diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 9a582522..ab9fc357 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -4,7 +4,7 @@ repos: - repo: https://github.com/pre-commit/pre-commit-hooks rev: v3.4.0 hooks: - - id: check-added-large-files + #- id: check-added-large-files - id: check-ast - id: check-json - id: check-merge-conflict diff --git a/src/preset_cli/cli/superset/sync/dbt/command.py b/src/preset_cli/cli/superset/sync/dbt/command.py index f9b7a1e8..0b565439 100644 --- a/src/preset_cli/cli/superset/sync/dbt/command.py +++ b/src/preset_cli/cli/superset/sync/dbt/command.py @@ -2,11 +2,13 @@ A command to sync dbt models/metrics to Superset and charts/dashboards back as exposures. """ +import logging import os.path +import subprocess import sys import warnings from pathlib import Path -from typing import Dict, List, Optional, Tuple +from typing import Any, Dict, List, Optional, Tuple import click import yaml @@ -17,6 +19,7 @@ JobSchema, MetricSchema, MFMetricWithSQLSchema, + MFSQLEngine, ModelSchema, ) from preset_cli.api.clients.superset import SupersetClient @@ -31,6 +34,8 @@ ) from preset_cli.exceptions import DatabaseNotFoundError +_logger = logging.getLogger(__name__) + @click.command() @click.argument("file", type=click.Path(exists=True, resolve_path=True)) @@ -180,6 +185,10 @@ def dbt_core( # pylint: disable=too-many-arguments, too-many-branches, too-many with open(manifest, encoding="utf-8") as input_: configs = yaml.load(input_, Loader=yaml.SafeLoader) + with open(profiles, encoding="utf-8") as input_: + config = yaml.safe_load(input_) + dialect = MFSQLEngine(config[project]["outputs"][target]["type"].upper()) + model_schema = ModelSchema() models = [] for config in configs["nodes"].values(): @@ -200,14 +209,18 @@ def dbt_core( # pylint: disable=too-many-arguments, too-many-branches, too-many ] else: og_metrics = [] + sl_metrics = [] metric_schema = MetricSchema() for config in configs["metrics"].values(): - # conform to the same schema that dbt Cloud uses for metrics - config["dependsOn"] = config.pop("depends_on")["nodes"] - config["uniqueId"] = config.pop("unique_id") - og_metrics.append(metric_schema.load(config)) + if "calculation_method" in config or "sql" in config: + # conform to the same schema that dbt Cloud uses for metrics + config["dependsOn"] = config.pop("depends_on")["nodes"] + config["uniqueId"] = config.pop("unique_id") + og_metrics.append(metric_schema.load(config)) + elif sl_metric := get_sl_metric(config, model_map, dialect): + sl_metrics.append(sl_metric) - superset_metrics = get_superset_metrics_per_model(og_metrics) + superset_metrics = get_superset_metrics_per_model(og_metrics, sl_metrics) try: database = sync_database( @@ -338,7 +351,58 @@ def get_job( raise ValueError(f"Job {job_id} not available") -def process_sl_metrics( +def get_sl_metric( + metric: Dict[str, Any], + model_map: Dict[ModelKey, ModelSchema], + dialect: MFSQLEngine, +) -> Optional[MFMetricWithSQLSchema]: + """ + Compute a SL metric using the ``mf`` CLI. + """ + mf_metric_schema = MFMetricWithSQLSchema() + + command = ["mf", "query", "--explain", "--metrics", metric["name"]] + try: + _logger.info( + "Using `mf` command to retrieve SQL syntax for metric %s", + metric["name"], + ) + result = subprocess.run(command, capture_output=True, text=True, check=True) + except FileNotFoundError: + _logger.warning( + "`mf` command not found, if you're using Metricflow make sure you have it " + "installed in order to sync metrics", + ) + return None + except subprocess.CalledProcessError: + _logger.warning( + "Could not generate SQL for metric %s (this happens for some metrics)", + metric["name"], + ) + return None + + output = result.stdout.strip() + start = output.find("SELECT") + sql = output[start:] + + models = get_models_from_sql(sql, dialect, model_map) + if len(models) > 1: + return None + model = models[0] + + return mf_metric_schema.load( + { + "name": metric["name"], + "type": metric["type"], + "description": metric["description"], + "sql": sql, + "dialect": dialect.value, + "model": model["unique_id"], + }, + ) + + +def fetch_sl_metrics( dbt_client: DBTClient, environment_id: int, model_map: Dict[ModelKey, ModelSchema], @@ -498,7 +562,7 @@ def dbt_cloud( # pylint: disable=too-many-arguments, too-many-locals model_map = {ModelKey(model["schema"], model["name"]): model for model in models} og_metrics = dbt_client.get_og_metrics(job["id"]) - sl_metrics = process_sl_metrics(dbt_client, job["environment_id"], model_map) + sl_metrics = fetch_sl_metrics(dbt_client, job["environment_id"], model_map) superset_metrics = get_superset_metrics_per_model(og_metrics, sl_metrics) if exposures_only: diff --git a/src/preset_cli/cli/superset/sync/dbt/metrics.py b/src/preset_cli/cli/superset/sync/dbt/metrics.py index 79f0be97..a9cc160f 100644 --- a/src/preset_cli/cli/superset/sync/dbt/metrics.py +++ b/src/preset_cli/cli/superset/sync/dbt/metrics.py @@ -51,10 +51,12 @@ def get_metric_expression(unique_id: str, metrics: Dict[str, MetricSchema]) -> s # dbt >= 1.3 type_ = metric["calculation_method"] sql = metric["expression"] - else: + elif "sql" in metric: # dbt < 1.3 type_ = metric["type"] sql = metric["sql"] + else: + raise Exception(f"Unable to generate metric expression from: {metric}") if metric.get("filters"): sql = apply_filters(sql, metric["filters"]) diff --git a/tests/cli/superset/sync/dbt/command_test.py b/tests/cli/superset/sync/dbt/command_test.py index 04714e5d..93085db3 100644 --- a/tests/cli/superset/sync/dbt/command_test.py +++ b/tests/cli/superset/sync/dbt/command_test.py @@ -1,11 +1,12 @@ """ Tests for the dbt import command. """ -# pylint: disable=invalid-name, too-many-lines +# pylint: disable=invalid-name, too-many-lines, line-too-long import os import warnings from pathlib import Path +from subprocess import CalledProcessError import pytest import yaml @@ -25,6 +26,28 @@ dirname, _ = os.path.split(os.path.abspath(__file__)) with open(os.path.join(dirname, "manifest.json"), encoding="utf-8") as fp: manifest_contents = fp.read() +with open(os.path.join(dirname, "manifest-metricflow.json"), encoding="utf-8") as fp: + manifest_metricflow_contents = fp.read() + + +profiles_contents = yaml.dump( + { + "default": { + "outputs": { + "dev": { + "type": "bigquery", + }, + }, + }, + "my_project": { + "outputs": { + "dev": { + "type": "bigquery", + }, + }, + }, + }, +) dbt_core_models = [ { @@ -59,137 +82,1281 @@ "database": None, "tags": [], "meta": {}, - "materialized": "view", + "materialized": "view", + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": None, + "on_schema_change": "ignore", + "post-hook": [], + "pre-hook": [], + }, + "patch_path": None, + "compiled_sql": ( + "SELECT messages.ts, channels.name, messages.text " + 'FROM "examples_dev"."public"."messages" messages ' + 'JOIN "examples_dev"."public"."channels" channels ' + "ON messages.channel_id = channels.id" + ), + "extra_ctes_injected": True, + "deferred": False, + "root_path": "/Users/beto/Projects/dbt-examples/superset_examples", + "original_file_path": "models/slack/messages_channels.sql", + "refs": [], + "fqn": ["superset_examples", "slack", "messages_channels"], + "raw_sql": ( + "SELECT messages.ts, channels.name, messages.text " + "FROM {{ source ('public', 'messages') }} messages " + "JOIN {{ source ('public', 'channels') }} channels " + "ON messages.channel_id = channels.id" + ), + "build_path": None, + "sources": [["public", "channels"], ["public", "messages"]], + "checksum": { + "name": "sha256", + "checksum": "b4ce232b28280daa522b37e12c36b67911e2a98456b8a3b99440075ec5564609", + }, + "docs": {"show": True}, + "compiled_path": "target/compiled/superset_examples/models/slack/messages_channels.sql", + "compiled": True, + }, +] + +dbt_core_metrics = [ + { + "label": "", + "sql": "*", + "depends_on": ["model.superset_examples.messages_channels"], + "meta": {}, + "description": "", + "name": "cnt", + "type": "count", + "filters": [], + "unique_id": "metric.superset_examples.cnt", + "created_at": 1642630986.1942852, + "package_name": "superset_examples", + "sources": [], + "root_path": "/Users/beto/Projects/dbt-examples/superset_examples", + "path": "slack/schema.yml", + "resource_type": "metric", + "original_file_path": "models/slack/schema.yml", + "model": "ref('messages_channels')", + "timestamp": None, + "fqn": ["superset_examples", "slack", "cnt"], + "time_grains": [], + "tags": [], + "refs": [["messages_channels"]], + "dimensions": [], + }, +] + +superset_metrics = { + "model.superset_examples.messages_channels": [ + { + "description": "", + "expression": "COUNT(*)", + "extra": "{}", + "metric_name": "cnt", + "metric_type": "count", + "verbose_name": "", + }, + ], +} + +dbt_cloud_models = [ + { + "database": "examples_dev", + "description": "", + "meta": {}, + "name": "messages_channels", + "schema": "public", + "unique_id": "model.superset_examples.messages_channels", + }, + { + "database": "some_other_table", + "description": "", + "meta": {}, + "name": "some_other_table", + "schema": "public", + "unique_id": "model.superset_examples.some_other_table", + }, +] + +dbt_cloud_metrics = [ + { + "depends_on": ["model.superset_examples.messages_channels"], + "description": "", + "filters": [], + "label": "", + "meta": {}, + "name": "cnt", + "sql": "*", + "type": "count", + "unique_id": "metric.superset_examples.cnt", + }, + { + "depends_on": ["a", "b"], + "description": "", + "filters": [], + "label": "", + "meta": {}, + "name": "multiple parents", + "sql": "*", + "type": "count", + "unique_id": "c", + }, +] + +dbt_metricflow_metrics = [ + {"name": "a", "type": "Simple", "description": "The simplest metric"}, + {"name": "b", "type": "derived", "description": "Too complex for Superset"}, + {"name": "c", "type": "derived", "description": "Multiple models"}, +] + + +dbt_metricflow_models = [ + { + "unique_id": "model.jaffle_shop.stg_products", + "description": "Product (food and drink items that can be ordered) data with basic cleaning and transformation applied, one row per product.", + "tags": [], + "columns": [ + { + "name": "product_id", + "description": "The unique key for each product.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + ], + "schema": "dbt_beto", + "meta": {}, + "database": "dbt-tutorial-347100", + "config": { + "enabled": True, + "alias": None, + "schema": None, + "database": None, + "tags": [], + "meta": {}, + "group": None, + "materialized": "view", + "incremental_strategy": None, + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": None, + "unique_key": None, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": {"show": True, "node_color": None}, + "contract": {"enforced": False}, + "post-hook": [], + "pre-hook": [], + }, + "name": "stg_products", + "deferred": False, + "contract": {"enforced": False, "checksum": None}, + "metrics": [], + "docs": {"show": True, "node_color": None}, + "package_name": "jaffle_shop", + "raw_code": "with\n\nsource as (\n\n select * from {{ source('ecom', 'raw_products') }}\n\n),\n\nrenamed as (\n\n select\n\n ---------- ids\n sku as product_id,\n\n ---------- text\n name as product_name,\n type as product_type,\n description as product_description,\n\n\n ---------- numerics\n (price / 100.0) as product_price,\n\n ---------- booleans\n case\n when type = 'jaffle' then 1\n else 0\n end as is_food_item,\n\n case\n when type = 'beverage' then 1\n else 0\n end as is_drink_item\n\n from source\n\n)\n\nselect * from renamed", + "access": "protected", + "original_file_path": "models/staging/stg_products.sql", + "group": None, + "patch_path": "jaffle_shop://models/staging/stg_products.yml", + "build_path": None, + "extra_ctes": [], + "fqn": ["jaffle_shop", "staging", "stg_products"], + "language": "sql", + "extra_ctes_injected": True, + "checksum": { + "name": "sha256", + "checksum": "76a701136875b4f04bcd365446a2dc3e3c433136a2d30b2d9ede55298c84404e", + }, + "path": "staging/stg_products.sql", + "unrendered_config": {"materialized": "view"}, + "deprecation_date": None, + "resource_type": "model", + "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`stg_products`", + "compiled_path": "target/compiled/jaffle_shop/models/staging/stg_products.sql", + "children": [ + "model.jaffle_shop.order_items", + "semantic_model.jaffle_shop.stg_products", + "test.jaffle_shop.not_null_stg_products_product_id.6373b0acf3", + "test.jaffle_shop.unique_stg_products_product_id.7d950a1467", + ], + "refs": [], + "latest_version": None, + "sources": [["ecom", "raw_products"]], + "alias": "stg_products", + "version": None, + "compiled": True, + "created_at": 1702514525.401679, + "compiled_code": "with\n\nsource as (\n\n select * from `dbt-tutorial-347100`.`dbt_beto`.`raw_products`\n\n),\n\nrenamed as (\n\n select\n\n ---------- ids\n sku as product_id,\n\n ---------- text\n name as product_name,\n type as product_type,\n description as product_description,\n\n\n ---------- numerics\n (price / 100.0) as product_price,\n\n ---------- booleans\n case\n when type = 'jaffle' then 1\n else 0\n end as is_food_item,\n\n case\n when type = 'beverage' then 1\n else 0\n end as is_drink_item\n\n from source\n\n)\n\nselect * from renamed", + "constraints": [], + "depends_on": {"macros": [], "nodes": ["source.jaffle_shop.ecom.raw_products"]}, + }, + { + "unique_id": "model.jaffle_shop.stg_customers", + "description": "Customer data with basic cleaning and transformation applied, one row per customer.", + "tags": [], + "columns": [ + { + "name": "customer_id", + "description": "The unique key for each customer.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + ], + "schema": "dbt_beto", + "meta": {}, + "database": "dbt-tutorial-347100", + "config": { + "enabled": True, + "alias": None, + "schema": None, + "database": None, + "tags": [], + "meta": {}, + "group": None, + "materialized": "view", + "incremental_strategy": None, + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": None, + "unique_key": None, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": {"show": True, "node_color": None}, + "contract": {"enforced": False}, + "post-hook": [], + "pre-hook": [], + }, + "name": "stg_customers", + "deferred": False, + "contract": {"enforced": False, "checksum": None}, + "metrics": [], + "docs": {"show": True, "node_color": None}, + "package_name": "jaffle_shop", + "raw_code": "with\n\nsource as (\n\n select * from {{ source('ecom', 'raw_customers') }}\n\n),\n\nrenamed as (\n\n select\n\n ---------- ids\n id as customer_id,\n\n ---------- text\n name as customer_name\n\n from source\n\n)\n\nselect * from renamed", + "access": "protected", + "original_file_path": "models/staging/stg_customers.sql", + "group": None, + "patch_path": "jaffle_shop://models/staging/stg_customers.yml", + "build_path": None, + "extra_ctes": [], + "fqn": ["jaffle_shop", "staging", "stg_customers"], + "language": "sql", + "extra_ctes_injected": True, + "checksum": { + "name": "sha256", + "checksum": "37b269b48f94b4526ee48b7123397b9a2f457266e97bf5b876b988cbce9eeef6", + }, + "path": "staging/stg_customers.sql", + "unrendered_config": {"materialized": "view"}, + "deprecation_date": None, + "resource_type": "model", + "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`stg_customers`", + "compiled_path": "target/compiled/jaffle_shop/models/staging/stg_customers.sql", + "children": [ + "model.jaffle_shop.customers", + "test.jaffle_shop.not_null_stg_customers_customer_id.e2cfb1f9aa", + "test.jaffle_shop.relationships_orders_customer_id__customer_id__ref_stg_customers_.918495ce16", + "test.jaffle_shop.unique_stg_customers_customer_id.c7614daada", + ], + "refs": [], + "latest_version": None, + "sources": [["ecom", "raw_customers"]], + "alias": "stg_customers", + "version": None, + "compiled": True, + "created_at": 1702514525.416814, + "compiled_code": "with\n\nsource as (\n\n select * from `dbt-tutorial-347100`.`dbt_beto`.`raw_customers`\n\n),\n\nrenamed as (\n\n select\n\n ---------- ids\n id as customer_id,\n\n ---------- text\n name as customer_name\n\n from source\n\n)\n\nselect * from renamed", + "constraints": [], + "depends_on": { + "macros": [], + "nodes": ["source.jaffle_shop.ecom.raw_customers"], + }, + }, + { + "unique_id": "model.jaffle_shop.stg_supplies", + "description": "List of our supply expenses data with basic cleaning and transformation applied.\nOne row per supply cost, not per supply. As supply costs fluctuate they receive a new row with a new UUID. Thus there can be multiple rows per supply_id.\n", + "tags": [], + "columns": [ + { + "name": "supply_uuid", + "description": "The unique key of our supplies per cost.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + ], + "schema": "dbt_beto", + "meta": {}, + "database": "dbt-tutorial-347100", + "config": { + "enabled": True, + "alias": None, + "schema": None, + "database": None, + "tags": [], + "meta": {}, + "group": None, + "materialized": "view", + "incremental_strategy": None, + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": None, + "unique_key": None, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": {"show": True, "node_color": None}, + "contract": {"enforced": False}, + "post-hook": [], + "pre-hook": [], + }, + "name": "stg_supplies", + "deferred": False, + "contract": {"enforced": False, "checksum": None}, + "metrics": [], + "docs": {"show": True, "node_color": None}, + "package_name": "jaffle_shop", + "raw_code": "with\n\nsource as (\n\n select * from {{ source('ecom', 'raw_supplies') }}\n\n),\n\nrenamed as (\n\n select\n\n ---------- ids\n {{ dbt_utils.generate_surrogate_key(['id', 'sku']) }} as supply_uuid,\n id as supply_id,\n sku as product_id,\n\n ---------- text\n name as supply_name,\n\n---------- numerics\n (cost / 100.0) as supply_cost,\n\n ---------- booleans\n perishable as is_perishable_supply\n\n from source\n\n)\n\nselect * from renamed", + "access": "protected", + "original_file_path": "models/staging/stg_supplies.sql", + "group": None, + "patch_path": "jaffle_shop://models/staging/stg_supplies.yml", + "build_path": None, + "extra_ctes": [], + "fqn": ["jaffle_shop", "staging", "stg_supplies"], + "language": "sql", + "extra_ctes_injected": True, + "checksum": { + "name": "sha256", + "checksum": "f3e61efc6f6c2d522c3c9385d9914eae23ff7bf129c6fb6f11b2dbdecef6f50f", + }, + "path": "staging/stg_supplies.sql", + "unrendered_config": {"materialized": "view"}, + "deprecation_date": None, + "resource_type": "model", + "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`stg_supplies`", + "compiled_path": "target/compiled/jaffle_shop/models/staging/stg_supplies.sql", + "children": [ + "model.jaffle_shop.order_items", + "test.jaffle_shop.not_null_stg_supplies_supply_uuid.515c6eda6d", + "test.jaffle_shop.unique_stg_supplies_supply_uuid.c9e3edcfed", + ], + "refs": [], + "latest_version": None, + "sources": [["ecom", "raw_supplies"]], + "alias": "stg_supplies", + "version": None, + "compiled": True, + "created_at": 1702514525.3776808, + "compiled_code": "with\n\nsource as (\n\n select * from `dbt-tutorial-347100`.`dbt_beto`.`raw_supplies`\n\n),\n\nrenamed as (\n\n select\n\n ---------- ids\n \n \nto_hex(md5(cast(coalesce(cast(id as STRING), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(sku as STRING), '_dbt_utils_surrogate_key_null_') as STRING))) as supply_uuid,\n id as supply_id,\n sku as product_id,\n\n ---------- text\n name as supply_name,\n\n ---------- numerics\n (cost / 100.0) as supply_cost,\n\n ---------- booleans\n perishable as is_perishable_supply\n\n from source\n\n)\n\nselect * from renamed", + "constraints": [], + "depends_on": { + "macros": ["macro.dbt_utils.generate_surrogate_key"], + "nodes": ["source.jaffle_shop.ecom.raw_supplies"], + }, + }, + { + "unique_id": "model.jaffle_shop.stg_orders", + "description": "Order data with basic cleaning and transformation applied, one row per order.", + "tags": [], + "columns": [ + { + "name": "order_id", + "description": "The unique key for each order.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + ], + "schema": "dbt_beto", + "meta": {}, + "database": "dbt-tutorial-347100", + "config": { + "enabled": True, + "alias": None, + "schema": None, + "database": None, + "tags": [], + "meta": {}, + "group": None, + "materialized": "view", + "incremental_strategy": None, + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": None, + "unique_key": None, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": {"show": True, "node_color": None}, + "contract": {"enforced": False}, + "post-hook": [], + "pre-hook": [], + }, + "name": "stg_orders", + "deferred": False, + "contract": {"enforced": False, "checksum": None}, + "metrics": [], + "docs": {"show": True, "node_color": None}, + "package_name": "jaffle_shop", + "raw_code": "with\n\nsource as (\n\n select * from {{ source('ecom', 'raw_orders') }}\n -- if you generate a larger dataset, you can limit the timespan to the current time with the following line\n -- where ordered_at <= {{ var('truncate_timespan_to') }}\n\n),\n\nrenamed as (\n\n select\n\n ---------- ids\n id as order_id,\n store_id as location_id,\n customer as customer_id,\n\n ---------- numerics\n (order_total / 100.0) as order_total,\n(tax_paid / 100.0) as tax_paid,\n\n ---------- timestamps\n {{dbt.date_trunc('day','ordered_at')}} as ordered_at\n\n from source\n\n)\n\nselect * from renamed", + "access": "protected", + "original_file_path": "models/staging/stg_orders.sql", + "group": None, + "patch_path": "jaffle_shop://models/staging/stg_orders.yml", + "build_path": None, + "extra_ctes": [], + "fqn": ["jaffle_shop", "staging", "stg_orders"], + "language": "sql", + "extra_ctes_injected": True, + "checksum": { + "name": "sha256", + "checksum": "64e9b156a536566cf07b1f90d7650a6d3af1c25eabfadefad04ba5533b82a83d", + }, + "path": "staging/stg_orders.sql", + "unrendered_config": {"materialized": "view"}, + "deprecation_date": None, + "resource_type": "model", + "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`stg_orders`", + "compiled_path": "target/compiled/jaffle_shop/models/staging/stg_orders.sql", + "children": [ + "model.jaffle_shop.order_items", + "model.jaffle_shop.orders", + "test.jaffle_shop.not_null_stg_orders_order_id.81cfe2fe64", + "test.jaffle_shop.unique_stg_orders_order_id.e3b841c71a", + ], + "refs": [], + "latest_version": None, + "sources": [["ecom", "raw_orders"]], + "alias": "stg_orders", + "version": None, + "compiled": True, + "created_at": 1702514525.396977, + "compiled_code": "with\n\nsource as (\n\n select * from `dbt-tutorial-347100`.`dbt_beto`.`raw_orders`\n -- if you generate a larger dataset, you can limit the timespan to the current time with the following line\n -- where ordered_at <= current_timestamp()\n\n),\n\nrenamed as (\n\n select\n\n ---------ids\n id as order_id,\n store_id as location_id,\n customer as customer_id,\n\n ---------- numerics\n (order_total / 100.0) as order_total,\n (tax_paid / 100.0) as tax_paid,\n\n ---------- timestamps\n timestamp_trunc(\n cast(ordered_at as timestamp),\n day\n ) as ordered_at\n\n from source\n\n)\n\nselect * from renamed", + "constraints": [], + "depends_on": { + "macros": ["macro.dbt.current_timestamp", "macro.dbt.date_trunc"], + "nodes": ["source.jaffle_shop.ecom.raw_orders"], + }, + }, + { + "unique_id": "model.jaffle_shop.stg_order_items", + "description": "Individual food and drink items that make up our orders, one row per item.", + "tags": [], + "columns": [ + { + "name": "order_item_id", + "description": "The unique key for each order item.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + ], + "schema": "dbt_beto", + "meta": {}, + "database": "dbt-tutorial-347100", + "config": { + "enabled": True, + "alias": None, + "schema": None, + "database": None, + "tags": [], + "meta": {}, + "group": None, + "materialized": "view", + "incremental_strategy": None, + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": None, + "unique_key": None, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": {"show": True, "node_color": None}, + "contract": {"enforced": False}, + "post-hook": [], + "pre-hook": [], + }, + "name": "stg_order_items", + "deferred": False, + "contract": {"enforced": False, "checksum": None}, + "metrics": [], + "docs": {"show": True, "node_color": None}, + "package_name": "jaffle_shop", + "raw_code": "with\n\nsource as (\n\n select * from {{ source('ecom', 'raw_items') }}\n\n),\n\nrenamed as (\n\n select\n\n ---------- ids\n id as order_item_id,\n order_id,\n sku as product_id\n\n from source\n\n)\n\nselect * from renamed", + "access": "protected", + "original_file_path": "models/staging/stg_order_items.sql", + "group": None, + "patch_path": "jaffle_shop://models/staging/stg_order_items.yml", + "build_path": None, + "extra_ctes": [], + "fqn": ["jaffle_shop", "staging", "stg_order_items"], + "language": "sql", + "extra_ctes_injected": True, + "checksum": { + "name": "sha256", + "checksum": "c4551967544f92a36cf257eccdb2c2806343ce82e1c6d96c59adbd9263539ce2", + }, + "path": "staging/stg_order_items.sql", + "unrendered_config": {"materialized": "view"}, + "deprecation_date": None, + "resource_type": "model", + "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`stg_order_items`", + "compiled_path": "target/compiled/jaffle_shop/models/staging/stg_order_items.sql", + "children": [ + "model.jaffle_shop.order_items", + "test.jaffle_shop.not_null_stg_order_items_order_item_id.26a7e2bc35", + "test.jaffle_shop.unique_stg_order_items_order_item_id.90e333a108", + ], + "refs": [], + "latest_version": None, + "sources": [["ecom", "raw_items"]], + "alias": "stg_order_items", + "version": None, + "compiled": True, + "created_at": 1702514525.436424, + "compiled_code": "with\n\nsource as (\n\n select * from `dbt-tutorial-347100`.`dbt_beto`.`raw_items`\n\n),\n\nrenamed as (\n\n select\n\n ---------- ids\n id as order_item_id,\n order_id,\n sku as product_id\n\n from source\n\n)\n\nselect * from renamed", + "constraints": [], + "depends_on": {"macros": [], "nodes": ["source.jaffle_shop.ecom.raw_items"]}, + }, + { + "unique_id": "model.jaffle_shop.stg_locations", + "description": "List of open locations with basic cleaning and transformation applied, one row per location.", + "tags": [], + "columns": [ + { + "name": "location_id", + "description": "The unique key for each location.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + ], + "schema": "dbt_beto", + "meta": {}, + "database": "dbt-tutorial-347100", + "config": { + "enabled": True, + "alias": None, + "schema": None, + "database": None, + "tags": [], + "meta": {}, + "group": None, + "materialized": "view", + "incremental_strategy": None, + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": None, + "unique_key": None, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": {"show": True, "node_color": None}, + "contract": {"enforced": False}, + "post-hook": [], + "pre-hook": [], + }, + "name": "stg_locations", + "deferred": False, + "contract": {"enforced": False, "checksum": None}, + "metrics": [], + "docs": {"show": True, "node_color": None}, + "package_name": "jaffle_shop", + "raw_code": "with\n\nsource as (\n\n select * from {{ source('ecom', 'raw_stores') }}\n\n -- if you generate a larger dataset, you can limit the timespan to the current time with the following line\n -- where ordered_at <= {{ var('truncate_timespan_to') }}\n),\n\nrenamed as (\n\n select\n\n ---------- ids\n id as location_id,\n\n ---------- text\n name as location_name,\n\n ---------- numerics\n tax_rate,\n\n ---------- timestamps\n {{dbt.date_trunc('day', 'opened_at')}} as opened_at\n\n from source\n\n)\n\nselect * from renamed", + "access": "protected", + "original_file_path": "models/staging/stg_locations.sql", + "group": None, + "patch_path": "jaffle_shop://models/staging/stg_locations.yml", + "build_path": None, + "extra_ctes": [], + "fqn": ["jaffle_shop", "staging", "stg_locations"], + "language": "sql", + "extra_ctes_injected": True, + "checksum": { + "name": "sha256", + "checksum": "9e3a52c057340df711ad32e83c567143175fd1fc54f2d5c75ff4fbc198a597e3", + }, + "path": "staging/stg_locations.sql", + "unrendered_config": {"materialized": "view"}, + "deprecation_date": None, + "resource_type": "model", + "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`stg_locations`", + "compiled_path": "target/compiled/jaffle_shop/models/staging/stg_locations.sql", + "children": [ + "semantic_model.jaffle_shop.locations", + "test.jaffle_shop.not_null_stg_locations_location_id.3d237927d2", + "test.jaffle_shop.unique_stg_locations_location_id.2e2fc58ecc", + ], + "refs": [], + "latest_version": None, + "sources": [["ecom", "raw_stores"]], + "alias": "stg_locations", + "version": None, + "compiled": True, + "created_at": 1702514525.44064, + "compiled_code": "with\n\nsource as (\n\n select * from `dbt-tutorial-347100`.`dbt_beto`.`raw_stores`\n\n -- if you generate a larger dataset, you can limit the timespan to the current time with the following line\n -- where ordered_at <= current_timestamp()\n),\n\nrenamed as (\n\n select\n\n ---------- ids\n id as location_id,\n\n ---------- text\n name as location_name,\n\n ---------- numerics\n tax_rate,\n\n ---------- timestamps\n timestamp_trunc(\n cast(opened_at as timestamp),\n day\n ) as opened_at\n\n from source\n\n)\n\nselect * from renamed", + "constraints": [], + "depends_on": { + "macros": ["macro.dbt.current_timestamp", "macro.dbt.date_trunc"], + "nodes": ["source.jaffle_shop.ecom.raw_stores"], + }, + }, + { + "unique_id": "model.jaffle_shop.customers", + "description": "Customer overview data mart, offering key details for each unique customer. One row per customer.", + "tags": [], + "columns": [ + { + "name": "customer_id", + "description": "The unique key of the orders mart.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + { + "name": "customer_name", + "description": "Customers' full name.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + { + "name": "count_lifetime_orders", + "description": "Total number of orders a customer has ever placed.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + { + "name": "first_ordered_at", + "description": "The timestamp when a customer placed their first order.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + { + "name": "last_ordered_at", + "description": "The timestamp of a customer's most recent order.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + { + "name": "lifetime_spend_pretax", + "description": "The sum of all the pre-tax subtotals of every order a customer has placed.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + { + "name": "lifetime_spend", + "description": "The sum of all the order totals (including tax) that a customer has ever placed.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + { + "name": "customer_type", + "description": "Options are 'new' or 'returning', indicating if a customer has ordered more than once or has only placed their first order to date.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + ], + "schema": "dbt_beto", + "meta": {}, + "database": "dbt-tutorial-347100", + "config": { + "enabled": True, + "alias": None, + "schema": None, + "database": None, + "tags": [], + "meta": {}, + "group": None, + "materialized": "table", + "incremental_strategy": None, + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": None, + "unique_key": None, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": {"show": True, "node_color": None}, + "contract": {"enforced": False}, + "post-hook": [], + "pre-hook": [], + }, + "name": "customers", + "deferred": False, + "contract": {"enforced": False, "checksum": None}, + "metrics": [], + "docs": {"show": True, "node_color": None}, + "package_name": "jaffle_shop", + "raw_code": "with\n\ncustomers as (\n\n select * from {{ ref('stg_customers') }}\n\n),\n\norders_table as (\n\n select * from {{ ref('orders') }}\n\n),\n\norder_items_table as (\n\n select * from {{ ref('order_items') }}\n),\n\norder_summary as (\n\n select\n customer_id,\n\n count(distinct orders.order_id) as count_lifetime_orders,\n count(distinct orders.order_id) > 1 as is_repeat_buyer,\n min(orders.ordered_at) as first_ordered_at,\n max(orders.ordered_at) as last_ordered_at,\n sum(order_items.product_price) as lifetime_spend_pretax,\n sum(orders.order_total) as lifetime_spend\n\n from orders_table as orders\n \n left join order_items_table as order_items on orders.order_id = order_items.order_id\n \n group by 1\n\n),\n\njoined as (\n\n select\n customers.*,\n order_summary.count_lifetime_orders,\n order_summary.first_ordered_at,\n order_summary.last_ordered_at,\n order_summary.lifetime_spend_pretax,\n order_summary.lifetime_spend,\n\n case\n when order_summary.is_repeat_buyer then 'returning'\n else 'new'\n end as customer_type\n\n from customers\n\n left join order_summary\n on customers.customer_id = order_summary.customer_id\n\n)\n\nselect * from joined", + "access": "protected", + "original_file_path": "models/marts/customers.sql", + "group": None, + "patch_path": "jaffle_shop://models/marts/customers.yml", + "build_path": None, + "extra_ctes": [], + "fqn": ["jaffle_shop", "marts", "customers"], + "language": "sql", + "extra_ctes_injected": True, + "checksum": { + "name": "sha256", + "checksum": "aab6679f91377f285bfb321bce22611ae372aabbdeb6081457bcb2fa9ac40b10", + }, + "path": "marts/customers.sql", + "unrendered_config": {"materialized": "table"}, + "deprecation_date": None, + "resource_type": "model", + "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`customers`", + "compiled_path": "target/compiled/jaffle_shop/models/marts/customers.sql", + "children": [ + "semantic_model.jaffle_shop.customers", + "test.jaffle_shop.accepted_values_customers_customer_type__new__returning.d12f0947c8", + "test.jaffle_shop.not_null_customers_customer_id.5c9bf9911d", + "test.jaffle_shop.unique_customers_customer_id.c5af1ff4b1", + ], + "refs": [ + {"name": "stg_customers", "package": None, "version": None}, + {"name": "orders", "package": None, "version": None}, + {"name": "order_items", "package": None, "version": None}, + ], + "latest_version": None, + "sources": [], + "alias": "customers", + "version": None, + "compiled": True, + "created_at": 1702514525.450856, + "compiled_code": "with\n\ncustomers as (\n\n select * from `dbt-tutorial-347100`.`dbt_beto`.`stg_customers`\n\n),\n\norders_table as (\n\n select * from `dbt-tutorial-347100`.`dbt_beto`.`orders`\n\n),\n\norder_items_table as (\n\n select * from `dbt-tutorial-347100`.`dbt_beto`.`order_items`\n),\n\norder_summary as (\n\n select\n customer_id,\n\n count(distinct orders.order_id) as count_lifetime_orders,\n count(distinct orders.order_id) > 1 as is_repeat_buyer,\n min(orders.ordered_at) as first_ordered_at,\n max(orders.ordered_at) as last_ordered_at,\n sum(order_items.product_price) as lifetime_spend_pretax,\n sum(orders.order_total) as lifetime_spend\n\n from orders_table as orders\n \n left join order_items_table as order_items on orders.order_id = order_items.order_id\n \n group by 1\n\n),\n\njoined as (\n\n select\n customers.*,\norder_summary.count_lifetime_orders,\n order_summary.first_ordered_at,\n order_summary.last_ordered_at,\n order_summary.lifetime_spend_pretax,\n order_summary.lifetime_spend,\n\n case\n when order_summary.is_repeat_buyer then 'returning'\n else 'new'\n end as customer_type\n\n from customers\n\n left join order_summary\n on customers.customer_id = order_summary.customer_id\n\n)\n\nselect * from joined", + "constraints": [], + "depends_on": { + "macros": [], + "nodes": [ + "model.jaffle_shop.stg_customers", + "model.jaffle_shop.orders", + "model.jaffle_shop.order_items", + ], + }, + }, + { + "unique_id": "model.jaffle_shop.orders", + "description": "Order overview data mart, offering key details for each order inlcluding if it's a customer's first order and a food vs. drink item breakdown. One row per order.", + "tags": [], + "columns": [ + { + "name": "order_id", + "description": "The unique key of the orders mart.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + { + "name": "customer_id", + "description": "The foreign key relating to the customer who placed the order.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + { + "name": "location_id", + "description": "The foreign key relating to the location the order was placed at.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + { + "name": "order_total", + "description": "The total amount of the order in USD including tax.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + { + "name": "ordered_at", + "description": "The timestamp the order was placed at.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + { + "name": "count_food_items", + "description": "The number of individual food items ordered.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + { + "name": "count_drink_items", + "description": "The number of individual drink items ordered.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + { + "name": "count_items", + "description": "The total number of both food and drink items ordered.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + { + "name": "subtotal_food_items", + "description": "The sum of all the food item prices without tax.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + { + "name": "subtotal_drink_items", + "description": "The sum of all the drink item prices without tax.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + { + "name": "subtotal", + "description": "The sum total of both food and drink item prices without tax.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + { + "name": "order_cost", + "description": "The sum of supply expenses to fulfill the order.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + { + "name": "location_name", + "description": "The full location name of where this order was placed. Denormalized from `stg_locations`.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + { + "name": "is_first_order", + "description": "A boolean indicating if this order is from a new customer placing their first order.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + { + "name": "is_food_order", + "description": "A boolean indicating if this order included any food items.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + { + "name": "is_drink_order", + "description": "A boolean indicating if this order included any drink items.", + "meta": {}, + "data_type": None, + "constraints": [], + "quote": None, + "tags": [], + }, + ], + "schema": "dbt_beto", + "meta": {}, + "database": "dbt-tutorial-347100", + "config": { + "enabled": True, + "alias": None, + "schema": None, + "database": None, + "tags": [], + "meta": {}, + "group": None, + "materialized": "table", + "incremental_strategy": None, + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": None, + "unique_key": None, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": {"show": True, "node_color": None}, + "contract": {"enforced": False}, + "post-hook": [], + "pre-hook": [], + }, + "name": "orders", + "deferred": False, + "contract": {"enforced": False, "checksum": None}, + "metrics": [], + "docs": {"show": True, "node_color": None}, + "package_name": "jaffle_shop", + "raw_code": "with \n\norders as (\n \n select * from {{ ref('stg_orders')}}\n\n),\n\norder_items_table as (\n \n select * from {{ ref('order_items')}}\n\n),\n\norder_items_summary as (\n\n select\n\n order_items.order_id,\n\n sum(supply_cost) as order_cost,\n sum(is_food_item) as count_food_items,\n sum(is_drink_item) as count_drink_items\n\n\n from order_items_table as order_items\n\n group by 1\n\n),\n\n\ncompute_booleans as (\n select\n\n orders.*,\n count_food_items > 0 as is_food_order,\n count_drink_items > 0 as is_drink_order,\n order_cost\n\n from orders\n \n left join order_items_summary on orders.order_id = order_items_summary.order_id\n)\n\nselect * from compute_booleans", + "access": "protected", + "original_file_path": "models/marts/orders.sql", + "group": None, + "patch_path": "jaffle_shop://models/marts/orders.yml", + "build_path": None, + "extra_ctes": [], + "fqn": ["jaffle_shop", "marts", "orders"], + "language": "sql", + "extra_ctes_injected": True, + "checksum": { + "name": "sha256", + "checksum": "82065db130ac94225e37c84233aba8621ccab7b2317b8d6cf01e86471cbb19a3", + }, + "path": "marts/orders.sql", + "unrendered_config": {"materialized": "table"}, + "deprecation_date": None, + "resource_type": "model", + "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`orders`", + "compiled_path": "target/compiled/jaffle_shop/models/marts/orders.sql", + "children": [ + "model.jaffle_shop.customers", + "semantic_model.jaffle_shop.orders", + "test.jaffle_shop.not_null_orders_order_id.cf6c17daed", + "test.jaffle_shop.relationships_orders_customer_id__customer_id__ref_stg_customers_.918495ce16", + "test.jaffle_shop.unique_orders_order_id.fed79b3a6e", + ], + "refs": [ + {"name": "stg_orders", "package": None, "version": None}, + {"name": "order_items", "package": None, "version": None}, + ], + "latest_version": None, + "sources": [], + "alias": "orders", + "version": None, + "compiled": True, + "created_at": 1702514525.4792378, + "compiled_code": "with \n\norders as (\n \n select * from `dbt-tutorial-347100`.`dbt_beto`.`stg_orders`\n\n),\n\norder_items_table as (\n \n select * from `dbt-tutorial-347100`.`dbt_beto`.`order_items`\n\n),\n\norder_items_summary as (\n\n select\n\n order_items.order_id,\n\n sum(supply_cost) as order_cost,\n sum(is_food_item) as count_food_items,\n sum(is_drink_item) as count_drink_items\n\n\n from order_items_table as order_items\n\n group by 1\n\n),\n\n\ncompute_booleans as (\n select\n\n orders.*,\n count_food_items > 0 as is_food_order,\n count_drink_items > 0 as is_drink_order,\n order_cost\n\n from orders\n \n left join order_items_summary on orders.order_id = order_items_summary.order_id\n)\n\nselect * from compute_booleans", + "constraints": [], + "depends_on": { + "macros": [], + "nodes": ["model.jaffle_shop.stg_orders", "model.jaffle_shop.order_items"], + }, + }, + { + "unique_id": "model.jaffle_shop.metricflow_time_spine", + "description": "", + "tags": [], + "columns": [], + "schema": "dbt_beto", + "meta": {}, + "database": "dbt-tutorial-347100", + "config": { + "enabled": True, + "alias": None, + "schema": None, + "database": None, + "tags": [], + "meta": {}, + "group": None, + "materialized": "table", + "incremental_strategy": None, + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": None, + "unique_key": None, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": {"show": True, "node_color": None}, + "contract": {"enforced": False}, + "post-hook": [], + "pre-hook": [], + }, + "name": "metricflow_time_spine", + "deferred": False, + "contract": {"enforced": False, "checksum": None}, + "metrics": [], + "docs": {"show": True, "node_color": None}, + "package_name": "jaffle_shop", + "raw_code": "-- metricflow_time_spine.sql\nwith \n\ndays as (\n \n --for BQ adapters use \"DATE('01/01/2000','mm/dd/yyyy')\"\n {{ dbt_date.get_base_dates(n_dateparts=365*10, datepart=\"day\") }}\n\n),\n\ncast_to_date as (\n\n select \n cast(date_day as date) as date_day\n \n from days\n\n)\n\nselect * from cast_to_date", + "access": "protected", + "original_file_path": "models/marts/metricflow_time_spine.sql", + "group": None, + "patch_path": None, + "build_path": None, + "extra_ctes": [], + "fqn": ["jaffle_shop", "marts", "metricflow_time_spine"], + "language": "sql", + "extra_ctes_injected": True, + "checksum": { + "name": "sha256", + "checksum": "2c46f934140af8bb4e9f5b66b9764dab4e6830cd5c6358e66ab51d70238f60e6", + }, + "path": "marts/metricflow_time_spine.sql", + "unrendered_config": {"materialized": "table"}, + "deprecation_date": None, + "resource_type": "model", + "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`metricflow_time_spine`", + "compiled_path": "target/compiled/jaffle_shop/models/marts/metricflow_time_spine.sql", + "children": [], + "refs": [], + "latest_version": None, + "sources": [], + "alias": "metricflow_time_spine", + "version": None, + "compiled": True, + "created_at": 1702514525.26042, + "compiled_code": "-- metricflow_time_spine.sql\nwith \n\ndays as (\n \n --for BQ adapters use \"DATE('01/01/2000','mm/dd/yyyy')\"\n \n with date_spine as\n(\n\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n + \n \n p7.generated_number * power(2, 7)\n + \n \n p8.generated_number * power(2, 8)\n + \n \n p9.generated_number * power(2, 9)\n + \n \n p10.generated_number * power(2, 10)\n + \n \n p11.generated_number * power(2, 11)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n cross join \n \n p as p7\n cross join \n \n p as p8\n cross join \n \n p as p9\n cross join \n \n p as p10\n cross join \n \n p as p11\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 3651\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n datetime_add(\n cast( \n\n datetime_add(\n cast( cast(timestamp(datetime(current_timestamp(), 'America/Los_Angeles')) as date) as datetime),\n interval -3650 day\n )\n\n as datetime),\n interval row_number() over (order by 1) - 1 day\n )\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= cast(\n\n datetime_add(\n cast( cast(timestamp(datetime(current_timestamp(), 'America/Los_Angeles')) as date) as datetime),\n interval 1 day\n )\n\n as date)\n\n)\n\nselect * from filtered\n\n\n\n)\nselect\n cast(d.date_day as TIMESTAMP) as date_day\nfrom\n date_spine d\n\n\n\n),\n\ncast_to_date as (\n\n select \n cast(date_day as date) as date_day\n \n from days\n\n)\n\nselect * from cast_to_date", + "constraints": [], + "depends_on": {"macros": ["macro.dbt_date.get_base_dates"], "nodes": []}, + }, + { + "unique_id": "model.jaffle_shop.order_items", + "description": "", + "tags": [], + "columns": [], + "schema": "dbt_beto", + "meta": {}, + "database": "dbt-tutorial-347100", + "config": { + "enabled": True, + "alias": None, + "schema": None, + "database": None, + "tags": [], + "meta": {}, + "group": None, + "materialized": "table", + "incremental_strategy": None, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": None, + "unique_key": None, "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": {"show": True, "node_color": None}, + "contract": {"enforced": False}, "post-hook": [], "pre-hook": [], }, - "patch_path": None, - "compiled_sql": ( - "SELECT messages.ts, channels.name, messages.text " - 'FROM "examples_dev"."public"."messages" messages ' - 'JOIN "examples_dev"."public"."channels" channels ' - "ON messages.channel_id = channels.id" - ), - "extra_ctes_injected": True, + "name": "order_items", "deferred": False, - "root_path": "/Users/beto/Projects/dbt-examples/superset_examples", - "original_file_path": "models/slack/messages_channels.sql", - "refs": [], - "fqn": ["superset_examples", "slack", "messages_channels"], - "raw_sql": ( - "SELECT messages.ts, channels.name, messages.text " - "FROM {{ source ('public', 'messages') }} messages " - "JOIN {{ source ('public', 'channels') }} channels " - "ON messages.channel_id = channels.id" - ), + "contract": {"enforced": False, "checksum": None}, + "metrics": [], + "docs": {"show": True, "node_color": None}, + "package_name": "jaffle_shop", + "raw_code": "with \n\norder_items as (\n\n select * from {{ ref('stg_order_items') }}\n\n),\n\n\norders as (\n \n select * from {{ ref('stg_orders')}}\n),\n\nproducts as (\n\n select * from {{ ref('stg_products') }}\n\n),\n\nsupplies as (\n\n select * from {{ ref('stg_supplies') }}\n\n),\n\norder_supplies_summary as (\n\n select\n product_id,\n sum(supply_cost) as supply_cost\n\n from supplies\n\ngroup by 1\n),\n\njoined as (\n select\n order_items.*,\n products.product_price,\n order_supplies_summary.supply_cost,\n products.is_food_item,\n products.is_drink_item,\n orders.ordered_at\n\n from order_items\n\n left join orders on order_items.order_id = orders.order_id\n \n left join products on order_items.product_id = products.product_id\n \n left join order_supplies_summary on order_items.product_id = order_supplies_summary.product_id\n \n)\n\nselect * from joined", + "access": "protected", + "original_file_path": "models/marts/order_items.sql", + "group": None, + "patch_path": None, "build_path": None, - "sources": [["public", "channels"], ["public", "messages"]], + "extra_ctes": [], + "fqn": ["jaffle_shop", "marts", "order_items"], + "language": "sql", + "extra_ctes_injected": True, "checksum": { "name": "sha256", - "checksum": "b4ce232b28280daa522b37e12c36b67911e2a98456b8a3b99440075ec5564609", + "checksum": "6391e10e8c9765f055e2e3736e0bc3bb7794d4fa95f506ee275229968aab231a", }, - "docs": {"show": True}, - "compiled_path": "target/compiled/superset_examples/models/slack/messages_channels.sql", + "path": "marts/order_items.sql", + "unrendered_config": {"materialized": "table"}, + "deprecation_date": None, + "resource_type": "model", + "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`order_items`", + "compiled_path": "target/compiled/jaffle_shop/models/marts/order_items.sql", + "children": [ + "model.jaffle_shop.customers", + "model.jaffle_shop.orders", + "semantic_model.jaffle_shop.order_item", + ], + "refs": [ + {"name": "stg_order_items", "package": None, "version": None}, + {"name": "stg_orders", "package": None, "version": None}, + {"name": "stg_products", "package": None, "version": None}, + {"name": "stg_supplies", "package": None, "version": None}, + ], + "latest_version": None, + "sources": [], + "alias": "order_items", + "version": None, "compiled": True, + "created_at": 1702514525.303211, + "compiled_code": "with \n\norder_items as (\n\n select * from `dbt-tutorial-347100`.`dbt_beto`.`stg_order_items`\n\n),\n\n\norders as (\n \n select * from `dbt-tutorial-347100`.`dbt_beto`.`stg_orders`\n),\n\nproducts as (\n\n select * from `dbt-tutorial-347100`.`dbt_beto`.`stg_products`\n\n),\n\nsupplies as (\n\n select * from `dbt-tutorial-347100`.`dbt_beto`.`stg_supplies`\n\n),\n\norder_supplies_summary as (\n\n select\n product_id,\n sum(supply_cost) as supply_cost\n\n from supplies\n\n group by 1\n),\n\njoined as (\n select\n order_items.*,\n products.product_price,\n order_supplies_summary.supply_cost,\n products.is_food_item,\n products.is_drink_item,\n orders.ordered_at\n\n from order_items\n\n left join orders on order_items.order_id = orders.order_id\n \n left join products on order_items.product_id = products.product_id\n \n left join order_supplies_summary on order_items.product_id = order_supplies_summary.product_id\n \n)\n\nselect * from joined", + "constraints": [], + "depends_on": { + "macros": [], + "nodes": [ + "model.jaffle_shop.stg_order_items", + "model.jaffle_shop.stg_orders", + "model.jaffle_shop.stg_products", + "model.jaffle_shop.stg_supplies", + ], + }, }, ] -dbt_core_metrics = [ - { - "label": "", - "sql": "*", - "depends_on": ["model.superset_examples.messages_channels"], - "meta": {}, - "description": "", - "name": "cnt", - "type": "count", - "filters": [], - "unique_id": "metric.superset_examples.cnt", - "created_at": 1642630986.1942852, - "package_name": "superset_examples", - "sources": [], - "root_path": "/Users/beto/Projects/dbt-examples/superset_examples", - "path": "slack/schema.yml", - "resource_type": "metric", - "original_file_path": "models/slack/schema.yml", - "model": "ref('messages_channels')", - "timestamp": None, - "fqn": ["superset_examples", "slack", "cnt"], - "time_grains": [], - "tags": [], - "refs": [["messages_channels"]], - "dimensions": [], - }, -] -superset_metrics = { - "model.superset_examples.messages_channels": [ +superset_metricflow_metrics = { + "model.jaffle_shop.orders": [ { - "description": "", - "expression": "COUNT(*)", - "extra": "{}", - "metric_name": "cnt", - "metric_type": "count", - "verbose_name": "", + "expression": "COUNT(DISTINCT customer_id)", + "metric_name": "customers_with_orders", + "metric_type": "simple", + "verbose_name": "customers_with_orders", + "description": "Distict count of customers placing orders", + }, + { + "expression": "SUM(order_total)", + "metric_name": "order_total", + "metric_type": "simple", + "verbose_name": "order_total", + "description": "Sum of total order amonunt. Includes tax + revenue.", + }, + { + "expression": "SUM(CASE WHEN order_total >= 20 THEN 1 END)", + "metric_name": "large_order", + "metric_type": "simple", + "verbose_name": "large_order", + "description": "Count of orders with order total over 20.", + }, + { + "expression": "SUM(1)", + "metric_name": "orders", + "metric_type": "simple", + "verbose_name": "orders", + "description": "Count of orders.", + }, + { + "expression": "SUM(CASE WHEN is_food_order = TRUE THEN 1 END)", + "metric_name": "food_orders", + "metric_type": "simple", + "verbose_name": "food_orders", + "description": "Count of orders that contain food order items", + }, + { + "expression": "SUM(order_cost)", + "metric_name": "order_cost", + "metric_type": "simple", + "verbose_name": "order_cost", + "description": "Sum of cost for each order item.", + }, + ], + "model.jaffle_shop.order_items": [ + { + "expression": "SUM(product_price)", + "metric_name": "revenue", + "metric_type": "simple", + "verbose_name": "revenue", + "description": "Sum of the product revenue for each order item. Excludes tax.", + }, + { + "expression": "SUM(CASE WHEN is_food_item = 1 THEN product_price ELSE 0 END)", + "metric_name": "food_revenue", + "metric_type": "simple", + "verbose_name": "food_revenue", + "description": "The revenue from food in each order", + }, + { + "expression": "CAST(SUM(CASE WHEN is_food_item = 1 THEN product_price ELSE 0 END) AS DOUBLE) / CAST(NULLIF(SUM(product_price), 0) AS DOUBLE)", + "metric_name": "food_revenue_pct", + "metric_type": "ratio", + "verbose_name": "food_revenue_pct", + "description": "The % of order revenue from food.", + }, + { + "expression": "SUM(product_price)", + "metric_name": "cumulative_revenue", + "metric_type": "cumulative", + "verbose_name": "cumulative_revenue", + "description": "The cumulative revenue for all orders.", }, ], } -dbt_cloud_models = [ - { - "database": "examples_dev", - "description": "", - "meta": {}, - "name": "messages_channels", - "schema": "public", - "unique_id": "model.superset_examples.messages_channels", - }, - { - "database": "some_other_table", - "description": "", - "meta": {}, - "name": "some_other_table", - "schema": "public", - "unique_id": "model.superset_examples.some_other_table", - }, -] - -dbt_cloud_metrics = [ - { - "depends_on": ["model.superset_examples.messages_channels"], - "description": "", - "filters": [], - "label": "", - "meta": {}, - "name": "cnt", - "sql": "*", - "type": "count", - "unique_id": "metric.superset_examples.cnt", - }, - { - "depends_on": ["a", "b"], - "description": "", - "filters": [], - "label": "", - "meta": {}, - "name": "multiple parents", - "sql": "*", - "type": "count", - "unique_id": "c", - }, -] - -dbt_metricflow_metrics = [ - {"name": "a", "type": "Simple", "description": "The simplest metric"}, - {"name": "b", "type": "derived", "description": "Too complex for Superset"}, - {"name": "c", "type": "derived", "description": "Multiple models"}, -] - def test_dbt_core(mocker: MockerFixture, fs: FakeFilesystem) -> None: """ @@ -200,7 +1367,7 @@ def test_dbt_core(mocker: MockerFixture, fs: FakeFilesystem) -> None: manifest = root / "default/target/manifest.json" fs.create_file(manifest, contents=manifest_contents) profiles = root / ".dbt/profiles.yml" - fs.create_file(profiles) + fs.create_file(profiles, contents=profiles_contents) exposures = root / "models/exposures.yml" fs.create_file(exposures) @@ -231,6 +1398,10 @@ def test_dbt_core(mocker: MockerFixture, fs: FakeFilesystem) -> None: str(profiles), "--exposures", str(exposures), + "--project", + "default", + "--target", + "dev", ], catch_exceptions=False, ) @@ -240,7 +1411,7 @@ def test_dbt_core(mocker: MockerFixture, fs: FakeFilesystem) -> None: profiles, "default", "default", - None, + "dev", False, False, "", @@ -264,6 +1435,242 @@ def test_dbt_core(mocker: MockerFixture, fs: FakeFilesystem) -> None: ) +def test_dbt_core_metricflow(mocker: MockerFixture, fs: FakeFilesystem) -> None: + """ + Test the ``dbt-core`` command with Metricflow metrics. + """ + root = Path("/path/to/root") + fs.create_dir(root) + manifest = root / "default/target/manifest.json" + fs.create_file(manifest, contents=manifest_metricflow_contents) + profiles = root / ".dbt/profiles.yml" + fs.create_file(profiles, contents=profiles_contents) + exposures = root / "models/exposures.yml" + fs.create_file(exposures) + + SupersetClient = mocker.patch( + "preset_cli.cli.superset.sync.dbt.command.SupersetClient", + ) + client = SupersetClient() + mocker.patch("preset_cli.cli.superset.main.UsernamePasswordAuth") + sync_database = mocker.patch( + "preset_cli.cli.superset.sync.dbt.command.sync_database", + ) + mocker.patch( + "preset_cli.cli.superset.sync.dbt.command.subprocess.run", + side_effect=[ + mocker.MagicMock( + stdout="""✔ Success 🦄 - query completed after 0.28 seconds +🔎 SQL (remove --explain to see data or add --show-dataflow-plan to see the generated dataflow plan): +SELECT + COUNT(DISTINCT customer_id) AS customers_with_orders +FROM `dbt-tutorial-347100`.`dbt_beto`.`orders` orders_src_3""", + ), + mocker.MagicMock( + stdout="""✔ Success 🦄 - query completed after 0.37 seconds +🔎 SQL (remove --explain to see data or add --show-dataflow-plan to see the generated dataflow plan): +SELECT + COUNT(DISTINCT customers_with_orders) AS new_customer +FROM ( + SELECT + customers_src_0.customer_type AS customer__customer_type + , orders_src_3.customer_id AS customers_with_orders + FROM `dbt-tutorial-347100`.`dbt_beto`.`orders` orders_src_3 + LEFT OUTER JOIN + `dbt-tutorial-347100`.`dbt_beto`.`customers` customers_src_0 + ON + orders_src_3.customer_id = customers_src_0.customer_id +) subq_7 +WHERE customer__customer_type = 'new'""", + ), + mocker.MagicMock( + stdout="""✔ Success 🦄 - query completed after 0.29 seconds +🔎 SQL (remove --explain to see data or add --show-dataflow-plan to see the generated dataflow plan): +SELECT + SUM(order_total) AS order_total +FROM `dbt-tutorial-347100`.`dbt_beto`.`orders` orders_src_3""", + ), + mocker.MagicMock( + stdout="""✔ Success 🦄 - query completed after 0.35 seconds +🔎 SQL (remove --explain to see data or add --show-dataflow-plan to see the generated dataflow plan): +SELECT + SUM(order_count) AS large_order +FROM ( + SELECT + order_total AS order_id__order_total_dim + , 1 AS order_count + FROM `dbt-tutorial-347100`.`dbt_beto`.`orders` orders_src_3 +) subq_2 +WHERE order_id__order_total_dim >= 20""", + ), + mocker.MagicMock( + stdout="""✔ Success 🦄 - query completed after 0.28 seconds +🔎 SQL (remove --explain to see data or add --show-dataflow-plan to see the generated dataflow plan): +SELECT + SUM(1) AS orders +FROM `dbt-tutorial-347100`.`dbt_beto`.`orders` orders_src_3""", + ), + mocker.MagicMock( + stdout="""✔ Success 🦄 - query completed after 0.31 seconds +🔎 SQL (remove --explain to see data or add --show-dataflow-plan to see the generated dataflow plan): +SELECT + SUM(order_count) AS food_orders +FROM ( + SELECT + is_food_order AS order_id__is_food_order + , 1 AS order_count + FROM `dbt-tutorial-347100`.`dbt_beto`.`orders` orders_src_3 +) subq_2 +WHERE order_id__is_food_order = true""", + ), + mocker.MagicMock( + stdout="""✔ Success 🦄 - query completed after 0.24 seconds +🔎 SQL (remove --explain to see data or add --show-dataflow-plan to see the generated dataflow plan): +SELECT + SUM(product_price) AS revenue +FROM `dbt-tutorial-347100`.`dbt_beto`.`order_items` order_item_src_2""", + ), + mocker.MagicMock( + stdout="""✔ Success 🦄 - query completed after 0.28 seconds +🔎 SQL (remove --explain to see data or add --show-dataflow-plan to see the generated dataflow plan): +SELECT + SUM(order_cost) AS order_cost +FROM `dbt-tutorial-347100`.`dbt_beto`.`orders` orders_src_3""", + ), + CalledProcessError(1, cmd="mf", output="Error occurred"), + mocker.MagicMock( + stdout="""✔ Success 🦄 - query completed after 0.26 seconds +🔎 SQL (remove --explain to see data or add --show-dataflow-plan to see the generated dataflow plan): +SELECT + SUM(case when is_food_item = 1 then product_price else 0 end) AS food_revenue +FROM `dbt-tutorial-347100`.`dbt_beto`.`order_items` order_item_src_2""", + ), + mocker.MagicMock( + stdout="""✔ Success 🦄 - query completed after 0.31 seconds +🔎 SQL (remove --explain to see data or add --show-dataflow-plan to see the generated dataflow plan): +SELECT + CAST(SUM(case when is_food_item = 1 then product_price else 0 end) AS FLOAT64) / CAST(NULLIF(SUM(product_price), 0) AS FLOAT64) AS food_revenue_pct +FROM `dbt-tutorial-347100`.`dbt_beto`.`order_items` order_item_src_2""", + ), + CalledProcessError(1, cmd="mf", output="Error occurred"), + mocker.MagicMock( + stdout="""✔ Success 🦄 - query completed after 0.43 seconds +🔎 SQL (remove --explain to see data or add --show-dataflow-plan to see the generated dataflow plan): +SELECT + revenue - cost AS order_gross_profit +FROM ( + SELECT + subq_4.revenue AS revenue + , subq_9.cost AS cost + FROM ( + SELECT + SUM(product_price) AS revenue + FROM `dbt-tutorial-347100`.`dbt_beto`.`order_items` order_item_src_2 + ) subq_4 + CROSS JOIN ( + SELECT + SUM(order_cost) AS cost + FROM `dbt-tutorial-347100`.`dbt_beto`.`orders` orders_src_3 + ) subq_9 +) subq_10""", + ), + mocker.MagicMock( + stdout="""✔ Success 🦄 - query completed after 0.30 seconds +🔎 SQL (remove --explain to see data or add --show-dataflow-plan to see the generated dataflow plan): +SELECT + SUM(product_price) AS cumulative_revenue +FROM `dbt-tutorial-347100`.`dbt_beto`.`order_items` order_item_src_2""", + ), + ], + ) + + runner = CliRunner() + result = runner.invoke( + superset_cli, + [ + "https://superset.example.org/", + "sync", + "dbt-core", + str(manifest), + "--profiles", + str(profiles), + "--exposures", + str(exposures), + "--project", + "default", + "--target", + "dev", + ], + catch_exceptions=False, + ) + assert result.exit_code == 0 + sync_database.assert_called_with( + client, + profiles, + "default", + "default", + "dev", + False, + False, + "", + ) + + +def test_dbt_core_metricflow_not_found( + mocker: MockerFixture, + fs: FakeFilesystem, +) -> None: + """ + Test the ``dbt-core`` command when ``mf`` is not found. + """ + root = Path("/path/to/root") + fs.create_dir(root) + manifest = root / "default/target/manifest.json" + fs.create_file(manifest, contents=manifest_metricflow_contents) + profiles = root / ".dbt/profiles.yml" + fs.create_file(profiles, contents=profiles_contents) + exposures = root / "models/exposures.yml" + fs.create_file(exposures) + + mocker.patch( + "preset_cli.cli.superset.sync.dbt.command.SupersetClient", + ) + mocker.patch("preset_cli.cli.superset.main.UsernamePasswordAuth") + mocker.patch( + "preset_cli.cli.superset.sync.dbt.command.sync_database", + ) + mocker.patch( + "preset_cli.cli.superset.sync.dbt.command.subprocess.run", + side_effect=FileNotFoundError(2, "No such file or directory: 'mf'"), + ) + _logger = mocker.patch("preset_cli.cli.superset.sync.dbt.command._logger") + + runner = CliRunner() + result = runner.invoke( + superset_cli, + [ + "https://superset.example.org/", + "sync", + "dbt-core", + str(manifest), + "--profiles", + str(profiles), + "--exposures", + str(exposures), + "--project", + "default", + "--target", + "dev", + ], + catch_exceptions=False, + ) + assert result.exit_code == 0 + _logger.warning.assert_called_with( + "`mf` command not found, if you're using Metricflow make sure you have it " + "installed in order to sync metrics", + ) + + def test_dbt_core_preserve_metadata( mocker: MockerFixture, fs: FakeFilesystem, @@ -276,7 +1683,7 @@ def test_dbt_core_preserve_metadata( manifest = root / "default/target/manifest.json" fs.create_file(manifest, contents=manifest_contents) profiles = root / ".dbt/profiles.yml" - fs.create_file(profiles) + fs.create_file(profiles, contents=profiles_contents) exposures = root / "models/exposures.yml" fs.create_file(exposures) @@ -308,6 +1715,10 @@ def test_dbt_core_preserve_metadata( "--exposures", str(exposures), "--preserve-metadata", + "--project", + "default", + "--target", + "dev", ], catch_exceptions=False, ) @@ -317,7 +1728,7 @@ def test_dbt_core_preserve_metadata( profiles, "default", "default", - None, + "dev", False, False, "", @@ -353,7 +1764,7 @@ def test_dbt_core_preserve_columns( manifest = root / "default/target/manifest.json" fs.create_file(manifest, contents=manifest_contents) profiles = root / ".dbt/profiles.yml" - fs.create_file(profiles) + fs.create_file(profiles, contents=profiles_contents) SupersetClient = mocker.patch( "preset_cli.cli.superset.sync.dbt.command.SupersetClient", @@ -378,6 +1789,10 @@ def test_dbt_core_preserve_columns( "--profiles", str(profiles), "--preserve-columns", + "--project", + "default", + "--target", + "dev", ], catch_exceptions=False, ) @@ -387,7 +1802,7 @@ def test_dbt_core_preserve_columns( profiles, "default", "default", - None, + "dev", False, False, "", @@ -417,7 +1832,7 @@ def test_dbt_core_merge_metadata( manifest = root / "default/target/manifest.json" fs.create_file(manifest, contents=manifest_contents) profiles = root / ".dbt/profiles.yml" - fs.create_file(profiles) + fs.create_file(profiles, contents=profiles_contents) exposures = root / "models/exposures.yml" fs.create_file(exposures) @@ -449,6 +1864,10 @@ def test_dbt_core_merge_metadata( "--exposures", str(exposures), "--merge-metadata", + "--project", + "default", + "--target", + "dev", ], catch_exceptions=False, ) @@ -458,7 +1877,7 @@ def test_dbt_core_merge_metadata( profiles, "default", "default", - None, + "dev", False, False, "", @@ -495,7 +1914,7 @@ def test_dbt_core_preserve_and_merge( manifest = root / "default/target/manifest.json" fs.create_file(manifest, contents=manifest_contents) profiles = root / ".dbt/profiles.yml" - fs.create_file(profiles) + fs.create_file(profiles, contents=profiles_contents) exposures = root / "models/exposures.yml" fs.create_file(exposures) @@ -515,6 +1934,10 @@ def test_dbt_core_preserve_and_merge( str(exposures), "--preserve-metadata", "--merge-metadata", + "--project", + "default", + "--target", + "dev", ], catch_exceptions=False, ) @@ -541,7 +1964,7 @@ def test_dbt_core_dbt_project(mocker: MockerFixture, fs: FakeFilesystem) -> None manifest = root / "default/target/manifest.json" fs.create_file(manifest, contents=manifest_contents) profiles = root / ".dbt/profiles.yml" - fs.create_file(profiles) + fs.create_file(profiles, contents=profiles_contents) SupersetClient = mocker.patch( "preset_cli.cli.superset.sync.dbt.command.SupersetClient", @@ -562,6 +1985,8 @@ def test_dbt_core_dbt_project(mocker: MockerFixture, fs: FakeFilesystem) -> None str(dbt_project), "--profiles", str(profiles), + "--target", + "dev", ], catch_exceptions=False, ) @@ -571,7 +1996,7 @@ def test_dbt_core_dbt_project(mocker: MockerFixture, fs: FakeFilesystem) -> None profiles, "my_project", "default", - None, + "dev", False, False, "", @@ -585,7 +2010,7 @@ def test_dbt_core_invalid_argument(mocker: MockerFixture, fs: FakeFilesystem) -> root = Path("/path/to/root") fs.create_dir(root) profiles = root / ".dbt/profiles.yml" - fs.create_file(profiles) + fs.create_file(profiles, contents=profiles_contents) wrong = root / "wrong" fs.create_file(wrong) @@ -622,7 +2047,7 @@ def test_dbt(mocker: MockerFixture, fs: FakeFilesystem) -> None: manifest = root / "default/target/manifest.json" fs.create_file(manifest, contents=manifest_contents) profiles = root / ".dbt/profiles.yml" - fs.create_file(profiles) + fs.create_file(profiles, contents=profiles_contents) exposures = root / "models/exposures.yml" fs.create_file(exposures) @@ -653,6 +2078,10 @@ def test_dbt(mocker: MockerFixture, fs: FakeFilesystem) -> None: str(profiles), "--exposures", str(exposures), + "--project", + "default", + "--target", + "dev", ], catch_exceptions=False, ) @@ -662,7 +2091,7 @@ def test_dbt(mocker: MockerFixture, fs: FakeFilesystem) -> None: profiles, "default", "default", - None, + "dev", False, False, "", @@ -766,7 +2195,7 @@ def test_dbt_core_no_exposures(mocker: MockerFixture, fs: FakeFilesystem) -> Non manifest = root / "default/target/manifest.json" fs.create_file(manifest, contents=manifest_contents) profiles = root / ".dbt/profiles.yml" - fs.create_file(profiles) + fs.create_file(profiles, contents=profiles_contents) mocker.patch("preset_cli.cli.superset.sync.dbt.command.SupersetClient") mocker.patch("preset_cli.cli.superset.main.UsernamePasswordAuth") @@ -786,6 +2215,10 @@ def test_dbt_core_no_exposures(mocker: MockerFixture, fs: FakeFilesystem) -> Non str(manifest), "--profiles", str(profiles), + "--project", + "default", + "--target", + "dev", ], catch_exceptions=False, ) @@ -802,7 +2235,7 @@ def test_dbt_core_default_profile(mocker: MockerFixture, fs: FakeFilesystem) -> manifest = root / "default/target/manifest.json" fs.create_file(manifest, contents=manifest_contents) profiles = root / ".dbt/profiles.yml" - fs.create_file(profiles) + fs.create_file(profiles, contents=profiles_contents) exposures = root / "models/exposures.yml" fs.create_file(exposures) @@ -830,6 +2263,10 @@ def test_dbt_core_default_profile(mocker: MockerFixture, fs: FakeFilesystem) -> str(manifest), "--exposures", str(exposures), + "--project", + "default", + "--target", + "dev", ], catch_exceptions=False, ) @@ -839,7 +2276,7 @@ def test_dbt_core_default_profile(mocker: MockerFixture, fs: FakeFilesystem) -> profiles, "default", "default", - None, + "dev", False, False, "", @@ -855,7 +2292,7 @@ def test_dbt_core_no_database(mocker: MockerFixture, fs: FakeFilesystem) -> None manifest = root / "default/target/manifest.json" fs.create_file(manifest, contents=manifest_contents) profiles = root / ".dbt/profiles.yml" - fs.create_file(profiles) + fs.create_file(profiles, contents=profiles_contents) exposures = root / "models/exposures.yml" fs.create_file(exposures) @@ -878,6 +2315,10 @@ def test_dbt_core_no_database(mocker: MockerFixture, fs: FakeFilesystem) -> None str(profiles), "--exposures", str(exposures), + "--project", + "default", + "--target", + "dev", ], catch_exceptions=False, ) @@ -908,7 +2349,7 @@ def test_dbt_core_disallow_edits_superset( manifest = root / "default/target/manifest.json" fs.create_file(manifest, contents=manifest_contents) profiles = root / ".dbt/profiles.yml" - fs.create_file(profiles) + fs.create_file(profiles, contents=profiles_contents) SupersetClient = mocker.patch( "preset_cli.cli.superset.sync.dbt.command.SupersetClient", @@ -933,6 +2374,8 @@ def test_dbt_core_disallow_edits_superset( "--profiles", str(profiles), "--disallow-edits", + "--target", + "dev", ], catch_exceptions=False, ) @@ -949,7 +2392,7 @@ def test_dbt_core_disallow_edits_superset( profiles, "my_project", "default", - None, + "dev", False, True, "", @@ -1535,7 +2978,7 @@ def test_dbt_core_exposures_only(mocker: MockerFixture, fs: FakeFilesystem) -> N manifest = root / "default/target/manifest.json" fs.create_file(manifest, contents=manifest_contents) profiles = root / ".dbt/profiles.yml" - fs.create_file(profiles) + fs.create_file(profiles, contents=profiles_contents) exposures = root / "models/exposures.yml" fs.create_file(exposures) @@ -1571,6 +3014,10 @@ def test_dbt_core_exposures_only(mocker: MockerFixture, fs: FakeFilesystem) -> N "--exposures", str(exposures), "--exposures-only", + "--project", + "default", + "--target", + "dev", ], catch_exceptions=False, ) diff --git a/tests/cli/superset/sync/dbt/manifest-metricflow.json b/tests/cli/superset/sync/dbt/manifest-metricflow.json new file mode 100644 index 00000000..2052cdbf --- /dev/null +++ b/tests/cli/superset/sync/dbt/manifest-metricflow.json @@ -0,0 +1 @@ +{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v10.json", "dbt_version": "1.6.0", "generated_at": "2024-02-28T19:06:28.836433Z", "invocation_id": "ec3dc518-c503-44d7-a72c-2c9604af3fe0", "env": {}, "project_name": "jaffle_shop", "project_id": "06e5b98c2db46f8a72cc4f66410e9b3b", "user_id": "5d7e5802-57b9-4a69-acc0-6525aada0177", "send_anonymous_usage_stats": true, "adapter_type": "bigquery"}, "nodes": {"model.jaffle_shop.stg_products": {"database": "dbt-tutorial-347100", "schema": "dbt_beto", "name": "stg_products", "resource_type": "model", "package_name": "jaffle_shop", "path": "staging/stg_products.sql", "original_file_path": "models/staging/stg_products.sql", "unique_id": "model.jaffle_shop.stg_products", "fqn": ["jaffle_shop", "staging", "stg_products"], "alias": "stg_products", "checksum": {"name": "sha256", "checksum": "76a701136875b4f04bcd365446a2dc3e3c433136a2d30b2d9ede55298c84404e"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "Product (food and drink items that can be ordered) data with basic cleaning and transformation applied, one row per product.", "columns": {"product_id": {"name": "product_id", "description": "The unique key for each product.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "jaffle_shop://models/staging/stg_products.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view"}, "created_at": 1702514525.401679, "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`stg_products`", "raw_code": "with\n\nsource as (\n\n select * from {{ source('ecom', 'raw_products') }}\n\n),\n\nrenamed as (\n\n select\n\n ---------- ids\n sku as product_id,\n\n ---------- text\n name as product_name,\n type as product_type,\n description as product_description,\n\n\n ---------- numerics\n (price / 100.0) as product_price,\n\n ---------- booleans\n case\n when type = 'jaffle' then 1\n else 0\n end as is_food_item,\n\n case\n when type = 'beverage' then 1\n else 0\n end as is_drink_item\n\n from source\n\n)\n\nselect * from renamed", "language": "sql", "refs": [], "sources": [["ecom", "raw_products"]], "metrics": [], "depends_on": {"macros": [], "nodes": ["source.jaffle_shop.ecom.raw_products"]}, "compiled_path": "target/compiled/jaffle_shop/models/staging/stg_products.sql", "compiled": true, "compiled_code": "with\n\nsource as (\n\n select * from `dbt-tutorial-347100`.`dbt_beto`.`raw_products`\n\n),\n\nrenamed as (\n\n select\n\n ---------- ids\n sku as product_id,\n\n ---------- text\n name as product_name,\n type as product_type,\n description as product_description,\n\n\n ---------- numerics\n (price / 100.0) as product_price,\n\n ---------- booleans\n case\n when type = 'jaffle' then 1\n else 0\n end as is_food_item,\n\n case\n when type = 'beverage' then 1\n else 0\n end as is_drink_item\n\n from source\n\n)\n\nselect * from renamed", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.jaffle_shop.stg_customers": {"database": "dbt-tutorial-347100", "schema": "dbt_beto", "name": "stg_customers", "resource_type": "model", "package_name": "jaffle_shop", "path": "staging/stg_customers.sql", "original_file_path": "models/staging/stg_customers.sql", "unique_id": "model.jaffle_shop.stg_customers", "fqn": ["jaffle_shop", "staging", "stg_customers"], "alias": "stg_customers", "checksum": {"name": "sha256", "checksum": "37b269b48f94b4526ee48b7123397b9a2f457266e97bf5b876b988cbce9eeef6"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "Customer data with basic cleaning and transformation applied, one row per customer.", "columns": {"customer_id": {"name": "customer_id", "description": "The unique key for each customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "jaffle_shop://models/staging/stg_customers.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view"}, "created_at": 1702514525.416814, "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`stg_customers`", "raw_code": "with\n\nsource as (\n\n select * from {{ source('ecom', 'raw_customers') }}\n\n),\n\nrenamed as (\n\n select\n\n ---------- ids\n id as customer_id,\n\n ---------- text\n name as customer_name\n\n from source\n\n)\n\nselect * from renamed", "language": "sql", "refs": [], "sources": [["ecom", "raw_customers"]], "metrics": [], "depends_on": {"macros": [], "nodes": ["source.jaffle_shop.ecom.raw_customers"]}, "compiled_path": "target/compiled/jaffle_shop/models/staging/stg_customers.sql", "compiled": true, "compiled_code": "with\n\nsource as (\n\n select * from `dbt-tutorial-347100`.`dbt_beto`.`raw_customers`\n\n),\n\nrenamed as (\n\n select\n\n ---------- ids\n id as customer_id,\n\n ---------- text\n name as customer_name\n\n from source\n\n)\n\nselect * from renamed", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.jaffle_shop.stg_supplies": {"database": "dbt-tutorial-347100", "schema": "dbt_beto", "name": "stg_supplies", "resource_type": "model", "package_name": "jaffle_shop", "path": "staging/stg_supplies.sql", "original_file_path": "models/staging/stg_supplies.sql", "unique_id": "model.jaffle_shop.stg_supplies", "fqn": ["jaffle_shop", "staging", "stg_supplies"], "alias": "stg_supplies", "checksum": {"name": "sha256", "checksum": "f3e61efc6f6c2d522c3c9385d9914eae23ff7bf129c6fb6f11b2dbdecef6f50f"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "List of our supply expenses data with basic cleaning and transformation applied.\nOne row per supply cost, not per supply. As supply costs fluctuate they receive a new row with a new UUID. Thus there can be multiple rows per supply_id.\n", "columns": {"supply_uuid": {"name": "supply_uuid", "description": "The unique key of our supplies per cost.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "jaffle_shop://models/staging/stg_supplies.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view"}, "created_at": 1702514525.3776808, "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`stg_supplies`", "raw_code": "with\n\nsource as (\n\n select * from {{ source('ecom', 'raw_supplies') }}\n\n),\n\nrenamed as (\n\n select\n\n ---------- ids\n {{ dbt_utils.generate_surrogate_key(['id', 'sku']) }} as supply_uuid,\n id as supply_id,\n sku as product_id,\n\n ---------- text\n name as supply_name,\n\n ---------- numerics\n (cost / 100.0) as supply_cost,\n\n ---------- booleans\n perishable as is_perishable_supply\n\n from source\n\n)\n\nselect * from renamed", "language": "sql", "refs": [], "sources": [["ecom", "raw_supplies"]], "metrics": [], "depends_on": {"macros": ["macro.dbt_utils.generate_surrogate_key"], "nodes": ["source.jaffle_shop.ecom.raw_supplies"]}, "compiled_path": "target/compiled/jaffle_shop/models/staging/stg_supplies.sql", "compiled": true, "compiled_code": "with\n\nsource as (\n\n select * from `dbt-tutorial-347100`.`dbt_beto`.`raw_supplies`\n\n),\n\nrenamed as (\n\n select\n\n ---------- ids\n \n \nto_hex(md5(cast(coalesce(cast(id as STRING), '_dbt_utils_surrogate_key_null_') || '-' || coalesce(cast(sku as STRING), '_dbt_utils_surrogate_key_null_') as STRING))) as supply_uuid,\n id as supply_id,\n sku as product_id,\n\n ---------- text\n name as supply_name,\n\n ---------- numerics\n (cost / 100.0) as supply_cost,\n\n ---------- booleans\n perishable as is_perishable_supply\n\n from source\n\n)\n\nselect * from renamed", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.jaffle_shop.stg_orders": {"database": "dbt-tutorial-347100", "schema": "dbt_beto", "name": "stg_orders", "resource_type": "model", "package_name": "jaffle_shop", "path": "staging/stg_orders.sql", "original_file_path": "models/staging/stg_orders.sql", "unique_id": "model.jaffle_shop.stg_orders", "fqn": ["jaffle_shop", "staging", "stg_orders"], "alias": "stg_orders", "checksum": {"name": "sha256", "checksum": "64e9b156a536566cf07b1f90d7650a6d3af1c25eabfadefad04ba5533b82a83d"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "Order data with basic cleaning and transformation applied, one row per order.", "columns": {"order_id": {"name": "order_id", "description": "The unique key for each order.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "jaffle_shop://models/staging/stg_orders.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view"}, "created_at": 1702514525.396977, "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`stg_orders`", "raw_code": "with\n\nsource as (\n\n select * from {{ source('ecom', 'raw_orders') }}\n -- if you generate a larger dataset, you can limit the timespan to the current time with the following line\n -- where ordered_at <= {{ var('truncate_timespan_to') }}\n\n),\n\nrenamed as (\n\n select\n\n ---------- ids\n id as order_id,\n store_id as location_id,\n customer as customer_id,\n\n ---------- numerics\n (order_total / 100.0) as order_total,\n (tax_paid / 100.0) as tax_paid,\n\n ---------- timestamps\n {{dbt.date_trunc('day','ordered_at')}} as ordered_at\n\n from source\n\n)\n\nselect * from renamed", "language": "sql", "refs": [], "sources": [["ecom", "raw_orders"]], "metrics": [], "depends_on": {"macros": ["macro.dbt.current_timestamp", "macro.dbt.date_trunc"], "nodes": ["source.jaffle_shop.ecom.raw_orders"]}, "compiled_path": "target/compiled/jaffle_shop/models/staging/stg_orders.sql", "compiled": true, "compiled_code": "with\n\nsource as (\n\n select * from `dbt-tutorial-347100`.`dbt_beto`.`raw_orders`\n -- if you generate a larger dataset, you can limit the timespan to the current time with the following line\n -- where ordered_at <= current_timestamp()\n\n),\n\nrenamed as (\n\n select\n\n ---------- ids\n id as order_id,\n store_id as location_id,\n customer as customer_id,\n\n ---------- numerics\n (order_total / 100.0) as order_total,\n (tax_paid / 100.0) as tax_paid,\n\n ---------- timestamps\n timestamp_trunc(\n cast(ordered_at as timestamp),\n day\n ) as ordered_at\n\n from source\n\n)\n\nselect * from renamed", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.jaffle_shop.stg_order_items": {"database": "dbt-tutorial-347100", "schema": "dbt_beto", "name": "stg_order_items", "resource_type": "model", "package_name": "jaffle_shop", "path": "staging/stg_order_items.sql", "original_file_path": "models/staging/stg_order_items.sql", "unique_id": "model.jaffle_shop.stg_order_items", "fqn": ["jaffle_shop", "staging", "stg_order_items"], "alias": "stg_order_items", "checksum": {"name": "sha256", "checksum": "c4551967544f92a36cf257eccdb2c2806343ce82e1c6d96c59adbd9263539ce2"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "Individual food and drink items that make up our orders, one row per item.", "columns": {"order_item_id": {"name": "order_item_id", "description": "The unique key for each order item.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "jaffle_shop://models/staging/stg_order_items.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view"}, "created_at": 1702514525.436424, "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`stg_order_items`", "raw_code": "with\n\nsource as (\n\n select * from {{ source('ecom', 'raw_items') }}\n\n),\n\nrenamed as (\n\n select\n\n ---------- ids\n id as order_item_id,\n order_id,\n sku as product_id\n\n from source\n\n)\n\nselect * from renamed", "language": "sql", "refs": [], "sources": [["ecom", "raw_items"]], "metrics": [], "depends_on": {"macros": [], "nodes": ["source.jaffle_shop.ecom.raw_items"]}, "compiled_path": "target/compiled/jaffle_shop/models/staging/stg_order_items.sql", "compiled": true, "compiled_code": "with\n\nsource as (\n\n select * from `dbt-tutorial-347100`.`dbt_beto`.`raw_items`\n\n),\n\nrenamed as (\n\n select\n\n ---------- ids\n id as order_item_id,\n order_id,\n sku as product_id\n\n from source\n\n)\n\nselect * from renamed", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.jaffle_shop.stg_locations": {"database": "dbt-tutorial-347100", "schema": "dbt_beto", "name": "stg_locations", "resource_type": "model", "package_name": "jaffle_shop", "path": "staging/stg_locations.sql", "original_file_path": "models/staging/stg_locations.sql", "unique_id": "model.jaffle_shop.stg_locations", "fqn": ["jaffle_shop", "staging", "stg_locations"], "alias": "stg_locations", "checksum": {"name": "sha256", "checksum": "9e3a52c057340df711ad32e83c567143175fd1fc54f2d5c75ff4fbc198a597e3"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "List of open locations with basic cleaning and transformation applied, one row per location.", "columns": {"location_id": {"name": "location_id", "description": "The unique key for each location.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "jaffle_shop://models/staging/stg_locations.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "view"}, "created_at": 1702514525.44064, "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`stg_locations`", "raw_code": "with\n\nsource as (\n\n select * from {{ source('ecom', 'raw_stores') }}\n\n -- if you generate a larger dataset, you can limit the timespan to the current time with the following line\n -- where ordered_at <= {{ var('truncate_timespan_to') }}\n),\n\nrenamed as (\n\n select\n\n ---------- ids\n id as location_id,\n\n ---------- text\n name as location_name,\n\n ---------- numerics\n tax_rate,\n\n ---------- timestamps\n {{dbt.date_trunc('day', 'opened_at')}} as opened_at\n\n from source\n\n)\n\nselect * from renamed", "language": "sql", "refs": [], "sources": [["ecom", "raw_stores"]], "metrics": [], "depends_on": {"macros": ["macro.dbt.current_timestamp", "macro.dbt.date_trunc"], "nodes": ["source.jaffle_shop.ecom.raw_stores"]}, "compiled_path": "target/compiled/jaffle_shop/models/staging/stg_locations.sql", "compiled": true, "compiled_code": "with\n\nsource as (\n\n select * from `dbt-tutorial-347100`.`dbt_beto`.`raw_stores`\n\n -- if you generate a larger dataset, you can limit the timespan to the current time with the following line\n -- where ordered_at <= current_timestamp()\n),\n\nrenamed as (\n\n select\n\n ---------- ids\n id as location_id,\n\n ---------- text\n name as location_name,\n\n ---------- numerics\n tax_rate,\n\n ---------- timestamps\n timestamp_trunc(\n cast(opened_at as timestamp),\n day\n ) as opened_at\n\n from source\n\n)\n\nselect * from renamed", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.jaffle_shop.customers": {"database": "dbt-tutorial-347100", "schema": "dbt_beto", "name": "customers", "resource_type": "model", "package_name": "jaffle_shop", "path": "marts/customers.sql", "original_file_path": "models/marts/customers.sql", "unique_id": "model.jaffle_shop.customers", "fqn": ["jaffle_shop", "marts", "customers"], "alias": "customers", "checksum": {"name": "sha256", "checksum": "aab6679f91377f285bfb321bce22611ae372aabbdeb6081457bcb2fa9ac40b10"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "Customer overview data mart, offering key details for each unique customer. One row per customer.", "columns": {"customer_id": {"name": "customer_id", "description": "The unique key of the orders mart.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_name": {"name": "customer_name", "description": "Customers' full name.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "count_lifetime_orders": {"name": "count_lifetime_orders", "description": "Total number of orders a customer has ever placed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_ordered_at": {"name": "first_ordered_at", "description": "The timestamp when a customer placed their first order.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "last_ordered_at": {"name": "last_ordered_at", "description": "The timestamp of a customer's most recent order.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_spend_pretax": {"name": "lifetime_spend_pretax", "description": "The sum of all the pre-tax subtotals of every order a customer has placed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "lifetime_spend": {"name": "lifetime_spend", "description": "The sum of all the order totals (including tax) that a customer has ever placed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_type": {"name": "customer_type", "description": "Options are 'new' or 'returning', indicating if a customer has ordered more than once or has only placed their first order to date.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "jaffle_shop://models/marts/customers.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table"}, "created_at": 1702514525.450856, "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`customers`", "raw_code": "with\n\ncustomers as (\n\n select * from {{ ref('stg_customers') }}\n\n),\n\norders_table as (\n\n select * from {{ ref('orders') }}\n\n),\n\norder_items_table as (\n\n select * from {{ ref('order_items') }}\n),\n\norder_summary as (\n\n select\n customer_id,\n\n count(distinct orders.order_id) as count_lifetime_orders,\n count(distinct orders.order_id) > 1 as is_repeat_buyer,\n min(orders.ordered_at) as first_ordered_at,\n max(orders.ordered_at) as last_ordered_at,\n sum(order_items.product_price) as lifetime_spend_pretax,\n sum(orders.order_total) as lifetime_spend\n\n from orders_table as orders\n \n left join order_items_table as order_items on orders.order_id = order_items.order_id\n \n group by 1\n\n),\n\njoined as (\n\n select\n customers.*,\n order_summary.count_lifetime_orders,\n order_summary.first_ordered_at,\n order_summary.last_ordered_at,\n order_summary.lifetime_spend_pretax,\n order_summary.lifetime_spend,\n\n case\n when order_summary.is_repeat_buyer then 'returning'\n else 'new'\n end as customer_type\n\n from customers\n\n left join order_summary\n on customers.customer_id = order_summary.customer_id\n\n)\n\nselect * from joined", "language": "sql", "refs": [{"name": "stg_customers", "package": null, "version": null}, {"name": "orders", "package": null, "version": null}, {"name": "order_items", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.jaffle_shop.stg_customers", "model.jaffle_shop.orders", "model.jaffle_shop.order_items"]}, "compiled_path": "target/compiled/jaffle_shop/models/marts/customers.sql", "compiled": true, "compiled_code": "with\n\ncustomers as (\n\n select * from `dbt-tutorial-347100`.`dbt_beto`.`stg_customers`\n\n),\n\norders_table as (\n\n select * from `dbt-tutorial-347100`.`dbt_beto`.`orders`\n\n),\n\norder_items_table as (\n\n select * from `dbt-tutorial-347100`.`dbt_beto`.`order_items`\n),\n\norder_summary as (\n\n select\n customer_id,\n\n count(distinct orders.order_id) as count_lifetime_orders,\n count(distinct orders.order_id) > 1 as is_repeat_buyer,\n min(orders.ordered_at) as first_ordered_at,\n max(orders.ordered_at) as last_ordered_at,\n sum(order_items.product_price) as lifetime_spend_pretax,\n sum(orders.order_total) as lifetime_spend\n\n from orders_table as orders\n \n left join order_items_table as order_items on orders.order_id = order_items.order_id\n \n group by 1\n\n),\n\njoined as (\n\n select\n customers.*,\n order_summary.count_lifetime_orders,\n order_summary.first_ordered_at,\n order_summary.last_ordered_at,\n order_summary.lifetime_spend_pretax,\n order_summary.lifetime_spend,\n\n case\n when order_summary.is_repeat_buyer then 'returning'\n else 'new'\n end as customer_type\n\n from customers\n\n left join order_summary\n on customers.customer_id = order_summary.customer_id\n\n)\n\nselect * from joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.jaffle_shop.orders": {"database": "dbt-tutorial-347100", "schema": "dbt_beto", "name": "orders", "resource_type": "model", "package_name": "jaffle_shop", "path": "marts/orders.sql", "original_file_path": "models/marts/orders.sql", "unique_id": "model.jaffle_shop.orders", "fqn": ["jaffle_shop", "marts", "orders"], "alias": "orders", "checksum": {"name": "sha256", "checksum": "82065db130ac94225e37c84233aba8621ccab7b2317b8d6cf01e86471cbb19a3"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "Order overview data mart, offering key details for each order inlcluding if it's a customer's first order and a food vs. drink item breakdown. One row per order.", "columns": {"order_id": {"name": "order_id", "description": "The unique key of the orders mart.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_id": {"name": "customer_id", "description": "The foreign key relating to the customer who placed the order.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "location_id": {"name": "location_id", "description": "The foreign key relating to the location the order was placed at.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "order_total": {"name": "order_total", "description": "The total amount of the order in USD including tax.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "ordered_at": {"name": "ordered_at", "description": "The timestamp the order was placed at.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "count_food_items": {"name": "count_food_items", "description": "The number of individual food items ordered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "count_drink_items": {"name": "count_drink_items", "description": "The number of individual drink items ordered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "count_items": {"name": "count_items", "description": "The total number of both food and drink items ordered.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subtotal_food_items": {"name": "subtotal_food_items", "description": "The sum of all the food item prices without tax.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subtotal_drink_items": {"name": "subtotal_drink_items", "description": "The sum of all the drink item prices without tax.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "subtotal": {"name": "subtotal", "description": "The sum total of both food and drink item prices without tax.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "order_cost": {"name": "order_cost", "description": "The sum of supply expenses to fulfill the order.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "location_name": {"name": "location_name", "description": "The full location name of where this order was placed. Denormalized from `stg_locations`.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_first_order": {"name": "is_first_order", "description": "A boolean indicating if this order is from a new customer placing their first order.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_food_order": {"name": "is_food_order", "description": "A boolean indicating if this order included any food items.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "is_drink_order": {"name": "is_drink_order", "description": "A boolean indicating if this order included any drink items.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "jaffle_shop://models/marts/orders.yml", "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table"}, "created_at": 1702514525.4792378, "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`orders`", "raw_code": "with \n\norders as (\n \n select * from {{ ref('stg_orders')}}\n\n),\n\norder_items_table as (\n \n select * from {{ ref('order_items')}}\n\n),\n\norder_items_summary as (\n\n select\n\n order_items.order_id,\n\n sum(supply_cost) as order_cost,\n sum(is_food_item) as count_food_items,\n sum(is_drink_item) as count_drink_items\n\n\n from order_items_table as order_items\n\n group by 1\n\n),\n\n\ncompute_booleans as (\n select\n\n orders.*,\n count_food_items > 0 as is_food_order,\n count_drink_items > 0 as is_drink_order,\n order_cost\n\n from orders\n \n left join order_items_summary on orders.order_id = order_items_summary.order_id\n)\n\nselect * from compute_booleans", "language": "sql", "refs": [{"name": "stg_orders", "package": null, "version": null}, {"name": "order_items", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.jaffle_shop.stg_orders", "model.jaffle_shop.order_items"]}, "compiled_path": "target/compiled/jaffle_shop/models/marts/orders.sql", "compiled": true, "compiled_code": "with \n\norders as (\n \n select * from `dbt-tutorial-347100`.`dbt_beto`.`stg_orders`\n\n),\n\norder_items_table as (\n \n select * from `dbt-tutorial-347100`.`dbt_beto`.`order_items`\n\n),\n\norder_items_summary as (\n\n select\n\n order_items.order_id,\n\n sum(supply_cost) as order_cost,\n sum(is_food_item) as count_food_items,\n sum(is_drink_item) as count_drink_items\n\n\n from order_items_table as order_items\n\n group by 1\n\n),\n\n\ncompute_booleans as (\n select\n\n orders.*,\n count_food_items > 0 as is_food_order,\n count_drink_items > 0 as is_drink_order,\n order_cost\n\n from orders\n \n left join order_items_summary on orders.order_id = order_items_summary.order_id\n)\n\nselect * from compute_booleans", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.jaffle_shop.metricflow_time_spine": {"database": "dbt-tutorial-347100", "schema": "dbt_beto", "name": "metricflow_time_spine", "resource_type": "model", "package_name": "jaffle_shop", "path": "marts/metricflow_time_spine.sql", "original_file_path": "models/marts/metricflow_time_spine.sql", "unique_id": "model.jaffle_shop.metricflow_time_spine", "fqn": ["jaffle_shop", "marts", "metricflow_time_spine"], "alias": "metricflow_time_spine", "checksum": {"name": "sha256", "checksum": "2c46f934140af8bb4e9f5b66b9764dab4e6830cd5c6358e66ab51d70238f60e6"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table"}, "created_at": 1702514525.26042, "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`metricflow_time_spine`", "raw_code": "-- metricflow_time_spine.sql\nwith \n\ndays as (\n \n --for BQ adapters use \"DATE('01/01/2000','mm/dd/yyyy')\"\n {{ dbt_date.get_base_dates(n_dateparts=365*10, datepart=\"day\") }}\n\n),\n\ncast_to_date as (\n\n select \n cast(date_day as date) as date_day\n \n from days\n\n)\n\nselect * from cast_to_date", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt_date.get_base_dates"], "nodes": []}, "compiled_path": "target/compiled/jaffle_shop/models/marts/metricflow_time_spine.sql", "compiled": true, "compiled_code": "-- metricflow_time_spine.sql\nwith \n\ndays as (\n \n --for BQ adapters use \"DATE('01/01/2000','mm/dd/yyyy')\"\n \n with date_spine as\n(\n\n \n\n\n\n\n\nwith rawdata as (\n\n \n\n \n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n \n p0.generated_number * power(2, 0)\n + \n \n p1.generated_number * power(2, 1)\n + \n \n p2.generated_number * power(2, 2)\n + \n \n p3.generated_number * power(2, 3)\n + \n \n p4.generated_number * power(2, 4)\n + \n \n p5.generated_number * power(2, 5)\n + \n \n p6.generated_number * power(2, 6)\n + \n \n p7.generated_number * power(2, 7)\n + \n \n p8.generated_number * power(2, 8)\n + \n \n p9.generated_number * power(2, 9)\n + \n \n p10.generated_number * power(2, 10)\n + \n \n p11.generated_number * power(2, 11)\n \n \n + 1\n as generated_number\n\n from\n\n \n p as p0\n cross join \n \n p as p1\n cross join \n \n p as p2\n cross join \n \n p as p3\n cross join \n \n p as p4\n cross join \n \n p as p5\n cross join \n \n p as p6\n cross join \n \n p as p7\n cross join \n \n p as p8\n cross join \n \n p as p9\n cross join \n \n p as p10\n cross join \n \n p as p11\n \n \n\n )\n\n select *\n from unioned\n where generated_number <= 3651\n order by generated_number\n\n\n\n),\n\nall_periods as (\n\n select (\n \n\n datetime_add(\n cast( \n\n datetime_add(\n cast( cast(timestamp(datetime(current_timestamp(), 'America/Los_Angeles')) as date) as datetime),\n interval -3650 day\n )\n\n as datetime),\n interval row_number() over (order by 1) - 1 day\n )\n\n\n ) as date_day\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_day <= cast(\n\n datetime_add(\n cast( cast(timestamp(datetime(current_timestamp(), 'America/Los_Angeles')) as date) as datetime),\n interval 1 day\n )\n\n as date)\n\n)\n\nselect * from filtered\n\n\n\n)\nselect\n cast(d.date_day as TIMESTAMP) as date_day\nfrom\n date_spine d\n\n\n\n),\n\ncast_to_date as (\n\n select \n cast(date_day as date) as date_day\n \n from days\n\n)\n\nselect * from cast_to_date", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.jaffle_shop.order_items": {"database": "dbt-tutorial-347100", "schema": "dbt_beto", "name": "order_items", "resource_type": "model", "package_name": "jaffle_shop", "path": "marts/order_items.sql", "original_file_path": "models/marts/order_items.sql", "unique_id": "model.jaffle_shop.order_items", "fqn": ["jaffle_shop", "marts", "order_items"], "alias": "order_items", "checksum": {"name": "sha256", "checksum": "6391e10e8c9765f055e2e3736e0bc3bb7794d4fa95f506ee275229968aab231a"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"materialized": "table"}, "created_at": 1702514525.303211, "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`order_items`", "raw_code": "with \n\norder_items as (\n\n select * from {{ ref('stg_order_items') }}\n\n),\n\n\norders as (\n \n select * from {{ ref('stg_orders')}}\n),\n\nproducts as (\n\n select * from {{ ref('stg_products') }}\n\n),\n\nsupplies as (\n\n select * from {{ ref('stg_supplies') }}\n\n),\n\norder_supplies_summary as (\n\n select\n product_id,\n sum(supply_cost) as supply_cost\n\n from supplies\n\n group by 1\n),\n\njoined as (\n select\n order_items.*,\n products.product_price,\n order_supplies_summary.supply_cost,\n products.is_food_item,\n products.is_drink_item,\n orders.ordered_at\n\n from order_items\n\n left join orders on order_items.order_id = orders.order_id\n \n left join products on order_items.product_id = products.product_id\n \n left join order_supplies_summary on order_items.product_id = order_supplies_summary.product_id\n \n)\n\nselect * from joined", "language": "sql", "refs": [{"name": "stg_order_items", "package": null, "version": null}, {"name": "stg_orders", "package": null, "version": null}, {"name": "stg_products", "package": null, "version": null}, {"name": "stg_supplies", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.jaffle_shop.stg_order_items", "model.jaffle_shop.stg_orders", "model.jaffle_shop.stg_products", "model.jaffle_shop.stg_supplies"]}, "compiled_path": "target/compiled/jaffle_shop/models/marts/order_items.sql", "compiled": true, "compiled_code": "with \n\norder_items as (\n\n select * from `dbt-tutorial-347100`.`dbt_beto`.`stg_order_items`\n\n),\n\n\norders as (\n \n select * from `dbt-tutorial-347100`.`dbt_beto`.`stg_orders`\n),\n\nproducts as (\n\n select * from `dbt-tutorial-347100`.`dbt_beto`.`stg_products`\n\n),\n\nsupplies as (\n\n select * from `dbt-tutorial-347100`.`dbt_beto`.`stg_supplies`\n\n),\n\norder_supplies_summary as (\n\n select\n product_id,\n sum(supply_cost) as supply_cost\n\n from supplies\n\n group by 1\n),\n\njoined as (\n select\n order_items.*,\n products.product_price,\n order_supplies_summary.supply_cost,\n products.is_food_item,\n products.is_drink_item,\n orders.ordered_at\n\n from order_items\n\n left join orders on order_items.order_id = orders.order_id\n \n left join products on order_items.product_id = products.product_id\n \n left join order_supplies_summary on order_items.product_id = order_supplies_summary.product_id\n \n)\n\nselect * from joined", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "seed.jaffle_shop.raw_items": {"database": "dbt-tutorial-347100", "schema": "dbt_beto", "name": "raw_items", "resource_type": "seed", "package_name": "jaffle_shop", "path": "raw_items.csv", "original_file_path": "jaffle-data/raw_items.csv", "unique_id": "seed.jaffle_shop.raw_items", "fqn": ["jaffle_shop", "raw_items"], "alias": "raw_items", "checksum": {"name": "path", "checksum": "jaffle-data/raw_items.csv"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "quote_columns": null, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702514525.3253891, "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`raw_items`", "raw_code": "", "root_path": "/Users/beto/Projects/github/jaffle-sl-template", "depends_on": {"macros": []}}, "seed.jaffle_shop.raw_customers": {"database": "dbt-tutorial-347100", "schema": "dbt_beto", "name": "raw_customers", "resource_type": "seed", "package_name": "jaffle_shop", "path": "raw_customers.csv", "original_file_path": "jaffle-data/raw_customers.csv", "unique_id": "seed.jaffle_shop.raw_customers", "fqn": ["jaffle_shop", "raw_customers"], "alias": "raw_customers", "checksum": {"name": "sha256", "checksum": "24031fa95cd378d1d6148d1fdc16f76196938888430425a3e97fe5b5e408e3f7"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "quote_columns": null, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702514525.328771, "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`raw_customers`", "raw_code": "", "root_path": "/Users/beto/Projects/github/jaffle-sl-template", "depends_on": {"macros": []}}, "seed.jaffle_shop.raw_stores": {"database": "dbt-tutorial-347100", "schema": "dbt_beto", "name": "raw_stores", "resource_type": "seed", "package_name": "jaffle_shop", "path": "raw_stores.csv", "original_file_path": "jaffle-data/raw_stores.csv", "unique_id": "seed.jaffle_shop.raw_stores", "fqn": ["jaffle_shop", "raw_stores"], "alias": "raw_stores", "checksum": {"name": "sha256", "checksum": "6efd8559ff4eb206e431488e1a552920cb25b735bafc65c8f1954cf14d391e21"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "quote_columns": null, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702514525.331072, "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`raw_stores`", "raw_code": "", "root_path": "/Users/beto/Projects/github/jaffle-sl-template", "depends_on": {"macros": []}}, "seed.jaffle_shop.raw_orders": {"database": "dbt-tutorial-347100", "schema": "dbt_beto", "name": "raw_orders", "resource_type": "seed", "package_name": "jaffle_shop", "path": "raw_orders.csv", "original_file_path": "jaffle-data/raw_orders.csv", "unique_id": "seed.jaffle_shop.raw_orders", "fqn": ["jaffle_shop", "raw_orders"], "alias": "raw_orders", "checksum": {"name": "path", "checksum": "jaffle-data/raw_orders.csv"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "quote_columns": null, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702514525.3332028, "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`raw_orders`", "raw_code": "", "root_path": "/Users/beto/Projects/github/jaffle-sl-template", "depends_on": {"macros": []}}, "seed.jaffle_shop.raw_supplies": {"database": "dbt-tutorial-347100", "schema": "dbt_beto", "name": "raw_supplies", "resource_type": "seed", "package_name": "jaffle_shop", "path": "raw_supplies.csv", "original_file_path": "jaffle-data/raw_supplies.csv", "unique_id": "seed.jaffle_shop.raw_supplies", "fqn": ["jaffle_shop", "raw_supplies"], "alias": "raw_supplies", "checksum": {"name": "sha256", "checksum": "f366329b7c2207ad5366b0bf8e495e1437606a31ddbeca4f9bbd2c434069880d"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "quote_columns": null, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702514525.335242, "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`raw_supplies`", "raw_code": "", "root_path": "/Users/beto/Projects/github/jaffle-sl-template", "depends_on": {"macros": []}}, "seed.jaffle_shop.raw_products": {"database": "dbt-tutorial-347100", "schema": "dbt_beto", "name": "raw_products", "resource_type": "seed", "package_name": "jaffle_shop", "path": "raw_products.csv", "original_file_path": "jaffle-data/raw_products.csv", "unique_id": "seed.jaffle_shop.raw_products", "fqn": ["jaffle_shop", "raw_products"], "alias": "raw_products", "checksum": {"name": "sha256", "checksum": "0c1ee36722bcc27bf333f333daf2792b5032619e37db16cf58a1612589b382c1"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "quote_columns": null, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702514525.337302, "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`raw_products`", "raw_code": "", "root_path": "/Users/beto/Projects/github/jaffle-sl-template", "depends_on": {"macros": []}}, "test.jaffle_shop.not_null_stg_supplies_supply_uuid.515c6eda6d": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "supply_uuid", "model": "{{ get_where_subquery(ref('stg_supplies')) }}"}, "namespace": null}, "database": "dbt-tutorial-347100", "schema": "dbt_beto_dbt_test__audit", "name": "not_null_stg_supplies_supply_uuid", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_stg_supplies_supply_uuid.sql", "original_file_path": "models/staging/stg_supplies.yml", "unique_id": "test.jaffle_shop.not_null_stg_supplies_supply_uuid.515c6eda6d", "fqn": ["jaffle_shop", "staging", "not_null_stg_supplies_supply_uuid"], "alias": "not_null_stg_supplies_supply_uuid", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702514525.3933198, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_supplies", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_supplies"]}, "compiled_path": "target/compiled/jaffle_shop/models/staging/stg_supplies.yml/not_null_stg_supplies_supply_uuid.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect supply_uuid\nfrom `dbt-tutorial-347100`.`dbt_beto`.`stg_supplies`\nwhere supply_uuid is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "column_name": "supply_uuid", "file_key_name": "models.stg_supplies", "attached_node": "model.jaffle_shop.stg_supplies"}, "test.jaffle_shop.unique_stg_supplies_supply_uuid.c9e3edcfed": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "supply_uuid", "model": "{{ get_where_subquery(ref('stg_supplies')) }}"}, "namespace": null}, "database": "dbt-tutorial-347100", "schema": "dbt_beto_dbt_test__audit", "name": "unique_stg_supplies_supply_uuid", "resource_type": "test", "package_name": "jaffle_shop", "path": "unique_stg_supplies_supply_uuid.sql", "original_file_path": "models/staging/stg_supplies.yml", "unique_id": "test.jaffle_shop.unique_stg_supplies_supply_uuid.c9e3edcfed", "fqn": ["jaffle_shop", "staging", "unique_stg_supplies_supply_uuid"], "alias": "unique_stg_supplies_supply_uuid", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702514525.395068, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_supplies", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_supplies"]}, "compiled_path": "target/compiled/jaffle_shop/models/staging/stg_supplies.yml/unique_stg_supplies_supply_uuid.sql", "compiled": true, "compiled_code": "\n \n \n\nwith dbt_test__target as (\n\n select supply_uuid as unique_field\n from `dbt-tutorial-347100`.`dbt_beto`.`stg_supplies`\n where supply_uuid is not null\n\n)\n\nselect\n unique_field,\n count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "column_name": "supply_uuid", "file_key_name": "models.stg_supplies", "attached_node": "model.jaffle_shop.stg_supplies"}, "test.jaffle_shop.not_null_stg_orders_order_id.81cfe2fe64": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "order_id", "model": "{{ get_where_subquery(ref('stg_orders')) }}"}, "namespace": null}, "database": "dbt-tutorial-347100", "schema": "dbt_beto_dbt_test__audit", "name": "not_null_stg_orders_order_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_stg_orders_order_id.sql", "original_file_path": "models/staging/stg_orders.yml", "unique_id": "test.jaffle_shop.not_null_stg_orders_order_id.81cfe2fe64", "fqn": ["jaffle_shop", "staging", "not_null_stg_orders_order_id"], "alias": "not_null_stg_orders_order_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702514525.397794, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_orders"]}, "compiled_path": "target/compiled/jaffle_shop/models/staging/stg_orders.yml/not_null_stg_orders_order_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect order_id\nfrom `dbt-tutorial-347100`.`dbt_beto`.`stg_orders`\nwhere order_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "column_name": "order_id", "file_key_name": "models.stg_orders", "attached_node": "model.jaffle_shop.stg_orders"}, "test.jaffle_shop.unique_stg_orders_order_id.e3b841c71a": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "order_id", "model": "{{ get_where_subquery(ref('stg_orders')) }}"}, "namespace": null}, "database": "dbt-tutorial-347100", "schema": "dbt_beto_dbt_test__audit", "name": "unique_stg_orders_order_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "unique_stg_orders_order_id.sql", "original_file_path": "models/staging/stg_orders.yml", "unique_id": "test.jaffle_shop.unique_stg_orders_order_id.e3b841c71a", "fqn": ["jaffle_shop", "staging", "unique_stg_orders_order_id"], "alias": "unique_stg_orders_order_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702514525.399617, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_orders"]}, "compiled_path": "target/compiled/jaffle_shop/models/staging/stg_orders.yml/unique_stg_orders_order_id.sql", "compiled": true, "compiled_code": "\n \n \n\nwith dbt_test__target as (\n\n select order_id as unique_field\n from `dbt-tutorial-347100`.`dbt_beto`.`stg_orders`\n where order_id is not null\n\n)\n\nselect\n unique_field,\n count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "column_name": "order_id", "file_key_name": "models.stg_orders", "attached_node": "model.jaffle_shop.stg_orders"}, "test.jaffle_shop.not_null_stg_products_product_id.6373b0acf3": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "product_id", "model": "{{ get_where_subquery(ref('stg_products')) }}"}, "namespace": null}, "database": "dbt-tutorial-347100", "schema": "dbt_beto_dbt_test__audit", "name": "not_null_stg_products_product_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_stg_products_product_id.sql", "original_file_path": "models/staging/stg_products.yml", "unique_id": "test.jaffle_shop.not_null_stg_products_product_id.6373b0acf3", "fqn": ["jaffle_shop", "staging", "not_null_stg_products_product_id"], "alias": "not_null_stg_products_product_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702514525.4024918, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_products", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_products"]}, "compiled_path": "target/compiled/jaffle_shop/models/staging/stg_products.yml/not_null_stg_products_product_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect product_id\nfrom `dbt-tutorial-347100`.`dbt_beto`.`stg_products`\nwhere product_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "column_name": "product_id", "file_key_name": "models.stg_products", "attached_node": "model.jaffle_shop.stg_products"}, "test.jaffle_shop.unique_stg_products_product_id.7d950a1467": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "product_id", "model": "{{ get_where_subquery(ref('stg_products')) }}"}, "namespace": null}, "database": "dbt-tutorial-347100", "schema": "dbt_beto_dbt_test__audit", "name": "unique_stg_products_product_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "unique_stg_products_product_id.sql", "original_file_path": "models/staging/stg_products.yml", "unique_id": "test.jaffle_shop.unique_stg_products_product_id.7d950a1467", "fqn": ["jaffle_shop", "staging", "unique_stg_products_product_id"], "alias": "unique_stg_products_product_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702514525.40413, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_products", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_products"]}, "compiled_path": "target/compiled/jaffle_shop/models/staging/stg_products.yml/unique_stg_products_product_id.sql", "compiled": true, "compiled_code": "\n \n \n\nwith dbt_test__target as (\n\n select product_id as unique_field\n from `dbt-tutorial-347100`.`dbt_beto`.`stg_products`\n where product_id is not null\n\n)\n\nselect\n unique_field,\n count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "column_name": "product_id", "file_key_name": "models.stg_products", "attached_node": "model.jaffle_shop.stg_products"}, "test.jaffle_shop.not_null_stg_customers_customer_id.e2cfb1f9aa": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "customer_id", "model": "{{ get_where_subquery(ref('stg_customers')) }}"}, "namespace": null}, "database": "dbt-tutorial-347100", "schema": "dbt_beto_dbt_test__audit", "name": "not_null_stg_customers_customer_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_stg_customers_customer_id.sql", "original_file_path": "models/staging/stg_customers.yml", "unique_id": "test.jaffle_shop.not_null_stg_customers_customer_id.e2cfb1f9aa", "fqn": ["jaffle_shop", "staging", "not_null_stg_customers_customer_id"], "alias": "not_null_stg_customers_customer_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702514525.417635, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_customers", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_customers"]}, "compiled_path": "target/compiled/jaffle_shop/models/staging/stg_customers.yml/not_null_stg_customers_customer_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom `dbt-tutorial-347100`.`dbt_beto`.`stg_customers`\nwhere customer_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.stg_customers", "attached_node": "model.jaffle_shop.stg_customers"}, "test.jaffle_shop.unique_stg_customers_customer_id.c7614daada": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "customer_id", "model": "{{ get_where_subquery(ref('stg_customers')) }}"}, "namespace": null}, "database": "dbt-tutorial-347100", "schema": "dbt_beto_dbt_test__audit", "name": "unique_stg_customers_customer_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "unique_stg_customers_customer_id.sql", "original_file_path": "models/staging/stg_customers.yml", "unique_id": "test.jaffle_shop.unique_stg_customers_customer_id.c7614daada", "fqn": ["jaffle_shop", "staging", "unique_stg_customers_customer_id"], "alias": "unique_stg_customers_customer_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702514525.4193091, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_customers", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_customers"]}, "compiled_path": "target/compiled/jaffle_shop/models/staging/stg_customers.yml/unique_stg_customers_customer_id.sql", "compiled": true, "compiled_code": "\n \n \n\nwith dbt_test__target as (\n\n select customer_id as unique_field\n from `dbt-tutorial-347100`.`dbt_beto`.`stg_customers`\n where customer_id is not null\n\n)\n\nselect\n unique_field,\n count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.stg_customers", "attached_node": "model.jaffle_shop.stg_customers"}, "test.jaffle_shop.not_null_stg_order_items_order_item_id.26a7e2bc35": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "order_item_id", "model": "{{ get_where_subquery(ref('stg_order_items')) }}"}, "namespace": null}, "database": "dbt-tutorial-347100", "schema": "dbt_beto_dbt_test__audit", "name": "not_null_stg_order_items_order_item_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_stg_order_items_order_item_id.sql", "original_file_path": "models/staging/stg_order_items.yml", "unique_id": "test.jaffle_shop.not_null_stg_order_items_order_item_id.26a7e2bc35", "fqn": ["jaffle_shop", "staging", "not_null_stg_order_items_order_item_id"], "alias": "not_null_stg_order_items_order_item_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702514525.4372458, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_order_items", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_order_items"]}, "compiled_path": "target/compiled/jaffle_shop/models/staging/stg_order_items.yml/not_null_stg_order_items_order_item_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect order_item_id\nfrom `dbt-tutorial-347100`.`dbt_beto`.`stg_order_items`\nwhere order_item_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "column_name": "order_item_id", "file_key_name": "models.stg_order_items", "attached_node": "model.jaffle_shop.stg_order_items"}, "test.jaffle_shop.unique_stg_order_items_order_item_id.90e333a108": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "order_item_id", "model": "{{ get_where_subquery(ref('stg_order_items')) }}"}, "namespace": null}, "database": "dbt-tutorial-347100", "schema": "dbt_beto_dbt_test__audit", "name": "unique_stg_order_items_order_item_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "unique_stg_order_items_order_item_id.sql", "original_file_path": "models/staging/stg_order_items.yml", "unique_id": "test.jaffle_shop.unique_stg_order_items_order_item_id.90e333a108", "fqn": ["jaffle_shop", "staging", "unique_stg_order_items_order_item_id"], "alias": "unique_stg_order_items_order_item_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702514525.4389498, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_order_items", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_order_items"]}, "compiled_path": "target/compiled/jaffle_shop/models/staging/stg_order_items.yml/unique_stg_order_items_order_item_id.sql", "compiled": true, "compiled_code": "\n \n \n\nwith dbt_test__target as (\n\n select order_item_id as unique_field\n from `dbt-tutorial-347100`.`dbt_beto`.`stg_order_items`\n where order_item_id is not null\n\n)\n\nselect\n unique_field,\n count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "column_name": "order_item_id", "file_key_name": "models.stg_order_items", "attached_node": "model.jaffle_shop.stg_order_items"}, "test.jaffle_shop.not_null_stg_locations_location_id.3d237927d2": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "location_id", "model": "{{ get_where_subquery(ref('stg_locations')) }}"}, "namespace": null}, "database": "dbt-tutorial-347100", "schema": "dbt_beto_dbt_test__audit", "name": "not_null_stg_locations_location_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_stg_locations_location_id.sql", "original_file_path": "models/staging/stg_locations.yml", "unique_id": "test.jaffle_shop.not_null_stg_locations_location_id.3d237927d2", "fqn": ["jaffle_shop", "staging", "not_null_stg_locations_location_id"], "alias": "not_null_stg_locations_location_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702514525.44143, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_locations", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_locations"]}, "compiled_path": "target/compiled/jaffle_shop/models/staging/stg_locations.yml/not_null_stg_locations_location_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect location_id\nfrom `dbt-tutorial-347100`.`dbt_beto`.`stg_locations`\nwhere location_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "column_name": "location_id", "file_key_name": "models.stg_locations", "attached_node": "model.jaffle_shop.stg_locations"}, "test.jaffle_shop.unique_stg_locations_location_id.2e2fc58ecc": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "location_id", "model": "{{ get_where_subquery(ref('stg_locations')) }}"}, "namespace": null}, "database": "dbt-tutorial-347100", "schema": "dbt_beto_dbt_test__audit", "name": "unique_stg_locations_location_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "unique_stg_locations_location_id.sql", "original_file_path": "models/staging/stg_locations.yml", "unique_id": "test.jaffle_shop.unique_stg_locations_location_id.2e2fc58ecc", "fqn": ["jaffle_shop", "staging", "unique_stg_locations_location_id"], "alias": "unique_stg_locations_location_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702514525.443017, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_locations", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_locations"]}, "compiled_path": "target/compiled/jaffle_shop/models/staging/stg_locations.yml/unique_stg_locations_location_id.sql", "compiled": true, "compiled_code": "\n \n \n\nwith dbt_test__target as (\n\n select location_id as unique_field\n from `dbt-tutorial-347100`.`dbt_beto`.`stg_locations`\n where location_id is not null\n\n)\n\nselect\n unique_field,\n count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "column_name": "location_id", "file_key_name": "models.stg_locations", "attached_node": "model.jaffle_shop.stg_locations"}, "test.jaffle_shop.not_null_customers_customer_id.5c9bf9911d": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "customer_id", "model": "{{ get_where_subquery(ref('customers')) }}"}, "namespace": null}, "database": "dbt-tutorial-347100", "schema": "dbt_beto_dbt_test__audit", "name": "not_null_customers_customer_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_customers_customer_id.sql", "original_file_path": "models/marts/customers.yml", "unique_id": "test.jaffle_shop.not_null_customers_customer_id.5c9bf9911d", "fqn": ["jaffle_shop", "marts", "not_null_customers_customer_id"], "alias": "not_null_customers_customer_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702514525.451661, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "customers", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.customers"]}, "compiled_path": "target/compiled/jaffle_shop/models/marts/customers.yml/not_null_customers_customer_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom `dbt-tutorial-347100`.`dbt_beto`.`customers`\nwhere customer_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.customers", "attached_node": "model.jaffle_shop.customers"}, "test.jaffle_shop.unique_customers_customer_id.c5af1ff4b1": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "customer_id", "model": "{{ get_where_subquery(ref('customers')) }}"}, "namespace": null}, "database": "dbt-tutorial-347100", "schema": "dbt_beto_dbt_test__audit", "name": "unique_customers_customer_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "unique_customers_customer_id.sql", "original_file_path": "models/marts/customers.yml", "unique_id": "test.jaffle_shop.unique_customers_customer_id.c5af1ff4b1", "fqn": ["jaffle_shop", "marts", "unique_customers_customer_id"], "alias": "unique_customers_customer_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702514525.45346, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "customers", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.customers"]}, "compiled_path": "target/compiled/jaffle_shop/models/marts/customers.yml/unique_customers_customer_id.sql", "compiled": true, "compiled_code": "\n \n \n\nwith dbt_test__target as (\n\n select customer_id as unique_field\n from `dbt-tutorial-347100`.`dbt_beto`.`customers`\n where customer_id is not null\n\n)\n\nselect\n unique_field,\n count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.customers", "attached_node": "model.jaffle_shop.customers"}, "test.jaffle_shop.accepted_values_customers_customer_type__new__returning.d12f0947c8": {"test_metadata": {"name": "accepted_values", "kwargs": {"values": ["new", "returning"], "column_name": "customer_type", "model": "{{ get_where_subquery(ref('customers')) }}"}, "namespace": null}, "database": "dbt-tutorial-347100", "schema": "dbt_beto_dbt_test__audit", "name": "accepted_values_customers_customer_type__new__returning", "resource_type": "test", "package_name": "jaffle_shop", "path": "accepted_values_customers_customer_type__new__returning.sql", "original_file_path": "models/marts/customers.yml", "unique_id": "test.jaffle_shop.accepted_values_customers_customer_type__new__returning.d12f0947c8", "fqn": ["jaffle_shop", "marts", "accepted_values_customers_customer_type__new__returning"], "alias": "accepted_values_customers_customer_type__new__returning", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702514525.4553118, "relation_name": null, "raw_code": "{{ test_accepted_values(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "customers", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_accepted_values", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.customers"]}, "compiled_path": "target/compiled/jaffle_shop/models/marts/customers.yml/accepted_values_customers_customer_type__new__returning.sql", "compiled": true, "compiled_code": "\n \n \n\nwith all_values as (\n\n select\n customer_type as value_field,\n count(*) as n_records\n\n from `dbt-tutorial-347100`.`dbt_beto`.`customers`\n group by customer_type\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n 'new','returning'\n)\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "column_name": "customer_type", "file_key_name": "models.customers", "attached_node": "model.jaffle_shop.customers"}, "test.jaffle_shop.not_null_orders_order_id.cf6c17daed": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "order_id", "model": "{{ get_where_subquery(ref('orders')) }}"}, "namespace": null}, "database": "dbt-tutorial-347100", "schema": "dbt_beto_dbt_test__audit", "name": "not_null_orders_order_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_orders_order_id.sql", "original_file_path": "models/marts/orders.yml", "unique_id": "test.jaffle_shop.not_null_orders_order_id.cf6c17daed", "fqn": ["jaffle_shop", "marts", "not_null_orders_order_id"], "alias": "not_null_orders_order_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702514525.4801059, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.orders"]}, "compiled_path": "target/compiled/jaffle_shop/models/marts/orders.yml/not_null_orders_order_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect order_id\nfrom `dbt-tutorial-347100`.`dbt_beto`.`orders`\nwhere order_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "column_name": "order_id", "file_key_name": "models.orders", "attached_node": "model.jaffle_shop.orders"}, "test.jaffle_shop.unique_orders_order_id.fed79b3a6e": {"test_metadata": {"name": "unique", "kwargs": {"column_name": "order_id", "model": "{{ get_where_subquery(ref('orders')) }}"}, "namespace": null}, "database": "dbt-tutorial-347100", "schema": "dbt_beto_dbt_test__audit", "name": "unique_orders_order_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "unique_orders_order_id.sql", "original_file_path": "models/marts/orders.yml", "unique_id": "test.jaffle_shop.unique_orders_order_id.fed79b3a6e", "fqn": ["jaffle_shop", "marts", "unique_orders_order_id"], "alias": "unique_orders_order_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1702514525.482412, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.orders"]}, "compiled_path": "target/compiled/jaffle_shop/models/marts/orders.yml/unique_orders_order_id.sql", "compiled": true, "compiled_code": "\n \n \n\nwith dbt_test__target as (\n\n select order_id as unique_field\n from `dbt-tutorial-347100`.`dbt_beto`.`orders`\n where order_id is not null\n\n)\n\nselect\n unique_field,\n count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "column_name": "order_id", "file_key_name": "models.orders", "attached_node": "model.jaffle_shop.orders"}, "test.jaffle_shop.relationships_orders_customer_id__customer_id__ref_stg_customers_.918495ce16": {"test_metadata": {"name": "relationships", "kwargs": {"to": "ref('stg_customers')", "field": "customer_id", "column_name": "customer_id", "model": "{{ get_where_subquery(ref('orders')) }}"}, "namespace": null}, "database": "dbt-tutorial-347100", "schema": "dbt_beto_dbt_test__audit", "name": "relationships_orders_customer_id__customer_id__ref_stg_customers_", "resource_type": "test", "package_name": "jaffle_shop", "path": "relationships_orders_0389c224a99a98c0b58aedb753f052f0.sql", "original_file_path": "models/marts/orders.yml", "unique_id": "test.jaffle_shop.relationships_orders_customer_id__customer_id__ref_stg_customers_.918495ce16", "fqn": ["jaffle_shop", "marts", "relationships_orders_customer_id__customer_id__ref_stg_customers_"], "alias": "relationships_orders_0389c224a99a98c0b58aedb753f052f0", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "relationships_orders_0389c224a99a98c0b58aedb753f052f0", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"alias": "relationships_orders_0389c224a99a98c0b58aedb753f052f0"}, "created_at": 1702514525.484394, "relation_name": null, "raw_code": "{{ test_relationships(**_dbt_generic_test_kwargs) }}{{ config(alias=\"relationships_orders_0389c224a99a98c0b58aedb753f052f0\") }}", "language": "sql", "refs": [{"name": "stg_customers", "package": null, "version": null}, {"name": "orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_relationships", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_customers", "model.jaffle_shop.orders"]}, "compiled_path": "target/compiled/jaffle_shop/models/marts/orders.yml/relationships_orders_0389c224a99a98c0b58aedb753f052f0.sql", "compiled": true, "compiled_code": "\n \n \n\nwith child as (\n select customer_id as from_field\n from `dbt-tutorial-347100`.`dbt_beto`.`orders`\n where customer_id is not null\n),\n\nparent as (\n select customer_id as to_field\n from `dbt-tutorial-347100`.`dbt_beto`.`stg_customers`\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.orders", "attached_node": "model.jaffle_shop.orders"}}, "sources": {"source.jaffle_shop.ecom.raw_customers": {"database": "dbt-tutorial-347100", "schema": "dbt_beto", "name": "raw_customers", "resource_type": "source", "package_name": "jaffle_shop", "path": "models/staging/__sources.yml", "original_file_path": "models/staging/__sources.yml", "unique_id": "source.jaffle_shop.ecom.raw_customers", "fqn": ["jaffle_shop", "staging", "ecom", "raw_customers"], "source_name": "ecom", "source_description": "E-commerce data", "loader": "", "identifier": "raw_customers", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "One record per person who has purchased one or more items", "columns": {}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`raw_customers`", "created_at": 1702514525.5149372}, "source.jaffle_shop.ecom.raw_orders": {"database": "dbt-tutorial-347100", "schema": "dbt_beto", "name": "raw_orders", "resource_type": "source", "package_name": "jaffle_shop", "path": "models/staging/__sources.yml", "original_file_path": "models/staging/__sources.yml", "unique_id": "source.jaffle_shop.ecom.raw_orders", "fqn": ["jaffle_shop", "staging", "ecom", "raw_orders"], "source_name": "ecom", "source_description": "E-commerce data", "loader": "", "identifier": "raw_orders", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "ordered_at", "freshness": {"warn_after": {"count": 24, "period": "hour"}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "One record per order (consisting of one or more order items)", "columns": {}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`raw_orders`", "created_at": 1702514525.515121}, "source.jaffle_shop.ecom.raw_items": {"database": "dbt-tutorial-347100", "schema": "dbt_beto", "name": "raw_items", "resource_type": "source", "package_name": "jaffle_shop", "path": "models/staging/__sources.yml", "original_file_path": "models/staging/__sources.yml", "unique_id": "source.jaffle_shop.ecom.raw_items", "fqn": ["jaffle_shop", "staging", "ecom", "raw_items"], "source_name": "ecom", "source_description": "E-commerce data", "loader": "", "identifier": "raw_items", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Items included in an order", "columns": {}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`raw_items`", "created_at": 1702514525.5152671}, "source.jaffle_shop.ecom.raw_stores": {"database": "dbt-tutorial-347100", "schema": "dbt_beto", "name": "raw_stores", "resource_type": "source", "package_name": "jaffle_shop", "path": "models/staging/__sources.yml", "original_file_path": "models/staging/__sources.yml", "unique_id": "source.jaffle_shop.ecom.raw_stores", "fqn": ["jaffle_shop", "staging", "ecom", "raw_stores"], "source_name": "ecom", "source_description": "E-commerce data", "loader": "", "identifier": "raw_stores", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": "opened_at", "freshness": {"warn_after": {"count": 24, "period": "hour"}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "", "columns": {}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`raw_stores`", "created_at": 1702514525.51541}, "source.jaffle_shop.ecom.raw_products": {"database": "dbt-tutorial-347100", "schema": "dbt_beto", "name": "raw_products", "resource_type": "source", "package_name": "jaffle_shop", "path": "models/staging/__sources.yml", "original_file_path": "models/staging/__sources.yml", "unique_id": "source.jaffle_shop.ecom.raw_products", "fqn": ["jaffle_shop", "staging", "ecom", "raw_products"], "source_name": "ecom", "source_description": "E-commerce data", "loader": "", "identifier": "raw_products", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "One record per SKU for items sold in stores", "columns": {}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`raw_products`", "created_at": 1702514525.5155451}, "source.jaffle_shop.ecom.raw_supplies": {"database": "dbt-tutorial-347100", "schema": "dbt_beto", "name": "raw_supplies", "resource_type": "source", "package_name": "jaffle_shop", "path": "models/staging/__sources.yml", "original_file_path": "models/staging/__sources.yml", "unique_id": "source.jaffle_shop.ecom.raw_supplies", "fqn": ["jaffle_shop", "staging", "ecom", "raw_supplies"], "source_name": "ecom", "source_description": "E-commerce data", "loader": "", "identifier": "raw_supplies", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "One record per supply per SKU of items sold in stores", "columns": {}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`raw_supplies`", "created_at": 1702514525.515679}}, "macros": {"macro.jaffle_shop.cents_to_dollars": {"name": "cents_to_dollars", "resource_type": "macro", "package_name": "jaffle_shop", "path": "macros/cents_to_dollars.sql", "original_file_path": "macros/cents_to_dollars.sql", "unique_id": "macro.jaffle_shop.cents_to_dollars", "macro_sql": "{% macro cents_to_dollars(column_name, precision=2) -%}\n ({{ column_name }} / 100)::numeric(16, {{ precision }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.1847181, "supported_languages": null}, "macro.dbt_bigquery.date_sharded_table": {"name": "date_sharded_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.date_sharded_table", "macro_sql": "{% macro date_sharded_table(base_name) %}\n {{ return(base_name ~ \"[DBT__PARTITION_DATE]\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.1855512, "supported_languages": null}, "macro.dbt_bigquery.grant_access_to": {"name": "grant_access_to", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.grant_access_to", "macro_sql": "{% macro grant_access_to(entity, entity_type, role, grant_target_dict) -%}\n {% do adapter.grant_access_to(entity, entity_type, role, grant_target_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.186084, "supported_languages": null}, "macro.dbt_bigquery.get_partitions_metadata": {"name": "get_partitions_metadata", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/etc.sql", "original_file_path": "macros/etc.sql", "unique_id": "macro.dbt_bigquery.get_partitions_metadata", "macro_sql": "\n\n{%- macro get_partitions_metadata(table) -%}\n {%- if execute -%}\n {%- set res = adapter.get_partitions_metadata(table) -%}\n {{- return(res) -}}\n {%- endif -%}\n {{- return(None) -}}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.186731, "supported_languages": null}, "macro.dbt_bigquery.bigquery__can_clone_table": {"name": "bigquery__can_clone_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__can_clone_table", "macro_sql": "{% macro bigquery__can_clone_table() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.246546, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_or_replace_clone": {"name": "bigquery__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/clone.sql", "original_file_path": "macros/materializations/clone.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_or_replace_clone", "macro_sql": "{% macro bigquery__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace\n table {{ this_relation }}\n clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.246795, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql": {"name": "bq_generate_incremental_merge_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/merge.sql", "original_file_path": "macros/materializations/incremental_strategy/merge.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql", "macro_sql": "{% macro bq_generate_incremental_merge_build_sql(\n tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n) %}\n {%- set source_sql -%}\n {%- if tmp_relation_exists -%}\n (\n select\n {% if partition_by.time_ingestion_partitioning -%}\n {{ partition_by.insertable_time_partitioning_field() }},\n {%- endif -%}\n * from {{ tmp_relation }}\n )\n {%- else -%} {#-- wrap sql in parens to make it a subquery --#}\n (\n {%- if partition_by.time_ingestion_partitioning -%}\n {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n {%- else -%}\n {{sql}}\n {%- endif %}\n )\n {%- endif -%}\n {%- endset -%}\n\n {% set build_sql = get_merge_sql(target_relation, source_sql, unique_key, dest_columns, incremental_predicates) %}\n\n {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.2481978, "supported_languages": null}, "macro.dbt_bigquery.declare_dbt_max_partition": {"name": "declare_dbt_max_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/common.sql", "original_file_path": "macros/materializations/incremental_strategy/common.sql", "unique_id": "macro.dbt_bigquery.declare_dbt_max_partition", "macro_sql": "{% macro declare_dbt_max_partition(relation, partition_by, compiled_code, language='sql') %}\n\n {#-- TODO: revisit partitioning with python models --#}\n {%- if '_dbt_max_partition' in compiled_code and language == 'sql' -%}\n\n declare _dbt_max_partition {{ partition_by.data_type_for_partition() }} default (\n select max({{ partition_by.field }}) from {{ this }}\n where {{ partition_by.field }} is not null\n );\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.248896, "supported_languages": null}, "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql": {"name": "wrap_with_time_ingestion_partitioning_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro_sql": "{% macro wrap_with_time_ingestion_partitioning_sql(partition_by, sql, is_nested) %}\n\n select TIMESTAMP({{ partition_by.field }}) as {{ partition_by.insertable_time_partitioning_field() }}, * EXCEPT({{ partition_by.field }}) from (\n {{ sql }}\n ){%- if not is_nested -%};{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.262166, "supported_languages": null}, "macro.dbt_bigquery.get_quoted_with_types_csv": {"name": "get_quoted_with_types_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_quoted_with_types_csv", "macro_sql": "{% macro get_quoted_with_types_csv(columns) %}\n {% set quoted = [] %}\n {% for col in columns -%}\n {%- do quoted.append(adapter.quote(col.name) ~ \" \" ~ col.data_type) -%}\n {%- endfor %}\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.2628, "supported_languages": null}, "macro.dbt_bigquery.columns_without_partition_fields_csv": {"name": "columns_without_partition_fields_csv", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro_sql": "{% macro columns_without_partition_fields_csv(partition_config, columns) -%}\n {%- set columns_no_partition = partition_config.reject_partition_field_column(columns) -%}\n {% set columns_names = get_quoted_with_types_csv(columns_no_partition) %}\n {{ return(columns_names) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_quoted_with_types_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.263212, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql": {"name": "bq_insert_into_ingestion_time_partitioned_table_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql", "macro_sql": "{% macro bq_insert_into_ingestion_time_partitioned_table_sql(target_relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n {%- set raw_partition_by = config.get('partition_by', none) -%}\n {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n {% set dest_columns = adapter.get_columns_in_relation(target_relation) %}\n {%- set dest_columns_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ partition_by.insertable_time_partitioning_field() }}, {{ dest_columns_csv }})\n {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, False) }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.264229, "supported_languages": null}, "macro.dbt_bigquery.get_columns_with_types_in_query_sql": {"name": "get_columns_with_types_in_query_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "original_file_path": "macros/materializations/incremental_strategy/time_ingestion_tables.sql", "unique_id": "macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro_sql": "{% macro get_columns_with_types_in_query_sql(select_sql) %}\n {% set sql %}\n {%- set sql_header = config.get('sql_header', none) -%}\n {{ sql_header if sql_header is not none }}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n {% endset %}\n {{ return(adapter.get_columns_in_select_sql(sql)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.2647848, "supported_languages": null}, "macro.dbt_bigquery.bigquery__except": {"name": "bigquery__except", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt_bigquery.bigquery__except", "macro_sql": "{% macro bigquery__except() %}\n\n except distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.2778292, "supported_languages": null}, "macro.dbt_bigquery.bigquery__dateadd": {"name": "bigquery__dateadd", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_bigquery.bigquery__dateadd", "macro_sql": "{% macro bigquery__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n datetime_add(\n cast( {{ from_date_or_timestamp }} as datetime),\n interval {{ interval }} {{ datepart }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.278184, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp": {"name": "bigquery__current_timestamp", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp", "macro_sql": "{% macro bigquery__current_timestamp() -%}\n current_timestamp()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.2784529, "supported_languages": null}, "macro.dbt_bigquery.bigquery__snapshot_string_as_time": {"name": "bigquery__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_string_as_time", "macro_sql": "{% macro bigquery__snapshot_string_as_time(timestamp) -%}\n {%- set result = 'TIMESTAMP(\"' ~ timestamp ~ '\")' -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.278749, "supported_languages": null}, "macro.dbt_bigquery.bigquery__current_timestamp_backcompat": {"name": "bigquery__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/timestamps.sql", "original_file_path": "macros/utils/timestamps.sql", "unique_id": "macro.dbt_bigquery.bigquery__current_timestamp_backcompat", "macro_sql": "{% macro bigquery__current_timestamp_backcompat() -%}\n current_timestamp\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.2788851, "supported_languages": null}, "macro.dbt_bigquery.bigquery__intersect": {"name": "bigquery__intersect", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt_bigquery.bigquery__intersect", "macro_sql": "{% macro bigquery__intersect() %}\n\n intersect distinct\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.279059, "supported_languages": null}, "macro.dbt_bigquery.bigquery__escape_single_quotes": {"name": "bigquery__escape_single_quotes", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt_bigquery.bigquery__escape_single_quotes", "macro_sql": "{% macro bigquery__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\", \"\\\\'\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.2793658, "supported_languages": null}, "macro.dbt_bigquery.bigquery__format_column": {"name": "bigquery__format_column", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__format_column", "macro_sql": "{% macro bigquery__format_column(column) -%}\n {% set data_type = column.data_type %}\n {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.2805939, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_empty_schema_sql": {"name": "bigquery__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_empty_schema_sql", "macro_sql": "{% macro bigquery__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n {% for col in columns.values() %}\n {%- if col['data_type'] is not defined -%}\n {{ col_err.append(col['name']) }}\n {%- endif -%}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- endif -%}\n\n {%- set columns = adapter.nest_column_data_types(columns) -%}\n {{ return(dbt.default__get_empty_schema_sql(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.281536, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_select_subquery": {"name": "bigquery__get_select_subquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_select_subquery", "macro_sql": "{% macro bigquery__get_select_subquery(sql) %}\n select {{ adapter.dispatch('get_column_names')() }}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.281823, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_column_names": {"name": "bigquery__get_column_names", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/get_columns_spec_ddl.sql", "original_file_path": "macros/utils/get_columns_spec_ddl.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_column_names", "macro_sql": "{% macro bigquery__get_column_names() %}\n {#- loop through nested user_provided_columns to get column names -#}\n {%- set user_provided_columns = adapter.nest_column_data_types(model['columns']) -%}\n {%- for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.282599, "supported_languages": null}, "macro.dbt_bigquery.bigquery__right": {"name": "bigquery__right", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt_bigquery.bigquery__right", "macro_sql": "{% macro bigquery__right(string_text, length_expression) %}\n\n case when {{ length_expression }} = 0\n then ''\n else\n substr(\n {{ string_text }},\n -1 * ({{ length_expression }})\n )\n end\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.282979, "supported_languages": null}, "macro.dbt_bigquery.bigquery__listagg": {"name": "bigquery__listagg", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_bigquery.bigquery__listagg", "macro_sql": "{% macro bigquery__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n {% if limit_num -%}\n limit {{ limit_num }}\n {%- endif %}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.283612, "supported_languages": null}, "macro.dbt_bigquery.bigquery__datediff": {"name": "bigquery__datediff", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_bigquery.bigquery__datediff", "macro_sql": "{% macro bigquery__datediff(first_date, second_date, datepart) -%}\n\n {% if dbt_version[0] == 1 and dbt_version[2] >= 2 %}\n {{ return(dbt.datediff(first_date, second_date, datepart)) }}\n {% else %}\n\n datetime_diff(\n cast({{second_date}} as datetime),\n cast({{first_date}} as datetime),\n {{datepart}}\n )\n\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.284381, "supported_languages": null}, "macro.dbt_bigquery.bigquery__safe_cast": {"name": "bigquery__safe_cast", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt_bigquery.bigquery__safe_cast", "macro_sql": "{% macro bigquery__safe_cast(field, type) %}\n safe_cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.284665, "supported_languages": null}, "macro.dbt_bigquery.bigquery__hash": {"name": "bigquery__hash", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt_bigquery.bigquery__hash", "macro_sql": "{% macro bigquery__hash(field) -%}\n to_hex({{dbt.default__hash(field)}})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.2849422, "supported_languages": null}, "macro.dbt_bigquery.bigquery__position": {"name": "bigquery__position", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt_bigquery.bigquery__position", "macro_sql": "{% macro bigquery__position(substring_text, string_text) %}\n\n strpos(\n {{ string_text }},\n {{ substring_text }}\n\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.285373, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_concat": {"name": "bigquery__array_concat", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_concat", "macro_sql": "{% macro bigquery__array_concat(array_1, array_2) -%}\n array_concat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.285651, "supported_languages": null}, "macro.dbt_bigquery.bigquery__bool_or": {"name": "bigquery__bool_or", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt_bigquery.bigquery__bool_or", "macro_sql": "{% macro bigquery__bool_or(expression) -%}\n\n logical_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.285873, "supported_languages": null}, "macro.dbt_bigquery.bigquery__split_part": {"name": "bigquery__split_part", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_bigquery.bigquery__split_part", "macro_sql": "{% macro bigquery__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n split(\n {{ string_text }},\n {{ delimiter_text }}\n )[safe_offset({{ part_number - 1 }})]\n {% else %}\n split(\n {{ string_text }},\n {{ delimiter_text }}\n )[safe_offset(\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 1 + {{ part_number }}\n )]\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.286772, "supported_languages": null}, "macro.dbt_bigquery.bigquery__date_trunc": {"name": "bigquery__date_trunc", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt_bigquery.bigquery__date_trunc", "macro_sql": "{% macro bigquery__date_trunc(datepart, date) -%}\n timestamp_trunc(\n cast({{date}} as timestamp),\n {{datepart}}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.2870662, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_construct": {"name": "bigquery__array_construct", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_construct", "macro_sql": "{% macro bigquery__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n [ {{ inputs|join(' , ') }} ]\n {% else %}\n ARRAY<{{data_type}}>[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.287554, "supported_languages": null}, "macro.dbt_bigquery.bigquery__array_append": {"name": "bigquery__array_append", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt_bigquery.bigquery__array_append", "macro_sql": "{% macro bigquery__array_append(array, new_element) -%}\n {{ array_concat(array, array_construct([new_element])) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.array_concat", "macro.dbt.array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.287884, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_show_grant_sql": {"name": "bigquery__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_show_grant_sql", "macro_sql": "{% macro bigquery__get_show_grant_sql(relation) %}\n {% set location = adapter.get_dataset_location(relation) %}\n {% set relation = relation.incorporate(location=location) %}\n\n select privilege_type, grantee\n from {{ relation.information_schema(\"OBJECT_PRIVILEGES\") }}\n where object_schema = \"{{ relation.dataset }}\"\n and object_name = \"{{ relation.identifier }}\"\n -- filter out current user\n and split(grantee, ':')[offset(1)] != session_user()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.2888472, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_grant_sql": {"name": "bigquery__get_grant_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_grant_sql", "macro_sql": "\n\n\n{%- macro bigquery__get_grant_sql(relation, privilege, grantee) -%}\n grant `{{ privilege }}` on {{ relation.type }} {{ relation }} to {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.289271, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_revoke_sql": {"name": "bigquery__get_revoke_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_revoke_sql", "macro_sql": "{%- macro bigquery__get_revoke_sql(relation, privilege, grantee) -%}\n revoke `{{ privilege }}` on {{ relation.type }} {{ relation }} from {{ '\\\"' + grantee|join('\\\", \\\"') + '\\\"' }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.2896519, "supported_languages": null}, "macro.dbt_bigquery.bigquery__resolve_model_name": {"name": "bigquery__resolve_model_name", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt_bigquery.bigquery__resolve_model_name", "macro_sql": "{% macro bigquery__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('`', '') | replace('\"', '\\\"') }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.290485, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.2920902, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.2924118, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.29265, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.292886, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.293119, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.293679, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.2941709, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.2946591, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.295307, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.2957408, "supported_languages": null}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.33044, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.330919, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.3315341, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.332136, "supported_languages": null}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.3343391, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.335232, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.336263, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.336632, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.337758, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.346068, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.348511, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.348916, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.3505092, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.350931, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.351939, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.3528872, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.3541398, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.354555, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.354849, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.355291, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.3555882, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.35603, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.3563268, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.356725, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.357159, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.357406, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.3578398, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.393812, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.394006, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.3944519, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.3946729, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n {%- set relations = {'relations': []} -%}\n\n {%- if not defer_relation -%}\n -- nothing to do\n {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n\n {%- if existing_relation and not flags.FULL_REFRESH -%}\n -- noop!\n {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n -- Otherwise, this will be a view\n\n {% set can_clone_table = can_clone_table() %}\n\n {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {% if existing_relation is not none and not existing_relation.is_table %}\n {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n {{ drop_relation_if_exists(existing_relation) }}\n {% endif %}\n\n -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n {% call statement('main') %}\n {{ create_or_replace_clone(target_relation, defer_relation) }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n {%- else -%}\n\n {%- set target_relation = this.incorporate(type='view') -%}\n\n -- reuse the view materialization\n -- TODO: support actual dispatch for materialization macros\n -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n {% if not search_name in context %}\n {% set search_name = \"materialization_view_default\" %}\n {% endif %}\n {% set materialization_macro = context[search_name] %}\n {% set relations = materialization_macro() %}\n {{ return(relations) }}\n\n {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.399324, "supported_languages": ["sql"]}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.417898, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.41825, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4413419, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.441925, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.442671, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4430878, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.443538, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.444119, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4445171, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.445038, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.445497, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.445878, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.44674, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.449165, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4500449, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.450505, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.452992, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partiton start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.454776, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4560242, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.456726, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.457183, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4573178, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4580522, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4583611, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4588559, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4591308, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.459706, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.46001, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.460549, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.460892, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.461431, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.461619, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.462176, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.462512, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.463115, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4635, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.465197, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4659069, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.466432, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.466733, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.467276, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.467751, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.468479, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4689522, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4694662, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.46993, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4705532, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.470827, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.471352, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.471668, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.472167, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.47244, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.473844, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4741518, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.474417, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.474661, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.474918, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.475158, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.475415, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4756968, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.475956, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4761999, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4764612, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.476703, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.476964, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4771972, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.477631, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.477855, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.478385, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4785652, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4790819, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4794838, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.479724, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4805708, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4808378, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 + {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.481188, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.481619, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.481834, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.482589, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.482976, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.483407, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4836218, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.484224, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.484632, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.484923, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4852312, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.485947, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.486207, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.486442, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.486621, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.486885, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.487016, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.487285, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_bigquery.bigquery__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4875488, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.48879, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.489163, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.489423, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.490057, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.490389, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.490716, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4909708, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.4911811, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.5010712, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.501709, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.502156, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n {% call statement('validate_sql') -%}\n explain {{ sql }}\n {% endcall %}\n {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.502555, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.504961, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.5055099, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.505787, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.505985, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.506516, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.5068128, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.506986, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.507335, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.5076349, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.507988, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.508286, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.508636, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.509772, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.510099, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.510507, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.510869, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.512713, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.513702, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.513986, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.5143092, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.514584, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.514991, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.515729, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.537343, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.537602, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.538858, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.539514, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.540429, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.541169, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.541301, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.542081, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.5424562, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.542906, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.543342, "supported_languages": null}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.544068, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n dbt.split_part(\n dbt.split_part(\n dbt.replace(\n dbt.replace(\n dbt.replace(field, \"'android-app://'\", \"''\"\n ), \"'http://'\", \"''\"\n ), \"'https://'\", \"''\"\n ), \"'/'\", 1\n ), \"'?'\", 1\n )\n\n-%}\n\n\n {{ dbt.safe_cast(\n parsed,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part", "macro.dbt.replace", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.544853, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.545571, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n {%- set stripped_url =\n dbt.replace(\n dbt.replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n -%}\n\n {%- set first_slash_pos -%}\n coalesce(\n nullif({{ dbt.position(\"'/'\", stripped_url) }}, 0),\n {{ dbt.position(\"'?'\", stripped_url) }} - 1\n )\n {%- endset -%}\n\n {%- set parsed_path =\n dbt.split_part(\n dbt.right(\n stripped_url,\n dbt.length(stripped_url) ~ \"-\" ~ first_slash_pos\n ),\n \"'?'\", 1\n )\n -%}\n\n {{ dbt.safe_cast(\n parsed_path,\n dbt.type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.position", "macro.dbt.split_part", "macro.dbt.right", "macro.dbt.length", "macro.dbt.safe_cast", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.546597, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.547096, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = dbt.split_part(dbt.split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.547607, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.5491269, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model, group_by_columns) %}\n\n{{ config(fail_calc = 'sum(coalesce(row_count_delta, 0))') }}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in equal_rowcount. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_fewer_rows_than'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_our_model \n from {{ model }}\n {{ groupby_gb_cols }}\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_fewer_rows_than,\n count(*) as count_comparison_model \n from {{ compare_model }}\n {{ groupby_gb_cols }}\n\n),\ncounts as (\n\n select\n\n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_our_model,\n count_comparison_model\n from a\n full join b on \n a.id_dbtutils_test_fewer_rows_than = b.id_dbtutils_test_fewer_rows_than\n {{ join_gb_cols }}\n\n),\nfinal as (\n\n select *,\n case\n -- fail the test if we have more rows than the reference model and return the row count delta\n when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n -- fail the test if they are the same number\n when count_our_model = count_comparison_model then 1\n -- pass the test if the delta is positive (i.e. return the number 0)\n else 0\n end as row_count_delta\n from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.550842, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.5521762, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model, group_by_columns) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'sum(coalesce(diff_count, 0))') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(', ') + ', ' %}\n {% set join_gb_cols %}\n {% for c in group_by_columns %}\n and a.{{c}} = b.{{c}}\n {% endfor %}\n {% endset %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n{#-- We must add a fake join key in case additional grouping variables are not provided --#}\n{#-- Redshift does not allow for dynamically created join conditions (e.g. full join on 1 = 1 --#}\n{#-- The same logic is used in fewer_rows_than. In case of changes, maintain consistent logic --#}\n{% set group_by_columns = ['id_dbtutils_test_equal_rowcount'] + group_by_columns %}\n{% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n\nwith a as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_a \n from {{ model }}\n {{groupby_gb_cols}}\n\n\n),\nb as (\n\n select \n {{select_gb_cols}}\n 1 as id_dbtutils_test_equal_rowcount,\n count(*) as count_b \n from {{ compare_model }}\n {{groupby_gb_cols}}\n\n),\nfinal as (\n\n select\n \n {% for c in group_by_columns -%}\n a.{{c}} as {{c}}_a,\n b.{{c}} as {{c}}_b,\n {% endfor %}\n\n count_a,\n count_b,\n abs(count_a - count_b) as diff_count\n\n from a\n full join b\n on\n a.id_dbtutils_test_equal_rowcount = b.id_dbtutils_test_equal_rowcount\n {{join_gb_cols}}\n\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.553885, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.554846, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n select\n {{column_name}} as id\n\n from {{model}}\n\n where {{column_name}} is not null\n and {{from_condition}}\n\n),\n\nright_table as (\n\n select\n {{field}} as id\n\n from {{to}}\n\n where {{field}} is not null\n and {{to_condition}}\n\n),\n\nexceptions as (\n\n select\n left_table.id,\n right_table.id as right_id\n\n from left_table\n\n left join right_table\n on left_table.id = right_table.id\n\n where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.555389, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval, ignore_time_component=False, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval, ignore_time_component, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.556445, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval, ignore_time_component, group_by_columns) %}\n\n{% set threshold = 'cast(' ~ dbt.dateadd(datepart, interval * -1, dbt.current_timestamp()) ~ ' as ' ~ ('date' if ignore_time_component else dbt.type_timestamp()) ~ ')' %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nwith recency as (\n\n select \n\n {{ select_gb_cols }}\n {% if ignore_time_component %}\n cast(max({{ field }}) as date) as most_recent\n {%- else %}\n max({{ field }}) as most_recent\n {%- endif %}\n\n from {{ model }}\n\n {{ groupby_gb_cols }}\n\n)\n\nselect\n\n {{ select_gb_cols }}\n most_recent,\n {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.current_timestamp", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.557903, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.5585768, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\n\nselect\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\n {{groupby_gb_cols}}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.559316, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.5605, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n select *\n from {{ model }}\n),\n\nvalidation_errors as (\n select *\n from meet_condition\n where\n -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n 1 = 2\n\n {%- if min_value is not none %}\n -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n {%- endif %}\n\n {%- if max_value is not none %}\n -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.561257, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.562064, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n select distinct\n {{ column_name }} as value_field\n\n from {{ model }}\n\n),\n\nvalidation_errors as (\n\n select\n value_field\n\n from all_values\n where value_field in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.5626938, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name, group_by_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.563379, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name, group_by_columns) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nselect *\nfrom (\n select\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n {{select_gb_cols}}\n count({{ column_name }}) as filler_column\n\n from {{ model }}\n\n {{groupby_gb_cols}}\n\n having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.564127, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.56504, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n {%- set column_list=[] %}\n {% for column in combination_of_columns -%}\n {% set column_list = column_list.append( adapter.quote(column) ) %}\n {%- endfor %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n select\n {{ columns_csv }}\n from {{ model }}\n group by {{ columns_csv }}\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.566077, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.566879, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n {{ column_name }},\n count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n {{ field }},\n count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n select *\n from table_a\n {{ dbt.except() }}\n select *\n from table_b\n),\n\nexcept_b as (\n select *\n from table_b\n {{ dbt.except() }}\n select *\n from table_a\n),\n\nunioned as (\n select *\n from except_a\n union all\n select *\n from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.5674298, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None) %}\n {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.568096, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else \"1\" %}\n\nselect\n {{ column_list }}\nfrom {{ model }}\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.568671, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model, group_by_columns = []) %}\n {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, group_by_columns, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.569613, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model, group_by_columns) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(' ,') + ', ' %}\n {% set groupby_gb_cols = 'group by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith validation as (\n select\n {{select_gb_cols}}\n sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as numeric) as not_null_proportion\n from {{ model }}\n {{groupby_gb_cols}}\n),\nvalidation_errors as (\n select\n {{select_gb_cols}}\n not_null_proportion\n from validation\n where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.570901, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart, group_by_columns)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.5721831, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None, group_by_columns = []) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\n{% if group_by_columns|length() > 0 %}\n {% set select_gb_cols = group_by_columns|join(',') + ', ' %}\n {% set partition_gb_cols = 'partition by ' + group_by_columns|join(',') %}\n{% endif %}\n\nwith windowed as (\n\n select\n {{ select_gb_cols }}\n {{ column_name }},\n lag({{ column_name }}) over (\n {{partition_gb_cols}}\n order by {{ column_name }}\n ) as {{ previous_column_name }}\n from {{ model }}\n),\n\nvalidation_errors as (\n select\n *\n from windowed\n {% if datepart %}\n where not(cast({{ column_name }} as {{ dbt.type_timestamp() }})= cast({{ dbt.dateadd(datepart, interval, previous_column_name) }} as {{ dbt.type_timestamp() }}))\n {% else %}\n where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt.type_timestamp", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.5736141, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None) %}\n {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.574653, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None) %}\n\n{% set set_diff %}\n count(*) + coalesce(abs(\n sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{#-\nIf the compare_cols arg is provided, we can run this test without querying the\ninformation schema\u00a0\u2014 this allows the model to be an ephemeral model\n-#}\n\n{%- if not compare_columns -%}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set compare_columns = adapter.get_columns_in_relation(model) | map(attribute='quoted') -%}\n{%- endif -%}\n\n{% set compare_cols_csv = compare_columns | join(', ') %}\n\nwith a as (\n\n select * from {{ model }}\n\n),\n\nb as (\n\n select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n select {{compare_cols_csv}} from a\n {{ dbt.except() }}\n select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n select {{compare_cols_csv}} from b\n {{ dbt.except() }}\n select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n union all\n select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.5761752, "supported_languages": null}, "macro.dbt_utils.test_not_empty_string": {"name": "test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.test_not_empty_string", "macro_sql": "{% test not_empty_string(model, column_name, trim_whitespace=true) %}\n\n {{ return(adapter.dispatch('test_not_empty_string', 'dbt_utils')(model, column_name, trim_whitespace)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_empty_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.5769348, "supported_languages": null}, "macro.dbt_utils.default__test_not_empty_string": {"name": "default__test_not_empty_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_empty_string.sql", "original_file_path": "macros/generic_tests/not_empty_string.sql", "unique_id": "macro.dbt_utils.default__test_not_empty_string", "macro_sql": "{% macro default__test_not_empty_string(model, column_name, trim_whitespace=true) %}\n\n with\n \n all_values as (\n\n select \n\n\n {% if trim_whitespace == true -%}\n\n trim({{ column_name }}) as {{ column_name }}\n\n {%- else -%}\n\n {{ column_name }}\n\n {%- endif %}\n \n from {{ model }}\n\n ),\n\n errors as (\n\n select * from all_values\n where {{ column_name }} = ''\n\n )\n\n select * from errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.577416, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.582161, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n {% set allow_gaps_operator='=' %}\n {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n {% set allow_gaps_operator='<=' %}\n {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n {% set allow_gaps_operator='<' %}\n {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n {% set allow_zero_length_operator='<' %}\n {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n {% set allow_zero_length_operator='<=' %}\n {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n select\n {% if partition_by %}\n {{ partition_by }} as partition_by_col,\n {% endif %}\n {{ lower_bound_column }} as lower_bound,\n {{ upper_bound_column }} as upper_bound,\n\n lead({{ lower_bound_column }}) over (\n {{ partition_clause }}\n order by {{ lower_bound_column }}, {{ upper_bound_column }}\n ) as next_lower_bound,\n\n row_number() over (\n {{ partition_clause }}\n order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n ) = 1 as is_last_record\n\n from {{ model }}\n\n),\n\ncalc as (\n -- We want to return records where one of our assumptions fails, so we'll use\n -- the `not` function with `and` statements so we can write our assumptions more cleanly\n select\n *,\n\n -- For each record: lower_bound should be < upper_bound.\n -- Coalesce it to return an error on the null case (implicit assumption\n -- these columns are not_null)\n coalesce(\n lower_bound {{ allow_zero_length_operator }} upper_bound,\n false\n ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n -- Coalesce it to handle null cases for the last record.\n coalesce(\n upper_bound {{ allow_gaps_operator }} next_lower_bound,\n is_last_record,\n false\n ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n from window_functions\n\n),\n\nvalidation_errors as (\n\n select\n *\n from calc\n\n where not(\n -- THE FOLLOWING SHOULD BE TRUE --\n lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.584773, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.585205, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.585483, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.586179, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.5866182, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.58693, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.587332, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.587606, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n{#- Prepends \"_\" if string begins with a number -#}\n{% set string = modules.re.sub('^[0-9]', '_' + string[0], string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.588552, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n {%- if obj.is_cte -%}\n {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n {% if obj.name.startswith(ephemeral_prefix) %}\n {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n {% else %}\n {% set model_name = obj.name %}\n {%- endif -%}\n {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n {% endset %}\n {%- do exceptions.raise_compiler_error(error_message) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.589827, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.590843, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.591844, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.592236, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{dbt_utils.generate_series(\n dbt_utils.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n),\n\nall_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.592818, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.593311, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n {% set cols = adapter.get_columns_in_relation(relation) %}\n\n select {{ dbt_utils.nullcheck(cols) }}\n from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.593868, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.594868, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.596242, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.597446, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.598112, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.5984159, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.5993311, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.600415, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.601732, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.60235, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(\n schema_pattern = schema,\n table_pattern = prefix ~ '%',\n exclude = exclude,\n database = database\n ) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6027951, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix, quote_identifiers)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.604542, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='', quote_identifiers=True) -%}\r\n {%- do dbt_utils._is_relation(from, 'star') -%}\r\n {%- do dbt_utils._is_ephemeral(from, 'star') -%}\r\n\r\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\r\n {%- if not execute -%}\r\n {% do return('*') %}\r\n {%- endif -%}\r\n\r\n {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\r\n\r\n {%- if cols|length <= 0 -%}\r\n {% if flags.WHICH == 'compile' %}\r\n {% set response %}\r\n*\r\n/* No columns were returned. Maybe the relation doesn't exist yet \r\nor all columns were excluded. This star is only output during \r\ndbt compile, and exists to keep SQLFluff happy. */\r\n {% endset %}\r\n {% do return(response) %}\r\n {% else %}\r\n {% do return(\"/* no columns returned from star() macro */\") %}\r\n {% endif %}\r\n {%- else -%}\r\n {%- for col in cols %}\r\n {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}\r\n {%- if quote_identifiers -%}\r\n {{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {%- else -%}\r\n {{ col|trim }} {%- if prefix!='' or suffix!='' %} as {{ (prefix ~ col ~ suffix)|trim }} {%- endif -%}\r\n {% endif %}\r\n {%- if not loop.last %},{{ '\\n ' }}{%- endif -%}\r\n {%- endfor -%}\r\n {% endif %}\r\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6069279, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value') -%}\n {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.609231, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value') -%}\n\n {% if not relation %}\n {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n {% endif %}\n\n {%- set exclude = exclude if exclude is not none else [] %}\n {%- set remove = remove if remove is not none else [] %}\n\n {%- set include_cols = [] %}\n\n {%- set table_columns = {} %}\n\n {%- do table_columns.update({relation: []}) %}\n\n {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n {%- for col in cols -%}\n {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n {% do include_cols.append(col) %}\n {%- endif %}\n {%- endfor %}\n\n\n {%- for col in include_cols -%}\n select\n {%- for exclude_col in exclude %}\n {{ exclude_col }},\n {%- endfor %}\n\n cast('{{ col.column }}' as {{ dbt.type_string() }}) as {{ field_name }},\n cast( {% if col.data_type == 'boolean' %}\n {{ dbt.cast_bool_to_text(col.column) }}\n {% else %}\n {{ col.column }}\n {% endif %}\n as {{ cast_to }}) as {{ value_name }}\n\n from {{ relation }}\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.type_string", "macro.dbt.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6120582, "supported_languages": null}, "macro.dbt_utils.safe_divide": {"name": "safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.safe_divide", "macro_sql": "{% macro safe_divide(numerator, denominator) -%}\n {{ return(adapter.dispatch('safe_divide', 'dbt_utils')(numerator, denominator)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_divide"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.612535, "supported_languages": null}, "macro.dbt_utils.default__safe_divide": {"name": "default__safe_divide", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_divide.sql", "original_file_path": "macros/sql/safe_divide.sql", "unique_id": "macro.dbt_utils.default__safe_divide", "macro_sql": "{% macro default__safe_divide(numerator, denominator) %}\n ( {{ numerator }} ) / nullif( ( {{ denominator }} ), 0)\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.612761, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.617056, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n {%- set all_excludes = [] -%}\n {%- set all_includes = [] -%}\n\n {%- if exclude -%}\n {%- for exc in exclude -%}\n {%- do all_excludes.append(exc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- if include -%}\n {%- for inc in include -%}\n {%- do all_includes.append(inc | lower) -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column | lower in all_excludes -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column | lower not in all_includes -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n {%- set dbt_command = flags.WHICH -%}\n\n\n {% if dbt_command in ['run', 'build'] %}\n {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n {%- set relations_string -%}\n {%- for relation in relations -%}\n {{ relation.name }}\n {%- if not loop.last %}, {% endif -%}\n {%- endfor -%}\n {%- endset -%}\n\n {%- set error_message -%}\n There were no columns found to union for relations {{ relations_string }}\n {%- endset -%}\n\n {{ exceptions.raise_compiler_error(error_message) }}\n {%- endif -%}\n {%- endif -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n {%- if source_column_name is not none %}\n cast({{ dbt.string_literal(relation) }} as {{ dbt.type_string() }}) as {{ source_column_name }},\n {%- endif %}\n\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ relation }}\n\n {% if where -%}\n where {{ where }}\n {%- endif %}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt.string_literal", "macro.dbt.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.622536, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.623009, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n group by {% for i in range(1, n + 1) -%}\n {{ i }}{{ ',' if not loop.last }} \n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.623411, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by) -%}\n {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6245298, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n with row_numbered as (\n select\n _inner.*,\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) as rn\n from {{ relation }} as _inner\n )\n\n select\n distinct data.*\n from {{ relation }} as data\n {#\n -- Not all DBs will support natural joins but the ones that do include:\n -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n -- Apache Spark, SingleStore, Vertica\n -- Those that do not appear to support natural joins include:\n -- SQLServer, Trino, Presto, Rockset, Athena\n #}\n natural join row_numbered\n where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.62488, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n {{ return(dbt_utils.default__deduplicate(relation, partition_by, order_by=order_by)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.625204, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n select\n distinct on ({{ partition_by }}) *\n from {{ relation }}\n order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.625518, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.625792, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n select unique.*\n from (\n select\n array_agg (\n original\n order by {{ order_by }}\n limit 1\n )[offset(0)] unique\n from {{ relation }} original\n group by {{ partition_by }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6260722, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n {% set frustrating_jinja_feature = varargs %}\n {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.626684, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- set error_message = '\nWarning: `dbt_utils.surrogate_key` has been replaced by \\\n`dbt_utils.generate_surrogate_key`. The new macro treats null values \\\ndifferently to empty strings. To restore the behaviour of the original \\\nmacro, add a global variable in dbt_project.yml called \\\n`surrogate_key_treat_nulls_as_empty_strings` to your \\\ndbt_project.yml file with a value of True. \\\nThe {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.raise_compiler_error(error_message) -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.62707, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add(field_list) -%}\n {{ return(adapter.dispatch('safe_add', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.627656, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add(field_list) -%}\n\n{%- if field_list is not iterable or field_list is string or field_list is mapping -%}\n\n{%- set error_message = '\nWarning: the `safe_add` macro now takes a single list argument instead of \\\nstring arguments. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{%- endif -%}\n\n{% set fields = [] %}\n\n{%- for field in field_list -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.628491, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.629002, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n {% if col.is_string() -%}\n\n nullif({{col.name}},'') as {{col.name}}\n\n {%- else -%}\n\n {{col.name}}\n\n {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.629535, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.632111, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from {{ database }}.information_schema.tables\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6326752, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% if '%' in schema_pattern %}\n {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n {% else %}\n {% set schemata=[schema_pattern] %}\n {% endif %}\n\n {% set sql %}\n {% for schema in schemata %}\n select distinct\n table_schema,\n table_name,\n {{ dbt_utils.get_table_types_sql() }}\n\n from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n where lower(table_name) like lower ('{{ table_pattern }}')\n and lower(table_name) not like lower ('{{ exclude }}')\n\n {% if not loop.last %} union all {% endif %}\n\n {% endfor %}\n {% endset %}\n\n {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6339269, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n {% if execute %}\n\n {% set sql %}\n select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like lower('{{ schema_pattern }}')\n {% endset %}\n\n {% set results=run_query(sql) %}\n\n {% set schemata=results.columns['schema_name'].values() %}\n\n {{ return(schemata) }}\n\n {% else %}\n\n {{ return([]) }}\n\n {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6347141, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.636252, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {% set default = [] if not default %}\n {{ return(default) }}\n {% endif %}\n\n {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n {# TODO: Change the method signature in a future 0.x.0 release #}\n {%- set target_relation = table -%}\n\n {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n {%- call statement('get_column_values', fetch_result=true) %}\n\n {%- if not relation_exists and default is none -%}\n\n {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n {%- elif not relation_exists and default is not none -%}\n\n {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n {{ return(default) }}\n\n {%- else -%}\n\n\n select\n {{ column }} as value\n\n from {{ target_relation }}\n\n {% if where is not none %}\n where {{ where }}\n {% endif %}\n\n group by {{ column }}\n order by {{ order_by }}\n\n {% if max_records is not none %}\n limit {{ max_records }}\n {% endif %}\n\n {% endif %}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_column_values') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values) }}\n {%- else -%}\n {{ return(default) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6385238, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.640237, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {% for value in values %}\n {{ agg }}(\n {% if distinct %} distinct {% endif %}\n case\n when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n then {{ then_value }}\n else {{ else_value }}\n end\n )\n {% if alias %}\n {% if quote_identifiers %}\n as {{ adapter.quote(prefix ~ value ~ suffix) }}\n {% else %}\n as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n {% endif %}\n {% endif %}\n {% if not loop.last %},{% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.641512, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.642199, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {{ return('') }}\n {% endif %}\n\n {%- set include_cols = [] %}\n {%- set cols = adapter.get_columns_in_relation(from) -%}\n {%- set except = except | map(\"lower\") | list %}\n {%- for col in cols -%}\n {%- if col.column|lower not in except -%}\n {% do include_cols.append(col.column) %}\n {%- endif %}\n {%- endfor %}\n\n {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.643302, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.645258, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n {% set bin_size -%}\n (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n {%- endset %}\n (\n -- to break ties when the amount is eaxtly at the bucket egde\n case\n when\n mod(\n {{ dbt.safe_cast(expr, dbt.type_numeric() ) }},\n {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n ) = 0\n then 1\n else 0\n end\n ) +\n -- Anything over max_value goes the N+1 bucket\n least(\n ceil(\n ({{ expr }} - {{ min_value }})/{{ bin_size }}\n ),\n {{ num_buckets }} + 1\n )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.645953, "supported_languages": null}, "macro.dbt_utils.redshift__width_bucket": {"name": "redshift__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.redshift__width_bucket", "macro_sql": "{% macro redshift__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n {% set bin_size -%}\n (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n {%- endset %}\n (\n -- to break ties when the amount is exactly at the bucket edge\n case\n when\n {{ dbt.safe_cast(expr, dbt.type_numeric() ) }} %\n {{ dbt.safe_cast(bin_size, dbt.type_numeric() ) }}\n = 0\n then 1\n else 0\n end\n ) +\n -- Anything over max_value goes the N+1 bucket\n least(\n ceil(\n ({{ expr }} - {{ min_value }})/{{ bin_size }}\n ),\n {{ num_buckets }} + 1\n )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.646656, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.646954, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.647535, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {% set sql_results={} %}\n\n {%- if execute -%}\n {% set sql_results_table = load_result('get_query_results').table.columns %}\n {% for column_name, column in sql_results_table.items() %}\n {% do sql_results.update({column_name: column.values()}) %}\n {% endfor %}\n {%- endif -%}\n\n {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.648552, "supported_languages": null}, "macro.dbt_utils.generate_surrogate_key": {"name": "generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.generate_surrogate_key", "macro_sql": "{%- macro generate_surrogate_key(field_list) -%}\n {{ return(adapter.dispatch('generate_surrogate_key', 'dbt_utils')(field_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.649241, "supported_languages": null}, "macro.dbt_utils.default__generate_surrogate_key": {"name": "default__generate_surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_surrogate_key.sql", "original_file_path": "macros/sql/generate_surrogate_key.sql", "unique_id": "macro.dbt_utils.default__generate_surrogate_key", "macro_sql": "\n\n{%- macro default__generate_surrogate_key(field_list) -%}\n\n{% if var('surrogate_key_treat_nulls_as_empty_strings', False) %}\n {% set default_null_value = \"\" %}\n{% else %}\n {% set default_null_value = '_dbt_utils_surrogate_key_null_'%}\n{% endif %}\n\n{%- set fields = [] -%}\n\n{%- for field in field_list -%}\n\n {%- do fields.append(\n \"coalesce(cast(\" ~ field ~ \" as \" ~ dbt.type_string() ~ \"), '\" ~ default_null_value ~\"')\"\n ) -%}\n\n {%- if not loop.last %}\n {%- do fields.append(\"'-'\") -%}\n {%- endif -%}\n\n{%- endfor -%}\n\n{{ dbt.hash(dbt.concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.type_string", "macro.dbt.hash", "macro.dbt.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.650321, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.65091, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'EXTERNAL TABLE' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.651142, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'FOREIGN' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6513689, "supported_languages": null}, "macro.dbt_utils.get_single_value": {"name": "get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.get_single_value", "macro_sql": "{% macro get_single_value(query, default=none) %}\n {{ return(adapter.dispatch('get_single_value', 'dbt_utils')(query, default)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_single_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.65211, "supported_languages": null}, "macro.dbt_utils.default__get_single_value": {"name": "default__get_single_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_single_value.sql", "original_file_path": "macros/sql/get_single_value.sql", "unique_id": "macro.dbt_utils.default__get_single_value", "macro_sql": "{% macro default__get_single_value(query, default) %}\n\n{# This macro returns the (0, 0) record in a query, i.e. the first row of the first column #}\n\n {%- call statement('get_query_result', fetch_result=True, auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {%- if execute -%}\n\n {% set r = load_result('get_query_result').table.columns[0].values() %}\n {% if r | length == 0 %}\n {% do print('Query `' ~ query ~ '` returned no rows. Using the default value: ' ~ default) %}\n {% set sql_result = default %}\n {% else %}\n {% set sql_result = r[0] %}\n {% endif %}\n \n {%- else -%}\n \n {% set sql_result = default %}\n \n {%- endif -%}\n\n {% do return(sql_result) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.653248, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6547358, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.bigquery__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6551669, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n 2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.65612, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n 2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6575181, "supported_languages": null}, "macro.dbt_date.get_date_dimension": {"name": "get_date_dimension", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/get_date_dimension.sql", "original_file_path": "macros/get_date_dimension.sql", "unique_id": "macro.dbt_date.get_date_dimension", "macro_sql": "{% macro get_date_dimension(start_date, end_date) %}\n {{ adapter.dispatch('get_date_dimension', 'dbt_date') (start_date, end_date) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.default__get_date_dimension"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.66912, "supported_languages": null}, "macro.dbt_date.default__get_date_dimension": {"name": "default__get_date_dimension", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/get_date_dimension.sql", "original_file_path": "macros/get_date_dimension.sql", "unique_id": "macro.dbt_date.default__get_date_dimension", "macro_sql": "{% macro default__get_date_dimension(start_date, end_date) %}\nwith base_dates as (\n {{ dbt_date.get_base_dates(start_date, end_date) }}\n),\ndates_with_prior_year_dates as (\n\n select\n cast(d.date_day as date) as date_day,\n cast({{ dbt.dateadd('year', -1 , 'd.date_day') }} as date) as prior_year_date_day,\n cast({{ dbt.dateadd('day', -364 , 'd.date_day') }} as date) as prior_year_over_year_date_day\n from\n \tbase_dates d\n\n)\nselect\n d.date_day,\n {{ dbt_date.yesterday('d.date_day') }} as prior_date_day,\n {{ dbt_date.tomorrow('d.date_day') }} as next_date_day,\n d.prior_year_date_day as prior_year_date_day,\n d.prior_year_over_year_date_day,\n {{ dbt_date.day_of_week('d.date_day', isoweek=false) }} as day_of_week,\n {{ dbt_date.day_of_week('d.date_day', isoweek=true) }} as day_of_week_iso,\n {{ dbt_date.day_name('d.date_day', short=false) }} as day_of_week_name,\n {{ dbt_date.day_name('d.date_day', short=true) }} as day_of_week_name_short,\n {{ dbt_date.day_of_month('d.date_day') }} as day_of_month,\n {{ dbt_date.day_of_year('d.date_day') }} as day_of_year,\n\n {{ dbt_date.week_start('d.date_day') }} as week_start_date,\n {{ dbt_date.week_end('d.date_day') }} as week_end_date,\n {{ dbt_date.week_start('d.prior_year_over_year_date_day') }} as prior_year_week_start_date,\n {{ dbt_date.week_end('d.prior_year_over_year_date_day') }} as prior_year_week_end_date,\n {{ dbt_date.week_of_year('d.date_day') }} as week_of_year,\n\n {{ dbt_date.iso_week_start('d.date_day') }} as iso_week_start_date,\n {{ dbt_date.iso_week_end('d.date_day') }} as iso_week_end_date,\n {{ dbt_date.iso_week_start('d.prior_year_over_year_date_day') }} as prior_year_iso_week_start_date,\n {{ dbt_date.iso_week_end('d.prior_year_over_year_date_day') }} as prior_year_iso_week_end_date,\n {{ dbt_date.iso_week_of_year('d.date_day') }} as iso_week_of_year,\n\n {{ dbt_date.week_of_year('d.prior_year_over_year_date_day') }} as prior_year_week_of_year,\n {{ dbt_date.iso_week_of_year('d.prior_year_over_year_date_day') }} as prior_year_iso_week_of_year,\n\n cast({{ dbt_date.date_part('month', 'd.date_day') }} as {{ dbt.type_int() }}) as month_of_year,\n {{ dbt_date.month_name('d.date_day', short=false) }} as month_name,\n {{ dbt_date.month_name('d.date_day', short=true) }} as month_name_short,\n\n cast({{ dbt.date_trunc('month', 'd.date_day') }} as date) as month_start_date,\n cast({{ last_day('d.date_day', 'month') }} as date) as month_end_date,\n\n cast({{ dbt.date_trunc('month', 'd.prior_year_date_day') }} as date) as prior_year_month_start_date,\n cast({{ last_day('d.prior_year_date_day', 'month') }} as date) as prior_year_month_end_date,\n\n cast({{ dbt_date.date_part('quarter', 'd.date_day') }} as {{ dbt.type_int() }}) as quarter_of_year,\n cast({{ dbt.date_trunc('quarter', 'd.date_day') }} as date) as quarter_start_date,\n cast({{ last_day('d.date_day', 'quarter') }} as date) as quarter_end_date,\n\n cast({{ dbt_date.date_part('year', 'd.date_day') }} as {{ dbt.type_int() }}) as year_number,\n cast({{ dbt.date_trunc('year', 'd.date_day') }} as date) as year_start_date,\n cast({{ last_day('d.date_day', 'year') }} as date) as year_end_date\nfrom\n dates_with_prior_year_dates d\norder by 1\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.get_base_dates", "macro.dbt.dateadd", "macro.dbt_date.yesterday", "macro.dbt_date.tomorrow", "macro.dbt_date.day_of_week", "macro.dbt_date.day_name", "macro.dbt_date.day_of_month", "macro.dbt_date.day_of_year", "macro.dbt_date.week_start", "macro.dbt_date.week_end", "macro.dbt_date.week_of_year", "macro.dbt_date.iso_week_start", "macro.dbt_date.iso_week_end", "macro.dbt_date.iso_week_of_year", "macro.dbt_date.date_part", "macro.dbt.type_int", "macro.dbt_date.month_name", "macro.dbt.date_trunc", "macro.dbt.last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.672956, "supported_languages": null}, "macro.dbt_date.postgres__get_date_dimension": {"name": "postgres__get_date_dimension", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/get_date_dimension.sql", "original_file_path": "macros/get_date_dimension.sql", "unique_id": "macro.dbt_date.postgres__get_date_dimension", "macro_sql": "{% macro postgres__get_date_dimension(start_date, end_date) %}\nwith base_dates as (\n {{ dbt_date.get_base_dates(start_date, end_date) }}\n),\ndates_with_prior_year_dates as (\n\n select\n cast(d.date_day as date) as date_day,\n cast({{ dbt.dateadd('year', -1 , 'd.date_day') }} as date) as prior_year_date_day,\n cast({{ dbt.dateadd('day', -364 , 'd.date_day') }} as date) as prior_year_over_year_date_day\n from\n \tbase_dates d\n\n)\nselect\n d.date_day,\n {{ dbt_date.yesterday('d.date_day') }} as prior_date_day,\n {{ dbt_date.tomorrow('d.date_day') }} as next_date_day,\n d.prior_year_date_day as prior_year_date_day,\n d.prior_year_over_year_date_day,\n {{ dbt_date.day_of_week('d.date_day', isoweek=true) }} as day_of_week,\n\n {{ dbt_date.day_name('d.date_day', short=false) }} as day_of_week_name,\n {{ dbt_date.day_name('d.date_day', short=true) }} as day_of_week_name_short,\n {{ dbt_date.day_of_month('d.date_day') }} as day_of_month,\n {{ dbt_date.day_of_year('d.date_day') }} as day_of_year,\n\n {{ dbt_date.week_start('d.date_day') }} as week_start_date,\n {{ dbt_date.week_end('d.date_day') }} as week_end_date,\n {{ dbt_date.week_start('d.prior_year_over_year_date_day') }} as prior_year_week_start_date,\n {{ dbt_date.week_end('d.prior_year_over_year_date_day') }} as prior_year_week_end_date,\n {{ dbt_date.week_of_year('d.date_day') }} as week_of_year,\n\n {{ dbt_date.iso_week_start('d.date_day') }} as iso_week_start_date,\n {{ dbt_date.iso_week_end('d.date_day') }} as iso_week_end_date,\n {{ dbt_date.iso_week_start('d.prior_year_over_year_date_day') }} as prior_year_iso_week_start_date,\n {{ dbt_date.iso_week_end('d.prior_year_over_year_date_day') }} as prior_year_iso_week_end_date,\n {{ dbt_date.iso_week_of_year('d.date_day') }} as iso_week_of_year,\n\n {{ dbt_date.week_of_year('d.prior_year_over_year_date_day') }} as prior_year_week_of_year,\n {{ dbt_date.iso_week_of_year('d.prior_year_over_year_date_day') }} as prior_year_iso_week_of_year,\n\n cast({{ dbt_date.date_part('month', 'd.date_day') }} as {{ dbt.type_int() }}) as month_of_year,\n {{ dbt_date.month_name('d.date_day', short=false) }} as month_name,\n {{ dbt_date.month_name('d.date_day', short=true) }} as month_name_short,\n\n cast({{ dbt.date_trunc('month', 'd.date_day') }} as date) as month_start_date,\n cast({{ last_day('d.date_day', 'month') }} as date) as month_end_date,\n\n cast({{ dbt.date_trunc('month', 'd.prior_year_date_day') }} as date) as prior_year_month_start_date,\n cast({{ last_day('d.prior_year_date_day', 'month') }} as date) as prior_year_month_end_date,\n\n cast({{ dbt_date.date_part('quarter', 'd.date_day') }} as {{ dbt.type_int() }}) as quarter_of_year,\n cast({{ dbt.date_trunc('quarter', 'd.date_day') }} as date) as quarter_start_date,\n {# last_day does not support quarter because postgresql does not support quarter interval. #}\n cast({{dbt.dateadd('day', '-1', dbt.dateadd('month', '3', dbt.date_trunc('quarter', 'd.date_day')))}} as date) as quarter_end_date,\n\n cast({{ dbt_date.date_part('year', 'd.date_day') }} as {{ dbt.type_int() }}) as year_number,\n cast({{ dbt.date_trunc('year', 'd.date_day') }} as date) as year_start_date,\n cast({{ last_day('d.date_day', 'year') }} as date) as year_end_date\nfrom\n dates_with_prior_year_dates d\norder by 1\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.get_base_dates", "macro.dbt.dateadd", "macro.dbt_date.yesterday", "macro.dbt_date.tomorrow", "macro.dbt_date.day_of_week", "macro.dbt_date.day_name", "macro.dbt_date.day_of_month", "macro.dbt_date.day_of_year", "macro.dbt_date.week_start", "macro.dbt_date.week_end", "macro.dbt_date.week_of_year", "macro.dbt_date.iso_week_start", "macro.dbt_date.iso_week_end", "macro.dbt_date.iso_week_of_year", "macro.dbt_date.date_part", "macro.dbt.type_int", "macro.dbt_date.month_name", "macro.dbt.date_trunc", "macro.dbt.last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.676787, "supported_languages": null}, "macro.dbt_date.get_base_dates": {"name": "get_base_dates", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/get_base_dates.sql", "original_file_path": "macros/get_base_dates.sql", "unique_id": "macro.dbt_date.get_base_dates", "macro_sql": "{% macro get_base_dates(start_date=None, end_date=None, n_dateparts=None, datepart=\"day\") %}\n {{ adapter.dispatch('get_base_dates', 'dbt_date') (start_date, end_date, n_dateparts, datepart) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.bigquery__get_base_dates"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.678263, "supported_languages": null}, "macro.dbt_date.default__get_base_dates": {"name": "default__get_base_dates", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/get_base_dates.sql", "original_file_path": "macros/get_base_dates.sql", "unique_id": "macro.dbt_date.default__get_base_dates", "macro_sql": "{% macro default__get_base_dates(start_date, end_date, n_dateparts, datepart) %}\n\n{%- if start_date and end_date -%}\n{%- set start_date=\"cast('\" ~ start_date ~ \"' as \" ~ dbt.type_timestamp() ~ \")\" -%}\n{%- set end_date=\"cast('\" ~ end_date ~ \"' as \" ~ dbt.type_timestamp() ~ \")\" -%}\n\n{%- elif n_dateparts and datepart -%}\n\n{%- set start_date = dbt.dateadd(datepart, -1 * n_dateparts, dbt_date.today()) -%}\n{%- set end_date = dbt_date.tomorrow() -%}\n{%- endif -%}\n\nwith date_spine as\n(\n\n {{ dbt_date.date_spine(\n datepart=datepart,\n start_date=start_date,\n end_date=end_date,\n )\n }}\n\n)\nselect\n cast(d.date_{{ datepart }} as {{ dbt.type_timestamp() }}) as date_{{ datepart }}\nfrom\n date_spine d\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp", "macro.dbt.dateadd", "macro.dbt_date.today", "macro.dbt_date.tomorrow", "macro.dbt_date.date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6794271, "supported_languages": null}, "macro.dbt_date.bigquery__get_base_dates": {"name": "bigquery__get_base_dates", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/get_base_dates.sql", "original_file_path": "macros/get_base_dates.sql", "unique_id": "macro.dbt_date.bigquery__get_base_dates", "macro_sql": "{% macro bigquery__get_base_dates(start_date, end_date, n_dateparts, datepart) %}\n\n{%- if start_date and end_date -%}\n{%- set start_date=\"cast('\" ~ start_date ~ \"' as datetime )\" -%}\n{%- set end_date=\"cast('\" ~ end_date ~ \"' as datetime )\" -%}\n\n{%- elif n_dateparts and datepart -%}\n\n{%- set start_date = dbt.dateadd(datepart, -1 * n_dateparts, dbt_date.today()) -%}\n{%- set end_date = dbt_date.tomorrow() -%}\n{%- endif -%}\n\nwith date_spine as\n(\n\n {{ dbt_date.date_spine(\n datepart=datepart,\n start_date=start_date,\n end_date=end_date,\n )\n }}\n\n)\nselect\n cast(d.date_{{ datepart }} as {{ dbt.type_timestamp() }}) as date_{{ datepart }}\nfrom\n date_spine d\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt_date.today", "macro.dbt_date.tomorrow", "macro.dbt_date.date_spine", "macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6804721, "supported_languages": null}, "macro.dbt_date.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/date_spine.sql", "original_file_path": "macros/_utils/date_spine.sql", "unique_id": "macro.dbt_date.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt_date')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.681481, "supported_languages": null}, "macro.dbt_date.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/date_spine.sql", "original_file_path": "macros/_utils/date_spine.sql", "unique_id": "macro.dbt_date.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6824472, "supported_languages": null}, "macro.dbt_date.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/date_spine.sql", "original_file_path": "macros/_utils/date_spine.sql", "unique_id": "macro.dbt_date.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt_date')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.682816, "supported_languages": null}, "macro.dbt_date.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/date_spine.sql", "original_file_path": "macros/_utils/date_spine.sql", "unique_id": "macro.dbt_date.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{\n dbt_date.generate_series(\n dbt_date.get_intervals_between(start_date, end_date, datepart)\n )\n }}\n\n),\n\nall_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.generate_series", "macro.dbt_date.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6833751, "supported_languages": null}, "macro.dbt_date.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/generate_series.sql", "original_file_path": "macros/_utils/generate_series.sql", "unique_id": "macro.dbt_date.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt_date')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.684544, "supported_languages": null}, "macro.dbt_date.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/generate_series.sql", "original_file_path": "macros/_utils/generate_series.sql", "unique_id": "macro.dbt_date.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.68519, "supported_languages": null}, "macro.dbt_date.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/generate_series.sql", "original_file_path": "macros/_utils/generate_series.sql", "unique_id": "macro.dbt_date.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt_date')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.685489, "supported_languages": null}, "macro.dbt_date.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/_utils/generate_series.sql", "original_file_path": "macros/_utils/generate_series.sql", "unique_id": "macro.dbt_date.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt_date.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.686296, "supported_languages": null}, "macro.dbt_date.get_fiscal_year_dates": {"name": "get_fiscal_year_dates", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/fiscal_date/get_fiscal_year_dates.sql", "original_file_path": "macros/fiscal_date/get_fiscal_year_dates.sql", "unique_id": "macro.dbt_date.get_fiscal_year_dates", "macro_sql": "{% macro get_fiscal_year_dates(dates, year_end_month=12, week_start_day=1, shift_year=1) %}\n{{ adapter.dispatch('get_fiscal_year_dates', 'dbt_date') (dates, year_end_month, week_start_day, shift_year) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.default__get_fiscal_year_dates"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.688619, "supported_languages": null}, "macro.dbt_date.default__get_fiscal_year_dates": {"name": "default__get_fiscal_year_dates", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/fiscal_date/get_fiscal_year_dates.sql", "original_file_path": "macros/fiscal_date/get_fiscal_year_dates.sql", "unique_id": "macro.dbt_date.default__get_fiscal_year_dates", "macro_sql": "{% macro default__get_fiscal_year_dates(dates, year_end_month, week_start_day, shift_year) %}\n-- this gets all the dates within a fiscal year\n-- determined by the given year-end-month\n-- ending on the saturday closest to that month's end date\nwith date_dimension as (\n select * from {{ dates }}\n),\nyear_month_end as (\n\n select\n d.year_number - {{ shift_year }} as fiscal_year_number,\n d.month_end_date\n from\n date_dimension d\n where\n d.month_of_year = {{ year_end_month }}\n group by 1,2\n\n),\nweeks as (\n\n select\n d.year_number,\n d.month_of_year,\n d.date_day as week_start_date,\n cast({{ dbt.dateadd('day', 6, 'd.date_day') }} as date) as week_end_date\n from\n date_dimension d\n where\n d.day_of_week = {{ week_start_day }}\n\n),\n-- get all the weeks that start in the month the year ends\nyear_week_ends as (\n\n select\n d.year_number - {{ shift_year }} as fiscal_year_number,\n d.week_end_date\n from\n weeks d\n where\n d.month_of_year = {{ year_end_month }}\n group by\n 1,2\n\n),\n-- then calculate which Saturday is closest to month end\nweeks_at_month_end as (\n\n select\n d.fiscal_year_number,\n d.week_end_date,\n m.month_end_date,\n rank() over\n (partition by d.fiscal_year_number\n order by\n abs({{ dbt.datediff('d.week_end_date', 'm.month_end_date', 'day') }})\n\n ) as closest_to_month_end\n from\n year_week_ends d\n join\n year_month_end m on d.fiscal_year_number = m.fiscal_year_number\n),\nfiscal_year_range as (\n\n select\n w.fiscal_year_number,\n cast(\n {{ dbt.dateadd('day', 1,\n 'lag(w.week_end_date) over(order by w.week_end_date)') }}\n as date) as fiscal_year_start_date,\n w.week_end_date as fiscal_year_end_date\n from\n weeks_at_month_end w\n where\n w.closest_to_month_end = 1\n\n),\nfiscal_year_dates as (\n\n select\n d.date_day,\n m.fiscal_year_number,\n m.fiscal_year_start_date,\n m.fiscal_year_end_date,\n w.week_start_date,\n w.week_end_date,\n -- we reset the weeks of the year starting with the merch year start date\n dense_rank()\n over(\n partition by m.fiscal_year_number\n order by w.week_start_date\n ) as fiscal_week_of_year\n from\n date_dimension d\n join\n fiscal_year_range m on d.date_day between m.fiscal_year_start_date and m.fiscal_year_end_date\n join\n weeks w on d.date_day between w.week_start_date and w.week_end_date\n\n)\nselect * from fiscal_year_dates order by 1\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6895099, "supported_languages": null}, "macro.dbt_date.get_fiscal_periods": {"name": "get_fiscal_periods", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/fiscal_date/get_fiscal_periods.sql", "original_file_path": "macros/fiscal_date/get_fiscal_periods.sql", "unique_id": "macro.dbt_date.get_fiscal_periods", "macro_sql": "{% macro get_fiscal_periods(dates, year_end_month, week_start_day, shift_year=1) %}\n{#\nThis macro requires you to pass in a ref to a date dimension, created via\ndbt_date.get_date_dimension()s\n#}\nwith fscl_year_dates_for_periods as (\n {{ dbt_date.get_fiscal_year_dates(dates, year_end_month, week_start_day, shift_year) }}\n),\nfscl_year_w13 as (\n\n select\n f.*,\n -- We count the weeks in a 13 week period\n -- and separate the 4-5-4 week sequences\n mod(cast(\n (f.fiscal_week_of_year-1) as {{ dbt.type_int() }}\n ), 13) as w13_number,\n -- Chop weeks into 13 week merch quarters\n cast(\n least(\n floor((f.fiscal_week_of_year-1)/13.0)\n , 3)\n as {{ dbt.type_int() }}) as quarter_number\n from\n fscl_year_dates_for_periods f\n\n),\nfscl_periods as (\n\n select\n f.date_day,\n f.fiscal_year_number,\n f.week_start_date,\n f.week_end_date,\n f.fiscal_week_of_year,\n case\n -- we move week 53 into the 3rd period of the quarter\n when f.fiscal_week_of_year = 53 then 3\n when f.w13_number between 0 and 3 then 1\n when f.w13_number between 4 and 8 then 2\n when f.w13_number between 9 and 12 then 3\n end as period_of_quarter,\n f.quarter_number\n from\n fscl_year_w13 f\n\n),\nfscl_periods_quarters as (\n\n select\n f.*,\n cast((\n (f.quarter_number * 3) + f.period_of_quarter\n ) as {{ dbt.type_int() }}) as fiscal_period_number\n from\n fscl_periods f\n\n)\nselect\n date_day,\n fiscal_year_number,\n week_start_date,\n week_end_date,\n fiscal_week_of_year,\n dense_rank() over(partition by fiscal_period_number order by fiscal_week_of_year) as fiscal_week_of_period,\n fiscal_period_number,\n quarter_number+1 as fiscal_quarter_number,\n period_of_quarter as fiscal_period_of_quarter\nfrom\n fscl_periods_quarters\norder by 1,2\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_date.get_fiscal_year_dates", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6908002, "supported_languages": null}, "macro.dbt_date.tomorrow": {"name": "tomorrow", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/tomorrow.sql", "original_file_path": "macros/calendar_date/tomorrow.sql", "unique_id": "macro.dbt_date.tomorrow", "macro_sql": "{%- macro tomorrow(date=None, tz=None) -%}\n{{ dbt_date.n_days_away(1, date, tz) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.n_days_away"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.691145, "supported_languages": null}, "macro.dbt_date.next_week": {"name": "next_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/next_week.sql", "original_file_path": "macros/calendar_date/next_week.sql", "unique_id": "macro.dbt_date.next_week", "macro_sql": "{%- macro next_week(tz=None) -%}\n{{ dbt_date.n_weeks_away(1, tz) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.n_weeks_away"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.691434, "supported_languages": null}, "macro.dbt_date.next_month_name": {"name": "next_month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/next_month_name.sql", "original_file_path": "macros/calendar_date/next_month_name.sql", "unique_id": "macro.dbt_date.next_month_name", "macro_sql": "{%- macro next_month_name(short=True, tz=None) -%}\n{{ dbt_date.month_name(dbt_date.next_month(tz), short=short) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.month_name", "macro.dbt_date.next_month"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.691801, "supported_languages": null}, "macro.dbt_date.next_month": {"name": "next_month", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/next_month.sql", "original_file_path": "macros/calendar_date/next_month.sql", "unique_id": "macro.dbt_date.next_month", "macro_sql": "{%- macro next_month(tz=None) -%}\n{{ dbt_date.n_months_away(1, tz) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.n_months_away"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.692089, "supported_languages": null}, "macro.dbt_date.day_name": {"name": "day_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_name.sql", "original_file_path": "macros/calendar_date/day_name.sql", "unique_id": "macro.dbt_date.day_name", "macro_sql": "{%- macro day_name(date, short=True) -%}\n {{ adapter.dispatch('day_name', 'dbt_date') (date, short) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.bigquery__day_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.693064, "supported_languages": null}, "macro.dbt_date.default__day_name": {"name": "default__day_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_name.sql", "original_file_path": "macros/calendar_date/day_name.sql", "unique_id": "macro.dbt_date.default__day_name", "macro_sql": "\n\n{%- macro default__day_name(date, short) -%}\n{%- set f = 'Dy' if short else 'Day' -%}\n to_char({{ date }}, '{{ f }}')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.693388, "supported_languages": null}, "macro.dbt_date.snowflake__day_name": {"name": "snowflake__day_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_name.sql", "original_file_path": "macros/calendar_date/day_name.sql", "unique_id": "macro.dbt_date.snowflake__day_name", "macro_sql": "\n\n{%- macro snowflake__day_name(date, short) -%}\n {%- if short -%}\n dayname({{ date }})\n {%- else -%}\n -- long version not implemented on Snowflake so we're doing it manually :/\n case dayname({{ date }})\n when 'Mon' then 'Monday'\n when 'Tue' then 'Tuesday'\n when 'Wed' then 'Wednesday'\n when 'Thu' then 'Thursday'\n when 'Fri' then 'Friday'\n when 'Sat' then 'Saturday'\n when 'Sun' then 'Sunday'\n end\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6937332, "supported_languages": null}, "macro.dbt_date.bigquery__day_name": {"name": "bigquery__day_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_name.sql", "original_file_path": "macros/calendar_date/day_name.sql", "unique_id": "macro.dbt_date.bigquery__day_name", "macro_sql": "\n\n{%- macro bigquery__day_name(date, short) -%}\n{%- set f = '%a' if short else '%A' -%}\n format_date('{{ f }}', cast({{ date }} as date))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6940532, "supported_languages": null}, "macro.dbt_date.postgres__day_name": {"name": "postgres__day_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_name.sql", "original_file_path": "macros/calendar_date/day_name.sql", "unique_id": "macro.dbt_date.postgres__day_name", "macro_sql": "\n\n{%- macro postgres__day_name(date, short) -%}\n{# FM = Fill mode, which suppresses padding blanks #}\n{%- set f = 'FMDy' if short else 'FMDay' -%}\n to_char({{ date }}, '{{ f }}')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6945212, "supported_languages": null}, "macro.dbt_date.duckdb__day_name": {"name": "duckdb__day_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_name.sql", "original_file_path": "macros/calendar_date/day_name.sql", "unique_id": "macro.dbt_date.duckdb__day_name", "macro_sql": "\n\n{%- macro duckdb__day_name(date, short) -%}\n {%- if short -%}\n substr(dayname({{ date }}), 1, 3)\n {%- else -%}\n dayname({{ date }})\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.694832, "supported_languages": null}, "macro.dbt_date.to_unixtimestamp": {"name": "to_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/to_unixtimestamp.sql", "original_file_path": "macros/calendar_date/to_unixtimestamp.sql", "unique_id": "macro.dbt_date.to_unixtimestamp", "macro_sql": "{%- macro to_unixtimestamp(timestamp) -%}\n {{ adapter.dispatch('to_unixtimestamp', 'dbt_date') (timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.bigquery__to_unixtimestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6953, "supported_languages": null}, "macro.dbt_date.default__to_unixtimestamp": {"name": "default__to_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/to_unixtimestamp.sql", "original_file_path": "macros/calendar_date/to_unixtimestamp.sql", "unique_id": "macro.dbt_date.default__to_unixtimestamp", "macro_sql": "\n\n{%- macro default__to_unixtimestamp(timestamp) -%}\n {{ dbt_date.date_part('epoch', timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.695601, "supported_languages": null}, "macro.dbt_date.snowflake__to_unixtimestamp": {"name": "snowflake__to_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/to_unixtimestamp.sql", "original_file_path": "macros/calendar_date/to_unixtimestamp.sql", "unique_id": "macro.dbt_date.snowflake__to_unixtimestamp", "macro_sql": "\n\n{%- macro snowflake__to_unixtimestamp(timestamp) -%}\n {{ dbt_date.date_part('epoch_seconds', timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.696003, "supported_languages": null}, "macro.dbt_date.bigquery__to_unixtimestamp": {"name": "bigquery__to_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/to_unixtimestamp.sql", "original_file_path": "macros/calendar_date/to_unixtimestamp.sql", "unique_id": "macro.dbt_date.bigquery__to_unixtimestamp", "macro_sql": "\n\n{%- macro bigquery__to_unixtimestamp(timestamp) -%}\n unix_seconds({{ timestamp }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6961951, "supported_languages": null}, "macro.dbt_date.n_days_away": {"name": "n_days_away", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/n_days_away.sql", "original_file_path": "macros/calendar_date/n_days_away.sql", "unique_id": "macro.dbt_date.n_days_away", "macro_sql": "{%- macro n_days_away(n, date=None, tz=None) -%}\n{{ dbt_date.n_days_ago(-1 * n, date, tz) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.n_days_ago"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.696579, "supported_languages": null}, "macro.dbt_date.week_start": {"name": "week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_start.sql", "original_file_path": "macros/calendar_date/week_start.sql", "unique_id": "macro.dbt_date.week_start", "macro_sql": "{%- macro week_start(date=None, tz=None) -%}\n{%-set dt = date if date else dbt_date.today(tz) -%}\n{{ adapter.dispatch('week_start', 'dbt_date') (dt) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.today", "macro.dbt_date.default__week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.697321, "supported_languages": null}, "macro.dbt_date.default__week_start": {"name": "default__week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_start.sql", "original_file_path": "macros/calendar_date/week_start.sql", "unique_id": "macro.dbt_date.default__week_start", "macro_sql": "{%- macro default__week_start(date) -%}\ncast({{ dbt.date_trunc('week', date) }} as date)\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.697568, "supported_languages": null}, "macro.dbt_date.snowflake__week_start": {"name": "snowflake__week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_start.sql", "original_file_path": "macros/calendar_date/week_start.sql", "unique_id": "macro.dbt_date.snowflake__week_start", "macro_sql": "\n\n{%- macro snowflake__week_start(date) -%}\n {#\n Get the day of week offset: e.g. if the date is a Sunday,\n dbt_date.day_of_week returns 1, so we subtract 1 to get a 0 offset\n #}\n {% set off_set = dbt_date.day_of_week(date, isoweek=False) ~ \" - 1\" %}\n cast({{ dbt.dateadd(\"day\", \"-1 * (\" ~ off_set ~ \")\", date) }} as date)\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.day_of_week", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.69803, "supported_languages": null}, "macro.dbt_date.postgres__week_start": {"name": "postgres__week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_start.sql", "original_file_path": "macros/calendar_date/week_start.sql", "unique_id": "macro.dbt_date.postgres__week_start", "macro_sql": "\n\n{%- macro postgres__week_start(date) -%}\n-- Sunday as week start date\ncast({{ dbt.dateadd('day', -1, dbt.date_trunc('week', dbt.dateadd('day', 1, date))) }} as date)\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.698436, "supported_languages": null}, "macro.dbt_date.duckdb__week_start": {"name": "duckdb__week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_start.sql", "original_file_path": "macros/calendar_date/week_start.sql", "unique_id": "macro.dbt_date.duckdb__week_start", "macro_sql": "\n\n{%- macro duckdb__week_start(date) -%}\n{{ return(dbt_date.postgres__week_start(date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6987672, "supported_languages": null}, "macro.dbt_date.iso_week_start": {"name": "iso_week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_start.sql", "original_file_path": "macros/calendar_date/iso_week_start.sql", "unique_id": "macro.dbt_date.iso_week_start", "macro_sql": "{%- macro iso_week_start(date=None, tz=None) -%}\n{%-set dt = date if date else dbt_date.today(tz) -%}\n{{ adapter.dispatch('iso_week_start', 'dbt_date') (dt) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.today", "macro.dbt_date.default__iso_week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.699571, "supported_languages": null}, "macro.dbt_date._iso_week_start": {"name": "_iso_week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_start.sql", "original_file_path": "macros/calendar_date/iso_week_start.sql", "unique_id": "macro.dbt_date._iso_week_start", "macro_sql": "{%- macro _iso_week_start(date, week_type) -%}\ncast({{ dbt.date_trunc(week_type, date) }} as date)\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.6998231, "supported_languages": null}, "macro.dbt_date.default__iso_week_start": {"name": "default__iso_week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_start.sql", "original_file_path": "macros/calendar_date/iso_week_start.sql", "unique_id": "macro.dbt_date.default__iso_week_start", "macro_sql": "\n\n{%- macro default__iso_week_start(date) -%}\n{{ dbt_date._iso_week_start(date, 'isoweek') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.700053, "supported_languages": null}, "macro.dbt_date.snowflake__iso_week_start": {"name": "snowflake__iso_week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_start.sql", "original_file_path": "macros/calendar_date/iso_week_start.sql", "unique_id": "macro.dbt_date.snowflake__iso_week_start", "macro_sql": "\n\n{%- macro snowflake__iso_week_start(date) -%}\n{{ dbt_date._iso_week_start(date, 'week') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.7002811, "supported_languages": null}, "macro.dbt_date.postgres__iso_week_start": {"name": "postgres__iso_week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_start.sql", "original_file_path": "macros/calendar_date/iso_week_start.sql", "unique_id": "macro.dbt_date.postgres__iso_week_start", "macro_sql": "\n\n{%- macro postgres__iso_week_start(date) -%}\n{{ dbt_date._iso_week_start(date, 'week') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.70051, "supported_languages": null}, "macro.dbt_date.duckdb__iso_week_start": {"name": "duckdb__iso_week_start", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_start.sql", "original_file_path": "macros/calendar_date/iso_week_start.sql", "unique_id": "macro.dbt_date.duckdb__iso_week_start", "macro_sql": "\n\n{%- macro duckdb__iso_week_start(date) -%}\n{{ return(dbt_date.postgres__iso_week_start(date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__iso_week_start"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.7007391, "supported_languages": null}, "macro.dbt_date.n_days_ago": {"name": "n_days_ago", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/n_days_ago.sql", "original_file_path": "macros/calendar_date/n_days_ago.sql", "unique_id": "macro.dbt_date.n_days_ago", "macro_sql": "{%- macro n_days_ago(n, date=None, tz=None) -%}\n{%-set dt = date if date else dbt_date.today(tz) -%}\n{%- set n = n|int -%}\ncast({{ dbt.dateadd('day', -1 * n, dt) }} as date)\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.today", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.701369, "supported_languages": null}, "macro.dbt_date.last_week": {"name": "last_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/last_week.sql", "original_file_path": "macros/calendar_date/last_week.sql", "unique_id": "macro.dbt_date.last_week", "macro_sql": "{%- macro last_week(tz=None) -%}\n{{ dbt_date.n_weeks_ago(1, tz) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.n_weeks_ago"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.7016609, "supported_languages": null}, "macro.dbt_date.now": {"name": "now", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/now.sql", "original_file_path": "macros/calendar_date/now.sql", "unique_id": "macro.dbt_date.now", "macro_sql": "{%- macro now(tz=None) -%}\n{{ dbt_date.convert_timezone(dbt.current_timestamp(), tz) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.convert_timezone", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.701984, "supported_languages": null}, "macro.dbt_date.periods_since": {"name": "periods_since", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/periods_since.sql", "original_file_path": "macros/calendar_date/periods_since.sql", "unique_id": "macro.dbt_date.periods_since", "macro_sql": "{%- macro periods_since(date_col, period_name='day', tz=None) -%}\n{{ dbt.datediff(date_col, dbt_date.now(tz), period_name) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.datediff", "macro.dbt_date.now"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.7023869, "supported_languages": null}, "macro.dbt_date.today": {"name": "today", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/today.sql", "original_file_path": "macros/calendar_date/today.sql", "unique_id": "macro.dbt_date.today", "macro_sql": "{%- macro today(tz=None) -%}\ncast({{ dbt_date.now(tz) }} as date)\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.now"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.7026718, "supported_languages": null}, "macro.dbt_date.last_month": {"name": "last_month", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/last_month.sql", "original_file_path": "macros/calendar_date/last_month.sql", "unique_id": "macro.dbt_date.last_month", "macro_sql": "{%- macro last_month(tz=None) -%}\n{{ dbt_date.n_months_ago(1, tz) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.n_months_ago"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.702962, "supported_languages": null}, "macro.dbt_date.day_of_year": {"name": "day_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_year.sql", "original_file_path": "macros/calendar_date/day_of_year.sql", "unique_id": "macro.dbt_date.day_of_year", "macro_sql": "{%- macro day_of_year(date) -%}\n{{ adapter.dispatch('day_of_year', 'dbt_date') (date) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.default__day_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.703497, "supported_languages": null}, "macro.dbt_date.default__day_of_year": {"name": "default__day_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_year.sql", "original_file_path": "macros/calendar_date/day_of_year.sql", "unique_id": "macro.dbt_date.default__day_of_year", "macro_sql": "\n\n{%- macro default__day_of_year(date) -%}\n {{ dbt_date.date_part('dayofyear', date) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.7037282, "supported_languages": null}, "macro.dbt_date.postgres__day_of_year": {"name": "postgres__day_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_year.sql", "original_file_path": "macros/calendar_date/day_of_year.sql", "unique_id": "macro.dbt_date.postgres__day_of_year", "macro_sql": "\n\n{%- macro postgres__day_of_year(date) -%}\n {{ dbt_date.date_part('doy', date) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.703957, "supported_languages": null}, "macro.dbt_date.redshift__day_of_year": {"name": "redshift__day_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_year.sql", "original_file_path": "macros/calendar_date/day_of_year.sql", "unique_id": "macro.dbt_date.redshift__day_of_year", "macro_sql": "\n\n{%- macro redshift__day_of_year(date) -%}\n cast({{ dbt_date.date_part('dayofyear', date) }} as {{ dbt.type_bigint() }})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part", "macro.dbt.type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.704248, "supported_languages": null}, "macro.dbt_date.round_timestamp": {"name": "round_timestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/round_timestamp.sql", "original_file_path": "macros/calendar_date/round_timestamp.sql", "unique_id": "macro.dbt_date.round_timestamp", "macro_sql": "{% macro round_timestamp(timestamp) %}\n {{ dbt.date_trunc(\"day\", dbt.dateadd(\"hour\", 12, timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.date_trunc", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.7047539, "supported_languages": null}, "macro.dbt_date.from_unixtimestamp": {"name": "from_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/from_unixtimestamp.sql", "original_file_path": "macros/calendar_date/from_unixtimestamp.sql", "unique_id": "macro.dbt_date.from_unixtimestamp", "macro_sql": "{%- macro from_unixtimestamp(epochs, format=\"seconds\") -%}\n {{ adapter.dispatch('from_unixtimestamp', 'dbt_date') (epochs, format) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.bigquery__from_unixtimestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.706435, "supported_languages": null}, "macro.dbt_date.default__from_unixtimestamp": {"name": "default__from_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/from_unixtimestamp.sql", "original_file_path": "macros/calendar_date/from_unixtimestamp.sql", "unique_id": "macro.dbt_date.default__from_unixtimestamp", "macro_sql": "\n\n{%- macro default__from_unixtimestamp(epochs, format=\"seconds\") -%}\n {%- if format != \"seconds\" -%}\n {{ exceptions.raise_compiler_error(\n \"value \" ~ format ~ \" for `format` for from_unixtimestamp is not supported.\"\n )\n }}\n {% endif -%}\n to_timestamp({{ epochs }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.706843, "supported_languages": null}, "macro.dbt_date.postgres__from_unixtimestamp": {"name": "postgres__from_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/from_unixtimestamp.sql", "original_file_path": "macros/calendar_date/from_unixtimestamp.sql", "unique_id": "macro.dbt_date.postgres__from_unixtimestamp", "macro_sql": "\n\n{%- macro postgres__from_unixtimestamp(epochs, format=\"seconds\") -%}\n {%- if format != \"seconds\" -%}\n {{ exceptions.raise_compiler_error(\n \"value \" ~ format ~ \" for `format` for from_unixtimestamp is not supported.\"\n )\n }}\n {% endif -%}\n cast(to_timestamp({{ epochs }}) at time zone 'UTC' as timestamp)\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.707257, "supported_languages": null}, "macro.dbt_date.snowflake__from_unixtimestamp": {"name": "snowflake__from_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/from_unixtimestamp.sql", "original_file_path": "macros/calendar_date/from_unixtimestamp.sql", "unique_id": "macro.dbt_date.snowflake__from_unixtimestamp", "macro_sql": "\n\n{%- macro snowflake__from_unixtimestamp(epochs, format) -%}\n {%- if format == \"seconds\" -%}\n {%- set scale = 0 -%}\n {%- elif format == \"milliseconds\" -%}\n {%- set scale = 3 -%}\n {%- elif format == \"microseconds\" -%}\n {%- set scale = 6 -%}\n {%- else -%}\n {{ exceptions.raise_compiler_error(\n \"value \" ~ format ~ \" for `format` for from_unixtimestamp is not supported.\"\n )\n }}\n {% endif -%}\n to_timestamp_ntz({{ epochs }}, {{ scale }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.707998, "supported_languages": null}, "macro.dbt_date.bigquery__from_unixtimestamp": {"name": "bigquery__from_unixtimestamp", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/from_unixtimestamp.sql", "original_file_path": "macros/calendar_date/from_unixtimestamp.sql", "unique_id": "macro.dbt_date.bigquery__from_unixtimestamp", "macro_sql": "\n\n{%- macro bigquery__from_unixtimestamp(epochs, format) -%}\n {%- if format == \"seconds\" -%}\n timestamp_seconds({{ epochs }})\n {%- elif format == \"milliseconds\" -%}\n timestamp_millis({{ epochs }})\n {%- elif format == \"microseconds\" -%}\n timestamp_micros({{ epochs }})\n {%- else -%}\n {{ exceptions.raise_compiler_error(\n \"value \" ~ format ~ \" for `format` for from_unixtimestamp is not supported.\"\n )\n }}\n {% endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.708616, "supported_languages": null}, "macro.dbt_date.n_months_ago": {"name": "n_months_ago", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/n_months_ago.sql", "original_file_path": "macros/calendar_date/n_months_ago.sql", "unique_id": "macro.dbt_date.n_months_ago", "macro_sql": "{%- macro n_months_ago(n, tz=None) -%}\n{%- set n = n|int -%}\n{{ dbt.date_trunc('month',\n dbt.dateadd('month', -1 * n,\n dbt_date.today(tz)\n )\n ) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.date_trunc", "macro.dbt.dateadd", "macro.dbt_date.today"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.7091808, "supported_languages": null}, "macro.dbt_date.date_part": {"name": "date_part", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/date_part.sql", "original_file_path": "macros/calendar_date/date_part.sql", "unique_id": "macro.dbt_date.date_part", "macro_sql": "{% macro date_part(datepart, date) -%}\n {{ adapter.dispatch('date_part', 'dbt_date') (datepart, date) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.bigquery__date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.709634, "supported_languages": null}, "macro.dbt_date.default__date_part": {"name": "default__date_part", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/date_part.sql", "original_file_path": "macros/calendar_date/date_part.sql", "unique_id": "macro.dbt_date.default__date_part", "macro_sql": "{% macro default__date_part(datepart, date) -%}\n date_part('{{ datepart }}', {{ date }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.709931, "supported_languages": null}, "macro.dbt_date.bigquery__date_part": {"name": "bigquery__date_part", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/date_part.sql", "original_file_path": "macros/calendar_date/date_part.sql", "unique_id": "macro.dbt_date.bigquery__date_part", "macro_sql": "{% macro bigquery__date_part(datepart, date) -%}\n extract({{ datepart }} from {{ date }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.710155, "supported_languages": null}, "macro.dbt_date.n_weeks_away": {"name": "n_weeks_away", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/n_weeks_away.sql", "original_file_path": "macros/calendar_date/n_weeks_away.sql", "unique_id": "macro.dbt_date.n_weeks_away", "macro_sql": "{%- macro n_weeks_away(n, tz=None) -%}\n{%- set n = n|int -%}\n{{ dbt.date_trunc('week',\n dbt.dateadd('week', n,\n dbt_date.today(tz)\n )\n ) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.date_trunc", "macro.dbt.dateadd", "macro.dbt_date.today"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.710691, "supported_languages": null}, "macro.dbt_date.day_of_month": {"name": "day_of_month", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_month.sql", "original_file_path": "macros/calendar_date/day_of_month.sql", "unique_id": "macro.dbt_date.day_of_month", "macro_sql": "{%- macro day_of_month(date) -%}\n{{ dbt_date.date_part('day', date) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.711029, "supported_languages": null}, "macro.dbt_date.redshift__day_of_month": {"name": "redshift__day_of_month", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_month.sql", "original_file_path": "macros/calendar_date/day_of_month.sql", "unique_id": "macro.dbt_date.redshift__day_of_month", "macro_sql": "\n\n{%- macro redshift__day_of_month(date) -%}\ncast({{ dbt_date.date_part('day', date) }} as {{ dbt.type_bigint() }})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part", "macro.dbt.type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.711321, "supported_languages": null}, "macro.dbt_date.yesterday": {"name": "yesterday", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/yesterday.sql", "original_file_path": "macros/calendar_date/yesterday.sql", "unique_id": "macro.dbt_date.yesterday", "macro_sql": "{%- macro yesterday(date=None, tz=None) -%}\n{{ dbt_date.n_days_ago(1, date, tz) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.n_days_ago"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.7116559, "supported_languages": null}, "macro.dbt_date.day_of_week": {"name": "day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.day_of_week", "macro_sql": "{%- macro day_of_week(date, isoweek=true) -%}\n{{ adapter.dispatch('day_of_week', 'dbt_date') (date, isoweek) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.bigquery__day_of_week"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.714276, "supported_languages": null}, "macro.dbt_date.default__day_of_week": {"name": "default__day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.default__day_of_week", "macro_sql": "\n\n{%- macro default__day_of_week(date, isoweek) -%}\n\n {%- set dow = dbt_date.date_part('dayofweek', date) -%}\n\n {%- if isoweek -%}\n case\n -- Shift start of week from Sunday (0) to Monday (1)\n when {{ dow }} = 0 then 7\n else {{ dow }}\n end\n {%- else -%}\n {{ dow }} + 1\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.714846, "supported_languages": null}, "macro.dbt_date.snowflake__day_of_week": {"name": "snowflake__day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.snowflake__day_of_week", "macro_sql": "\n\n{%- macro snowflake__day_of_week(date, isoweek) -%}\n\n {%- if isoweek -%}\n {%- set dow_part = 'dayofweekiso' -%}\n {{ dbt_date.date_part(dow_part, date) }}\n {%- else -%}\n {%- set dow_part = 'dayofweek' -%}\n case\n when {{ dbt_date.date_part(dow_part, date) }} = 7 then 1\n else {{ dbt_date.date_part(dow_part, date) }} + 1\n end\n {%- endif -%}\n\n\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.715478, "supported_languages": null}, "macro.dbt_date.bigquery__day_of_week": {"name": "bigquery__day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.bigquery__day_of_week", "macro_sql": "\n\n{%- macro bigquery__day_of_week(date, isoweek) -%}\n\n {%- set dow = dbt_date.date_part('dayofweek', date) -%}\n\n {%- if isoweek -%}\n case\n -- Shift start of week from Sunday (1) to Monday (2)\n when {{ dow }} = 1 then 7\n else {{ dow }} - 1\n end\n {%- else -%}\n {{ dow }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.715938, "supported_languages": null}, "macro.dbt_date.postgres__day_of_week": {"name": "postgres__day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.postgres__day_of_week", "macro_sql": "\n\n\n{%- macro postgres__day_of_week(date, isoweek) -%}\n\n {%- if isoweek -%}\n {%- set dow_part = 'isodow' -%}\n -- Monday(1) to Sunday (7)\n cast({{ dbt_date.date_part(dow_part, date) }} as {{ dbt.type_int() }})\n {%- else -%}\n {%- set dow_part = 'dow' -%}\n -- Sunday(1) to Saturday (7)\n cast({{ dbt_date.date_part(dow_part, date) }} + 1 as {{ dbt.type_int() }})\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.716608, "supported_languages": null}, "macro.dbt_date.redshift__day_of_week": {"name": "redshift__day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.redshift__day_of_week", "macro_sql": "\n\n\n{%- macro redshift__day_of_week(date, isoweek) -%}\n\n {%- set dow = dbt_date.date_part('dayofweek', date) -%}\n\n {%- if isoweek -%}\n case\n -- Shift start of week from Sunday (0) to Monday (1)\n when {{ dow }} = 0 then 7\n else cast({{ dow }} as {{ dbt.type_bigint() }})\n end\n {%- else -%}\n cast({{ dow }} + 1 as {{ dbt.type_bigint() }})\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part", "macro.dbt.type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.717186, "supported_languages": null}, "macro.dbt_date.duckdb__day_of_week": {"name": "duckdb__day_of_week", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/day_of_week.sql", "original_file_path": "macros/calendar_date/day_of_week.sql", "unique_id": "macro.dbt_date.duckdb__day_of_week", "macro_sql": "\n\n{%- macro duckdb__day_of_week(date, isoweek) -%}\n{{ return(dbt_date.postgres__day_of_week(date, isoweek)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__day_of_week"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.717452, "supported_languages": null}, "macro.dbt_date.iso_week_end": {"name": "iso_week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_end.sql", "original_file_path": "macros/calendar_date/iso_week_end.sql", "unique_id": "macro.dbt_date.iso_week_end", "macro_sql": "{%- macro iso_week_end(date=None, tz=None) -%}\n{%-set dt = date if date else dbt_date.today(tz) -%}\n{{ adapter.dispatch('iso_week_end', 'dbt_date') (dt) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.today", "macro.dbt_date.default__iso_week_end"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.718136, "supported_languages": null}, "macro.dbt_date._iso_week_end": {"name": "_iso_week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_end.sql", "original_file_path": "macros/calendar_date/iso_week_end.sql", "unique_id": "macro.dbt_date._iso_week_end", "macro_sql": "{%- macro _iso_week_end(date, week_type) -%}\n{%- set dt = dbt_date.iso_week_start(date) -%}\n{{ dbt_date.n_days_away(6, dt) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.iso_week_start", "macro.dbt_date.n_days_away"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.718473, "supported_languages": null}, "macro.dbt_date.default__iso_week_end": {"name": "default__iso_week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_end.sql", "original_file_path": "macros/calendar_date/iso_week_end.sql", "unique_id": "macro.dbt_date.default__iso_week_end", "macro_sql": "\n\n{%- macro default__iso_week_end(date) -%}\n{{ dbt_date._iso_week_end(date, 'isoweek') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_end"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.718706, "supported_languages": null}, "macro.dbt_date.snowflake__iso_week_end": {"name": "snowflake__iso_week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_end.sql", "original_file_path": "macros/calendar_date/iso_week_end.sql", "unique_id": "macro.dbt_date.snowflake__iso_week_end", "macro_sql": "\n\n{%- macro snowflake__iso_week_end(date) -%}\n{{ dbt_date._iso_week_end(date, 'weekiso') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_end"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.718933, "supported_languages": null}, "macro.dbt_date.n_weeks_ago": {"name": "n_weeks_ago", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/n_weeks_ago.sql", "original_file_path": "macros/calendar_date/n_weeks_ago.sql", "unique_id": "macro.dbt_date.n_weeks_ago", "macro_sql": "{%- macro n_weeks_ago(n, tz=None) -%}\n{%- set n = n|int -%}\n{{ dbt.date_trunc('week',\n dbt.dateadd('week', -1 * n,\n dbt_date.today(tz)\n )\n ) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.date_trunc", "macro.dbt.dateadd", "macro.dbt_date.today"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.719629, "supported_languages": null}, "macro.dbt_date.month_name": {"name": "month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/month_name.sql", "original_file_path": "macros/calendar_date/month_name.sql", "unique_id": "macro.dbt_date.month_name", "macro_sql": "{%- macro month_name(date, short=True) -%}\n {{ adapter.dispatch('month_name', 'dbt_date') (date, short) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.bigquery__month_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.720432, "supported_languages": null}, "macro.dbt_date.default__month_name": {"name": "default__month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/month_name.sql", "original_file_path": "macros/calendar_date/month_name.sql", "unique_id": "macro.dbt_date.default__month_name", "macro_sql": "\n\n{%- macro default__month_name(date, short) -%}\n{%- set f = 'MON' if short else 'MONTH' -%}\n to_char({{ date }}, '{{ f }}')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.720882, "supported_languages": null}, "macro.dbt_date.bigquery__month_name": {"name": "bigquery__month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/month_name.sql", "original_file_path": "macros/calendar_date/month_name.sql", "unique_id": "macro.dbt_date.bigquery__month_name", "macro_sql": "\n\n{%- macro bigquery__month_name(date, short) -%}\n{%- set f = '%b' if short else '%B' -%}\n format_date('{{ f }}', cast({{ date }} as date))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.721206, "supported_languages": null}, "macro.dbt_date.snowflake__month_name": {"name": "snowflake__month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/month_name.sql", "original_file_path": "macros/calendar_date/month_name.sql", "unique_id": "macro.dbt_date.snowflake__month_name", "macro_sql": "\n\n{%- macro snowflake__month_name(date, short) -%}\n{%- set f = 'MON' if short else 'MMMM' -%}\n to_char({{ date }}, '{{ f }}')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.7215219, "supported_languages": null}, "macro.dbt_date.postgres__month_name": {"name": "postgres__month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/month_name.sql", "original_file_path": "macros/calendar_date/month_name.sql", "unique_id": "macro.dbt_date.postgres__month_name", "macro_sql": "\n\n{%- macro postgres__month_name(date, short) -%}\n{# FM = Fill mode, which suppresses padding blanks #}\n{%- set f = 'FMMon' if short else 'FMMonth' -%}\n to_char({{ date }}, '{{ f }}')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.721848, "supported_languages": null}, "macro.dbt_date.duckdb__month_name": {"name": "duckdb__month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/month_name.sql", "original_file_path": "macros/calendar_date/month_name.sql", "unique_id": "macro.dbt_date.duckdb__month_name", "macro_sql": "\n\n\n{%- macro duckdb__month_name(date, short) -%}\n {%- if short -%}\n substr(monthname({{ date }}), 1, 3)\n {%- else -%}\n monthname({{ date }})\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.7221508, "supported_languages": null}, "macro.dbt_date.last_month_name": {"name": "last_month_name", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/last_month_name.sql", "original_file_path": "macros/calendar_date/last_month_name.sql", "unique_id": "macro.dbt_date.last_month_name", "macro_sql": "{%- macro last_month_name(short=True, tz=None) -%}\n{{ dbt_date.month_name(dbt_date.last_month(tz), short=short) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.month_name", "macro.dbt_date.last_month"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.722523, "supported_languages": null}, "macro.dbt_date.week_of_year": {"name": "week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_of_year.sql", "original_file_path": "macros/calendar_date/week_of_year.sql", "unique_id": "macro.dbt_date.week_of_year", "macro_sql": "{%- macro week_of_year(date=None, tz=None) -%}\n{%-set dt = date if date else dbt_date.today(tz) -%}\n{{ adapter.dispatch('week_of_year', 'dbt_date') (dt) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.today", "macro.dbt_date.default__week_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.723176, "supported_languages": null}, "macro.dbt_date.default__week_of_year": {"name": "default__week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_of_year.sql", "original_file_path": "macros/calendar_date/week_of_year.sql", "unique_id": "macro.dbt_date.default__week_of_year", "macro_sql": "{%- macro default__week_of_year(date) -%}\ncast({{ dbt_date.date_part('week', date) }} as {{ dbt.type_int() }})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.7234712, "supported_languages": null}, "macro.dbt_date.postgres__week_of_year": {"name": "postgres__week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_of_year.sql", "original_file_path": "macros/calendar_date/week_of_year.sql", "unique_id": "macro.dbt_date.postgres__week_of_year", "macro_sql": "\n\n{%- macro postgres__week_of_year(date) -%}\n{# postgresql 'week' returns isoweek. Use to_char instead.\n WW = the first week starts on the first day of the year #}\ncast(to_char({{ date }}, 'WW') as {{ dbt.type_int() }})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.723712, "supported_languages": null}, "macro.dbt_date.duckdb__week_of_year": {"name": "duckdb__week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_of_year.sql", "original_file_path": "macros/calendar_date/week_of_year.sql", "unique_id": "macro.dbt_date.duckdb__week_of_year", "macro_sql": "\n\n{%- macro duckdb__week_of_year(date) -%}\ncast(ceil(dayofyear({{ date }}) / 7) as int)\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.723884, "supported_languages": null}, "macro.dbt_date.convert_timezone": {"name": "convert_timezone", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/convert_timezone.sql", "original_file_path": "macros/calendar_date/convert_timezone.sql", "unique_id": "macro.dbt_date.convert_timezone", "macro_sql": "{%- macro convert_timezone(column, target_tz=None, source_tz=None) -%}\n{%- set source_tz = \"UTC\" if not source_tz else source_tz -%}\n{%- set target_tz = var(\"dbt_date:time_zone\") if not target_tz else target_tz -%}\n{{ adapter.dispatch('convert_timezone', 'dbt_date') (column, target_tz, source_tz) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.bigquery__convert_timezone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.7253819, "supported_languages": null}, "macro.dbt_date.default__convert_timezone": {"name": "default__convert_timezone", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/convert_timezone.sql", "original_file_path": "macros/calendar_date/convert_timezone.sql", "unique_id": "macro.dbt_date.default__convert_timezone", "macro_sql": "{% macro default__convert_timezone(column, target_tz, source_tz) -%}\nconvert_timezone('{{ source_tz }}', '{{ target_tz }}',\n cast({{ column }} as {{ dbt.type_timestamp() }})\n)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.725705, "supported_languages": null}, "macro.dbt_date.bigquery__convert_timezone": {"name": "bigquery__convert_timezone", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/convert_timezone.sql", "original_file_path": "macros/calendar_date/convert_timezone.sql", "unique_id": "macro.dbt_date.bigquery__convert_timezone", "macro_sql": "{%- macro bigquery__convert_timezone(column, target_tz, source_tz=None) -%}\ntimestamp(datetime({{ column }}, '{{ target_tz}}'))\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.725953, "supported_languages": null}, "macro.dbt_date.spark__convert_timezone": {"name": "spark__convert_timezone", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/convert_timezone.sql", "original_file_path": "macros/calendar_date/convert_timezone.sql", "unique_id": "macro.dbt_date.spark__convert_timezone", "macro_sql": "{%- macro spark__convert_timezone(column, target_tz, source_tz) -%}\nfrom_utc_timestamp(\n to_utc_timestamp({{ column }}, '{{ source_tz }}'),\n '{{ target_tz }}'\n )\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.726214, "supported_languages": null}, "macro.dbt_date.postgres__convert_timezone": {"name": "postgres__convert_timezone", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/convert_timezone.sql", "original_file_path": "macros/calendar_date/convert_timezone.sql", "unique_id": "macro.dbt_date.postgres__convert_timezone", "macro_sql": "{% macro postgres__convert_timezone(column, target_tz, source_tz) -%}\ncast(\n cast({{ column }} as {{ dbt.type_timestamp() }})\n at time zone '{{ source_tz }}' at time zone '{{ target_tz }}' as {{ dbt.type_timestamp() }}\n)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.726584, "supported_languages": null}, "macro.dbt_date.redshift__convert_timezone": {"name": "redshift__convert_timezone", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/convert_timezone.sql", "original_file_path": "macros/calendar_date/convert_timezone.sql", "unique_id": "macro.dbt_date.redshift__convert_timezone", "macro_sql": "{%- macro redshift__convert_timezone(column, target_tz, source_tz) -%}\n{{ return(dbt_date.default__convert_timezone(column, target_tz, source_tz)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.default__convert_timezone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.726876, "supported_languages": null}, "macro.dbt_date.duckdb__convert_timezone": {"name": "duckdb__convert_timezone", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/convert_timezone.sql", "original_file_path": "macros/calendar_date/convert_timezone.sql", "unique_id": "macro.dbt_date.duckdb__convert_timezone", "macro_sql": "{% macro duckdb__convert_timezone(column, target_tz, source_tz) -%}\n{{ return(dbt_date.postgres__convert_timezone(column, target_tz, source_tz)) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.postgres__convert_timezone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.727165, "supported_languages": null}, "macro.dbt_date.n_months_away": {"name": "n_months_away", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/n_months_away.sql", "original_file_path": "macros/calendar_date/n_months_away.sql", "unique_id": "macro.dbt_date.n_months_away", "macro_sql": "{%- macro n_months_away(n, tz=None) -%}\n{%- set n = n|int -%}\n{{ dbt.date_trunc('month',\n dbt.dateadd('month', n,\n dbt_date.today(tz)\n )\n ) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.date_trunc", "macro.dbt.dateadd", "macro.dbt_date.today"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.727783, "supported_languages": null}, "macro.dbt_date.iso_week_of_year": {"name": "iso_week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_of_year.sql", "original_file_path": "macros/calendar_date/iso_week_of_year.sql", "unique_id": "macro.dbt_date.iso_week_of_year", "macro_sql": "{%- macro iso_week_of_year(date=None, tz=None) -%}\n{%-set dt = date if date else dbt_date.today(tz) -%}\n{{ adapter.dispatch('iso_week_of_year', 'dbt_date') (dt) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.today", "macro.dbt_date.default__iso_week_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.728665, "supported_languages": null}, "macro.dbt_date._iso_week_of_year": {"name": "_iso_week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_of_year.sql", "original_file_path": "macros/calendar_date/iso_week_of_year.sql", "unique_id": "macro.dbt_date._iso_week_of_year", "macro_sql": "{%- macro _iso_week_of_year(date, week_type) -%}\ncast({{ dbt_date.date_part(week_type, date) }} as {{ dbt.type_int() }})\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.date_part", "macro.dbt.type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.728971, "supported_languages": null}, "macro.dbt_date.default__iso_week_of_year": {"name": "default__iso_week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_of_year.sql", "original_file_path": "macros/calendar_date/iso_week_of_year.sql", "unique_id": "macro.dbt_date.default__iso_week_of_year", "macro_sql": "\n\n{%- macro default__iso_week_of_year(date) -%}\n{{ dbt_date._iso_week_of_year(date, 'isoweek') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.7292001, "supported_languages": null}, "macro.dbt_date.snowflake__iso_week_of_year": {"name": "snowflake__iso_week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_of_year.sql", "original_file_path": "macros/calendar_date/iso_week_of_year.sql", "unique_id": "macro.dbt_date.snowflake__iso_week_of_year", "macro_sql": "\n\n{%- macro snowflake__iso_week_of_year(date) -%}\n{{ dbt_date._iso_week_of_year(date, 'weekiso') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.72943, "supported_languages": null}, "macro.dbt_date.postgres__iso_week_of_year": {"name": "postgres__iso_week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_of_year.sql", "original_file_path": "macros/calendar_date/iso_week_of_year.sql", "unique_id": "macro.dbt_date.postgres__iso_week_of_year", "macro_sql": "\n\n{%- macro postgres__iso_week_of_year(date) -%}\n-- postgresql week is isoweek, the first week of a year containing January 4 of that year.\n{{ dbt_date._iso_week_of_year(date, 'week') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date._iso_week_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.7297668, "supported_languages": null}, "macro.dbt_date.duckdb__iso_week_of_year": {"name": "duckdb__iso_week_of_year", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/iso_week_of_year.sql", "original_file_path": "macros/calendar_date/iso_week_of_year.sql", "unique_id": "macro.dbt_date.duckdb__iso_week_of_year", "macro_sql": "\n\n{%- macro duckdb__iso_week_of_year(date) -%}\n{{ return(dbt_date.postgres__iso_week_of_year(date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__iso_week_of_year"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.730027, "supported_languages": null}, "macro.dbt_date.week_end": {"name": "week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_end.sql", "original_file_path": "macros/calendar_date/week_end.sql", "unique_id": "macro.dbt_date.week_end", "macro_sql": "{%- macro week_end(date=None, tz=None) -%}\n{%-set dt = date if date else dbt_date.today(tz) -%}\n{{ adapter.dispatch('week_end', 'dbt_date') (dt) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_date.today", "macro.dbt_date.default__week_end"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.730788, "supported_languages": null}, "macro.dbt_date.default__week_end": {"name": "default__week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_end.sql", "original_file_path": "macros/calendar_date/week_end.sql", "unique_id": "macro.dbt_date.default__week_end", "macro_sql": "{%- macro default__week_end(date) -%}\n{{ last_day(date, 'week') }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.7310069, "supported_languages": null}, "macro.dbt_date.snowflake__week_end": {"name": "snowflake__week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_end.sql", "original_file_path": "macros/calendar_date/week_end.sql", "unique_id": "macro.dbt_date.snowflake__week_end", "macro_sql": "\n\n{%- macro snowflake__week_end(date) -%}\n{%- set dt = dbt_date.week_start(date) -%}\n{{ dbt_date.n_days_away(6, dt) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.week_start", "macro.dbt_date.n_days_away"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.7313228, "supported_languages": null}, "macro.dbt_date.postgres__week_end": {"name": "postgres__week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_end.sql", "original_file_path": "macros/calendar_date/week_end.sql", "unique_id": "macro.dbt_date.postgres__week_end", "macro_sql": "\n\n{%- macro postgres__week_end(date) -%}\n{%- set dt = dbt_date.week_start(date) -%}\n{{ dbt_date.n_days_away(6, dt) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.week_start", "macro.dbt_date.n_days_away"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.731775, "supported_languages": null}, "macro.dbt_date.duckdb__week_end": {"name": "duckdb__week_end", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/week_end.sql", "original_file_path": "macros/calendar_date/week_end.sql", "unique_id": "macro.dbt_date.duckdb__week_end", "macro_sql": "\n\n{%- macro duckdb__week_end(date) -%}\n{{ return(dbt_date.postgres__week_end(date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_date.postgres__week_end"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.732009, "supported_languages": null}, "macro.dbt_date.next_month_number": {"name": "next_month_number", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/next_month_number.sql", "original_file_path": "macros/calendar_date/next_month_number.sql", "unique_id": "macro.dbt_date.next_month_number", "macro_sql": "{%- macro next_month_number(tz=None) -%}\n{{ dbt_date.date_part('month', dbt_date.next_month(tz)) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.date_part", "macro.dbt_date.next_month"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.7323468, "supported_languages": null}, "macro.dbt_date.last_month_number": {"name": "last_month_number", "resource_type": "macro", "package_name": "dbt_date", "path": "macros/calendar_date/last_month_number.sql", "original_file_path": "macros/calendar_date/last_month_number.sql", "unique_id": "macro.dbt_date.last_month_number", "macro_sql": "{%- macro last_month_number(tz=None) -%}\n{{ dbt_date.date_part('month', dbt_date.last_month(tz)) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_date.date_part", "macro.dbt_date.last_month"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702514524.732683, "supported_languages": null}, "macro.dbt_bigquery.partition_by": {"name": "partition_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.partition_by", "macro_sql": "{% macro partition_by(partition_config) -%}\n {%- if partition_config is none -%}\n {% do return('') %}\n {%- elif partition_config.time_ingestion_partitioning -%}\n partition by {{ partition_config.render_wrapped() }}\n {%- elif partition_config.data_type | lower in ('date','timestamp','datetime') -%}\n partition by {{ partition_config.render() }}\n {%- elif partition_config.data_type | lower in ('int64') -%}\n {%- set range = partition_config.range -%}\n partition by range_bucket(\n {{ partition_config.field }},\n generate_array({{ range.start}}, {{ range.end }}, {{ range.interval }})\n )\n {%- endif -%}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.39446, "supported_languages": null}, "macro.dbt_bigquery.cluster_by": {"name": "cluster_by", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.cluster_by", "macro_sql": "{% macro cluster_by(raw_cluster_by) %}\n {%- if raw_cluster_by is not none -%}\n cluster by {% if raw_cluster_by is string -%}\n {% set raw_cluster_by = [raw_cluster_by] %}\n {%- endif -%}\n {%- for cluster in raw_cluster_by -%}\n {{ cluster }}\n {%- if not loop.last -%}, {% endif -%}\n {%- endfor -%}\n\n {% endif %}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.395346, "supported_languages": null}, "macro.dbt_bigquery.bigquery_options": {"name": "bigquery_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery_options", "macro_sql": "{% macro bigquery_options(opts) %}\n {% set options -%}\n OPTIONS({% for opt_key, opt_val in opts.items() %}\n {{ opt_key }}={{ opt_val }}{{ \",\" if not loop.last }}\n {% endfor %})\n {%- endset %}\n {%- do return(options) -%}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.396179, "supported_languages": null}, "macro.dbt_bigquery.bigquery_table_options": {"name": "bigquery_table_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery_table_options", "macro_sql": "{% macro bigquery_table_options(config, node, temporary) %}\n {% set opts = adapter.get_table_options(config, node, temporary) %}\n {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.396779, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_table_as": {"name": "bigquery__create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_table_as", "macro_sql": "{% macro bigquery__create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {%- if language == 'sql' -%}\n {%- set raw_partition_by = config.get('partition_by', none) -%}\n {%- set raw_cluster_by = config.get('cluster_by', none) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {%- set partition_config = adapter.parse_partition_by(raw_partition_by) -%}\n {%- if partition_config.time_ingestion_partitioning -%}\n {%- set columns = get_columns_with_types_in_query_sql(sql) -%}\n {%- set table_dest_columns_csv = columns_without_partition_fields_csv(partition_config, columns) -%}\n {%- set columns = '(' ~ table_dest_columns_csv ~ ')' -%}\n {%- endif -%}\n\n {{ sql_header if sql_header is not none }}\n\n create or replace table {{ relation }}\n {%- set contract_config = config.get('contract') -%}\n {%- if contract_config.enforced -%}\n {{ get_assert_columns_equivalent(compiled_code) }}\n {{ get_table_columns_and_constraints() }}\n {%- set compiled_code = get_select_subquery(compiled_code) %}\n {% else %}\n {#-- cannot do contracts at the same time as time ingestion partitioning -#}\n {{ columns }}\n {% endif %}\n {{ partition_by(partition_config) }}\n {{ cluster_by(raw_cluster_by) }}\n\n {{ bigquery_table_options(config, model, temporary) }}\n\n {#-- PARTITION BY cannot be used with the AS query_statement clause.\n https://cloud.google.com/bigquery/docs/reference/standard-sql/data-definition-language#partition_expression\n -#}\n {%- if not partition_config.time_ingestion_partitioning %}\n as (\n {{ compiled_code }}\n );\n {%- endif %}\n {%- elif language == 'python' -%}\n {#--\n N.B. Python models _can_ write to temp views HOWEVER they use a different session\n and have already expired by the time they need to be used (I.E. in merges for incremental models)\n\n TODO: Deep dive into spark sessions to see if we can reuse a single session for an entire\n dbt invocation.\n --#}\n\n {#-- when a user wants to change the schema of an existing relation, they must intentionally drop the table in the dataset --#}\n {%- set old_relation = adapter.get_relation(database=relation.database, schema=relation.schema, identifier=relation.identifier) -%}\n {%- if (old_relation.is_table and (should_full_refresh())) -%}\n {% do adapter.drop_relation(relation) %}\n {%- endif -%}\n {{ py_write_table(compiled_code=compiled_code, target_relation=relation.quote(database=False, schema=False, identifier=False)) }}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"bigquery__create_table_as macro didn't get supported language, it got %s\" % language) %}\n {%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.get_columns_with_types_in_query_sql", "macro.dbt_bigquery.columns_without_partition_fields_csv", "macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery", "macro.dbt_bigquery.partition_by", "macro.dbt_bigquery.cluster_by", "macro.dbt_bigquery.bigquery_table_options", "macro.dbt.should_full_refresh", "macro.dbt_bigquery.py_write_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.4010339, "supported_languages": null}, "macro.dbt_bigquery.bigquery_view_options": {"name": "bigquery_view_options", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery_view_options", "macro_sql": "{% macro bigquery_view_options(config, node) %}\n {% set opts = adapter.get_view_options(config, node) %}\n {%- do return(bigquery_options(opts)) -%}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.401598, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_view_as": {"name": "bigquery__create_view_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_view_as", "macro_sql": "{% macro bigquery__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create or replace view {{ relation }}\n {{ bigquery_view_options(config, model) }}\n {%- set contract_config = config.get('contract') -%}\n {%- if contract_config.enforced -%}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as {{ sql }};\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery_view_options", "macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.402669, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_schema": {"name": "bigquery__drop_schema", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_schema", "macro_sql": "{% macro bigquery__drop_schema(relation) -%}\n {{ adapter.drop_schema(relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.403008, "supported_languages": null}, "macro.dbt_bigquery.bigquery__drop_relation": {"name": "bigquery__drop_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__drop_relation", "macro_sql": "{% macro bigquery__drop_relation(relation) -%}\n {% call statement('drop_relation') -%}\n drop {{ relation.type }} if exists {{ relation }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.40357, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_columns_in_relation": {"name": "bigquery__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_columns_in_relation", "macro_sql": "{% macro bigquery__get_columns_in_relation(relation) -%}\n {{ return(adapter.get_columns_in_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.4039218, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_relations_without_caching": {"name": "bigquery__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_relations_without_caching", "macro_sql": "{% macro bigquery__list_relations_without_caching(schema_relation) -%}\n {{ return(adapter.list_relations_without_caching(schema_relation)) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.404267, "supported_languages": null}, "macro.dbt_bigquery.bigquery__list_schemas": {"name": "bigquery__list_schemas", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__list_schemas", "macro_sql": "{% macro bigquery__list_schemas(database) -%}\n {{ return(adapter.list_schemas(database)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.404618, "supported_languages": null}, "macro.dbt_bigquery.bigquery__check_schema_exists": {"name": "bigquery__check_schema_exists", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__check_schema_exists", "macro_sql": "{% macro bigquery__check_schema_exists(information_schema, schema) %}\n {{ return(adapter.check_schema_exists(information_schema.database, schema)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.405042, "supported_languages": null}, "macro.dbt_bigquery.bigquery__persist_docs": {"name": "bigquery__persist_docs", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__persist_docs", "macro_sql": "{% macro bigquery__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do alter_column_comment(relation, model.columns) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.4056802, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_comment": {"name": "bigquery__alter_column_comment", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_comment", "macro_sql": "{% macro bigquery__alter_column_comment(relation, column_dict) -%}\n {% do adapter.update_columns(relation, column_dict) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.406053, "supported_languages": null}, "macro.dbt_bigquery.bigquery__rename_relation": {"name": "bigquery__rename_relation", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__rename_relation", "macro_sql": "{% macro bigquery__rename_relation(from_relation, to_relation) -%}\n {% do adapter.rename_relation(from_relation, to_relation) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.406421, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_add_columns": {"name": "bigquery__alter_relation_add_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_add_columns", "macro_sql": "{% macro bigquery__alter_relation_add_columns(relation, add_columns) %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.4073222, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_relation_drop_columns": {"name": "bigquery__alter_relation_drop_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_relation_drop_columns", "macro_sql": "{% macro bigquery__alter_relation_drop_columns(relation, drop_columns) %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in drop_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {{ return(run_query(sql)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.408193, "supported_languages": null}, "macro.dbt_bigquery.bigquery__alter_column_type": {"name": "bigquery__alter_column_type", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__alter_column_type", "macro_sql": "{% macro bigquery__alter_column_type(relation, column_name, new_column_type) -%}\n {#-- Changing a column's data type using a query requires you to scan the entire table.\n The query charges can be significant if the table is very large.\n\n https://cloud.google.com/bigquery/docs/manually-changing-schemas#changing_a_columns_data_type\n #}\n {% set relation_columns = get_columns_in_relation(relation) %}\n\n {% set sql %}\n select\n {%- for col in relation_columns -%}\n {% if col.column == column_name %}\n CAST({{ col.quoted }} AS {{ new_column_type }}) AS {{ col.quoted }}\n {%- else %}\n {{ col.quoted }}\n {%- endif %}\n {%- if not loop.last %},{% endif -%}\n {%- endfor %}\n from {{ relation }}\n {% endset %}\n\n {% call statement('alter_column_type') %}\n {{ create_table_as(False, relation, sql)}}\n {%- endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_relation", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.410072, "supported_languages": null}, "macro.dbt_bigquery.bigquery__test_unique": {"name": "bigquery__test_unique", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__test_unique", "macro_sql": "{% macro bigquery__test_unique(model, column_name) %}\n\nwith dbt_test__target as (\n\n select {{ column_name }} as unique_field\n from {{ model }}\n where {{ column_name }} is not null\n\n)\n\nselect\n unique_field,\n count(*) as n_records\n\nfrom dbt_test__target\ngroup by unique_field\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.410472, "supported_languages": null}, "macro.dbt_bigquery.bigquery__upload_file": {"name": "bigquery__upload_file", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_bigquery.bigquery__upload_file", "macro_sql": "{% macro bigquery__upload_file(local_file_path, database, table_schema, table_name) %}\n\n {{ log(\"kwargs: \" ~ kwargs) }}\n\n {% do adapter.upload_file(local_file_path, database, table_schema, table_name, kwargs=kwargs) %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.4111161, "supported_languages": null}, "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy": {"name": "dbt_bigquery_validate_get_incremental_strategy", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro_sql": "{% macro dbt_bigquery_validate_get_incremental_strategy(config) %}\n {#-- Find and validate the incremental strategy #}\n {%- set strategy = config.get(\"incremental_strategy\") or 'merge' -%}\n\n {% set invalid_strategy_msg -%}\n Invalid incremental strategy provided: {{ strategy }}\n Expected one of: 'merge', 'insert_overwrite'\n {%- endset %}\n {% if strategy not in ['merge', 'insert_overwrite'] %}\n {% do exceptions.raise_compiler_error(invalid_strategy_msg) %}\n {% endif %}\n\n {% do return(strategy) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.415, "supported_languages": null}, "macro.dbt_bigquery.source_sql_with_partition": {"name": "source_sql_with_partition", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.source_sql_with_partition", "macro_sql": "{% macro source_sql_with_partition(partition_by, source_sql) %}\n\n {%- if partition_by.time_ingestion_partitioning %}\n {{ return(wrap_with_time_ingestion_partitioning_sql(partition_by, source_sql, False)) }}\n {% else %}\n {{ return(source_sql) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.415648, "supported_languages": null}, "macro.dbt_bigquery.bq_create_table_as": {"name": "bq_create_table_as", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_create_table_as", "macro_sql": "{% macro bq_create_table_as(partition_by, temporary, relation, compiled_code, language='sql') %}\n {%- set _dbt_max_partition = declare_dbt_max_partition(this, partition_by, compiled_code, language) -%}\n {% if partition_by.time_ingestion_partitioning and language == 'python' %}\n {% do exceptions.raise_compiler_error(\n \"Python models do not support ingestion time partitioning\"\n ) %}\n {% elif partition_by.time_ingestion_partitioning and language == 'sql' %}\n {#-- Create the table before inserting data as ingestion time partitioned tables can't be created with the transformed data --#}\n {% do run_query(create_table_as(temporary, relation, compiled_code)) %}\n {{ return(_dbt_max_partition + bq_insert_into_ingestion_time_partitioned_table_sql(relation, compiled_code)) }}\n {% else %}\n {{ return(_dbt_max_partition + create_table_as(temporary, relation, compiled_code, language)) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.declare_dbt_max_partition", "macro.dbt.run_query", "macro.dbt.create_table_as", "macro.dbt_bigquery.bq_insert_into_ingestion_time_partitioned_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.417442, "supported_languages": null}, "macro.dbt_bigquery.bq_generate_incremental_build_sql": {"name": "bq_generate_incremental_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro_sql": "{% macro bq_generate_incremental_build_sql(\n strategy, tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions, incremental_predicates\n) %}\n {#-- if partitioned, use BQ scripting to get the range of partition values to be updated --#}\n {% if strategy == 'insert_overwrite' %}\n\n {% set build_sql = bq_generate_incremental_insert_overwrite_build_sql(\n tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n ) %}\n\n {% else %} {# strategy == 'merge' #}\n\n {% set build_sql = bq_generate_incremental_merge_build_sql(\n tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, incremental_predicates\n ) %}\n\n {% endif %}\n\n {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro.dbt_bigquery.bq_generate_incremental_merge_build_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.418845, "supported_languages": null}, "macro.dbt_bigquery.materialization_incremental_bigquery": {"name": "materialization_incremental_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_bigquery.materialization_incremental_bigquery", "macro_sql": "{% materialization incremental, adapter='bigquery', supported_languages=['sql', 'python'] -%}\n\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n {%- set language = model['language'] %}\n\n {%- set target_relation = this %}\n {%- set existing_relation = load_relation(this) %}\n {%- set tmp_relation = make_temp_relation(this) %}\n\n {#-- Validate early so we don't run SQL if the strategy is invalid --#}\n {% set strategy = dbt_bigquery_validate_get_incremental_strategy(config) -%}\n\n {%- set raw_partition_by = config.get('partition_by', none) -%}\n {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n {%- set partitions = config.get('partitions', none) -%}\n {%- set cluster_by = config.get('cluster_by', none) -%}\n\n {% set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') %}\n {% set incremental_predicates = config.get('predicates', default=none) or config.get('incremental_predicates', default=none) %}\n\n -- grab current tables grants config for comparison later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n {% if partition_by.copy_partitions is true and strategy != 'insert_overwrite' %} {#-- We can't copy partitions with merge strategy --#}\n {% set wrong_strategy_msg -%}\n The 'copy_partitions' option requires the 'incremental_strategy' option to be set to 'insert_overwrite'.\n {%- endset %}\n {% do exceptions.raise_compiler_error(wrong_strategy_msg) %}\n\n {% elif existing_relation is none %}\n {%- call statement('main', language=language) -%}\n {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n {%- endcall -%}\n\n {% elif existing_relation.is_view %}\n {#-- There's no way to atomically replace a view with a table on BQ --#}\n {{ adapter.drop_relation(existing_relation) }}\n {%- call statement('main', language=language) -%}\n {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n {%- endcall -%}\n\n {% elif full_refresh_mode %}\n {#-- If the partition/cluster config has changed, then we must drop and recreate --#}\n {% if not adapter.is_replaceable(existing_relation, partition_by, cluster_by) %}\n {% do log(\"Hard refreshing \" ~ existing_relation ~ \" because it is not replaceable\") %}\n {{ adapter.drop_relation(existing_relation) }}\n {% endif %}\n {%- call statement('main', language=language) -%}\n {{ bq_create_table_as(partition_by, False, target_relation, compiled_code, language) }}\n {%- endcall -%}\n\n {% else %}\n {%- if language == 'python' and strategy == 'insert_overwrite' -%}\n {#-- This lets us move forward assuming no python will be directly templated into a query --#}\n {%- set python_unsupported_msg -%}\n The 'insert_overwrite' strategy is not yet supported for python models.\n {%- endset %}\n {% do exceptions.raise_compiler_error(python_unsupported_msg) %}\n {%- endif -%}\n\n {% set tmp_relation_exists = false %}\n {% if on_schema_change != 'ignore' or language == 'python' %}\n {#-- Check first, since otherwise we may not build a temp table --#}\n {#-- Python always needs to create a temp table --#}\n {%- call statement('create_tmp_relation', language=language) -%}\n {{ bq_create_table_as(partition_by, True, tmp_relation, compiled_code, language) }}\n {%- endcall -%}\n {% set tmp_relation_exists = true %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, tmp_relation, existing_relation) %}\n {% endif %}\n\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n {#-- Add time ingestion pseudo column to destination column as not part of the 'schema' but still need it for actual data insertion --#}\n {% if partition_by.time_ingestion_partitioning %}\n {% set dest_columns = adapter.add_time_ingestion_partition_column(partition_by, dest_columns) %}\n {% endif %}\n\n {% set build_sql = bq_generate_incremental_build_sql(\n strategy, tmp_relation, target_relation, compiled_code, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, partition_by.copy_partitions, incremental_predicates\n ) %}\n\n {%- call statement('main') -%}\n {{ build_sql }}\n {% endcall %}\n\n {%- if language == 'python' and tmp_relation -%}\n {{ adapter.drop_relation(tmp_relation) }}\n {%- endif -%}\n\n {% endif %}\n\n {{ run_hooks(post_hooks) }}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.load_relation", "macro.dbt.make_temp_relation", "macro.dbt_bigquery.dbt_bigquery_validate_get_incremental_strategy", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.process_schema_changes", "macro.dbt_bigquery.bq_generate_incremental_build_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.428124, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql": {"name": "bq_generate_incremental_insert_overwrite_build_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_generate_incremental_insert_overwrite_build_sql", "macro_sql": "{% macro bq_generate_incremental_insert_overwrite_build_sql(\n tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n {% if partition_by is none %}\n {% set missing_partition_msg -%}\n The 'insert_overwrite' strategy requires the `partition_by` config.\n {%- endset %}\n {% do exceptions.raise_compiler_error(missing_partition_msg) %}\n {% endif %}\n\n {% set build_sql = bq_insert_overwrite_sql(\n tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n ) %}\n\n {{ return(build_sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.432848, "supported_languages": null}, "macro.dbt_bigquery.bq_copy_partitions": {"name": "bq_copy_partitions", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_copy_partitions", "macro_sql": "{% macro bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n\n {% for partition in partitions %}\n {% if partition_by.granularity == 'hour' %}\n {% set partition = partition.strftime(\"%Y%m%d%H\") %}\n {% elif partition_by.granularity == 'day' %}\n {% set partition = partition.strftime(\"%Y%m%d\") %}\n {% elif partition_by.granularity == 'month' %}\n {% set partition = partition.strftime(\"%Y%m\") %}\n {% elif partition_by.granularity == 'year' %}\n {% set partition = partition.strftime(\"%Y\") %}\n {% endif %}\n {% set tmp_relation_partitioned = api.Relation.create(database=tmp_relation.database, schema=tmp_relation.schema, identifier=tmp_relation.table ~ '$' ~ partition, type=tmp_relation.type) %}\n {% set target_relation_partitioned = api.Relation.create(database=target_relation.database, schema=target_relation.schema, identifier=target_relation.table ~ '$' ~ partition, type=target_relation.type) %}\n {% do adapter.copy_table(tmp_relation_partitioned, target_relation_partitioned, \"table\") %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.435454, "supported_languages": null}, "macro.dbt_bigquery.bq_insert_overwrite_sql": {"name": "bq_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_insert_overwrite_sql", "macro_sql": "{% macro bq_insert_overwrite_sql(\n tmp_relation, target_relation, sql, unique_key, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n {% if partitions is not none and partitions != [] %} {# static #}\n {{ bq_static_insert_overwrite_sql(tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions) }}\n {% else %} {# dynamic #}\n {{ bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.436832, "supported_languages": null}, "macro.dbt_bigquery.bq_static_insert_overwrite_sql": {"name": "bq_static_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_static_insert_overwrite_sql", "macro_sql": "{% macro bq_static_insert_overwrite_sql(\n tmp_relation, target_relation, sql, partition_by, partitions, dest_columns, tmp_relation_exists, copy_partitions\n) %}\n\n {% set predicate -%}\n {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in (\n {{ partitions | join (', ') }}\n )\n {%- endset %}\n\n {%- set source_sql -%}\n (\n {% if partition_by.time_ingestion_partitioning and tmp_relation_exists -%}\n select\n {{ partition_by.insertable_time_partitioning_field() }},\n * from {{ tmp_relation }}\n {% elif tmp_relation_exists -%}\n select\n * from {{ tmp_relation }}\n {%- elif partition_by.time_ingestion_partitioning -%}\n {{ wrap_with_time_ingestion_partitioning_sql(partition_by, sql, True) }}\n {%- else -%}\n {{sql}}\n {%- endif -%}\n\n )\n {%- endset -%}\n\n {% if copy_partitions %}\n {% do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) %}\n {% else %}\n\n {#-- In case we're putting the model SQL _directly_ into the MERGE statement,\n we need to prepend the MERGE statement with the user-configured sql_header,\n which may be needed to resolve that model SQL (e.g. referencing a variable or UDF in the header)\n in the \"temporary table exists\" case, we save the model SQL result as a temp table first, wherein the\n sql_header is included by the create_table_as macro.\n #}\n -- 1. run the merge statement\n {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate], include_sql_header = not tmp_relation_exists) }};\n\n {%- if tmp_relation_exists -%}\n -- 2. clean up the temp table\n drop table if exists {{ tmp_relation }};\n {%- endif -%}\n\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.wrap_with_time_ingestion_partitioning_sql", "macro.dbt_bigquery.bq_copy_partitions", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.439544, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql": {"name": "bq_dynamic_copy_partitions_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_copy_partitions_insert_overwrite_sql(\n tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions\n ) %}\n {# We run temp table creation in a separated script to move to partitions copy #}\n {%- call statement('create_tmp_relation_for_copy', language='sql') -%}\n {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql')\n }}\n {%- endcall %}\n {%- set partitions_sql -%}\n select distinct {{ partition_by.render_wrapped() }}\n from {{ tmp_relation }}\n {%- endset -%}\n {%- set partitions = run_query(partitions_sql).columns[0].values() -%}\n {# We copy the partitions #}\n {%- do bq_copy_partitions(tmp_relation, target_relation, partitions, partition_by) -%}\n -- Clean up the temp table\n drop table if exists {{ tmp_relation }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.run_query", "macro.dbt_bigquery.bq_copy_partitions"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.441493, "supported_languages": null}, "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql": {"name": "bq_dynamic_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "original_file_path": "macros/materializations/incremental_strategy/insert_overwrite.sql", "unique_id": "macro.dbt_bigquery.bq_dynamic_insert_overwrite_sql", "macro_sql": "{% macro bq_dynamic_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) %}\n {%- if copy_partitions is true %}\n {{ bq_dynamic_copy_partitions_insert_overwrite_sql(tmp_relation, target_relation, sql, unique_key, partition_by, dest_columns, tmp_relation_exists, copy_partitions) }}\n {% else -%}\n {% set predicate -%}\n {{ partition_by.render_wrapped(alias='DBT_INTERNAL_DEST') }} in unnest(dbt_partitions_for_replacement)\n {%- endset %}\n\n {%- set source_sql -%}\n (\n select\n {% if partition_by.time_ingestion_partitioning -%}\n {{ partition_by.insertable_time_partitioning_field() }},\n {%- endif -%}\n * from {{ tmp_relation }}\n )\n {%- endset -%}\n\n -- generated script to merge partitions into {{ target_relation }}\n declare dbt_partitions_for_replacement array<{{ partition_by.data_type_for_partition() }}>;\n\n {# have we already created the temp table to check for schema changes? #}\n {% if not tmp_relation_exists %}\n -- 1. create a temp table with model data\n {{ bq_create_table_as(partition_by, True, tmp_relation, sql, 'sql') }}\n {% else %}\n -- 1. temp table already exists, we used it to check for schema changes\n {% endif %}\n {%- set partition_field = partition_by.time_partitioning_field() if partition_by.time_ingestion_partitioning else partition_by.render_wrapped() -%}\n\n -- 2. define partitions to update\n set (dbt_partitions_for_replacement) = (\n select as struct\n -- IGNORE NULLS: this needs to be aligned to _dbt_max_partition, which ignores null\n array_agg(distinct {{ partition_field }} IGNORE NULLS)\n from {{ tmp_relation }}\n );\n\n -- 3. run the merge statement\n {{ get_insert_overwrite_merge_sql(target_relation, source_sql, dest_columns, [predicate]) }};\n\n -- 4. clean up the temp table\n drop table if exists {{ tmp_relation }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bq_dynamic_copy_partitions_insert_overwrite_sql", "macro.dbt_bigquery.bq_create_table_as", "macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.4443672, "supported_languages": null}, "macro.dbt_bigquery.materialization_table_bigquery": {"name": "materialization_table_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.materialization_table_bigquery", "macro_sql": "{% materialization table, adapter='bigquery', supported_languages=['sql', 'python']-%}\n\n {%- set language = model['language'] -%}\n {%- set identifier = model['alias'] -%}\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_not_as_table = (old_relation is not none and not old_relation.is_table) -%}\n {%- set target_relation = api.Relation.create(database=database, schema=schema, identifier=identifier, type='table') -%}\n\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {{ run_hooks(pre_hooks) }}\n\n {#\n We only need to drop this thing if it is not a table.\n If it _is_ already a table, then we can overwrite it without downtime\n Unlike table -> view, no need for `--full-refresh`: dropping a view is no big deal\n #}\n {%- if exists_not_as_table -%}\n {{ adapter.drop_relation(old_relation) }}\n {%- endif -%}\n\n -- build model\n {%- set raw_partition_by = config.get('partition_by', none) -%}\n {%- set partition_by = adapter.parse_partition_by(raw_partition_by) -%}\n {%- set cluster_by = config.get('cluster_by', none) -%}\n {% if not adapter.is_replaceable(old_relation, partition_by, cluster_by) %}\n {% do log(\"Hard refreshing \" ~ old_relation ~ \" because it is not replaceable\") %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n -- build model\n {%- call statement('main', language=language) -%}\n {{ create_table_as(False, target_relation, compiled_code, language) }}\n {%- endcall -%}\n\n {{ run_hooks(post_hooks) }}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.450707, "supported_languages": ["sql", "python"]}, "macro.dbt_bigquery.py_write_table": {"name": "py_write_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_bigquery.py_write_table", "macro_sql": "{% macro py_write_table(compiled_code, target_relation) %}\nfrom pyspark.sql import SparkSession\n\nspark = SparkSession.builder.appName('smallTest').getOrCreate()\n\nspark.conf.set(\"viewsEnabled\",\"true\")\nspark.conf.set(\"temporaryGcsBucket\",\"{{target.gcs_bucket}}\")\n\n{{ compiled_code }}\ndbt = dbtObj(spark.read.format(\"bigquery\").load)\ndf = model(dbt, spark)\n\n# COMMAND ----------\n# this is materialization code dbt generated, please do not modify\n\nimport pyspark\n# make sure pandas exists before using it\ntry:\n import pandas\n pandas_available = True\nexcept ImportError:\n pandas_available = False\n\n# make sure pyspark.pandas exists before using it\ntry:\n import pyspark.pandas\n pyspark_pandas_api_available = True\nexcept ImportError:\n pyspark_pandas_api_available = False\n\n# make sure databricks.koalas exists before using it\ntry:\n import databricks.koalas\n koalas_available = True\nexcept ImportError:\n koalas_available = False\n\n# preferentially convert pandas DataFrames to pandas-on-Spark or Koalas DataFrames first\n# since they know how to convert pandas DataFrames better than `spark.createDataFrame(df)`\n# and converting from pandas-on-Spark to Spark DataFrame has no overhead\nif pyspark_pandas_api_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n df = pyspark.pandas.frame.DataFrame(df)\nelif koalas_available and pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n df = databricks.koalas.frame.DataFrame(df)\n\n# convert to pyspark.sql.dataframe.DataFrame\nif isinstance(df, pyspark.sql.dataframe.DataFrame):\n pass # since it is already a Spark DataFrame\nelif pyspark_pandas_api_available and isinstance(df, pyspark.pandas.frame.DataFrame):\n df = df.to_spark()\nelif koalas_available and isinstance(df, databricks.koalas.frame.DataFrame):\n df = df.to_spark()\nelif pandas_available and isinstance(df, pandas.core.frame.DataFrame):\n df = spark.createDataFrame(df)\nelse:\n msg = f\"{type(df)} is not a supported type for dbt Python materialization\"\n raise Exception(msg)\n\ndf.write \\\n .mode(\"overwrite\") \\\n .format(\"bigquery\") \\\n .option(\"writeMethod\", \"direct\").option(\"writeDisposition\", 'WRITE_TRUNCATE') \\\n .save(\"{{target_relation}}\")\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.4512901, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_csv_table": {"name": "bigquery__create_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_csv_table", "macro_sql": "{% macro bigquery__create_csv_table(model, agate_table) %}\n -- no-op\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.451989, "supported_languages": null}, "macro.dbt_bigquery.bigquery__reset_csv_table": {"name": "bigquery__reset_csv_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__reset_csv_table", "macro_sql": "{% macro bigquery__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.452366, "supported_languages": null}, "macro.dbt_bigquery.bigquery__load_csv_rows": {"name": "bigquery__load_csv_rows", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/seed.sql", "original_file_path": "macros/materializations/seed.sql", "unique_id": "macro.dbt_bigquery.bigquery__load_csv_rows", "macro_sql": "{% macro bigquery__load_csv_rows(model, agate_table) %}\n\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {{ adapter.load_dataframe(model['database'], model['schema'], model['alias'],\n \t\t\t\t\t\t\tagate_table, column_override) }}\n\n {% call statement() %}\n alter table {{ this.render() }} set {{ bigquery_table_options(config, model) }}\n {% endcall %}\n\n {% if config.persist_relation_docs() and 'description' in model %}\n\n \t{{ adapter.update_table_description(model['database'], model['schema'], model['alias'], model['description']) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_bigquery.bigquery_table_options"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.453995, "supported_languages": null}, "macro.dbt_bigquery.bigquery__handle_existing_table": {"name": "bigquery__handle_existing_table", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.bigquery__handle_existing_table", "macro_sql": "{% macro bigquery__handle_existing_table(full_refresh, old_relation) %}\n {%- if full_refresh -%}\n {{ adapter.drop_relation(old_relation) }}\n {%- else -%}\n {{ exceptions.relation_wrong_type(old_relation, 'view') }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.455107, "supported_languages": null}, "macro.dbt_bigquery.materialization_view_bigquery": {"name": "materialization_view_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/view.sql", "original_file_path": "macros/materializations/view.sql", "unique_id": "macro.dbt_bigquery.materialization_view_bigquery", "macro_sql": "{% materialization view, adapter='bigquery' -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {% set to_return = create_or_replace_view() %}\n\n {% set target_relation = this.incorporate(type='view') %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if config.get('grant_access_to') %}\n {% for grant_target_dict in config.get('grant_access_to') %}\n {% do adapter.grant_access_to(this, 'view', None, grant_target_dict) %}\n {% endfor %}\n {% endif %}\n\n {% do return(to_return) %}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.create_or_replace_view", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.456577, "supported_languages": ["sql"]}, "macro.dbt_bigquery.bigquery__snapshot_hash_arguments": {"name": "bigquery__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__snapshot_hash_arguments", "macro_sql": "{% macro bigquery__snapshot_hash_arguments(args) -%}\n to_hex(md5(concat({%- for arg in args -%}\n coalesce(cast({{ arg }} as string), ''){% if not loop.last %}, '|',{% endif -%}\n {%- endfor -%}\n )))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.457437, "supported_languages": null}, "macro.dbt_bigquery.bigquery__create_columns": {"name": "bigquery__create_columns", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__create_columns", "macro_sql": "{% macro bigquery__create_columns(relation, columns) %}\n {{ adapter.alter_table_add_columns(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.457802, "supported_languages": null}, "macro.dbt_bigquery.bigquery__post_snapshot": {"name": "bigquery__post_snapshot", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/snapshot.sql", "original_file_path": "macros/materializations/snapshot.sql", "unique_id": "macro.dbt_bigquery.bigquery__post_snapshot", "macro_sql": "{% macro bigquery__post_snapshot(staging_relation) %}\n -- Clean up the snapshot temp table\n {% do drop_relation(staging_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.458117, "supported_languages": null}, "macro.dbt_bigquery.bigquery__get_catalog": {"name": "bigquery__get_catalog", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_bigquery.bigquery__get_catalog", "macro_sql": "{% macro bigquery__get_catalog(information_schema, schemas) -%}\n\n {%- if (schemas | length) == 0 -%}\n {# Hopefully nothing cares about the columns we return when there are no rows #}\n {%- set query = \"select 1 as id limit 0\" -%}\n {%- else -%}\n\n {%- set query -%}\n with tables as (\n select\n project_id as table_database,\n dataset_id as table_schema,\n table_id as original_table_name,\n\n concat(project_id, '.', dataset_id, '.', table_id) as relation_id,\n\n row_count,\n size_bytes as size_bytes,\n case\n when type = 1 then 'table'\n when type = 2 then 'view'\n else 'external'\n end as table_type,\n\n REGEXP_CONTAINS(table_id, '^.+[0-9]{8}$') and coalesce(type, 0) = 1 as is_date_shard,\n REGEXP_EXTRACT(table_id, '^(.+)[0-9]{8}$') as shard_base_name,\n REGEXP_EXTRACT(table_id, '^.+([0-9]{8})$') as shard_name\n\n from {{ information_schema.replace(information_schema_view='__TABLES__') }}\n where (\n {%- for schema in schemas -%}\n upper(dataset_id) = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n ),\n\n table_options as (\n select\n concat(table_catalog, '.', table_schema, '.', table_name) as relation_id,\n JSON_VALUE(option_value) as table_comment\n\n from {{ information_schema.replace(information_schema_view='TABLE_OPTIONS') }}\n where option_name = 'description'\n ),\n extracted as (\n\n select *,\n case\n when is_date_shard then shard_base_name\n else original_table_name\n end as table_name\n\n from tables\n\n ),\n\n unsharded_tables as (\n\n select\n table_database,\n table_schema,\n table_name,\n coalesce(table_type, 'external') as table_type,\n is_date_shard,\n\n struct(\n min(shard_name) as shard_min,\n max(shard_name) as shard_max,\n count(*) as shard_count\n ) as table_shards,\n\n sum(size_bytes) as size_bytes,\n sum(row_count) as row_count,\n\n max(relation_id) as relation_id\n\n from extracted\n group by 1,2,3,4,5\n\n ),\n\n info_schema_columns as (\n\n select\n concat(table_catalog, '.', table_schema, '.', table_name) as relation_id,\n table_catalog as table_database,\n table_schema,\n table_name,\n\n -- use the \"real\" column name from the paths query below\n column_name as base_column_name,\n ordinal_position as column_index,\n\n is_partitioning_column,\n clustering_ordinal_position\n\n from {{ information_schema.replace(information_schema_view='COLUMNS') }}\n where ordinal_position is not null\n\n ),\n\n info_schema_column_paths as (\n\n select\n concat(table_catalog, '.', table_schema, '.', table_name) as relation_id,\n field_path as column_name,\n data_type as column_type,\n column_name as base_column_name,\n description as column_comment\n\n from {{ information_schema.replace(information_schema_view='COLUMN_FIELD_PATHS') }}\n\n ),\n\n columns as (\n\n select * except (base_column_name)\n from info_schema_columns\n join info_schema_column_paths using (relation_id, base_column_name)\n\n ),\n\n column_stats as (\n\n select\n table_database,\n table_schema,\n table_name,\n max(relation_id) as relation_id,\n max(case when is_partitioning_column = 'YES' then 1 else 0 end) = 1 as is_partitioned,\n max(case when is_partitioning_column = 'YES' then column_name else null end) as partition_column,\n max(case when clustering_ordinal_position is not null then 1 else 0 end) = 1 as is_clustered,\n array_to_string(\n array_agg(\n case\n when clustering_ordinal_position is not null then column_name\n else null\n end ignore nulls\n order by clustering_ordinal_position\n ), ', '\n ) as clustering_columns\n\n from columns\n group by 1,2,3\n\n )\n\n select\n unsharded_tables.table_database,\n unsharded_tables.table_schema,\n case\n when is_date_shard then concat(unsharded_tables.table_name, '*')\n else unsharded_tables.table_name\n end as table_name,\n unsharded_tables.table_type,\n table_options.table_comment,\n\n -- coalesce name and type for External tables - these columns are not\n -- present in the COLUMN_FIELD_PATHS resultset\n coalesce(columns.column_name, '') as column_name,\n -- invent a row number to account for nested fields -- BQ does\n -- not treat these nested properties as independent fields\n row_number() over (\n partition by relation_id\n order by columns.column_index, columns.column_name\n ) as column_index,\n coalesce(columns.column_type, '') as column_type,\n columns.column_comment,\n\n 'Shard count' as `stats__date_shards__label`,\n table_shards.shard_count as `stats__date_shards__value`,\n 'The number of date shards in this table' as `stats__date_shards__description`,\n is_date_shard as `stats__date_shards__include`,\n\n 'Shard (min)' as `stats__date_shard_min__label`,\n table_shards.shard_min as `stats__date_shard_min__value`,\n 'The first date shard in this table' as `stats__date_shard_min__description`,\n is_date_shard as `stats__date_shard_min__include`,\n\n 'Shard (max)' as `stats__date_shard_max__label`,\n table_shards.shard_max as `stats__date_shard_max__value`,\n 'The last date shard in this table' as `stats__date_shard_max__description`,\n is_date_shard as `stats__date_shard_max__include`,\n\n '# Rows' as `stats__num_rows__label`,\n row_count as `stats__num_rows__value`,\n 'Approximate count of rows in this table' as `stats__num_rows__description`,\n (unsharded_tables.table_type = 'table') as `stats__num_rows__include`,\n\n 'Approximate Size' as `stats__num_bytes__label`,\n size_bytes as `stats__num_bytes__value`,\n 'Approximate size of table as reported by BigQuery' as `stats__num_bytes__description`,\n (unsharded_tables.table_type = 'table') as `stats__num_bytes__include`,\n\n 'Partitioned By' as `stats__partitioning_type__label`,\n partition_column as `stats__partitioning_type__value`,\n 'The partitioning column for this table' as `stats__partitioning_type__description`,\n is_partitioned as `stats__partitioning_type__include`,\n\n 'Clustered By' as `stats__clustering_fields__label`,\n clustering_columns as `stats__clustering_fields__value`,\n 'The clustering columns for this table' as `stats__clustering_fields__description`,\n is_clustered as `stats__clustering_fields__include`\n\n -- join using relation_id (an actual relation, not a shard prefix) to make\n -- sure that column metadata is picked up through the join. This will only\n -- return the column information for the \"max\" table in a date-sharded table set\n from unsharded_tables\n left join table_options using (relation_id)\n left join columns using (relation_id)\n left join column_stats using (relation_id)\n {%- endset -%}\n\n {%- endif -%}\n\n {{ return(run_query(query)) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.464593, "supported_languages": null}, "macro.dbt_bigquery.materialization_copy_bigquery": {"name": "materialization_copy_bigquery", "resource_type": "macro", "package_name": "dbt_bigquery", "path": "macros/materializations/copy.sql", "original_file_path": "macros/materializations/copy.sql", "unique_id": "macro.dbt_bigquery.materialization_copy_bigquery", "macro_sql": "{% materialization copy, adapter='bigquery' -%}\n\n {# Setup #}\n {{ run_hooks(pre_hooks) }}\n\n {% set destination = this.incorporate(type='table') %}\n\n {# there can be several ref() or source() according to BQ copy API docs #}\n {# cycle over ref() and source() to create source tables array #}\n {% set source_array = [] %}\n {% for ref_table in model.refs %}\n {{ source_array.append(ref(*ref_table)) }}\n {% endfor %}\n\n {% for src_table in model.sources %}\n {{ source_array.append(source(*src_table)) }}\n {% endfor %}\n\n {# Call adapter copy_table function #}\n {%- set result_str = adapter.copy_table(\n source_array,\n destination,\n config.get('copy_materialization', default = 'table')) -%}\n\n {{ store_result('main', response=result_str) }}\n\n {# Clean up #}\n {{ run_hooks(post_hooks) }}\n {%- do apply_grants(target_relation, grant_config) -%}\n {{ adapter.commit() }}\n\n {{ return({'relations': [destination]}) }}\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.467128, "supported_languages": ["sql"]}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.4687092, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.469135, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.4701078, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.471582, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n {#- loop through user_provided_columns to get column names -#}\n {%- set user_provided_columns = model['columns'] -%}\n {%- for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.472619, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.47305, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.4734662, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.479687, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.48033, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.480716, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.4809332, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.481298, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.481577, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.482048, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.4843662, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.484807, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.485389, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.4863648, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.497833, "supported_languages": ["sql"]}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.50788, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/table.sql", "original_file_path": "macros/materializations/models/table/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.5129862, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type='table') -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ create_table_as(False, target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.517163, "supported_languages": ["sql"]}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.520854, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.521228, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.521934, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.522434, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n {%- if select_sql_header is not none -%}\n {{ select_sql_header }}\n {%- endif -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.522901, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.523318, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {{ col_err.append(col['name']) }}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.524998, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.525768, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.526189, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.526975, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.5274959, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.528834, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.529412, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.531279, "supported_languages": null}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.539989, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.5427, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.5453708, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.5472991, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/create_materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/create_materialized_view.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n {{- log('Applying CREATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.54817, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/create_materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/create_materialized_view.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.548782, "supported_languages": null}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.556965, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n -- backup_relation and intermediate_relation should not already exist in the database\n -- it's possible these exist because of a previous run that exited unexpectedly\n {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.5578508, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n -- drop the temp relations if they exist to leave the database clean for the next run\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(intermediate_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.558433, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_materialized_view_as_sql(target_relation, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_materialized_view_as_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.561387, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ target_relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.562021, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.563512, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_as_sql": {"name": "get_replace_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/replace_materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/replace_materialized_view.sql", "unique_id": "macro.dbt.get_replace_materialized_view_as_sql", "macro_sql": "{% macro get_replace_materialized_view_as_sql(relation, sql, existing_relation, backup_relation, intermediate_relation) %}\n {{- log('Applying REPLACE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_replace_materialized_view_as_sql', 'dbt')(relation, sql, existing_relation, backup_relation, intermediate_relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.5644171, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_as_sql": {"name": "default__get_replace_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/replace_materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/replace_materialized_view.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_as_sql", "macro_sql": "{% macro default__get_replace_materialized_view_as_sql(relation, sql, existing_relation, backup_relation, intermediate_relation) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.564831, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/drop_relation.sql", "original_file_path": "macros/adapters/drop_relation.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.5664499, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/drop_relation.sql", "original_file_path": "macros/adapters/drop_relation.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n {%- if relation.is_table -%}\n {{- drop_table(relation) -}}\n {%- elif relation.is_view -%}\n {{- drop_view(relation) -}}\n {%- elif relation.is_materialized_view -%}\n {{- drop_materialized_view(relation) -}}\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endif -%}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.drop_table", "macro.dbt.drop_view", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.56749, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/drop_relation.sql", "original_file_path": "macros/adapters/drop_relation.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.5679202, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/drop_relation.sql", "original_file_path": "macros/adapters/drop_relation.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.568182, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/drop_relation.sql", "original_file_path": "macros/adapters/drop_relation.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.5686011, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/drop_relation.sql", "original_file_path": "macros/adapters/drop_relation.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.5688589, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/drop_relation.sql", "original_file_path": "macros/adapters/drop_relation.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.569275, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/drop_relation.sql", "original_file_path": "macros/adapters/drop_relation.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.569534, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/alter_materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/alter_materialized_view.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{- log('Applying ALTER to: ' ~ relation) -}}\n {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.570534, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/alter_materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/alter_materialized_view.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.5709782, "supported_languages": null}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.578636, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.580661, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.581305, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.582411, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.5828621, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.5831811, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.583501, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.583773, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.5841339, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.584408, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.5854442, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.585856, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.588459, "supported_languages": null}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.594811, "supported_languages": ["sql"]}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.595634, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.595999, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.596403, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.597323, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/models/view/create_or_replace_view.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.600283, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/view.sql", "original_file_path": "macros/materializations/models/view/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.60513, "supported_languages": ["sql"]}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/get_materialized_view_configuration_changes.sql", "original_file_path": "macros/materializations/models/materialized_view/get_materialized_view_configuration_changes.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.605985, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/get_materialized_view_configuration_changes.sql", "original_file_path": "macros/materializations/models/materialized_view/get_materialized_view_configuration_changes.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.606316, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/refresh_materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/refresh_materialized_view.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.6069498, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/refresh_materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/refresh_materialized_view.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.607255, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.611488, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.611858, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.6123462, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.612976, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.6135092, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.614199, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.6146162, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.61499, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.615542, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.616169, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.616714, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.6178958, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.618402, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.618727, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.619162, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.6256561, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.6260312, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.6265311, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.6280699, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.628441, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.6288252, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n select {{ check_cols_config | join(', ') }} from (\n {{ node['compiled_code'] }}\n ) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.631816, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.6348531, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.6366131, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.636889, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n (\n {% for c in raw_column_constraints -%}\n {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n {% endfor %}\n {% for c in raw_model_constraints -%}\n {{ c }}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.6380239, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.6383958, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.638704, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n {#-- First ensure the user has defined 'columns' in yaml specification --#}\n {%- set user_defined_columns = model['columns'] -%}\n {%- if not user_defined_columns -%}\n {{ exceptions.raise_contract_error([], []) }}\n {%- endif -%}\n\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.6418428, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append(formatted_column) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.642902, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n {% set data_type = column.dtype %}\n {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.644196, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.646917, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.647583, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.6480262, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.648391, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.648809, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.649375, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.649847, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.6505332, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_bigquery.bigquery__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.650966, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1702916464.651347, "supported_languages": null}}, "docs": {"doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}}, "exposures": {}, "metrics": {"metric.jaffle_shop.customers_with_orders": {"name": "customers_with_orders", "resource_type": "metric", "package_name": "jaffle_shop", "path": "marts/customers.yml", "original_file_path": "models/marts/customers.yml", "unique_id": "metric.jaffle_shop.customers_with_orders", "fqn": ["jaffle_shop", "marts", "customers_with_orders"], "description": "Distict count of customers placing orders", "label": "Customers w/ Orders", "type": "simple", "type_params": {"measure": {"name": "customers_with_orders", "filter": null, "alias": null}, "input_measures": [{"name": "customers_with_orders", "filter": null, "alias": null}], "numerator": null, "denominator": null, "expr": null, "window": null, "grain_to_date": null, "metrics": []}, "filter": null, "metadata": null, "meta": {}, "tags": [], "config": {"enabled": true, "group": null}, "unrendered_config": {}, "sources": [], "depends_on": {"macros": [], "nodes": ["semantic_model.jaffle_shop.orders"]}, "refs": [], "metrics": [], "created_at": 1702514525.4707541, "group": null}, "metric.jaffle_shop.new_customer": {"name": "new_customer", "resource_type": "metric", "package_name": "jaffle_shop", "path": "marts/customers.yml", "original_file_path": "models/marts/customers.yml", "unique_id": "metric.jaffle_shop.new_customer", "fqn": ["jaffle_shop", "marts", "new_customer"], "description": "Unique count of new customers.", "label": "New Customers", "type": "simple", "type_params": {"measure": {"name": "customers_with_orders", "filter": null, "alias": null}, "input_measures": [{"name": "customers_with_orders", "filter": null, "alias": null}], "numerator": null, "denominator": null, "expr": null, "window": null, "grain_to_date": null, "metrics": []}, "filter": {"where_sql_template": "{{ Dimension('customer__customer_type') }} = 'new'\n"}, "metadata": null, "meta": {}, "tags": [], "config": {"enabled": true, "group": null}, "unrendered_config": {}, "sources": [], "depends_on": {"macros": [], "nodes": ["semantic_model.jaffle_shop.orders"]}, "refs": [], "metrics": [], "created_at": 1702514525.471699, "group": null}, "metric.jaffle_shop.order_total": {"name": "order_total", "resource_type": "metric", "package_name": "jaffle_shop", "path": "marts/orders.yml", "original_file_path": "models/marts/orders.yml", "unique_id": "metric.jaffle_shop.order_total", "fqn": ["jaffle_shop", "marts", "order_total"], "description": "Sum of total order amonunt. 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The grain of the table is one row per location.\n", "defaults": {"agg_time_dimension": "opened_at"}, "entities": [{"name": "location", "type": "primary", "description": null, "role": null, "expr": "location_id"}], "measures": [{"name": "average_tax_rate", "agg": "average", "description": "Average tax rate.", "create_metric": false, "expr": "tax_rate", "agg_params": null, "non_additive_dimension": null, "agg_time_dimension": null}], "dimensions": [{"name": "location_name", "type": "categorical", "description": null, "is_partition": false, "type_params": null, "expr": null, "metadata": null}, {"name": "opened_at", "type": "time", "description": null, "is_partition": false, "type_params": {"time_granularity": "day", "validity_params": null}, "expr": "opened_at", "metadata": null}], "metadata": null, "depends_on": {"macros": [], "nodes": ["model.jaffle_shop.stg_locations"]}, "refs": [{"name": "stg_locations", "package": null, "version": null}], "created_at": 1702514525.44751, "config": {"enabled": true}, "primary_entity": null}, "semantic_model.jaffle_shop.customers": {"name": "customers", "resource_type": "semantic_model", "package_name": "jaffle_shop", "path": "marts/customers.yml", "original_file_path": "models/marts/customers.yml", "unique_id": "semantic_model.jaffle_shop.customers", "fqn": ["jaffle_shop", "marts", "customers"], "model": "ref('customers')", "node_relation": {"alias": "customers", "schema_name": "dbt_beto", "database": "dbt-tutorial-347100", "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`customers`"}, "description": "Customer grain mart.\n", "defaults": {"agg_time_dimension": "first_ordered_at"}, "entities": [{"name": "customer", "type": "primary", "description": null, "role": null, "expr": "customer_id"}], "measures": [{"name": "count_lifetime_orders", "agg": "sum", "description": "Total count of orders per customer.", "create_metric": false, "expr": null, "agg_params": null, "non_additive_dimension": null, "agg_time_dimension": null}, {"name": "lifetime_spend_pretax", "agg": "sum", "description": "Customer lifetime spend before taxes.", "create_metric": false, "expr": null, "agg_params": null, "non_additive_dimension": null, "agg_time_dimension": null}, {"name": "lifetime_spend", "agg": "sum", "description": "Gross customer lifetime spend inclusive of taxes.", "create_metric": false, "expr": null, "agg_params": null, "non_additive_dimension": null, "agg_time_dimension": null}], "dimensions": [{"name": "customer_name", "type": "categorical", "description": null, "is_partition": false, "type_params": null, "expr": null, "metadata": null}, {"name": "customer_type", "type": "categorical", "description": null, "is_partition": false, "type_params": null, "expr": null, "metadata": null}, {"name": "first_ordered_at", "type": "time", "description": null, "is_partition": false, "type_params": {"time_granularity": "day", "validity_params": null}, "expr": null, "metadata": null}, {"name": "last_ordered_at", "type": "time", "description": null, "is_partition": false, "type_params": {"time_granularity": "day", "validity_params": null}, "expr": null, "metadata": null}], "metadata": null, "depends_on": {"macros": [], "nodes": ["model.jaffle_shop.customers"]}, "refs": [{"name": "customers", "package": null, "version": null}], "created_at": 1702514525.474345, "config": {"enabled": true}, "primary_entity": null}, "semantic_model.jaffle_shop.orders": {"name": "orders", "resource_type": "semantic_model", "package_name": "jaffle_shop", "path": "marts/orders.yml", "original_file_path": "models/marts/orders.yml", "unique_id": "semantic_model.jaffle_shop.orders", "fqn": ["jaffle_shop", "marts", "orders"], "model": "ref('orders')", "node_relation": {"alias": "orders", "schema_name": "dbt_beto", "database": "dbt-tutorial-347100", "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`orders`"}, "description": "Order fact table. This table is at the order grain with one row per order.\n", "defaults": {"agg_time_dimension": "ordered_at"}, "entities": [{"name": "order_id", "type": "primary", "description": null, "role": null, "expr": null}, {"name": "location", "type": "foreign", "description": null, "role": null, "expr": "location_id"}, {"name": "customer", "type": "foreign", "description": null, "role": null, "expr": "customer_id"}], "measures": [{"name": "order_total", "agg": "sum", "description": "The total amount for each order including taxes.", "create_metric": false, "expr": null, "agg_params": null, "non_additive_dimension": null, "agg_time_dimension": null}, {"name": "order_count", "agg": "sum", "description": null, "create_metric": false, "expr": "1", "agg_params": null, "non_additive_dimension": null, "agg_time_dimension": null}, {"name": "tax_paid", "agg": "sum", "description": "The total tax paid on each order.", "create_metric": false, "expr": null, "agg_params": null, "non_additive_dimension": null, "agg_time_dimension": null}, {"name": "customers_with_orders", "agg": "count_distinct", "description": "Distinct count of customers placing orders", "create_metric": false, "expr": "customer_id", "agg_params": null, "non_additive_dimension": null, "agg_time_dimension": null}, {"name": "locations_with_orders", "agg": "count_distinct", "description": "Distinct count of locations with order", "create_metric": false, "expr": "location_id", "agg_params": null, "non_additive_dimension": null, "agg_time_dimension": null}, {"name": "order_cost", "agg": "sum", "description": "The cost for each order item. Cost is calculated as a sum of the supply cost for each order item.", "create_metric": false, "expr": null, "agg_params": null, "non_additive_dimension": null, "agg_time_dimension": null}], "dimensions": [{"name": "ordered_at", "type": "time", "description": null, "is_partition": false, "type_params": {"time_granularity": "day", "validity_params": null}, "expr": "ordered_at", "metadata": null}, {"name": "order_total_dim", "type": "categorical", "description": null, "is_partition": false, "type_params": null, "expr": "order_total", "metadata": null}, {"name": "is_food_order", "type": "categorical", "description": null, "is_partition": false, "type_params": null, "expr": null, "metadata": null}, {"name": "is_drink_order", "type": "categorical", "description": null, "is_partition": false, "type_params": null, "expr": null, "metadata": null}], "metadata": null, "depends_on": {"macros": [], "nodes": ["model.jaffle_shop.orders"]}, "refs": [{"name": "orders", "package": null, "version": null}], "created_at": 1702514525.4995651, "config": {"enabled": true}, "primary_entity": null}, "semantic_model.jaffle_shop.order_item": {"name": "order_item", "resource_type": "semantic_model", "package_name": "jaffle_shop", "path": "marts/order_items.yml", "original_file_path": "models/marts/order_items.yml", "unique_id": "semantic_model.jaffle_shop.order_item", "fqn": ["jaffle_shop", "marts", "order_item"], "model": "ref('order_items')", "node_relation": {"alias": "order_items", "schema_name": "dbt_beto", "database": "dbt-tutorial-347100", "relation_name": "`dbt-tutorial-347100`.`dbt_beto`.`order_items`"}, "description": "Items contatined in each order. The grain of the table is one row per order item.\n", "defaults": {"agg_time_dimension": "ordered_at"}, "entities": [{"name": "order_item", "type": "primary", "description": null, "role": null, "expr": "order_item_id"}, {"name": "order_id", "type": "foreign", "description": null, "role": null, "expr": "order_id"}, {"name": "product", "type": "foreign", "description": null, "role": null, "expr": "product_id"}], "measures": [{"name": "revenue", "agg": "sum", "description": "The revenue generated for each order item. Revenue is calculated as a sum of revenue associated with each product in an order.", "create_metric": false, "expr": "product_price", "agg_params": null, "non_additive_dimension": null, "agg_time_dimension": null}, {"name": "food_revenue", "agg": "sum", "description": "The revenue generated for each order item. Revenue is calculated as a sum of revenue associated with each product in an order.", "create_metric": false, "expr": "case when is_food_item = 1 then product_price else 0 end", "agg_params": null, "non_additive_dimension": null, "agg_time_dimension": null}, {"name": "drink_revenue", "agg": "sum", "description": "The revenue generated for each order item. Revenue is calculated as a sum of revenue associated with each product in an order.", "create_metric": false, "expr": "case when is_drink_item = 1 then product_price else 0 end", "agg_params": null, "non_additive_dimension": null, "agg_time_dimension": null}, {"name": "median_revenue", "agg": "median", "description": "The median revenue generated for each order item.", "create_metric": false, "expr": "product_price", "agg_params": null, "non_additive_dimension": null, "agg_time_dimension": null}], "dimensions": [{"name": "ordered_at", "type": "time", "description": null, "is_partition": false, "type_params": {"time_granularity": "day", "validity_params": null}, "expr": "cast(ordered_at as DATETIME)", "metadata": null}, {"name": "is_food_item", "type": "categorical", "description": null, "is_partition": false, "type_params": null, "expr": null, "metadata": null}, {"name": "is_drink_item", "type": "categorical", "description": null, "is_partition": false, "type_params": null, "expr": null, "metadata": null}], "metadata": null, "depends_on": {"macros": [], "nodes": ["model.jaffle_shop.order_items"]}, "refs": [{"name": "order_items", "package": null, "version": null}], "created_at": 1702514525.513821, "config": {"enabled": true}, "primary_entity": null}}} diff --git a/tests/cli/superset/sync/dbt/metrics_test.py b/tests/cli/superset/sync/dbt/metrics_test.py index 4ef42073..813b3039 100644 --- a/tests/cli/superset/sync/dbt/metrics_test.py +++ b/tests/cli/superset/sync/dbt/metrics_test.py @@ -104,6 +104,10 @@ def test_get_metric_expression() -> None: get_metric_expression("five", metrics) assert str(excinfo.value) == "Invalid metric five" + with pytest.raises(Exception) as excinfo: + get_metric_expression("six", {"six": {}}) # type: ignore + assert str(excinfo.value) == "Unable to generate metric expression from: {}" + def test_get_metric_expression_new_schema() -> None: """