From bb5fd1c8a0f56e5ff7a27726d5bf9ad00e456e52 Mon Sep 17 00:00:00 2001
From: pgoslatara <pgoslatara@gmail.com>
Date: Sun, 15 Sep 2024 22:20:45 +0200
Subject: [PATCH 1/2] Suggesting name if incorrect

---
 poetry.lock                              | 800 +++++++++++++++--------
 pyproject.toml                           |   1 +
 src/dbt_bouncer/config_file_validator.py |  41 +-
 tests/unit/test_config_file_validator.py |  51 +-
 4 files changed, 614 insertions(+), 279 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index c04712a5..3a0cdbb6 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -151,13 +151,13 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "certifi"
-version = "2024.7.4"
+version = "2024.8.30"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
-    {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"},
+    {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
+    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
 ]
 
 [[package]]
@@ -394,18 +394,18 @@ files = [
 
 [[package]]
 name = "dbt-adapters"
-version = "1.4.1"
+version = "1.6.0"
 description = "The set of adapter protocols and base functionality that supports integration with dbt-core"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "dbt_adapters-1.4.1-py3-none-any.whl", hash = "sha256:ace4928ca64c7c97bbe4dbe7287b0907496bc9bd6951bbadb1034a93b4dc40f7"},
-    {file = "dbt_adapters-1.4.1.tar.gz", hash = "sha256:bc705a9ac16037bfdf2e8bbb01e76df69ad0fc44a54e56ad6e9830d1bd4d0632"},
+    {file = "dbt_adapters-1.6.0-py3-none-any.whl", hash = "sha256:fdda113eaae4d4e31c42257c4d68e94d1bd3519476b3326c4d859d3f33278cfc"},
+    {file = "dbt_adapters-1.6.0.tar.gz", hash = "sha256:ac3b73b28691d95a9b56b70dae5a0e2e989bf539d601984cfcd3e868462cf037"},
 ]
 
 [package.dependencies]
 agate = ">=1.0,<2.0"
-dbt-common = ">=1.6,<2.0"
+dbt-common = ">=1.8,<2.0"
 mashumaro = {version = ">=3.0,<4.0", extras = ["msgpack"]}
 protobuf = ">=3.0,<5.0"
 pytz = ">=2015.7"
@@ -431,13 +431,13 @@ test = ["black (==21.9b0)", "flake8 (>=3.8.3,<4.0.0)", "isort (>=5.0.6,<6.0.0)",
 
 [[package]]
 name = "dbt-common"
-version = "1.7.0"
+version = "1.8.0"
 description = "The shared common utilities that dbt-core and adapter implementations use"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "dbt_common-1.7.0-py3-none-any.whl", hash = "sha256:ade7cf908492e83f890fd2c2bbb286f685dfe55a28ee1076f5485041b9acb93e"},
-    {file = "dbt_common-1.7.0.tar.gz", hash = "sha256:bf085abd6c2d871ec802f0b78a13467ca1d8be1603b165bb80caa9309d6b292d"},
+    {file = "dbt_common-1.8.0-py3-none-any.whl", hash = "sha256:78fc3855d1b53c56e1728edd58b83e3a7a2e6c0063bb0fd724c3b84fc7f90196"},
+    {file = "dbt_common-1.8.0.tar.gz", hash = "sha256:7a167e6b7cf39e758c63d349c7d2df46d915d6f1e2207d07121b1859f31b99be"},
 ]
 
 [package.dependencies]
@@ -590,57 +590,57 @@ files = [
 
 [[package]]
 name = "duckdb"
-version = "1.0.0"
+version = "1.1.0"
 description = "DuckDB in-process database"
 optional = false
 python-versions = ">=3.7.0"
 files = [
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-    {file = "duckdb-1.0.0-cp310-cp310-macosx_12_0_universal2.whl", hash = "sha256:19797670f20f430196e48d25d082a264b66150c264c1e8eae8e22c64c2c5f3f5"},
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 ]
 
 [[package]]
@@ -673,19 +673,19 @@ testing = ["hatch", "pre-commit", "pytest", "tox"]
 
 [[package]]
 name = "filelock"
-version = "3.15.4"
+version = "3.16.0"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
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-typing = ["typing-extensions (>=4.8)"]
+docs = ["furo (>=2024.8.6)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.6.1)", "diff-cover (>=9.1.1)", "pytest (>=8.3.2)", "pytest-asyncio (>=0.24)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.26.3)"]
+typing = ["typing-extensions (>=4.12.2)"]
 
 [[package]]
 name = "ghp-import"
@@ -738,13 +738,13 @@ test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit",
 
 [[package]]
 name = "griffe"
-version = "1.2.0"
+version = "1.3.1"
 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -753,13 +753,13 @@ colorama = ">=0.4"
 
 [[package]]
 name = "identify"
-version = "2.6.0"
+version = "2.6.1"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -767,15 +767,18 @@ license = ["ukkonen"]
 
 [[package]]
 name = "idna"
-version = "3.8"
+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
+[package.extras]
+all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
+
 [[package]]
 name = "importlib-metadata"
 version = "6.11.0"
@@ -797,13 +800,13 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 
 [[package]]
 name = "importlib-resources"
-version = "6.4.4"
+version = "6.4.5"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
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@@ -939,6 +942,108 @@ files = [
 [package.extras]
 test = ["cssselect (>=0.9.1)", "lxml (>=3.6.0)", "pytest", "pytest-cov"]
 
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+rapidfuzz = ">=3.8.0,<4.0.0"
+
 [[package]]
 name = "logbook"
 version = "1.5.3"
@@ -1159,13 +1264,13 @@ min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-imp
 
 [[package]]
 name = "mkdocs-autorefs"
-version = "1.1.0"
+version = "1.2.0"
 description = "Automatically link across pages in MkDocs."
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 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
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 [[package]]
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+version = "1.2.9"
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 [package.dependencies]
@@ -1269,25 +1374,25 @@ files = [
 
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+version = "0.26.1"
 description = "Automatic documentation from sources, for MkDocs."
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 importlib-metadata = {version = ">=4.6", markers = "python_version < \"3.10\""}
 Jinja2 = ">=2.11.1"
-Markdown = ">=3.3"
+Markdown = ">=3.6"
 MarkupSafe = ">=1.1"
 mkdocs = ">=1.4"
-mkdocs-autorefs = ">=0.3.1"
+mkdocs-autorefs = ">=1.2"
 mkdocstrings-python = {version = ">=0.5.2", optional = true, markers = "extra == \"python\""}
-platformdirs = ">=2.2.0"
+platformdirs = ">=2.2"
 pymdown-extensions = ">=6.3"
 typing-extensions = {version = ">=4.1", markers = "python_version < \"3.10\""}
 
@@ -1298,93 +1403,102 @@ python-legacy = ["mkdocstrings-python-legacy (>=0.2.1)"]
 
 [[package]]
 name = "mkdocstrings-python"
-version = "1.10.8"
+version = "1.11.1"
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 [package.dependencies]
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-mkdocstrings = ">=0.25"
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+mkdocstrings = ">=0.26"
 
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 [[package]]
@@ -1538,16 +1652,17 @@ files = [
 
 [[package]]
 name = "pex"
-version = "2.17.0"
+version = "2.19.0"
 description = "The PEX packaging toolchain."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,<3.14,>=2.7"
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 ]
 
 [package.extras]
+management = ["psutil (>=5.3)"]
 subprocess = ["subprocess32 (>=3.2.7)"]
 
 [[package]]
@@ -1563,19 +1678,19 @@ files = [
 
 [[package]]
 name = "platformdirs"
-version = "4.2.2"
+version = "4.3.3"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
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 python-versions = ">=3.8"
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-type = ["mypy (>=1.8)"]
+docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)"]
+type = ["mypy (>=1.11.2)"]
 
 [[package]]
 name = "pluggy"
@@ -1820,13 +1935,13 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pytest"
-version = "8.3.2"
+version = "8.3.3"
 description = "pytest: simple powerful testing with Python"
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 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -1922,13 +2037,13 @@ files = [
 
 [[package]]
 name = "pytz"
-version = "2024.1"
+version = "2024.2"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
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 ]
 
 [[package]]
@@ -2007,6 +2122,126 @@ files = [
 [package.dependencies]
 pyyaml = "*"
 
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 version = "0.35.1"
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 [[package]]
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-    {file = "zipp-3.20.1-py3-none-any.whl", hash = "sha256:9960cd8967c8f85a56f920d5d507274e74f9ff813a0ab8889a5b5be2daf44064"},
-    {file = "zipp-3.20.1.tar.gz", hash = "sha256:c22b14cc4763c5a5b04134207736c107db42e9d3ef2d9779d465f5f1bcba572b"},
+    {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"},
+    {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"},
 ]
 
 [package.extras]
@@ -2574,4 +2824,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8.1,<3.13"
-content-hash = "e40f2f618e6092c2d71df881f6a80c37af5f70d148061e01ceee0dc7417e8a99"
+content-hash = "8f4da010c681ab8923effe1a3a0c0411e5b0035897d2dd255efdd7904ac5da75"
diff --git a/pyproject.toml b/pyproject.toml
index a1669f05..3f79b9c5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -86,6 +86,7 @@ click = "<9"
 dbt-artifacts-parser = "^0"
 jinja2 = "^3"
 jinja2-simple-tags = "^0"
+levenshtein = "^0"
 progress = "^1"
 pydantic = "^2"
 pyyaml = "<7"
diff --git a/src/dbt_bouncer/config_file_validator.py b/src/dbt_bouncer/config_file_validator.py
index 13722a28..0bf0a987 100644
--- a/src/dbt_bouncer/config_file_validator.py
+++ b/src/dbt_bouncer/config_file_validator.py
@@ -1,6 +1,6 @@
 import logging
 from pathlib import Path, PurePath
-from typing import TYPE_CHECKING, Any, Dict, Mapping
+from typing import TYPE_CHECKING, Any, Dict, List, Mapping
 
 import toml
 
@@ -10,6 +10,12 @@
     from dbt_bouncer.config_file_parser import DbtBouncerConf
 
 
+import re
+
+from Levenshtein import distance
+from pydantic import ValidationError
+
+
 def get_config_file_path(
     config_file: PurePath,
     config_file_source: str,
@@ -92,6 +98,9 @@ def load_config_file_contents(config_file_path: PurePath) -> Mapping[str, Any]:
 def validate_conf(config_file_contents: Dict[str, Any]) -> "DbtBouncerConf":
     """Validate the configuration and return the Pydantic model.
 
+    Raises:
+        RuntimeError: If the configuration is invalid.
+
     Returns:
         DbtBouncerConf: The validated configuration.
 
@@ -133,4 +142,32 @@ def validate_conf(config_file_contents: Dict[str, Any]) -> "DbtBouncerConf":
 
     DbtBouncerConf.model_rebuild()
 
-    return DbtBouncerConf(**config_file_contents)
+    try:
+        return DbtBouncerConf(**config_file_contents)
+    except ValidationError as e:
+        error_message: List[str] = []
+        for error in e.errors():
+            if (
+                re.compile(
+                    r"Input tag \S* found using 'name' does not match any of the expected tags: [\S\s]*",
+                    flags=re.DOTALL,
+                ).match(error["msg"])
+                is not None
+            ):
+                incorrect_name = error["msg"][
+                    error["msg"].find("tag") + 5 : error["msg"].find("found using") - 2
+                ]
+                accepted_names = error["msg"][
+                    error["msg"].find("tags:") + 7 : -1
+                ].split("', '")
+                min_dist = 100
+                for name in accepted_names:
+                    dist = distance(name, incorrect_name)
+                    if dist < min_dist:
+                        min_dist = dist
+                        min_name = name
+                error_message.append(
+                    f"{len(error_message) + 1}. Check '{incorrect_name}' does not match any of the expected checks. Did you mean '{min_name}'?"
+                )
+
+        raise RuntimeError("\n".join(error_message)) from e
diff --git a/tests/unit/test_config_file_validator.py b/tests/unit/test_config_file_validator.py
index d87d362f..8b4480f1 100644
--- a/tests/unit/test_config_file_validator.py
+++ b/tests/unit/test_config_file_validator.py
@@ -5,7 +5,6 @@
 import pytest
 import toml
 import yaml
-from pydantic import ValidationError
 
 from dbt_bouncer.config_file_validator import (
     get_config_file_path,
@@ -111,7 +110,7 @@ def test_load_config_file_contents_pyproject_toml_no_bouncer_section(
 invalid_confs = [
     (
         f,
-        pytest.raises(ValidationError),
+        pytest.raises(RuntimeError),
     )
     for f in Path("./tests/unit/config_files/invalid").glob("*.yml")
 ]
@@ -138,6 +137,54 @@ def test_validate_conf_invalid(f, expectation):
         validate_conf(config_file_contents=conf)
 
 
+def test_validate_conf_incorrect_name():
+    ctx = click.Context(
+        cli,
+        obj={
+            "config_file_path": "",
+            "custom_checks_dir": None,
+        },
+    )
+
+    with ctx, pytest.raises(Exception) as excinfo:  # noqa: PT011
+        validate_conf(
+            config_file_contents={
+                "manifest_checks": [{"name": "check_model_has_unique_tst"}]
+            }
+        )
+
+    assert (
+        str(excinfo.value)
+        == "1. Check 'check_model_has_unique_tst' does not match any of the expected checks. Did you mean 'check_model_has_unique_test'?"
+    )
+
+
+def test_validate_conf_incorrect_names():
+    ctx = click.Context(
+        cli,
+        obj={
+            "config_file_path": "",
+            "custom_checks_dir": None,
+        },
+    )
+
+    with ctx, pytest.raises(Exception) as excinfo:  # noqa: PT011
+        validate_conf(
+            config_file_contents={
+                "manifest_checks": [
+                    {"name": "check_model_has_unique_tst"},
+                    {"name": "check_exposure_based_on_viw"},
+                ]
+            }
+        )
+
+    assert (
+        str(excinfo.value)
+        == """1. Check 'check_model_has_unique_tst' does not match any of the expected checks. Did you mean 'check_model_has_unique_test'?
+2. Check 'check_exposure_based_on_viw' does not match any of the expected checks. Did you mean 'check_exposure_based_on_view'?"""
+    )
+
+
 valid_confs = [
     (
         f,

From 5987fd2bc1486320c4bb6ad4eb5e072ca7c178fe Mon Sep 17 00:00:00 2001
From: pgoslatara <pgoslatara@gmail.com>
Date: Wed, 18 Sep 2024 14:36:27 +0200
Subject: [PATCH 2/2] Restricing pex version

---
 poetry.lock    | 231 ++++++++++++++++++++++++-------------------------
 pyproject.toml |   2 +-
 2 files changed, 116 insertions(+), 117 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 3a0cdbb6..0eab6b42 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -394,13 +394,13 @@ files = [
 
 [[package]]
 name = "dbt-adapters"
-version = "1.6.0"
+version = "1.6.1"
 description = "The set of adapter protocols and base functionality that supports integration with dbt-core"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "dbt_adapters-1.6.0-py3-none-any.whl", hash = "sha256:fdda113eaae4d4e31c42257c4d68e94d1bd3519476b3326c4d859d3f33278cfc"},
-    {file = "dbt_adapters-1.6.0.tar.gz", hash = "sha256:ac3b73b28691d95a9b56b70dae5a0e2e989bf539d601984cfcd3e868462cf037"},
+    {file = "dbt_adapters-1.6.1-py3-none-any.whl", hash = "sha256:6a09da3c6d11ef1b9ec4c44bbd8258294e0e0f9a2e0017adbe7f0234b23aa7ee"},
+    {file = "dbt_adapters-1.6.1.tar.gz", hash = "sha256:6953a4133c2701eb989c3ffe950b0500f328e86283ec0658452ab237ebdb9b35"},
 ]
 
 [package.dependencies]
@@ -673,18 +673,18 @@ testing = ["hatch", "pre-commit", "pytest", "tox"]
 
 [[package]]
 name = "filelock"
-version = "3.16.0"
+version = "3.16.1"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "filelock-3.16.0-py3-none-any.whl", hash = "sha256:f6ed4c963184f4c84dd5557ce8fece759a3724b37b80c6c4f20a2f63a4dc6609"},
-    {file = "filelock-3.16.0.tar.gz", hash = "sha256:81de9eb8453c769b63369f87f11131a7ab04e367f8d97ad39dc230daa07e3bec"},
+    {file = "filelock-3.16.1-py3-none-any.whl", hash = "sha256:2082e5703d51fbf98ea75855d9d5527e33d8ff23099bec374a134febee6946b0"},
+    {file = "filelock-3.16.1.tar.gz", hash = "sha256:c249fbfcd5db47e5e2d6d62198e565475ee65e4831e2561c8e313fa7eb961435"},
 ]
 
 [package.extras]
-docs = ["furo (>=2024.8.6)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.6.1)", "diff-cover (>=9.1.1)", "pytest (>=8.3.2)", "pytest-asyncio (>=0.24)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.26.3)"]
+docs = ["furo (>=2024.8.6)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4.1)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.6.1)", "diff-cover (>=9.2)", "pytest (>=8.3.3)", "pytest-asyncio (>=0.24)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.26.4)"]
 typing = ["typing-extensions (>=4.12.2)"]
 
 [[package]]
@@ -1334,13 +1334,13 @@ dev = ["click", "codecov", "mkdocs-gen-files", "mkdocs-git-authors-plugin", "mkd
 
 [[package]]
 name = "mkdocs-material"
-version = "9.5.34"
+version = "9.5.35"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "mkdocs_material-9.5.34-py3-none-any.whl", hash = "sha256:54caa8be708de2b75167fd4d3b9f3d949579294f49cb242515d4653dbee9227e"},
-    {file = "mkdocs_material-9.5.34.tar.gz", hash = "sha256:1e60ddf716cfb5679dfd65900b8a25d277064ed82d9a53cd5190e3f894df7840"},
+    {file = "mkdocs_material-9.5.35-py3-none-any.whl", hash = "sha256:44e069d87732d29f4a2533ae0748fa0e67e270043270c71f04d0fba11a357b24"},
+    {file = "mkdocs_material-9.5.35.tar.gz", hash = "sha256:0d233d7db067ac896bf22ee7950eebf2b1eaf26c155bb27382bf4174021cc117"},
 ]
 
 [package.dependencies]
@@ -1652,17 +1652,16 @@ files = [
 
 [[package]]
 name = "pex"
-version = "2.19.0"
+version = "2.17.0"
 description = "The PEX packaging toolchain."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,<3.14,>=2.7"
 files = [
-    {file = "pex-2.19.0-py2.py3-none-any.whl", hash = "sha256:382efb4eff077f663df7dda789aaf8fef76f973d2faa6b7eda38f124177933e7"},
-    {file = "pex-2.19.0.tar.gz", hash = "sha256:6ba070061261031da4ad8f1691c09186ee4f11bdd1d35d10e3bf6927bf7abe86"},
+    {file = "pex-2.17.0-py2.py3-none-any.whl", hash = "sha256:aa7358ed52f53232f4d151afbba00b1a21ea08e149d0043dfe823b663574c0f9"},
+    {file = "pex-2.17.0.tar.gz", hash = "sha256:5d2ae868523fa10b78ef994014dcc01b752e4ea7e568a5680be8ccb0b30b257f"},
 ]
 
 [package.extras]
-management = ["psutil (>=5.3)"]
 subprocess = ["subprocess32 (>=3.2.7)"]
 
 [[package]]
@@ -1678,13 +1677,13 @@ files = [
 
 [[package]]
 name = "platformdirs"
-version = "4.3.3"
+version = "4.3.6"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "platformdirs-4.3.3-py3-none-any.whl", hash = "sha256:50a5450e2e84f44539718293cbb1da0a0885c9d14adf21b77bae4e66fc99d9b5"},
-    {file = "platformdirs-4.3.3.tar.gz", hash = "sha256:d4e0b7d8ec176b341fb03cb11ca12d0276faa8c485f9cd218f613840463fc2c0"},
+    {file = "platformdirs-4.3.6-py3-none-any.whl", hash = "sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb"},
+    {file = "platformdirs-4.3.6.tar.gz", hash = "sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907"},
 ]
 
 [package.extras]
@@ -1757,18 +1756,18 @@ files = [
 
 [[package]]
 name = "pydantic"
-version = "2.9.1"
+version = "2.9.2"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pydantic-2.9.1-py3-none-any.whl", hash = "sha256:7aff4db5fdf3cf573d4b3c30926a510a10e19a0774d38fc4967f78beb6deb612"},
-    {file = "pydantic-2.9.1.tar.gz", hash = "sha256:1363c7d975c7036df0db2b4a61f2e062fbc0aa5ab5f2772e0ffc7191a4f4bce2"},
+    {file = "pydantic-2.9.2-py3-none-any.whl", hash = "sha256:f048cec7b26778210e28a0459867920654d48e5e62db0958433636cde4254f12"},
+    {file = "pydantic-2.9.2.tar.gz", hash = "sha256:d155cef71265d1e9807ed1c32b4c8deec042a44a50a4188b25ac67ecd81a9c0f"},
 ]
 
 [package.dependencies]
 annotated-types = ">=0.6.0"
-pydantic-core = "2.23.3"
+pydantic-core = "2.23.4"
 typing-extensions = {version = ">=4.6.1", markers = "python_version < \"3.13\""}
 
 [package.extras]
@@ -1777,100 +1776,100 @@ timezone = ["tzdata"]
 
 [[package]]
 name = "pydantic-core"
-version = "2.23.3"
+version = "2.23.4"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pydantic_core-2.23.3-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:7f10a5d1b9281392f1bf507d16ac720e78285dfd635b05737c3911637601bae6"},
-    {file = "pydantic_core-2.23.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:3c09a7885dd33ee8c65266e5aa7fb7e2f23d49d8043f089989726391dd7350c5"},
-    {file = "pydantic_core-2.23.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6470b5a1ec4d1c2e9afe928c6cb37eb33381cab99292a708b8cb9aa89e62429b"},
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 ]
 
 [package.dependencies]
@@ -2723,13 +2722,13 @@ test = ["coverage", "flake8 (>=3.7)", "mypy", "pretend", "pytest"]
 
 [[package]]
 name = "virtualenv"
-version = "20.26.4"
+version = "20.26.5"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "virtualenv-20.26.4-py3-none-any.whl", hash = "sha256:48f2695d9809277003f30776d155615ffc11328e6a0a8c1f0ec80188d7874a55"},
-    {file = "virtualenv-20.26.4.tar.gz", hash = "sha256:c17f4e0f3e6036e9f26700446f85c76ab11df65ff6d8a9cbfad9f71aabfcf23c"},
+    {file = "virtualenv-20.26.5-py3-none-any.whl", hash = "sha256:4f3ac17b81fba3ce3bd6f4ead2749a72da5929c01774948e243db9ba41df4ff6"},
+    {file = "virtualenv-20.26.5.tar.gz", hash = "sha256:ce489cac131aa58f4b25e321d6d186171f78e6cb13fafbf32a840cee67733ff4"},
 ]
 
 [package.dependencies]
@@ -2824,4 +2823,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8.1,<3.13"
-content-hash = "8f4da010c681ab8923effe1a3a0c0411e5b0035897d2dd255efdd7904ac5da75"
+content-hash = "274363a56caff988e0a0b865dee1028d872811429f0bd33659cadbd6b2f7995d"
diff --git a/pyproject.toml b/pyproject.toml
index 3f79b9c5..d21bb6fe 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -102,7 +102,7 @@ dbt-core = "^1"
 dbt-duckdb = "^1"
 isort = "^5"
 mypy = "^1"
-pex = "^2"
+pex = "<2.18"
 pre-commit = "^3"
 pytest = "<9"
 pytest-cov = "^5"