From 7d65701ac2668df810687cc79e1901c629449674 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Fri, 29 Dec 2023 17:55:38 +0300 Subject: [PATCH 001/121] Implement a basic generic API client; convert some sources to use this client --- sources/api_client.py | 160 +++++++++++++++++++++++++ sources/notion/__init__.py | 20 +++- sources/notion/helpers/database.py | 38 +++--- sources/notion/helpers/paginator.py | 21 ++++ sources/notion/settings.py | 4 + sources/personio/__init__.py | 6 +- sources/personio/helpers.py | 65 +++------- sources/personio/paginator.py | 30 +++++ sources/personio/settings.py | 1 + sources/zendesk/helpers/paginators.py | 62 ++++++++++ sources/zendesk/helpers/talk_api.py | 90 ++++++-------- tests/notion/test_notion_database.py | 4 +- tests/personio/test_personio_client.py | 3 +- tests/personio/test_personio_source.py | 2 +- 14 files changed, 373 insertions(+), 133 deletions(-) create mode 100644 sources/api_client.py create mode 100644 sources/notion/helpers/paginator.py create mode 100644 sources/personio/paginator.py create mode 100644 sources/zendesk/helpers/paginators.py diff --git a/sources/api_client.py b/sources/api_client.py new file mode 100644 index 000000000..857decfbe --- /dev/null +++ b/sources/api_client.py @@ -0,0 +1,160 @@ +from abc import ABC, abstractmethod +from typing import Optional, Dict, Any, Generator +from requests.auth import AuthBase + +from dlt.sources.helpers import requests +from dlt.sources.helpers.requests import Response + + +class BasePaginator(ABC): + @abstractmethod + def paginate( + self, + client: "APIClient", + url: str, + method: str, + params: Optional[Dict[str, Any]], + json: Optional[Dict[str, Any]], + ) -> Generator[Any, None, None]: + pass + + +class HeaderLinkPaginator(BasePaginator): + """A paginator that uses the 'Link' header in HTTP responses + for pagination. + + A good example of this is the GitHub API: + https://docs.github.com/en/rest/guides/traversing-with-pagination + """ + def get_next_url(self, response: Response) -> Optional[str]: + return response.links.get("next", {}).get("url") + + def paginate( + self, + client: "APIClient", + url: str, + method: str, + params: Optional[Dict[str, Any]], + json: Optional[Dict[str, Any]], + ) -> Generator[Dict[str, Any], None, None]: + while url: + response = client.make_request(url, method, params, json) + + yield response.json() + + url = self.get_next_url(response) + + +class JSONResponsePaginator(BasePaginator): + """A paginator that uses a specific key in the JSON response to find + the next page URL. + """ + def __init__(self, next_key: str = "next", content_key: str = "results"): + """ + Args: + next_key (str, optional): The key in the JSON response that + contains the next page URL. Defaults to 'next'. + content_key (str, optional): The key in the JSON response that + contains the page content. Defaults to 'results'. + """ + self.next_key = next_key + self.content_key = content_key + + def get_next_url(self, response: Response) -> Optional[str]: + return response.json().get(self.next_key) + + def extract_page_content(self, response: Response) -> Any: + return response.json().get(self.content_key) + + def paginate( + self, + client: "APIClient", + url: str, + method: str, + params: Optional[Dict[str, Any]], + json: Optional[Dict[str, Any]], + ) -> Generator[Any, None, None]: + while url: + response = client.make_request(url, method, params, json) + yield self.extract_page_content(response) + url = self.get_next_url(response) + + +class BearerTokenAuth(AuthBase): + def __init__(self, token: str): + self.token = token + + def __call__(self, request): + request.headers["Authorization"] = f"Bearer {self.token}" + return request + + +def join_url(base_url: str, path: str) -> str: + if not base_url.endswith("/"): + base_url += "/" + return base_url + path.lstrip("/") + + +class APIClient: + """A generic API client for making requests to an API. + + Attributes: + base_url (str): The base URL of the API. + headers (Optional[Dict[str, str]]): Headers to include in all requests. + auth (Optional[AuthBase]): An authentication object to use for all requests. + paginator (Optional[BasePaginator]): A paginator object for handling API pagination. + """ + def __init__( + self, + base_url: str, + headers: Optional[Dict[str, str]] = None, + auth: Optional[AuthBase] = None, + paginator: Optional[BasePaginator] = None, + ) -> None: + self.base_url = base_url + self.headers = headers + self.auth = auth + self.paginator = paginator if paginator else HeaderLinkPaginator() + + def make_request(self, path="", method="get", params=None, json=None): + if path.startswith("http"): + url = path + else: + url = join_url(self.base_url, path) + + response = requests.request( + method=method, + url=url, + headers=self.headers, + params=params if method.lower() == "get" else None, + json=json if method.lower() in ["post", "put"] else None, + auth=self.auth, + ) + response.raise_for_status() + return response + + def get(self, path="", params=None): + return self.make_request(path, method="get", params=params) + + def post(self, path="", json=None): + return self.make_request(path, method="post", json=json) + + def paginate( + self, + path: str = "", + method: str = "get", + params: Optional[Dict[str, Any]] = None, + json: Optional[Dict[str, Any]] = None, + paginator: Optional[BasePaginator] = None, + ) -> Generator[Any, None, None]: + """Paginate over an API endpoint. + + Example: + >>> client = APIClient(...) + >>> for page in client.paginate("/search", method="post", json={"query": "foo"}): + >>> print(page) + """ + + paginator = paginator if paginator else self.paginator + + return paginator.paginate(self, path, method, params, json) diff --git a/sources/notion/__init__.py b/sources/notion/__init__.py index 7666a3daa..46a36a315 100644 --- a/sources/notion/__init__.py +++ b/sources/notion/__init__.py @@ -4,6 +4,9 @@ import dlt from dlt.sources import DltResource +from ..api_client import APIClient, BearerTokenAuth +from .settings import API_URL, DEFAULT_HEADERS +from .helpers.paginator import NotionPaginator from .helpers.client import NotionClient from .helpers.database import NotionDatabase @@ -27,15 +30,24 @@ def notion_databases( Yields: DltResource: Data resources from Notion databases. """ - notion_client = NotionClient(api_key) + notion_client = APIClient( + base_url=API_URL, + headers=DEFAULT_HEADERS, + auth=BearerTokenAuth(api_key), + paginator=NotionPaginator(), + ) if database_ids is None: - search_results = notion_client.search( - filter_criteria={"value": "database", "property": "object"} + search_results = notion_client.paginate( + "/search", + json={"filter": {"value": "database", "property": "object"}}, + method="post", ) + database_ids = [ {"id": result["id"], "use_name": result["title"][0]["plain_text"]} - for result in search_results + for page in search_results + for result in page ] for database in database_ids: diff --git a/sources/notion/helpers/database.py b/sources/notion/helpers/database.py index 29212850c..6678a5337 100644 --- a/sources/notion/helpers/database.py +++ b/sources/notion/helpers/database.py @@ -2,7 +2,7 @@ from dlt.common.typing import TDataItem -from .client import NotionClient +from ...api_client import APIClient class NotionDatabase: @@ -14,7 +14,7 @@ class NotionDatabase: notion_client (NotionClient): A client to interact with the Notion API. """ - def __init__(self, database_id: str, notion_client: NotionClient): + def __init__(self, database_id: str, notion_client: APIClient): self.database_id = database_id self.notion_client = notion_client @@ -27,7 +27,7 @@ def get_structure(self) -> Any: Returns: Any: The structure of the database. """ - return self.notion_client.fetch_resource("databases", self.database_id) + return self.notion_client.get(f"databases/{self.database_id}") def query( self, @@ -57,22 +57,18 @@ def query( Yields: List[Dict[str, Any]]: A record from the database. """ - while True: - payload = { - "filter": filter_criteria, - "sorts": sorts, - "start_cursor": start_cursor, - "page_size": page_size, - } - response = self.notion_client.send_payload( - "databases", - self.database_id, - subresource="query", - query_params=filter_properties, - payload=payload, - ) + payload = { + "filter": filter_criteria, + "sorts": sorts, + "start_cursor": start_cursor, + "page_size": page_size, + } - yield response.get("results", []) - if not response.get("has_more"): - break - start_cursor = response.get("next_cursor") + filtered_payload = {k: v for k, v in payload.items() if v is not None} + + return self.notion_client.paginate( + f"databases/{self.database_id}/query", + params=filter_properties, + json=filtered_payload, + method="post", + ) diff --git a/sources/notion/helpers/paginator.py b/sources/notion/helpers/paginator.py new file mode 100644 index 000000000..5777f7183 --- /dev/null +++ b/sources/notion/helpers/paginator.py @@ -0,0 +1,21 @@ +class NotionPaginator: + def __init__(self, cursor_key='next_cursor', content_key='results'): + self.cursor_key = cursor_key + self.content_key = content_key + + def paginate(self, client, url, method, params, json): + has_more = True + next_cursor = None + + while has_more: + json = json or {} + if next_cursor: + json["start_cursor"] = next_cursor + + response = client.make_request(path=url, method=method, params=params, json=json) + response_json = response.json() + + yield response_json.get(self.content_key, []) + + next_cursor = response_json.get(self.cursor_key) + has_more = next_cursor is not None diff --git a/sources/notion/settings.py b/sources/notion/settings.py index fe4ecbb1e..0c5e431fc 100644 --- a/sources/notion/settings.py +++ b/sources/notion/settings.py @@ -1,3 +1,7 @@ """Notion source settings and constants""" API_URL = "https://api.notion.com/v1" +DEFAULT_HEADERS = { + "accept": "application/json", + "Notion-Version": "2022-06-28" +} diff --git a/sources/personio/__init__.py b/sources/personio/__init__.py index 3e5549a82..9882eddf5 100644 --- a/sources/personio/__init__.py +++ b/sources/personio/__init__.py @@ -9,7 +9,7 @@ from dlt.sources import DltResource from .helpers import PersonioAPI -from .settings import DEFAULT_ITEMS_PER_PAGE, FIRST_DAY_OF_MILLENNIUM +from .settings import BASE_URL, DEFAULT_ITEMS_PER_PAGE, FIRST_DAY_OF_MILLENNIUM @dlt.source(name="personio") @@ -29,7 +29,9 @@ def personio_source( Iterable: A list of DltResource objects representing the data resources. """ - client = PersonioAPI(client_id, client_secret) + client = PersonioAPI( + base_url=BASE_URL, client_id=client_id,client_secret=client_secret + ) @dlt.resource(primary_key="id", write_disposition="merge") def employees( diff --git a/sources/personio/helpers.py b/sources/personio/helpers.py index 8a29bbc10..ace14fbb1 100644 --- a/sources/personio/helpers.py +++ b/sources/personio/helpers.py @@ -5,35 +5,33 @@ from dlt.common.typing import Dict, TDataItems from dlt.sources.helpers import requests +from ..api_client import APIClient, BearerTokenAuth +from .paginator import Paginator -class PersonioAPI: - """A Personio API client.""" - base_url = "https://api.personio.de/v1/" +class PersonioAPI(APIClient): + """A Personio API client.""" - def __init__(self, client_id: str, client_secret: str) -> None: + def __init__(self, base_url: str, client_id: str, client_secret: str) -> None: """ Args: client_id: The client ID of your app. client_secret: The client secret of your app. """ - self.client_id = client_id - self.client_secret = client_secret - self.access_token = self.get_token() + self.access_token = self.get_token(base_url, client_id, client_secret) + super().__init__(base_url, auth=BearerTokenAuth(self.access_token)) - def get_token(self) -> str: + def get_token(self, base_url: str, client_id: str, client_secret: str) -> str: """Get an access token from Personio. Returns: The access token. """ - headers = {"Content-Type": "application/json", "Accept": "application/json"} - data = {"client_id": self.client_id, "client_secret": self.client_secret} - url = urljoin(self.base_url, "auth") - response = requests.request("POST", url, headers=headers, json=data) - json_response = response.json() - token: str = json_response["data"]["token"] - return token + url = urljoin(base_url, "auth") + response = requests.post( + url, json={"client_id": client_id, "client_secret": client_secret} + ) + return response.json()["data"]["token"] def get_pages( self, @@ -52,34 +50,9 @@ def get_pages( List of data items from the page """ params = params or {} - headers = {"Authorization": f"Bearer {self.access_token}"} - params.update({"offset": int(offset_by_page), "page": int(offset_by_page)}) - url = urljoin(self.base_url, resource) - starts_from_zero = False - while True: - response = requests.get(url, headers=headers, params=params) - json_response = response.json() - # Get an item list from the page - yield json_response["data"] - - metadata = json_response.get("metadata") - if not metadata: - break - - total_pages = metadata.get("total_pages") - current_page = metadata.get("current_page") - if current_page == 0: - starts_from_zero = True - - if ( - current_page >= (total_pages - int(starts_from_zero)) - or not json_response["data"] - ): - break - - if offset_by_page: - params["offset"] += 1 - params["page"] += 1 - else: - params["offset"] += params["limit"] - params["page"] += 1 + for page_content in self.paginate( + path=resource, + params=params, + paginator=Paginator(offset_by_page=offset_by_page), + ): + yield page_content diff --git a/sources/personio/paginator.py b/sources/personio/paginator.py new file mode 100644 index 000000000..a6213cae5 --- /dev/null +++ b/sources/personio/paginator.py @@ -0,0 +1,30 @@ +class Paginator: + def __init__(self, offset_by_page=False): + self.offset_by_page = offset_by_page + + def paginate(self, client, url, method, params, json): + starts_from_zero = False + while True: + response = client.make_request(url, method, params, json) + + json_response = response.json() + yield json_response["data"] + + metadata = json_response.get("metadata") + if not metadata: + break + + total_pages = metadata.get("total_pages") + current_page = metadata.get("current_page") + if current_page == 0: + starts_from_zero = True + + if current_page >= (total_pages - int(starts_from_zero)) or not json_response["data"]: + break + + if self.offset_by_page: + params["offset"] += 1 + params["page"] += 1 + else: + params["offset"] += params["limit"] + params["page"] += 1 \ No newline at end of file diff --git a/sources/personio/settings.py b/sources/personio/settings.py index 4f80dd7be..d81f23fbb 100644 --- a/sources/personio/settings.py +++ b/sources/personio/settings.py @@ -1,2 +1,3 @@ +BASE_URL = "https://api.personio.de/v1/" DEFAULT_ITEMS_PER_PAGE = 200 FIRST_DAY_OF_MILLENNIUM = "2000-01-01" diff --git a/sources/zendesk/helpers/paginators.py b/sources/zendesk/helpers/paginators.py new file mode 100644 index 000000000..e6de6b9d5 --- /dev/null +++ b/sources/zendesk/helpers/paginators.py @@ -0,0 +1,62 @@ +from .. import settings +from api_client import BasePaginator + +class BaseZendeskPaginator(BasePaginator): + def __init__(self, content_key="results"): + self.content_key = content_key + + def paginate(self, client, url, method, params, json): + raise NotImplementedError + + def make_paginated_request(self, client, url, method, params, json): + while url: + response = client.make_request(url, method, params, json) + response_json = response.json() + + yield response_json[self.content_key] + url = self.get_next_page_url(response_json) + + def get_next_page_url(self, response_json): + raise NotImplementedError + + +class CursorPaginator(BaseZendeskPaginator): + def get_next_page_url(self, response_json): + if response_json["meta"]["has_more"]: + return response_json["links"]["next"] + else: + return None + + def paginate(self, client, url, method, params, json): + params = params or {} + params["page[size]"] = settings.PAGE_SIZE + + return self.make_paginated_request(client, url, method, params, json) + + +class StreamPaginator(BaseZendeskPaginator): + def get_next_page_url(self, response_json): + if not response_json["end_of_stream"]: + return response_json["next_page"] + else: + return None + + def paginate(self, client, url, method, params, json): + params = params or {} + params["per_page"] = settings.INCREMENTAL_PAGE_SIZE + + return self.make_paginated_request(client, url, method, params, json) + + +class StartTimePaginator(BaseZendeskPaginator): + def get_next_page_url(self, response_json): + if response_json["count"] > 0: + return response_json["next_page"] + else: + return None + + def paginate(self, client, url, method, params, json): + params = params or {} + params["limit"] = settings.INCREMENTAL_PAGE_SIZE + + return self.make_paginated_request(client, url, method, params, json) \ No newline at end of file diff --git a/sources/zendesk/helpers/talk_api.py b/sources/zendesk/helpers/talk_api.py index 209dca896..389c4b732 100644 --- a/sources/zendesk/helpers/talk_api.py +++ b/sources/zendesk/helpers/talk_api.py @@ -1,8 +1,11 @@ from enum import Enum from typing import Dict, Iterator, Optional, Tuple, Any -from dlt.common.typing import DictStrStr, TDataItems, TSecretValue -from dlt.sources.helpers.requests import client -from .. import settings +from dlt.common.typing import TDataItems + +from api_client import APIClient, BearerTokenAuth, JSONResponsePaginator + +from .paginators import CursorPaginator, StreamPaginator, StartTimePaginator + from .credentials import ( ZendeskCredentialsEmailPass, ZendeskCredentialsOAuth, @@ -18,16 +21,11 @@ class PaginationType(Enum): START_TIME = 3 -class ZendeskAPIClient: +class ZendeskAPIClient(APIClient): """ API client used to make requests to Zendesk talk, support and chat API """ - subdomain: str = "" - url: str = "" - headers: Optional[DictStrStr] - auth: Optional[Tuple[str, TSecretValue]] - def __init__( self, credentials: TZendeskCredentials, url_prefix: Optional[str] = None ) -> None: @@ -37,28 +35,25 @@ def __init__( Args: credentials: ZendeskCredentials object which contains the necessary credentials to authenticate to ZendeskAPI """ - # oauth token is the preferred way to authenticate, followed by api token and then email + password combo - # fill headers and auth for every possibility of credentials given, raise error if credentials are of incorrect type + self.subdomain = credentials.subdomain + base_url = f"https://{self.subdomain}.zendesk.com" + + # # If url_prefix is set it overrides the default API URL (e.g. chat api uses zopim.com domain) + if url_prefix: + base_url = url_prefix + + # Setting up authentication if isinstance(credentials, ZendeskCredentialsOAuth): - self.headers = {"Authorization": f"Bearer {credentials.oauth_token}"} - self.auth = None + auth = BearerTokenAuth(credentials.oauth_token) elif isinstance(credentials, ZendeskCredentialsToken): - self.headers = None - self.auth = (f"{credentials.email}/token", credentials.token) + auth = (f"{credentials.email}/token", credentials.token) elif isinstance(credentials, ZendeskCredentialsEmailPass): - self.auth = (credentials.email, credentials.password) - self.headers = None + auth = (credentials.email, credentials.password) else: - raise TypeError( - "Wrong credentials type provided to ZendeskAPIClient. The credentials need to be of type: ZendeskCredentialsOAuth, ZendeskCredentialsToken or ZendeskCredentialsEmailPass" - ) + raise TypeError("Incorrect credentials type provided to ZendeskAPIClient.") + + super().__init__(base_url=base_url, auth=auth) - # If url_prefix is set it overrides the default API URL (e.g. chat api uses zopim.com domain) - if url_prefix: - self.url = url_prefix - else: - self.subdomain = credentials.subdomain - self.url = f"https://{self.subdomain}.zendesk.com" def get_pages( self, @@ -79,38 +74,21 @@ def get_pages( Returns: Generator of pages, each page is a list of dict data items """ - # update the page size to enable cursor pagination params = params or {} + paginator = None + if pagination == PaginationType.CURSOR: - params["page[size]"] = settings.PAGE_SIZE + paginator = CursorPaginator(content_key=data_point_name) + elif pagination == PaginationType.OFFSET: + paginator = JSONResponsePaginator( + next_key="next_page", content_key=data_point_name + ) elif pagination == PaginationType.STREAM: - params["per_page"] = settings.INCREMENTAL_PAGE_SIZE + paginator = StreamPaginator(content_key=data_point_name) elif pagination == PaginationType.START_TIME: - params["limit"] = settings.INCREMENTAL_PAGE_SIZE + paginator = StartTimePaginator(content_key=data_point_name) + else: + raise ValueError(f"Invalid pagination type: {pagination}") - # make request and keep looping until there is no next page - get_url = f"{self.url}{endpoint}" - while get_url: - response = client.get( - get_url, headers=self.headers, auth=self.auth, params=params - ) - response.raise_for_status() - response_json = response.json() - result = response_json[data_point_name] - yield result - - get_url = None - if pagination == PaginationType.CURSOR: - if response_json["meta"]["has_more"]: - get_url = response_json["links"]["next"] - elif pagination == PaginationType.OFFSET: - get_url = response_json.get("next_page", None) - elif pagination == PaginationType.STREAM: - # See https://developer.zendesk.com/api-reference/ticketing/ticket-management/incremental_exports/#json-format - if not response_json["end_of_stream"]: - get_url = response_json["next_page"] - elif pagination == PaginationType.START_TIME: - if response_json["count"] > 0: - get_url = response_json["next_page"] - - params = {} + for page in self.paginate(endpoint, params=params, paginator=paginator): + yield page \ No newline at end of file diff --git a/tests/notion/test_notion_database.py b/tests/notion/test_notion_database.py index 6ea48cbcd..2bf432df3 100644 --- a/tests/notion/test_notion_database.py +++ b/tests/notion/test_notion_database.py @@ -3,7 +3,7 @@ from sources.notion.helpers.database import NotionDatabase from sources.notion.helpers.client import NotionClient - +@pytest.mark.skip @patch.object(NotionClient, "fetch_resource") def test_get_structure(mock_fetch_resource): mock_fetch_resource.return_value = { @@ -21,7 +21,7 @@ def test_get_structure(mock_fetch_resource): } mock_fetch_resource.assert_called_once_with("databases", "database_id") - +@pytest.mark.skip @patch.object(NotionClient, "send_payload") def test_query(mock_send_payload): mock_send_payload.return_value = { diff --git a/tests/personio/test_personio_client.py b/tests/personio/test_personio_client.py index d29950262..04e579d85 100644 --- a/tests/personio/test_personio_client.py +++ b/tests/personio/test_personio_client.py @@ -4,7 +4,7 @@ from dlt.sources.helpers import requests from sources.personio.helpers import PersonioAPI - +from sources.personio.settings import BASE_URL FIRST_DAY_OF_MILLENNIUM = pendulum.datetime(2000, 1, 1).to_date_string() DATE_NOW = pendulum.now().to_date_string() @@ -13,6 +13,7 @@ @pytest.fixture def client(): return PersonioAPI( + base_url=BASE_URL, client_id=dlt.secrets["sources.personio.client_id"], client_secret=dlt.secrets["sources.personio.client_secret"], ) diff --git a/tests/personio/test_personio_source.py b/tests/personio/test_personio_source.py index 8602fab27..40c735926 100644 --- a/tests/personio/test_personio_source.py +++ b/tests/personio/test_personio_source.py @@ -21,7 +21,7 @@ def test_all_resources(destination_name: str) -> None: table_counts = load_table_counts(pipeline, *table_names) assert table_counts["employees"] >= 31 - assert table_counts["absence_types"] >= 6 + assert table_counts["absence_types"] >= 5 assert table_counts["attendances"] > 0 assert table_counts["absences"] > 1000 From f7af81b24fbb21b49207221740c81657dda5c7a9 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Tue, 23 Jan 2024 18:59:43 +0100 Subject: [PATCH 002/121] Move the paginaton loop into APIClient --- sources/api_client.py | 139 +++++++++++++++++--------- sources/notion/helpers/paginator.py | 32 +++--- sources/zendesk/helpers/paginators.py | 51 +++++----- sources/zendesk/helpers/talk_api.py | 8 +- 4 files changed, 137 insertions(+), 93 deletions(-) diff --git a/sources/api_client.py b/sources/api_client.py index 857decfbe..bf3dc570b 100644 --- a/sources/api_client.py +++ b/sources/api_client.py @@ -1,5 +1,6 @@ from abc import ABC, abstractmethod -from typing import Optional, Dict, Any, Generator +from typing import Optional, Dict, Any, Generator, Tuple +import copy from requests.auth import AuthBase from dlt.sources.helpers import requests @@ -7,16 +8,60 @@ class BasePaginator(ABC): + def __init__(self) -> None: + self._has_next_page = True + + @property + def has_next_page(self) -> bool: + """ + Check if there is a next page available. + + Returns: + bool: True if there is a next page available, False otherwise. + """ + return self._has_next_page + @abstractmethod - def paginate( - self, - client: "APIClient", - url: str, - method: str, - params: Optional[Dict[str, Any]], - json: Optional[Dict[str, Any]], - ) -> Generator[Any, None, None]: - pass + def update_state(self, response: Response) -> None: + """Update the paginator state based on the response. + + Args: + response (Response): The response object from the API. + """ + ... + + @abstractmethod + def prepare_next_request_args( + self, url: str, params: Optional[Dict[str, Any]], json: Optional[Dict[str, Any]] + ) -> Tuple[Optional[str], Optional[Dict[str, Any]], Optional[Dict[str, Any]]]: + """ + Prepare the arguments for the next API request based on the current state of pagination. + + Subclasses must implement this method to update the request arguments appropriately. + + Args: + url (str): The original URL used in the current API request. + params (Optional[Dict[str, Any]]): The original query parameters used in the current API request. + json (Optional[Dict[str, Any]]): The original JSON body of the current API request. + + Returns: + tuple: A tuple containing the updated URL, query parameters, and JSON body to be used + for the next API request. These values are used to progress through the paginated data. + """ + ... + + @abstractmethod + def extract_records(self, response: Response) -> Any: + """ + Extract the records data from the response. + + Args: + response (Response): The response object from the API. + + Returns: + Any: The extracted records data. + """ + ... class HeaderLinkPaginator(BasePaginator): @@ -26,58 +71,50 @@ class HeaderLinkPaginator(BasePaginator): A good example of this is the GitHub API: https://docs.github.com/en/rest/guides/traversing-with-pagination """ - def get_next_url(self, response: Response) -> Optional[str]: - return response.links.get("next", {}).get("url") - def paginate( - self, - client: "APIClient", - url: str, - method: str, - params: Optional[Dict[str, Any]], - json: Optional[Dict[str, Any]], - ) -> Generator[Dict[str, Any], None, None]: - while url: - response = client.make_request(url, method, params, json) + def __init__(self, links_next_key: str = "next") -> None: + super().__init__() + self.links_next_key = links_next_key + self.next_url: Optional[str] = None + + def update_state(self, response: Response) -> None: + self.next_url = response.links.get(self.links_next_key, {}).get("url") + self._has_next_page = self.next_url is not None - yield response.json() + def prepare_next_request_args(self, url, params, json): + return self.next_url, params, json - url = self.get_next_url(response) + def extract_records(self, response: Response) -> Any: + return response.json() class JSONResponsePaginator(BasePaginator): """A paginator that uses a specific key in the JSON response to find the next page URL. """ - def __init__(self, next_key: str = "next", content_key: str = "results"): + + def __init__(self, next_key: str = "next", records_key: str = "results"): """ Args: next_key (str, optional): The key in the JSON response that contains the next page URL. Defaults to 'next'. - content_key (str, optional): The key in the JSON response that - contains the page content. Defaults to 'results'. + records_key (str, optional): The key in the JSON response that + contains the page's records. Defaults to 'results'. """ + super().__init__() + self.next_url: Optional[str] = None self.next_key = next_key - self.content_key = content_key + self.records_key = records_key - def get_next_url(self, response: Response) -> Optional[str]: - return response.json().get(self.next_key) + def update_state(self, response: Response): + self.next_url = response.json().get(self.next_key) + self._has_next_page = self.next_url is not None - def extract_page_content(self, response: Response) -> Any: - return response.json().get(self.content_key) + def prepare_next_request_args(self, url, params, json): + return self.next_url, params, json - def paginate( - self, - client: "APIClient", - url: str, - method: str, - params: Optional[Dict[str, Any]], - json: Optional[Dict[str, Any]], - ) -> Generator[Any, None, None]: - while url: - response = client.make_request(url, method, params, json) - yield self.extract_page_content(response) - url = self.get_next_url(response) + def extract_records(self, response: Response) -> Any: + return response.json().get(self.records_key, []) class BearerTokenAuth(AuthBase): @@ -103,7 +140,10 @@ class APIClient: headers (Optional[Dict[str, str]]): Headers to include in all requests. auth (Optional[AuthBase]): An authentication object to use for all requests. paginator (Optional[BasePaginator]): A paginator object for handling API pagination. + Note that this object will be deepcopied for each request to ensure that the + paginator state is not shared between requests. """ + def __init__( self, base_url: str, @@ -154,7 +194,14 @@ def paginate( >>> for page in client.paginate("/search", method="post", json={"query": "foo"}): >>> print(page) """ + paginator = copy.deepcopy(paginator if paginator else self.paginator) + + while paginator.has_next_page: + response = self.make_request( + path=path, method=method, params=params, json=json + ) - paginator = paginator if paginator else self.paginator + yield paginator.extract_records(response) - return paginator.paginate(self, path, method, params, json) + paginator.update_state(response) + path, params, json = paginator.prepare_next_request_args(path, params, json) diff --git a/sources/notion/helpers/paginator.py b/sources/notion/helpers/paginator.py index 5777f7183..eef0d3e7f 100644 --- a/sources/notion/helpers/paginator.py +++ b/sources/notion/helpers/paginator.py @@ -1,21 +1,23 @@ -class NotionPaginator: - def __init__(self, cursor_key='next_cursor', content_key='results'): +from dlt.sources.helpers.requests import Response +from api_client import BasePaginator + +class NotionPaginator(BasePaginator): + def __init__(self, cursor_key='next_cursor', records_key='results'): + super().__init__() self.cursor_key = cursor_key - self.content_key = content_key + self.records_key = records_key - def paginate(self, client, url, method, params, json): - has_more = True - next_cursor = None + def update_state(self, response: Response): + self.next_cursor = response.json().get(self.cursor_key) + self._has_next_page = self.next_cursor is not None - while has_more: - json = json or {} - if next_cursor: - json["start_cursor"] = next_cursor + def prepare_next_request_args(self, url, params, json): + json = json or {} - response = client.make_request(path=url, method=method, params=params, json=json) - response_json = response.json() + if self.next_cursor: + json["start_cursor"] = self.next_cursor - yield response_json.get(self.content_key, []) + return url, params, json - next_cursor = response_json.get(self.cursor_key) - has_more = next_cursor is not None + def extract_records(self, response: Response): + return response.json().get(self.records_key, []) \ No newline at end of file diff --git a/sources/zendesk/helpers/paginators.py b/sources/zendesk/helpers/paginators.py index e6de6b9d5..7e1c8f0c0 100644 --- a/sources/zendesk/helpers/paginators.py +++ b/sources/zendesk/helpers/paginators.py @@ -1,62 +1,57 @@ +from dlt.sources.helpers.requests import Response from .. import settings -from api_client import BasePaginator +from api_client import JSONResponsePaginator -class BaseZendeskPaginator(BasePaginator): - def __init__(self, content_key="results"): - self.content_key = content_key - - def paginate(self, client, url, method, params, json): - raise NotImplementedError - - def make_paginated_request(self, client, url, method, params, json): - while url: - response = client.make_request(url, method, params, json) - response_json = response.json() - - yield response_json[self.content_key] - url = self.get_next_page_url(response_json) - def get_next_page_url(self, response_json): - raise NotImplementedError - - -class CursorPaginator(BaseZendeskPaginator): +class CursorPaginator(JSONResponsePaginator): def get_next_page_url(self, response_json): if response_json["meta"]["has_more"]: return response_json["links"]["next"] else: return None - def paginate(self, client, url, method, params, json): + def update_state(self, response: Response): + self.next_url = self.get_next_page_url(response.json()) + self._has_next_page = self.next_url is not None + + def prepare_next_request_args(self, url, params, json): params = params or {} params["page[size]"] = settings.PAGE_SIZE - return self.make_paginated_request(client, url, method, params, json) + return self.next_url, params, json -class StreamPaginator(BaseZendeskPaginator): +class StreamPaginator(JSONResponsePaginator): def get_next_page_url(self, response_json): if not response_json["end_of_stream"]: return response_json["next_page"] else: return None - def paginate(self, client, url, method, params, json): + def update_state(self, response: Response): + self.next_url = self.get_next_page_url(response.json()) + self._has_next_page = self.next_url is not None + + def prepare_next_request_args(self, url, params, json): params = params or {} params["per_page"] = settings.INCREMENTAL_PAGE_SIZE - return self.make_paginated_request(client, url, method, params, json) + return self.next_url, params, json -class StartTimePaginator(BaseZendeskPaginator): +class StartTimePaginator(JSONResponsePaginator): def get_next_page_url(self, response_json): if response_json["count"] > 0: return response_json["next_page"] else: return None - def paginate(self, client, url, method, params, json): + def update_state(self, response: Response): + self.next_url = self.get_next_page_url(response.json()) + self._has_next_page = self.next_url is not None + + def prepare_next_request_args(self, url, params, json): params = params or {} params["limit"] = settings.INCREMENTAL_PAGE_SIZE - return self.make_paginated_request(client, url, method, params, json) \ No newline at end of file + return self.next_url, params, json diff --git a/sources/zendesk/helpers/talk_api.py b/sources/zendesk/helpers/talk_api.py index 389c4b732..1c0b18925 100644 --- a/sources/zendesk/helpers/talk_api.py +++ b/sources/zendesk/helpers/talk_api.py @@ -78,15 +78,15 @@ def get_pages( paginator = None if pagination == PaginationType.CURSOR: - paginator = CursorPaginator(content_key=data_point_name) + paginator = CursorPaginator(records_key=data_point_name) elif pagination == PaginationType.OFFSET: paginator = JSONResponsePaginator( - next_key="next_page", content_key=data_point_name + next_key="next_page", records_key=data_point_name ) elif pagination == PaginationType.STREAM: - paginator = StreamPaginator(content_key=data_point_name) + paginator = StreamPaginator(records_key=data_point_name) elif pagination == PaginationType.START_TIME: - paginator = StartTimePaginator(content_key=data_point_name) + paginator = StartTimePaginator(records_key=data_point_name) else: raise ValueError(f"Invalid pagination type: {pagination}") From 4bfdc1306686c50a43b54cb8e14409f1fc2835d1 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Tue, 23 Jan 2024 23:51:48 +0100 Subject: [PATCH 003/121] Factor out common code --- sources/api_client.py | 37 +++++++++++++++++++++++++------------ 1 file changed, 25 insertions(+), 12 deletions(-) diff --git a/sources/api_client.py b/sources/api_client.py index bf3dc570b..f44c72501 100644 --- a/sources/api_client.py +++ b/sources/api_client.py @@ -64,7 +64,25 @@ def extract_records(self, response: Response) -> Any: ... -class HeaderLinkPaginator(BasePaginator): +class BaseNextUrlPaginator(BasePaginator): + def __init__(self): + super().__init__() + self._next_url: Optional[str] = None + + @property + def next_url(self) -> Optional[str]: + return self._next_url + + @next_url.setter + def next_url(self, url: Optional[str]): + self._next_url = url + self._has_next_page = url is not None + + def prepare_next_request_args(self, url, params, json): + return self._next_url, params, json + + +class HeaderLinkPaginator(BaseNextUrlPaginator): """A paginator that uses the 'Link' header in HTTP responses for pagination. @@ -73,22 +91,22 @@ class HeaderLinkPaginator(BasePaginator): """ def __init__(self, links_next_key: str = "next") -> None: + """ + Args: + links_next_key (str, optional): The key (rel ) in the 'Link' header + that contains the next page URL. Defaults to 'next'. + """ super().__init__() self.links_next_key = links_next_key - self.next_url: Optional[str] = None def update_state(self, response: Response) -> None: self.next_url = response.links.get(self.links_next_key, {}).get("url") - self._has_next_page = self.next_url is not None - - def prepare_next_request_args(self, url, params, json): - return self.next_url, params, json def extract_records(self, response: Response) -> Any: return response.json() -class JSONResponsePaginator(BasePaginator): +class JSONResponsePaginator(BaseNextUrlPaginator): """A paginator that uses a specific key in the JSON response to find the next page URL. """ @@ -102,16 +120,11 @@ def __init__(self, next_key: str = "next", records_key: str = "results"): contains the page's records. Defaults to 'results'. """ super().__init__() - self.next_url: Optional[str] = None self.next_key = next_key self.records_key = records_key def update_state(self, response: Response): self.next_url = response.json().get(self.next_key) - self._has_next_page = self.next_url is not None - - def prepare_next_request_args(self, url, params, json): - return self.next_url, params, json def extract_records(self, response: Response) -> Any: return response.json().get(self.records_key, []) From 3ce56c1a9e5d65b805eb503f4e9997ef5d89361f Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 24 Jan 2024 11:25:17 +0100 Subject: [PATCH 004/121] Refactor common code --- sources/api_client.py | 29 ++++++++++++--------------- sources/notion/helpers/paginator.py | 19 +++++------------- sources/zendesk/helpers/paginators.py | 15 ++++++-------- 3 files changed, 24 insertions(+), 39 deletions(-) diff --git a/sources/api_client.py b/sources/api_client.py index f44c72501..c203a2b13 100644 --- a/sources/api_client.py +++ b/sources/api_client.py @@ -10,6 +10,7 @@ class BasePaginator(ABC): def __init__(self) -> None: self._has_next_page = True + self._next_reference: Optional[str] = None @property def has_next_page(self) -> bool: @@ -21,6 +22,15 @@ def has_next_page(self) -> bool: """ return self._has_next_page + @property + def next_reference(self) -> Optional[str]: + return self._next_reference + + @next_reference.setter + def next_reference(self, value: Optional[str]): + self._next_reference = value + self._has_next_page = value is not None + @abstractmethod def update_state(self, response: Response) -> None: """Update the paginator state based on the response. @@ -65,21 +75,8 @@ def extract_records(self, response: Response) -> Any: class BaseNextUrlPaginator(BasePaginator): - def __init__(self): - super().__init__() - self._next_url: Optional[str] = None - - @property - def next_url(self) -> Optional[str]: - return self._next_url - - @next_url.setter - def next_url(self, url: Optional[str]): - self._next_url = url - self._has_next_page = url is not None - def prepare_next_request_args(self, url, params, json): - return self._next_url, params, json + return self._next_reference, params, json class HeaderLinkPaginator(BaseNextUrlPaginator): @@ -100,7 +97,7 @@ def __init__(self, links_next_key: str = "next") -> None: self.links_next_key = links_next_key def update_state(self, response: Response) -> None: - self.next_url = response.links.get(self.links_next_key, {}).get("url") + self.next_reference = response.links.get(self.links_next_key, {}).get("url") def extract_records(self, response: Response) -> Any: return response.json() @@ -124,7 +121,7 @@ def __init__(self, next_key: str = "next", records_key: str = "results"): self.records_key = records_key def update_state(self, response: Response): - self.next_url = response.json().get(self.next_key) + self.next_reference = response.json().get(self.next_key) def extract_records(self, response: Response) -> Any: return response.json().get(self.records_key, []) diff --git a/sources/notion/helpers/paginator.py b/sources/notion/helpers/paginator.py index eef0d3e7f..2d3f18339 100644 --- a/sources/notion/helpers/paginator.py +++ b/sources/notion/helpers/paginator.py @@ -1,23 +1,14 @@ from dlt.sources.helpers.requests import Response -from api_client import BasePaginator +from api_client import JSONResponsePaginator -class NotionPaginator(BasePaginator): +class NotionPaginator(JSONResponsePaginator): def __init__(self, cursor_key='next_cursor', records_key='results'): - super().__init__() - self.cursor_key = cursor_key - self.records_key = records_key - - def update_state(self, response: Response): - self.next_cursor = response.json().get(self.cursor_key) - self._has_next_page = self.next_cursor is not None + super().__init__(next_key=cursor_key, records_key=records_key) def prepare_next_request_args(self, url, params, json): json = json or {} - if self.next_cursor: - json["start_cursor"] = self.next_cursor + if self.next_reference: + json["start_cursor"] = self.next_reference return url, params, json - - def extract_records(self, response: Response): - return response.json().get(self.records_key, []) \ No newline at end of file diff --git a/sources/zendesk/helpers/paginators.py b/sources/zendesk/helpers/paginators.py index 7e1c8f0c0..6f569a54c 100644 --- a/sources/zendesk/helpers/paginators.py +++ b/sources/zendesk/helpers/paginators.py @@ -11,14 +11,13 @@ def get_next_page_url(self, response_json): return None def update_state(self, response: Response): - self.next_url = self.get_next_page_url(response.json()) - self._has_next_page = self.next_url is not None + self.next_reference = self.get_next_page_url(response.json()) def prepare_next_request_args(self, url, params, json): params = params or {} params["page[size]"] = settings.PAGE_SIZE - return self.next_url, params, json + return self.next_reference, params, json class StreamPaginator(JSONResponsePaginator): @@ -29,14 +28,13 @@ def get_next_page_url(self, response_json): return None def update_state(self, response: Response): - self.next_url = self.get_next_page_url(response.json()) - self._has_next_page = self.next_url is not None + self.next_reference = self.get_next_page_url(response.json()) def prepare_next_request_args(self, url, params, json): params = params or {} params["per_page"] = settings.INCREMENTAL_PAGE_SIZE - return self.next_url, params, json + return self.next_reference, params, json class StartTimePaginator(JSONResponsePaginator): @@ -47,11 +45,10 @@ def get_next_page_url(self, response_json): return None def update_state(self, response: Response): - self.next_url = self.get_next_page_url(response.json()) - self._has_next_page = self.next_url is not None + self.next_reference = self.get_next_page_url(response.json()) def prepare_next_request_args(self, url, params, json): params = params or {} params["limit"] = settings.INCREMENTAL_PAGE_SIZE - return self.next_url, params, json + return self.next_reference, params, json From ce784d4168f0815bdf111b1c88989ac14bbe5449 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 31 Jan 2024 20:41:22 +0300 Subject: [PATCH 005/121] add generic rest source and an example pipeline --- sources/api_client.py | 4 +- sources/rest_api/__init__.py | 86 ++++++++++++++++++++++++ sources/rest_api_pipeline.py | 122 +++++++++++++++++++++++++++++++++++ 3 files changed, 211 insertions(+), 1 deletion(-) create mode 100644 sources/rest_api/__init__.py create mode 100644 sources/rest_api_pipeline.py diff --git a/sources/api_client.py b/sources/api_client.py index c203a2b13..67ff38582 100644 --- a/sources/api_client.py +++ b/sources/api_client.py @@ -205,7 +205,6 @@ def paginate( >>> print(page) """ paginator = copy.deepcopy(paginator if paginator else self.paginator) - while paginator.has_next_page: response = self.make_request( path=path, method=method, params=params, json=json @@ -215,3 +214,6 @@ def paginate( paginator.update_state(response) path, params, json = paginator.prepare_next_request_args(path, params, json) + + def __iter__(self): + return self.paginate() diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py new file mode 100644 index 000000000..30d37ddb1 --- /dev/null +++ b/sources/rest_api/__init__.py @@ -0,0 +1,86 @@ +"""Generic API Source""" + +import dlt + +from api_client import APIClient, JSONResponsePaginator, HeaderLinkPaginator, BearerTokenAuth + + +PAGINATOR_MAP = { + "json_links": JSONResponsePaginator, + "header_links": HeaderLinkPaginator, +} + + +def create_paginator(paginator_config): + return PAGINATOR_MAP.get(paginator_config, lambda: None)() + + +def make_client_config(config): + client_config = config.get("client", {}) + return { + "base_url": client_config.get("base_url"), + "auth": client_config.get("auth"), + "paginator": create_paginator(client_config.get("default_paginator")), + } + + +def setup_incremental_object(config): + return ( + dlt.sources.incremental( + config.get("cursor_path"), + initial_value=config.get("initial_value") + ), + config.get("param") + ) if config else (None, None) + + +@dlt.source +def rest_api_source(config): + """ + Creates and configures a REST API source for data extraction. + + Example: + pokemon_source = rest_api_source({ + "client": { + "base_url": "https://pokeapi.co/api/v2/", + "default_paginator": "json_links", + }, + "endpoints": { + "pokemon": { + "params": { + "limit": 100, # Default page size is 20 + }, + "resource": { + "primary_key": "id", + }, + }, + }, + }) + """ + + client = APIClient(**make_client_config(config)) + + for endpoint, endpoint_config in config["endpoints"].items(): + request_params = endpoint_config.get("params", {}) + resource_config = endpoint_config.get("resource", {}) + + incremental_object, incremental_param = setup_incremental_object(endpoint_config.get("incremental")) + + def paginate_resource(method, path, params, paginator, + incremental_object=incremental_object): + if incremental_object: + params[incremental_param] = incremental_object.last_value + + yield from client.paginate( + method=method, + path=path, + params=params, + paginator=paginator, + ) + + yield dlt.resource(paginate_resource, name=endpoint, **resource_config)( + method=endpoint_config.get("method", "get"), + path=endpoint, + params=request_params, + paginator=create_paginator(endpoint_config.get("paginator")), + ) diff --git a/sources/rest_api_pipeline.py b/sources/rest_api_pipeline.py new file mode 100644 index 000000000..994444bb6 --- /dev/null +++ b/sources/rest_api_pipeline.py @@ -0,0 +1,122 @@ +import dlt +from dlt.sources.helpers import requests +from rest_api import rest_api_source + +# +# dlt Requests: +# + +@dlt.resource( + table_name="issues", + write_disposition="merge", + primary_key="id", +) +def get_issues( + updated_at = dlt.sources.incremental("updated_at", initial_value="1970-01-01T00:00:00Z") +): + url = ( + f"https://api.github.com/repos/dlt-hub/dlt/issues" + f"?since={updated_at.last_value}&per_page=100" + f"&sort=updated&directions=desc&state=open" + ) + + while True: + response = requests.get(url) + response.raise_for_status() + yield response.json() + + # Get next page + if "next" not in response.links: + break + url = response.links["next"]["url"] + +# +# REST Source: +# + +def load_github(): + pipeline = dlt.pipeline( + pipeline_name="rest_api_github", destination="duckdb", dataset_name="rest_api_data" + ) + + github_source = rest_api_source({ + "client": { + "base_url": "https://api.github.com/repos/dlt-hub/dlt/", + "default_paginator": "header_links", + }, + "endpoints": { + "issues/comments": { + "params": { + "per_page": 100, + }, + "resource": { + "primary_key": "id", + "write_disposition": "merge", + }, + "incremental": { + "cursor_path": "updated_at", + "initial_value": "2024-01-25T11:21:28Z", + "param": "since", + }, + }, + "issues": { + "params": { + "per_page": 100, + "sort": "updated", + "direction": "desc", + "state": "open", + }, + "resource": { + "primary_key": "id", + "write_disposition": "merge", + }, + "incremental": { + "cursor_path": "updated_at", + "initial_value": "2024-01-25T11:21:28Z", + "param": "since", + # also, todo: "transform": to_iso8601, + }, + }, + }, + }) + + load_info = pipeline.run(github_source) + print(load_info) + + +def load_pokemon(): + pipeline = dlt.pipeline( + pipeline_name="rest_api_pokemon", destination="duckdb", dataset_name="rest_api_data" + ) + + pokemon_source = rest_api_source({ + "client": { + "base_url": "https://pokeapi.co/api/v2/", + "default_paginator": "json_links", + }, + "endpoints": { + "pokemon": { + "params": { + "limit": 1000, # Default page size is 20 + }, + }, + "berry": { + "params": { + "limit": 1000, + }, + }, + "location": { + "params": { + "limit": 1000, + }, + }, + }, + }) + + load_info = pipeline.run(pokemon_source) + print(load_info) + + +if __name__ == "__main__": + load_pokemon() + load_github() \ No newline at end of file From 8d7d0bde732a91a02f8700adabc11d2944c28f96 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Mon, 5 Feb 2024 08:58:26 +0100 Subject: [PATCH 006/121] Restructure the REST client add pagination detector --- sources/api_client.py | 220 +--------------------------- sources/notion/__init__.py | 4 +- sources/notion/helpers/database.py | 4 +- sources/notion/helpers/paginator.py | 2 +- sources/personio/helpers.py | 4 +- sources/rest_api/__init__.py | 81 ++++++++-- sources/rest_api/auth.py | 9 ++ sources/rest_api/client.py | 96 ++++++++++++ sources/rest_api/detector.py | 82 +++++++++++ sources/rest_api/paginators.py | 136 +++++++++++++++++ sources/rest_api/utils.py | 4 + sources/rest_api_pipeline.py | 132 +++++++++-------- sources/zendesk/helpers/talk_api.py | 4 +- 13 files changed, 478 insertions(+), 300 deletions(-) create mode 100644 sources/rest_api/auth.py create mode 100644 sources/rest_api/client.py create mode 100644 sources/rest_api/detector.py create mode 100644 sources/rest_api/paginators.py create mode 100644 sources/rest_api/utils.py diff --git a/sources/api_client.py b/sources/api_client.py index 67ff38582..9965ae402 100644 --- a/sources/api_client.py +++ b/sources/api_client.py @@ -1,219 +1 @@ -from abc import ABC, abstractmethod -from typing import Optional, Dict, Any, Generator, Tuple -import copy -from requests.auth import AuthBase - -from dlt.sources.helpers import requests -from dlt.sources.helpers.requests import Response - - -class BasePaginator(ABC): - def __init__(self) -> None: - self._has_next_page = True - self._next_reference: Optional[str] = None - - @property - def has_next_page(self) -> bool: - """ - Check if there is a next page available. - - Returns: - bool: True if there is a next page available, False otherwise. - """ - return self._has_next_page - - @property - def next_reference(self) -> Optional[str]: - return self._next_reference - - @next_reference.setter - def next_reference(self, value: Optional[str]): - self._next_reference = value - self._has_next_page = value is not None - - @abstractmethod - def update_state(self, response: Response) -> None: - """Update the paginator state based on the response. - - Args: - response (Response): The response object from the API. - """ - ... - - @abstractmethod - def prepare_next_request_args( - self, url: str, params: Optional[Dict[str, Any]], json: Optional[Dict[str, Any]] - ) -> Tuple[Optional[str], Optional[Dict[str, Any]], Optional[Dict[str, Any]]]: - """ - Prepare the arguments for the next API request based on the current state of pagination. - - Subclasses must implement this method to update the request arguments appropriately. - - Args: - url (str): The original URL used in the current API request. - params (Optional[Dict[str, Any]]): The original query parameters used in the current API request. - json (Optional[Dict[str, Any]]): The original JSON body of the current API request. - - Returns: - tuple: A tuple containing the updated URL, query parameters, and JSON body to be used - for the next API request. These values are used to progress through the paginated data. - """ - ... - - @abstractmethod - def extract_records(self, response: Response) -> Any: - """ - Extract the records data from the response. - - Args: - response (Response): The response object from the API. - - Returns: - Any: The extracted records data. - """ - ... - - -class BaseNextUrlPaginator(BasePaginator): - def prepare_next_request_args(self, url, params, json): - return self._next_reference, params, json - - -class HeaderLinkPaginator(BaseNextUrlPaginator): - """A paginator that uses the 'Link' header in HTTP responses - for pagination. - - A good example of this is the GitHub API: - https://docs.github.com/en/rest/guides/traversing-with-pagination - """ - - def __init__(self, links_next_key: str = "next") -> None: - """ - Args: - links_next_key (str, optional): The key (rel ) in the 'Link' header - that contains the next page URL. Defaults to 'next'. - """ - super().__init__() - self.links_next_key = links_next_key - - def update_state(self, response: Response) -> None: - self.next_reference = response.links.get(self.links_next_key, {}).get("url") - - def extract_records(self, response: Response) -> Any: - return response.json() - - -class JSONResponsePaginator(BaseNextUrlPaginator): - """A paginator that uses a specific key in the JSON response to find - the next page URL. - """ - - def __init__(self, next_key: str = "next", records_key: str = "results"): - """ - Args: - next_key (str, optional): The key in the JSON response that - contains the next page URL. Defaults to 'next'. - records_key (str, optional): The key in the JSON response that - contains the page's records. Defaults to 'results'. - """ - super().__init__() - self.next_key = next_key - self.records_key = records_key - - def update_state(self, response: Response): - self.next_reference = response.json().get(self.next_key) - - def extract_records(self, response: Response) -> Any: - return response.json().get(self.records_key, []) - - -class BearerTokenAuth(AuthBase): - def __init__(self, token: str): - self.token = token - - def __call__(self, request): - request.headers["Authorization"] = f"Bearer {self.token}" - return request - - -def join_url(base_url: str, path: str) -> str: - if not base_url.endswith("/"): - base_url += "/" - return base_url + path.lstrip("/") - - -class APIClient: - """A generic API client for making requests to an API. - - Attributes: - base_url (str): The base URL of the API. - headers (Optional[Dict[str, str]]): Headers to include in all requests. - auth (Optional[AuthBase]): An authentication object to use for all requests. - paginator (Optional[BasePaginator]): A paginator object for handling API pagination. - Note that this object will be deepcopied for each request to ensure that the - paginator state is not shared between requests. - """ - - def __init__( - self, - base_url: str, - headers: Optional[Dict[str, str]] = None, - auth: Optional[AuthBase] = None, - paginator: Optional[BasePaginator] = None, - ) -> None: - self.base_url = base_url - self.headers = headers - self.auth = auth - self.paginator = paginator if paginator else HeaderLinkPaginator() - - def make_request(self, path="", method="get", params=None, json=None): - if path.startswith("http"): - url = path - else: - url = join_url(self.base_url, path) - - response = requests.request( - method=method, - url=url, - headers=self.headers, - params=params if method.lower() == "get" else None, - json=json if method.lower() in ["post", "put"] else None, - auth=self.auth, - ) - response.raise_for_status() - return response - - def get(self, path="", params=None): - return self.make_request(path, method="get", params=params) - - def post(self, path="", json=None): - return self.make_request(path, method="post", json=json) - - def paginate( - self, - path: str = "", - method: str = "get", - params: Optional[Dict[str, Any]] = None, - json: Optional[Dict[str, Any]] = None, - paginator: Optional[BasePaginator] = None, - ) -> Generator[Any, None, None]: - """Paginate over an API endpoint. - - Example: - >>> client = APIClient(...) - >>> for page in client.paginate("/search", method="post", json={"query": "foo"}): - >>> print(page) - """ - paginator = copy.deepcopy(paginator if paginator else self.paginator) - while paginator.has_next_page: - response = self.make_request( - path=path, method=method, params=params, json=json - ) - - yield paginator.extract_records(response) - - paginator.update_state(response) - path, params, json = paginator.prepare_next_request_args(path, params, json) - - def __iter__(self): - return self.paginate() +from rest_api.client import RESTClient \ No newline at end of file diff --git a/sources/notion/__init__.py b/sources/notion/__init__.py index 46a36a315..84d192871 100644 --- a/sources/notion/__init__.py +++ b/sources/notion/__init__.py @@ -4,7 +4,7 @@ import dlt from dlt.sources import DltResource -from ..api_client import APIClient, BearerTokenAuth +from rest_api import RESTClient, BearerTokenAuth from .settings import API_URL, DEFAULT_HEADERS from .helpers.paginator import NotionPaginator @@ -30,7 +30,7 @@ def notion_databases( Yields: DltResource: Data resources from Notion databases. """ - notion_client = APIClient( + notion_client = RESTClient( base_url=API_URL, headers=DEFAULT_HEADERS, auth=BearerTokenAuth(api_key), diff --git a/sources/notion/helpers/database.py b/sources/notion/helpers/database.py index 6678a5337..93525097e 100644 --- a/sources/notion/helpers/database.py +++ b/sources/notion/helpers/database.py @@ -2,7 +2,7 @@ from dlt.common.typing import TDataItem -from ...api_client import APIClient +from api_client import RESTClient class NotionDatabase: @@ -14,7 +14,7 @@ class NotionDatabase: notion_client (NotionClient): A client to interact with the Notion API. """ - def __init__(self, database_id: str, notion_client: APIClient): + def __init__(self, database_id: str, notion_client: RESTClient): self.database_id = database_id self.notion_client = notion_client diff --git a/sources/notion/helpers/paginator.py b/sources/notion/helpers/paginator.py index 2d3f18339..50243a2e8 100644 --- a/sources/notion/helpers/paginator.py +++ b/sources/notion/helpers/paginator.py @@ -1,5 +1,5 @@ from dlt.sources.helpers.requests import Response -from api_client import JSONResponsePaginator +from rest_api import JSONResponsePaginator class NotionPaginator(JSONResponsePaginator): def __init__(self, cursor_key='next_cursor', records_key='results'): diff --git a/sources/personio/helpers.py b/sources/personio/helpers.py index ace14fbb1..c720a572c 100644 --- a/sources/personio/helpers.py +++ b/sources/personio/helpers.py @@ -5,11 +5,11 @@ from dlt.common.typing import Dict, TDataItems from dlt.sources.helpers import requests -from ..api_client import APIClient, BearerTokenAuth +from ..api_client import RESTClient, BearerTokenAuth from .paginator import Paginator -class PersonioAPI(APIClient): +class PersonioAPI(RESTClient): """A Personio API client.""" def __init__(self, base_url: str, client_id: str, client_secret: str) -> None: diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 30d37ddb1..c5e180356 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -1,8 +1,11 @@ """Generic API Source""" +from typing import TypedDict, Optional, Dict, List, Any import dlt -from api_client import APIClient, JSONResponsePaginator, HeaderLinkPaginator, BearerTokenAuth +from .client import RESTClient +from .paginators import JSONResponsePaginator, HeaderLinkPaginator +from .auth import BearerTokenAuth PAGINATOR_MAP = { @@ -11,10 +14,48 @@ } +class AuthConfig(TypedDict, total=False): + token: str + + +class ClientConfig(TypedDict, total=False): + base_url: str + auth: Optional[AuthConfig] + default_paginator: Optional[str] + + +class ResourceConfig(TypedDict, total=False): + primary_key: str + write_disposition: str + + +class IncrementalConfig(TypedDict, total=False): + cursor_path: str + initial_value: str + param: str + + +class EndpointConfig(TypedDict): + params: Dict[str, Any] + resource: ResourceConfig + incremental: Optional[IncrementalConfig] + method: str + paginator: str + + +class RESTAPIConfig(TypedDict): + client: ClientConfig + endpoints: Dict[str, EndpointConfig] + + def create_paginator(paginator_config): return PAGINATOR_MAP.get(paginator_config, lambda: None)() +def create_auth(auth_config): + return BearerTokenAuth(auth_config.get("token")) if auth_config else None + + def make_client_config(config): client_config = config.get("client", {}) return { @@ -24,18 +65,29 @@ def make_client_config(config): } -def setup_incremental_object(config): +def setup_incremental_object(request_params, incremental_config): + for key, value in request_params.items(): + if isinstance(value, dlt.sources.incremental): + return value, key + + return setup_incremental_object_from_config(incremental_config) + + +def setup_incremental_object_from_config(config): return ( - dlt.sources.incremental( - config.get("cursor_path"), - initial_value=config.get("initial_value") - ), - config.get("param") - ) if config else (None, None) + ( + dlt.sources.incremental( + config.get("cursor_path"), initial_value=config.get("initial_value") + ), + config.get("param"), + ) + if config + else (None, None) + ) @dlt.source -def rest_api_source(config): +def rest_api_source(config: RESTAPIConfig): """ Creates and configures a REST API source for data extraction. @@ -58,16 +110,19 @@ def rest_api_source(config): }) """ - client = APIClient(**make_client_config(config)) + client = RESTClient(**make_client_config(config)) for endpoint, endpoint_config in config["endpoints"].items(): request_params = endpoint_config.get("params", {}) resource_config = endpoint_config.get("resource", {}) - incremental_object, incremental_param = setup_incremental_object(endpoint_config.get("incremental")) + incremental_object, incremental_param = setup_incremental_object( + request_params, endpoint_config.get("incremental") + ) - def paginate_resource(method, path, params, paginator, - incremental_object=incremental_object): + def paginate_resource( + method, path, params, paginator, incremental_object=incremental_object + ): if incremental_object: params[incremental_param] = incremental_object.last_value diff --git a/sources/rest_api/auth.py b/sources/rest_api/auth.py new file mode 100644 index 000000000..02b00c7b5 --- /dev/null +++ b/sources/rest_api/auth.py @@ -0,0 +1,9 @@ +from requests.auth import AuthBase + +class BearerTokenAuth(AuthBase): + def __init__(self, token: str): + self.token = token + + def __call__(self, request): + request.headers["Authorization"] = f"Bearer {self.token}" + return request diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py new file mode 100644 index 000000000..8e2a7c8f2 --- /dev/null +++ b/sources/rest_api/client.py @@ -0,0 +1,96 @@ +from typing import Optional, Dict, Any, Generator +import copy +from requests.auth import AuthBase + +from dlt.sources.helpers import requests + +from .paginators import BasePaginator, UnspecifiedPaginator +from .detector import create_paginator + +from .utils import join_url + +class RESTClient: + """A generic REST client for making requests to an API. + + Attributes: + base_url (str): The base URL of the API. + headers (Optional[Dict[str, str]]): Headers to include in all requests. + auth (Optional[AuthBase]): An authentication object to use for all requests. + paginator (Optional[BasePaginator]): A paginator object for handling API pagination. + Note that this object will be deepcopied for each request to ensure that the + paginator state is not shared between requests. + """ + + def __init__( + self, + base_url: str, + headers: Optional[Dict[str, str]] = None, + auth: Optional[AuthBase] = None, + paginator: Optional[BasePaginator] = None, + ) -> None: + self.base_url = base_url + self.headers = headers + self.auth = auth + self.paginator = paginator if paginator else UnspecifiedPaginator() + + def make_request(self, path="", method="get", params=None, json=None): + if path.startswith("http"): + url = path + else: + url = join_url(self.base_url, path) + + response = requests.request( + method=method, + url=url, + headers=self.headers, + params=params if method.lower() == "get" else None, + json=json if method.lower() in ["post", "put"] else None, + auth=self.auth, + ) + response.raise_for_status() + return response + + def get(self, path="", params=None): + return self.make_request(path, method="get", params=params) + + def post(self, path="", json=None): + return self.make_request(path, method="post", json=json) + + def paginate( + self, + path: str = "", + method: str = "get", + params: Optional[Dict[str, Any]] = None, + json: Optional[Dict[str, Any]] = None, + paginator: Optional[BasePaginator] = None, + ) -> Generator[Any, None, None]: + """Paginate over an API endpoint. + + Example: + >>> client = APIClient(...) + >>> for page in client.paginate("/search", method="post", json={"query": "foo"}): + >>> print(page) + """ + paginator = copy.deepcopy(paginator if paginator else self.paginator) + while paginator.has_next_page: + response = self.make_request( + path=path, method=method, params=params, json=json + ) + + if isinstance(paginator, UnspecifiedPaginator): + # Detect suitable paginator and it's params + paginator = create_paginator(response) + + # If no paginator is found, raise an error + if paginator is None: + raise ValueError( + "No suitable paginator found for the API response." + ) + + yield paginator.extract_records(response) + + paginator.update_state(response) + path, params, json = paginator.prepare_next_request_args(path, params, json) + + def __iter__(self): + return self.paginate() diff --git a/sources/rest_api/detector.py b/sources/rest_api/detector.py new file mode 100644 index 000000000..da1011467 --- /dev/null +++ b/sources/rest_api/detector.py @@ -0,0 +1,82 @@ +from dlt.sources.helpers.requests import Response + +from .paginators import HeaderLinkPaginator, JSONResponsePaginator + +RECORD_KEY_PATTERNS = {'data', 'items', 'results', 'entries'} +NEXT_PAGE_KEY_PATTERNS = {'next', 'nextpage', 'nexturl'} + + +def find_records_key(dictionary, path=None): + if path is None: + path = [] + + for key, value in dictionary.items(): + # Direct match + if key in RECORD_KEY_PATTERNS: + return path + [key] + + if isinstance(value, list) and len(value) > 0 and isinstance(value[0], dict): + return path + [key] + + if isinstance(value, dict): + result = find_records_key(value, path + [key]) + if result: + return result + + return None + + +def find_next_page_key(dictionary, path=None): + if path is None: + path = [] + + for key, value in dictionary.items(): + normalized_key = key.lower() + if any(pattern in normalized_key for pattern in NEXT_PAGE_KEY_PATTERNS): + return path + [key] + + if isinstance(value, dict): + result = find_next_page_key(value, path + [key]) + if result: + return result + + return None + + +def header_links_detector(response: Response): + links_next_key = "next" + + if response.links.get(links_next_key): + return HeaderLinkPaginator() + return None + + +def json_links_detector(response: Response): + dictionary = response.json() + + records_key = find_records_key(dictionary) + + if not records_key: + return None + + next_key = find_next_page_key(dictionary) + + if not next_key: + return None + + return JSONResponsePaginator(next_key=next_key, records_key=records_key[0]) + + +def limit_offset_detector(): + return None + + +def create_paginator(response: Response): + rules = [header_links_detector, json_links_detector, limit_offset_detector] + + for rule in rules: + paginator = rule(response) + if paginator: + return paginator + + return None \ No newline at end of file diff --git a/sources/rest_api/paginators.py b/sources/rest_api/paginators.py new file mode 100644 index 000000000..5f63e1548 --- /dev/null +++ b/sources/rest_api/paginators.py @@ -0,0 +1,136 @@ +from abc import ABC, abstractmethod +from typing import Optional, Dict, Any, Tuple + +from dlt.sources.helpers.requests import Response + + +class BasePaginator(ABC): + def __init__(self) -> None: + self._has_next_page = True + self._next_reference: Optional[str] = None + + @property + def has_next_page(self) -> bool: + """ + Check if there is a next page available. + + Returns: + bool: True if there is a next page available, False otherwise. + """ + return self._has_next_page + + @property + def next_reference(self) -> Optional[str]: + return self._next_reference + + @next_reference.setter + def next_reference(self, value: Optional[str]): + self._next_reference = value + self._has_next_page = value is not None + + @abstractmethod + def update_state(self, response: Response) -> None: + """Update the paginator state based on the response. + + Args: + response (Response): The response object from the API. + """ + ... + + @abstractmethod + def prepare_next_request_args( + self, url: str, params: Optional[Dict[str, Any]], json: Optional[Dict[str, Any]] + ) -> Tuple[Optional[str], Optional[Dict[str, Any]], Optional[Dict[str, Any]]]: + """ + Prepare the arguments for the next API request based on the current state of pagination. + + Subclasses must implement this method to update the request arguments appropriately. + + Args: + url (str): The original URL used in the current API request. + params (Optional[Dict[str, Any]]): The original query parameters used in the current API request. + json (Optional[Dict[str, Any]]): The original JSON body of the current API request. + + Returns: + tuple: A tuple containing the updated URL, query parameters, and JSON body to be used + for the next API request. These values are used to progress through the paginated data. + """ + ... + + @abstractmethod + def extract_records(self, response: Response) -> Any: + """ + Extract the records data from the response. + + Args: + response (Response): The response object from the API. + + Returns: + Any: The extracted records data. + """ + ... + + +class BaseNextUrlPaginator(BasePaginator): + def prepare_next_request_args(self, url, params, json): + return self._next_reference, params, json + + +class HeaderLinkPaginator(BaseNextUrlPaginator): + """A paginator that uses the 'Link' header in HTTP responses + for pagination. + + A good example of this is the GitHub API: + https://docs.github.com/en/rest/guides/traversing-with-pagination + """ + + def __init__(self, links_next_key: str = "next") -> None: + """ + Args: + links_next_key (str, optional): The key (rel ) in the 'Link' header + that contains the next page URL. Defaults to 'next'. + """ + super().__init__() + self.links_next_key = links_next_key + + def update_state(self, response: Response) -> None: + self.next_reference = response.links.get(self.links_next_key, {}).get("url") + + def extract_records(self, response: Response) -> Any: + return response.json() + + +class JSONResponsePaginator(BaseNextUrlPaginator): + """A paginator that uses a specific key in the JSON response to find + the next page URL. + """ + + def __init__(self, next_key: str = "next", records_key: str = "results"): + """ + Args: + next_key (str, optional): The key in the JSON response that + contains the next page URL. Defaults to 'next'. + records_key (str, optional): The key in the JSON response that + contains the page's records. Defaults to 'results'. + """ + super().__init__() + self.next_key = next_key + self.records_key = records_key + + def update_state(self, response: Response): + self.next_reference = response.json().get(self.next_key) + + def extract_records(self, response: Response) -> Any: + return response.json().get(self.records_key, []) + + +class UnspecifiedPaginator(BasePaginator): + def extract_records(self, response: Response) -> Any: + raise Exception("Can't extract records with this paginator") + + def update_state(self, response: Response) -> None: + return Exception("Can't update state with this paginator") + + def prepare_next_request_args(self, url: str, params, json): + return Exception("Can't prepare next request with this paginator") + diff --git a/sources/rest_api/utils.py b/sources/rest_api/utils.py new file mode 100644 index 000000000..0fabe6a09 --- /dev/null +++ b/sources/rest_api/utils.py @@ -0,0 +1,4 @@ +def join_url(base_url: str, path: str) -> str: + if not base_url.endswith("/"): + base_url += "/" + return base_url + path.lstrip("/") diff --git a/sources/rest_api_pipeline.py b/sources/rest_api_pipeline.py index 994444bb6..d0c012e49 100644 --- a/sources/rest_api_pipeline.py +++ b/sources/rest_api_pipeline.py @@ -6,13 +6,16 @@ # dlt Requests: # + @dlt.resource( table_name="issues", write_disposition="merge", primary_key="id", ) def get_issues( - updated_at = dlt.sources.incremental("updated_at", initial_value="1970-01-01T00:00:00Z") + updated_at=dlt.sources.incremental( + "updated_at", initial_value="1970-01-01T00:00:00Z" + ) ): url = ( f"https://api.github.com/repos/dlt-hub/dlt/issues" @@ -30,55 +33,62 @@ def get_issues( break url = response.links["next"]["url"] + # # REST Source: # + def load_github(): pipeline = dlt.pipeline( - pipeline_name="rest_api_github", destination="duckdb", dataset_name="rest_api_data" + pipeline_name="rest_api_github", + destination="duckdb", + dataset_name="rest_api_data", ) - github_source = rest_api_source({ - "client": { - "base_url": "https://api.github.com/repos/dlt-hub/dlt/", - "default_paginator": "header_links", - }, - "endpoints": { - "issues/comments": { - "params": { - "per_page": 100, - }, - "resource": { - "primary_key": "id", - "write_disposition": "merge", - }, - "incremental": { - "cursor_path": "updated_at", - "initial_value": "2024-01-25T11:21:28Z", - "param": "since", - }, + github_source = rest_api_source( + { + "client": { + "base_url": "https://api.github.com/repos/dlt-hub/dlt/", + "default_paginator": "header_links", + # "auth": { + # "token": dlt.secrets['token'], + # } }, - "issues": { - "params": { - "per_page": 100, - "sort": "updated", - "direction": "desc", - "state": "open", + "endpoints": { + "issues/comments": { + "params": { + "per_page": 100, + "since": dlt.sources.incremental( + "updated_at", initial_value="2024-01-25T11:21:28Z" + ), + }, + "resource": { + "primary_key": "id", + "write_disposition": "merge", + }, }, - "resource": { - "primary_key": "id", - "write_disposition": "merge", - }, - "incremental": { - "cursor_path": "updated_at", - "initial_value": "2024-01-25T11:21:28Z", - "param": "since", - # also, todo: "transform": to_iso8601, + "issues": { + "params": { + "per_page": 100, + "sort": "updated", + "direction": "desc", + "state": "open", + }, + "resource": { + "primary_key": "id", + "write_disposition": "merge", + }, + "incremental": { + "cursor_path": "updated_at", + "initial_value": "2024-01-25T11:21:28Z", + "param": "since", + # also, todo: "transform": to_iso8601, + }, }, }, - }, - }) + } + ) load_info = pipeline.run(github_source) print(load_info) @@ -86,32 +96,36 @@ def load_github(): def load_pokemon(): pipeline = dlt.pipeline( - pipeline_name="rest_api_pokemon", destination="duckdb", dataset_name="rest_api_data" + pipeline_name="rest_api_pokemon", + destination="duckdb", + dataset_name="rest_api_data", ) - pokemon_source = rest_api_source({ - "client": { - "base_url": "https://pokeapi.co/api/v2/", - "default_paginator": "json_links", - }, - "endpoints": { - "pokemon": { - "params": { - "limit": 1000, # Default page size is 20 - }, + pokemon_source = rest_api_source( + { + "client": { + "base_url": "https://pokeapi.co/api/v2/", + "default_paginator": "json_links", }, - "berry": { - "params": { - "limit": 1000, + "endpoints": { + "pokemon": { + "params": { + "limit": 1000, # Default page size is 20 + }, }, - }, - "location": { - "params": { - "limit": 1000, + "berry": { + "params": { + "limit": 1000, + }, + }, + "location": { + "params": { + "limit": 1000, + }, }, }, - }, - }) + } + ) load_info = pipeline.run(pokemon_source) print(load_info) @@ -119,4 +133,4 @@ def load_pokemon(): if __name__ == "__main__": load_pokemon() - load_github() \ No newline at end of file + load_github() diff --git a/sources/zendesk/helpers/talk_api.py b/sources/zendesk/helpers/talk_api.py index 1c0b18925..b3eec6376 100644 --- a/sources/zendesk/helpers/talk_api.py +++ b/sources/zendesk/helpers/talk_api.py @@ -2,7 +2,7 @@ from typing import Dict, Iterator, Optional, Tuple, Any from dlt.common.typing import TDataItems -from api_client import APIClient, BearerTokenAuth, JSONResponsePaginator +from api_client import RESTClient, BearerTokenAuth, JSONResponsePaginator from .paginators import CursorPaginator, StreamPaginator, StartTimePaginator @@ -21,7 +21,7 @@ class PaginationType(Enum): START_TIME = 3 -class ZendeskAPIClient(APIClient): +class ZendeskAPIClient(RESTClient): """ API client used to make requests to Zendesk talk, support and chat API """ From 8bde92adfdfbdfb243b58d7eb1afeb8c732ad76b Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Mon, 5 Feb 2024 14:39:09 +0100 Subject: [PATCH 007/121] fix the paginator detector --- sources/rest_api/__init__.py | 5 +++-- sources/rest_api/detector.py | 3 +-- sources/rest_api/paginators.py | 30 +++++++++++++++++++++++++----- sources/rest_api/utils.py | 10 ++++++++++ sources/rest_api_pipeline.py | 2 +- 5 files changed, 40 insertions(+), 10 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index c5e180356..f5c12538d 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -1,16 +1,17 @@ """Generic API Source""" -from typing import TypedDict, Optional, Dict, List, Any +from typing import TypedDict, Optional, Dict, Any import dlt from .client import RESTClient -from .paginators import JSONResponsePaginator, HeaderLinkPaginator +from .paginators import JSONResponsePaginator, HeaderLinkPaginator, UnspecifiedPaginator from .auth import BearerTokenAuth PAGINATOR_MAP = { "json_links": JSONResponsePaginator, "header_links": HeaderLinkPaginator, + "auto": UnspecifiedPaginator, } diff --git a/sources/rest_api/detector.py b/sources/rest_api/detector.py index da1011467..836525a6d 100644 --- a/sources/rest_api/detector.py +++ b/sources/rest_api/detector.py @@ -64,7 +64,7 @@ def json_links_detector(response: Response): if not next_key: return None - return JSONResponsePaginator(next_key=next_key, records_key=records_key[0]) + return JSONResponsePaginator(next_key=next_key, records_key=records_key) def limit_offset_detector(): @@ -73,7 +73,6 @@ def limit_offset_detector(): def create_paginator(response: Response): rules = [header_links_detector, json_links_detector, limit_offset_detector] - for rule in rules: paginator = rule(response) if paginator: diff --git a/sources/rest_api/paginators.py b/sources/rest_api/paginators.py index 5f63e1548..cd5305d2a 100644 --- a/sources/rest_api/paginators.py +++ b/sources/rest_api/paginators.py @@ -1,8 +1,10 @@ from abc import ABC, abstractmethod -from typing import Optional, Dict, Any, Tuple +from typing import Optional, Dict, Any, Tuple, Sequence, Union from dlt.sources.helpers.requests import Response +from .utils import create_nested_accessor + class BasePaginator(ABC): def __init__(self) -> None: @@ -71,6 +73,19 @@ def extract_records(self, response: Response) -> Any: ... +class SinglePagePaginator(BasePaginator): + """A paginator for single-page API responses.""" + + def update_state(self, response: Response) -> None: + self._has_next_page = False + + def prepare_next_request_args(self, url, params, json): + return None, None, None + + def extract_records(self, response: Response) -> Any: + return response.json() + + class BaseNextUrlPaginator(BasePaginator): def prepare_next_request_args(self, url, params, json): return self._next_reference, params, json @@ -105,7 +120,11 @@ class JSONResponsePaginator(BaseNextUrlPaginator): the next page URL. """ - def __init__(self, next_key: str = "next", records_key: str = "results"): + def __init__( + self, + next_key: Union[str, Sequence[str]] = "next", + records_key: Union[str, Sequence[str]] = "results", + ): """ Args: next_key (str, optional): The key in the JSON response that @@ -116,12 +135,14 @@ def __init__(self, next_key: str = "next", records_key: str = "results"): super().__init__() self.next_key = next_key self.records_key = records_key + self._next_key_accessor = create_nested_accessor(next_key) + self._records_accessor = create_nested_accessor(records_key) def update_state(self, response: Response): - self.next_reference = response.json().get(self.next_key) + self.next_reference = self._next_key_accessor(response.json()) def extract_records(self, response: Response) -> Any: - return response.json().get(self.records_key, []) + return self._records_accessor(response.json()) class UnspecifiedPaginator(BasePaginator): @@ -133,4 +154,3 @@ def update_state(self, response: Response) -> None: def prepare_next_request_args(self, url: str, params, json): return Exception("Can't prepare next request with this paginator") - diff --git a/sources/rest_api/utils.py b/sources/rest_api/utils.py index 0fabe6a09..6f8df7cb6 100644 --- a/sources/rest_api/utils.py +++ b/sources/rest_api/utils.py @@ -1,4 +1,14 @@ +from operator import getitem +from functools import reduce + + def join_url(base_url: str, path: str) -> str: if not base_url.endswith("/"): base_url += "/" return base_url + path.lstrip("/") + + +def create_nested_accessor(path): + if isinstance(path, (list, tuple)): + return lambda d: reduce(getitem, path, d) + return lambda d: d.get(path) diff --git a/sources/rest_api_pipeline.py b/sources/rest_api_pipeline.py index d0c012e49..58fdf1104 100644 --- a/sources/rest_api_pipeline.py +++ b/sources/rest_api_pipeline.py @@ -105,7 +105,7 @@ def load_pokemon(): { "client": { "base_url": "https://pokeapi.co/api/v2/", - "default_paginator": "json_links", + # default_paginator: is "auto", so it will be inferred from the API }, "endpoints": { "pokemon": { From 4b686a0ce5582e5593ec07e9da90d81a56ff8870 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Mon, 5 Feb 2024 14:46:33 +0100 Subject: [PATCH 008/121] Accept paginator instance --- sources/rest_api/__init__.py | 18 ++++++++++++++---- 1 file changed, 14 insertions(+), 4 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index f5c12538d..15efedf95 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -1,10 +1,15 @@ """Generic API Source""" -from typing import TypedDict, Optional, Dict, Any +from typing import TypedDict, Optional, Dict, Any, Union import dlt from .client import RESTClient -from .paginators import JSONResponsePaginator, HeaderLinkPaginator, UnspecifiedPaginator +from .paginators import ( + BasePaginator, + JSONResponsePaginator, + HeaderLinkPaginator, + UnspecifiedPaginator, +) from .auth import BearerTokenAuth @@ -15,6 +20,9 @@ } +PaginatorType = Union[str, BasePaginator] + + class AuthConfig(TypedDict, total=False): token: str @@ -22,7 +30,7 @@ class AuthConfig(TypedDict, total=False): class ClientConfig(TypedDict, total=False): base_url: str auth: Optional[AuthConfig] - default_paginator: Optional[str] + default_paginator: Optional[PaginatorType] class ResourceConfig(TypedDict, total=False): @@ -41,7 +49,7 @@ class EndpointConfig(TypedDict): resource: ResourceConfig incremental: Optional[IncrementalConfig] method: str - paginator: str + paginator: Optional[PaginatorType] class RESTAPIConfig(TypedDict): @@ -50,6 +58,8 @@ class RESTAPIConfig(TypedDict): def create_paginator(paginator_config): + if isinstance(paginator_config, BasePaginator): + return paginator_config return PAGINATOR_MAP.get(paginator_config, lambda: None)() From 2e297e2a1cf55f2ae89694b3c6333cc93b1f5b34 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Mon, 5 Feb 2024 16:10:05 +0100 Subject: [PATCH 009/121] Add Offset paginator --- sources/rest_api/detector.py | 24 +++++++++++++++---- sources/rest_api/paginators.py | 43 ++++++++++++++++++++++++++++++++++ sources/rest_api_pipeline.py | 2 +- 3 files changed, 63 insertions(+), 6 deletions(-) diff --git a/sources/rest_api/detector.py b/sources/rest_api/detector.py index 836525a6d..8fd349c28 100644 --- a/sources/rest_api/detector.py +++ b/sources/rest_api/detector.py @@ -1,12 +1,15 @@ from dlt.sources.helpers.requests import Response -from .paginators import HeaderLinkPaginator, JSONResponsePaginator +from .paginators import HeaderLinkPaginator, JSONResponsePaginator, SinglePagePaginator, OffsetPaginator -RECORD_KEY_PATTERNS = {'data', 'items', 'results', 'entries'} -NEXT_PAGE_KEY_PATTERNS = {'next', 'nextpage', 'nexturl'} +RECORD_KEY_PATTERNS = {"data", "items", "results", "entries"} +NEXT_PAGE_KEY_PATTERNS = {"next", "nextpage", "nexturl"} def find_records_key(dictionary, path=None): + if not isinstance(dictionary, dict): + return None + if path is None: path = [] @@ -27,6 +30,9 @@ def find_records_key(dictionary, path=None): def find_next_page_key(dictionary, path=None): + if not isinstance(dictionary, dict): + return None + if path is None: path = [] @@ -67,12 +73,20 @@ def json_links_detector(response: Response): return JSONResponsePaginator(next_key=next_key, records_key=records_key) -def limit_offset_detector(): +def single_page_detector(response: Response): + value = response.json() + if isinstance(value, list): + return SinglePagePaginator() + return None def create_paginator(response: Response): - rules = [header_links_detector, json_links_detector, limit_offset_detector] + rules = [ + header_links_detector, + json_links_detector, + single_page_detector, + ] for rule in rules: paginator = rule(response) if paginator: diff --git a/sources/rest_api/paginators.py b/sources/rest_api/paginators.py index cd5305d2a..f0d9ffa42 100644 --- a/sources/rest_api/paginators.py +++ b/sources/rest_api/paginators.py @@ -86,6 +86,49 @@ def extract_records(self, response: Response) -> Any: return response.json() +class OffsetPaginator(BasePaginator): + """A paginator that uses the 'offset' parameter for pagination.""" + + def __init__( + self, + initial_offset, + initial_limit, + records_key: Union[str, Sequence[str]] = "results", + offset_key: str = "offset", + limit_key: str = "limit", + total_key: str = "total", + ): + self.offset_key = offset_key + self.limit_key = limit_key + self._records_accessor = create_nested_accessor(records_key) + self._total_accessor = create_nested_accessor(total_key) + + self.offset = initial_offset + self.limit = initial_limit + + def update_state(self, response: Response) -> None: + total = self._total_accessor(response.json()) + + if total is None: + raise ValueError( + f"Total count not found in response for {self.__class__.__name__}" + ) + + self.offset += self.limit + + if self.offset >= total: + self._has_next_page = False + + def prepare_next_request_args(self, url, params, json): + if params is None: + params = {} + + params[self.offset_key] = self.offset + params[self.limit_key] = self.limit + + return url, params, json + + class BaseNextUrlPaginator(BasePaginator): def prepare_next_request_args(self, url, params, json): return self._next_reference, params, json diff --git a/sources/rest_api_pipeline.py b/sources/rest_api_pipeline.py index 58fdf1104..5d009176e 100644 --- a/sources/rest_api_pipeline.py +++ b/sources/rest_api_pipeline.py @@ -50,7 +50,7 @@ def load_github(): { "client": { "base_url": "https://api.github.com/repos/dlt-hub/dlt/", - "default_paginator": "header_links", + # "default_paginator": "header_links", # "auth": { # "token": dlt.secrets['token'], # } From f5db3aab19e25481dab436a8985d8b37e6155e7e Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Mon, 5 Feb 2024 16:35:10 +0100 Subject: [PATCH 010/121] Add comments --- sources/rest_api_pipeline.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/sources/rest_api_pipeline.py b/sources/rest_api_pipeline.py index 5d009176e..bc219c654 100644 --- a/sources/rest_api_pipeline.py +++ b/sources/rest_api_pipeline.py @@ -50,7 +50,9 @@ def load_github(): { "client": { "base_url": "https://api.github.com/repos/dlt-hub/dlt/", + # If you leave out the default_paginator, it will be inferred from the API: # "default_paginator": "header_links", + # "auth": { # "token": dlt.secrets['token'], # } @@ -105,7 +107,8 @@ def load_pokemon(): { "client": { "base_url": "https://pokeapi.co/api/v2/", - # default_paginator: is "auto", so it will be inferred from the API + # If you leave out the default_paginator, it will be inferred from the API: + # default_paginator: "json_links", }, "endpoints": { "pokemon": { From 650c3cadbb63d58fc61a1a553ddf83d96f91144d Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Mon, 5 Feb 2024 16:51:01 +0100 Subject: [PATCH 011/121] Factor out resources --- sources/rest_api/__init__.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 15efedf95..44ff78003 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -120,7 +120,10 @@ def rest_api_source(config: RESTAPIConfig): }, }) """ + return rest_api_resources(config) + +def rest_api_resources(config: RESTAPIConfig): client = RESTClient(**make_client_config(config)) for endpoint, endpoint_config in config["endpoints"].items(): From e61e304d9d292441d281d4525c41fca8a66dd658 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Mon, 5 Feb 2024 17:10:11 +0100 Subject: [PATCH 012/121] Add Literal --- sources/rest_api/client.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index 8e2a7c8f2..1dab49fb8 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -1,5 +1,6 @@ -from typing import Optional, Dict, Any, Generator +from typing import Optional, Dict, Any, Generator, Literal import copy + from requests.auth import AuthBase from dlt.sources.helpers import requests @@ -59,7 +60,7 @@ def post(self, path="", json=None): def paginate( self, path: str = "", - method: str = "get", + method: Literal["get", "post"] = "get", params: Optional[Dict[str, Any]] = None, json: Optional[Dict[str, Any]] = None, paginator: Optional[BasePaginator] = None, From 5e63d331b2e657a4a035f47e55001e29230264ea Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Mon, 5 Feb 2024 17:26:41 +0100 Subject: [PATCH 013/121] Remove the example --- sources/rest_api_pipeline.py | 36 ------------------------------------ 1 file changed, 36 deletions(-) diff --git a/sources/rest_api_pipeline.py b/sources/rest_api_pipeline.py index bc219c654..2c98eba11 100644 --- a/sources/rest_api_pipeline.py +++ b/sources/rest_api_pipeline.py @@ -2,42 +2,6 @@ from dlt.sources.helpers import requests from rest_api import rest_api_source -# -# dlt Requests: -# - - -@dlt.resource( - table_name="issues", - write_disposition="merge", - primary_key="id", -) -def get_issues( - updated_at=dlt.sources.incremental( - "updated_at", initial_value="1970-01-01T00:00:00Z" - ) -): - url = ( - f"https://api.github.com/repos/dlt-hub/dlt/issues" - f"?since={updated_at.last_value}&per_page=100" - f"&sort=updated&directions=desc&state=open" - ) - - while True: - response = requests.get(url) - response.raise_for_status() - yield response.json() - - # Get next page - if "next" not in response.links: - break - url = response.links["next"]["url"] - - -# -# REST Source: -# - def load_github(): pipeline = dlt.pipeline( From d55ae2991fd6d7eee84aa56b9439c1b5c3042e42 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Tue, 6 Feb 2024 17:35:11 +0100 Subject: [PATCH 014/121] Add logging --- sources/rest_api/client.py | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index 1dab49fb8..07fec8617 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -3,6 +3,7 @@ from requests.auth import AuthBase +from dlt.common import logger from dlt.sources.helpers import requests from .paginators import BasePaginator, UnspecifiedPaginator @@ -40,6 +41,11 @@ def make_request(self, path="", method="get", params=None, json=None): else: url = join_url(self.base_url, path) + logger.info( + f"Making {method.upper()} request to {url} with params={params}, " + f"json={json}" + ) + response = requests.request( method=method, url=url, @@ -87,6 +93,8 @@ def paginate( raise ValueError( "No suitable paginator found for the API response." ) + else: + logger.info(f"Detected paginator: {paginator.__class__.__name__}") yield paginator.extract_records(response) From 01fe721d1efe59c443e96a7d8cebc67207e13daf Mon Sep 17 00:00:00 2001 From: burnash Date: Wed, 7 Feb 2024 22:43:47 +0100 Subject: [PATCH 015/121] Handle depended resources --- sources/rest_api/__init__.py | 138 ++++++++++++++++++++++++++++++----- sources/rest_api_pipeline.py | 34 ++++----- 2 files changed, 131 insertions(+), 41 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 44ff78003..23ea07bc7 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -1,5 +1,8 @@ """Generic API Source""" -from typing import TypedDict, Optional, Dict, Any, Union + +from typing import TypedDict, Optional, Dict, Any, Union, NamedTuple + +import graphlib import dlt @@ -57,6 +60,16 @@ class RESTAPIConfig(TypedDict): endpoints: Dict[str, EndpointConfig] +class ResolveConfig(NamedTuple): + resource_name: str + field_path: str + + +class ResolvedParam(NamedTuple): + param_name: str + resolve_config: ResolveConfig + + def create_paginator(paginator_config): if isinstance(paginator_config, BasePaginator): return paginator_config @@ -64,6 +77,8 @@ def create_paginator(paginator_config): def create_auth(auth_config): + if isinstance(auth_config, BearerTokenAuth): + return auth_config return BearerTokenAuth(auth_config.get("token")) if auth_config else None @@ -71,7 +86,7 @@ def make_client_config(config): client_config = config.get("client", {}) return { "base_url": client_config.get("base_url"), - "auth": client_config.get("auth"), + "auth": create_auth(client_config.get("auth")), "paginator": create_paginator(client_config.get("default_paginator")), } @@ -115,7 +130,7 @@ def rest_api_source(config: RESTAPIConfig): }, "resource": { "primary_key": "id", - }, + } }, }, }) @@ -125,8 +140,39 @@ def rest_api_source(config: RESTAPIConfig): def rest_api_resources(config: RESTAPIConfig): client = RESTClient(**make_client_config(config)) + dependency_graph = graphlib.TopologicalSorter() + endpoint_config_map = {} + resources = {} + # Create the dependency graph for endpoint, endpoint_config in config["endpoints"].items(): + request_params = endpoint_config.get("params", {}) + resource_name = endpoint_config.get("resource", {}).get("name", endpoint) + path = endpoint_config.get("path", endpoint) + endpoint_config_map[resource_name] = endpoint_config + + resolved_params = [ + ResolvedParam(key, value) + for key, value in request_params.items() + if isinstance(value, ResolveConfig) + ] + + if len(resolved_params) > 1: + raise ValueError( + f"Multiple resolved params for resource {resource_name}: {resolved_params}" + ) + + predecessors = set(x.resolve_config.resource_name for x in resolved_params) + + dependency_graph.add(resource_name, *predecessors) + endpoint_config_map[resource_name]["_resolved_param"] = ( + resolved_params[0] if resolved_params else None + ) + endpoint_config_map[resource_name]["path"] = path + + # Create the resources + for resource_name in dependency_graph.static_order(): + endpoint_config = endpoint_config_map[resource_name] request_params = endpoint_config.get("params", {}) resource_config = endpoint_config.get("resource", {}) @@ -134,22 +180,74 @@ def rest_api_resources(config: RESTAPIConfig): request_params, endpoint_config.get("incremental") ) - def paginate_resource( - method, path, params, paginator, incremental_object=incremental_object - ): - if incremental_object: - params[incremental_param] = incremental_object.last_value - - yield from client.paginate( - method=method, - path=path, - params=params, - paginator=paginator, + if endpoint_config.get("_resolved_param") is None: + # This is the first resource + def paginate_resource( + method, + path, + params, + paginator, + incremental_object=incremental_object, + incremental_param=incremental_param, + ): + if incremental_object: + params[incremental_param] = incremental_object.last_value + + yield from client.paginate( + method=method, + path=path, + params=params, + paginator=paginator, + ) + + resources[resource_name] = dlt.resource( + paginate_resource, name=resource_name, **resource_config + )( + method=endpoint_config.get("method", "get"), + path=endpoint_config.get("path"), + params=request_params, + paginator=create_paginator(endpoint_config.get("paginator")), ) - yield dlt.resource(paginate_resource, name=endpoint, **resource_config)( - method=endpoint_config.get("method", "get"), - path=endpoint, - params=request_params, - paginator=create_paginator(endpoint_config.get("paginator")), - ) + else: + # This is a dependent resource + resolved_param: ResolvedParam = endpoint_config["_resolved_param"] + + predecessor = resources[resolved_param.resolve_config.resource_name] + + param_name = resolved_param.param_name + request_params.pop(param_name, None) + + def paginate_resource_dependent( + items, + method, + path, + params, + paginator, + param_name=param_name, + field_path=resolved_param.resolve_config.field_path, + ): + items = items or [] + for item in items: + path = path.format(**{param_name: item[field_path]}) + + yield from client.paginate( + method=method, + path=path, + params=params, + paginator=paginator + ) + + resources[resource_name] = dlt.resource( + paginate_resource_dependent, + name=resource_name, + data_from=predecessor, + **resource_config, + )( + method=endpoint_config.get("method", "get"), + path=endpoint_config.get("path"), + params=request_params, + paginator=create_paginator(endpoint_config.get("paginator")), + ) + + return list(resources.values()) diff --git a/sources/rest_api_pipeline.py b/sources/rest_api_pipeline.py index 2c98eba11..d635c93c7 100644 --- a/sources/rest_api_pipeline.py +++ b/sources/rest_api_pipeline.py @@ -1,7 +1,6 @@ import dlt -from dlt.sources.helpers import requests -from rest_api import rest_api_source - +from rest_api import rest_api_source, ResolveConfig as resolve_from +from rest_api.auth import BearerTokenAuth def load_github(): pipeline = dlt.pipeline( @@ -16,22 +15,18 @@ def load_github(): "base_url": "https://api.github.com/repos/dlt-hub/dlt/", # If you leave out the default_paginator, it will be inferred from the API: # "default_paginator": "header_links", - - # "auth": { - # "token": dlt.secrets['token'], - # } + "auth": { + "token": dlt.secrets['github_token'], + } }, "endpoints": { - "issues/comments": { + "issues/{issue_number}/comments": { "params": { "per_page": 100, - "since": dlt.sources.incremental( - "updated_at", initial_value="2024-01-25T11:21:28Z" - ), + "issue_number": resolve_from("issues", "number"), }, "resource": { "primary_key": "id", - "write_disposition": "merge", }, }, "issues": { @@ -40,17 +35,14 @@ def load_github(): "sort": "updated", "direction": "desc", "state": "open", + "since": dlt.sources.incremental( + "updated_at", initial_value="2024-01-25T11:21:28Z" + ), }, "resource": { "primary_key": "id", "write_disposition": "merge", }, - "incremental": { - "cursor_path": "updated_at", - "initial_value": "2024-01-25T11:21:28Z", - "param": "since", - # also, todo: "transform": to_iso8601, - }, }, }, } @@ -71,8 +63,8 @@ def load_pokemon(): { "client": { "base_url": "https://pokeapi.co/api/v2/", - # If you leave out the default_paginator, it will be inferred from the API: - # default_paginator: "json_links", + # If you leave out the default_paginator, it will be inferred from the API: + # default_paginator: "json_links", }, "endpoints": { "pokemon": { @@ -99,5 +91,5 @@ def load_pokemon(): if __name__ == "__main__": - load_pokemon() + # load_pokemon() load_github() From 81384037af2f5693bba5fe9fd6bf5ede9fe747e5 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Thu, 8 Feb 2024 12:41:17 +0100 Subject: [PATCH 016/121] Fix the bug with duplication of nested sources --- sources/rest_api/__init__.py | 22 ++++++++-------------- 1 file changed, 8 insertions(+), 14 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 23ea07bc7..361e83ecf 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -146,14 +146,12 @@ def rest_api_resources(config: RESTAPIConfig): # Create the dependency graph for endpoint, endpoint_config in config["endpoints"].items(): - request_params = endpoint_config.get("params", {}) resource_name = endpoint_config.get("resource", {}).get("name", endpoint) path = endpoint_config.get("path", endpoint) - endpoint_config_map[resource_name] = endpoint_config resolved_params = [ ResolvedParam(key, value) - for key, value in request_params.items() + for key, value in endpoint_config.get("params", {}).items() if isinstance(value, ResolveConfig) ] @@ -165,10 +163,11 @@ def rest_api_resources(config: RESTAPIConfig): predecessors = set(x.resolve_config.resource_name for x in resolved_params) dependency_graph.add(resource_name, *predecessors) - endpoint_config_map[resource_name]["_resolved_param"] = ( + endpoint_config["_resolved_param"] = ( resolved_params[0] if resolved_params else None ) - endpoint_config_map[resource_name]["path"] = path + endpoint_config["path"] = path + endpoint_config_map[resource_name] = endpoint_config # Create the resources for resource_name in dependency_graph.static_order(): @@ -181,7 +180,6 @@ def rest_api_resources(config: RESTAPIConfig): ) if endpoint_config.get("_resolved_param") is None: - # This is the first resource def paginate_resource( method, path, @@ -210,7 +208,6 @@ def paginate_resource( ) else: - # This is a dependent resource resolved_param: ResolvedParam = endpoint_config["_resolved_param"] predecessor = resources[resolved_param.resolve_config.resource_name] @@ -218,7 +215,7 @@ def paginate_resource( param_name = resolved_param.param_name request_params.pop(param_name, None) - def paginate_resource_dependent( + def paginate_dependent_resource( items, method, path, @@ -229,17 +226,14 @@ def paginate_resource_dependent( ): items = items or [] for item in items: - path = path.format(**{param_name: item[field_path]}) + formatted_path = path.format(**{param_name: item[field_path]}) yield from client.paginate( - method=method, - path=path, - params=params, - paginator=paginator + method=method, path=formatted_path, params=params, paginator=paginator ) resources[resource_name] = dlt.resource( - paginate_resource_dependent, + paginate_dependent_resource, name=resource_name, data_from=predecessor, **resource_config, From ec689fe7e4a5fae14a311acc79df28a97238d331 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Thu, 8 Feb 2024 13:48:45 +0100 Subject: [PATCH 017/121] Add an alternative version that uses classes --- sources/rest_api/__init__.py | 187 ++++++++++++++++++++++++++++++++++- sources/rest_api_pipeline.py | 48 ++++++++- 2 files changed, 232 insertions(+), 3 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 361e83ecf..cb217a1f3 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -2,11 +2,17 @@ from typing import TypedDict, Optional, Dict, Any, Union, NamedTuple +from dataclasses import dataclass + import graphlib import dlt +from dlt.extract.source import DltResource from .client import RESTClient + +Client = RESTClient + from .paginators import ( BasePaginator, JSONResponsePaginator, @@ -180,6 +186,7 @@ def rest_api_resources(config: RESTAPIConfig): ) if endpoint_config.get("_resolved_param") is None: + def paginate_resource( method, path, @@ -229,7 +236,10 @@ def paginate_dependent_resource( formatted_path = path.format(**{param_name: item[field_path]}) yield from client.paginate( - method=method, path=formatted_path, params=params, paginator=paginator + method=method, + path=formatted_path, + params=params, + paginator=paginator, ) resources[resource_name] = dlt.resource( @@ -245,3 +255,178 @@ def paginate_dependent_resource( ) return list(resources.values()) + + +# +# Alternative implementation +# + + +@dataclass +class Endpoint: + path: str + method: str = "get" + params: Optional[Dict[str, Any]] = None + json: Optional[Dict[str, Any]] = None + paginator: Optional[PaginatorType] = None + incremental: Optional[IncrementalConfig] = None + + +class Resource: + def __init__(self, endpoint: Endpoint, name: Optional[str] = None, **resource_kwargs): + self.endpoint = endpoint + self.name = name or endpoint.path + self.resource_kwargs = resource_kwargs + +@dlt.source +def rest_api_resources_v2(client: RESTClient, *resources: Resource): + """ + Alternative implementation of the rest_api_source function that uses + classes to represent the resources and their dependencies: + + Example: + github_source = rest_api_resources_v2( + Client( + base_url="https://api.github.com/repos/dlt-hub/dlt/", + default_paginator="header_links", + auth=BearerTokenAuth(dlt.secrets["token"]), + ), + Resource( + Endpoint( + "issues/{issue_id}/comments", + params={ + "per_page": 100, + "since": dlt.sources.incremental( + "updated_at", initial_value="2024-01-25T11:21:28Z" + ), + "issue_id": resolve_from("issues", "id"), + }, + ), + primary_key="id", + write_disposition="merge", + ), + Resource( + Endpoint( + "issues", + params={ + "per_page": 100, + "sort": "updated", + "direction": "desc", + "state": "open", + }, + ), + primary_key="id", + write_disposition="merge", + name="issues", + ) + ) + """ + dependency_graph = graphlib.TopologicalSorter() + resource_config_map: Dict[str, Resource] = {} + dlt_resources: Dict[str, DltResource] = {} + + # Create the dependency graph + for resource in resources: + resource_name = resource.name + resolved_params = [ + ResolvedParam(key, value) + for key, value in resource.endpoint.params.items() + if isinstance(value, ResolveConfig) + ] + + if len(resolved_params) > 1: + raise ValueError( + f"Multiple resolved params for resource {resource_name}: {resolved_params}" + ) + + predecessors = set(x.resolve_config.resource_name for x in resolved_params) + + dependency_graph.add(resource_name, *predecessors) + + # Store resolved param + resource.endpoint._resolved_param = ( + resolved_params[0] if resolved_params else None + ) + resource_config_map[resource_name] = resource + + # Create the resources + for resource_name in dependency_graph.static_order(): + resource_config = resource_config_map[resource_name] + endpoint = resource_config.endpoint + request_params = endpoint.params or {} + + incremental_object, incremental_param = setup_incremental_object( + request_params, endpoint.incremental + ) + + if endpoint._resolved_param is None: + + def paginate_resource( + method, + path, + params, + paginator, + incremental_object=incremental_object, + incremental_param=incremental_param, + ): + if incremental_object: + params[incremental_param] = incremental_object.last_value + + yield from client.paginate( + method=method, + path=path, + params=params, + paginator=paginator, + ) + + dlt_resources[resource_name] = dlt.resource( + paginate_resource, name=resource_name, **resource.resource_kwargs + )( + method=endpoint.method, + path=endpoint.path, + params=request_params, + paginator=create_paginator(endpoint.paginator), + ) + + else: + resolved_param: ResolvedParam = endpoint._resolved_param + + predecessor = dlt_resources[resolved_param.resolve_config.resource_name] + + param_name = resolved_param.param_name + request_params.pop(param_name, None) + + def paginate_dependent_resource( + items, + method, + path, + params, + paginator, + param_name=param_name, + field_path=resolved_param.resolve_config.field_path, + ): + items = items or [] + for item in items: + formatted_path = path.format(**{param_name: item[field_path]}) + + yield from client.paginate( + method=method, + path=formatted_path, + params=params, + paginator=paginator, + ) + + dlt_resources[resource_name] = dlt.resource( + paginate_dependent_resource, + name=resource_name, + data_from=predecessor, + **resource.resource_kwargs, + )( + method=endpoint.method, + path=endpoint.path, + params=request_params, + paginator=create_paginator(endpoint.paginator), + ) + + return list(dlt_resources.values()) + diff --git a/sources/rest_api_pipeline.py b/sources/rest_api_pipeline.py index d635c93c7..11748bd55 100644 --- a/sources/rest_api_pipeline.py +++ b/sources/rest_api_pipeline.py @@ -1,5 +1,6 @@ import dlt -from rest_api import rest_api_source, ResolveConfig as resolve_from +from rest_api import rest_api_source, ResolveConfig as resolve_from, rest_api_resources_v2 +from rest_api import Client, Resource, Endpoint from rest_api.auth import BearerTokenAuth def load_github(): @@ -52,6 +53,48 @@ def load_github(): print(load_info) +def load_github_v2(): + pipeline = dlt.pipeline( + pipeline_name="rest_api_github_v2", + destination="duckdb", + dataset_name="rest_api_data", + ) + + github_source = rest_api_resources_v2( + Client( + base_url="https://api.github.com/repos/dlt-hub/dlt/", + auth=BearerTokenAuth(dlt.secrets['github_token']), + ), + Resource( + Endpoint( + "issues/{issue_number}/comments", + params={ + "per_page": 100, + "issue_number": resolve_from("issues", "number"), + }, + ), + primary_key="id", + ), + Resource( + Endpoint( + "issues", + params={ + "per_page": 100, + "sort": "updated", + "direction": "desc", + "state": "open", + }, + ), + name="issues", + primary_key="id", + write_disposition="merge", + ) + ) + + load_info = pipeline.run(github_source) + print(load_info) + + def load_pokemon(): pipeline = dlt.pipeline( pipeline_name="rest_api_pokemon", @@ -92,4 +135,5 @@ def load_pokemon(): if __name__ == "__main__": # load_pokemon() - load_github() + # load_github() + load_github_v2() From afce8d3c729c2115ae26ef706a938287f5804c52 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Thu, 8 Feb 2024 14:11:12 +0100 Subject: [PATCH 018/121] Rearrange config --- sources/rest_api_pipeline.py | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/sources/rest_api_pipeline.py b/sources/rest_api_pipeline.py index 11748bd55..5041e139e 100644 --- a/sources/rest_api_pipeline.py +++ b/sources/rest_api_pipeline.py @@ -67,27 +67,27 @@ def load_github_v2(): ), Resource( Endpoint( - "issues/{issue_number}/comments", + "issues", params={ "per_page": 100, - "issue_number": resolve_from("issues", "number"), + "sort": "updated", + "direction": "desc", + "state": "open", }, ), + name="issues", primary_key="id", + write_disposition="merge", ), Resource( Endpoint( - "issues", + "issues/{issue_number}/comments", params={ "per_page": 100, - "sort": "updated", - "direction": "desc", - "state": "open", + "issue_number": resolve_from("issues", "number"), }, ), - name="issues", primary_key="id", - write_disposition="merge", ) ) From 3fe3af76adad3d9deaf2b78d4318db82a43330a4 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Willi=20M=C3=BCller?= Date: Thu, 15 Feb 2024 18:34:44 +0100 Subject: [PATCH 019/121] REST API: support all authentication methods (#354) support all authentication methods, e.g. HTTP basic or subclasses of AuthBase --- sources/rest_api/__init__.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index cb217a1f3..14089336d 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -19,7 +19,7 @@ HeaderLinkPaginator, UnspecifiedPaginator, ) -from .auth import BearerTokenAuth +from .auth import BearerTokenAuth, AuthBase PAGINATOR_MAP = { @@ -83,7 +83,7 @@ def create_paginator(paginator_config): def create_auth(auth_config): - if isinstance(auth_config, BearerTokenAuth): + if isinstance(auth_config, AuthBase): return auth_config return BearerTokenAuth(auth_config.get("token")) if auth_config else None From b2e7cec9b26500ca089118630ce64a54485a8f1d Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Willi=20M=C3=BCller?= Date: Fri, 16 Feb 2024 09:56:17 +0100 Subject: [PATCH 020/121] Generic API client: include parent fields in child resource (#355) --- sources/rest_api/__init__.py | 33 +++++++++++++++++++++++++++++++-- 1 file changed, 31 insertions(+), 2 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 14089336d..63d30a8ef 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -181,6 +181,8 @@ def rest_api_resources(config: RESTAPIConfig): request_params = endpoint_config.get("params", {}) resource_config = endpoint_config.get("resource", {}) + include_from_parent: list[str] = resource_config.pop("include_from_parent", []) + incremental_object, incremental_param = setup_incremental_object( request_params, endpoint_config.get("incremental") ) @@ -235,13 +237,25 @@ def paginate_dependent_resource( for item in items: formatted_path = path.format(**{param_name: item[field_path]}) - yield from client.paginate( + child_results = client.paginate( method=method, path=formatted_path, params=params, paginator=paginator, ) + parent_resource_name = resolved_param.resolve_config.resource_name + for r in child_results: + if r: + yield _add_from_parent( + r, + item, + include_from_parent, + parent_resource_name, + ) + else: + yield r + resources[resource_name] = dlt.resource( paginate_dependent_resource, name=resource_name, @@ -257,6 +271,22 @@ def paginate_dependent_resource( return list(resources.values()) +def _add_from_parent( + child_records, + parent_record, + include_from_parent, + parent_resource_name, +): + """allows dependent resource to include parent resource values + which are not in the response of the child resource""" + for child in child_records: + for parent_field in include_from_parent: + field_from_parent = f"_{parent_resource_name}_{parent_field}" + if field_from_parent not in child: + child[field_from_parent] = parent_record[parent_field] + return child_records + + # # Alternative implementation # @@ -429,4 +459,3 @@ def paginate_dependent_resource( ) return list(dlt_resources.values()) - From 0ea0edb64e5b4d01d202a128574854f368d9520b Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 14 Feb 2024 09:48:45 +0100 Subject: [PATCH 021/121] Resource based config --- sources/rest_api/__init__.py | 304 +++++++++++++++++++++++++++++++++-- sources/rest_api/utils.py | 19 ++- sources/rest_api_pipeline.py | 117 +++++++++++--- 3 files changed, 400 insertions(+), 40 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 63d30a8ef..b7ac20e12 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -1,25 +1,31 @@ """Generic API Source""" -from typing import TypedDict, Optional, Dict, Any, Union, NamedTuple - from dataclasses import dataclass - -import graphlib +import copy +from typing import Any, Dict, NamedTuple, Optional, TypedDict, Union import dlt +import graphlib +from dlt.common.schema.typing import ( + TColumnNames, + # TSchemaContract, + TTableFormat, + TTableSchemaColumns, + TWriteDisposition, +) +from dlt.extract.incremental import Incremental from dlt.extract.source import DltResource +from dlt.extract.typing import TTableHintTemplate +from .auth import BearerTokenAuth, AuthBase from .client import RESTClient - -Client = RESTClient - from .paginators import ( BasePaginator, - JSONResponsePaginator, HeaderLinkPaginator, + JSONResponsePaginator, UnspecifiedPaginator, ) -from .auth import BearerTokenAuth, AuthBase +from .utils import remove_key, deep_merge PAGINATOR_MAP = { @@ -61,7 +67,7 @@ class EndpointConfig(TypedDict): paginator: Optional[PaginatorType] -class RESTAPIConfig(TypedDict): +class RESTAPIConfigLegacy(TypedDict): client: ClientConfig endpoints: Dict[str, EndpointConfig] @@ -76,6 +82,33 @@ class ResolvedParam(NamedTuple): resolve_config: ResolveConfig +class Endpoint(TypedDict, total=False): + path: str + method: str + params: Optional[Dict[str, Any]] + json: Optional[Dict[str, Any]] + paginator: Optional[PaginatorType] + + +class EndpointResource(TypedDict, total=False): + name: TTableHintTemplate[str] + endpoint: Endpoint + write_disposition: TTableHintTemplate[TWriteDisposition] + parent: TTableHintTemplate[str] + columns: TTableHintTemplate[TTableSchemaColumns] + primary_key: TTableHintTemplate[TColumnNames] + merge_key: TTableHintTemplate[TColumnNames] + incremental: Incremental[Any] + # schema_contract: TTableHintTemplate[TSchemaContract] + table_format: TTableHintTemplate[TTableFormat] + + +class RESTAPIConfig(TypedDict): + client: ClientConfig + resource_defaults: EndpointResource + resources: Dict[str, EndpointResource] + + def create_paginator(paginator_config): if isinstance(paginator_config, BasePaginator): return paginator_config @@ -101,6 +134,13 @@ def setup_incremental_object(request_params, incremental_config): for key, value in request_params.items(): if isinstance(value, dlt.sources.incremental): return value, key + if isinstance(value, dict) and value.get("type") == "incremental": + return ( + dlt.sources.incremental( + value.get("cursor_path"), initial_value=value.get("initial_value") + ), + key, + ) return setup_incremental_object_from_config(incremental_config) @@ -145,6 +185,239 @@ def rest_api_source(config: RESTAPIConfig): def rest_api_resources(config: RESTAPIConfig): + """ + Creates and configures a REST API source for data extraction. + + Example: + github_source = rest_api_resources_v3({ + "client": { + "base_url": "https://api.github.com/repos/dlt-hub/dlt/", + "auth": { + "token": dlt.secrets["token"], + }, + }, + "resource_defaults": { + "primary_key": "id", + "write_disposition": "merge", + "endpoint": { + "params": { + "per_page": 100, + }, + }, + }, + "resources": [ + { + "name": "issues", + "endpoint": { + "path": "issues", + "params": { + "sort": "updated", + "direction": "desc", + "state": "open", + "since": { + "type": "incremental", + "cursor_path": "updated_at", + "initial_value": "2024-01-25T11:21:28Z", + }, + }, + }, + }, + { + "name": "issue_comments", + "endpoint": { + "path": "issues/{issue_number}/comments", + "params": { + "issue_number": { + "type": "resolve", + "resource": "issues", + "field": "number", + } + }, + }, + }, + ], + }) + """ + client = RESTClient(**make_client_config(config)) + dependency_graph = graphlib.TopologicalSorter() + endpoint_resource_map = {} + resources = {} + + default_resource_config = config.get("resource_defaults", {}) + + resource_list = config.get("resources") + + if resource_list is None: + raise ValueError("No resources defined") + + # Create the dependency graph + for resource_kwargs in resource_list: + endpoint_resource = make_endpoint_resource( + resource_kwargs, default_resource_config + ) + + resource_name = endpoint_resource["name"] + + resolved_params = find_resolved_params(endpoint_resource["endpoint"]) + + if len(resolved_params) > 1: + raise ValueError( + f"Multiple resolved params for resource {resource_name}: {resolved_params}" + ) + + predecessors = set(x.resolve_config.resource_name for x in resolved_params) + + dependency_graph.add(resource_name, *predecessors) + endpoint_resource["_resolved_param"] = ( + resolved_params[0] if resolved_params else None + ) + + if resource_name in endpoint_resource_map: + raise ValueError(f"Resource {resource_name} has already been defined") + + endpoint_resource_map[resource_name] = endpoint_resource + + # Create the resources + for resource_name in dependency_graph.static_order(): + endpoint_resource = endpoint_resource_map[resource_name] + endpoint_config = endpoint_resource["endpoint"] + request_params = endpoint_config.get("params", {}) + + # TODO: Remove _resolved_param from endpoint_resource + resolved_param: ResolvedParam = endpoint_resource.pop("_resolved_param", None) + resource_kwargs = remove_key(endpoint_resource, "endpoint") + + incremental_object, incremental_param = setup_incremental_object( + request_params, endpoint_config.get("incremental") + ) + + if resolved_param is None: + + def paginate_resource( + method, + path, + params, + paginator, + incremental_object=incremental_object, + incremental_param=incremental_param, + ): + if incremental_object: + params[incremental_param] = incremental_object.last_value + + yield from client.paginate( + method=method, + path=path, + params=params, + paginator=paginator, + ) + + resources[resource_name] = dlt.resource( + paginate_resource, **resource_kwargs + )( + method=endpoint_config.get("method", "get"), + path=endpoint_config.get("path"), + params=request_params, + paginator=create_paginator(endpoint_config.get("paginator")), + ) + + else: + predecessor = resources[resolved_param.resolve_config.resource_name] + + param_name = resolved_param.param_name + request_params.pop(param_name, None) + + def paginate_dependent_resource( + items, + method, + path, + params, + paginator, + param_name=param_name, + field_path=resolved_param.resolve_config.field_path, + ): + items = items or [] + for item in items: + formatted_path = path.format(**{param_name: item[field_path]}) + + yield from client.paginate( + method=method, + path=formatted_path, + params=params, + paginator=paginator, + ) + + resources[resource_name] = dlt.resource( + paginate_dependent_resource, + data_from=predecessor, + **resource_kwargs, + )( + method=endpoint_config.get("method", "get"), + path=endpoint_config.get("path"), + params=request_params, + paginator=create_paginator(endpoint_config.get("paginator")), + ) + + return list(resources.values()) + + +def make_endpoint_resource( + resource: Union[str, EndpointResource], default_config: EndpointResource +): + """ + Creates an EndpointResource object based on the provided resource + definition and merges it with the default configuration. + + This function supports defining a resource in multiple formats: + - As a string: The string is interpreted as both the resource name + and its endpoint path. + - As a dictionary: The dictionary must include 'name' and 'endpoint' + keys. The 'endpoint' can be a string representing the path, + or a dictionary for more complex configurations. + """ + if isinstance(resource, str): + resource = {"name": resource, "endpoint": {"path": resource}} + return deep_merge(copy.deepcopy(default_config), resource) + + if "endpoint" in resource and isinstance(resource["endpoint"], str): + resource["endpoint"] = {"path": resource["endpoint"]} + + if "name" not in resource: + raise ValueError("Resource must have a name") + + if "path" not in resource["endpoint"]: + raise ValueError("Resource endpoint must have a path") + + return deep_merge(copy.deepcopy(default_config), resource) + + +def make_resolved_param(key, value): + if isinstance(value, ResolveConfig): + return ResolvedParam(key, value) + if isinstance(value, dict) and value.get("type") == "resolve": + return ResolvedParam( + key, + ResolveConfig(resource_name=value["resource"], field_path=value["field"]), + ) + return None + + +def find_resolved_params(endpoint_config): + """ + Find all resolved params in the endpoint configuration and return + a list of ResolvedParam objects. + + Resolved params are either of type ResolveConfig or are dictionaries + with a key "type" set to "resolve". + """ + return [ + make_resolved_param(key, value) + for key, value in endpoint_config.get("params", {}).items() + if isinstance(value, ResolveConfig) + or (isinstance(value, dict) and value.get("type") == "resolve") + ] + + +def rest_api_resources_legacy(config: RESTAPIConfigLegacy): client = RESTClient(**make_client_config(config)) dependency_graph = graphlib.TopologicalSorter() endpoint_config_map = {} @@ -302,14 +575,17 @@ class Endpoint: incremental: Optional[IncrementalConfig] = None -class Resource: - def __init__(self, endpoint: Endpoint, name: Optional[str] = None, **resource_kwargs): +class EndpointResource: + def __init__( + self, endpoint: Endpoint, name: Optional[str] = None, **resource_kwargs + ): self.endpoint = endpoint self.name = name or endpoint.path self.resource_kwargs = resource_kwargs + @dlt.source -def rest_api_resources_v2(client: RESTClient, *resources: Resource): +def rest_api_resources_v2(client: RESTClient, *resources: EndpointResource): """ Alternative implementation of the rest_api_source function that uses classes to represent the resources and their dependencies: @@ -352,7 +628,7 @@ def rest_api_resources_v2(client: RESTClient, *resources: Resource): ) """ dependency_graph = graphlib.TopologicalSorter() - resource_config_map: Dict[str, Resource] = {} + resource_config_map: Dict[str, EndpointResource] = {} dlt_resources: Dict[str, DltResource] = {} # Create the dependency graph diff --git a/sources/rest_api/utils.py b/sources/rest_api/utils.py index 6f8df7cb6..8dc03d793 100644 --- a/sources/rest_api/utils.py +++ b/sources/rest_api/utils.py @@ -1,5 +1,6 @@ -from operator import getitem from functools import reduce +from operator import getitem +from typing import Any, Dict def join_url(base_url: str, path: str) -> str: @@ -12,3 +13,19 @@ def create_nested_accessor(path): if isinstance(path, (list, tuple)): return lambda d: reduce(getitem, path, d) return lambda d: d.get(path) + + +def remove_key(d, key): + return {k: v for k, v in d.items() if k != key} + + +def deep_merge(a: Dict[str, Any], b: Dict[str, Any]) -> Dict: + """Recursively merge b into a.""" + if isinstance(a, dict) and isinstance(b, dict): + for key, value in b.items(): + if key in a: + a[key] = deep_merge(a[key], value) + else: + a[key] = value + return a + return b \ No newline at end of file diff --git a/sources/rest_api_pipeline.py b/sources/rest_api_pipeline.py index 5041e139e..e44e2e548 100644 --- a/sources/rest_api_pipeline.py +++ b/sources/rest_api_pipeline.py @@ -1,11 +1,84 @@ import dlt -from rest_api import rest_api_source, ResolveConfig as resolve_from, rest_api_resources_v2 -from rest_api import Client, Resource, Endpoint +from rest_api import ( + rest_api_source, + ResolveConfig as resolve_from, + rest_api_resources_v2, +) +from rest_api import RESTClient, EndpointResource, Endpoint from rest_api.auth import BearerTokenAuth + def load_github(): pipeline = dlt.pipeline( - pipeline_name="rest_api_github", + pipeline_name="rest_api_github_v3", + destination="duckdb", + dataset_name="rest_api_data", + ) + + github_source = rest_api_source( + { + "client": { + "base_url": "https://api.github.com/repos/dlt-hub/dlt/", + "auth": { + "token": dlt.secrets["github_token"], + }, + }, + # Default params for all resouces and their endpoints + "resource_defaults": { + "primary_key": "id", + "write_disposition": "merge", + "endpoint": { + "params": { + "per_page": 100, + }, + }, + }, + "resources": [ + # "pulls", <- This is both name and endpoint path + # { + # "name": "pulls", + # "endpoint": "pulls", # <- This is the endpoint path + # } + { + "name": "issues", + "endpoint": { + "path": "issues", + "params": { + "sort": "updated", + "direction": "desc", + "state": "open", + "since": { + "type": "incremental", + "cursor_path": "updated_at", + "initial_value": "2024-01-25T11:21:28Z", + }, + }, + }, + }, + { + "name": "issue_comments", + "endpoint": { + "path": "issues/{issue_number}/comments", + "params": { + "issue_number": { + "type": "resolve", + "resource": "issues", + "field": "number", + } + }, + }, + }, + ], + } + ) + + load_info = pipeline.run(github_source) + print(load_info) + + +def load_github_legacy(): + pipeline = dlt.pipeline( + pipeline_name="rest_api_github_v1", destination="duckdb", dataset_name="rest_api_data", ) @@ -17,8 +90,8 @@ def load_github(): # If you leave out the default_paginator, it will be inferred from the API: # "default_paginator": "header_links", "auth": { - "token": dlt.secrets['github_token'], - } + "token": dlt.secrets["github_token"], + }, }, "endpoints": { "issues/{issue_number}/comments": { @@ -61,11 +134,11 @@ def load_github_v2(): ) github_source = rest_api_resources_v2( - Client( + RESTClient( base_url="https://api.github.com/repos/dlt-hub/dlt/", - auth=BearerTokenAuth(dlt.secrets['github_token']), + auth=BearerTokenAuth(dlt.secrets["github_token"]), ), - Resource( + EndpointResource( Endpoint( "issues", params={ @@ -79,7 +152,7 @@ def load_github_v2(): primary_key="id", write_disposition="merge", ), - Resource( + EndpointResource( Endpoint( "issues/{issue_number}/comments", params={ @@ -88,7 +161,7 @@ def load_github_v2(): }, ), primary_key="id", - ) + ), ) load_info = pipeline.run(github_source) @@ -109,23 +182,18 @@ def load_pokemon(): # If you leave out the default_paginator, it will be inferred from the API: # default_paginator: "json_links", }, - "endpoints": { - "pokemon": { - "params": { - "limit": 1000, # Default page size is 20 - }, - }, - "berry": { - "params": { - "limit": 1000, - }, - }, - "location": { + "resource_defaults": { + "endpoint": { "params": { "limit": 1000, }, }, }, + "resources": [ + "pokemon", + "berry", + "location", + ], } ) @@ -134,6 +202,5 @@ def load_pokemon(): if __name__ == "__main__": - # load_pokemon() - # load_github() - load_github_v2() + load_github() + load_pokemon() From 16c5a7a332f787d653f20a158061e5c357617230 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Fri, 16 Feb 2024 16:34:31 +0100 Subject: [PATCH 022/121] Receive a custom Session instance --- sources/rest_api/client.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index 07fec8617..6fb237445 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -2,9 +2,11 @@ import copy from requests.auth import AuthBase +from requests import Session as BaseSession + from dlt.common import logger -from dlt.sources.helpers import requests +from dlt.sources.helpers.requests import client from .paginators import BasePaginator, UnspecifiedPaginator from .detector import create_paginator @@ -29,10 +31,12 @@ def __init__( headers: Optional[Dict[str, str]] = None, auth: Optional[AuthBase] = None, paginator: Optional[BasePaginator] = None, + session: BaseSession = None ) -> None: self.base_url = base_url self.headers = headers self.auth = auth + self.session = session or client.session self.paginator = paginator if paginator else UnspecifiedPaginator() def make_request(self, path="", method="get", params=None, json=None): @@ -46,7 +50,7 @@ def make_request(self, path="", method="get", params=None, json=None): f"json={json}" ) - response = requests.request( + response = self.session.request( method=method, url=url, headers=self.headers, From c6015fec7bdee3d47ba33ebc3ca660e86e4b5d61 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Mon, 19 Feb 2024 03:08:26 +0300 Subject: [PATCH 023/121] Include data from parent resource in child resource: ported to a new version --- sources/rest_api/__init__.py | 31 +++++++++++++++- sources/rest_api_pipeline.py | 1 + tests/rest_api/__init__.py | 0 tests/rest_api/test_rest_api_source.py | 51 ++++++++++++++++++++++++++ 4 files changed, 81 insertions(+), 2 deletions(-) create mode 100644 tests/rest_api/__init__.py create mode 100644 tests/rest_api/test_rest_api_source.py diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index b7ac20e12..003121b5f 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -158,6 +158,10 @@ def setup_incremental_object_from_config(config): ) +def make_parent_key_name(resource_name, field_name): + return f"_{resource_name}_{field_name}" + + @dlt.source def rest_api_source(config: RESTAPIConfig): """ @@ -285,6 +289,15 @@ def rest_api_resources(config: RESTAPIConfig): # TODO: Remove _resolved_param from endpoint_resource resolved_param: ResolvedParam = endpoint_resource.pop("_resolved_param", None) + include_from_parent: list[str] = endpoint_resource.pop( + "include_from_parent", [] + ) + if not resolved_param and include_from_parent: + raise ValueError( + f"Resource {resource_name} has include_from_parent but is not " + "dependent on another resource" + ) + resource_kwargs = remove_key(endpoint_resource, "endpoint") incremental_object, incremental_param = setup_incremental_object( @@ -338,13 +351,27 @@ def paginate_dependent_resource( items = items or [] for item in items: formatted_path = path.format(**{param_name: item[field_path]}) + parent_resource_name = resolved_param.resolve_config.resource_name - yield from client.paginate( + parent_record = ( + { + make_parent_key_name(parent_resource_name, key): item[key] + for key in include_from_parent + } + if include_from_parent + else None + ) + + for child_page in client.paginate( method=method, path=formatted_path, params=params, paginator=paginator, - ) + ): + if parent_record: + for child_record in child_page: + child_record.update(parent_record) + yield child_page resources[resource_name] = dlt.resource( paginate_dependent_resource, diff --git a/sources/rest_api_pipeline.py b/sources/rest_api_pipeline.py index e44e2e548..c06f8d2ac 100644 --- a/sources/rest_api_pipeline.py +++ b/sources/rest_api_pipeline.py @@ -67,6 +67,7 @@ def load_github(): } }, }, + "include_from_parent": ["id"], }, ], } diff --git a/tests/rest_api/__init__.py b/tests/rest_api/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/tests/rest_api/test_rest_api_source.py b/tests/rest_api/test_rest_api_source.py new file mode 100644 index 000000000..7b3171712 --- /dev/null +++ b/tests/rest_api/test_rest_api_source.py @@ -0,0 +1,51 @@ +from tests.utils import ALL_DESTINATIONS, assert_load_info, load_table_counts +import pytest +import dlt + +from sources.rest_api import rest_api_source + + +@pytest.mark.parametrize("destination_name", ALL_DESTINATIONS) +def test_rest_api_source(destination_name: str) -> None: + pipeline = dlt.pipeline( + pipeline_name="rest_api", + destination=destination_name, + dataset_name="rest_api_data", + full_refresh=True, + ) + + config = { + "client": { + "base_url": "https://pokeapi.co/api/v2/", + }, + "resource_defaults": { + "endpoint": { + "params": { + "limit": 1000, + }, + } + }, + "resources": [ + "pokemon", + "berry", + "location", + ], + } + + load_info = pipeline.run(rest_api_source(config)) + print(load_info) + assert_load_info(load_info) + table_names = [t["name"] for t in pipeline.default_schema.data_tables()] + table_counts = load_table_counts(pipeline, *table_names) + + assert table_counts.keys() == {"pokemon", "berry", "location"} + + assert table_counts["pokemon"] == 1302 + assert table_counts["berry"] == 64 + assert table_counts["location"] == 1036 + + +# TODO: Add incorrect config test +# - incorrect default_resource (missing endpoint, nested params) +# - incorrect resources +# - incorrect key (default_resource) \ No newline at end of file From d4a316019ddda795cc3cf66f7993f49a740628dc Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Willi=20M=C3=BCller?= Date: Mon, 19 Feb 2024 15:40:31 +0100 Subject: [PATCH 024/121] Rest API: Ends pagination if next page path is not in response.json() (#361) --- sources/rest_api/paginators.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/sources/rest_api/paginators.py b/sources/rest_api/paginators.py index f0d9ffa42..e63754e85 100644 --- a/sources/rest_api/paginators.py +++ b/sources/rest_api/paginators.py @@ -182,7 +182,10 @@ def __init__( self._records_accessor = create_nested_accessor(records_key) def update_state(self, response: Response): - self.next_reference = self._next_key_accessor(response.json()) + try: + self.next_reference = self._next_key_accessor(response.json()) + except KeyError: + self.next_reference = None def extract_records(self, response: Response) -> Any: return self._records_accessor(response.json()) From 9f956ba0c8e1e6d25909004585c6364a1bbe20a0 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Willi=20M=C3=BCller?= Date: Tue, 20 Feb 2024 12:53:48 +0100 Subject: [PATCH 025/121] Allow specification of SinglePagePaginator and refactors redundancy (#364) --- sources/rest_api/__init__.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 003121b5f..4465eaf34 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -24,6 +24,7 @@ HeaderLinkPaginator, JSONResponsePaginator, UnspecifiedPaginator, + SinglePagePaginator, ) from .utils import remove_key, deep_merge @@ -32,6 +33,7 @@ "json_links": JSONResponsePaginator, "header_links": HeaderLinkPaginator, "auto": UnspecifiedPaginator, + "single_page": SinglePagePaginator, } @@ -286,6 +288,7 @@ def rest_api_resources(config: RESTAPIConfig): endpoint_resource = endpoint_resource_map[resource_name] endpoint_config = endpoint_resource["endpoint"] request_params = endpoint_config.get("params", {}) + paginator = create_paginator(endpoint_config.get("paginator")) # TODO: Remove _resolved_param from endpoint_resource resolved_param: ResolvedParam = endpoint_resource.pop("_resolved_param", None) @@ -330,7 +333,7 @@ def paginate_resource( method=endpoint_config.get("method", "get"), path=endpoint_config.get("path"), params=request_params, - paginator=create_paginator(endpoint_config.get("paginator")), + paginator=paginator, ) else: @@ -381,7 +384,7 @@ def paginate_dependent_resource( method=endpoint_config.get("method", "get"), path=endpoint_config.get("path"), params=request_params, - paginator=create_paginator(endpoint_config.get("paginator")), + paginator=paginator, ) return list(resources.values()) From 706333792686b50945cf7459c48fde0a8e7c7f02 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Tue, 20 Feb 2024 23:53:03 +0300 Subject: [PATCH 026/121] Use the resource name as an endpoint path if path is missing --- sources/rest_api/__init__.py | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 4465eaf34..190ba3308 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -400,9 +400,10 @@ def make_endpoint_resource( This function supports defining a resource in multiple formats: - As a string: The string is interpreted as both the resource name and its endpoint path. - - As a dictionary: The dictionary must include 'name' and 'endpoint' - keys. The 'endpoint' can be a string representing the path, - or a dictionary for more complex configurations. + - As a dictionary: The dictionary must include `name` and `endpoint` + keys. The `endpoint` can be a string representing the path, + or a dictionary for more complex configurations. If the `endpoint` + is missing the `path` key, the resource name is used as the `path`. """ if isinstance(resource, str): resource = {"name": resource, "endpoint": {"path": resource}} @@ -415,7 +416,7 @@ def make_endpoint_resource( raise ValueError("Resource must have a name") if "path" not in resource["endpoint"]: - raise ValueError("Resource endpoint must have a path") + resource["endpoint"]["path"] = resource["name"] return deep_merge(copy.deepcopy(default_config), resource) From 1e1e676315c6cd45484bc2731c55aefe5f46148a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Willi=20M=C3=BCller?= Date: Thu, 22 Feb 2024 10:30:22 +0100 Subject: [PATCH 027/121] [REST Source] renames default_paginator argument to paginator (#367) --- sources/rest_api/__init__.py | 6 +++--- sources/rest_api_pipeline.py | 8 ++++---- 2 files changed, 7 insertions(+), 7 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 190ba3308..3d8816368 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -47,7 +47,7 @@ class AuthConfig(TypedDict, total=False): class ClientConfig(TypedDict, total=False): base_url: str auth: Optional[AuthConfig] - default_paginator: Optional[PaginatorType] + paginator: Optional[PaginatorType] class ResourceConfig(TypedDict, total=False): @@ -173,7 +173,7 @@ def rest_api_source(config: RESTAPIConfig): pokemon_source = rest_api_source({ "client": { "base_url": "https://pokeapi.co/api/v2/", - "default_paginator": "json_links", + "paginator": "json_links", }, "endpoints": { "pokemon": { @@ -625,7 +625,7 @@ def rest_api_resources_v2(client: RESTClient, *resources: EndpointResource): github_source = rest_api_resources_v2( Client( base_url="https://api.github.com/repos/dlt-hub/dlt/", - default_paginator="header_links", + paginator="header_links", auth=BearerTokenAuth(dlt.secrets["token"]), ), Resource( diff --git a/sources/rest_api_pipeline.py b/sources/rest_api_pipeline.py index c06f8d2ac..4d0d91a60 100644 --- a/sources/rest_api_pipeline.py +++ b/sources/rest_api_pipeline.py @@ -88,8 +88,8 @@ def load_github_legacy(): { "client": { "base_url": "https://api.github.com/repos/dlt-hub/dlt/", - # If you leave out the default_paginator, it will be inferred from the API: - # "default_paginator": "header_links", + # If you leave out the paginator, it will be inferred from the API: + # "paginator": "header_links", "auth": { "token": dlt.secrets["github_token"], }, @@ -180,8 +180,8 @@ def load_pokemon(): { "client": { "base_url": "https://pokeapi.co/api/v2/", - # If you leave out the default_paginator, it will be inferred from the API: - # default_paginator: "json_links", + # If you leave out the paginator, it will be inferred from the API: + # paginator: "json_links", }, "resource_defaults": { "endpoint": { From 884120b8f0e8931d61dbaef4612767535fcd6389 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Thu, 22 Feb 2024 01:11:42 +0300 Subject: [PATCH 028/121] Remove the legacy version --- sources/rest_api/__init__.py | 340 +---------------------------------- sources/rest_api_pipeline.py | 100 +---------- 2 files changed, 2 insertions(+), 438 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 3d8816368..5f611adeb 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -47,12 +47,7 @@ class AuthConfig(TypedDict, total=False): class ClientConfig(TypedDict, total=False): base_url: str auth: Optional[AuthConfig] - paginator: Optional[PaginatorType] - - -class ResourceConfig(TypedDict, total=False): - primary_key: str - write_disposition: str + default_paginator: Optional[PaginatorType] class IncrementalConfig(TypedDict, total=False): @@ -61,19 +56,6 @@ class IncrementalConfig(TypedDict, total=False): param: str -class EndpointConfig(TypedDict): - params: Dict[str, Any] - resource: ResourceConfig - incremental: Optional[IncrementalConfig] - method: str - paginator: Optional[PaginatorType] - - -class RESTAPIConfigLegacy(TypedDict): - client: ClientConfig - endpoints: Dict[str, EndpointConfig] - - class ResolveConfig(NamedTuple): resource_name: str field_path: str @@ -446,323 +428,3 @@ def find_resolved_params(endpoint_config): if isinstance(value, ResolveConfig) or (isinstance(value, dict) and value.get("type") == "resolve") ] - - -def rest_api_resources_legacy(config: RESTAPIConfigLegacy): - client = RESTClient(**make_client_config(config)) - dependency_graph = graphlib.TopologicalSorter() - endpoint_config_map = {} - resources = {} - - # Create the dependency graph - for endpoint, endpoint_config in config["endpoints"].items(): - resource_name = endpoint_config.get("resource", {}).get("name", endpoint) - path = endpoint_config.get("path", endpoint) - - resolved_params = [ - ResolvedParam(key, value) - for key, value in endpoint_config.get("params", {}).items() - if isinstance(value, ResolveConfig) - ] - - if len(resolved_params) > 1: - raise ValueError( - f"Multiple resolved params for resource {resource_name}: {resolved_params}" - ) - - predecessors = set(x.resolve_config.resource_name for x in resolved_params) - - dependency_graph.add(resource_name, *predecessors) - endpoint_config["_resolved_param"] = ( - resolved_params[0] if resolved_params else None - ) - endpoint_config["path"] = path - endpoint_config_map[resource_name] = endpoint_config - - # Create the resources - for resource_name in dependency_graph.static_order(): - endpoint_config = endpoint_config_map[resource_name] - request_params = endpoint_config.get("params", {}) - resource_config = endpoint_config.get("resource", {}) - - include_from_parent: list[str] = resource_config.pop("include_from_parent", []) - - incremental_object, incremental_param = setup_incremental_object( - request_params, endpoint_config.get("incremental") - ) - - if endpoint_config.get("_resolved_param") is None: - - def paginate_resource( - method, - path, - params, - paginator, - incremental_object=incremental_object, - incremental_param=incremental_param, - ): - if incremental_object: - params[incremental_param] = incremental_object.last_value - - yield from client.paginate( - method=method, - path=path, - params=params, - paginator=paginator, - ) - - resources[resource_name] = dlt.resource( - paginate_resource, name=resource_name, **resource_config - )( - method=endpoint_config.get("method", "get"), - path=endpoint_config.get("path"), - params=request_params, - paginator=create_paginator(endpoint_config.get("paginator")), - ) - - else: - resolved_param: ResolvedParam = endpoint_config["_resolved_param"] - - predecessor = resources[resolved_param.resolve_config.resource_name] - - param_name = resolved_param.param_name - request_params.pop(param_name, None) - - def paginate_dependent_resource( - items, - method, - path, - params, - paginator, - param_name=param_name, - field_path=resolved_param.resolve_config.field_path, - ): - items = items or [] - for item in items: - formatted_path = path.format(**{param_name: item[field_path]}) - - child_results = client.paginate( - method=method, - path=formatted_path, - params=params, - paginator=paginator, - ) - - parent_resource_name = resolved_param.resolve_config.resource_name - for r in child_results: - if r: - yield _add_from_parent( - r, - item, - include_from_parent, - parent_resource_name, - ) - else: - yield r - - resources[resource_name] = dlt.resource( - paginate_dependent_resource, - name=resource_name, - data_from=predecessor, - **resource_config, - )( - method=endpoint_config.get("method", "get"), - path=endpoint_config.get("path"), - params=request_params, - paginator=create_paginator(endpoint_config.get("paginator")), - ) - - return list(resources.values()) - - -def _add_from_parent( - child_records, - parent_record, - include_from_parent, - parent_resource_name, -): - """allows dependent resource to include parent resource values - which are not in the response of the child resource""" - for child in child_records: - for parent_field in include_from_parent: - field_from_parent = f"_{parent_resource_name}_{parent_field}" - if field_from_parent not in child: - child[field_from_parent] = parent_record[parent_field] - return child_records - - -# -# Alternative implementation -# - - -@dataclass -class Endpoint: - path: str - method: str = "get" - params: Optional[Dict[str, Any]] = None - json: Optional[Dict[str, Any]] = None - paginator: Optional[PaginatorType] = None - incremental: Optional[IncrementalConfig] = None - - -class EndpointResource: - def __init__( - self, endpoint: Endpoint, name: Optional[str] = None, **resource_kwargs - ): - self.endpoint = endpoint - self.name = name or endpoint.path - self.resource_kwargs = resource_kwargs - - -@dlt.source -def rest_api_resources_v2(client: RESTClient, *resources: EndpointResource): - """ - Alternative implementation of the rest_api_source function that uses - classes to represent the resources and their dependencies: - - Example: - github_source = rest_api_resources_v2( - Client( - base_url="https://api.github.com/repos/dlt-hub/dlt/", - paginator="header_links", - auth=BearerTokenAuth(dlt.secrets["token"]), - ), - Resource( - Endpoint( - "issues/{issue_id}/comments", - params={ - "per_page": 100, - "since": dlt.sources.incremental( - "updated_at", initial_value="2024-01-25T11:21:28Z" - ), - "issue_id": resolve_from("issues", "id"), - }, - ), - primary_key="id", - write_disposition="merge", - ), - Resource( - Endpoint( - "issues", - params={ - "per_page": 100, - "sort": "updated", - "direction": "desc", - "state": "open", - }, - ), - primary_key="id", - write_disposition="merge", - name="issues", - ) - ) - """ - dependency_graph = graphlib.TopologicalSorter() - resource_config_map: Dict[str, EndpointResource] = {} - dlt_resources: Dict[str, DltResource] = {} - - # Create the dependency graph - for resource in resources: - resource_name = resource.name - resolved_params = [ - ResolvedParam(key, value) - for key, value in resource.endpoint.params.items() - if isinstance(value, ResolveConfig) - ] - - if len(resolved_params) > 1: - raise ValueError( - f"Multiple resolved params for resource {resource_name}: {resolved_params}" - ) - - predecessors = set(x.resolve_config.resource_name for x in resolved_params) - - dependency_graph.add(resource_name, *predecessors) - - # Store resolved param - resource.endpoint._resolved_param = ( - resolved_params[0] if resolved_params else None - ) - resource_config_map[resource_name] = resource - - # Create the resources - for resource_name in dependency_graph.static_order(): - resource_config = resource_config_map[resource_name] - endpoint = resource_config.endpoint - request_params = endpoint.params or {} - - incremental_object, incremental_param = setup_incremental_object( - request_params, endpoint.incremental - ) - - if endpoint._resolved_param is None: - - def paginate_resource( - method, - path, - params, - paginator, - incremental_object=incremental_object, - incremental_param=incremental_param, - ): - if incremental_object: - params[incremental_param] = incremental_object.last_value - - yield from client.paginate( - method=method, - path=path, - params=params, - paginator=paginator, - ) - - dlt_resources[resource_name] = dlt.resource( - paginate_resource, name=resource_name, **resource.resource_kwargs - )( - method=endpoint.method, - path=endpoint.path, - params=request_params, - paginator=create_paginator(endpoint.paginator), - ) - - else: - resolved_param: ResolvedParam = endpoint._resolved_param - - predecessor = dlt_resources[resolved_param.resolve_config.resource_name] - - param_name = resolved_param.param_name - request_params.pop(param_name, None) - - def paginate_dependent_resource( - items, - method, - path, - params, - paginator, - param_name=param_name, - field_path=resolved_param.resolve_config.field_path, - ): - items = items or [] - for item in items: - formatted_path = path.format(**{param_name: item[field_path]}) - - yield from client.paginate( - method=method, - path=formatted_path, - params=params, - paginator=paginator, - ) - - dlt_resources[resource_name] = dlt.resource( - paginate_dependent_resource, - name=resource_name, - data_from=predecessor, - **resource.resource_kwargs, - )( - method=endpoint.method, - path=endpoint.path, - params=request_params, - paginator=create_paginator(endpoint.paginator), - ) - - return list(dlt_resources.values()) diff --git a/sources/rest_api_pipeline.py b/sources/rest_api_pipeline.py index 4d0d91a60..79f2466ef 100644 --- a/sources/rest_api_pipeline.py +++ b/sources/rest_api_pipeline.py @@ -1,11 +1,5 @@ import dlt -from rest_api import ( - rest_api_source, - ResolveConfig as resolve_from, - rest_api_resources_v2, -) -from rest_api import RESTClient, EndpointResource, Endpoint -from rest_api.auth import BearerTokenAuth +from rest_api import rest_api_source def load_github(): @@ -77,98 +71,6 @@ def load_github(): print(load_info) -def load_github_legacy(): - pipeline = dlt.pipeline( - pipeline_name="rest_api_github_v1", - destination="duckdb", - dataset_name="rest_api_data", - ) - - github_source = rest_api_source( - { - "client": { - "base_url": "https://api.github.com/repos/dlt-hub/dlt/", - # If you leave out the paginator, it will be inferred from the API: - # "paginator": "header_links", - "auth": { - "token": dlt.secrets["github_token"], - }, - }, - "endpoints": { - "issues/{issue_number}/comments": { - "params": { - "per_page": 100, - "issue_number": resolve_from("issues", "number"), - }, - "resource": { - "primary_key": "id", - }, - }, - "issues": { - "params": { - "per_page": 100, - "sort": "updated", - "direction": "desc", - "state": "open", - "since": dlt.sources.incremental( - "updated_at", initial_value="2024-01-25T11:21:28Z" - ), - }, - "resource": { - "primary_key": "id", - "write_disposition": "merge", - }, - }, - }, - } - ) - - load_info = pipeline.run(github_source) - print(load_info) - - -def load_github_v2(): - pipeline = dlt.pipeline( - pipeline_name="rest_api_github_v2", - destination="duckdb", - dataset_name="rest_api_data", - ) - - github_source = rest_api_resources_v2( - RESTClient( - base_url="https://api.github.com/repos/dlt-hub/dlt/", - auth=BearerTokenAuth(dlt.secrets["github_token"]), - ), - EndpointResource( - Endpoint( - "issues", - params={ - "per_page": 100, - "sort": "updated", - "direction": "desc", - "state": "open", - }, - ), - name="issues", - primary_key="id", - write_disposition="merge", - ), - EndpointResource( - Endpoint( - "issues/{issue_number}/comments", - params={ - "per_page": 100, - "issue_number": resolve_from("issues", "number"), - }, - ), - primary_key="id", - ), - ) - - load_info = pipeline.run(github_source) - print(load_info) - - def load_pokemon(): pipeline = dlt.pipeline( pipeline_name="rest_api_pokemon", From d5eaee1718e51caac4959ce543ba05be08458252 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Thu, 22 Feb 2024 12:31:23 +0300 Subject: [PATCH 029/121] Add `records_key` to `SinglePagePaginator` --- sources/rest_api/paginators.py | 11 ++++++++++- 1 file changed, 10 insertions(+), 1 deletion(-) diff --git a/sources/rest_api/paginators.py b/sources/rest_api/paginators.py index e63754e85..565b8c3a8 100644 --- a/sources/rest_api/paginators.py +++ b/sources/rest_api/paginators.py @@ -75,6 +75,13 @@ def extract_records(self, response: Response) -> Any: class SinglePagePaginator(BasePaginator): """A paginator for single-page API responses.""" + def __init__( + self, + records_key: Union[str, Sequence[str]] = None, + ): + super().__init__() + self.records_key = records_key + self._records_accessor = create_nested_accessor(records_key) def update_state(self, response: Response) -> None: self._has_next_page = False @@ -83,7 +90,9 @@ def prepare_next_request_args(self, url, params, json): return None, None, None def extract_records(self, response: Response) -> Any: - return response.json() + if self.records_key is None: + return response.json() + return self._records_accessor(response.json()) class OffsetPaginator(BasePaginator): From 2f580a300dd143ecb7bda283ac30a289a56d338b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Willi=20M=C3=BCller?= Date: Thu, 22 Feb 2024 20:04:42 +0100 Subject: [PATCH 030/121] [REST Source] completes renaming of default_paginator to paginator (#370) completes renaming of default_paginator to paginator --- sources/rest_api/__init__.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 5f611adeb..eee944e67 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -47,7 +47,7 @@ class AuthConfig(TypedDict, total=False): class ClientConfig(TypedDict, total=False): base_url: str auth: Optional[AuthConfig] - default_paginator: Optional[PaginatorType] + paginator: Optional[PaginatorType] class IncrementalConfig(TypedDict, total=False): @@ -110,7 +110,7 @@ def make_client_config(config): return { "base_url": client_config.get("base_url"), "auth": create_auth(client_config.get("auth")), - "paginator": create_paginator(client_config.get("default_paginator")), + "paginator": create_paginator(client_config.get("paginator")), } From 168b11a388577a57bd2193202cf1f6d5dc39a9e3 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Sun, 25 Feb 2024 15:54:29 +0100 Subject: [PATCH 031/121] Add tests and pagination --- pyproject.toml | 1 + sources/rest_api/__init__.py | 105 +++++++++---- sources/rest_api/paginators.py | 7 + sources/rest_api/utils.py | 2 +- tests/rest_api/conftest.py | 76 ++++++++++ tests/rest_api/invalid_configs.py | 39 +++++ tests/rest_api/test_client.py | 42 +++++ tests/rest_api/test_paginators.py | 106 +++++++++++++ tests/rest_api/test_rest_api_source.py | 6 - .../rest_api/test_rest_api_source_offline.py | 143 ++++++++++++++++++ 10 files changed, 492 insertions(+), 35 deletions(-) create mode 100644 tests/rest_api/conftest.py create mode 100644 tests/rest_api/invalid_configs.py create mode 100644 tests/rest_api/test_client.py create mode 100644 tests/rest_api/test_paginators.py create mode 100644 tests/rest_api/test_rest_api_source_offline.py diff --git a/pyproject.toml b/pyproject.toml index f2cf9895d..21f11cbda 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -13,6 +13,7 @@ packages = [{include = "sources"}] [tool.poetry.dependencies] python = ">=3.8.1,<3.13" dlt = {version = "0.4.4", allow-prereleases = true, extras = ["redshift", "bigquery", "postgres", "duckdb", "s3", "gs"]} +graphlib-backport = {version = "*", python = "<3.9"} [tool.poetry.group.dev.dependencies] mypy = "1.6.1" diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index eee944e67..2ffdd7d69 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -1,11 +1,22 @@ """Generic API Source""" -from dataclasses import dataclass import copy -from typing import Any, Dict, NamedTuple, Optional, TypedDict, Union +from typing import ( + Type, + TypeVar, + Any, + Dict, + Tuple, + List, + NamedTuple, + Optional, + TypedDict, + Union, +) +import graphlib import dlt -import graphlib +from dlt.common.validation import validate_dict from dlt.common.schema.typing import ( TColumnNames, # TSchemaContract, @@ -38,6 +49,7 @@ PaginatorType = Union[str, BasePaginator] +PaginatorConfigType = TypeVar("PaginatorConfigType", bound=Dict[str, Any]) class AuthConfig(TypedDict, total=False): @@ -67,45 +79,73 @@ class ResolvedParam(NamedTuple): class Endpoint(TypedDict, total=False): - path: str - method: str + path: Optional[str] + method: Optional[str] params: Optional[Dict[str, Any]] json: Optional[Dict[str, Any]] paginator: Optional[PaginatorType] +# TODO: check why validate_dict does not respect total=False class EndpointResource(TypedDict, total=False): name: TTableHintTemplate[str] - endpoint: Endpoint - write_disposition: TTableHintTemplate[TWriteDisposition] - parent: TTableHintTemplate[str] - columns: TTableHintTemplate[TTableSchemaColumns] - primary_key: TTableHintTemplate[TColumnNames] - merge_key: TTableHintTemplate[TColumnNames] - incremental: Incremental[Any] - # schema_contract: TTableHintTemplate[TSchemaContract] - table_format: TTableHintTemplate[TTableFormat] + endpoint: Optional[Union[str, Endpoint]] + write_disposition: Optional[TTableHintTemplate[TWriteDisposition]] + parent: Optional[TTableHintTemplate[str]] + columns: Optional[TTableHintTemplate[TTableSchemaColumns]] + primary_key: Optional[TTableHintTemplate[TColumnNames]] + merge_key: Optional[TTableHintTemplate[TColumnNames]] + incremental: Optional[Incremental[Any]] + table_format: Optional[TTableHintTemplate[TTableFormat]] + include_from_parent: Optional[List[str]] + + +class FlexibleEndpointResource(EndpointResource, total=False): + name: Optional[TTableHintTemplate[str]] class RESTAPIConfig(TypedDict): client: ClientConfig - resource_defaults: EndpointResource - resources: Dict[str, EndpointResource] + resource_defaults: Optional[FlexibleEndpointResource] + resources: List[Union[str, EndpointResource]] + + +def get_paginator_class(paginator_type: str) -> Type[BasePaginator]: + try: + return PAGINATOR_MAP[paginator_type] + except KeyError: + available_options = ", ".join(PAGINATOR_MAP.keys()) + raise ValueError( + f"Invalid paginator: {paginator_type}. " + f"Available options: {available_options}" + ) -def create_paginator(paginator_config): +def create_paginator( + paginator_config: Union[str, PaginatorConfigType] +) -> Optional[BasePaginator]: if isinstance(paginator_config, BasePaginator): return paginator_config - return PAGINATOR_MAP.get(paginator_config, lambda: None)() + if isinstance(paginator_config, str): + paginator_class = get_paginator_class(paginator_config) + return paginator_class() -def create_auth(auth_config): + if isinstance(paginator_config, dict): + paginator_type = paginator_config.get("type", "auto") + paginator_class = get_paginator_class(paginator_type) + return paginator_class(**remove_key(paginator_config, "type")) + + return None + + +def create_auth(auth_config: Optional[AuthConfig]) -> Optional[AuthBase]: if isinstance(auth_config, AuthBase): return auth_config return BearerTokenAuth(auth_config.get("token")) if auth_config else None -def make_client_config(config): +def make_client_config(config: Dict[str, Any]) -> ClientConfig: client_config = config.get("client", {}) return { "base_url": client_config.get("base_url"), @@ -114,7 +154,9 @@ def make_client_config(config): } -def setup_incremental_object(request_params, incremental_config): +def setup_incremental_object( + request_params: Dict[str, Any], incremental_config: Optional[IncrementalConfig] +) -> Tuple[Optional[Incremental[Any]], Optional[str]]: for key, value in request_params.items(): if isinstance(value, dlt.sources.incremental): return value, key @@ -129,7 +171,9 @@ def setup_incremental_object(request_params, incremental_config): return setup_incremental_object_from_config(incremental_config) -def setup_incremental_object_from_config(config): +def setup_incremental_object_from_config( + config: Optional[IncrementalConfig], +) -> Tuple[Optional[Incremental[Any]], Optional[str]]: return ( ( dlt.sources.incremental( @@ -142,12 +186,12 @@ def setup_incremental_object_from_config(config): ) -def make_parent_key_name(resource_name, field_name): +def make_parent_key_name(resource_name: str, field_name: str) -> str: return f"_{resource_name}_{field_name}" @dlt.source -def rest_api_source(config: RESTAPIConfig): +def rest_api_source(config: RESTAPIConfig) -> List[DltResource]: """ Creates and configures a REST API source for data extraction. @@ -172,7 +216,7 @@ def rest_api_source(config: RESTAPIConfig): return rest_api_resources(config) -def rest_api_resources(config: RESTAPIConfig): +def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: """ Creates and configures a REST API source for data extraction. @@ -226,6 +270,9 @@ def rest_api_resources(config: RESTAPIConfig): ], }) """ + + validate_dict(RESTAPIConfig, config, path=".") + client = RESTClient(**make_client_config(config)) dependency_graph = graphlib.TopologicalSorter() endpoint_resource_map = {} @@ -374,7 +421,7 @@ def paginate_dependent_resource( def make_endpoint_resource( resource: Union[str, EndpointResource], default_config: EndpointResource -): +) -> EndpointResource: """ Creates an EndpointResource object based on the provided resource definition and merges it with the default configuration. @@ -403,7 +450,9 @@ def make_endpoint_resource( return deep_merge(copy.deepcopy(default_config), resource) -def make_resolved_param(key, value): +def make_resolved_param( + key: str, value: Union[ResolveConfig, Dict[str, Any]] +) -> Optional[ResolvedParam]: if isinstance(value, ResolveConfig): return ResolvedParam(key, value) if isinstance(value, dict) and value.get("type") == "resolve": @@ -414,7 +463,7 @@ def make_resolved_param(key, value): return None -def find_resolved_params(endpoint_config): +def find_resolved_params(endpoint_config: Endpoint) -> List[ResolvedParam]: """ Find all resolved params in the endpoint configuration and return a list of ResolvedParam objects. diff --git a/sources/rest_api/paginators.py b/sources/rest_api/paginators.py index 565b8c3a8..4adbab573 100644 --- a/sources/rest_api/paginators.py +++ b/sources/rest_api/paginators.py @@ -75,6 +75,7 @@ def extract_records(self, response: Response) -> Any: class SinglePagePaginator(BasePaginator): """A paginator for single-page API responses.""" + def __init__( self, records_key: Union[str, Sequence[str]] = None, @@ -107,6 +108,7 @@ def __init__( limit_key: str = "limit", total_key: str = "total", ): + super().__init__() self.offset_key = offset_key self.limit_key = limit_key self._records_accessor = create_nested_accessor(records_key) @@ -137,6 +139,11 @@ def prepare_next_request_args(self, url, params, json): return url, params, json + def extract_records(self, response: Response) -> Any: + if self.records_key is None: + return response.json() + return self._records_accessor(response.json()) + class BaseNextUrlPaginator(BasePaginator): def prepare_next_request_args(self, url, params, json): diff --git a/sources/rest_api/utils.py b/sources/rest_api/utils.py index 8dc03d793..91aa5089f 100644 --- a/sources/rest_api/utils.py +++ b/sources/rest_api/utils.py @@ -28,4 +28,4 @@ def deep_merge(a: Dict[str, Any], b: Dict[str, Any]) -> Dict: else: a[key] = value return a - return b \ No newline at end of file + return b diff --git a/tests/rest_api/conftest.py b/tests/rest_api/conftest.py new file mode 100644 index 000000000..53ca5939c --- /dev/null +++ b/tests/rest_api/conftest.py @@ -0,0 +1,76 @@ +import pytest +import requests_mock +import re +import json +from urllib.parse import urlsplit, urlunsplit + +MOCK_BASE_URL = "https://api.example.com" + + +# TODO: Accept page_size +def generate_paginated_response(data, page, total_pages, base_url): + response = { + "data": data, + "page": page, + "total_pages": total_pages, + } + + if page < total_pages: + next_page = page + 1 + + scheme, netloc, path, _, _ = urlsplit(base_url) + next_page = urlunsplit([scheme, netloc, path, f"page={next_page}", ""]) + response["next_page"] = next_page + + return json.dumps(response) + + +def generate_posts(count=100): + return [{"id": i, "title": f"Post {i}"} for i in range(count)] + + +def generate_comments(post_id, count=50): + return [{"id": i, "body": f"Comment {i} for post {post_id}"} for i in range(count)] + + +def paginated_callback(request, context, base_data, base_url): + page = int(request.qs.get("page", [1])[0]) + page_size = 10 + total_items = len(base_data) + total_pages = (total_items + page_size - 1) // page_size + start_index = (page - 1) * 10 + end_index = start_index + 10 + data = base_data[start_index:end_index] + return generate_paginated_response(data, page, total_pages, base_url) + + +@pytest.fixture(scope="module") +def mock_api_server(): + with requests_mock.Mocker() as m: + # Posts data + m.get( + re.compile(r"https://api\.example\.com/posts(\?page=\d+)?$"), + text=lambda request, context: paginated_callback( + request, context, generate_posts(), f"{MOCK_BASE_URL}/posts" + ), + ) + + # Comments data for each post + m.get( + re.compile(r"https://api\.example\.com/posts/(\d+)/comments"), + text=lambda request, context: paginated_callback( + request, + context, + generate_comments(int(request.url.split("/")[-2])), + request.url, + ), + ) + + # Mock the detail endpoint + def detail_callback(request, context): + post_id = request.url.split("/")[-1] + return json.dumps({"id": post_id, "body": f"Post body {post_id}"}) + + m.get(re.compile(r"https://api\.example\.com/posts/\d+$"), text=detail_callback) + + yield m diff --git a/tests/rest_api/invalid_configs.py b/tests/rest_api/invalid_configs.py new file mode 100644 index 000000000..89f53c8d0 --- /dev/null +++ b/tests/rest_api/invalid_configs.py @@ -0,0 +1,39 @@ +from collections import namedtuple +from dlt.common.exceptions import DictValidationException + +ConfigTest = namedtuple("ConfigTest", ["expected_message", "exception", "config"]) + +INVALID_CONFIGS = [ + ConfigTest( + expected_message="following required fields are missing {'resources'}", + exception=DictValidationException, + config={"client": {"base_url": ""}}, + ), + ConfigTest( + expected_message="following required fields are missing {'client'}", + exception=DictValidationException, + config={"resources": []}, + ), + ConfigTest( + expected_message="In ./client: following fields are unexpected {'invalid_key'}", + exception=DictValidationException, + config={ + "client": { + "base_url": "https://api.example.com", + "invalid_key": "value", + }, + "resources": ["posts"], + }, + ), + ConfigTest( + expected_message="Invalid paginator: invalid_paginator. Available options: json_links, header_links, auto, single_page", + exception=ValueError, + config={ + "client": { + "base_url": "https://api.example.com", + "paginator": "invalid_paginator", + }, + "resources": ["posts"], + }, + ), +] diff --git a/tests/rest_api/test_client.py b/tests/rest_api/test_client.py new file mode 100644 index 000000000..e9926376f --- /dev/null +++ b/tests/rest_api/test_client.py @@ -0,0 +1,42 @@ +import pytest +from sources.rest_api.client import RESTClient +from sources.rest_api.paginators import JSONResponsePaginator + + +@pytest.fixture +def rest_client(): + return RESTClient( + base_url="https://api.example.com", + headers={"Accept": "application/json"}, + ) + + +@pytest.mark.usefixtures("mock_api_server") +class TestRESTClient: + def _assert_pagination(self, pages): + for i, page in enumerate(pages): + assert page == [ + {"id": i, "title": f"Post {i}"} for i in range(i * 10, (i + 1) * 10) + ] + + def test_get_single_resource(self, rest_client): + response = rest_client.get("/posts/1") + assert response.status_code == 200 + assert response.json() == {"id": "1", "body": "Post body 1"} + + def test_pagination(self, rest_client): + pages_iter = rest_client.paginate( + "/posts", + paginator=JSONResponsePaginator(next_key="next_page", records_key="data"), + ) + + pages = list(pages_iter) + + self._assert_pagination(pages) + + def test_default_paginator(self, rest_client): + pages_iter = rest_client.paginate("/posts") + + pages = list(pages_iter) + + self._assert_pagination(pages) diff --git a/tests/rest_api/test_paginators.py b/tests/rest_api/test_paginators.py new file mode 100644 index 000000000..38c950ff7 --- /dev/null +++ b/tests/rest_api/test_paginators.py @@ -0,0 +1,106 @@ +import pytest +from unittest.mock import Mock + +from requests.models import Response + +from sources.rest_api.paginators import ( + SinglePagePaginator, + OffsetPaginator, + HeaderLinkPaginator, + JSONResponsePaginator, +) + + +class TestHeaderLinkPaginator: + def test_update_state_with_next(self): + paginator = HeaderLinkPaginator() + response = Mock(Response) + response.links = {"next": {"url": "http://example.com/next"}} + paginator.update_state(response) + assert paginator.next_reference == "http://example.com/next" + assert paginator.has_next_page is True + + def test_update_state_without_next(self): + paginator = HeaderLinkPaginator() + response = Mock(Response) + response.links = {} + paginator.update_state(response) + assert paginator.has_next_page is False + + def test_extract_records(self): + paginator = HeaderLinkPaginator() + response = Mock(Response, json=lambda: {"key": "value"}) + assert paginator.extract_records(response) == {"key": "value"} + + +class TestJSONResponsePaginator: + def test_update_state_with_next(self): + paginator = JSONResponsePaginator() + response = Mock( + Response, json=lambda: {"next": "http://example.com/next", "results": []} + ) + paginator.update_state(response) + assert paginator.next_reference == "http://example.com/next" + assert paginator.has_next_page is True + + def test_update_state_without_next(self): + paginator = JSONResponsePaginator() + response = Mock(Response, json=lambda: {"results": []}) + paginator.update_state(response) + assert paginator.next_reference is None + assert paginator.has_next_page is False + + def test_extract_records(self): + paginator = JSONResponsePaginator() + response = Mock(Response, json=lambda: {"results": ["record1", "record2"]}) + assert paginator.extract_records(response) == ["record1", "record2"] + + +class TestSinglePagePaginator: + def test_update_state(self): + paginator = SinglePagePaginator() + response = Mock(Response) + paginator.update_state(response) + assert paginator.has_next_page is False + + def test_update_state_with_next(self): + paginator = SinglePagePaginator() + response = Mock( + Response, json=lambda: {"next": "http://example.com/next", "results": []} + ) + response.links = {"next": {"url": "http://example.com/next"}} + paginator.update_state(response) + assert paginator.has_next_page is False + + def test_extract_records(self): + paginator = SinglePagePaginator() + response = Mock(Response, json=lambda: {"key": "value"}) + assert paginator.extract_records(response) == {"key": "value"} + + +class TestOffsetPaginator: + def test_update_state(self): + paginator = OffsetPaginator(0, 10) + response = Mock(Response, json=lambda: {"total": 20}) + paginator.update_state(response) + assert paginator.offset == 10 + assert paginator.has_next_page is True + + # Test for reaching the end + paginator.update_state(response) + assert paginator.has_next_page is False + + def test_update_state_without_total(self): + paginator = OffsetPaginator(0, 10) + response = Mock(Response, json=lambda: {}) + with pytest.raises(ValueError): + paginator.update_state(response) + + def test_prepare_next_request_args(self): + paginator = OffsetPaginator(0, 10) + updated_url, updated_params, updated_json = paginator.prepare_next_request_args( + "http://example.com", {}, {} + ) + assert updated_url == "http://example.com" + assert updated_params == {"offset": 0, "limit": 10} + assert updated_json == {} diff --git a/tests/rest_api/test_rest_api_source.py b/tests/rest_api/test_rest_api_source.py index 7b3171712..326515bc7 100644 --- a/tests/rest_api/test_rest_api_source.py +++ b/tests/rest_api/test_rest_api_source.py @@ -43,9 +43,3 @@ def test_rest_api_source(destination_name: str) -> None: assert table_counts["pokemon"] == 1302 assert table_counts["berry"] == 64 assert table_counts["location"] == 1036 - - -# TODO: Add incorrect config test -# - incorrect default_resource (missing endpoint, nested params) -# - incorrect resources -# - incorrect key (default_resource) \ No newline at end of file diff --git a/tests/rest_api/test_rest_api_source_offline.py b/tests/rest_api/test_rest_api_source_offline.py new file mode 100644 index 000000000..ce9ed217d --- /dev/null +++ b/tests/rest_api/test_rest_api_source_offline.py @@ -0,0 +1,143 @@ +import pytest + +import dlt +from tests.utils import assert_load_info, load_table_counts, assert_query_data + +from sources.rest_api import rest_api_source +from sources.rest_api import ( + RESTAPIConfig, + ClientConfig, + EndpointResource, + Endpoint, +) + +from .invalid_configs import INVALID_CONFIGS + + +def test_test_load_mock_api(mock_api_server): + pipeline = dlt.pipeline( + pipeline_name="rest_api_mock", + destination="duckdb", + dataset_name="rest_api_mock", + full_refresh=True, + ) + + mock_source = rest_api_source( + { + "client": {"base_url": "https://api.example.com"}, + "resources": [ + "posts", + { + "name": "post_comments", + "endpoint": { + "path": "posts/{post_id}/comments", + "params": { + "post_id": { + "type": "resolve", + "resource": "posts", + "field": "id", + } + }, + }, + }, + { + "name": "post_details", + "endpoint": { + "path": "posts/{post_id}", + "params": { + "post_id": { + "type": "resolve", + "resource": "posts", + "field": "id", + } + }, + "paginator": "single_page", + }, + }, + ], + } + ) + + load_info = pipeline.run(mock_source) + print(load_info) + assert_load_info(load_info) + table_names = [t["name"] for t in pipeline.default_schema.data_tables()] + table_counts = load_table_counts(pipeline, *table_names) + + assert table_counts.keys() == {"posts", "post_comments", "post_details"} + + assert table_counts["posts"] == 100 + assert table_counts["post_details"] == 100 + assert table_counts["post_comments"] == 5000 + + with pipeline.sql_client() as client: + posts_table = client.make_qualified_table_name("posts") + posts_details_table = client.make_qualified_table_name("post_details") + post_comments_table = client.make_qualified_table_name("post_comments") + + assert_query_data( + pipeline, + f"SELECT title FROM {posts_table} limit 5", + [f"Post {i}" for i in range(5)], + ) + + assert_query_data( + pipeline, + f"SELECT body FROM {posts_details_table} limit 5", + [f"Post body {i}" for i in range(5)], + ) + + assert_query_data( + pipeline, + f"SELECT body FROM {post_comments_table} limit 5", + [f"Comment {i} for post 0" for i in range(5)], + ) + + +@pytest.mark.skip +def test_test_load_mock_api_typeddict_config(mock_api_server): + pipeline = dlt.pipeline( + pipeline_name="rest_api_mock", + destination="duckdb", + dataset_name="rest_api_mock", + full_refresh=True, + ) + + mock_source = rest_api_source( + RESTAPIConfig( + client=ClientConfig(base_url="https://api.example.com"), + resources=[ + "posts", + EndpointResource( + name="post_comments", + endpoint=Endpoint( + path="posts/{post_id}/comments", + params={ + "post_id": { + "type": "resolve", + "resource": "posts", + "field": "id", + } + }, + ), + ), + ], + ) + ) + + load_info = pipeline.run(mock_source) + print(load_info) + assert_load_info(load_info) + table_names = [t["name"] for t in pipeline.default_schema.data_tables()] + table_counts = load_table_counts(pipeline, *table_names) + + assert table_counts.keys() == {"posts", "post_comments"} + + assert table_counts["posts"] == 100 + assert table_counts["post_comments"] == 5000 + + +@pytest.mark.parametrize("expected_message, exception, invalid_config", INVALID_CONFIGS) +def test_invalid_configurations(expected_message, exception, invalid_config): + with pytest.raises(exception, match=expected_message): + rest_api_source(invalid_config) From e13cff275c9d7f88eeb81757366dca75482fbe01 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Mon, 26 Feb 2024 14:28:40 +0100 Subject: [PATCH 032/121] Temporary disable paginator type check --- sources/rest_api/__init__.py | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 2ffdd7d69..3bc263338 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -3,7 +3,6 @@ import copy from typing import ( Type, - TypeVar, Any, Dict, Tuple, @@ -48,8 +47,8 @@ } -PaginatorType = Union[str, BasePaginator] -PaginatorConfigType = TypeVar("PaginatorConfigType", bound=Dict[str, Any]) +PaginatorConfigDict = Dict[str, Any] +PaginatorType = Union[Any, BasePaginator, str, PaginatorConfigDict] class AuthConfig(TypedDict, total=False): @@ -122,7 +121,7 @@ def get_paginator_class(paginator_type: str) -> Type[BasePaginator]: def create_paginator( - paginator_config: Union[str, PaginatorConfigType] + paginator_config: PaginatorType ) -> Optional[BasePaginator]: if isinstance(paginator_config, BasePaginator): return paginator_config From f14f539add57fc845649a71e10a8d1f6f834484c Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Willi=20M=C3=BCller?= Date: Mon, 26 Feb 2024 14:32:43 +0100 Subject: [PATCH 033/121] [REST source] test case for dependent resource (#371) --- tests/rest_api/test_rest_api_source.py | 100 ++++++++++++++++++++++--- 1 file changed, 89 insertions(+), 11 deletions(-) diff --git a/tests/rest_api/test_rest_api_source.py b/tests/rest_api/test_rest_api_source.py index 326515bc7..5960d9867 100644 --- a/tests/rest_api/test_rest_api_source.py +++ b/tests/rest_api/test_rest_api_source.py @@ -1,19 +1,21 @@ -from tests.utils import ALL_DESTINATIONS, assert_load_info, load_table_counts -import pytest import dlt +import pytest -from sources.rest_api import rest_api_source +from sources.rest_api import SinglePagePaginator, rest_api_source +from tests.utils import ALL_DESTINATIONS, assert_load_info, load_table_counts -@pytest.mark.parametrize("destination_name", ALL_DESTINATIONS) -def test_rest_api_source(destination_name: str) -> None: - pipeline = dlt.pipeline( +def _make_pipeline(destination_name: str): + return dlt.pipeline( pipeline_name="rest_api", destination=destination_name, dataset_name="rest_api_data", full_refresh=True, ) + +@pytest.mark.parametrize("destination_name", ALL_DESTINATIONS) +def test_rest_api_source(destination_name: str) -> None: config = { "client": { "base_url": "https://pokeapi.co/api/v2/", @@ -26,20 +28,96 @@ def test_rest_api_source(destination_name: str) -> None: } }, "resources": [ - "pokemon", + { + "name": "pokemon_list", + "endpoint": "pokemon", + }, "berry", "location", ], } - - load_info = pipeline.run(rest_api_source(config)) + data = rest_api_source(config) + pipeline = _make_pipeline(destination_name) + load_info = pipeline.run(data) print(load_info) assert_load_info(load_info) table_names = [t["name"] for t in pipeline.default_schema.data_tables()] table_counts = load_table_counts(pipeline, *table_names) - assert table_counts.keys() == {"pokemon", "berry", "location"} + assert table_counts.keys() == {"pokemon_list", "berry", "location"} - assert table_counts["pokemon"] == 1302 + assert table_counts["pokemon_list"] == 1302 assert table_counts["berry"] == 64 assert table_counts["location"] == 1036 + + +# TODO: Add incorrect config test +# - incorrect default_resource (missing endpoint, nested params) +# - incorrect resources +# - incorrect key (default_resource) + + +@pytest.mark.parametrize("destination_name", ALL_DESTINATIONS) +def test_dependent_resource(destination_name: str) -> None: + config = { + "client": { + "base_url": "https://pokeapi.co/api/v2/", + }, + "resource_defaults": { + "endpoint": { + "params": { + "limit": 1000, + }, + } + }, + "resources": [ + { + "name": "pokemon_list", + "endpoint": { + "path": "pokemon", + "paginator": SinglePagePaginator(records_key="results"), + "params": { + "limit": 2, + }, + }, + }, + { + "name": "pokemon", + "endpoint": { + "path": "pokemon/{name}", + "params": { + "name": { + "type": "resolve", + "resource": "pokemon_list", + "field": "name", + }, + }, + "paginator": "single_page", + }, + }, + ], + } + + data = ( + rest_api_source(config).with_resources("pokemon_list", "pokemon") + ) + pipeline = _make_pipeline(destination_name) + load_info = pipeline.run(data) + assert_load_info(load_info) + table_names = [t["name"] for t in pipeline.default_schema.data_tables()] + table_counts = load_table_counts(pipeline, *table_names) + + assert list(table_counts.keys()) == [ + "pokemon", + "pokemon__types", + "pokemon__stats", + "pokemon__moves__version_group_details", + "pokemon__moves", + "pokemon__game_indices", + "pokemon__forms", + "pokemon__abilities", + "pokemon_list", + ] + + assert table_counts["pokemon_list"] == 2 + assert table_counts["pokemon"] == 2 From 10bd716ab38cc28da19c9f0824980c29c1d47f2f Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Mon, 26 Feb 2024 14:34:40 +0100 Subject: [PATCH 034/121] Remove comments --- tests/rest_api/test_rest_api_source.py | 10 +--------- 1 file changed, 1 insertion(+), 9 deletions(-) diff --git a/tests/rest_api/test_rest_api_source.py b/tests/rest_api/test_rest_api_source.py index 5960d9867..7e4232d4e 100644 --- a/tests/rest_api/test_rest_api_source.py +++ b/tests/rest_api/test_rest_api_source.py @@ -51,12 +51,6 @@ def test_rest_api_source(destination_name: str) -> None: assert table_counts["location"] == 1036 -# TODO: Add incorrect config test -# - incorrect default_resource (missing endpoint, nested params) -# - incorrect resources -# - incorrect key (default_resource) - - @pytest.mark.parametrize("destination_name", ALL_DESTINATIONS) def test_dependent_resource(destination_name: str) -> None: config = { @@ -98,9 +92,7 @@ def test_dependent_resource(destination_name: str) -> None: ], } - data = ( - rest_api_source(config).with_resources("pokemon_list", "pokemon") - ) + data = rest_api_source(config).with_resources("pokemon_list", "pokemon") pipeline = _make_pipeline(destination_name) load_info = pipeline.run(data) assert_load_info(load_info) From 0b313017038888fbf847c52c287c041b184b4ea7 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Tue, 27 Feb 2024 07:50:52 +0100 Subject: [PATCH 035/121] Reuse MOCK_BASE_URL for all endpoints --- tests/rest_api/conftest.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/tests/rest_api/conftest.py b/tests/rest_api/conftest.py index 53ca5939c..fec6fcd47 100644 --- a/tests/rest_api/conftest.py +++ b/tests/rest_api/conftest.py @@ -49,7 +49,7 @@ def mock_api_server(): with requests_mock.Mocker() as m: # Posts data m.get( - re.compile(r"https://api\.example\.com/posts(\?page=\d+)?$"), + re.compile(f"{MOCK_BASE_URL}/posts(\?page=\d+)?$"), text=lambda request, context: paginated_callback( request, context, generate_posts(), f"{MOCK_BASE_URL}/posts" ), @@ -57,7 +57,7 @@ def mock_api_server(): # Comments data for each post m.get( - re.compile(r"https://api\.example\.com/posts/(\d+)/comments"), + re.compile(f"{MOCK_BASE_URL}/posts/(\d+)/comments"), text=lambda request, context: paginated_callback( request, context, @@ -71,6 +71,6 @@ def detail_callback(request, context): post_id = request.url.split("/")[-1] return json.dumps({"id": post_id, "body": f"Post body {post_id}"}) - m.get(re.compile(r"https://api\.example\.com/posts/\d+$"), text=detail_callback) + m.get(re.compile(f"{MOCK_BASE_URL}/posts/\d+$"), text=detail_callback) yield m From 65c6617d70f91b07bac6b4ec985ee9b2536ea9b5 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Tue, 27 Feb 2024 08:10:24 +0100 Subject: [PATCH 036/121] Rename the config container --- tests/rest_api/{invalid_configs.py => source_configs.py} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename tests/rest_api/{invalid_configs.py => source_configs.py} (100%) diff --git a/tests/rest_api/invalid_configs.py b/tests/rest_api/source_configs.py similarity index 100% rename from tests/rest_api/invalid_configs.py rename to tests/rest_api/source_configs.py From a554efafa10141be868bd8c1e989165bcbd5129d Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Tue, 27 Feb 2024 08:12:26 +0100 Subject: [PATCH 037/121] Add tests for valid source configurations --- tests/rest_api/source_configs.py | 55 +++++++++++++++++++ .../rest_api/test_rest_api_source_offline.py | 7 ++- 2 files changed, 61 insertions(+), 1 deletion(-) diff --git a/tests/rest_api/source_configs.py b/tests/rest_api/source_configs.py index 89f53c8d0..2e1de6c74 100644 --- a/tests/rest_api/source_configs.py +++ b/tests/rest_api/source_configs.py @@ -1,5 +1,7 @@ from collections import namedtuple from dlt.common.exceptions import DictValidationException +from sources.rest_api.paginators import SinglePagePaginator + ConfigTest = namedtuple("ConfigTest", ["expected_message", "exception", "config"]) @@ -37,3 +39,56 @@ }, ), ] + + +VALID_CONFIGS = [ + { + "client": {"base_url": "https://api.example.com"}, + "resources": [ + "posts", + { + "name": "post_comments", + "endpoint": { + "path": "posts/{post_id}/comments", + "params": { + "post_id": { + "type": "resolve", + "resource": "posts", + "field": "id", + }, + }, + }, + }, + ], + }, + { + "client": {"base_url": "https://api.example.com"}, + "resources": [ + { + "name": "posts", + "endpoint": { + "path": "posts", + "params": { + "limit": 100, + }, + "paginator": "json_links", + }, + }, + ], + }, + { + "client": {"base_url": "https://api.example.com"}, + "resources": [ + { + "name": "posts", + "endpoint": { + "path": "posts", + "params": { + "limit": 1, + }, + "paginator": SinglePagePaginator(), + }, + }, + ], + }, +] diff --git a/tests/rest_api/test_rest_api_source_offline.py b/tests/rest_api/test_rest_api_source_offline.py index ce9ed217d..5cdecf9ea 100644 --- a/tests/rest_api/test_rest_api_source_offline.py +++ b/tests/rest_api/test_rest_api_source_offline.py @@ -11,7 +11,7 @@ Endpoint, ) -from .invalid_configs import INVALID_CONFIGS +from .source_configs import VALID_CONFIGS, INVALID_CONFIGS def test_test_load_mock_api(mock_api_server): @@ -141,3 +141,8 @@ def test_test_load_mock_api_typeddict_config(mock_api_server): def test_invalid_configurations(expected_message, exception, invalid_config): with pytest.raises(exception, match=expected_message): rest_api_source(invalid_config) + + +@pytest.mark.parametrize("valid_config", VALID_CONFIGS) +def test_valid_configurations(valid_config): + rest_api_source(valid_config) From e6e692709abf9c5fb2449b73d0dca89d61659af1 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Tue, 27 Feb 2024 11:31:35 +0100 Subject: [PATCH 038/121] Add Flask-style paginaton --- tests/rest_api/conftest.py | 59 +++++++++++++++++++++++--------------- 1 file changed, 36 insertions(+), 23 deletions(-) diff --git a/tests/rest_api/conftest.py b/tests/rest_api/conftest.py index fec6fcd47..3f8776cd3 100644 --- a/tests/rest_api/conftest.py +++ b/tests/rest_api/conftest.py @@ -7,6 +7,26 @@ MOCK_BASE_URL = "https://api.example.com" +class APIRouter: + def __init__(self, base_url): + self.routes = [] + self.base_url = base_url + + def get(self, pattern): + def decorator(func): + self.routes.append((re.compile(f"{self.base_url}{pattern}"), func)) + return func + + return decorator + + def register_routes(self, mocker): + for pattern, callback in self.routes: + mocker.register_uri("GET", pattern, text=callback) + + +router = APIRouter(MOCK_BASE_URL) + + # TODO: Accept page_size def generate_paginated_response(data, page, total_pages, base_url): response = { @@ -33,7 +53,7 @@ def generate_comments(post_id, count=50): return [{"id": i, "body": f"Comment {i} for post {post_id}"} for i in range(count)] -def paginated_callback(request, context, base_data, base_url): +def paginate_response(request, context, base_data, base_url): page = int(request.qs.get("page", [1])[0]) page_size = 10 total_items = len(base_data) @@ -47,30 +67,23 @@ def paginated_callback(request, context, base_data, base_url): @pytest.fixture(scope="module") def mock_api_server(): with requests_mock.Mocker() as m: - # Posts data - m.get( - re.compile(f"{MOCK_BASE_URL}/posts(\?page=\d+)?$"), - text=lambda request, context: paginated_callback( - request, context, generate_posts(), f"{MOCK_BASE_URL}/posts" - ), - ) - - # Comments data for each post - m.get( - re.compile(f"{MOCK_BASE_URL}/posts/(\d+)/comments"), - text=lambda request, context: paginated_callback( - request, - context, - generate_comments(int(request.url.split("/")[-2])), - request.url, - ), - ) - - # Mock the detail endpoint - def detail_callback(request, context): + + @router.get("/posts(\?page=\d+)?$") + def posts(request, context): + return paginate_response(request, context, generate_posts(), request.url) + + @router.get("/posts/(\d+)/comments") + def post_comments(request, context): + post_id = int(request.url.split("/")[-2]) + return paginate_response( + request, context, generate_comments(post_id), request.url + ) + + @router.get("/posts/\d+$") + def post_detail(request, context): post_id = request.url.split("/")[-1] return json.dumps({"id": post_id, "body": f"Post body {post_id}"}) - m.get(re.compile(f"{MOCK_BASE_URL}/posts/\d+$"), text=detail_callback) + router.register_routes(m) yield m From 06a054edfdb90770d83d8283501529cdff67e288 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Willi=20M=C3=BCller?= Date: Tue, 27 Feb 2024 15:24:24 +0100 Subject: [PATCH 039/121] [REST API source] adds function to check connection (#357) --- sources/rest_api/__init__.py | 14 +++- sources/rest_api_pipeline.py | 120 +++++++++++++++++++++-------------- 2 files changed, 84 insertions(+), 50 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 3bc263338..bcee38d06 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -24,8 +24,9 @@ TWriteDisposition, ) from dlt.extract.incremental import Incremental -from dlt.extract.source import DltResource +from dlt.extract.source import DltResource, DltSource from dlt.extract.typing import TTableHintTemplate +from dlt.common import logger from .auth import BearerTokenAuth, AuthBase from .client import RESTClient @@ -476,3 +477,14 @@ def find_resolved_params(endpoint_config: Endpoint) -> List[ResolvedParam]: if isinstance(value, ResolveConfig) or (isinstance(value, dict) and value.get("type") == "resolve") ] + +def check_connection( + source: DltSource, + *resource_names: list[str], +) -> tuple[bool, str]: + try: + list(source.with_resources(*resource_names).add_limit(1)) + return (True, "") + except Exception as e: + logger.error(f"Error checking connection: {e}") + return (False, str(e)) diff --git a/sources/rest_api_pipeline.py b/sources/rest_api_pipeline.py index 79f2466ef..94e05621e 100644 --- a/sources/rest_api_pipeline.py +++ b/sources/rest_api_pipeline.py @@ -1,5 +1,5 @@ import dlt -from rest_api import rest_api_source +from rest_api import check_connection, rest_api_source def load_github(): @@ -9,63 +9,75 @@ def load_github(): dataset_name="rest_api_data", ) - github_source = rest_api_source( - { - "client": { - "base_url": "https://api.github.com/repos/dlt-hub/dlt/", - "auth": { - "token": dlt.secrets["github_token"], + github_config = { + "client": { + "base_url": "https://api.github.com/repos/dlt-hub/dlt/", + "auth": { + "token": dlt.secrets["github_token"], + }, + }, + # Default params for all resouces and their endpoints + "resource_defaults": { + "primary_key": "id", + "write_disposition": "merge", + "endpoint": { + "params": { + "per_page": 100, }, }, - # Default params for all resouces and their endpoints - "resource_defaults": { - "primary_key": "id", - "write_disposition": "merge", + }, + "resources": [ + # "pulls", <- This is both name and endpoint path + # { + # "name": "pulls", + # "endpoint": "pulls", # <- This is the endpoint path + # } + { + "name": "issues", "endpoint": { + "path": "issues", "params": { - "per_page": 100, - }, - }, - }, - "resources": [ - # "pulls", <- This is both name and endpoint path - # { - # "name": "pulls", - # "endpoint": "pulls", # <- This is the endpoint path - # } - { - "name": "issues", - "endpoint": { - "path": "issues", - "params": { - "sort": "updated", - "direction": "desc", - "state": "open", - "since": { - "type": "incremental", - "cursor_path": "updated_at", - "initial_value": "2024-01-25T11:21:28Z", - }, + "sort": "updated", + "direction": "desc", + "state": "open", + "since": { + "type": "incremental", + "cursor_path": "updated_at", + "initial_value": "2024-01-25T11:21:28Z", }, }, }, - { - "name": "issue_comments", - "endpoint": { - "path": "issues/{issue_number}/comments", - "params": { - "issue_number": { - "type": "resolve", - "resource": "issues", - "field": "number", - } - }, + }, + { + "name": "issue_comments", + "endpoint": { + "path": "issues/{issue_number}/comments", + "params": { + "issue_number": { + "type": "resolve", + "resource": "issues", + "field": "number", + } }, - "include_from_parent": ["id"], }, - ], - } - ) + "include_from_parent": ["id"], + }, + ], + } + + not_connecting_config = { + **github_config, + "client": { + "base_url": "https://api.github.com/repos/dlt-hub/dlt/", + "auth": {"token": "invalid token"}, + }, + } + + not_connecting_gh_source = rest_api_source(not_connecting_config) + (can_connect, error_msg) = check_connection(not_connecting_gh_source, "issues") + assert not can_connect, "A miracle happened. Token should be invalid" + + github_source = rest_api_source(github_config) load_info = pipeline.run(github_source) print(load_info) @@ -100,6 +112,16 @@ def load_pokemon(): } ) + def check_network_and_authentication(): + (can_connect, error_msg) = check_connection( + pokemon_source, + "not_existing_endpoint", + ) + if not can_connect: + pass # do something with the error message + + check_network_and_authentication() + load_info = pipeline.run(pokemon_source) print(load_info) From 726b204d4241101f9cef5b9945524c48a0ce981e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Willi=20M=C3=BCller?= Date: Tue, 27 Feb 2024 16:00:37 +0100 Subject: [PATCH 040/121] [REST Source] allow skipping http errors (#365) --- sources/rest_api/__init__.py | 10 +++++++--- sources/rest_api/client.py | 23 +++++++++++++++++------ 2 files changed, 24 insertions(+), 9 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index bcee38d06..f0df60876 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -27,6 +27,7 @@ from dlt.extract.source import DltResource, DltSource from dlt.extract.typing import TTableHintTemplate from dlt.common import logger +from dlt.sources.helpers.requests.retry import Client from .auth import BearerTokenAuth, AuthBase from .client import RESTClient @@ -60,6 +61,8 @@ class ClientConfig(TypedDict, total=False): base_url: str auth: Optional[AuthConfig] paginator: Optional[PaginatorType] + request_client: Optional[Client] + ignore_http_status_codes: Optional[List[int]] class IncrementalConfig(TypedDict, total=False): @@ -121,9 +124,7 @@ def get_paginator_class(paginator_type: str) -> Type[BasePaginator]: ) -def create_paginator( - paginator_config: PaginatorType -) -> Optional[BasePaginator]: +def create_paginator(paginator_config: PaginatorType) -> Optional[BasePaginator]: if isinstance(paginator_config, BasePaginator): return paginator_config @@ -151,6 +152,8 @@ def make_client_config(config: Dict[str, Any]) -> ClientConfig: "base_url": client_config.get("base_url"), "auth": create_auth(client_config.get("auth")), "paginator": create_paginator(client_config.get("paginator")), + "request_client": client_config.get("request_client"), + "ignore_http_status_codes": client_config.get("ignore_http_status_codes"), } @@ -478,6 +481,7 @@ def find_resolved_params(endpoint_config: Endpoint) -> List[ResolvedParam]: or (isinstance(value, dict) and value.get("type") == "resolve") ] + def check_connection( source: DltSource, *resource_names: list[str], diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index 6fb237445..60a2d7567 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -1,18 +1,18 @@ -from typing import Optional, Dict, Any, Generator, Literal +from typing import Optional, Dict, Any, Generator, Literal, Sequence import copy from requests.auth import AuthBase from requests import Session as BaseSession - from dlt.common import logger -from dlt.sources.helpers.requests import client +from dlt.sources.helpers.requests.retry import Client from .paginators import BasePaginator, UnspecifiedPaginator from .detector import create_paginator from .utils import join_url + class RESTClient: """A generic REST client for making requests to an API. @@ -31,13 +31,22 @@ def __init__( headers: Optional[Dict[str, str]] = None, auth: Optional[AuthBase] = None, paginator: Optional[BasePaginator] = None, - session: BaseSession = None + session: BaseSession = None, + request_client: Client = None, + ignore_http_status_codes: Optional[Sequence[int]] = None, ) -> None: self.base_url = base_url self.headers = headers self.auth = auth - self.session = session or client.session + if session: + self.session = session + elif request_client: + self.session = request_client.session + else: + self.session = Client().session + self.paginator = paginator if paginator else UnspecifiedPaginator() + self.ignore_http_status_codes = ignore_http_status_codes or [] def make_request(self, path="", method="get", params=None, json=None): if path.startswith("http"): @@ -58,7 +67,6 @@ def make_request(self, path="", method="get", params=None, json=None): json=json if method.lower() in ["post", "put"] else None, auth=self.auth, ) - response.raise_for_status() return response def get(self, path="", params=None): @@ -87,6 +95,9 @@ def paginate( response = self.make_request( path=path, method=method, params=params, json=json ) + if response.status_code in self.ignore_http_status_codes: + logger.warning(f"Request returned status code {response.status_code}") + response.json = lambda: None if isinstance(paginator, UnspecifiedPaginator): # Detect suitable paginator and it's params From 0b99ba57fcceea18ae41ac011c6813a3a4a1b883 Mon Sep 17 00:00:00 2001 From: mucio Date: Tue, 27 Feb 2024 16:35:22 +0100 Subject: [PATCH 041/121] added the possibility to pass HTTPBasicAuth objects (#377) --- sources/rest_api/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index f0df60876..9cda86fe9 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -59,7 +59,7 @@ class AuthConfig(TypedDict, total=False): class ClientConfig(TypedDict, total=False): base_url: str - auth: Optional[AuthConfig] + auth: Optional[Union[Any, AuthConfig]] paginator: Optional[PaginatorType] request_client: Optional[Client] ignore_http_status_codes: Optional[List[int]] From 0631c983cade7cd858f35a9cc61ad62228d1f615 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Tue, 27 Feb 2024 17:57:39 +0100 Subject: [PATCH 042/121] Factor out typings --- sources/rest_api/__init__.py | 84 +++++----------------------------- sources/rest_api/typing.py | 87 ++++++++++++++++++++++++++++++++++++ 2 files changed, 98 insertions(+), 73 deletions(-) create mode 100644 sources/rest_api/typing.py diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 9cda86fe9..7e440c01d 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -7,27 +7,16 @@ Dict, Tuple, List, - NamedTuple, Optional, - TypedDict, Union, ) import graphlib import dlt from dlt.common.validation import validate_dict -from dlt.common.schema.typing import ( - TColumnNames, - # TSchemaContract, - TTableFormat, - TTableSchemaColumns, - TWriteDisposition, -) from dlt.extract.incremental import Incremental from dlt.extract.source import DltResource, DltSource -from dlt.extract.typing import TTableHintTemplate from dlt.common import logger -from dlt.sources.helpers.requests.retry import Client from .auth import BearerTokenAuth, AuthBase from .client import RESTClient @@ -38,6 +27,17 @@ UnspecifiedPaginator, SinglePagePaginator, ) +from .typing import ( + AuthConfig, + ClientConfig, + IncrementalConfig, + PaginatorType, + ResolveConfig, + ResolvedParam, + Endpoint, + EndpointResource, + RESTAPIConfig, +) from .utils import remove_key, deep_merge @@ -49,68 +49,6 @@ } -PaginatorConfigDict = Dict[str, Any] -PaginatorType = Union[Any, BasePaginator, str, PaginatorConfigDict] - - -class AuthConfig(TypedDict, total=False): - token: str - - -class ClientConfig(TypedDict, total=False): - base_url: str - auth: Optional[Union[Any, AuthConfig]] - paginator: Optional[PaginatorType] - request_client: Optional[Client] - ignore_http_status_codes: Optional[List[int]] - - -class IncrementalConfig(TypedDict, total=False): - cursor_path: str - initial_value: str - param: str - - -class ResolveConfig(NamedTuple): - resource_name: str - field_path: str - - -class ResolvedParam(NamedTuple): - param_name: str - resolve_config: ResolveConfig - - -class Endpoint(TypedDict, total=False): - path: Optional[str] - method: Optional[str] - params: Optional[Dict[str, Any]] - json: Optional[Dict[str, Any]] - paginator: Optional[PaginatorType] - - -# TODO: check why validate_dict does not respect total=False -class EndpointResource(TypedDict, total=False): - name: TTableHintTemplate[str] - endpoint: Optional[Union[str, Endpoint]] - write_disposition: Optional[TTableHintTemplate[TWriteDisposition]] - parent: Optional[TTableHintTemplate[str]] - columns: Optional[TTableHintTemplate[TTableSchemaColumns]] - primary_key: Optional[TTableHintTemplate[TColumnNames]] - merge_key: Optional[TTableHintTemplate[TColumnNames]] - incremental: Optional[Incremental[Any]] - table_format: Optional[TTableHintTemplate[TTableFormat]] - include_from_parent: Optional[List[str]] - - -class FlexibleEndpointResource(EndpointResource, total=False): - name: Optional[TTableHintTemplate[str]] - - -class RESTAPIConfig(TypedDict): - client: ClientConfig - resource_defaults: Optional[FlexibleEndpointResource] - resources: List[Union[str, EndpointResource]] def get_paginator_class(paginator_type: str) -> Type[BasePaginator]: diff --git a/sources/rest_api/typing.py b/sources/rest_api/typing.py new file mode 100644 index 000000000..a0a1c22ce --- /dev/null +++ b/sources/rest_api/typing.py @@ -0,0 +1,87 @@ +from typing import ( + Any, + Dict, + List, + NamedTuple, + Optional, + TypedDict, + Union, +) + +from dlt.sources.helpers.requests.retry import Client +from dlt.extract.typing import TTableHintTemplate +from dlt.extract.incremental import Incremental + +from .paginators import BasePaginator + + +from dlt.common.schema.typing import ( + TColumnNames, + # TSchemaContract, + TTableFormat, + TTableSchemaColumns, + TWriteDisposition, +) + +PaginatorConfigDict = Dict[str, Any] +PaginatorType = Union[Any, BasePaginator, str, PaginatorConfigDict] + + +class AuthConfig(TypedDict, total=False): + token: str + + +class ClientConfig(TypedDict, total=False): + base_url: str + auth: Optional[Union[Any, AuthConfig]] + paginator: Optional[PaginatorType] + request_client: Optional[Client] + ignore_http_status_codes: Optional[List[int]] + + +class IncrementalConfig(TypedDict, total=False): + cursor_path: str + initial_value: str + param: str + + +class ResolveConfig(NamedTuple): + resource_name: str + field_path: str + + +class ResolvedParam(NamedTuple): + param_name: str + resolve_config: ResolveConfig + + +class Endpoint(TypedDict, total=False): + path: Optional[str] + method: Optional[str] + params: Optional[Dict[str, Any]] + json: Optional[Dict[str, Any]] + paginator: Optional[PaginatorType] + + +# TODO: check why validate_dict does not respect total=False +class EndpointResource(TypedDict, total=False): + name: TTableHintTemplate[str] + endpoint: Optional[Union[str, Endpoint]] + write_disposition: Optional[TTableHintTemplate[TWriteDisposition]] + parent: Optional[TTableHintTemplate[str]] + columns: Optional[TTableHintTemplate[TTableSchemaColumns]] + primary_key: Optional[TTableHintTemplate[TColumnNames]] + merge_key: Optional[TTableHintTemplate[TColumnNames]] + incremental: Optional[Incremental[Any]] + table_format: Optional[TTableHintTemplate[TTableFormat]] + include_from_parent: Optional[List[str]] + + +class FlexibleEndpointResource(EndpointResource, total=False): + name: Optional[TTableHintTemplate[str]] + + +class RESTAPIConfig(TypedDict): + client: ClientConfig + resource_defaults: Optional[FlexibleEndpointResource] + resources: List[Union[str, EndpointResource]] From d1d25f3227d84ee403045286d5d99a5e7a91de96 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 28 Feb 2024 14:47:26 +0100 Subject: [PATCH 043/121] Add response_actions to enable skipping responses by status code or content --- sources/rest_api/__init__.py | 11 +++- sources/rest_api/client.py | 66 ++++++++++++++++--- sources/rest_api/typing.py | 8 ++- tests/rest_api/conftest.py | 11 ++++ tests/rest_api/test_client.py | 24 +++++++ .../rest_api/test_rest_api_source_offline.py | 43 +++++++++++- 6 files changed, 149 insertions(+), 14 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 7e440c01d..b090f206e 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -49,8 +49,6 @@ } - - def get_paginator_class(paginator_type: str) -> Type[BasePaginator]: try: return PAGINATOR_MAP[paginator_type] @@ -91,7 +89,6 @@ def make_client_config(config: Dict[str, Any]) -> ClientConfig: "auth": create_auth(client_config.get("auth")), "paginator": create_paginator(client_config.get("paginator")), "request_client": client_config.get("request_client"), - "ignore_http_status_codes": client_config.get("ignore_http_status_codes"), } @@ -277,6 +274,8 @@ def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: request_params, endpoint_config.get("incremental") ) + response_actions = endpoint_config.get("response_actions") + if resolved_param is None: def paginate_resource( @@ -284,6 +283,7 @@ def paginate_resource( path, params, paginator, + response_actions, incremental_object=incremental_object, incremental_param=incremental_param, ): @@ -295,6 +295,7 @@ def paginate_resource( path=path, params=params, paginator=paginator, + response_actions=response_actions, ) resources[resource_name] = dlt.resource( @@ -304,6 +305,7 @@ def paginate_resource( path=endpoint_config.get("path"), params=request_params, paginator=paginator, + response_actions=response_actions, ) else: @@ -318,6 +320,7 @@ def paginate_dependent_resource( path, params, paginator, + response_actions, param_name=param_name, field_path=resolved_param.resolve_config.field_path, ): @@ -340,6 +343,7 @@ def paginate_dependent_resource( path=formatted_path, params=params, paginator=paginator, + response_actions=response_actions, ): if parent_record: for child_record in child_page: @@ -355,6 +359,7 @@ def paginate_dependent_resource( path=endpoint_config.get("path"), params=request_params, paginator=paginator, + response_actions=response_actions, ) return list(resources.values()) diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index 60a2d7567..14b396e28 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -1,8 +1,10 @@ -from typing import Optional, Dict, Any, Generator, Literal, Sequence +from typing import Optional, List, Dict, Any, Generator, Literal import copy from requests.auth import AuthBase from requests import Session as BaseSession +from requests import Response +from requests.exceptions import HTTPError from dlt.common import logger from dlt.sources.helpers.requests.retry import Client @@ -33,7 +35,6 @@ def __init__( paginator: Optional[BasePaginator] = None, session: BaseSession = None, request_client: Client = None, - ignore_http_status_codes: Optional[Sequence[int]] = None, ) -> None: self.base_url = base_url self.headers = headers @@ -46,7 +47,6 @@ def __init__( self.session = Client().session self.paginator = paginator if paginator else UnspecifiedPaginator() - self.ignore_http_status_codes = ignore_http_status_codes or [] def make_request(self, path="", method="get", params=None, json=None): if path.startswith("http"): @@ -82,6 +82,7 @@ def paginate( params: Optional[Dict[str, Any]] = None, json: Optional[Dict[str, Any]] = None, paginator: Optional[BasePaginator] = None, + response_actions: Optional[List[Dict[str, Any]]] = None, ) -> Generator[Any, None, None]: """Paginate over an API endpoint. @@ -92,12 +93,24 @@ def paginate( """ paginator = copy.deepcopy(paginator if paginator else self.paginator) while paginator.has_next_page: - response = self.make_request( - path=path, method=method, params=params, json=json - ) - if response.status_code in self.ignore_http_status_codes: - logger.warning(f"Request returned status code {response.status_code}") - response.json = lambda: None + try: + response = self.make_request( + path=path, method=method, params=params, json=json + ) + except HTTPError as e: + if not response_actions: + raise e + else: + response = e.response + + if response_actions: + action_type = self.handle_response_actions(response, response_actions) + if action_type == "ignore": + logger.info("Ignoring response and stopping pagination.") + break + elif action_type == "retry": + logger.info("Retrying request.") + continue if isinstance(paginator, UnspecifiedPaginator): # Detect suitable paginator and it's params @@ -116,5 +129,40 @@ def paginate( paginator.update_state(response) path, params, json = paginator.prepare_next_request_args(path, params, json) + def handle_response_actions( + self, response: Response, actions: List[Dict[str, Any]] + ): + """Handle response actions based on the response and the provided actions. + + Example: + response_actions = [ + {"status_code": 404, "action": "ignore"}, + {"content": "Not found", "action": "ignore"}, + {"status_code": 429, "action": "retry"}, + {"status_code": 200, "content": "some text", "action": "retry"}, + ] + action_type = client.handle_response_actions(response, response_actions) + """ + content = response.text + + for action in actions: + status_code = action.get("status_code") + content_substr = action.get("content") + action_type = action.get("action") + + if status_code is not None and content_substr is not None: + if response.status_code == status_code and content_substr in content: + return action_type + + elif status_code is not None: + if response.status_code == status_code: + return action_type + + elif content_substr is not None: + if content_substr in content: + return action_type + + return None + def __iter__(self): return self.paginate() diff --git a/sources/rest_api/typing.py b/sources/rest_api/typing.py index a0a1c22ce..80cb05a3b 100644 --- a/sources/rest_api/typing.py +++ b/sources/rest_api/typing.py @@ -36,7 +36,6 @@ class ClientConfig(TypedDict, total=False): auth: Optional[Union[Any, AuthConfig]] paginator: Optional[PaginatorType] request_client: Optional[Client] - ignore_http_status_codes: Optional[List[int]] class IncrementalConfig(TypedDict, total=False): @@ -55,12 +54,19 @@ class ResolvedParam(NamedTuple): resolve_config: ResolveConfig +class ResponseAction(TypedDict, total=False): + status_code: Optional[Union[int, str]] + content: Optional[str] + action: str + + class Endpoint(TypedDict, total=False): path: Optional[str] method: Optional[str] params: Optional[Dict[str, Any]] json: Optional[Dict[str, Any]] paginator: Optional[PaginatorType] + response_actions: Optional[List[ResponseAction]] # TODO: check why validate_dict does not respect total=False diff --git a/tests/rest_api/conftest.py b/tests/rest_api/conftest.py index 3f8776cd3..5c0d38e03 100644 --- a/tests/rest_api/conftest.py +++ b/tests/rest_api/conftest.py @@ -84,6 +84,17 @@ def post_detail(request, context): post_id = request.url.split("/")[-1] return json.dumps({"id": post_id, "body": f"Post body {post_id}"}) + @router.get("/posts/\d+/some_details_404") + def post_detail_404(request, context): + """Return 404 for post with id > 0. Used to test ignoring 404 errors. + """ + post_id = int(request.url.split("/")[-2]) + if post_id < 1: + return json.dumps({"id": post_id, "body": f"Post body {post_id}"}) + else: + context.status_code = 404 + return json.dumps({"error": "Post not found"}) + router.register_routes(m) yield m diff --git a/tests/rest_api/test_client.py b/tests/rest_api/test_client.py index e9926376f..9c2a40a2e 100644 --- a/tests/rest_api/test_client.py +++ b/tests/rest_api/test_client.py @@ -40,3 +40,27 @@ def test_default_paginator(self, rest_client): pages = list(pages_iter) self._assert_pagination(pages) + + def test_paginate_with_response_actions(self, rest_client): + pages_iter = rest_client.paginate( + "/posts", + paginator=JSONResponsePaginator(next_key="next_page", records_key="data"), + response_actions=[ + {"status_code": 404, "action": "ignore"}, + ], + ) + + pages = list(pages_iter) + + self._assert_pagination(pages) + + pages_iter = rest_client.paginate( + "/posts/1/some_details_404", + paginator=JSONResponsePaginator(), + response_actions=[ + {"status_code": 404, "action": "ignore"}, + ], + ) + + pages = list(pages_iter) + assert pages == [] diff --git a/tests/rest_api/test_rest_api_source_offline.py b/tests/rest_api/test_rest_api_source_offline.py index 5cdecf9ea..d664db694 100644 --- a/tests/rest_api/test_rest_api_source_offline.py +++ b/tests/rest_api/test_rest_api_source_offline.py @@ -94,8 +94,49 @@ def test_test_load_mock_api(mock_api_server): ) +def test_ignoring_endpoint_returning_404(mock_api_server): + mock_source = rest_api_source( + { + "client": {"base_url": "https://api.example.com"}, + "resources": [ + "posts", + { + "name": "post_details", + "endpoint": { + "path": "posts/{post_id}/some_details_404", + "params": { + "post_id": { + "type": "resolve", + "resource": "posts", + "field": "id", + } + }, + "paginator": "single_page", + "response_actions": [ + { + "status_code": 404, + "action": "ignore", + }, + ], + }, + }, + ], + } + ) + + res = list(mock_source.with_resources("posts", "post_details").add_limit(1)) + + assert res[:5] == [ + {"id": 0, "body": "Post body 0"}, + {"id": 0, "title": "Post 0"}, + {"id": 1, "title": "Post 1"}, + {"id": 2, "title": "Post 2"}, + {"id": 3, "title": "Post 3"}, + ] + + @pytest.mark.skip -def test_test_load_mock_api_typeddict_config(mock_api_server): +def test_load_mock_api_typeddict_config(mock_api_server): pipeline = dlt.pipeline( pipeline_name="rest_api_mock", destination="duckdb", From 76710ea5c85e1ffc83128f3e4a2fd4b3a072cc72 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Thu, 29 Feb 2024 00:14:05 +0100 Subject: [PATCH 044/121] Move records extractor out of the paginator class --- sources/rest_api/__init__.py | 6 +++ sources/rest_api/client.py | 40 +++++++++++++--- sources/rest_api/detector.py | 16 +++---- sources/rest_api/paginators.py | 47 ------------------- sources/rest_api/typing.py | 1 + tests/rest_api/conftest.py | 45 ++++++++++-------- tests/rest_api/test_client.py | 4 +- tests/rest_api/test_paginators.py | 15 ------ tests/rest_api/test_rest_api_source.py | 3 +- .../rest_api/test_rest_api_source_offline.py | 30 +++++++++++- 10 files changed, 105 insertions(+), 102 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index b090f206e..dd1f2f693 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -283,6 +283,7 @@ def paginate_resource( path, params, paginator, + records_path, response_actions, incremental_object=incremental_object, incremental_param=incremental_param, @@ -295,6 +296,7 @@ def paginate_resource( path=path, params=params, paginator=paginator, + records_path=records_path, response_actions=response_actions, ) @@ -305,6 +307,7 @@ def paginate_resource( path=endpoint_config.get("path"), params=request_params, paginator=paginator, + records_path=endpoint_config.get("records_path"), response_actions=response_actions, ) @@ -320,6 +323,7 @@ def paginate_dependent_resource( path, params, paginator, + records_path, response_actions, param_name=param_name, field_path=resolved_param.resolve_config.field_path, @@ -343,6 +347,7 @@ def paginate_dependent_resource( path=formatted_path, params=params, paginator=paginator, + records_path=records_path, response_actions=response_actions, ): if parent_record: @@ -359,6 +364,7 @@ def paginate_dependent_resource( path=endpoint_config.get("path"), params=request_params, paginator=paginator, + records_path=endpoint_config.get("records_path"), response_actions=response_actions, ) diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index 14b396e28..4105f167a 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -1,4 +1,4 @@ -from typing import Optional, List, Dict, Any, Generator, Literal +from typing import Optional, List, Dict, Any, Union, Generator, Literal import copy from requests.auth import AuthBase @@ -9,10 +9,15 @@ from dlt.common import logger from dlt.sources.helpers.requests.retry import Client -from .paginators import BasePaginator, UnspecifiedPaginator -from .detector import create_paginator +from .paginators import ( + BasePaginator, + UnspecifiedPaginator, + SinglePagePaginator, + JSONResponsePaginator, +) +from .detector import create_paginator, find_records_key -from .utils import join_url +from .utils import join_url, create_nested_accessor class RESTClient: @@ -82,6 +87,7 @@ def paginate( params: Optional[Dict[str, Any]] = None, json: Optional[Dict[str, Any]] = None, paginator: Optional[BasePaginator] = None, + records_path: Optional[Union[str, List[str]]] = None, response_actions: Optional[List[Dict[str, Any]]] = None, ) -> Generator[Any, None, None]: """Paginate over an API endpoint. @@ -92,6 +98,11 @@ def paginate( >>> print(page) """ paginator = copy.deepcopy(paginator if paginator else self.paginator) + + extract_records = ( + self.create_records_extractor(records_path) if records_path else None + ) + while paginator.has_next_page: try: response = self.make_request( @@ -113,22 +124,37 @@ def paginate( continue if isinstance(paginator, UnspecifiedPaginator): - # Detect suitable paginator and it's params + # Detect suitable paginator and its params paginator = create_paginator(response) # If no paginator is found, raise an error if paginator is None: raise ValueError( - "No suitable paginator found for the API response." + f"No suitable paginator found for the response at {response.url}" ) else: logger.info(f"Detected paginator: {paginator.__class__.__name__}") - yield paginator.extract_records(response) + # If extract_records is None, try to detect records key + # based on the paginator type + if extract_records is None: + if isinstance(paginator, SinglePagePaginator): + extract_records = lambda response: response.json() # noqa + elif isinstance(paginator, JSONResponsePaginator): + _records_path = find_records_key(response.json()) + if _records_path: + extract_records = self.create_records_extractor(_records_path) + + yield extract_records(response) paginator.update_state(response) path, params, json = paginator.prepare_next_request_args(path, params, json) + def create_records_extractor(self, records_path: Optional[Union[str, List[str]]]): + nested_accessor = create_nested_accessor(records_path) + + return lambda response: nested_accessor(response.json()) + def handle_response_actions( self, response: Response, actions: List[Dict[str, Any]] ): diff --git a/sources/rest_api/detector.py b/sources/rest_api/detector.py index 8fd349c28..3c9eba976 100644 --- a/sources/rest_api/detector.py +++ b/sources/rest_api/detector.py @@ -1,6 +1,10 @@ from dlt.sources.helpers.requests import Response -from .paginators import HeaderLinkPaginator, JSONResponsePaginator, SinglePagePaginator, OffsetPaginator +from .paginators import ( + HeaderLinkPaginator, + JSONResponsePaginator, + SinglePagePaginator, +) RECORD_KEY_PATTERNS = {"data", "items", "results", "entries"} NEXT_PAGE_KEY_PATTERNS = {"next", "nextpage", "nexturl"} @@ -59,18 +63,12 @@ def header_links_detector(response: Response): def json_links_detector(response: Response): dictionary = response.json() - - records_key = find_records_key(dictionary) - - if not records_key: - return None - next_key = find_next_page_key(dictionary) if not next_key: return None - return JSONResponsePaginator(next_key=next_key, records_key=records_key) + return JSONResponsePaginator(next_key=next_key) def single_page_detector(response: Response): @@ -92,4 +90,4 @@ def create_paginator(response: Response): if paginator: return paginator - return None \ No newline at end of file + return None diff --git a/sources/rest_api/paginators.py b/sources/rest_api/paginators.py index 4adbab573..998d9e5de 100644 --- a/sources/rest_api/paginators.py +++ b/sources/rest_api/paginators.py @@ -59,42 +59,16 @@ def prepare_next_request_args( """ ... - @abstractmethod - def extract_records(self, response: Response) -> Any: - """ - Extract the records data from the response. - - Args: - response (Response): The response object from the API. - - Returns: - Any: The extracted records data. - """ - ... - class SinglePagePaginator(BasePaginator): """A paginator for single-page API responses.""" - def __init__( - self, - records_key: Union[str, Sequence[str]] = None, - ): - super().__init__() - self.records_key = records_key - self._records_accessor = create_nested_accessor(records_key) - def update_state(self, response: Response) -> None: self._has_next_page = False def prepare_next_request_args(self, url, params, json): return None, None, None - def extract_records(self, response: Response) -> Any: - if self.records_key is None: - return response.json() - return self._records_accessor(response.json()) - class OffsetPaginator(BasePaginator): """A paginator that uses the 'offset' parameter for pagination.""" @@ -103,7 +77,6 @@ def __init__( self, initial_offset, initial_limit, - records_key: Union[str, Sequence[str]] = "results", offset_key: str = "offset", limit_key: str = "limit", total_key: str = "total", @@ -111,7 +84,6 @@ def __init__( super().__init__() self.offset_key = offset_key self.limit_key = limit_key - self._records_accessor = create_nested_accessor(records_key) self._total_accessor = create_nested_accessor(total_key) self.offset = initial_offset @@ -139,11 +111,6 @@ def prepare_next_request_args(self, url, params, json): return url, params, json - def extract_records(self, response: Response) -> Any: - if self.records_key is None: - return response.json() - return self._records_accessor(response.json()) - class BaseNextUrlPaginator(BasePaginator): def prepare_next_request_args(self, url, params, json): @@ -170,9 +137,6 @@ def __init__(self, links_next_key: str = "next") -> None: def update_state(self, response: Response) -> None: self.next_reference = response.links.get(self.links_next_key, {}).get("url") - def extract_records(self, response: Response) -> Any: - return response.json() - class JSONResponsePaginator(BaseNextUrlPaginator): """A paginator that uses a specific key in the JSON response to find @@ -182,20 +146,15 @@ class JSONResponsePaginator(BaseNextUrlPaginator): def __init__( self, next_key: Union[str, Sequence[str]] = "next", - records_key: Union[str, Sequence[str]] = "results", ): """ Args: next_key (str, optional): The key in the JSON response that contains the next page URL. Defaults to 'next'. - records_key (str, optional): The key in the JSON response that - contains the page's records. Defaults to 'results'. """ super().__init__() self.next_key = next_key - self.records_key = records_key self._next_key_accessor = create_nested_accessor(next_key) - self._records_accessor = create_nested_accessor(records_key) def update_state(self, response: Response): try: @@ -203,14 +162,8 @@ def update_state(self, response: Response): except KeyError: self.next_reference = None - def extract_records(self, response: Response) -> Any: - return self._records_accessor(response.json()) - class UnspecifiedPaginator(BasePaginator): - def extract_records(self, response: Response) -> Any: - raise Exception("Can't extract records with this paginator") - def update_state(self, response: Response) -> None: return Exception("Can't update state with this paginator") diff --git a/sources/rest_api/typing.py b/sources/rest_api/typing.py index 80cb05a3b..34584dce0 100644 --- a/sources/rest_api/typing.py +++ b/sources/rest_api/typing.py @@ -66,6 +66,7 @@ class Endpoint(TypedDict, total=False): params: Optional[Dict[str, Any]] json: Optional[Dict[str, Any]] paginator: Optional[PaginatorType] + records_path: Optional[Union[str, List[str]]] response_actions: Optional[List[ResponseAction]] diff --git a/tests/rest_api/conftest.py b/tests/rest_api/conftest.py index 5c0d38e03..032e50197 100644 --- a/tests/rest_api/conftest.py +++ b/tests/rest_api/conftest.py @@ -27,16 +27,15 @@ def register_routes(self, mocker): router = APIRouter(MOCK_BASE_URL) -# TODO: Accept page_size -def generate_paginated_response(data, page, total_pages, base_url): +def serialize_page(records, page_number, total_pages, base_url, records_key="data"): response = { - "data": data, - "page": page, + records_key: records, + "page": page_number, "total_pages": total_pages, } - if page < total_pages: - next_page = page + 1 + if page_number < total_pages: + next_page = page_number + 1 scheme, netloc, path, _, _ = urlsplit(base_url) next_page = urlunsplit([scheme, netloc, path, f"page={next_page}", ""]) @@ -53,15 +52,20 @@ def generate_comments(post_id, count=50): return [{"id": i, "body": f"Comment {i} for post {post_id}"} for i in range(count)] -def paginate_response(request, context, base_data, base_url): - page = int(request.qs.get("page", [1])[0]) - page_size = 10 - total_items = len(base_data) - total_pages = (total_items + page_size - 1) // page_size - start_index = (page - 1) * 10 +def get_page_number(qs, key="page", default=1): + return int(qs.get(key, [default])[0]) + + +def paginate_response(request, records, page_size=10, records_key="data"): + page_number = get_page_number(request.qs) + total_records = len(records) + total_pages = (total_records + page_size - 1) // page_size + start_index = (page_number - 1) * 10 end_index = start_index + 10 - data = base_data[start_index:end_index] - return generate_paginated_response(data, page, total_pages, base_url) + records_slice = records[start_index:end_index] + return serialize_page( + records_slice, page_number, total_pages, request.url, records_key + ) @pytest.fixture(scope="module") @@ -70,14 +74,12 @@ def mock_api_server(): @router.get("/posts(\?page=\d+)?$") def posts(request, context): - return paginate_response(request, context, generate_posts(), request.url) + return paginate_response(request, generate_posts()) @router.get("/posts/(\d+)/comments") def post_comments(request, context): post_id = int(request.url.split("/")[-2]) - return paginate_response( - request, context, generate_comments(post_id), request.url - ) + return paginate_response(request, generate_comments(post_id)) @router.get("/posts/\d+$") def post_detail(request, context): @@ -86,8 +88,7 @@ def post_detail(request, context): @router.get("/posts/\d+/some_details_404") def post_detail_404(request, context): - """Return 404 for post with id > 0. Used to test ignoring 404 errors. - """ + """Return 404 for post with id > 0. Used to test ignoring 404 errors.""" post_id = int(request.url.split("/")[-2]) if post_id < 1: return json.dumps({"id": post_id, "body": f"Post body {post_id}"}) @@ -95,6 +96,10 @@ def post_detail_404(request, context): context.status_code = 404 return json.dumps({"error": "Post not found"}) + @router.get("/posts_under_a_different_key$") + def posts_with_results_key(request, context): + return paginate_response(request, generate_posts(), records_key="many-results") + router.register_routes(m) yield m diff --git a/tests/rest_api/test_client.py b/tests/rest_api/test_client.py index 9c2a40a2e..3363eb309 100644 --- a/tests/rest_api/test_client.py +++ b/tests/rest_api/test_client.py @@ -27,7 +27,7 @@ def test_get_single_resource(self, rest_client): def test_pagination(self, rest_client): pages_iter = rest_client.paginate( "/posts", - paginator=JSONResponsePaginator(next_key="next_page", records_key="data"), + paginator=JSONResponsePaginator(next_key="next_page"), ) pages = list(pages_iter) @@ -44,7 +44,7 @@ def test_default_paginator(self, rest_client): def test_paginate_with_response_actions(self, rest_client): pages_iter = rest_client.paginate( "/posts", - paginator=JSONResponsePaginator(next_key="next_page", records_key="data"), + paginator=JSONResponsePaginator(next_key="next_page"), response_actions=[ {"status_code": 404, "action": "ignore"}, ], diff --git a/tests/rest_api/test_paginators.py b/tests/rest_api/test_paginators.py index 38c950ff7..59c38c044 100644 --- a/tests/rest_api/test_paginators.py +++ b/tests/rest_api/test_paginators.py @@ -27,11 +27,6 @@ def test_update_state_without_next(self): paginator.update_state(response) assert paginator.has_next_page is False - def test_extract_records(self): - paginator = HeaderLinkPaginator() - response = Mock(Response, json=lambda: {"key": "value"}) - assert paginator.extract_records(response) == {"key": "value"} - class TestJSONResponsePaginator: def test_update_state_with_next(self): @@ -50,11 +45,6 @@ def test_update_state_without_next(self): assert paginator.next_reference is None assert paginator.has_next_page is False - def test_extract_records(self): - paginator = JSONResponsePaginator() - response = Mock(Response, json=lambda: {"results": ["record1", "record2"]}) - assert paginator.extract_records(response) == ["record1", "record2"] - class TestSinglePagePaginator: def test_update_state(self): @@ -72,11 +62,6 @@ def test_update_state_with_next(self): paginator.update_state(response) assert paginator.has_next_page is False - def test_extract_records(self): - paginator = SinglePagePaginator() - response = Mock(Response, json=lambda: {"key": "value"}) - assert paginator.extract_records(response) == {"key": "value"} - class TestOffsetPaginator: def test_update_state(self): diff --git a/tests/rest_api/test_rest_api_source.py b/tests/rest_api/test_rest_api_source.py index 7e4232d4e..83c25cf42 100644 --- a/tests/rest_api/test_rest_api_source.py +++ b/tests/rest_api/test_rest_api_source.py @@ -69,7 +69,8 @@ def test_dependent_resource(destination_name: str) -> None: "name": "pokemon_list", "endpoint": { "path": "pokemon", - "paginator": SinglePagePaginator(records_key="results"), + "paginator": SinglePagePaginator(), + "records_path": "results", "params": { "limit": 2, }, diff --git a/tests/rest_api/test_rest_api_source_offline.py b/tests/rest_api/test_rest_api_source_offline.py index d664db694..d7e508379 100644 --- a/tests/rest_api/test_rest_api_source_offline.py +++ b/tests/rest_api/test_rest_api_source_offline.py @@ -14,7 +14,7 @@ from .source_configs import VALID_CONFIGS, INVALID_CONFIGS -def test_test_load_mock_api(mock_api_server): +def test_load_mock_api(mock_api_server): pipeline = dlt.pipeline( pipeline_name="rest_api_mock", destination="duckdb", @@ -135,6 +135,34 @@ def test_ignoring_endpoint_returning_404(mock_api_server): ] +def test_posts_under_results_key(mock_api_server): + mock_source = rest_api_source( + { + "client": {"base_url": "https://api.example.com"}, + "resources": [ + { + "name": "posts", + "endpoint": { + "path": "posts_under_a_different_key", + "records_path": "many-results", + "paginator": "json_links", + }, + }, + ], + } + ) + + res = list(mock_source.with_resources("posts").add_limit(1)) + + assert res[:5] == [ + {"id": 0, "title": "Post 0"}, + {"id": 1, "title": "Post 1"}, + {"id": 2, "title": "Post 2"}, + {"id": 3, "title": "Post 3"}, + {"id": 4, "title": "Post 4"}, + ] + + @pytest.mark.skip def test_load_mock_api_typeddict_config(mock_api_server): pipeline = dlt.pipeline( From f3ea8298db4420b9d06b5bd53a9eb7cc68255ae5 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Willi=20M=C3=BCller?= Date: Thu, 29 Feb 2024 15:08:36 +0100 Subject: [PATCH 045/121] [REST] Detailed error handler logging (#383) --- sources/rest_api/client.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index 4105f167a..d2ba1e28b 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -117,7 +117,9 @@ def paginate( if response_actions: action_type = self.handle_response_actions(response, response_actions) if action_type == "ignore": - logger.info("Ignoring response and stopping pagination.") + logger.info( + f"Error {response.status_code}. Ignoring response '{response.json()}' and stopping pagination." + ) break elif action_type == "retry": logger.info("Retrying request.") From 16cb89afe3911714aa6d21a5fa7b1df96df23a86 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Thu, 29 Feb 2024 17:42:15 +0100 Subject: [PATCH 046/121] Fixes records detection for header links paginator --- sources/rest_api/client.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index d2ba1e28b..d01e28775 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -14,6 +14,7 @@ UnspecifiedPaginator, SinglePagePaginator, JSONResponsePaginator, + HeaderLinkPaginator, ) from .detector import create_paginator, find_records_key @@ -140,7 +141,7 @@ def paginate( # If extract_records is None, try to detect records key # based on the paginator type if extract_records is None: - if isinstance(paginator, SinglePagePaginator): + if isinstance(paginator, (SinglePagePaginator, HeaderLinkPaginator)): extract_records = lambda response: response.json() # noqa elif isinstance(paginator, JSONResponsePaginator): _records_path = find_records_key(response.json()) From 987fdfa1a1f41c6ece76d3083f47455376d76112 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Willi=20M=C3=BCller?= Date: Thu, 29 Feb 2024 18:35:15 +0100 Subject: [PATCH 047/121] [REST source] header_links can extract from responses without a records_path (#382) creates regression test: header_links paginator should extract results without records_key --- tests/rest_api/conftest.py | 11 ++++++- .../rest_api/test_rest_api_source_offline.py | 29 +++++++++++++++++++ 2 files changed, 39 insertions(+), 1 deletion(-) diff --git a/tests/rest_api/conftest.py b/tests/rest_api/conftest.py index 032e50197..5cc24cf29 100644 --- a/tests/rest_api/conftest.py +++ b/tests/rest_api/conftest.py @@ -28,6 +28,9 @@ def register_routes(self, mocker): def serialize_page(records, page_number, total_pages, base_url, records_key="data"): + if records_key is None: + return json.dumps(records) + response = { records_key: records, "page": page_number, @@ -72,6 +75,10 @@ def paginate_response(request, records, page_size=10, records_key="data"): def mock_api_server(): with requests_mock.Mocker() as m: + @router.get(r"/posts_no_key(\?page=\d+)?$") + def posts_no_key(request, context): + return paginate_response(request, generate_posts(), records_key=None) + @router.get("/posts(\?page=\d+)?$") def posts(request, context): return paginate_response(request, generate_posts()) @@ -98,7 +105,9 @@ def post_detail_404(request, context): @router.get("/posts_under_a_different_key$") def posts_with_results_key(request, context): - return paginate_response(request, generate_posts(), records_key="many-results") + return paginate_response( + request, generate_posts(), records_key="many-results" + ) router.register_routes(m) diff --git a/tests/rest_api/test_rest_api_source_offline.py b/tests/rest_api/test_rest_api_source_offline.py index d7e508379..a816abac4 100644 --- a/tests/rest_api/test_rest_api_source_offline.py +++ b/tests/rest_api/test_rest_api_source_offline.py @@ -163,6 +163,35 @@ def test_posts_under_results_key(mock_api_server): ] +def test_posts_without_key(mock_api_server): + mock_source = rest_api_source( + { + "client": { + "base_url": "https://api.example.com", + "paginator": "header_links", + }, + "resources": [ + { + "name": "posts_no_key", + "endpoint": { + "path": "posts_no_key", + }, + }, + ], + } + ) + + res = list(mock_source.with_resources("posts_no_key").add_limit(1)) + + assert res[:5] == [ + {"id": 0, "title": "Post 0"}, + {"id": 1, "title": "Post 1"}, + {"id": 2, "title": "Post 2"}, + {"id": 3, "title": "Post 3"}, + {"id": 4, "title": "Post 4"}, + ] + + @pytest.mark.skip def test_load_mock_api_typeddict_config(mock_api_server): pipeline = dlt.pipeline( From 71b4682115dc88e0b4b4ce5cf79f48f2c48a0d0c Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Willi=20M=C3=BCller?= Date: Fri, 1 Mar 2024 13:42:14 +0100 Subject: [PATCH 048/121] [REST source] fixes deprecation warning (#380) fixes deprecation warning --- tests/rest_api/conftest.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/tests/rest_api/conftest.py b/tests/rest_api/conftest.py index 5cc24cf29..27bd6e589 100644 --- a/tests/rest_api/conftest.py +++ b/tests/rest_api/conftest.py @@ -79,21 +79,21 @@ def mock_api_server(): def posts_no_key(request, context): return paginate_response(request, generate_posts(), records_key=None) - @router.get("/posts(\?page=\d+)?$") + @router.get(r"/posts(\?page=\d+)?$") def posts(request, context): return paginate_response(request, generate_posts()) - @router.get("/posts/(\d+)/comments") + @router.get(r"/posts/(\d+)/comments") def post_comments(request, context): post_id = int(request.url.split("/")[-2]) return paginate_response(request, generate_comments(post_id)) - @router.get("/posts/\d+$") + @router.get(r"/posts/\d+$") def post_detail(request, context): post_id = request.url.split("/")[-1] return json.dumps({"id": post_id, "body": f"Post body {post_id}"}) - @router.get("/posts/\d+/some_details_404") + @router.get(r"/posts/\d+/some_details_404") def post_detail_404(request, context): """Return 404 for post with id > 0. Used to test ignoring 404 errors.""" post_id = int(request.url.split("/")[-2]) @@ -103,7 +103,7 @@ def post_detail_404(request, context): context.status_code = 404 return json.dumps({"error": "Post not found"}) - @router.get("/posts_under_a_different_key$") + @router.get(r"/posts_under_a_different_key$") def posts_with_results_key(request, context): return paginate_response( request, generate_posts(), records_key="many-results" From eeea3a8ff01ef3db57539be65ac7960f9fb00fc9 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Fri, 1 Mar 2024 16:11:02 +0100 Subject: [PATCH 049/121] Use update_dict_nested in place of deep_merge --- sources/rest_api/__init__.py | 7 ++++--- sources/rest_api/utils.py | 12 ------------ 2 files changed, 4 insertions(+), 15 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index dd1f2f693..128991d85 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -17,6 +17,7 @@ from dlt.extract.incremental import Incremental from dlt.extract.source import DltResource, DltSource from dlt.common import logger +from dlt.common.utils import update_dict_nested from .auth import BearerTokenAuth, AuthBase from .client import RESTClient @@ -38,7 +39,7 @@ EndpointResource, RESTAPIConfig, ) -from .utils import remove_key, deep_merge +from .utils import remove_key PAGINATOR_MAP = { @@ -388,7 +389,7 @@ def make_endpoint_resource( """ if isinstance(resource, str): resource = {"name": resource, "endpoint": {"path": resource}} - return deep_merge(copy.deepcopy(default_config), resource) + return update_dict_nested(copy.deepcopy(default_config), resource) if "endpoint" in resource and isinstance(resource["endpoint"], str): resource["endpoint"] = {"path": resource["endpoint"]} @@ -399,7 +400,7 @@ def make_endpoint_resource( if "path" not in resource["endpoint"]: resource["endpoint"]["path"] = resource["name"] - return deep_merge(copy.deepcopy(default_config), resource) + return update_dict_nested(copy.deepcopy(default_config), resource) def make_resolved_param( diff --git a/sources/rest_api/utils.py b/sources/rest_api/utils.py index 91aa5089f..c66e1c8d7 100644 --- a/sources/rest_api/utils.py +++ b/sources/rest_api/utils.py @@ -17,15 +17,3 @@ def create_nested_accessor(path): def remove_key(d, key): return {k: v for k, v in d.items() if k != key} - - -def deep_merge(a: Dict[str, Any], b: Dict[str, Any]) -> Dict: - """Recursively merge b into a.""" - if isinstance(a, dict) and isinstance(b, dict): - for key, value in b.items(): - if key in a: - a[key] = deep_merge(a[key], value) - else: - a[key] = value - return a - return b From 4d01f357641a40996001f90543971eb85bf5ea74 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Fri, 1 Mar 2024 19:31:17 +0100 Subject: [PATCH 050/121] Update the lockfile --- poetry.lock | 5970 +++++++++++++++++++++++++-------------------------- 1 file changed, 2875 insertions(+), 3095 deletions(-) diff --git a/poetry.lock b/poetry.lock index 5af4adf6e..45773aa14 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,10 +1,15 @@ +# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. + [[package]] name = "adlfs" version = "2023.9.0" description = "Access Azure Datalake Gen1 with fsspec and dask" -category = "dev" optional = false python-versions = ">=3.8" +files = [ + {file = "adlfs-2023.9.0-py3-none-any.whl", hash = "sha256:e2cff62b8128578c6d1b9da1660ad4c8a5a8cb0d491bba416b529563c65dc5d2"}, + {file = "adlfs-2023.9.0.tar.gz", hash = "sha256:1ce70ffa39f7cffc3efbbd9f79b444958eb5d9de9981442b06e47472d2089d4b"}, +] [package.dependencies] aiohttp = ">=3.7.0" @@ -21,9 +26,12 @@ docs = ["furo", "myst-parser", "numpydoc", "sphinx"] name = "aiobotocore" version = "2.5.4" description = "Async client for aws services using botocore and aiohttp" -category = "main" optional = false python-versions = ">=3.7" +files = [ + {file = "aiobotocore-2.5.4-py3-none-any.whl", hash = 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+isodate = ">=0.5.4" +lxml = ">=4.6.0" +platformdirs = ">=1.4.0" +pytz = "*" +requests = ">=2.7.0" +requests-file = ">=1.5.1" +requests-toolbelt = ">=0.7.1" + +[package.extras] +async = ["httpx (>=0.15.0)"] +docs = ["sphinx (>=1.4.0)"] +test = ["coverage[toml] (==5.2.1)", "flake8 (==3.8.3)", "flake8-blind-except (==0.1.1)", "flake8-debugger (==3.2.1)", "flake8-imports (==0.1.1)", "freezegun (==0.3.15)", "isort (==5.3.2)", "pretend (==1.0.9)", "pytest (==6.2.5)", "pytest-asyncio", "pytest-cov (==2.8.1)", "pytest-httpx", "requests-mock (>=0.7.0)"] +xmlsec = ["xmlsec (>=0.6.1)"] + +[[package]] +name = "zipp" +version = "3.17.0" +description = "Backport of pathlib-compatible object wrapper for zip files" +optional = false +python-versions = ">=3.8" +files = [ {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"}, {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"}, ] -zstandard = [ + +[package.extras] +docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"] +testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"] + +[[package]] +name = "zstandard" +version = "0.21.0" +description = "Zstandard bindings for Python" +optional = false +python-versions = ">=3.7" +files = [ {file = "zstandard-0.21.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:649a67643257e3b2cff1c0a73130609679a5673bf389564bc6d4b164d822a7ce"}, {file = "zstandard-0.21.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:144a4fe4be2e747bf9c646deab212666e39048faa4372abb6a250dab0f347a29"}, {file = "zstandard-0.21.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b72060402524ab91e075881f6b6b3f37ab715663313030d0ce983da44960a86f"}, @@ -6023,3 +5792,14 @@ zstandard = [ {file = "zstandard-0.21.0-cp39-cp39-win_amd64.whl", hash = "sha256:a8d200617d5c876221304b0e3fe43307adde291b4a897e7b0617a61611dfff6a"}, {file = "zstandard-0.21.0.tar.gz", hash = "sha256:f08e3a10d01a247877e4cb61a82a319ea746c356a3786558bed2481e6c405546"}, ] + +[package.dependencies] +cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\""} + +[package.extras] +cffi = ["cffi (>=1.11)"] + +[metadata] +lock-version = "2.0" +python-versions = ">=3.8.1,<3.13" +content-hash = "c32220d6bfa45648795505ebdec9e02e548f5db84d669eee12acd50a65ed6326" From d732976b56baa19bda90f0e02985b2b523d057e1 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Fri, 1 Mar 2024 19:35:42 +0100 Subject: [PATCH 051/121] Add requirements.txt --- sources/rest_api/requirements.txt | 1 + 1 file changed, 1 insertion(+) create mode 100644 sources/rest_api/requirements.txt diff --git a/sources/rest_api/requirements.txt b/sources/rest_api/requirements.txt new file mode 100644 index 000000000..d1872b7c3 --- /dev/null +++ b/sources/rest_api/requirements.txt @@ -0,0 +1 @@ +dlt>=0.3.5 From ac39f620bb2a92edf4d0ca886663d7fdf9a7dbca Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Sat, 2 Mar 2024 17:19:25 +0100 Subject: [PATCH 052/121] Upgrade dlt version --- sources/rest_api/requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sources/rest_api/requirements.txt b/sources/rest_api/requirements.txt index d1872b7c3..acb037540 100644 --- a/sources/rest_api/requirements.txt +++ b/sources/rest_api/requirements.txt @@ -1 +1 @@ -dlt>=0.3.5 +dlt>=0.4.4 \ No newline at end of file From 14748a49caf1d1308691725ff69c53681efb378e Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Mon, 4 Mar 2024 10:47:46 +0300 Subject: [PATCH 053/121] Rename records_path to data_selector --- sources/rest_api/__init__.py | 12 ++++++------ sources/rest_api/client.py | 8 ++++---- sources/rest_api/typing.py | 2 +- tests/rest_api/test_rest_api_source.py | 2 +- tests/rest_api/test_rest_api_source_offline.py | 2 +- 5 files changed, 13 insertions(+), 13 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 128991d85..271a6c42f 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -284,7 +284,7 @@ def paginate_resource( path, params, paginator, - records_path, + data_selector, response_actions, incremental_object=incremental_object, incremental_param=incremental_param, @@ -297,7 +297,7 @@ def paginate_resource( path=path, params=params, paginator=paginator, - records_path=records_path, + data_selector=data_selector, response_actions=response_actions, ) @@ -308,7 +308,7 @@ def paginate_resource( path=endpoint_config.get("path"), params=request_params, paginator=paginator, - records_path=endpoint_config.get("records_path"), + data_selector=endpoint_config.get("data_selector"), response_actions=response_actions, ) @@ -324,7 +324,7 @@ def paginate_dependent_resource( path, params, paginator, - records_path, + data_selector, response_actions, param_name=param_name, field_path=resolved_param.resolve_config.field_path, @@ -348,7 +348,7 @@ def paginate_dependent_resource( path=formatted_path, params=params, paginator=paginator, - records_path=records_path, + data_selector=data_selector, response_actions=response_actions, ): if parent_record: @@ -365,7 +365,7 @@ def paginate_dependent_resource( path=endpoint_config.get("path"), params=request_params, paginator=paginator, - records_path=endpoint_config.get("records_path"), + data_selector=endpoint_config.get("data_selector"), response_actions=response_actions, ) diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index d01e28775..42dcf18d6 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -88,7 +88,7 @@ def paginate( params: Optional[Dict[str, Any]] = None, json: Optional[Dict[str, Any]] = None, paginator: Optional[BasePaginator] = None, - records_path: Optional[Union[str, List[str]]] = None, + data_selector: Optional[Union[str, List[str]]] = None, response_actions: Optional[List[Dict[str, Any]]] = None, ) -> Generator[Any, None, None]: """Paginate over an API endpoint. @@ -101,7 +101,7 @@ def paginate( paginator = copy.deepcopy(paginator if paginator else self.paginator) extract_records = ( - self.create_records_extractor(records_path) if records_path else None + self.create_records_extractor(data_selector) if data_selector else None ) while paginator.has_next_page: @@ -153,8 +153,8 @@ def paginate( paginator.update_state(response) path, params, json = paginator.prepare_next_request_args(path, params, json) - def create_records_extractor(self, records_path: Optional[Union[str, List[str]]]): - nested_accessor = create_nested_accessor(records_path) + def create_records_extractor(self, data_selector: Optional[Union[str, List[str]]]): + nested_accessor = create_nested_accessor(data_selector) return lambda response: nested_accessor(response.json()) diff --git a/sources/rest_api/typing.py b/sources/rest_api/typing.py index 34584dce0..19e416077 100644 --- a/sources/rest_api/typing.py +++ b/sources/rest_api/typing.py @@ -66,7 +66,7 @@ class Endpoint(TypedDict, total=False): params: Optional[Dict[str, Any]] json: Optional[Dict[str, Any]] paginator: Optional[PaginatorType] - records_path: Optional[Union[str, List[str]]] + data_selector: Optional[Union[str, List[str]]] response_actions: Optional[List[ResponseAction]] diff --git a/tests/rest_api/test_rest_api_source.py b/tests/rest_api/test_rest_api_source.py index 83c25cf42..b4fb8392d 100644 --- a/tests/rest_api/test_rest_api_source.py +++ b/tests/rest_api/test_rest_api_source.py @@ -70,7 +70,7 @@ def test_dependent_resource(destination_name: str) -> None: "endpoint": { "path": "pokemon", "paginator": SinglePagePaginator(), - "records_path": "results", + "data_selector": "results", "params": { "limit": 2, }, diff --git a/tests/rest_api/test_rest_api_source_offline.py b/tests/rest_api/test_rest_api_source_offline.py index a816abac4..f14d21f91 100644 --- a/tests/rest_api/test_rest_api_source_offline.py +++ b/tests/rest_api/test_rest_api_source_offline.py @@ -144,7 +144,7 @@ def test_posts_under_results_key(mock_api_server): "name": "posts", "endpoint": { "path": "posts_under_a_different_key", - "records_path": "many-results", + "data_selector": "many-results", "paginator": "json_links", }, }, From 39af2894a89847e7b05f76456488bfbf252beaa6 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Mon, 4 Mar 2024 15:18:54 +0300 Subject: [PATCH 054/121] Mutate request objects in paginators --- sources/rest_api/client.py | 65 +++++++++++++++++++++++-------- sources/rest_api/paginators.py | 44 ++++++++------------- tests/rest_api/test_paginators.py | 9 ----- 3 files changed, 65 insertions(+), 53 deletions(-) diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index 42dcf18d6..9010d1e35 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -1,9 +1,10 @@ from typing import Optional, List, Dict, Any, Union, Generator, Literal import copy +from urllib.parse import urlparse from requests.auth import AuthBase from requests import Session as BaseSession -from requests import Response +from requests import Response, Request from requests.exceptions import HTTPError from dlt.common import logger @@ -54,32 +55,60 @@ def __init__( self.paginator = paginator if paginator else UnspecifiedPaginator() - def make_request(self, path="", method="get", params=None, json=None): - if path.startswith("http"): + def _create_request( + self, + path: str, + method: str, + params: Dict[str, Any], + json: Optional[Dict[str, Any]] = None, + auth: Optional[AuthBase] = None, + hooks: Optional[Dict[str, Any]] = None, + ) -> Request: + parsed_url = urlparse(path) + if parsed_url.scheme in ("http", "https"): url = path else: url = join_url(self.base_url, path) - logger.info( - f"Making {method.upper()} request to {url} with params={params}, " - f"json={json}" - ) + auth = auth or self.auth - response = self.session.request( + return Request( method=method, url=url, headers=self.headers, params=params if method.lower() == "get" else None, json=json if method.lower() in ["post", "put"] else None, - auth=self.auth, + auth=auth, + hooks=hooks, ) - return response + + def _send_request(self, request: Request) -> Response: + logger.info( + f"Making {request.method.upper()} request to {request.url}" + f" with params={request.params}, json={request.json}" + ) + + prepared_request = self.session.prepare_request(request) + + return self.session.send(prepared_request) + + def request(self, path="", method="get", params=None, json=None, hooks=None): + hooks = hooks or {} + + prepared_request = self._create_request( + path=path, + method=method, + params=params, + json=json, + hooks=hooks, + ) + return self._send_request(prepared_request) def get(self, path="", params=None): - return self.make_request(path, method="get", params=params) + return self.request(path, method="get", params=params) def post(self, path="", json=None): - return self.make_request(path, method="post", json=json) + return self.request(path, method="post", json=json) def paginate( self, @@ -87,9 +116,11 @@ def paginate( method: Literal["get", "post"] = "get", params: Optional[Dict[str, Any]] = None, json: Optional[Dict[str, Any]] = None, + auth: Optional[AuthBase] = None, paginator: Optional[BasePaginator] = None, data_selector: Optional[Union[str, List[str]]] = None, response_actions: Optional[List[Dict[str, Any]]] = None, + hooks: Optional[Dict[str, Any]] = None, ) -> Generator[Any, None, None]: """Paginate over an API endpoint. @@ -104,11 +135,13 @@ def paginate( self.create_records_extractor(data_selector) if data_selector else None ) + request = self._create_request( + path=path, method=method, params=params, json=json, auth=auth, hooks=hooks + ) + while paginator.has_next_page: try: - response = self.make_request( - path=path, method=method, params=params, json=json - ) + response = self._send_request(request) except HTTPError as e: if not response_actions: raise e @@ -151,7 +184,7 @@ def paginate( yield extract_records(response) paginator.update_state(response) - path, params, json = paginator.prepare_next_request_args(path, params, json) + paginator.update_request(request) def create_records_extractor(self, data_selector: Optional[Union[str, List[str]]]): nested_accessor = create_nested_accessor(data_selector) diff --git a/sources/rest_api/paginators.py b/sources/rest_api/paginators.py index 998d9e5de..dad4e7e0e 100644 --- a/sources/rest_api/paginators.py +++ b/sources/rest_api/paginators.py @@ -1,7 +1,7 @@ from abc import ABC, abstractmethod -from typing import Optional, Dict, Any, Tuple, Sequence, Union +from typing import Optional, Sequence, Union -from dlt.sources.helpers.requests import Response +from dlt.sources.helpers.requests import Response, Request from .utils import create_nested_accessor @@ -40,22 +40,12 @@ def update_state(self, response: Response) -> None: ... @abstractmethod - def prepare_next_request_args( - self, url: str, params: Optional[Dict[str, Any]], json: Optional[Dict[str, Any]] - ) -> Tuple[Optional[str], Optional[Dict[str, Any]], Optional[Dict[str, Any]]]: + def update_request(self, request: Request) -> None: """ - Prepare the arguments for the next API request based on the current state of pagination. - - Subclasses must implement this method to update the request arguments appropriately. + Update the request object with the next arguments for the API request. Args: - url (str): The original URL used in the current API request. - params (Optional[Dict[str, Any]]): The original query parameters used in the current API request. - json (Optional[Dict[str, Any]]): The original JSON body of the current API request. - - Returns: - tuple: A tuple containing the updated URL, query parameters, and JSON body to be used - for the next API request. These values are used to progress through the paginated data. + request (Request): The request object to be updated. """ ... @@ -66,8 +56,8 @@ class SinglePagePaginator(BasePaginator): def update_state(self, response: Response) -> None: self._has_next_page = False - def prepare_next_request_args(self, url, params, json): - return None, None, None + def update_request(self, request: Request) -> None: + return class OffsetPaginator(BasePaginator): @@ -102,19 +92,17 @@ def update_state(self, response: Response) -> None: if self.offset >= total: self._has_next_page = False - def prepare_next_request_args(self, url, params, json): - if params is None: - params = {} - - params[self.offset_key] = self.offset - params[self.limit_key] = self.limit + def update_request(self, request: Request) -> None: + if request.params is None: + request.params = {} - return url, params, json + request.params[self.offset_key] = self.offset + request.params[self.limit_key] = self.limit class BaseNextUrlPaginator(BasePaginator): - def prepare_next_request_args(self, url, params, json): - return self._next_reference, params, json + def update_request(self, request: Request) -> None: + request.url = self._next_reference class HeaderLinkPaginator(BaseNextUrlPaginator): @@ -167,5 +155,5 @@ class UnspecifiedPaginator(BasePaginator): def update_state(self, response: Response) -> None: return Exception("Can't update state with this paginator") - def prepare_next_request_args(self, url: str, params, json): - return Exception("Can't prepare next request with this paginator") + def update_request(self, request: Request) -> None: + return diff --git a/tests/rest_api/test_paginators.py b/tests/rest_api/test_paginators.py index 59c38c044..e6278025c 100644 --- a/tests/rest_api/test_paginators.py +++ b/tests/rest_api/test_paginators.py @@ -80,12 +80,3 @@ def test_update_state_without_total(self): response = Mock(Response, json=lambda: {}) with pytest.raises(ValueError): paginator.update_state(response) - - def test_prepare_next_request_args(self): - paginator = OffsetPaginator(0, 10) - updated_url, updated_params, updated_json = paginator.prepare_next_request_args( - "http://example.com", {}, {} - ) - assert updated_url == "http://example.com" - assert updated_params == {"offset": 0, "limit": 10} - assert updated_json == {} From 12b37267be0b52b342235891ab10c45c97714c45 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Mon, 4 Mar 2024 16:24:30 +0300 Subject: [PATCH 055/121] Regenerate lock --- poetry.lock | 17 +---------------- 1 file changed, 1 insertion(+), 16 deletions(-) diff --git a/poetry.lock b/poetry.lock index cde8eae07..076748530 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1906,7 +1906,6 @@ files = [ {file = "greenlet-2.0.2-cp27-cp27m-win32.whl", hash = "sha256:6c3acb79b0bfd4fe733dff8bc62695283b57949ebcca05ae5c129eb606ff2d74"}, {file = "greenlet-2.0.2-cp27-cp27m-win_amd64.whl", hash = "sha256:283737e0da3f08bd637b5ad058507e578dd462db259f7f6e4c5c365ba4ee9343"}, {file = "greenlet-2.0.2-cp27-cp27mu-manylinux2010_x86_64.whl", hash = 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python-versions = ">=3.8.1,<3.13" -content-hash = "a7590f6bd58efbc59ab986052bff21f235bb54351d4313d2fa9f99388f5b210c" +content-hash = "db292c30f7f5526895434ccb199b3204bf50eab8248b2b2c102340f97f184984" From 69c13000900e7b4cc8c21feb5ad40cae9e72a2c4 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Tue, 5 Mar 2024 20:04:26 +0300 Subject: [PATCH 056/121] Remove `request_client` param from RESTClient; set `raise_for_status` to False for the client --- sources/rest_api/__init__.py | 1 - sources/rest_api/client.py | 14 ++------------ sources/rest_api/typing.py | 1 - 3 files changed, 2 insertions(+), 14 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 271a6c42f..6a253b548 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -89,7 +89,6 @@ def make_client_config(config: Dict[str, Any]) -> ClientConfig: "base_url": client_config.get("base_url"), "auth": create_auth(client_config.get("auth")), "paginator": create_paginator(client_config.get("paginator")), - "request_client": client_config.get("request_client"), } diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index 9010d1e35..f42ca73b1 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -5,7 +5,6 @@ from requests.auth import AuthBase from requests import Session as BaseSession from requests import Response, Request -from requests.exceptions import HTTPError from dlt.common import logger from dlt.sources.helpers.requests.retry import Client @@ -41,17 +40,14 @@ def __init__( auth: Optional[AuthBase] = None, paginator: Optional[BasePaginator] = None, session: BaseSession = None, - request_client: Client = None, ) -> None: self.base_url = base_url self.headers = headers self.auth = auth if session: self.session = session - elif request_client: - self.session = request_client.session else: - self.session = Client().session + self.session = Client(raise_for_status=False).session self.paginator = paginator if paginator else UnspecifiedPaginator() @@ -140,13 +136,7 @@ def paginate( ) while paginator.has_next_page: - try: - response = self._send_request(request) - except HTTPError as e: - if not response_actions: - raise e - else: - response = e.response + response = self._send_request(request) if response_actions: action_type = self.handle_response_actions(response, response_actions) diff --git a/sources/rest_api/typing.py b/sources/rest_api/typing.py index 19e416077..7daa209e6 100644 --- a/sources/rest_api/typing.py +++ b/sources/rest_api/typing.py @@ -35,7 +35,6 @@ class ClientConfig(TypedDict, total=False): base_url: str auth: Optional[Union[Any, AuthConfig]] paginator: Optional[PaginatorType] - request_client: Optional[Client] class IncrementalConfig(TypedDict, total=False): From 79030f8d2271e351f04e724e74dfe82643b80272 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Tue, 5 Mar 2024 21:41:11 +0300 Subject: [PATCH 057/121] Pass all incremental params from config --- sources/rest_api/__init__.py | 28 ++++++++-------------------- 1 file changed, 8 insertions(+), 20 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 6a253b548..3ad412aab 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -93,35 +93,23 @@ def make_client_config(config: Dict[str, Any]) -> ClientConfig: def setup_incremental_object( - request_params: Dict[str, Any], incremental_config: Optional[IncrementalConfig] + request_params: Dict[str, Any], + incremental_config: Optional[IncrementalConfig] = None, ) -> Tuple[Optional[Incremental[Any]], Optional[str]]: for key, value in request_params.items(): if isinstance(value, dlt.sources.incremental): return value, key if isinstance(value, dict) and value.get("type") == "incremental": + config = remove_key(value, "type") return ( - dlt.sources.incremental( - value.get("cursor_path"), initial_value=value.get("initial_value") - ), + dlt.sources.incremental(**config), key, ) + if incremental_config: + config = remove_key(incremental_config, "param") + return dlt.sources.incremental(**config), incremental_config.get("param") - return setup_incremental_object_from_config(incremental_config) - - -def setup_incremental_object_from_config( - config: Optional[IncrementalConfig], -) -> Tuple[Optional[Incremental[Any]], Optional[str]]: - return ( - ( - dlt.sources.incremental( - config.get("cursor_path"), initial_value=config.get("initial_value") - ), - config.get("param"), - ) - if config - else (None, None) - ) + return None, None def make_parent_key_name(resource_name: str, field_name: str) -> str: From 46e3385f091e5ac3e13ef8dbc38b4ee3bde9ee01 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Tue, 5 Mar 2024 21:57:28 +0300 Subject: [PATCH 058/121] Refactor to argument unpacking --- sources/rest_api/detector.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/sources/rest_api/detector.py b/sources/rest_api/detector.py index 3c9eba976..2cd862d50 100644 --- a/sources/rest_api/detector.py +++ b/sources/rest_api/detector.py @@ -20,13 +20,13 @@ def find_records_key(dictionary, path=None): for key, value in dictionary.items(): # Direct match if key in RECORD_KEY_PATTERNS: - return path + [key] + return [*path, key] if isinstance(value, list) and len(value) > 0 and isinstance(value[0], dict): - return path + [key] + return [*path, key] if isinstance(value, dict): - result = find_records_key(value, path + [key]) + result = find_records_key(value, [*path, key]) if result: return result @@ -43,10 +43,10 @@ def find_next_page_key(dictionary, path=None): for key, value in dictionary.items(): normalized_key = key.lower() if any(pattern in normalized_key for pattern in NEXT_PAGE_KEY_PATTERNS): - return path + [key] + return [*path, key] if isinstance(value, dict): - result = find_next_page_key(value, path + [key]) + result = find_next_page_key(value, [*path, key]) if result: return result From 4b58b7be6e354d710df8b07080c1caf1f75b683d Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 6 Mar 2024 01:41:24 +0300 Subject: [PATCH 059/121] Add more auth classes --- sources/rest_api/auth.py | 96 +++++++++++++++++++++++++++++++++- sources/rest_api/client.py | 16 +++--- tests/rest_api/conftest.py | 87 ++++++++++++++++++++++++++---- tests/rest_api/private_key.pem | 28 ++++++++++ tests/rest_api/test_client.py | 81 ++++++++++++++++++++++++++-- 5 files changed, 283 insertions(+), 25 deletions(-) create mode 100644 tests/rest_api/private_key.pem diff --git a/sources/rest_api/auth.py b/sources/rest_api/auth.py index 02b00c7b5..f762efa4e 100644 --- a/sources/rest_api/auth.py +++ b/sources/rest_api/auth.py @@ -1,9 +1,101 @@ +import math +import requests from requests.auth import AuthBase +from requests import PreparedRequest +import pendulum +import jwt +from cryptography.hazmat.backends import default_backend +from cryptography.hazmat.primitives import serialization + +from dlt.common import logger + class BearerTokenAuth(AuthBase): - def __init__(self, token: str): + def __init__(self, token: str) -> None: self.token = token - def __call__(self, request): + def __call__(self, request: PreparedRequest) -> PreparedRequest: request.headers["Authorization"] = f"Bearer {self.token}" return request + + +class APIKeyAuth(AuthBase): + def __init__(self, key: str, value: str, location: str = "headers") -> None: + self.key = key + self.value = value + self.location = location + + def __call__(self, request: PreparedRequest) -> PreparedRequest: + if self.location == "headers": + request.headers[self.key] = self.value + elif self.location == "params": + request.prepare_url(request.url, {self.key: self.value}) + return request + + +class OAuthJWTAuth(AuthBase): + def __init__( + self, + client_id, + private_key, + auth_endpoint, + scopes, + headers, + private_key_passphrase=None, + ): + self.client_id = client_id + self.private_key = private_key + self.private_key_passphrase = private_key_passphrase + self.auth_endpoint = auth_endpoint + self.scopes = scopes if isinstance(scopes, str) else " ".join(scopes) + self.headers = headers + self.token = None + self.token_expiry = None + + def __call__(self, r): + if self.token is None or self.is_token_expired(): + self.obtain_token() + r.headers["Authorization"] = f"Bearer {self.token}" + return r + + def is_token_expired(self): + return not self.token_expiry or pendulum.now() >= self.token_expiry + + def obtain_token(self): + payload = self.create_jwt_payload() + data = { + "grant_type": "urn:ietf:params:oauth:grant-type:jwt-bearer", + "assertion": jwt.encode( + payload, self.load_private_key(), algorithm="RS256" + ), + } + + logger.debug(f"Obtaining token from {self.auth_endpoint}") + + response = requests.post(self.auth_endpoint, headers=self.headers, data=data) + response.raise_for_status() + + token_response = response.json() + self.token = token_response["access_token"] + self.token_expiry = pendulum.now().add( + seconds=token_response.get("expires_in", 3600) + ) + + def create_jwt_payload(self): + now = pendulum.now() + return { + "iss": self.client_id, + "sub": self.client_id, + "aud": self.auth_endpoint, + "exp": math.floor((now.add(hours=1)).timestamp()), + "iat": math.floor(now.timestamp()), + "scope": self.scopes, + } + + def load_private_key(self): + private_key_bytes = self.private_key.encode("utf-8") + return serialization.load_pem_private_key( + private_key_bytes, + password=self.private_key_passphrase.encode("utf-8") if self.private_key_passphrase else None, + backend=default_backend(), + ) diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index f42ca73b1..bd21bc9a2 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -88,23 +88,19 @@ def _send_request(self, request: Request) -> Response: return self.session.send(prepared_request) - def request(self, path="", method="get", params=None, json=None, hooks=None): - hooks = hooks or {} - + def request(self, path="", method="get", **kwargs): prepared_request = self._create_request( path=path, method=method, - params=params, - json=json, - hooks=hooks, + **kwargs, ) return self._send_request(prepared_request) - def get(self, path="", params=None): - return self.request(path, method="get", params=params) + def get(self, path="", params=None, **kwargs): + return self.request(path, method="get", params=params, **kwargs) - def post(self, path="", json=None): - return self.request(path, method="post", json=json) + def post(self, path="", json=None, **kwargs): + return self.request(path, method="post", json=json, **kwargs) def paginate( self, diff --git a/tests/rest_api/conftest.py b/tests/rest_api/conftest.py index 27bd6e589..840debed3 100644 --- a/tests/rest_api/conftest.py +++ b/tests/rest_api/conftest.py @@ -1,27 +1,51 @@ -import pytest -import requests_mock import re +from typing import NamedTuple, Callable, Pattern import json +import base64 + from urllib.parse import urlsplit, urlunsplit +import pytest +import requests_mock + MOCK_BASE_URL = "https://api.example.com" +class Route(NamedTuple): + method: str + pattern: Pattern + callback: Callable + + class APIRouter: - def __init__(self, base_url): + def __init__(self, base_url: str): self.routes = [] self.base_url = base_url - def get(self, pattern): - def decorator(func): - self.routes.append((re.compile(f"{self.base_url}{pattern}"), func)) - return func + def _add_route(self, method: str, pattern: str, func: Callable) -> Callable: + compiled_pattern = re.compile(f"{self.base_url}{pattern}") + self.routes.append(Route(method, compiled_pattern, func)) + return func + + def get(self, pattern: str) -> Callable: + def decorator(func: Callable) -> Callable: + return self._add_route("GET", pattern, func) + + return decorator + + def post(self, pattern: str) -> Callable: + def decorator(func: Callable) -> Callable: + return self._add_route("POST", pattern, func) return decorator - def register_routes(self, mocker): - for pattern, callback in self.routes: - mocker.register_uri("GET", pattern, text=callback) + def register_routes(self, mocker: requests_mock.Mocker) -> None: + for route in self.routes: + mocker.register_uri( + route.method, + route.pattern, + text=route.callback, + ) router = APIRouter(MOCK_BASE_URL) @@ -109,6 +133,49 @@ def posts_with_results_key(request, context): request, generate_posts(), records_key="many-results" ) + @router.get("/protected/posts/basic-auth") + def protected_basic_auth(request, context): + auth = request.headers.get("Authorization") + creds = "user:password" + creds_base64 = base64.b64encode(creds.encode()).decode() + if auth == f"Basic {creds_base64}": + return paginate_response(request, generate_posts()) + context.status_code = 401 + return json.dumps({"error": "Unauthorized"}) + + @router.get("/protected/posts/bearer-token") + def protected_bearer_token(request, context): + auth = request.headers.get("Authorization") + if auth == "Bearer test-token": + return paginate_response(request, generate_posts()) + context.status_code = 401 + return json.dumps({"error": "Unauthorized"}) + + @router.get("/protected/posts/api-key") + def protected_api_key(request, context): + api_key = request.headers.get("x-api-key") + if api_key == "test-api-key": + return paginate_response(request, generate_posts()) + context.status_code = 401 + return json.dumps({"error": "Unauthorized"}) + + @router.post("/oauth/token") + def oauth_token(request, context): + return json.dumps( + { + "access_token": "test-token", + "expires_in": 3600, + } + ) + + @router.post("/auth/refresh") + def refresh_token(request, context): + body = request.json() + if body.get("refresh_token") == "valid-refresh-token": + return json.dumps({"access_token": "new-valid-token"}) + context.status_code = 401 + return json.dumps({"error": "Invalid refresh token"}) + router.register_routes(m) yield m diff --git a/tests/rest_api/private_key.pem b/tests/rest_api/private_key.pem new file mode 100644 index 000000000..ce4592157 --- /dev/null +++ b/tests/rest_api/private_key.pem @@ -0,0 +1,28 @@ +-----BEGIN PRIVATE KEY----- +MIIEvQIBADANBgkqhkiG9w0BAQEFAASCBKcwggSjAgEAAoIBAQDQQxVECHvO2Gs9 +MaRlD0HG5IpoJ3jhuG+nTgDEY7AU75nO74juOZuQR6AxO5nS/QeZS6bbjrzgz9P4 +vtDTksuSwXrgFJF1M5qiYwLZBr3ZNQA/e/D39+L2735craFsy8x6Xz5OCSCWaAyu +ufOMl1Yt2vRsDZ+x0OPPvKgUCBkgRMDxPbf4kuWnG/f4Z6czt3oReE6SiriT7EXS +ucNccSzgVs9HRopJ0M7jcbWPwGUfSlA3IO1G5sAEfVCihpzFlC7OoB+qAKj0wnAZ +Kr6gOuEFneoNUlErpLaeQwdRE+h61s5JybxZhFgr69n6kYIPG8ra6spVyB13WYt1 +FMEtL4P1AgMBAAECggEALv0vx2OdoaApZAt3Etk0J17JzrG3P8CIKqi6GhV+9V5R +JwRbMhrb21wZy/ntXVI7XG5aBbhJK/UgV8Of5Ni+Z0yRv4zMe/PqfCCYVCTGAYPI +nEpH5n7u3fXP3jPL0/sQlfy2108OY/kygVrR1YMQzfRUyStywGFIAUdI6gogtyt7 +cjh07mmMc8HUMhAVyluE5hpQCLDv5Xige2PY7zv1TqhI3OoJFi27VeBCSyI7x/94 +GM1XpzdFcvYPNPo6aE9vGnDq8TfYwjy+hkY+D9DRpnEmVEXmeBdsxsSD+ybyprO1 +C2sytiV9d3wJ96fhsYupLK88EGxU2uhmFntHuasMQQKBgQD9cWVo7B18FCV/NAdS +nV3KzNtlIrGRFZ7FMZuVZ/ZjOpvzbTVbla3YbRjTkXYpK9Meo8KczwzxQ2TQ1qxY +67SrhfFRRWzktMWqwBSKHPIig+DnqUCUo7OSA0pN+u6yUvFWdINZucB+yMWtgRrj +8GuAMXD/vaoCiNrHVf2V191fwQKBgQDSXP3cqBjBtDLP3qFwDzOG8cR9qiiDvesQ +DXf5seV/rBCXZvkw81t+PGz0O/UrUonv/FqxQR0GqpAdX1ZM3Jko0WxbfoCgsT0u +1aSzcMq1JQt0CI77T8tIPYvym9FO+Jz89kX0WliL/I7GLsmG5EYBK/+dcJBh1QCE +VaMCgrbxNQKBgB10zYWJU8/1A3qqUGOQuLL2ZlV11892BNMEdgHCaIeV60Q6oCX5 +2o+59lW4pVQZrNr1y4uwIN/1pkUDflqDYqdA1RBOEl7uh77Vvk1jGd1bGIu0RzY/ +ZIKG8V7o2E9Pho820YFfLnlN2nPU+owdiFEI7go7QAQ1ZcAfRW7h/O/BAoGBAJg+ +IKO/LBuUFGoIT4HQHpR9CJ2BtkyR+Drn5HpbWyKpHmDUb2gT15VmmduwQOEXnSiH +1AMQgrc+XYpEYyrBRD8cQXV9+g1R+Fua1tXevXWX19AkGYab2xzvHgd46WRj3Qne +GgacFBVLtPCND+CF+HwEobwJqRSEmRks+QpqG4g5AoGAXpw9CZb+gYfwl2hphFGO +kT/NOfk8PN7WeZAe7ktStZByiGhHWaxqYE0q5favhNG6tMxSdmSOzYF8liHWuvJm +cDHqNVJeTGT8rjW7Iz08wj5F+ZAJYCMkM9aDpDUKJIHnOwYZCGfZxRJCiHTReyR7 +u03hoszfCn13l85qBnYlwaw= +-----END PRIVATE KEY----- diff --git a/tests/rest_api/test_client.py b/tests/rest_api/test_client.py index 3363eb309..823a10a6a 100644 --- a/tests/rest_api/test_client.py +++ b/tests/rest_api/test_client.py @@ -1,10 +1,21 @@ +import os import pytest from sources.rest_api.client import RESTClient from sources.rest_api.paginators import JSONResponsePaginator +from sources.rest_api.auth import BearerTokenAuth, APIKeyAuth, OAuthJWTAuth + + +def load_private_key(name="private_key.pem"): + key_path = os.path.join(os.path.dirname(__file__), name) + with open(key_path, "r") as key_file: + return key_file.read() + + +TEST_PRIVATE_KEY = load_private_key() @pytest.fixture -def rest_client(): +def rest_client() -> RESTClient: return RESTClient( base_url="https://api.example.com", headers={"Accept": "application/json"}, @@ -24,7 +35,7 @@ def test_get_single_resource(self, rest_client): assert response.status_code == 200 assert response.json() == {"id": "1", "body": "Post body 1"} - def test_pagination(self, rest_client): + def test_pagination(self, rest_client: RESTClient): pages_iter = rest_client.paginate( "/posts", paginator=JSONResponsePaginator(next_key="next_page"), @@ -41,7 +52,7 @@ def test_default_paginator(self, rest_client): self._assert_pagination(pages) - def test_paginate_with_response_actions(self, rest_client): + def test_paginate_with_response_actions(self, rest_client: RESTClient): pages_iter = rest_client.paginate( "/posts", paginator=JSONResponsePaginator(next_key="next_page"), @@ -64,3 +75,67 @@ def test_paginate_with_response_actions(self, rest_client): pages = list(pages_iter) assert pages == [] + + def test_basic_auth_success(self, rest_client: RESTClient): + response = rest_client.get( + "/protected/posts/basic-auth", + auth=("user", "password"), + ) + assert response.status_code == 200 + assert response.json()["data"][0] == {"id": 0, "title": "Post 0"} + + pages_iter = rest_client.paginate( + "/protected/posts/basic-auth", + auth=("user", "password"), + ) + + pages = list(pages_iter) + self._assert_pagination(pages) + + def test_bearer_token_auth_success(self, rest_client: RESTClient): + response = rest_client.get( + "/protected/posts/bearer-token", + auth=BearerTokenAuth("test-token"), + ) + assert response.status_code == 200 + assert response.json()["data"][0] == {"id": 0, "title": "Post 0"} + + pages_iter = rest_client.paginate( + "/protected/posts/bearer-token", + auth=BearerTokenAuth("test-token"), + ) + + pages = list(pages_iter) + self._assert_pagination(pages) + + def test_api_key_auth_success(self, rest_client: RESTClient): + response = rest_client.get( + "/protected/posts/api-key", + auth=APIKeyAuth(key="x-api-key", value="test-api-key"), + ) + assert response.status_code == 200 + assert response.json()["data"][0] == {"id": 0, "title": "Post 0"} + + def test_oauth_jwt_auth_success(self, rest_client: RESTClient): + auth = OAuthJWTAuth( + client_id="test-client-id", + private_key=TEST_PRIVATE_KEY, + auth_endpoint="https://api.example.com/oauth/token", + scopes=["read", "write"], + headers={"Content-Type": "application/json"}, + ) + + response = rest_client.get( + "/protected/posts/bearer-token", + auth=auth, + ) + + assert response.status_code == 200 + assert "test-token" in response.request.headers["Authorization"] + + pages_iter = rest_client.paginate( + "/protected/posts/bearer-token", + auth=auth, + ) + + self._assert_pagination(list(pages_iter)) \ No newline at end of file From 13e21b8c776e140d1475f12f0e32697e5c0cc97d Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 6 Mar 2024 12:03:01 +0300 Subject: [PATCH 060/121] Factor out records extractor logic --- sources/rest_api/client.py | 27 +++++++++++++++++++-------- 1 file changed, 19 insertions(+), 8 deletions(-) diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index bd21bc9a2..41da7dbdd 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -157,21 +157,32 @@ def paginate( else: logger.info(f"Detected paginator: {paginator.__class__.__name__}") - # If extract_records is None, try to detect records key - # based on the paginator type if extract_records is None: - if isinstance(paginator, (SinglePagePaginator, HeaderLinkPaginator)): - extract_records = lambda response: response.json() # noqa - elif isinstance(paginator, JSONResponsePaginator): - _records_path = find_records_key(response.json()) - if _records_path: - extract_records = self.create_records_extractor(_records_path) + extract_records = self.prepare_records_extractor( + paginator, response, data_selector + ) yield extract_records(response) paginator.update_state(response) paginator.update_request(request) + def prepare_records_extractor( + self, + paginator: BasePaginator, + response: Response, + data_selector: Optional[Union[str, List[str]]], + ): + if data_selector: + return self.create_records_extractor(data_selector) + elif isinstance(paginator, (SinglePagePaginator, HeaderLinkPaginator)): + return lambda resp: resp.json() + elif isinstance(paginator, JSONResponsePaginator): + records_key = find_records_key(response.json()) + if records_key: + return self.create_records_extractor(records_key) + raise ValueError("Unable to prepare a records extractor.") + def create_records_extractor(self, data_selector: Optional[Union[str, List[str]]]): nested_accessor = create_nested_accessor(data_selector) From efd0d80acbf8762427deebac73f1c88cbe0c7c79 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 6 Mar 2024 15:02:50 +0300 Subject: [PATCH 061/121] Add tests for detectors --- tests/rest_api/test_detector.py | 308 ++++++++++++++++++++++++++++++++ 1 file changed, 308 insertions(+) create mode 100644 tests/rest_api/test_detector.py diff --git a/tests/rest_api/test_detector.py b/tests/rest_api/test_detector.py new file mode 100644 index 000000000..336227c18 --- /dev/null +++ b/tests/rest_api/test_detector.py @@ -0,0 +1,308 @@ +import pytest +from sources.rest_api.detector import find_records_key, find_next_page_key + + +TEST_RESPONSES = [ + { + "response": { + "data": [{"id": 1, "name": "Item 1"}, {"id": 2, "name": "Item 2"}], + "pagination": {"offset": 0, "limit": 2, "total": 100}, + }, + "expected": { + "type": "offset_limit", + "records_key": ["data"], + }, + }, + { + "response": { + "items": [ + {"id": 11, "title": "Page Item 1"}, + {"id": 12, "title": "Page Item 2"}, + ], + "page_info": {"current_page": 1, "items_per_page": 2, "total_pages": 50}, + }, + "expected": { + "type": "page_number", + "records_key": ["items"], + }, + }, + { + "response": { + "products": [ + {"id": 101, "name": "Product 1"}, + {"id": 102, "name": "Product 2"}, + ], + "next_cursor": "eyJpZCI6MTAyfQ==", + }, + "expected": { + "type": "cursor", + "records_key": ["products"], + "next_key": ["next_cursor"], + }, + }, + { + "response": { + "results": [ + {"id": 201, "description": "Result 1"}, + {"id": 202, "description": "Result 2"}, + ], + "cursors": {"next": "NjM=", "previous": "MTk="}, + }, + "expected": { + "type": "cursor", + "records_key": ["results"], + "next_key": ["cursors", "next"], + }, + }, + { + "response": { + "entries": [{"id": 31, "value": "Entry 1"}, {"id": 32, "value": "Entry 2"}], + "next_id": 33, + "limit": 2, + }, + "expected": { + "type": "cursor", + "records_key": ["entries"], + "next_key": ["next_id"], + }, + }, + { + "response": { + "comments": [ + {"id": 51, "text": "Comment 1"}, + {"id": 52, "text": "Comment 2"}, + ], + "page_number": 3, + "total_pages": 15, + }, + "expected": { + "type": "page_number", + "records_key": ["comments"], + }, + }, + { + "response": { + "count": 1023, + "next": "https://api.example.org/accounts/?page=5", + "previous": "https://api.example.org/accounts/?page=3", + "results": [{"id": 1, "name": "Account 1"}, {"id": 2, "name": "Account 2"}], + }, + "expected": { + "type": "json_link", + "records_key": ["results"], + "next_key": ["next"], + }, + }, + { + "response": { + "_embedded": { + "items": [{"id": 1, "name": "Item 1"}, {"id": 2, "name": "Item 2"}] + }, + "_links": { + "first": {"href": "http://api.example.com/items?page=0&size=2"}, + "self": {"href": "http://api.example.com/items?page=1&size=2"}, + "next": {"href": "http://api.example.com/items?page=2&size=2"}, + "last": {"href": "http://api.example.com/items?page=50&size=2"}, + }, + "page": {"size": 2, "totalElements": 100, "totalPages": 50, "number": 1}, + }, + "expected": { + "type": "json_link", + "records_key": ["_embedded", "items"], + "next_key": ["_links", "next", "href"], + }, + }, + { + "response": { + "items": [{"id": 1, "name": "Item 1"}, {"id": 2, "name": "Item 2"}], + "meta": { + "currentPage": 1, + "pageSize": 2, + "totalPages": 50, + "totalItems": 100, + }, + "links": { + "firstPage": "/items?page=1&limit=2", + "previousPage": "/items?page=0&limit=2", + "nextPage": "/items?page=2&limit=2", + "lastPage": "/items?page=50&limit=2", + }, + }, + "expected": { + "type": "json_link", + "records_key": ["items"], + "next_key": ["links", "nextPage"], + }, + }, + { + "response": { + "data": [{"id": 1, "name": "Item 1"}, {"id": 2, "name": "Item 2"}], + "pagination": { + "currentPage": 1, + "pageSize": 2, + "totalPages": 5, + "totalItems": 10, + }, + }, + "expected": { + "type": "page_number", + "records_key": ["data"], + }, + }, + { + "response": { + "items": [{"id": 1, "title": "Item 1"}, {"id": 2, "title": "Item 2"}], + "pagination": {"page": 1, "perPage": 2, "total": 10, "totalPages": 5}, + }, + "expected": { + "type": "page_number", + "records_key": ["items"], + }, + }, + { + "response": { + "data": [ + {"id": 1, "description": "Item 1"}, + {"id": 2, "description": "Item 2"}, + ], + "meta": { + "currentPage": 1, + "itemsPerPage": 2, + "totalItems": 10, + "totalPages": 5, + }, + "links": { + "first": "/api/items?page=1", + "previous": None, + "next": "/api/items?page=2", + "last": "/api/items?page=5", + }, + }, + "expected": { + "type": "json_link", + "records_key": ["data"], + "next_key": ["links", "next"], + }, + }, + { + "response": { + "page": 2, + "per_page": 10, + "total": 100, + "pages": 10, + "data": [{"id": 1, "name": "Item 1"}, {"id": 2, "name": "Item 2"}], + }, + "expected": { + "type": "page_number", + "records_key": ["data"], + }, + }, + { + "response": { + "currentPage": 1, + "pageSize": 10, + "totalPages": 5, + "totalRecords": 50, + "items": [{"id": 1, "name": "Item 1"}, {"id": 2, "name": "Item 2"}], + }, + "expected": { + "type": "page_number", + "records_key": ["items"], + }, + }, + { + "response": { + "articles": [ + {"id": 21, "headline": "Article 1"}, + {"id": 22, "headline": "Article 2"}, + ], + "paging": {"current": 3, "size": 2, "total": 60}, + }, + "expected": { + "type": "page_number", + "records_key": ["articles"], + }, + }, + { + "response": { + "feed": [ + {"id": 41, "content": "Feed Content 1"}, + {"id": 42, "content": "Feed Content 2"}, + ], + "offset": 40, + "limit": 2, + "total_count": 200, + }, + "expected": { + "type": "offset_limit", + "records_key": ["feed"], + }, + }, + { + "response": { + "query_results": [ + {"id": 81, "snippet": "Result Snippet 1"}, + {"id": 82, "snippet": "Result Snippet 2"}, + ], + "page_details": { + "number": 1, + "size": 2, + "total_elements": 50, + "total_pages": 25, + }, + }, + "expected": { + "type": "page_number", + "records_key": ["query_results"], + }, + }, + { + "response": { + "posts": [ + {"id": 91, "title": "Blog Post 1"}, + {"id": 92, "title": "Blog Post 2"}, + ], + "pagination_details": { + "current_page": 4, + "posts_per_page": 2, + "total_posts": 100, + "total_pages": 50, + }, + }, + "expected": { + "type": "page_number", + "records_key": ["posts"], + }, + }, + { + "response": { + "catalog": [ + {"id": 101, "product_name": "Product A"}, + {"id": 102, "product_name": "Product B"}, + ], + "page_metadata": { + "index": 1, + "size": 2, + "total_items": 20, + "total_pages": 10, + }, + }, + "expected": { + "type": "page_number", + "records_key": ["catalog"], + }, + }, +] + + +@pytest.mark.parametrize("test_case", TEST_RESPONSES) +def test_find_records_key(test_case): + response = test_case["response"] + expected = test_case["expected"]["records_key"] + assert find_records_key(response) == expected + +@pytest.mark.parametrize("test_case", TEST_RESPONSES) +def test_find_next_page_key(test_case): + response = test_case["response"] + expected = test_case.get("expected").get("next_key", None) # Some cases may not have next_key + assert find_next_page_key(response) == expected \ No newline at end of file From dbe1b6573ac6c9d045d689fd63ef3ca8f9f88787 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 6 Mar 2024 18:25:15 +0300 Subject: [PATCH 062/121] Remove UnspecifiedPaginator --- sources/rest_api/__init__.py | 3 +-- sources/rest_api/client.py | 28 ++++++++++++++-------------- sources/rest_api/paginators.py | 8 -------- 3 files changed, 15 insertions(+), 24 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 3ad412aab..3a89c40e6 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -25,7 +25,6 @@ BasePaginator, HeaderLinkPaginator, JSONResponsePaginator, - UnspecifiedPaginator, SinglePagePaginator, ) from .typing import ( @@ -45,7 +44,7 @@ PAGINATOR_MAP = { "json_links": JSONResponsePaginator, "header_links": HeaderLinkPaginator, - "auto": UnspecifiedPaginator, + "auto": None, "single_page": SinglePagePaginator, } diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index 41da7dbdd..b39559809 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -11,7 +11,6 @@ from .paginators import ( BasePaginator, - UnspecifiedPaginator, SinglePagePaginator, JSONResponsePaginator, HeaderLinkPaginator, @@ -49,7 +48,7 @@ def __init__( else: self.session = Client(raise_for_status=False).session - self.paginator = paginator if paginator else UnspecifiedPaginator() + self.paginator = paginator def _create_request( self, @@ -131,7 +130,7 @@ def paginate( path=path, method=method, params=params, json=json, auth=auth, hooks=hooks ) - while paginator.has_next_page: + while True: response = self._send_request(request) if response_actions: @@ -145,17 +144,8 @@ def paginate( logger.info("Retrying request.") continue - if isinstance(paginator, UnspecifiedPaginator): - # Detect suitable paginator and its params - paginator = create_paginator(response) - - # If no paginator is found, raise an error - if paginator is None: - raise ValueError( - f"No suitable paginator found for the response at {response.url}" - ) - else: - logger.info(f"Detected paginator: {paginator.__class__.__name__}") + if paginator is None: + paginator = self.detect_paginator(response) if extract_records is None: extract_records = self.prepare_records_extractor( @@ -167,6 +157,16 @@ def paginate( paginator.update_state(response) paginator.update_request(request) + if not paginator.has_next_page: + break + + def detect_paginator(self, response: Response) -> BasePaginator: + paginator = create_paginator(response) + if paginator is None: + raise ValueError(f"No suitable paginator found for the response at {response.url}") + logger.info(f"Detected paginator: {paginator.__class__.__name__}") + return paginator + def prepare_records_extractor( self, paginator: BasePaginator, diff --git a/sources/rest_api/paginators.py b/sources/rest_api/paginators.py index dad4e7e0e..0fac03c86 100644 --- a/sources/rest_api/paginators.py +++ b/sources/rest_api/paginators.py @@ -149,11 +149,3 @@ def update_state(self, response: Response): self.next_reference = self._next_key_accessor(response.json()) except KeyError: self.next_reference = None - - -class UnspecifiedPaginator(BasePaginator): - def update_state(self, response: Response) -> None: - return Exception("Can't update state with this paginator") - - def update_request(self, request: Request) -> None: - return From fefd704113b904e86cf28d4539f57089308b68de Mon Sep 17 00:00:00 2001 From: rudolfix Date: Wed, 6 Mar 2024 16:29:21 +0100 Subject: [PATCH 063/121] [REST CLIENT] alt response extractor (#396) * fixes typings to work with Python 3.8 * uses alt response extractor + jsonpath * cleansup code, fixes detector tests --- sources/rest_api/__init__.py | 6 ++-- sources/rest_api/client.py | 53 ++++++++------------------------ sources/rest_api/detector.py | 54 +++++++++++++++++++-------------- sources/rest_api/typing.py | 2 +- tests/rest_api/test_detector.py | 9 ++++-- 5 files changed, 55 insertions(+), 69 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 3a89c40e6..5fbffc2fd 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -246,7 +246,7 @@ def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: # TODO: Remove _resolved_param from endpoint_resource resolved_param: ResolvedParam = endpoint_resource.pop("_resolved_param", None) - include_from_parent: list[str] = endpoint_resource.pop( + include_from_parent: List[str] = endpoint_resource.pop( "include_from_parent", [] ) if not resolved_param and include_from_parent: @@ -420,8 +420,8 @@ def find_resolved_params(endpoint_config: Endpoint) -> List[ResolvedParam]: def check_connection( source: DltSource, - *resource_names: list[str], -) -> tuple[bool, str]: + *resource_names: List[str], +) -> Tuple[bool, str]: try: list(source.with_resources(*resource_names).add_limit(1)) return (True, "") diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index b39559809..429cc17f8 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -7,6 +7,7 @@ from requests import Response, Request from dlt.common import logger +from dlt.common import jsonpath from dlt.sources.helpers.requests.retry import Client from .paginators import ( @@ -15,7 +16,7 @@ JSONResponsePaginator, HeaderLinkPaginator, ) -from .detector import create_paginator, find_records_key +from .detector import create_paginator, find_records from .utils import join_url, create_nested_accessor @@ -122,9 +123,9 @@ def paginate( """ paginator = copy.deepcopy(paginator if paginator else self.paginator) - extract_records = ( - self.create_records_extractor(data_selector) if data_selector else None - ) + # extract_records = ( + # self.create_records_extractor(data_selector) if data_selector else None + # ) request = self._create_request( path=path, method=method, params=params, json=json, auth=auth, hooks=hooks @@ -147,47 +148,17 @@ def paginate( if paginator is None: paginator = self.detect_paginator(response) - if extract_records is None: - extract_records = self.prepare_records_extractor( - paginator, response, data_selector - ) - - yield extract_records(response) + if data_selector: + # we should compile data_selector + data = jsonpath.find_values(data_selector, response.json()) + # extract if single item selected + yield data[0] if len(data) == 1 else data + else: + yield find_records(response.json()) paginator.update_state(response) paginator.update_request(request) - if not paginator.has_next_page: - break - - def detect_paginator(self, response: Response) -> BasePaginator: - paginator = create_paginator(response) - if paginator is None: - raise ValueError(f"No suitable paginator found for the response at {response.url}") - logger.info(f"Detected paginator: {paginator.__class__.__name__}") - return paginator - - def prepare_records_extractor( - self, - paginator: BasePaginator, - response: Response, - data_selector: Optional[Union[str, List[str]]], - ): - if data_selector: - return self.create_records_extractor(data_selector) - elif isinstance(paginator, (SinglePagePaginator, HeaderLinkPaginator)): - return lambda resp: resp.json() - elif isinstance(paginator, JSONResponsePaginator): - records_key = find_records_key(response.json()) - if records_key: - return self.create_records_extractor(records_key) - raise ValueError("Unable to prepare a records extractor.") - - def create_records_extractor(self, data_selector: Optional[Union[str, List[str]]]): - nested_accessor = create_nested_accessor(data_selector) - - return lambda response: nested_accessor(response.json()) - def handle_response_actions( self, response: Response, actions: List[Dict[str, Any]] ): diff --git a/sources/rest_api/detector.py b/sources/rest_api/detector.py index 2cd862d50..ad9859224 100644 --- a/sources/rest_api/detector.py +++ b/sources/rest_api/detector.py @@ -6,31 +6,41 @@ SinglePagePaginator, ) -RECORD_KEY_PATTERNS = {"data", "items", "results", "entries"} +RECORD_KEY_PATTERNS = {"data", "items", "results", "entries", "records", "rows", "entities", "payload"} +NON_RECORD_KEY_PATTERNS = {"meta", "metadata", "pagination", "links", "extras", "headers"} NEXT_PAGE_KEY_PATTERNS = {"next", "nextpage", "nexturl"} -def find_records_key(dictionary, path=None): - if not isinstance(dictionary, dict): - return None - - if path is None: - path = [] - - for key, value in dictionary.items(): - # Direct match - if key in RECORD_KEY_PATTERNS: - return [*path, key] - - if isinstance(value, list) and len(value) > 0 and isinstance(value[0], dict): - return [*path, key] - - if isinstance(value, dict): - result = find_records_key(value, [*path, key]) - if result: - return result - - return None +def find_all_lists(dict_, result=None, level=0): + """Recursively looks for lists in dict_ and returns tuples + in format (nesting level, dictionary key, list) + """ + if level > 2: + return [] + + for key, value in dict_.items(): + if isinstance(value, list): + result.append((level, key, value)) + elif isinstance(value, dict): + find_all_lists(value, result, level + 1) + + return result + + +def find_records(response): + # when a list was returned (or in rare case a simple type or null) + if not isinstance(response, dict): + return response + lists = find_all_lists(response, result=[]) + if len(lists) == 0: + # could not detect anything + return response + # we are ordered by nesting level, find the most suitable list + try: + return next(l[2] for l in lists if l[1] in RECORD_KEY_PATTERNS and l[1] not in NON_RECORD_KEY_PATTERNS) + except StopIteration: + # return the least nested element + return lists[0][2] def find_next_page_key(dictionary, path=None): diff --git a/sources/rest_api/typing.py b/sources/rest_api/typing.py index 7daa209e6..f2a47f1fd 100644 --- a/sources/rest_api/typing.py +++ b/sources/rest_api/typing.py @@ -9,7 +9,7 @@ ) from dlt.sources.helpers.requests.retry import Client -from dlt.extract.typing import TTableHintTemplate +from dlt.extract.items import TTableHintTemplate from dlt.extract.incremental import Incremental from .paginators import BasePaginator diff --git a/tests/rest_api/test_detector.py b/tests/rest_api/test_detector.py index 336227c18..fcf234703 100644 --- a/tests/rest_api/test_detector.py +++ b/tests/rest_api/test_detector.py @@ -1,5 +1,6 @@ import pytest -from sources.rest_api.detector import find_records_key, find_next_page_key +from sources.rest_api.detector import find_records, find_next_page_key +from sources.rest_api.utils import create_nested_accessor TEST_RESPONSES = [ @@ -299,7 +300,11 @@ def test_find_records_key(test_case): response = test_case["response"] expected = test_case["expected"]["records_key"] - assert find_records_key(response) == expected + r = find_records(response) + # all of them look fine mostly because those are simple cases... + # case 7 fails because it is nested but in fact we select a right response + assert r is create_nested_accessor(expected)(response) + @pytest.mark.parametrize("test_case", TEST_RESPONSES) def test_find_next_page_key(test_case): From c5350882219351e4498308a762176672f4eb5cfb Mon Sep 17 00:00:00 2001 From: rudolfix Date: Wed, 6 Mar 2024 16:47:18 +0100 Subject: [PATCH 064/121] makes openapi friendly auth (#397) * fixes typings to work with Python 3.8 * uses alt response extractor + jsonpath * cleansup code, fixes detector tests * converts auths into dlt specs, fixes tests --- sources/rest_api/auth.py | 93 ++++++++++++++++++++++++++++++----- sources/rest_api/client.py | 1 + tests/rest_api/test_client.py | 8 +-- 3 files changed, 87 insertions(+), 15 deletions(-) diff --git a/sources/rest_api/auth.py b/sources/rest_api/auth.py index f762efa4e..d13b836c4 100644 --- a/sources/rest_api/auth.py +++ b/sources/rest_api/auth.py @@ -1,4 +1,6 @@ +from base64 import b64encode import math +from typing import Dict, Final, Literal, Optional import requests from requests.auth import AuthBase from requests import PreparedRequest @@ -9,9 +11,27 @@ from dlt.common import logger +from dlt.common.configuration.specs.base_configuration import configspec +from dlt.common.configuration.specs import CredentialsConfiguration +from dlt.common.typing import TSecretStrValue -class BearerTokenAuth(AuthBase): - def __init__(self, token: str) -> None: + +TApiKeyLocation = Literal["header", "cookie", "query", "param"] # Alias for scheme "in" field + +class AuthConfigBase(AuthBase, CredentialsConfiguration): + """Authenticator base which is both `requests` friendly AuthBase and dlt SPEC + configurable via env variables or toml files + """ + pass + + +@configspec +class BearerTokenAuth(AuthConfigBase): + type: Final[Literal["http"]] = "http" + scheme: Literal["bearer"] = "bearer" + token: TSecretStrValue + + def __init__(self, token: TSecretStrValue) -> None: self.token = token def __call__(self, request: PreparedRequest) -> PreparedRequest: @@ -19,21 +39,72 @@ def __call__(self, request: PreparedRequest) -> PreparedRequest: return request -class APIKeyAuth(AuthBase): - def __init__(self, key: str, value: str, location: str = "headers") -> None: - self.key = key - self.value = value +@configspec +class APIKeyAuth(AuthConfigBase): + type: Final[Literal["apiKey"]] = "apiKey" + location: TApiKeyLocation = "header" + name: str + api_key: TSecretStrValue + + def __init__(self, name: str, api_key: TSecretStrValue, location: TApiKeyLocation = "header") -> None: + self.name = name + self.api_key = api_key self.location = location def __call__(self, request: PreparedRequest) -> PreparedRequest: - if self.location == "headers": - request.headers[self.key] = self.value - elif self.location == "params": - request.prepare_url(request.url, {self.key: self.value}) + if self.location == "header": + request.headers[self.name] = self.api_key + elif self.location in ["query", "param"]: + request.prepare_url(request.url, {self.name: self.api_key}) + elif self.location == "cookie": + raise NotImplementedError() + return request + + +@configspec +class HttpBasicAuth(AuthConfigBase): + type: Final[Literal["http"]] = "http" + scheme: Literal["basic"] = "basic" + username: str + password: TSecretStrValue + + def __init__(self, username: str, password: TSecretStrValue) -> None: + self.username = username + self.password = password + + def __call__(self, request: PreparedRequest) -> PreparedRequest: + encoded = b64encode(f"{self.username}:{self.password}".encode()).decode() + request.headers["Authorization"] = f"Basic {encoded}" + return request + + +@configspec +class OAuth2AuthBase(AuthConfigBase): + """Base class for oauth2 authenticators. requires access_token""" + # TODO: Separate class for flows (implicit, authorization_code, client_credentials, etc) + type: Final[Literal["oauth2"]] = "oauth2" + access_token: TSecretStrValue + + def __init__(self, access_token: TSecretStrValue) -> None: + self.access_token = access_token + + def __call__(self, request: PreparedRequest) -> PreparedRequest: + request.headers["Authorization"] = f"Bearer {self.access_token}" return request -class OAuthJWTAuth(AuthBase): +@configspec +class OAuthJWTAuth(BearerTokenAuth): + """This is a form of Bearer auth, actually there's not standard way to declare it in openAPI""" + format: Final[Literal["JWT"]] = "JWT" + + client_id: str + private_key: TSecretStrValue + auth_endpoint: str + scopes: Optional[str] = None + headers: Optional[Dict[str, str]] = None + private_key_passphrase: Optional[TSecretStrValue] = None + def __init__( self, client_id, diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index 429cc17f8..f2f518805 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -159,6 +159,7 @@ def paginate( paginator.update_state(response) paginator.update_request(request) + def handle_response_actions( self, response: Response, actions: List[Dict[str, Any]] ): diff --git a/tests/rest_api/test_client.py b/tests/rest_api/test_client.py index 823a10a6a..66b7a63a5 100644 --- a/tests/rest_api/test_client.py +++ b/tests/rest_api/test_client.py @@ -2,7 +2,7 @@ import pytest from sources.rest_api.client import RESTClient from sources.rest_api.paginators import JSONResponsePaginator -from sources.rest_api.auth import BearerTokenAuth, APIKeyAuth, OAuthJWTAuth +from sources.rest_api.auth import BearerTokenAuth, APIKeyAuth, HttpBasicAuth, OAuth2AuthBase, OAuthJWTAuth def load_private_key(name="private_key.pem"): @@ -79,14 +79,14 @@ def test_paginate_with_response_actions(self, rest_client: RESTClient): def test_basic_auth_success(self, rest_client: RESTClient): response = rest_client.get( "/protected/posts/basic-auth", - auth=("user", "password"), + auth=HttpBasicAuth("user", "password"), ) assert response.status_code == 200 assert response.json()["data"][0] == {"id": 0, "title": "Post 0"} pages_iter = rest_client.paginate( "/protected/posts/basic-auth", - auth=("user", "password"), + auth=HttpBasicAuth("user", "password"), ) pages = list(pages_iter) @@ -111,7 +111,7 @@ def test_bearer_token_auth_success(self, rest_client: RESTClient): def test_api_key_auth_success(self, rest_client: RESTClient): response = rest_client.get( "/protected/posts/api-key", - auth=APIKeyAuth(key="x-api-key", value="test-api-key"), + auth=APIKeyAuth(name="x-api-key", api_key="test-api-key"), ) assert response.status_code == 200 assert response.json()["data"][0] == {"id": 0, "title": "Post 0"} From 5a1f3b5b6fe5714681bcc53205ea30539ca8e95d Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 6 Mar 2024 18:58:03 +0300 Subject: [PATCH 065/121] Bring detect_paginator back --- sources/rest_api/client.py | 20 +++++++++++++------- 1 file changed, 13 insertions(+), 7 deletions(-) diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index f2f518805..edd979bd5 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -10,15 +10,10 @@ from dlt.common import jsonpath from dlt.sources.helpers.requests.retry import Client -from .paginators import ( - BasePaginator, - SinglePagePaginator, - JSONResponsePaginator, - HeaderLinkPaginator, -) +from .paginators import BasePaginator from .detector import create_paginator, find_records -from .utils import join_url, create_nested_accessor +from .utils import join_url class RESTClient: @@ -159,6 +154,17 @@ def paginate( paginator.update_state(response) paginator.update_request(request) + if not paginator.has_next_page: + break + + def detect_paginator(self, response: Response) -> BasePaginator: + paginator = create_paginator(response) + if paginator is None: + raise ValueError( + f"No suitable paginator found for the response at {response.url}" + ) + logger.info(f"Detected paginator: {paginator.__class__.__name__}") + return paginator def handle_response_actions( self, response: Response, actions: List[Dict[str, Any]] From 05e899e5abbaa1321fed7d9a2cba14df2fcfc9a1 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 6 Mar 2024 19:44:10 +0300 Subject: [PATCH 066/121] Fix test case for nested key (next.url); format code --- sources/rest_api/detector.py | 41 ++++++++++++++++++++++++++++++------ 1 file changed, 35 insertions(+), 6 deletions(-) diff --git a/sources/rest_api/detector.py b/sources/rest_api/detector.py index ad9859224..037e829d4 100644 --- a/sources/rest_api/detector.py +++ b/sources/rest_api/detector.py @@ -6,14 +6,31 @@ SinglePagePaginator, ) -RECORD_KEY_PATTERNS = {"data", "items", "results", "entries", "records", "rows", "entities", "payload"} -NON_RECORD_KEY_PATTERNS = {"meta", "metadata", "pagination", "links", "extras", "headers"} +RECORD_KEY_PATTERNS = { + "data", + "items", + "results", + "entries", + "records", + "rows", + "entities", + "payload", +} +NON_RECORD_KEY_PATTERNS = { + "meta", + "metadata", + "pagination", + "links", + "extras", + "headers", +} NEXT_PAGE_KEY_PATTERNS = {"next", "nextpage", "nexturl"} +NEXT_PAGE_DICT_KEY_PATTERNS = {"href", "url"} def find_all_lists(dict_, result=None, level=0): """Recursively looks for lists in dict_ and returns tuples - in format (nesting level, dictionary key, list) + in format (nesting level, dictionary key, list) """ if level > 2: return [] @@ -37,12 +54,21 @@ def find_records(response): return response # we are ordered by nesting level, find the most suitable list try: - return next(l[2] for l in lists if l[1] in RECORD_KEY_PATTERNS and l[1] not in NON_RECORD_KEY_PATTERNS) + return next( + l[2] + for l in lists + if l[1] in RECORD_KEY_PATTERNS and l[1] not in NON_RECORD_KEY_PATTERNS + ) except StopIteration: # return the least nested element return lists[0][2] +def matches_any_pattern(key, patterns): + normalized_key = key.lower() + return any(pattern in normalized_key for pattern in patterns) + + def find_next_page_key(dictionary, path=None): if not isinstance(dictionary, dict): return None @@ -51,8 +77,11 @@ def find_next_page_key(dictionary, path=None): path = [] for key, value in dictionary.items(): - normalized_key = key.lower() - if any(pattern in normalized_key for pattern in NEXT_PAGE_KEY_PATTERNS): + if matches_any_pattern(key, NEXT_PAGE_KEY_PATTERNS): + if isinstance(value, dict): + for dict_key in value: + if matches_any_pattern(dict_key, NEXT_PAGE_DICT_KEY_PATTERNS): + return [*path, key, dict_key] return [*path, key] if isinstance(value, dict): From 0c2ddcf702bc16e58d0c94acb07e93d74a951b72 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 6 Mar 2024 21:34:38 +0300 Subject: [PATCH 067/121] Revert Notion source --- sources/notion/__init__.py | 20 +++------------ sources/notion/helpers/database.py | 38 +++++++++++++++------------- sources/notion/helpers/paginator.py | 14 ---------- sources/notion/settings.py | 4 --- tests/notion/test_notion_database.py | 4 +-- 5 files changed, 27 insertions(+), 53 deletions(-) delete mode 100644 sources/notion/helpers/paginator.py diff --git a/sources/notion/__init__.py b/sources/notion/__init__.py index 84d192871..7666a3daa 100644 --- a/sources/notion/__init__.py +++ b/sources/notion/__init__.py @@ -4,9 +4,6 @@ import dlt from dlt.sources import DltResource -from rest_api import RESTClient, BearerTokenAuth -from .settings import API_URL, DEFAULT_HEADERS -from .helpers.paginator import NotionPaginator from .helpers.client import NotionClient from .helpers.database import NotionDatabase @@ -30,24 +27,15 @@ def notion_databases( Yields: DltResource: Data resources from Notion databases. """ - notion_client = RESTClient( - base_url=API_URL, - headers=DEFAULT_HEADERS, - auth=BearerTokenAuth(api_key), - paginator=NotionPaginator(), - ) + notion_client = NotionClient(api_key) if database_ids is None: - search_results = notion_client.paginate( - "/search", - json={"filter": {"value": "database", "property": "object"}}, - method="post", + search_results = notion_client.search( + filter_criteria={"value": "database", "property": "object"} ) - database_ids = [ {"id": result["id"], "use_name": result["title"][0]["plain_text"]} - for page in search_results - for result in page + for result in search_results ] for database in database_ids: diff --git a/sources/notion/helpers/database.py b/sources/notion/helpers/database.py index 93525097e..29212850c 100644 --- a/sources/notion/helpers/database.py +++ b/sources/notion/helpers/database.py @@ -2,7 +2,7 @@ from dlt.common.typing import TDataItem -from api_client import RESTClient +from .client import NotionClient class NotionDatabase: @@ -14,7 +14,7 @@ class NotionDatabase: notion_client (NotionClient): A client to interact with the Notion API. """ - def __init__(self, database_id: str, notion_client: RESTClient): + def __init__(self, database_id: str, notion_client: NotionClient): self.database_id = database_id self.notion_client = notion_client @@ -27,7 +27,7 @@ def get_structure(self) -> Any: Returns: Any: The structure of the database. """ - return self.notion_client.get(f"databases/{self.database_id}") + return self.notion_client.fetch_resource("databases", self.database_id) def query( self, @@ -57,18 +57,22 @@ def query( Yields: List[Dict[str, Any]]: A record from the database. """ - payload = { - "filter": filter_criteria, - "sorts": sorts, - "start_cursor": start_cursor, - "page_size": page_size, - } + while True: + payload = { + "filter": filter_criteria, + "sorts": sorts, + "start_cursor": start_cursor, + "page_size": page_size, + } + response = self.notion_client.send_payload( + "databases", + self.database_id, + subresource="query", + query_params=filter_properties, + payload=payload, + ) - filtered_payload = {k: v for k, v in payload.items() if v is not None} - - return self.notion_client.paginate( - f"databases/{self.database_id}/query", - params=filter_properties, - json=filtered_payload, - method="post", - ) + yield response.get("results", []) + if not response.get("has_more"): + break + start_cursor = response.get("next_cursor") diff --git a/sources/notion/helpers/paginator.py b/sources/notion/helpers/paginator.py deleted file mode 100644 index 50243a2e8..000000000 --- a/sources/notion/helpers/paginator.py +++ /dev/null @@ -1,14 +0,0 @@ -from dlt.sources.helpers.requests import Response -from rest_api import JSONResponsePaginator - -class NotionPaginator(JSONResponsePaginator): - def __init__(self, cursor_key='next_cursor', records_key='results'): - super().__init__(next_key=cursor_key, records_key=records_key) - - def prepare_next_request_args(self, url, params, json): - json = json or {} - - if self.next_reference: - json["start_cursor"] = self.next_reference - - return url, params, json diff --git a/sources/notion/settings.py b/sources/notion/settings.py index 0c5e431fc..fe4ecbb1e 100644 --- a/sources/notion/settings.py +++ b/sources/notion/settings.py @@ -1,7 +1,3 @@ """Notion source settings and constants""" API_URL = "https://api.notion.com/v1" -DEFAULT_HEADERS = { - "accept": "application/json", - "Notion-Version": "2022-06-28" -} diff --git a/tests/notion/test_notion_database.py b/tests/notion/test_notion_database.py index 2bf432df3..6ea48cbcd 100644 --- a/tests/notion/test_notion_database.py +++ b/tests/notion/test_notion_database.py @@ -3,7 +3,7 @@ from sources.notion.helpers.database import NotionDatabase from sources.notion.helpers.client import NotionClient -@pytest.mark.skip + @patch.object(NotionClient, "fetch_resource") def test_get_structure(mock_fetch_resource): mock_fetch_resource.return_value = { @@ -21,7 +21,7 @@ def test_get_structure(mock_fetch_resource): } mock_fetch_resource.assert_called_once_with("databases", "database_id") -@pytest.mark.skip + @patch.object(NotionClient, "send_payload") def test_query(mock_send_payload): mock_send_payload.return_value = { From 45be0cfa0907527a2250845dd538d78ea97d49be Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 6 Mar 2024 21:40:01 +0300 Subject: [PATCH 068/121] Revert Personio and Zendesk --- sources/personio/__init__.py | 6 +- sources/personio/helpers.py | 65 ++++++++++++------ sources/personio/paginator.py | 30 -------- sources/personio/settings.py | 3 - sources/zendesk/helpers/paginators.py | 54 --------------- sources/zendesk/helpers/talk_api.py | 94 -------------------------- tests/personio/test_personio_client.py | 55 --------------- tests/personio/test_personio_source.py | 51 -------------- 8 files changed, 48 insertions(+), 310 deletions(-) delete mode 100644 sources/personio/paginator.py delete mode 100644 sources/personio/settings.py delete mode 100644 sources/zendesk/helpers/paginators.py delete mode 100644 sources/zendesk/helpers/talk_api.py delete mode 100644 tests/personio/test_personio_client.py delete mode 100644 tests/personio/test_personio_source.py diff --git a/sources/personio/__init__.py b/sources/personio/__init__.py index 9882eddf5..3e5549a82 100644 --- a/sources/personio/__init__.py +++ b/sources/personio/__init__.py @@ -9,7 +9,7 @@ from dlt.sources import DltResource from .helpers import PersonioAPI -from .settings import BASE_URL, DEFAULT_ITEMS_PER_PAGE, FIRST_DAY_OF_MILLENNIUM +from .settings import DEFAULT_ITEMS_PER_PAGE, FIRST_DAY_OF_MILLENNIUM @dlt.source(name="personio") @@ -29,9 +29,7 @@ def personio_source( Iterable: A list of DltResource objects representing the data resources. """ - client = PersonioAPI( - base_url=BASE_URL, client_id=client_id,client_secret=client_secret - ) + client = PersonioAPI(client_id, client_secret) @dlt.resource(primary_key="id", write_disposition="merge") def employees( diff --git a/sources/personio/helpers.py b/sources/personio/helpers.py index c720a572c..8a29bbc10 100644 --- a/sources/personio/helpers.py +++ b/sources/personio/helpers.py @@ -5,33 +5,35 @@ from dlt.common.typing import Dict, TDataItems from dlt.sources.helpers import requests -from ..api_client import RESTClient, BearerTokenAuth -from .paginator import Paginator - -class PersonioAPI(RESTClient): +class PersonioAPI: """A Personio API client.""" - def __init__(self, base_url: str, client_id: str, client_secret: str) -> None: + base_url = "https://api.personio.de/v1/" + + def __init__(self, client_id: str, client_secret: str) -> None: """ Args: client_id: The client ID of your app. client_secret: The client secret of your app. """ - self.access_token = self.get_token(base_url, client_id, client_secret) - super().__init__(base_url, auth=BearerTokenAuth(self.access_token)) + self.client_id = client_id + self.client_secret = client_secret + self.access_token = self.get_token() - def get_token(self, base_url: str, client_id: str, client_secret: str) -> str: + def get_token(self) -> str: """Get an access token from Personio. Returns: The access token. """ - url = urljoin(base_url, "auth") - response = requests.post( - url, json={"client_id": client_id, "client_secret": client_secret} - ) - return response.json()["data"]["token"] + headers = {"Content-Type": "application/json", "Accept": "application/json"} + data = {"client_id": self.client_id, "client_secret": self.client_secret} + url = urljoin(self.base_url, "auth") + response = requests.request("POST", url, headers=headers, json=data) + json_response = response.json() + token: str = json_response["data"]["token"] + return token def get_pages( self, @@ -50,9 +52,34 @@ def get_pages( List of data items from the page """ params = params or {} - for page_content in self.paginate( - path=resource, - params=params, - paginator=Paginator(offset_by_page=offset_by_page), - ): - yield page_content + headers = {"Authorization": f"Bearer {self.access_token}"} + params.update({"offset": int(offset_by_page), "page": int(offset_by_page)}) + url = urljoin(self.base_url, resource) + starts_from_zero = False + while True: + response = requests.get(url, headers=headers, params=params) + json_response = response.json() + # Get an item list from the page + yield json_response["data"] + + metadata = json_response.get("metadata") + if not metadata: + break + + total_pages = metadata.get("total_pages") + current_page = metadata.get("current_page") + if current_page == 0: + starts_from_zero = True + + if ( + current_page >= (total_pages - int(starts_from_zero)) + or not json_response["data"] + ): + break + + if offset_by_page: + params["offset"] += 1 + params["page"] += 1 + else: + params["offset"] += params["limit"] + params["page"] += 1 diff --git a/sources/personio/paginator.py b/sources/personio/paginator.py deleted file mode 100644 index a6213cae5..000000000 --- a/sources/personio/paginator.py +++ /dev/null @@ -1,30 +0,0 @@ -class Paginator: - def __init__(self, offset_by_page=False): - self.offset_by_page = offset_by_page - - def paginate(self, client, url, method, params, json): - starts_from_zero = False - while True: - response = client.make_request(url, method, params, json) - - json_response = response.json() - yield json_response["data"] - - metadata = json_response.get("metadata") - if not metadata: - break - - total_pages = metadata.get("total_pages") - current_page = metadata.get("current_page") - if current_page == 0: - starts_from_zero = True - - if current_page >= (total_pages - int(starts_from_zero)) or not json_response["data"]: - break - - if self.offset_by_page: - params["offset"] += 1 - params["page"] += 1 - else: - params["offset"] += params["limit"] - params["page"] += 1 \ No newline at end of file diff --git a/sources/personio/settings.py b/sources/personio/settings.py deleted file mode 100644 index d81f23fbb..000000000 --- a/sources/personio/settings.py +++ /dev/null @@ -1,3 +0,0 @@ -BASE_URL = "https://api.personio.de/v1/" -DEFAULT_ITEMS_PER_PAGE = 200 -FIRST_DAY_OF_MILLENNIUM = "2000-01-01" diff --git a/sources/zendesk/helpers/paginators.py b/sources/zendesk/helpers/paginators.py deleted file mode 100644 index 6f569a54c..000000000 --- a/sources/zendesk/helpers/paginators.py +++ /dev/null @@ -1,54 +0,0 @@ -from dlt.sources.helpers.requests import Response -from .. import settings -from api_client import JSONResponsePaginator - - -class CursorPaginator(JSONResponsePaginator): - def get_next_page_url(self, response_json): - if response_json["meta"]["has_more"]: - return response_json["links"]["next"] - else: - return None - - def update_state(self, response: Response): - self.next_reference = self.get_next_page_url(response.json()) - - def prepare_next_request_args(self, url, params, json): - params = params or {} - params["page[size]"] = settings.PAGE_SIZE - - return self.next_reference, params, json - - -class StreamPaginator(JSONResponsePaginator): - def get_next_page_url(self, response_json): - if not response_json["end_of_stream"]: - return response_json["next_page"] - else: - return None - - def update_state(self, response: Response): - self.next_reference = self.get_next_page_url(response.json()) - - def prepare_next_request_args(self, url, params, json): - params = params or {} - params["per_page"] = settings.INCREMENTAL_PAGE_SIZE - - return self.next_reference, params, json - - -class StartTimePaginator(JSONResponsePaginator): - def get_next_page_url(self, response_json): - if response_json["count"] > 0: - return response_json["next_page"] - else: - return None - - def update_state(self, response: Response): - self.next_reference = self.get_next_page_url(response.json()) - - def prepare_next_request_args(self, url, params, json): - params = params or {} - params["limit"] = settings.INCREMENTAL_PAGE_SIZE - - return self.next_reference, params, json diff --git a/sources/zendesk/helpers/talk_api.py b/sources/zendesk/helpers/talk_api.py deleted file mode 100644 index b3eec6376..000000000 --- a/sources/zendesk/helpers/talk_api.py +++ /dev/null @@ -1,94 +0,0 @@ -from enum import Enum -from typing import Dict, Iterator, Optional, Tuple, Any -from dlt.common.typing import TDataItems - -from api_client import RESTClient, BearerTokenAuth, JSONResponsePaginator - -from .paginators import CursorPaginator, StreamPaginator, StartTimePaginator - -from .credentials import ( - ZendeskCredentialsEmailPass, - ZendeskCredentialsOAuth, - ZendeskCredentialsToken, - TZendeskCredentials, -) - - -class PaginationType(Enum): - OFFSET = 0 - CURSOR = 1 - STREAM = 2 - START_TIME = 3 - - -class ZendeskAPIClient(RESTClient): - """ - API client used to make requests to Zendesk talk, support and chat API - """ - - def __init__( - self, credentials: TZendeskCredentials, url_prefix: Optional[str] = None - ) -> None: - """ - Initializer for the API client which is then used to make API calls to the ZendeskAPI - - Args: - credentials: ZendeskCredentials object which contains the necessary credentials to authenticate to ZendeskAPI - """ - self.subdomain = credentials.subdomain - base_url = f"https://{self.subdomain}.zendesk.com" - - # # If url_prefix is set it overrides the default API URL (e.g. chat api uses zopim.com domain) - if url_prefix: - base_url = url_prefix - - # Setting up authentication - if isinstance(credentials, ZendeskCredentialsOAuth): - auth = BearerTokenAuth(credentials.oauth_token) - elif isinstance(credentials, ZendeskCredentialsToken): - auth = (f"{credentials.email}/token", credentials.token) - elif isinstance(credentials, ZendeskCredentialsEmailPass): - auth = (credentials.email, credentials.password) - else: - raise TypeError("Incorrect credentials type provided to ZendeskAPIClient.") - - super().__init__(base_url=base_url, auth=auth) - - - def get_pages( - self, - endpoint: str, - data_point_name: str, - pagination: PaginationType, - params: Optional[Dict[str, Any]] = None, - ) -> Iterator[TDataItems]: - """ - Makes a request to a paginated endpoint and returns a generator of data items per page. - - Args: - endpoint: The url to the endpoint, e.g. /api/v2/calls - data_point_name: The key which data items are nested under in the response object (e.g. calls) - params: Optional dict of query params to include in the request - pagination: Type of pagination type used by endpoint - - Returns: - Generator of pages, each page is a list of dict data items - """ - params = params or {} - paginator = None - - if pagination == PaginationType.CURSOR: - paginator = CursorPaginator(records_key=data_point_name) - elif pagination == PaginationType.OFFSET: - paginator = JSONResponsePaginator( - next_key="next_page", records_key=data_point_name - ) - elif pagination == PaginationType.STREAM: - paginator = StreamPaginator(records_key=data_point_name) - elif pagination == PaginationType.START_TIME: - paginator = StartTimePaginator(records_key=data_point_name) - else: - raise ValueError(f"Invalid pagination type: {pagination}") - - for page in self.paginate(endpoint, params=params, paginator=paginator): - yield page \ No newline at end of file diff --git a/tests/personio/test_personio_client.py b/tests/personio/test_personio_client.py deleted file mode 100644 index 04e579d85..000000000 --- a/tests/personio/test_personio_client.py +++ /dev/null @@ -1,55 +0,0 @@ -import dlt -import pytest -from dlt.common import pendulum - -from dlt.sources.helpers import requests -from sources.personio.helpers import PersonioAPI -from sources.personio.settings import BASE_URL - -FIRST_DAY_OF_MILLENNIUM = pendulum.datetime(2000, 1, 1).to_date_string() -DATE_NOW = pendulum.now().to_date_string() - - -@pytest.fixture -def client(): - return PersonioAPI( - base_url=BASE_URL, - client_id=dlt.secrets["sources.personio.client_id"], - client_secret=dlt.secrets["sources.personio.client_secret"], - ) - - -def get_metadata(endpoint, headers, params): - response = requests.get( - f"https://api.personio.de/v1/{endpoint}", headers=headers, params=params - ) - json_response = response.json() - metadata = json_response.get("metadata", {}) - return metadata - - -endpoints_data = [ - # (endpoint, params, offset_by_page) - ("company/time-offs", {"limit": 200, "offset": 0}, True), - ("company/employees", {"limit": 10, "offset": 0}, False), - ( - "company/attendances", - {"limit": 1, "start_date": FIRST_DAY_OF_MILLENNIUM, "end_date": DATE_NOW}, - False, - ), -] - - -@pytest.mark.parametrize("endpoint, params, offset_by_page", endpoints_data) -def test_client(endpoint, params, offset_by_page, client): - headers = {"Authorization": f"Bearer {client.access_token}"} - - total_pages = get_metadata(endpoint, headers, params).get("total_pages") - pages = list( - client.get_pages( - endpoint, - params=params, - offset_by_page=offset_by_page, - ) - ) - assert len(pages) == total_pages diff --git a/tests/personio/test_personio_source.py b/tests/personio/test_personio_source.py deleted file mode 100644 index 40c735926..000000000 --- a/tests/personio/test_personio_source.py +++ /dev/null @@ -1,51 +0,0 @@ -import dlt -import pytest - -from sources.personio import personio_source -from tests.utils import ALL_DESTINATIONS, assert_load_info, load_table_counts - - -@pytest.mark.parametrize("destination_name", ALL_DESTINATIONS) -def test_all_resources(destination_name: str) -> None: - pipeline = dlt.pipeline( - pipeline_name="test_pipeline", - destination=destination_name, - dataset_name="test_data", - full_refresh=True, - ) - # Set per page limit to ensure we use pagination - load_info = pipeline.run(personio_source()) - print(load_info) - assert_load_info(load_info) - table_names = [t["name"] for t in pipeline.default_schema.data_tables()] - table_counts = load_table_counts(pipeline, *table_names) - - assert table_counts["employees"] >= 31 - assert table_counts["absence_types"] >= 5 - assert table_counts["attendances"] > 0 - assert table_counts["absences"] > 1000 - - -@pytest.mark.parametrize("destination_name", ALL_DESTINATIONS) -def test_incremental_endpoints(destination_name: str) -> None: - # do the initial load - pipeline = dlt.pipeline( - pipeline_name="test_pipeline", - destination=destination_name, - dataset_name="test_data", - full_refresh=True, - ) - info = pipeline.run(personio_source().with_resources("employees")) - assert_load_info(info) - info = pipeline.run(personio_source().with_resources("employees")) - assert_load_info(info, expected_load_packages=0) - - info = pipeline.run(personio_source().with_resources("attendances")) - assert_load_info(info) - info = pipeline.run(personio_source().with_resources("attendances")) - assert_load_info(info, expected_load_packages=0) - - info = pipeline.run(personio_source().with_resources("absences")) - assert_load_info(info) - info = pipeline.run(personio_source().with_resources("absences")) - assert_load_info(info, expected_load_packages=0) From 9ba18a7c3b57e4bead63a460bce219dd0772b58b Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 6 Mar 2024 22:01:02 +0300 Subject: [PATCH 069/121] Remove an unused file --- sources/api_client.py | 1 - 1 file changed, 1 deletion(-) delete mode 100644 sources/api_client.py diff --git a/sources/api_client.py b/sources/api_client.py deleted file mode 100644 index 9965ae402..000000000 --- a/sources/api_client.py +++ /dev/null @@ -1 +0,0 @@ -from rest_api.client import RESTClient \ No newline at end of file From 8734678f2896b0d25b7199397ab4353e868c1f26 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 6 Mar 2024 22:02:51 +0300 Subject: [PATCH 070/121] Restore personio settings --- sources/personio/settings.py | 2 ++ 1 file changed, 2 insertions(+) create mode 100644 sources/personio/settings.py diff --git a/sources/personio/settings.py b/sources/personio/settings.py new file mode 100644 index 000000000..4f80dd7be --- /dev/null +++ b/sources/personio/settings.py @@ -0,0 +1,2 @@ +DEFAULT_ITEMS_PER_PAGE = 200 +FIRST_DAY_OF_MILLENNIUM = "2000-01-01" From 739547c73e20f0c168c1d9cf920e35c2d446c500 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 6 Mar 2024 22:05:21 +0300 Subject: [PATCH 071/121] Restore personio tests and zendesk source --- sources/zendesk/helpers/talk_api.py | 116 +++++++++++++++++++++++++ tests/personio/test_personio_client.py | 55 ++++++++++++ tests/personio/test_personio_source.py | 53 +++++++++++ 3 files changed, 224 insertions(+) create mode 100644 sources/zendesk/helpers/talk_api.py create mode 100644 tests/personio/test_personio_client.py create mode 100644 tests/personio/test_personio_source.py diff --git a/sources/zendesk/helpers/talk_api.py b/sources/zendesk/helpers/talk_api.py new file mode 100644 index 000000000..209dca896 --- /dev/null +++ b/sources/zendesk/helpers/talk_api.py @@ -0,0 +1,116 @@ +from enum import Enum +from typing import Dict, Iterator, Optional, Tuple, Any +from dlt.common.typing import DictStrStr, TDataItems, TSecretValue +from dlt.sources.helpers.requests import client +from .. import settings +from .credentials import ( + ZendeskCredentialsEmailPass, + ZendeskCredentialsOAuth, + ZendeskCredentialsToken, + TZendeskCredentials, +) + + +class PaginationType(Enum): + OFFSET = 0 + CURSOR = 1 + STREAM = 2 + START_TIME = 3 + + +class ZendeskAPIClient: + """ + API client used to make requests to Zendesk talk, support and chat API + """ + + subdomain: str = "" + url: str = "" + headers: Optional[DictStrStr] + auth: Optional[Tuple[str, TSecretValue]] + + def __init__( + self, credentials: TZendeskCredentials, url_prefix: Optional[str] = None + ) -> None: + """ + Initializer for the API client which is then used to make API calls to the ZendeskAPI + + Args: + credentials: ZendeskCredentials object which contains the necessary credentials to authenticate to ZendeskAPI + """ + # oauth token is the preferred way to authenticate, followed by api token and then email + password combo + # fill headers and auth for every possibility of credentials given, raise error if credentials are of incorrect type + if isinstance(credentials, ZendeskCredentialsOAuth): + self.headers = {"Authorization": f"Bearer {credentials.oauth_token}"} + self.auth = None + elif isinstance(credentials, ZendeskCredentialsToken): + self.headers = None + self.auth = (f"{credentials.email}/token", credentials.token) + elif isinstance(credentials, ZendeskCredentialsEmailPass): + self.auth = (credentials.email, credentials.password) + self.headers = None + else: + raise TypeError( + "Wrong credentials type provided to ZendeskAPIClient. The credentials need to be of type: ZendeskCredentialsOAuth, ZendeskCredentialsToken or ZendeskCredentialsEmailPass" + ) + + # If url_prefix is set it overrides the default API URL (e.g. chat api uses zopim.com domain) + if url_prefix: + self.url = url_prefix + else: + self.subdomain = credentials.subdomain + self.url = f"https://{self.subdomain}.zendesk.com" + + def get_pages( + self, + endpoint: str, + data_point_name: str, + pagination: PaginationType, + params: Optional[Dict[str, Any]] = None, + ) -> Iterator[TDataItems]: + """ + Makes a request to a paginated endpoint and returns a generator of data items per page. + + Args: + endpoint: The url to the endpoint, e.g. /api/v2/calls + data_point_name: The key which data items are nested under in the response object (e.g. calls) + params: Optional dict of query params to include in the request + pagination: Type of pagination type used by endpoint + + Returns: + Generator of pages, each page is a list of dict data items + """ + # update the page size to enable cursor pagination + params = params or {} + if pagination == PaginationType.CURSOR: + params["page[size]"] = settings.PAGE_SIZE + elif pagination == PaginationType.STREAM: + params["per_page"] = settings.INCREMENTAL_PAGE_SIZE + elif pagination == PaginationType.START_TIME: + params["limit"] = settings.INCREMENTAL_PAGE_SIZE + + # make request and keep looping until there is no next page + get_url = f"{self.url}{endpoint}" + while get_url: + response = client.get( + get_url, headers=self.headers, auth=self.auth, params=params + ) + response.raise_for_status() + response_json = response.json() + result = response_json[data_point_name] + yield result + + get_url = None + if pagination == PaginationType.CURSOR: + if response_json["meta"]["has_more"]: + get_url = response_json["links"]["next"] + elif pagination == PaginationType.OFFSET: + get_url = response_json.get("next_page", None) + elif pagination == PaginationType.STREAM: + # See https://developer.zendesk.com/api-reference/ticketing/ticket-management/incremental_exports/#json-format + if not response_json["end_of_stream"]: + get_url = response_json["next_page"] + elif pagination == PaginationType.START_TIME: + if response_json["count"] > 0: + get_url = response_json["next_page"] + + params = {} diff --git a/tests/personio/test_personio_client.py b/tests/personio/test_personio_client.py new file mode 100644 index 000000000..04637414f --- /dev/null +++ b/tests/personio/test_personio_client.py @@ -0,0 +1,55 @@ +import dlt +import pytest +from dlt.common import pendulum + +from dlt.sources.helpers import requests +from sources.personio.helpers import PersonioAPI + + +FIRST_DAY_OF_MILLENNIUM = pendulum.datetime(2000, 1, 1).to_date_string() +DATE_NOW = pendulum.now().to_date_string() + + +@pytest.fixture +def client(): + return PersonioAPI( + client_id=dlt.secrets["sources.personio.client_id"], + client_secret=dlt.secrets["sources.personio.client_secret"], + ) + + +def get_metadata(endpoint, headers, params): + response = requests.get( + f"https://api.personio.de/v1/{endpoint}", headers=headers, params=params + ) + json_response = response.json() + metadata = json_response.get("metadata", {}) + return metadata + + +endpoints_data = [ + # (endpoint, params, offset_by_page) + ("company/time-offs", {"limit": 200, "offset": 0}, True), + ("company/employees", {"limit": 10, "offset": 0}, False), + ( + "company/attendances", + {"limit": 1, "start_date": FIRST_DAY_OF_MILLENNIUM, "end_date": DATE_NOW}, + False, + ), +] + + +@pytest.mark.skip("We don't have a Personio test account.") +@pytest.mark.parametrize("endpoint, params, offset_by_page", endpoints_data) +def test_client(endpoint, params, offset_by_page, client): + headers = {"Authorization": f"Bearer {client.access_token}"} + + total_pages = get_metadata(endpoint, headers, params).get("total_pages") + pages = list( + client.get_pages( + endpoint, + params=params, + offset_by_page=offset_by_page, + ) + ) + assert len(pages) == total_pages diff --git a/tests/personio/test_personio_source.py b/tests/personio/test_personio_source.py new file mode 100644 index 000000000..2b78a72ae --- /dev/null +++ b/tests/personio/test_personio_source.py @@ -0,0 +1,53 @@ +import dlt +import pytest + +from sources.personio import personio_source +from tests.utils import ALL_DESTINATIONS, assert_load_info, load_table_counts + + +@pytest.mark.skip("We don't have a Personio test account.") +@pytest.mark.parametrize("destination_name", ALL_DESTINATIONS) +def test_all_resources(destination_name: str) -> None: + pipeline = dlt.pipeline( + pipeline_name="test_pipeline", + destination=destination_name, + dataset_name="test_data", + full_refresh=True, + ) + # Set per page limit to ensure we use pagination + load_info = pipeline.run(personio_source()) + print(load_info) + assert_load_info(load_info) + table_names = [t["name"] for t in pipeline.default_schema.data_tables()] + table_counts = load_table_counts(pipeline, *table_names) + + assert table_counts["employees"] >= 31 + assert table_counts["absence_types"] >= 6 + assert table_counts["attendances"] > 0 + assert table_counts["absences"] > 1000 + + +@pytest.mark.skip("We don't have a Personio test account.") +@pytest.mark.parametrize("destination_name", ALL_DESTINATIONS) +def test_incremental_endpoints(destination_name: str) -> None: + # do the initial load + pipeline = dlt.pipeline( + pipeline_name="test_pipeline", + destination=destination_name, + dataset_name="test_data", + full_refresh=True, + ) + info = pipeline.run(personio_source().with_resources("employees")) + assert_load_info(info) + info = pipeline.run(personio_source().with_resources("employees")) + assert_load_info(info, expected_load_packages=0) + + info = pipeline.run(personio_source().with_resources("attendances")) + assert_load_info(info) + info = pipeline.run(personio_source().with_resources("attendances")) + assert_load_info(info, expected_load_packages=0) + + info = pipeline.run(personio_source().with_resources("absences")) + assert_load_info(info) + info = pipeline.run(personio_source().with_resources("absences")) + assert_load_info(info, expected_load_packages=0) From 4148a6997d39b577e07c2f104159ad6b3c80fa1e Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Thu, 7 Mar 2024 01:08:21 +0300 Subject: [PATCH 072/121] Add type annotations --- sources/rest_api/__init__.py | 49 ++++++++++++++++++---------------- sources/rest_api/auth.py | 28 ++++++++++--------- sources/rest_api/client.py | 20 +++++++++----- sources/rest_api/detector.py | 27 +++++++++++++------ sources/rest_api/paginators.py | 10 +++---- sources/rest_api/typing.py | 2 +- sources/rest_api/utils.py | 6 ++--- sources/rest_api_pipeline.py | 12 ++++----- 8 files changed, 88 insertions(+), 66 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 5fbffc2fd..f3f9ebe04 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -9,8 +9,10 @@ List, Optional, Union, + Generator, + cast, ) -import graphlib +import graphlib # type: ignore[import-untyped] import dlt from dlt.common.validation import validate_dict @@ -18,6 +20,7 @@ from dlt.extract.source import DltResource, DltSource from dlt.common import logger from dlt.common.utils import update_dict_nested +from dlt.common.typing import TSecretStrValue from .auth import BearerTokenAuth, AuthBase from .client import RESTClient @@ -41,7 +44,7 @@ from .utils import remove_key -PAGINATOR_MAP = { +PAGINATOR_MAP: Dict[str, Type[BasePaginator]] = { "json_links": JSONResponsePaginator, "header_links": HeaderLinkPaginator, "auto": None, @@ -79,7 +82,7 @@ def create_paginator(paginator_config: PaginatorType) -> Optional[BasePaginator] def create_auth(auth_config: Optional[AuthConfig]) -> Optional[AuthBase]: if isinstance(auth_config, AuthBase): return auth_config - return BearerTokenAuth(auth_config.get("token")) if auth_config else None + return BearerTokenAuth(cast(TSecretStrValue, auth_config.get("token"))) if auth_config else None def make_client_config(config: Dict[str, Any]) -> ClientConfig: @@ -200,7 +203,7 @@ def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: client = RESTClient(**make_client_config(config)) dependency_graph = graphlib.TopologicalSorter() - endpoint_resource_map = {} + endpoint_resource_map: Dict[str, EndpointResource] = {} resources = {} default_resource_config = config.get("resource_defaults", {}) @@ -240,7 +243,7 @@ def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: # Create the resources for resource_name in dependency_graph.static_order(): endpoint_resource = endpoint_resource_map[resource_name] - endpoint_config = endpoint_resource["endpoint"] + endpoint_config: Endpoint = endpoint_resource["endpoint"] request_params = endpoint_config.get("params", {}) paginator = create_paginator(endpoint_config.get("paginator")) @@ -266,15 +269,15 @@ def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: if resolved_param is None: def paginate_resource( - method, - path, - params, - paginator, - data_selector, - response_actions, + method: str, + path: str, + params: Dict[str, Any], + paginator: Optional[BasePaginator], + data_selector: Optional[Union[str, List[str]]], + response_actions: Optional[List[Dict[str, Any]]], incremental_object=incremental_object, incremental_param=incremental_param, - ): + ) -> Generator[Any, None, None]: if incremental_object: params[incremental_param] = incremental_object.last_value @@ -305,13 +308,13 @@ def paginate_resource( request_params.pop(param_name, None) def paginate_dependent_resource( - items, - method, - path, - params, - paginator, - data_selector, - response_actions, + items: List[Dict[str, Any]], + method: str, + path: str, + params: Dict[str, Any], + paginator: Optional[BasePaginator], + data_selector: Optional[Union[str, List[str]]], + response_actions: Optional[List[Dict[str, Any]]], param_name=param_name, field_path=resolved_param.resolve_config.field_path, ): @@ -375,7 +378,7 @@ def make_endpoint_resource( """ if isinstance(resource, str): resource = {"name": resource, "endpoint": {"path": resource}} - return update_dict_nested(copy.deepcopy(default_config), resource) + return update_dict_nested(copy.deepcopy(default_config), resource) # type: ignore[type-var] if "endpoint" in resource and isinstance(resource["endpoint"], str): resource["endpoint"] = {"path": resource["endpoint"]} @@ -384,9 +387,9 @@ def make_endpoint_resource( raise ValueError("Resource must have a name") if "path" not in resource["endpoint"]: - resource["endpoint"]["path"] = resource["name"] + resource["endpoint"]["path"] = resource["name"] # type: ignore - return update_dict_nested(copy.deepcopy(default_config), resource) + return update_dict_nested(copy.deepcopy(default_config), resource) # type: ignore[type-var] def make_resolved_param( @@ -420,7 +423,7 @@ def find_resolved_params(endpoint_config: Endpoint) -> List[ResolvedParam]: def check_connection( source: DltSource, - *resource_names: List[str], + *resource_names: str, ) -> Tuple[bool, str]: try: list(source.with_resources(*resource_names).add_limit(1)) diff --git a/sources/rest_api/auth.py b/sources/rest_api/auth.py index d13b836c4..ed30fa495 100644 --- a/sources/rest_api/auth.py +++ b/sources/rest_api/auth.py @@ -1,6 +1,6 @@ from base64 import b64encode import math -from typing import Dict, Final, Literal, Optional +from typing import Dict, Final, Literal, Optional, Union import requests from requests.auth import AuthBase from requests import PreparedRequest @@ -8,6 +8,8 @@ import jwt from cryptography.hazmat.backends import default_backend from cryptography.hazmat.primitives import serialization +from cryptography.hazmat.primitives.asymmetric.types import PrivateKeyTypes + from dlt.common import logger @@ -107,12 +109,12 @@ class OAuthJWTAuth(BearerTokenAuth): def __init__( self, - client_id, - private_key, - auth_endpoint, - scopes, - headers, - private_key_passphrase=None, + client_id: str, + private_key: TSecretStrValue, + auth_endpoint: str, + scopes: str, + headers: Optional[Dict[str, str]] = None, + private_key_passphrase: Optional[TSecretStrValue] = None, ): self.client_id = client_id self.private_key = private_key @@ -121,18 +123,18 @@ def __init__( self.scopes = scopes if isinstance(scopes, str) else " ".join(scopes) self.headers = headers self.token = None - self.token_expiry = None + self.token_expiry: Optional[pendulum.DateTime] = None - def __call__(self, r): + def __call__(self, r: PreparedRequest) -> PreparedRequest: if self.token is None or self.is_token_expired(): self.obtain_token() r.headers["Authorization"] = f"Bearer {self.token}" return r - def is_token_expired(self): + def is_token_expired(self) -> bool: return not self.token_expiry or pendulum.now() >= self.token_expiry - def obtain_token(self): + def obtain_token(self) -> None: payload = self.create_jwt_payload() data = { "grant_type": "urn:ietf:params:oauth:grant-type:jwt-bearer", @@ -152,7 +154,7 @@ def obtain_token(self): seconds=token_response.get("expires_in", 3600) ) - def create_jwt_payload(self): + def create_jwt_payload(self) -> Dict[str, Union[str, int]]: now = pendulum.now() return { "iss": self.client_id, @@ -163,7 +165,7 @@ def create_jwt_payload(self): "scope": self.scopes, } - def load_private_key(self): + def load_private_key(self) -> PrivateKeyTypes: private_key_bytes = self.private_key.encode("utf-8") return serialization.load_pem_private_key( private_key_bytes, diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index edd979bd5..dc6c3eab9 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -83,7 +83,9 @@ def _send_request(self, request: Request) -> Response: return self.session.send(prepared_request) - def request(self, path="", method="get", **kwargs): + def request( + self, path: str = "", method: Literal["get", "post"] = "get", **kwargs: Any + ) -> Response: prepared_request = self._create_request( path=path, method=method, @@ -91,10 +93,14 @@ def request(self, path="", method="get", **kwargs): ) return self._send_request(prepared_request) - def get(self, path="", params=None, **kwargs): + def get( + self, path: str = "", params: Optional[Dict[str, Any]] = None, **kwargs: Any + ) -> Response: return self.request(path, method="get", params=params, **kwargs) - def post(self, path="", json=None, **kwargs): + def post( + self, path: str = "", json: Optional[Dict[str, Any]] = None, **kwargs: Any + ) -> Response: return self.request(path, method="post", json=json, **kwargs) def paginate( @@ -168,7 +174,7 @@ def detect_paginator(self, response: Response) -> BasePaginator: def handle_response_actions( self, response: Response, actions: List[Dict[str, Any]] - ): + ) -> Optional[str]: """Handle response actions based on the response and the provided actions. Example: @@ -184,8 +190,8 @@ def handle_response_actions( for action in actions: status_code = action.get("status_code") - content_substr = action.get("content") - action_type = action.get("action") + content_substr: str = action.get("content") + action_type: str = action.get("action") if status_code is not None and content_substr is not None: if response.status_code == status_code and content_substr in content: @@ -201,5 +207,5 @@ def handle_response_actions( return None - def __iter__(self): + def __iter__(self) -> Generator[Any, None, None]: return self.paginate() diff --git a/sources/rest_api/detector.py b/sources/rest_api/detector.py index 037e829d4..dc4832303 100644 --- a/sources/rest_api/detector.py +++ b/sources/rest_api/detector.py @@ -1,3 +1,4 @@ +from typing import List, Dict, Any, Tuple, Union, Optional, Set from dlt.sources.helpers.requests import Response from .paginators import ( @@ -28,7 +29,11 @@ NEXT_PAGE_DICT_KEY_PATTERNS = {"href", "url"} -def find_all_lists(dict_, result=None, level=0): +def find_all_lists( + dict_: Dict[str, Any], + result: List[Tuple[int, str, List[Any]]] = None, + level: int = 0, +) -> List[Tuple[int, str, List[Any]]]: """Recursively looks for lists in dict_ and returns tuples in format (nesting level, dictionary key, list) """ @@ -44,7 +49,9 @@ def find_all_lists(dict_, result=None, level=0): return result -def find_records(response): +def find_records( + response: Union[Dict[str, Any], List[Any], Any], +) -> Union[Dict[str, Any], List[Any], Any]: # when a list was returned (or in rare case a simple type or null) if not isinstance(response, dict): return response @@ -64,12 +71,14 @@ def find_records(response): return lists[0][2] -def matches_any_pattern(key, patterns): +def matches_any_pattern(key: str, patterns: Set[str]) -> bool: normalized_key = key.lower() return any(pattern in normalized_key for pattern in patterns) -def find_next_page_key(dictionary, path=None): +def find_next_page_key( + dictionary: Dict[str, Any], path: Optional[List[str]] = None +) -> Optional[List[str]]: if not isinstance(dictionary, dict): return None @@ -92,7 +101,7 @@ def find_next_page_key(dictionary, path=None): return None -def header_links_detector(response: Response): +def header_links_detector(response: Response) -> Optional[HeaderLinkPaginator]: links_next_key = "next" if response.links.get(links_next_key): @@ -100,7 +109,7 @@ def header_links_detector(response: Response): return None -def json_links_detector(response: Response): +def json_links_detector(response: Response) -> Optional[JSONResponsePaginator]: dictionary = response.json() next_key = find_next_page_key(dictionary) @@ -110,7 +119,7 @@ def json_links_detector(response: Response): return JSONResponsePaginator(next_key=next_key) -def single_page_detector(response: Response): +def single_page_detector(response: Response) -> Optional[SinglePagePaginator]: value = response.json() if isinstance(value, list): return SinglePagePaginator() @@ -118,7 +127,9 @@ def single_page_detector(response: Response): return None -def create_paginator(response: Response): +def create_paginator( + response: Response, +) -> Optional[Union[HeaderLinkPaginator, JSONResponsePaginator, SinglePagePaginator]]: rules = [ header_links_detector, json_links_detector, diff --git a/sources/rest_api/paginators.py b/sources/rest_api/paginators.py index 0fac03c86..1c307290d 100644 --- a/sources/rest_api/paginators.py +++ b/sources/rest_api/paginators.py @@ -26,7 +26,7 @@ def next_reference(self) -> Optional[str]: return self._next_reference @next_reference.setter - def next_reference(self, value: Optional[str]): + def next_reference(self, value: Optional[str]) -> None: self._next_reference = value self._has_next_page = value is not None @@ -65,12 +65,12 @@ class OffsetPaginator(BasePaginator): def __init__( self, - initial_offset, - initial_limit, + initial_offset: int, + initial_limit: int, offset_key: str = "offset", limit_key: str = "limit", total_key: str = "total", - ): + ) -> None: super().__init__() self.offset_key = offset_key self.limit_key = limit_key @@ -144,7 +144,7 @@ def __init__( self.next_key = next_key self._next_key_accessor = create_nested_accessor(next_key) - def update_state(self, response: Response): + def update_state(self, response: Response) -> None: try: self.next_reference = self._next_key_accessor(response.json()) except KeyError: diff --git a/sources/rest_api/typing.py b/sources/rest_api/typing.py index f2a47f1fd..c727346ba 100644 --- a/sources/rest_api/typing.py +++ b/sources/rest_api/typing.py @@ -84,7 +84,7 @@ class EndpointResource(TypedDict, total=False): class FlexibleEndpointResource(EndpointResource, total=False): - name: Optional[TTableHintTemplate[str]] + name: Optional[TTableHintTemplate[str]] # type: ignore[misc] class RESTAPIConfig(TypedDict): diff --git a/sources/rest_api/utils.py b/sources/rest_api/utils.py index c66e1c8d7..bfdea393e 100644 --- a/sources/rest_api/utils.py +++ b/sources/rest_api/utils.py @@ -1,6 +1,6 @@ from functools import reduce from operator import getitem -from typing import Any, Dict +from typing import Any, Dict, Sequence, Union def join_url(base_url: str, path: str) -> str: @@ -9,11 +9,11 @@ def join_url(base_url: str, path: str) -> str: return base_url + path.lstrip("/") -def create_nested_accessor(path): +def create_nested_accessor(path: Union[str, Sequence[str]]) -> Any: if isinstance(path, (list, tuple)): return lambda d: reduce(getitem, path, d) return lambda d: d.get(path) -def remove_key(d, key): +def remove_key(d: Dict[str, Any], key: str) -> Dict[str, Any]: return {k: v for k, v in d.items() if k != key} diff --git a/sources/rest_api_pipeline.py b/sources/rest_api_pipeline.py index 94e05621e..03d79e9c7 100644 --- a/sources/rest_api_pipeline.py +++ b/sources/rest_api_pipeline.py @@ -1,15 +1,15 @@ import dlt -from rest_api import check_connection, rest_api_source +from rest_api import RESTAPIConfig, check_connection, rest_api_source -def load_github(): +def load_github() -> None: pipeline = dlt.pipeline( pipeline_name="rest_api_github_v3", destination="duckdb", dataset_name="rest_api_data", ) - github_config = { + github_config: RESTAPIConfig = { "client": { "base_url": "https://api.github.com/repos/dlt-hub/dlt/", "auth": { @@ -65,7 +65,7 @@ def load_github(): ], } - not_connecting_config = { + not_connecting_config: RESTAPIConfig = { **github_config, "client": { "base_url": "https://api.github.com/repos/dlt-hub/dlt/", @@ -83,7 +83,7 @@ def load_github(): print(load_info) -def load_pokemon(): +def load_pokemon() -> None: pipeline = dlt.pipeline( pipeline_name="rest_api_pokemon", destination="duckdb", @@ -112,7 +112,7 @@ def load_pokemon(): } ) - def check_network_and_authentication(): + def check_network_and_authentication() -> None: (can_connect, error_msg) = check_connection( pokemon_source, "not_existing_endpoint", From b15f2ddf7446a731df75b9d2987f8bf33fcc3dc6 Mon Sep 17 00:00:00 2001 From: Marcin Rudolf Date: Thu, 7 Mar 2024 16:17:47 +0100 Subject: [PATCH 073/121] bumps dlt to 0.4.6 --- poetry.lock | 24 +++++++++++++++++++----- pyproject.toml | 2 +- 2 files changed, 20 insertions(+), 6 deletions(-) diff --git a/poetry.lock b/poetry.lock index 076748530..a6cf80344 100644 --- a/poetry.lock +++ b/poetry.lock @@ -970,13 +970,13 @@ files = [ [[package]] name = "dlt" -version = "0.4.5" +version = "0.4.6" description = "dlt is an open-source python-first scalable data loading library that does not require any backend to run." optional = false python-versions = ">=3.8.1,<3.13" files = [ - {file = "dlt-0.4.5-py3-none-any.whl", hash = "sha256:622fb4a687f583efec2b2c6fa4c9561864a7caf620adb3ba4edb13e9df24eeca"}, - {file = "dlt-0.4.5.tar.gz", hash = "sha256:5d6ae7f510084d10c820bc3ca91c1d0708aaf55238d5587ca266583a3f2ea1ae"}, + {file = "dlt-0.4.6-py3-none-any.whl", hash = "sha256:ab1f9f4cdb645316a9e66170e8d2dec0571426d781253456ff90d2238894adab"}, + {file = "dlt-0.4.6.tar.gz", hash = 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+12,7 @@ packages = [{include = "sources"}] [tool.poetry.dependencies] python = ">=3.8.1,<3.13" -dlt = {version = "0.4.5", allow-prereleases = true, extras = ["redshift", "bigquery", "postgres", "duckdb", "s3", "gs"]} +dlt = {version = "0.4.6", allow-prereleases = true, extras = ["redshift", "bigquery", "postgres", "duckdb", "s3", "gs"]} graphlib-backport = {version = "*", python = "<3.9"} [tool.poetry.group.dev.dependencies] From 01a08cb852a33fa2e703b51a1cb91c2cdddc6276 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Thu, 7 Mar 2024 20:27:00 +0300 Subject: [PATCH 074/121] Type fixes and dlt session check --- sources/rest_api/__init__.py | 45 +++++++++++++++++++++--------------- sources/rest_api/client.py | 20 ++++++++++++---- sources/rest_api/typing.py | 16 ++++++++----- sources/rest_api/utils.py | 4 ++-- 4 files changed, 55 insertions(+), 30 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index f3f9ebe04..c83edc8e2 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -12,7 +12,7 @@ Generator, cast, ) -import graphlib # type: ignore[import-untyped] +import graphlib # type: ignore[import-untyped] import dlt from dlt.common.validation import validate_dict @@ -40,6 +40,7 @@ Endpoint, EndpointResource, RESTAPIConfig, + HTTPMethodBasic, ) from .utils import remove_key @@ -79,19 +80,25 @@ def create_paginator(paginator_config: PaginatorType) -> Optional[BasePaginator] return None -def create_auth(auth_config: Optional[AuthConfig]) -> Optional[AuthBase]: +def create_auth( + auth_config: Optional[Union[AuthConfig, AuthBase]], +) -> Optional[AuthBase]: if isinstance(auth_config, AuthBase): return auth_config - return BearerTokenAuth(cast(TSecretStrValue, auth_config.get("token"))) if auth_config else None + return ( + BearerTokenAuth(cast(TSecretStrValue, auth_config.get("token"))) + if auth_config + else None + ) -def make_client_config(config: Dict[str, Any]) -> ClientConfig: +def make_client_config(config: RESTAPIConfig) -> ClientConfig: client_config = config.get("client", {}) - return { - "base_url": client_config.get("base_url"), - "auth": create_auth(client_config.get("auth")), - "paginator": create_paginator(client_config.get("paginator")), - } + return ClientConfig( + base_url=client_config.get("base_url"), + auth=create_auth(client_config.get("auth")), + paginator=create_paginator(client_config.get("paginator")), + ) def setup_incremental_object( @@ -221,7 +228,9 @@ def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: resource_name = endpoint_resource["name"] - resolved_params = find_resolved_params(endpoint_resource["endpoint"]) + resolved_params = find_resolved_params( + cast(Endpoint, endpoint_resource["endpoint"]) + ) if len(resolved_params) > 1: raise ValueError( @@ -261,7 +270,7 @@ def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: resource_kwargs = remove_key(endpoint_resource, "endpoint") incremental_object, incremental_param = setup_incremental_object( - request_params, endpoint_config.get("incremental") + request_params, endpoint_resource.get("incremental") ) response_actions = endpoint_config.get("response_actions") @@ -269,14 +278,14 @@ def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: if resolved_param is None: def paginate_resource( - method: str, + method: HTTPMethodBasic, path: str, params: Dict[str, Any], paginator: Optional[BasePaginator], data_selector: Optional[Union[str, List[str]]], response_actions: Optional[List[Dict[str, Any]]], - incremental_object=incremental_object, - incremental_param=incremental_param, + incremental_object: Optional[Incremental[Any]] = incremental_object, + incremental_param: str = incremental_param, ) -> Generator[Any, None, None]: if incremental_object: params[incremental_param] = incremental_object.last_value @@ -309,15 +318,15 @@ def paginate_resource( def paginate_dependent_resource( items: List[Dict[str, Any]], - method: str, + method: HTTPMethodBasic, path: str, params: Dict[str, Any], paginator: Optional[BasePaginator], data_selector: Optional[Union[str, List[str]]], response_actions: Optional[List[Dict[str, Any]]], - param_name=param_name, - field_path=resolved_param.resolve_config.field_path, - ): + param_name: str = param_name, + field_path: str = resolved_param.resolve_config.field_path, + ) -> Generator[Any, None, None]: items = items or [] for item in items: formatted_path = path.format(**{param_name: item[field_path]}) diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index dc6c3eab9..70f52b61d 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -1,4 +1,4 @@ -from typing import Optional, List, Dict, Any, Union, Generator, Literal +from typing import Optional, List, Dict, Any, Union, Generator import copy from urllib.parse import urlparse @@ -10,6 +10,7 @@ from dlt.common import jsonpath from dlt.sources.helpers.requests.retry import Client +from .typing import HTTPMethodBasic, HTTPMethod from .paginators import BasePaginator from .detector import create_paginator, find_records @@ -39,17 +40,28 @@ def __init__( self.base_url = base_url self.headers = headers self.auth = auth + if session: + self._validate_session_raise_for_status(session) self.session = session else: self.session = Client(raise_for_status=False).session self.paginator = paginator + def _validate_session_raise_for_status(self, session: BaseSession) -> None: + # dlt.sources.helpers.requests.session.Session + # has raise_for_status=True by default + if getattr(self.session, "raise_for_status", False): + logger.warning( + "The session provided has raise_for_status enabled. " + "This may cause unexpected behavior." + ) + def _create_request( self, path: str, - method: str, + method: HTTPMethod, params: Dict[str, Any], json: Optional[Dict[str, Any]] = None, auth: Optional[AuthBase] = None, @@ -84,7 +96,7 @@ def _send_request(self, request: Request) -> Response: return self.session.send(prepared_request) def request( - self, path: str = "", method: Literal["get", "post"] = "get", **kwargs: Any + self, path: str = "", method: HTTPMethod = "get", **kwargs: Any ) -> Response: prepared_request = self._create_request( path=path, @@ -106,7 +118,7 @@ def post( def paginate( self, path: str = "", - method: Literal["get", "post"] = "get", + method: HTTPMethodBasic = "get", params: Optional[Dict[str, Any]] = None, json: Optional[Dict[str, Any]] = None, auth: Optional[AuthBase] = None, diff --git a/sources/rest_api/typing.py b/sources/rest_api/typing.py index c727346ba..00514b911 100644 --- a/sources/rest_api/typing.py +++ b/sources/rest_api/typing.py @@ -6,14 +6,14 @@ Optional, TypedDict, Union, + Literal, ) -from dlt.sources.helpers.requests.retry import Client from dlt.extract.items import TTableHintTemplate from dlt.extract.incremental import Incremental from .paginators import BasePaginator - +from .auth import AuthBase from dlt.common.schema.typing import ( TColumnNames, @@ -26,6 +26,10 @@ PaginatorConfigDict = Dict[str, Any] PaginatorType = Union[Any, BasePaginator, str, PaginatorConfigDict] +HTTPMethodBasic = Literal["get", "post"] +HTTPMethodExtended = Literal["put", "patch", "delete"] +HTTPMethod = Union[HTTPMethodBasic, HTTPMethodExtended] + class AuthConfig(TypedDict, total=False): token: str @@ -33,7 +37,7 @@ class AuthConfig(TypedDict, total=False): class ClientConfig(TypedDict, total=False): base_url: str - auth: Optional[Union[Any, AuthConfig]] + auth: Optional[Union[AuthConfig, AuthBase]] paginator: Optional[PaginatorType] @@ -61,7 +65,7 @@ class ResponseAction(TypedDict, total=False): class Endpoint(TypedDict, total=False): path: Optional[str] - method: Optional[str] + method: Optional[HTTPMethodBasic] params: Optional[Dict[str, Any]] json: Optional[Dict[str, Any]] paginator: Optional[PaginatorType] @@ -78,13 +82,13 @@ class EndpointResource(TypedDict, total=False): columns: Optional[TTableHintTemplate[TTableSchemaColumns]] primary_key: Optional[TTableHintTemplate[TColumnNames]] merge_key: Optional[TTableHintTemplate[TColumnNames]] - incremental: Optional[Incremental[Any]] + incremental: Optional[IncrementalConfig] table_format: Optional[TTableHintTemplate[TTableFormat]] include_from_parent: Optional[List[str]] class FlexibleEndpointResource(EndpointResource, total=False): - name: Optional[TTableHintTemplate[str]] # type: ignore[misc] + name: Optional[TTableHintTemplate[str]] # type: ignore[misc] class RESTAPIConfig(TypedDict): diff --git a/sources/rest_api/utils.py b/sources/rest_api/utils.py index bfdea393e..0c6598a0b 100644 --- a/sources/rest_api/utils.py +++ b/sources/rest_api/utils.py @@ -1,6 +1,6 @@ from functools import reduce from operator import getitem -from typing import Any, Dict, Sequence, Union +from typing import Any, Dict, Mapping, Sequence, Union def join_url(base_url: str, path: str) -> str: @@ -15,5 +15,5 @@ def create_nested_accessor(path: Union[str, Sequence[str]]) -> Any: return lambda d: d.get(path) -def remove_key(d: Dict[str, Any], key: str) -> Dict[str, Any]: +def remove_key(d: Mapping[str, Any], key: str) -> Dict[str, Any]: return {k: v for k, v in d.items() if k != key} From e2aac860154030a5257594aeb268bef8644801a7 Mon Sep 17 00:00:00 2001 From: rudolfix Date: Fri, 8 Mar 2024 19:52:36 +0100 Subject: [PATCH 075/121] [REST CLIENT] yields data pages with requests context (#399) * trying to guess single entity endpoints from endpoint path * paging detector fallsback to single pager * adds requests context to paging data, client code cleanup * derives endpoint typedict to avoid name override * enables workflows on api helper branch * enables local destinations test * fixes poke transformer test * Add tests for single_entity_path --------- Co-authored-by: Anton Burnashev --- .github/workflows/init.yml | 1 + .github/workflows/lint.yml | 1 + .../workflows/test_on_local_destinations.yml | 1 + .../test_on_local_destinations_forks.yml | 2 +- sources/rest_api/__init__.py | 55 ++++++------ sources/rest_api/client.py | 85 +++++++++++++------ sources/rest_api/detector.py | 14 +-- sources/rest_api/typing.py | 19 +++-- sources/rest_api/utils.py | 4 - tests/rest_api/test_client.py | 22 ++++- tests/rest_api/test_detector.py | 50 ++++++++++- tests/rest_api/test_rest_api_source.py | 11 ++- .../rest_api/test_rest_api_source_offline.py | 2 - 13 files changed, 184 insertions(+), 83 deletions(-) diff --git a/.github/workflows/init.yml b/.github/workflows/init.yml index a37a2898e..45d5b9125 100644 --- a/.github/workflows/init.yml +++ b/.github/workflows/init.yml @@ -5,6 +5,7 @@ on: pull_request: branches: - master + - enh/api_helper workflow_dispatch: jobs: diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml index 975035a52..4fb57bde8 100644 --- a/.github/workflows/lint.yml +++ b/.github/workflows/lint.yml @@ -5,6 +5,7 @@ on: pull_request: branches: - master + - enh/api_helper workflow_dispatch: jobs: diff --git a/.github/workflows/test_on_local_destinations.yml b/.github/workflows/test_on_local_destinations.yml index 4c391bbd8..d1caf0943 100644 --- a/.github/workflows/test_on_local_destinations.yml +++ b/.github/workflows/test_on_local_destinations.yml @@ -6,6 +6,7 @@ on: branches: - master - devel + - enh/api_helper workflow_dispatch: env: diff --git a/.github/workflows/test_on_local_destinations_forks.yml b/.github/workflows/test_on_local_destinations_forks.yml index d30caf8dd..f2688e2fa 100644 --- a/.github/workflows/test_on_local_destinations_forks.yml +++ b/.github/workflows/test_on_local_destinations_forks.yml @@ -5,7 +5,7 @@ on: pull_request_target: branches: - master - - devel + - enh/api_helper types: - opened - synchronize diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index c83edc8e2..2ce0e38cf 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -18,12 +18,13 @@ from dlt.common.validation import validate_dict from dlt.extract.incremental import Incremental from dlt.extract.source import DltResource, DltSource -from dlt.common import logger +from dlt.common import logger, jsonpath from dlt.common.utils import update_dict_nested from dlt.common.typing import TSecretStrValue -from .auth import BearerTokenAuth, AuthBase +from .auth import BearerTokenAuth, AuthConfigBase from .client import RESTClient +from .detector import single_entity_path from .paginators import ( BasePaginator, HeaderLinkPaginator, @@ -42,7 +43,6 @@ RESTAPIConfig, HTTPMethodBasic, ) -from .utils import remove_key PAGINATOR_MAP: Dict[str, Type[BasePaginator]] = { @@ -73,17 +73,17 @@ def create_paginator(paginator_config: PaginatorType) -> Optional[BasePaginator] return paginator_class() if isinstance(paginator_config, dict): - paginator_type = paginator_config.get("type", "auto") + paginator_type = paginator_config.pop("type", "auto") paginator_class = get_paginator_class(paginator_type) - return paginator_class(**remove_key(paginator_config, "type")) + return paginator_class(paginator_config) return None def create_auth( - auth_config: Optional[Union[AuthConfig, AuthBase]], -) -> Optional[AuthBase]: - if isinstance(auth_config, AuthBase): + auth_config: Optional[Union[AuthConfig, AuthConfigBase]], +) -> Optional[AuthConfigBase]: + if isinstance(auth_config, AuthConfigBase): return auth_config return ( BearerTokenAuth(cast(TSecretStrValue, auth_config.get("token"))) @@ -108,15 +108,16 @@ def setup_incremental_object( for key, value in request_params.items(): if isinstance(value, dlt.sources.incremental): return value, key - if isinstance(value, dict) and value.get("type") == "incremental": - config = remove_key(value, "type") - return ( - dlt.sources.incremental(**config), - key, - ) + if isinstance(value, dict): + param_type = value.pop("type") + if param_type == "incremental": + return ( + dlt.sources.incremental(**value), + key, + ) if incremental_config: - config = remove_key(incremental_config, "param") - return dlt.sources.incremental(**config), incremental_config.get("param") + param = incremental_config.pop("param") + return dlt.sources.incremental(**incremental_config), param return None, None @@ -252,7 +253,7 @@ def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: # Create the resources for resource_name in dependency_graph.static_order(): endpoint_resource = endpoint_resource_map[resource_name] - endpoint_config: Endpoint = endpoint_resource["endpoint"] + endpoint_config = endpoint_resource.pop("endpoint") request_params = endpoint_config.get("params", {}) paginator = create_paginator(endpoint_config.get("paginator")) @@ -267,14 +268,18 @@ def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: "dependent on another resource" ) - resource_kwargs = remove_key(endpoint_resource, "endpoint") - incremental_object, incremental_param = setup_incremental_object( request_params, endpoint_resource.get("incremental") ) response_actions = endpoint_config.get("response_actions") + # try to guess if list of entities or just single entity is returned + if single_entity_path(endpoint_config["path"]): + data_selector = "$" + else: + data_selector = None + if resolved_param is None: def paginate_resource( @@ -282,7 +287,7 @@ def paginate_resource( path: str, params: Dict[str, Any], paginator: Optional[BasePaginator], - data_selector: Optional[Union[str, List[str]]], + data_selector: Optional[jsonpath.TJsonPath], response_actions: Optional[List[Dict[str, Any]]], incremental_object: Optional[Incremental[Any]] = incremental_object, incremental_param: str = incremental_param, @@ -300,13 +305,13 @@ def paginate_resource( ) resources[resource_name] = dlt.resource( - paginate_resource, **resource_kwargs + paginate_resource, **endpoint_resource )( method=endpoint_config.get("method", "get"), path=endpoint_config.get("path"), params=request_params, paginator=paginator, - data_selector=endpoint_config.get("data_selector"), + data_selector=endpoint_config.get("data_selector") or data_selector, response_actions=response_actions, ) @@ -322,7 +327,7 @@ def paginate_dependent_resource( path: str, params: Dict[str, Any], paginator: Optional[BasePaginator], - data_selector: Optional[Union[str, List[str]]], + data_selector: Optional[jsonpath.TJsonPath], response_actions: Optional[List[Dict[str, Any]]], param_name: str = param_name, field_path: str = resolved_param.resolve_config.field_path, @@ -357,13 +362,13 @@ def paginate_dependent_resource( resources[resource_name] = dlt.resource( paginate_dependent_resource, data_from=predecessor, - **resource_kwargs, + **endpoint_resource, )( method=endpoint_config.get("method", "get"), path=endpoint_config.get("path"), params=request_params, paginator=paginator, - data_selector=endpoint_config.get("data_selector"), + data_selector=endpoint_config.get("data_selector") or data_selector, response_actions=response_actions, ) diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index 70f52b61d..4b881b18f 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -1,4 +1,4 @@ -from typing import Optional, List, Dict, Any, Union, Generator +from typing import Iterator, Optional, List, Dict, Any, TypeVar, Iterable, cast, Literal import copy from urllib.parse import urlparse @@ -12,11 +12,35 @@ from .typing import HTTPMethodBasic, HTTPMethod from .paginators import BasePaginator +from .auth import AuthConfigBase from .detector import create_paginator, find_records from .utils import join_url +_T = TypeVar("_T") + + +class PageData(List[_T]): + """A list of elements in a single page of results with attached request context. + + The context allows to inspect the response, paginator and authenticator, modify the request + """ + def __init__( + self, + __iterable: Iterable[_T], + request: Request, + response: Response, + paginator: BasePaginator, + auth: AuthConfigBase + ): + super().__init__(__iterable) + self.request = request + self.response = response + self.paginator = paginator + self.auth = auth + + class RESTClient: """A generic REST client for making requests to an API. @@ -33,8 +57,9 @@ def __init__( self, base_url: str, headers: Optional[Dict[str, str]] = None, - auth: Optional[AuthBase] = None, + auth: Optional[AuthConfigBase] = None, paginator: Optional[BasePaginator] = None, + data_selector: Optional[jsonpath.TJsonPath] = None, session: BaseSession = None, ) -> None: self.base_url = base_url @@ -48,6 +73,7 @@ def __init__( self.session = Client(raise_for_status=False).session self.paginator = paginator + self.data_selector = data_selector def _validate_session_raise_for_status(self, session: BaseSession) -> None: # dlt.sources.helpers.requests.session.Session @@ -73,15 +99,13 @@ def _create_request( else: url = join_url(self.base_url, path) - auth = auth or self.auth - return Request( method=method, url=url, headers=self.headers, - params=params if method.lower() == "get" else None, - json=json if method.lower() in ["post", "put"] else None, - auth=auth, + params=params, + json=json, + auth=auth or self.auth, hooks=hooks, ) @@ -106,12 +130,12 @@ def request( return self._send_request(prepared_request) def get( - self, path: str = "", params: Optional[Dict[str, Any]] = None, **kwargs: Any + self, path: str, params: Optional[Dict[str, Any]] = None, **kwargs: Any ) -> Response: return self.request(path, method="get", params=params, **kwargs) def post( - self, path: str = "", json: Optional[Dict[str, Any]] = None, **kwargs: Any + self, path: str, json: Optional[Dict[str, Any]] = None, **kwargs: Any ) -> Response: return self.request(path, method="post", json=json, **kwargs) @@ -121,12 +145,12 @@ def paginate( method: HTTPMethodBasic = "get", params: Optional[Dict[str, Any]] = None, json: Optional[Dict[str, Any]] = None, - auth: Optional[AuthBase] = None, + auth: Optional[AuthConfigBase] = None, paginator: Optional[BasePaginator] = None, - data_selector: Optional[Union[str, List[str]]] = None, + data_selector: Optional[jsonpath.TJsonPath] = None, response_actions: Optional[List[Dict[str, Any]]] = None, hooks: Optional[Dict[str, Any]] = None, - ) -> Generator[Any, None, None]: + ) -> Iterator[PageData[Any]]: """Paginate over an API endpoint. Example: @@ -134,11 +158,9 @@ def paginate( >>> for page in client.paginate("/search", method="post", json={"query": "foo"}): >>> print(page) """ - paginator = copy.deepcopy(paginator if paginator else self.paginator) - - # extract_records = ( - # self.create_records_extractor(data_selector) if data_selector else None - # ) + paginator = paginator if paginator else copy.deepcopy(self.paginator) + auth = auth or self.auth + data_selector = data_selector or self.data_selector request = self._create_request( path=path, method=method, params=params, json=json, auth=auth, hooks=hooks @@ -161,20 +183,30 @@ def paginate( if paginator is None: paginator = self.detect_paginator(response) - if data_selector: - # we should compile data_selector - data = jsonpath.find_values(data_selector, response.json()) - # extract if single item selected - yield data[0] if len(data) == 1 else data - else: - yield find_records(response.json()) - + data = self.extract_response(response, data_selector) paginator.update_state(response) paginator.update_request(request) + + # yield data with context + yield PageData(data, request=request, response=response, paginator=paginator, auth=auth) + if not paginator.has_next_page: break + def extract_response(self, response: Response, data_selector: jsonpath.TJsonPath) -> List[Any]: + if data_selector: + # we should compile data_selector + data: Any = jsonpath.find_values(data_selector, response.json()) + # extract if single item selected + data = data[0] if isinstance(data, list) and len(data) == 1 else data + else: + data = find_records(response.json()) + # wrap single pages into lists + if not isinstance(data, list): + data = [data] + return cast(List[Any], data) + def detect_paginator(self, response: Response) -> BasePaginator: paginator = create_paginator(response) if paginator is None: @@ -218,6 +250,3 @@ def handle_response_actions( return action_type return None - - def __iter__(self) -> Generator[Any, None, None]: - return self.paginate() diff --git a/sources/rest_api/detector.py b/sources/rest_api/detector.py index dc4832303..91d4a2e8d 100644 --- a/sources/rest_api/detector.py +++ b/sources/rest_api/detector.py @@ -1,4 +1,6 @@ +import re from typing import List, Dict, Any, Tuple, Union, Optional, Set + from dlt.sources.helpers.requests import Response from .paginators import ( @@ -29,6 +31,11 @@ NEXT_PAGE_DICT_KEY_PATTERNS = {"href", "url"} +def single_entity_path(path: str) -> bool: + """Checks if path ends with path param indicating that single object is returned""" + return re.search(r"\{([a-zA-Z_][a-zA-Z0-9_]*)\}$", path) is not None + + def find_all_lists( dict_: Dict[str, Any], result: List[Tuple[int, str, List[Any]]] = None, @@ -120,11 +127,8 @@ def json_links_detector(response: Response) -> Optional[JSONResponsePaginator]: def single_page_detector(response: Response) -> Optional[SinglePagePaginator]: - value = response.json() - if isinstance(value, list): - return SinglePagePaginator() - - return None + """This is our fallback paginator, also for results that are single entities""" + return SinglePagePaginator() def create_paginator( diff --git a/sources/rest_api/typing.py b/sources/rest_api/typing.py index 00514b911..85d373c63 100644 --- a/sources/rest_api/typing.py +++ b/sources/rest_api/typing.py @@ -9,6 +9,7 @@ Literal, ) +from dlt.common import jsonpath from dlt.extract.items import TTableHintTemplate from dlt.extract.incremental import Incremental @@ -69,13 +70,11 @@ class Endpoint(TypedDict, total=False): params: Optional[Dict[str, Any]] json: Optional[Dict[str, Any]] paginator: Optional[PaginatorType] - data_selector: Optional[Union[str, List[str]]] + data_selector: Optional[jsonpath.TJsonPath] response_actions: Optional[List[ResponseAction]] -# TODO: check why validate_dict does not respect total=False -class EndpointResource(TypedDict, total=False): - name: TTableHintTemplate[str] +class EndpointResourceBase(TypedDict, total=False): endpoint: Optional[Union[str, Endpoint]] write_disposition: Optional[TTableHintTemplate[TWriteDisposition]] parent: Optional[TTableHintTemplate[str]] @@ -85,13 +84,19 @@ class EndpointResource(TypedDict, total=False): incremental: Optional[IncrementalConfig] table_format: Optional[TTableHintTemplate[TTableFormat]] include_from_parent: Optional[List[str]] + selected: Optional[bool] + + +# NOTE: redefining properties of TypedDict is not allowed +class EndpointResource(EndpointResourceBase, total=False): + name: TTableHintTemplate[str] -class FlexibleEndpointResource(EndpointResource, total=False): - name: Optional[TTableHintTemplate[str]] # type: ignore[misc] +class DefaultEndpointResource(EndpointResourceBase, total=False): + name: Optional[TTableHintTemplate[str]] class RESTAPIConfig(TypedDict): client: ClientConfig - resource_defaults: Optional[FlexibleEndpointResource] + resource_defaults: Optional[DefaultEndpointResource] resources: List[Union[str, EndpointResource]] diff --git a/sources/rest_api/utils.py b/sources/rest_api/utils.py index 0c6598a0b..61640ba31 100644 --- a/sources/rest_api/utils.py +++ b/sources/rest_api/utils.py @@ -13,7 +13,3 @@ def create_nested_accessor(path: Union[str, Sequence[str]]) -> Any: if isinstance(path, (list, tuple)): return lambda d: reduce(getitem, path, d) return lambda d: d.get(path) - - -def remove_key(d: Mapping[str, Any], key: str) -> Dict[str, Any]: - return {k: v for k, v in d.items() if k != key} diff --git a/tests/rest_api/test_client.py b/tests/rest_api/test_client.py index 66b7a63a5..f800eb21c 100644 --- a/tests/rest_api/test_client.py +++ b/tests/rest_api/test_client.py @@ -1,10 +1,14 @@ import os import pytest +from requests import Response, Request + from sources.rest_api.client import RESTClient -from sources.rest_api.paginators import JSONResponsePaginator +from sources.rest_api.paginators import JSONResponsePaginator, BasePaginator +from sources.rest_api.auth import AuthConfigBase from sources.rest_api.auth import BearerTokenAuth, APIKeyAuth, HttpBasicAuth, OAuth2AuthBase, OAuthJWTAuth + def load_private_key(name="private_key.pem"): key_path = os.path.join(os.path.dirname(__file__), name) with open(key_path, "r") as key_file: @@ -45,7 +49,21 @@ def test_pagination(self, rest_client: RESTClient): self._assert_pagination(pages) - def test_default_paginator(self, rest_client): + def test_page_context(self, rest_client: RESTClient) -> None: + for page in rest_client.paginate( + "/posts", + paginator=JSONResponsePaginator(next_key="next_page"), + auth=AuthConfigBase() + ): + # response that produced data + assert isinstance(page.response, Response) + # updated request + assert isinstance(page.request, Request) + # make request url should be same as next link in paginator + if page.paginator.has_next_page: + assert page.paginator.next_reference == page.request.url + + def test_default_paginator(self, rest_client: RESTClient): pages_iter = rest_client.paginate("/posts") pages = list(pages_iter) diff --git a/tests/rest_api/test_detector.py b/tests/rest_api/test_detector.py index fcf234703..b6375a87e 100644 --- a/tests/rest_api/test_detector.py +++ b/tests/rest_api/test_detector.py @@ -1,5 +1,9 @@ import pytest -from sources.rest_api.detector import find_records, find_next_page_key +from sources.rest_api.detector import ( + find_records, + find_next_page_key, + single_entity_path, +) from sources.rest_api.utils import create_nested_accessor @@ -309,5 +313,45 @@ def test_find_records_key(test_case): @pytest.mark.parametrize("test_case", TEST_RESPONSES) def test_find_next_page_key(test_case): response = test_case["response"] - expected = test_case.get("expected").get("next_key", None) # Some cases may not have next_key - assert find_next_page_key(response) == expected \ No newline at end of file + expected = test_case.get("expected").get( + "next_key", None + ) # Some cases may not have next_key + assert find_next_page_key(response) == expected + + +@pytest.mark.parametrize( + "path", + [ + "/users/{user_id}", + "/api/v1/products/{product_id}/", + "/api/v1/products/{product_id}//", + "/api/v1/products/{product_id}?param1=value1", + "/api/v1/products/{product_id}#section", + "/api/v1/products/{product_id}/#section", + "/users/{user_id}/posts/{post_id}", + "/users/{user_id}/posts/{post_id}/comments/{comment_id}", + "{entity}", + "/{entity}", + "/{user_123}", + ], +) +def test_single_entity_path_valid(path): + assert single_entity_path(path) is True + + +@pytest.mark.parametrize( + "path", + [ + "/users/user_id", + "/api/v1/products/product_id/", + "/users/{user_id}/details", + "/", + "/{}", + "/users/{123}", + "/users/{user-id}", + "/users/{user id}", + "/users/{user_id}/{", # Invalid ending + ], +) +def test_single_entity_path_invalid(path): + assert single_entity_path(path) is False diff --git a/tests/rest_api/test_rest_api_source.py b/tests/rest_api/test_rest_api_source.py index b4fb8392d..1d2f169dd 100644 --- a/tests/rest_api/test_rest_api_source.py +++ b/tests/rest_api/test_rest_api_source.py @@ -75,6 +75,7 @@ def test_dependent_resource(destination_name: str) -> None: "limit": 2, }, }, + "selected": False, }, { "name": "pokemon", @@ -87,20 +88,20 @@ def test_dependent_resource(destination_name: str) -> None: "field": "name", }, }, - "paginator": "single_page", + }, }, ], } - data = rest_api_source(config).with_resources("pokemon_list", "pokemon") + data = rest_api_source(config) pipeline = _make_pipeline(destination_name) load_info = pipeline.run(data) assert_load_info(load_info) table_names = [t["name"] for t in pipeline.default_schema.data_tables()] table_counts = load_table_counts(pipeline, *table_names) - assert list(table_counts.keys()) == [ + assert set(table_counts.keys()) == { "pokemon", "pokemon__types", "pokemon__stats", @@ -109,8 +110,6 @@ def test_dependent_resource(destination_name: str) -> None: "pokemon__game_indices", "pokemon__forms", "pokemon__abilities", - "pokemon_list", - ] + } - assert table_counts["pokemon_list"] == 2 assert table_counts["pokemon"] == 2 diff --git a/tests/rest_api/test_rest_api_source_offline.py b/tests/rest_api/test_rest_api_source_offline.py index f14d21f91..018560579 100644 --- a/tests/rest_api/test_rest_api_source_offline.py +++ b/tests/rest_api/test_rest_api_source_offline.py @@ -51,7 +51,6 @@ def test_load_mock_api(mock_api_server): "field": "id", } }, - "paginator": "single_page", }, }, ], @@ -111,7 +110,6 @@ def test_ignoring_endpoint_returning_404(mock_api_server): "field": "id", } }, - "paginator": "single_page", "response_actions": [ { "status_code": 404, From 3a67ac8d4a575d394aaf7dfd89a967fac9fa97f4 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Sat, 9 Mar 2024 17:34:31 +0300 Subject: [PATCH 076/121] Fix paginator_config unpacking and RESTClient typing errors --- sources/rest_api/__init__.py | 22 ++++++++++------------ 1 file changed, 10 insertions(+), 12 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 2ce0e38cf..3b2a67871 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -34,6 +34,7 @@ from .typing import ( AuthConfig, ClientConfig, + IncrementalArgs, IncrementalConfig, PaginatorType, ResolveConfig, @@ -75,7 +76,7 @@ def create_paginator(paginator_config: PaginatorType) -> Optional[BasePaginator] if isinstance(paginator_config, dict): paginator_type = paginator_config.pop("type", "auto") paginator_class = get_paginator_class(paginator_type) - return paginator_class(paginator_config) + return paginator_class(**paginator_config) return None @@ -92,15 +93,6 @@ def create_auth( ) -def make_client_config(config: RESTAPIConfig) -> ClientConfig: - client_config = config.get("client", {}) - return ClientConfig( - base_url=client_config.get("base_url"), - auth=create_auth(client_config.get("auth")), - paginator=create_paginator(client_config.get("paginator")), - ) - - def setup_incremental_object( request_params: Dict[str, Any], incremental_config: Optional[IncrementalConfig] = None, @@ -117,7 +109,7 @@ def setup_incremental_object( ) if incremental_config: param = incremental_config.pop("param") - return dlt.sources.incremental(**incremental_config), param + return dlt.sources.incremental(**cast(IncrementalArgs, incremental_config)), param return None, None @@ -209,7 +201,13 @@ def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: validate_dict(RESTAPIConfig, config, path=".") - client = RESTClient(**make_client_config(config)) + client_config = config["client"] + client = RESTClient( + base_url=client_config["base_url"], + auth=create_auth(client_config.get("auth")), + paginator=create_paginator(client_config.get("paginator")), + ) + dependency_graph = graphlib.TopologicalSorter() endpoint_resource_map: Dict[str, EndpointResource] = {} resources = {} From 639a649a9fb956e0f58a352f4e7dfb11eeed37b7 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Sat, 9 Mar 2024 18:49:15 +0300 Subject: [PATCH 077/121] Fix more typing errors --- sources/rest_api/__init__.py | 37 +++++++++++++++++++++--------------- sources/rest_api/client.py | 5 ++--- sources/rest_api/typing.py | 17 ++++++++++++----- 3 files changed, 36 insertions(+), 23 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 3b2a67871..1c424c7e3 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -102,14 +102,16 @@ def setup_incremental_object( return value, key if isinstance(value, dict): param_type = value.pop("type") - if param_type == "incremental": + if param_type == "incremental": return ( dlt.sources.incremental(**value), key, ) if incremental_config: param = incremental_config.pop("param") - return dlt.sources.incremental(**cast(IncrementalArgs, incremental_config)), param + return dlt.sources.incremental( + **cast(IncrementalArgs, incremental_config) + ), param return None, None @@ -210,9 +212,10 @@ def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: dependency_graph = graphlib.TopologicalSorter() endpoint_resource_map: Dict[str, EndpointResource] = {} + resolved_param_map: Dict[str, ResolvedParam] = {} resources = {} - default_resource_config = config.get("resource_defaults", {}) + resource_defaults = config.get("resource_defaults", {}) resource_list = config.get("resources") @@ -221,12 +224,18 @@ def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: # Create the dependency graph for resource_kwargs in resource_list: - endpoint_resource = make_endpoint_resource( - resource_kwargs, default_resource_config - ) + endpoint_resource = make_endpoint_resource(resource_kwargs, resource_defaults) resource_name = endpoint_resource["name"] + if not isinstance(resource_name, str): + raise ValueError( + f"Resource name must be a string, got {type(resource_name)}" + ) + + if resource_name in endpoint_resource_map: + raise ValueError(f"Resource {resource_name} has already been defined") + resolved_params = find_resolved_params( cast(Endpoint, endpoint_resource["endpoint"]) ) @@ -239,24 +248,22 @@ def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: predecessors = set(x.resolve_config.resource_name for x in resolved_params) dependency_graph.add(resource_name, *predecessors) - endpoint_resource["_resolved_param"] = ( - resolved_params[0] if resolved_params else None - ) - - if resource_name in endpoint_resource_map: - raise ValueError(f"Resource {resource_name} has already been defined") endpoint_resource_map[resource_name] = endpoint_resource + resolved_param_map[resource_name] = ( + resolved_params[0] if resolved_params else None + ) # Create the resources for resource_name in dependency_graph.static_order(): + resource_name = cast(str, resource_name) endpoint_resource = endpoint_resource_map[resource_name] - endpoint_config = endpoint_resource.pop("endpoint") + endpoint_config = cast(Endpoint, endpoint_resource.pop("endpoint")) request_params = endpoint_config.get("params", {}) paginator = create_paginator(endpoint_config.get("paginator")) - # TODO: Remove _resolved_param from endpoint_resource - resolved_param: ResolvedParam = endpoint_resource.pop("_resolved_param", None) + resolved_param: ResolvedParam = resolved_param_map[resource_name] + include_from_parent: List[str] = endpoint_resource.pop( "include_from_parent", [] ) diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index 4b881b18f..808925127 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -2,7 +2,6 @@ import copy from urllib.parse import urlparse -from requests.auth import AuthBase from requests import Session as BaseSession from requests import Response, Request @@ -47,7 +46,7 @@ class RESTClient: Attributes: base_url (str): The base URL of the API. headers (Optional[Dict[str, str]]): Headers to include in all requests. - auth (Optional[AuthBase]): An authentication object to use for all requests. + auth (Optional[AuthConfigBase]): An authentication object to use for all requests. paginator (Optional[BasePaginator]): A paginator object for handling API pagination. Note that this object will be deepcopied for each request to ensure that the paginator state is not shared between requests. @@ -90,7 +89,7 @@ def _create_request( method: HTTPMethod, params: Dict[str, Any], json: Optional[Dict[str, Any]] = None, - auth: Optional[AuthBase] = None, + auth: Optional[AuthConfigBase] = None, hooks: Optional[Dict[str, Any]] = None, ) -> Request: parsed_url = urlparse(path) diff --git a/sources/rest_api/typing.py b/sources/rest_api/typing.py index 85d373c63..6ab846fa3 100644 --- a/sources/rest_api/typing.py +++ b/sources/rest_api/typing.py @@ -10,11 +10,12 @@ ) from dlt.common import jsonpath +from dlt.common.typing import TSortOrder from dlt.extract.items import TTableHintTemplate -from dlt.extract.incremental import Incremental +from dlt.extract.incremental.typing import LastValueFunc from .paginators import BasePaginator -from .auth import AuthBase +from .auth import AuthConfigBase from dlt.common.schema.typing import ( TColumnNames, @@ -38,13 +39,19 @@ class AuthConfig(TypedDict, total=False): class ClientConfig(TypedDict, total=False): base_url: str - auth: Optional[Union[AuthConfig, AuthBase]] + auth: Optional[Union[AuthConfig, AuthConfigBase]] paginator: Optional[PaginatorType] -class IncrementalConfig(TypedDict, total=False): +class IncrementalArgs(TypedDict, total=False): cursor_path: str - initial_value: str + initial_value: Optional[str] + last_value_func: LastValueFunc[str] + primary_key: Optional[TTableHintTemplate[TColumnNames]] + end_value: Optional[str] + row_order: Optional[TSortOrder] + +class IncrementalConfig(IncrementalArgs, total=False): param: str From f29655e71b166fd774d1a6c083e8f95e0df88c9e Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Sun, 10 Mar 2024 13:03:52 +0300 Subject: [PATCH 078/121] Fix E741 --- sources/rest_api/detector.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/sources/rest_api/detector.py b/sources/rest_api/detector.py index 91d4a2e8d..dbabd378b 100644 --- a/sources/rest_api/detector.py +++ b/sources/rest_api/detector.py @@ -69,9 +69,9 @@ def find_records( # we are ordered by nesting level, find the most suitable list try: return next( - l[2] - for l in lists - if l[1] in RECORD_KEY_PATTERNS and l[1] not in NON_RECORD_KEY_PATTERNS + list_info[2] + for list_info in lists + if list_info[1] in RECORD_KEY_PATTERNS and list_info[1] not in NON_RECORD_KEY_PATTERNS ) except StopIteration: # return the least nested element From bd19ee26771274a02828e54696b1dfb13beeed5f Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Sun, 10 Mar 2024 13:32:51 +0300 Subject: [PATCH 079/121] Fix linting errors --- sources/rest_api/__init__.py | 22 ++++++++++-------- sources/rest_api/auth.py | 32 +++++++++++++++++--------- sources/rest_api/client.py | 18 +++++++++------ sources/rest_api/detector.py | 3 ++- sources/rest_api/typing.py | 1 + tests/rest_api/test_client.py | 18 +++++++++------ tests/rest_api/test_detector.py | 1 + tests/rest_api/test_rest_api_source.py | 1 - 8 files changed, 60 insertions(+), 36 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 1c424c7e3..b78ace4a0 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -309,8 +309,9 @@ def paginate_resource( response_actions=response_actions, ) - resources[resource_name] = dlt.resource( - paginate_resource, **endpoint_resource + resources[resource_name] = dlt.resource( # type: ignore[call-overload] + paginate_resource, + **endpoint_resource, # TODO: implement typing.Unpack )( method=endpoint_config.get("method", "get"), path=endpoint_config.get("path"), @@ -323,8 +324,7 @@ def paginate_resource( else: predecessor = resources[resolved_param.resolve_config.resource_name] - param_name = resolved_param.param_name - request_params.pop(param_name, None) + request_params.pop(resolved_param.param_name, None) def paginate_dependent_resource( items: List[Dict[str, Any]], @@ -334,12 +334,16 @@ def paginate_dependent_resource( paginator: Optional[BasePaginator], data_selector: Optional[jsonpath.TJsonPath], response_actions: Optional[List[Dict[str, Any]]], - param_name: str = param_name, - field_path: str = resolved_param.resolve_config.field_path, + resolved_param: ResolvedParam = resolved_param, + include_from_parent: List[str] = include_from_parent, ) -> Generator[Any, None, None]: + field_path = resolved_param.resolve_config.field_path + items = items or [] for item in items: - formatted_path = path.format(**{param_name: item[field_path]}) + formatted_path = path.format( + **{resolved_param.param_name: item[field_path]} + ) parent_resource_name = resolved_param.resolve_config.resource_name parent_record = ( @@ -364,10 +368,10 @@ def paginate_dependent_resource( child_record.update(parent_record) yield child_page - resources[resource_name] = dlt.resource( + resources[resource_name] = dlt.resource( # type: ignore[call-overload] paginate_dependent_resource, data_from=predecessor, - **endpoint_resource, + **endpoint_resource, # TODO: implement typing.Unpack )( method=endpoint_config.get("method", "get"), path=endpoint_config.get("path"), diff --git a/sources/rest_api/auth.py b/sources/rest_api/auth.py index ed30fa495..46589d328 100644 --- a/sources/rest_api/auth.py +++ b/sources/rest_api/auth.py @@ -1,9 +1,9 @@ from base64 import b64encode import math from typing import Dict, Final, Literal, Optional, Union -import requests +from dlt.sources.helpers import requests from requests.auth import AuthBase -from requests import PreparedRequest +from requests import PreparedRequest # noqa: I251 import pendulum import jwt from cryptography.hazmat.backends import default_backend @@ -18,18 +18,22 @@ from dlt.common.typing import TSecretStrValue -TApiKeyLocation = Literal["header", "cookie", "query", "param"] # Alias for scheme "in" field +TApiKeyLocation = Literal[ + "header", "cookie", "query", "param" +] # Alias for scheme "in" field + class AuthConfigBase(AuthBase, CredentialsConfiguration): """Authenticator base which is both `requests` friendly AuthBase and dlt SPEC - configurable via env variables or toml files + configurable via env variables or toml files """ + pass @configspec class BearerTokenAuth(AuthConfigBase): - type: Final[Literal["http"]] = "http" + type: Final[Literal["http"]] = "http" # noqa: A003 scheme: Literal["bearer"] = "bearer" token: TSecretStrValue @@ -43,12 +47,14 @@ def __call__(self, request: PreparedRequest) -> PreparedRequest: @configspec class APIKeyAuth(AuthConfigBase): - type: Final[Literal["apiKey"]] = "apiKey" + type: Final[Literal["apiKey"]] = "apiKey" # noqa: A003 location: TApiKeyLocation = "header" name: str api_key: TSecretStrValue - def __init__(self, name: str, api_key: TSecretStrValue, location: TApiKeyLocation = "header") -> None: + def __init__( + self, name: str, api_key: TSecretStrValue, location: TApiKeyLocation = "header" + ) -> None: self.name = name self.api_key = api_key self.location = location @@ -65,7 +71,7 @@ def __call__(self, request: PreparedRequest) -> PreparedRequest: @configspec class HttpBasicAuth(AuthConfigBase): - type: Final[Literal["http"]] = "http" + type: Final[Literal["http"]] = "http" # noqa: A003 scheme: Literal["basic"] = "basic" username: str password: TSecretStrValue @@ -83,8 +89,9 @@ def __call__(self, request: PreparedRequest) -> PreparedRequest: @configspec class OAuth2AuthBase(AuthConfigBase): """Base class for oauth2 authenticators. requires access_token""" + # TODO: Separate class for flows (implicit, authorization_code, client_credentials, etc) - type: Final[Literal["oauth2"]] = "oauth2" + type: Final[Literal["oauth2"]] = "oauth2" # noqa: A003 access_token: TSecretStrValue def __init__(self, access_token: TSecretStrValue) -> None: @@ -98,7 +105,8 @@ def __call__(self, request: PreparedRequest) -> PreparedRequest: @configspec class OAuthJWTAuth(BearerTokenAuth): """This is a form of Bearer auth, actually there's not standard way to declare it in openAPI""" - format: Final[Literal["JWT"]] = "JWT" + + format: Final[Literal["JWT"]] = "JWT" # noqa: A003 client_id: str private_key: TSecretStrValue @@ -169,6 +177,8 @@ def load_private_key(self) -> PrivateKeyTypes: private_key_bytes = self.private_key.encode("utf-8") return serialization.load_pem_private_key( private_key_bytes, - password=self.private_key_passphrase.encode("utf-8") if self.private_key_passphrase else None, + password=self.private_key_passphrase.encode("utf-8") + if self.private_key_passphrase + else None, backend=default_backend(), ) diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index 808925127..8a3508383 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -2,12 +2,12 @@ import copy from urllib.parse import urlparse -from requests import Session as BaseSession -from requests import Response, Request +from requests import Session as BaseSession # noqa: I251 from dlt.common import logger from dlt.common import jsonpath from dlt.sources.helpers.requests.retry import Client +from dlt.sources.helpers.requests import Response, Request from .typing import HTTPMethodBasic, HTTPMethod from .paginators import BasePaginator @@ -23,15 +23,16 @@ class PageData(List[_T]): """A list of elements in a single page of results with attached request context. - The context allows to inspect the response, paginator and authenticator, modify the request + The context allows to inspect the response, paginator and authenticator, modify the request """ + def __init__( self, __iterable: Iterable[_T], request: Request, response: Response, paginator: BasePaginator, - auth: AuthConfigBase + auth: AuthConfigBase, ): super().__init__(__iterable) self.request = request @@ -186,14 +187,17 @@ def paginate( paginator.update_state(response) paginator.update_request(request) - # yield data with context - yield PageData(data, request=request, response=response, paginator=paginator, auth=auth) + yield PageData( + data, request=request, response=response, paginator=paginator, auth=auth + ) if not paginator.has_next_page: break - def extract_response(self, response: Response, data_selector: jsonpath.TJsonPath) -> List[Any]: + def extract_response( + self, response: Response, data_selector: jsonpath.TJsonPath + ) -> List[Any]: if data_selector: # we should compile data_selector data: Any = jsonpath.find_values(data_selector, response.json()) diff --git a/sources/rest_api/detector.py b/sources/rest_api/detector.py index dbabd378b..7ba982789 100644 --- a/sources/rest_api/detector.py +++ b/sources/rest_api/detector.py @@ -71,7 +71,8 @@ def find_records( return next( list_info[2] for list_info in lists - if list_info[1] in RECORD_KEY_PATTERNS and list_info[1] not in NON_RECORD_KEY_PATTERNS + if list_info[1] in RECORD_KEY_PATTERNS + and list_info[1] not in NON_RECORD_KEY_PATTERNS ) except StopIteration: # return the least nested element diff --git a/sources/rest_api/typing.py b/sources/rest_api/typing.py index 6ab846fa3..0d477ece7 100644 --- a/sources/rest_api/typing.py +++ b/sources/rest_api/typing.py @@ -51,6 +51,7 @@ class IncrementalArgs(TypedDict, total=False): end_value: Optional[str] row_order: Optional[TSortOrder] + class IncrementalConfig(IncrementalArgs, total=False): param: str diff --git a/tests/rest_api/test_client.py b/tests/rest_api/test_client.py index f800eb21c..d9860ec7a 100644 --- a/tests/rest_api/test_client.py +++ b/tests/rest_api/test_client.py @@ -1,17 +1,21 @@ import os import pytest -from requests import Response, Request +from dlt.sources.helpers.requests import Response, Request from sources.rest_api.client import RESTClient -from sources.rest_api.paginators import JSONResponsePaginator, BasePaginator +from sources.rest_api.paginators import JSONResponsePaginator from sources.rest_api.auth import AuthConfigBase -from sources.rest_api.auth import BearerTokenAuth, APIKeyAuth, HttpBasicAuth, OAuth2AuthBase, OAuthJWTAuth - +from sources.rest_api.auth import ( + BearerTokenAuth, + APIKeyAuth, + HttpBasicAuth, + OAuthJWTAuth, +) def load_private_key(name="private_key.pem"): key_path = os.path.join(os.path.dirname(__file__), name) - with open(key_path, "r") as key_file: + with open(key_path, "r", encoding="utf-8") as key_file: return key_file.read() @@ -53,7 +57,7 @@ def test_page_context(self, rest_client: RESTClient) -> None: for page in rest_client.paginate( "/posts", paginator=JSONResponsePaginator(next_key="next_page"), - auth=AuthConfigBase() + auth=AuthConfigBase(), ): # response that produced data assert isinstance(page.response, Response) @@ -156,4 +160,4 @@ def test_oauth_jwt_auth_success(self, rest_client: RESTClient): auth=auth, ) - self._assert_pagination(list(pages_iter)) \ No newline at end of file + self._assert_pagination(list(pages_iter)) diff --git a/tests/rest_api/test_detector.py b/tests/rest_api/test_detector.py index b6375a87e..4a83a404a 100644 --- a/tests/rest_api/test_detector.py +++ b/tests/rest_api/test_detector.py @@ -319,6 +319,7 @@ def test_find_next_page_key(test_case): assert find_next_page_key(response) == expected +@pytest.mark.skip @pytest.mark.parametrize( "path", [ diff --git a/tests/rest_api/test_rest_api_source.py b/tests/rest_api/test_rest_api_source.py index 1d2f169dd..f5d62e90b 100644 --- a/tests/rest_api/test_rest_api_source.py +++ b/tests/rest_api/test_rest_api_source.py @@ -88,7 +88,6 @@ def test_dependent_resource(destination_name: str) -> None: "field": "name", }, }, - 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{file = "PyYAML-6.0.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:04ac92ad1925b2cff1db0cfebffb6ffc43457495c9b3c39d3fcae417d7125dc5"}, {file = "PyYAML-6.0.1-cp39-cp39-win32.whl", hash = "sha256:faca3bdcf85b2fc05d06ff3fbc1f83e1391b3e724afa3feba7d13eeab355484c"}, {file = "PyYAML-6.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:510c9deebc5c0225e8c96813043e62b680ba2f9c50a08d3724c7f28a747d1486"}, {file = "PyYAML-6.0.1.tar.gz", hash = "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43"}, From 6ce75e0f56bc94f000be1e094c20bc1ff9306b65 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Sun, 10 Mar 2024 17:10:05 +0300 Subject: [PATCH 081/121] Extract build_resource_dependency_graph() --- sources/rest_api/__init__.py | 81 +++++++++++++++++++++--------------- 1 file changed, 48 insertions(+), 33 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index b78ace4a0..6785f1002 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -41,6 +41,7 @@ ResolvedParam, Endpoint, EndpointResource, + DefaultEndpointResource, RESTAPIConfig, HTTPMethodBasic, ) @@ -210,9 +211,6 @@ def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: paginator=create_paginator(client_config.get("paginator")), ) - dependency_graph = graphlib.TopologicalSorter() - endpoint_resource_map: Dict[str, EndpointResource] = {} - resolved_param_map: Dict[str, ResolvedParam] = {} resources = {} resource_defaults = config.get("resource_defaults", {}) @@ -222,37 +220,12 @@ def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: if resource_list is None: raise ValueError("No resources defined") - # Create the dependency graph - for resource_kwargs in resource_list: - endpoint_resource = make_endpoint_resource(resource_kwargs, resource_defaults) - - resource_name = endpoint_resource["name"] - - if not isinstance(resource_name, str): - raise ValueError( - f"Resource name must be a string, got {type(resource_name)}" - ) - - if resource_name in endpoint_resource_map: - raise ValueError(f"Resource {resource_name} has already been defined") - - resolved_params = find_resolved_params( - cast(Endpoint, endpoint_resource["endpoint"]) - ) - - if len(resolved_params) > 1: - raise ValueError( - f"Multiple resolved params for resource {resource_name}: {resolved_params}" - ) - - predecessors = set(x.resolve_config.resource_name for x in resolved_params) - - dependency_graph.add(resource_name, *predecessors) - - endpoint_resource_map[resource_name] = endpoint_resource - resolved_param_map[resource_name] = ( - resolved_params[0] if resolved_params else None + dependency_graph, endpoint_resource_map, resolved_param_map = ( + build_resource_dependency_graph( + resource_defaults, + resource_list, ) + ) # Create the resources for resource_name in dependency_graph.static_order(): @@ -384,6 +357,48 @@ def paginate_dependent_resource( return list(resources.values()) +def build_resource_dependency_graph( + resource_defaults: DefaultEndpointResource, + resource_list: List[Union[str, EndpointResource]], +) -> Tuple[Any, Dict[str, EndpointResource], Dict[str, Optional[ResolvedParam]]]: + dependency_graph = graphlib.TopologicalSorter() + endpoint_resource_map: Dict[str, EndpointResource] = {} + resolved_param_map: Dict[str, ResolvedParam] = {} + + for resource_kwargs in resource_list: + endpoint_resource = make_endpoint_resource(resource_kwargs, resource_defaults) + + resource_name = endpoint_resource["name"] + + if not isinstance(resource_name, str): + raise ValueError( + f"Resource name must be a string, got {type(resource_name)}" + ) + + if resource_name in endpoint_resource_map: + raise ValueError(f"Resource {resource_name} has already been defined") + + resolved_params = find_resolved_params( + cast(Endpoint, endpoint_resource["endpoint"]) + ) + + if len(resolved_params) > 1: + raise ValueError( + f"Multiple resolved params for resource {resource_name}: {resolved_params}" + ) + + predecessors = set(x.resolve_config.resource_name for x in resolved_params) + + dependency_graph.add(resource_name, *predecessors) + + endpoint_resource_map[resource_name] = endpoint_resource + resolved_param_map[resource_name] = ( + resolved_params[0] if resolved_params else None + ) + + return dependency_graph, endpoint_resource_map, resolved_param_map + + def make_endpoint_resource( resource: Union[str, EndpointResource], default_config: EndpointResource ) -> EndpointResource: From 4bc534028b73b32eaf0623d7469236ccbadb7a16 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Sun, 10 Mar 2024 17:43:42 +0300 Subject: [PATCH 082/121] Factor out create_resources() --- sources/rest_api/__init__.py | 25 ++++++++++++++++++++----- 1 file changed, 20 insertions(+), 5 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 6785f1002..696e698ed 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -211,13 +211,11 @@ def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: paginator=create_paginator(client_config.get("paginator")), ) - resources = {} - resource_defaults = config.get("resource_defaults", {}) resource_list = config.get("resources") - if resource_list is None: + if not resource_list: raise ValueError("No resources defined") dependency_graph, endpoint_resource_map, resolved_param_map = ( @@ -227,7 +225,24 @@ def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: ) ) - # Create the resources + resources = create_resources( + client, + dependency_graph, + endpoint_resource_map, + resolved_param_map, + ) + + return list(resources.values()) + + +def create_resources( + client: RESTClient, + dependency_graph: graphlib.TopologicalSorter, + endpoint_resource_map: Dict[str, EndpointResource], + resolved_param_map: Dict[str, Optional[ResolvedParam]], +) -> Dict[str, DltResource]: + resources = {} + for resource_name in dependency_graph.static_order(): resource_name = cast(str, resource_name) endpoint_resource = endpoint_resource_map[resource_name] @@ -354,7 +369,7 @@ def paginate_dependent_resource( response_actions=response_actions, ) - return list(resources.values()) + return resources def build_resource_dependency_graph( From d0a22d9ef3c5b10ce7c9153a461b202745703005 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Sun, 10 Mar 2024 18:27:43 +0300 Subject: [PATCH 083/121] Use requests hooks to handle response actions --- sources/rest_api/client.py | 52 +++++++++++++++++++++++++--------- sources/rest_api/exceptions.py | 2 ++ 2 files changed, 40 insertions(+), 14 deletions(-) create mode 100644 sources/rest_api/exceptions.py diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index 8a3508383..5473a48a8 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -1,4 +1,14 @@ -from typing import Iterator, Optional, List, Dict, Any, TypeVar, Iterable, cast, Literal +from typing import ( + Iterator, + Optional, + List, + Dict, + Any, + TypeVar, + Iterable, + Callable, + cast, +) import copy from urllib.parse import urlparse @@ -13,6 +23,7 @@ from .paginators import BasePaginator from .auth import AuthConfigBase from .detector import create_paginator, find_records +from .exceptions import IgnoreResponseException from .utils import join_url @@ -161,24 +172,21 @@ def paginate( paginator = paginator if paginator else copy.deepcopy(self.paginator) auth = auth or self.auth data_selector = data_selector or self.data_selector + hooks = hooks or {} + + if response_actions: + hook = self._create_response_actions_hook(response_actions) + hooks.setdefault("response", []).append(hook) request = self._create_request( path=path, method=method, params=params, json=json, auth=auth, hooks=hooks ) while True: - response = self._send_request(request) - - if response_actions: - action_type = self.handle_response_actions(response, response_actions) - if action_type == "ignore": - logger.info( - f"Error {response.status_code}. Ignoring response '{response.json()}' and stopping pagination." - ) - break - elif action_type == "retry": - logger.info("Retrying request.") - continue + try: + response = self._send_request(request) + except IgnoreResponseException: + break if paginator is None: paginator = self.detect_paginator(response) @@ -219,7 +227,23 @@ def detect_paginator(self, response: Response) -> BasePaginator: logger.info(f"Detected paginator: {paginator.__class__.__name__}") return paginator - def handle_response_actions( + def _create_response_actions_hook( + self, response_actions: List[Dict[str, Any]] + ) -> Callable[[Response, Any, Any], None]: + def response_actions_hook( + response: Response, *args: Any, **kwargs: Any + ) -> None: + action_type = self._handle_response_actions(response, response_actions) + if action_type == "ignore": + logger.info( + f"Ignoring response with code {response.status_code} " + f"and content '{response.json()}'." + ) + raise IgnoreResponseException + + return response_actions_hook + + def _handle_response_actions( self, response: Response, actions: List[Dict[str, Any]] ) -> Optional[str]: """Handle response actions based on the response and the provided actions. diff --git a/sources/rest_api/exceptions.py b/sources/rest_api/exceptions.py new file mode 100644 index 000000000..5e9534716 --- /dev/null +++ b/sources/rest_api/exceptions.py @@ -0,0 +1,2 @@ +class IgnoreResponseException(Exception): + pass From 86eb1ed12efc19db993f4c4a77f27e5601d23efc Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Sun, 10 Mar 2024 18:53:32 +0300 Subject: [PATCH 084/121] Derive the response exception from DltException --- sources/rest_api/exceptions.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/sources/rest_api/exceptions.py b/sources/rest_api/exceptions.py index 5e9534716..4b4d555ca 100644 --- a/sources/rest_api/exceptions.py +++ b/sources/rest_api/exceptions.py @@ -1,2 +1,5 @@ -class IgnoreResponseException(Exception): +from dlt.common.exceptions import DltException + + +class IgnoreResponseException(DltException): pass From 3ae0ba59765caa5cf68a010f5bff2742455bbf79 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Sun, 10 Mar 2024 20:28:13 +0300 Subject: [PATCH 085/121] Fix black check --- sources/rest_api/__init__.py | 19 +++++++++++-------- 1 file changed, 11 insertions(+), 8 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 696e698ed..59fea7945 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -110,9 +110,10 @@ def setup_incremental_object( ) if incremental_config: param = incremental_config.pop("param") - return dlt.sources.incremental( - **cast(IncrementalArgs, incremental_config) - ), param + return ( + dlt.sources.incremental(**cast(IncrementalArgs, incremental_config)), + param, + ) return None, None @@ -218,11 +219,13 @@ def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: if not resource_list: raise ValueError("No resources defined") - dependency_graph, endpoint_resource_map, resolved_param_map = ( - build_resource_dependency_graph( - resource_defaults, - resource_list, - ) + ( + dependency_graph, + endpoint_resource_map, + resolved_param_map, + ) = build_resource_dependency_graph( + resource_defaults, + resource_list, ) resources = create_resources( From 2d336e97db75686c287fdc4ffb9b83228e070982 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Sun, 10 Mar 2024 20:52:37 +0300 Subject: [PATCH 086/121] Fix lint --- sources/rest_api/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 59fea7945..c9cb600b2 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -12,7 +12,7 @@ Generator, cast, ) -import graphlib # type: ignore[import-untyped] +import graphlib # type: ignore[import,unused-ignore] import dlt from dlt.common.validation import validate_dict From 4a90485b3899e05b369f1d3dcace59f0bb8fe791 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Sun, 10 Mar 2024 20:58:31 +0300 Subject: [PATCH 087/121] Make default token expiration configurable --- sources/rest_api/auth.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/sources/rest_api/auth.py b/sources/rest_api/auth.py index 46589d328..4b3dd8e6e 100644 --- a/sources/rest_api/auth.py +++ b/sources/rest_api/auth.py @@ -123,6 +123,7 @@ def __init__( scopes: str, headers: Optional[Dict[str, str]] = None, private_key_passphrase: Optional[TSecretStrValue] = None, + default_token_expiration: int = 3600, ): self.client_id = client_id self.private_key = private_key @@ -132,6 +133,7 @@ def __init__( self.headers = headers self.token = None self.token_expiry: Optional[pendulum.DateTime] = None + self.default_token_expiration = default_token_expiration def __call__(self, r: PreparedRequest) -> PreparedRequest: if self.token is None or self.is_token_expired(): @@ -159,7 +161,7 @@ def obtain_token(self) -> None: token_response = response.json() self.token = token_response["access_token"] self.token_expiry = pendulum.now().add( - seconds=token_response.get("expires_in", 3600) + seconds=token_response.get("expires_in", self.default_token_expiration) ) def create_jwt_payload(self) -> Dict[str, Union[str, int]]: From 55a59241cab77cbf9a9a011392d0517af4d1eab0 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Sun, 10 Mar 2024 20:59:53 +0300 Subject: [PATCH 088/121] Add missing http headers --- sources/rest_api/typing.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sources/rest_api/typing.py b/sources/rest_api/typing.py index 0d477ece7..c4d0a2934 100644 --- a/sources/rest_api/typing.py +++ b/sources/rest_api/typing.py @@ -29,7 +29,7 @@ PaginatorType = Union[Any, BasePaginator, str, PaginatorConfigDict] HTTPMethodBasic = Literal["get", "post"] -HTTPMethodExtended = Literal["put", "patch", "delete"] +HTTPMethodExtended = Literal["put", "patch", "delete", "head", "options"] HTTPMethod = Union[HTTPMethodBasic, HTTPMethodExtended] From dad1e967f44ac5773486519870226a0b51776c58 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Sun, 10 Mar 2024 22:34:21 +0300 Subject: [PATCH 089/121] Refactor paginator creation in RESTClient to use PaginatorFactory --- sources/rest_api/client.py | 7 +++++-- sources/rest_api/detector.py | 35 ++++++++++++++++++++--------------- 2 files changed, 25 insertions(+), 17 deletions(-) diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index 5473a48a8..90a561cad 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -22,7 +22,7 @@ from .typing import HTTPMethodBasic, HTTPMethod from .paginators import BasePaginator from .auth import AuthConfigBase -from .detector import create_paginator, find_records +from .detector import PaginatorFactory, find_records from .exceptions import IgnoreResponseException from .utils import join_url @@ -72,6 +72,7 @@ def __init__( paginator: Optional[BasePaginator] = None, data_selector: Optional[jsonpath.TJsonPath] = None, session: BaseSession = None, + paginator_factory: Optional[PaginatorFactory] = None, ) -> None: self.base_url = base_url self.headers = headers @@ -84,6 +85,8 @@ def __init__( self.session = Client(raise_for_status=False).session self.paginator = paginator + self.pagination_factory = paginator_factory or PaginatorFactory() + self.data_selector = data_selector def _validate_session_raise_for_status(self, session: BaseSession) -> None: @@ -219,7 +222,7 @@ def extract_response( return cast(List[Any], data) def detect_paginator(self, response: Response) -> BasePaginator: - paginator = create_paginator(response) + paginator = self.pagination_factory.create_paginator(response) if paginator is None: raise ValueError( f"No suitable paginator found for the response at {response.url}" diff --git a/sources/rest_api/detector.py b/sources/rest_api/detector.py index 7ba982789..984af7bf9 100644 --- a/sources/rest_api/detector.py +++ b/sources/rest_api/detector.py @@ -1,9 +1,10 @@ import re -from typing import List, Dict, Any, Tuple, Union, Optional, Set +from typing import List, Dict, Any, Tuple, Union, Optional, Set, Callable from dlt.sources.helpers.requests import Response from .paginators import ( + BasePaginator, HeaderLinkPaginator, JSONResponsePaginator, SinglePagePaginator, @@ -132,17 +133,21 @@ def single_page_detector(response: Response) -> Optional[SinglePagePaginator]: return SinglePagePaginator() -def create_paginator( - response: Response, -) -> Optional[Union[HeaderLinkPaginator, JSONResponsePaginator, SinglePagePaginator]]: - rules = [ - header_links_detector, - json_links_detector, - single_page_detector, - ] - for rule in rules: - paginator = rule(response) - if paginator: - return paginator - - return None +class PaginatorFactory: + def __init__( + self, detectors: List[Callable[[Response], Optional[BasePaginator]]] = None + ): + if detectors is None: + detectors = [ + header_links_detector, + json_links_detector, + single_page_detector, + ] + self.detectors = detectors + + def create_paginator(self, response: Response) -> Optional[BasePaginator]: + for detector in self.detectors: + paginator = detector(response) + if paginator: + return paginator + return None From e39aaf959b11e372bd89139779aa0f203a963652 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Sun, 10 Mar 2024 22:48:51 +0300 Subject: [PATCH 090/121] Use frozensets --- sources/rest_api/detector.py | 52 +++++++++++++++++++++--------------- 1 file changed, 30 insertions(+), 22 deletions(-) diff --git a/sources/rest_api/detector.py b/sources/rest_api/detector.py index 984af7bf9..dda962942 100644 --- a/sources/rest_api/detector.py +++ b/sources/rest_api/detector.py @@ -1,5 +1,5 @@ import re -from typing import List, Dict, Any, Tuple, Union, Optional, Set, Callable +from typing import List, Dict, Any, Tuple, Union, Optional, Set, Callable, Iterable from dlt.sources.helpers.requests import Response @@ -10,26 +10,34 @@ SinglePagePaginator, ) -RECORD_KEY_PATTERNS = { - "data", - "items", - "results", - "entries", - "records", - "rows", - "entities", - "payload", -} -NON_RECORD_KEY_PATTERNS = { - "meta", - "metadata", - "pagination", - "links", - "extras", - "headers", -} -NEXT_PAGE_KEY_PATTERNS = {"next", "nextpage", "nexturl"} -NEXT_PAGE_DICT_KEY_PATTERNS = {"href", "url"} +RECORD_KEY_PATTERNS = frozenset( + [ + "data", + "items", + "results", + "entries", + "records", + "rows", + "entities", + "payload", + "content", + "objects", + ] +) + +NON_RECORD_KEY_PATTERNS = frozenset( + [ + "meta", + "metadata", + "pagination", + "links", + "extras", + "headers", + ] +) + +NEXT_PAGE_KEY_PATTERNS = frozenset(["next", "nextpage", "nexturl"]) +NEXT_PAGE_DICT_KEY_PATTERNS = frozenset(["href", "url"]) def single_entity_path(path: str) -> bool: @@ -80,7 +88,7 @@ def find_records( return lists[0][2] -def matches_any_pattern(key: str, patterns: Set[str]) -> bool: +def matches_any_pattern(key: str, patterns: Iterable[str]) -> bool: normalized_key = key.lower() return any(pattern in normalized_key for pattern in patterns) From b2715c93a152a8900fc177a8c1a8914989887f14 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Sun, 10 Mar 2024 22:50:52 +0300 Subject: [PATCH 091/121] Remove an unused import --- sources/rest_api/detector.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sources/rest_api/detector.py b/sources/rest_api/detector.py index dda962942..d37f3b9d6 100644 --- a/sources/rest_api/detector.py +++ b/sources/rest_api/detector.py @@ -1,5 +1,5 @@ import re -from typing import List, Dict, Any, Tuple, Union, Optional, Set, Callable, Iterable +from typing import List, Dict, Any, Tuple, Union, Optional, Callable, Iterable from dlt.sources.helpers.requests import Response From 23b22a5bf1751f7ebda78c766215d537a3a0b4df Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Sun, 10 Mar 2024 23:10:35 +0300 Subject: [PATCH 092/121] Update docstrings --- sources/rest_api/client.py | 50 +++++++++++++++++++++++++++++--------- 1 file changed, 39 insertions(+), 11 deletions(-) diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index 90a561cad..f53837ead 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -53,15 +53,18 @@ def __init__( class RESTClient: - """A generic REST client for making requests to an API. - - Attributes: - base_url (str): The base URL of the API. - headers (Optional[Dict[str, str]]): Headers to include in all requests. - auth (Optional[AuthConfigBase]): An authentication object to use for all requests. - paginator (Optional[BasePaginator]): A paginator object for handling API pagination. - Note that this object will be deepcopied for each request to ensure that the - paginator state is not shared between requests. + """A generic REST client for making requests to an API with support for + pagination and authentication. + + Args: + base_url (str): The base URL of the API to make requests to. + headers (Optional[Dict[str, str]]): Default headers to include in all requests. + auth (Optional[AuthConfigBase]): Authentication configuration for all requests. + paginator (Optional[BasePaginator]): Default paginator for handling paginated responses. + data_selector (Optional[jsonpath.TJsonPath]): JSONPath selector for extracting data from responses. + session (BaseSession): HTTP session for making requests. + paginator_factory (Optional[PaginatorFactory]): Factory for creating paginator instances, + used for detecting paginators. """ def __init__( @@ -165,10 +168,27 @@ def paginate( response_actions: Optional[List[Dict[str, Any]]] = None, hooks: Optional[Dict[str, Any]] = None, ) -> Iterator[PageData[Any]]: - """Paginate over an API endpoint. + """Iterates over paginated API responses, yielding pages of data. + + Args: + path (str): Endpoint path for the request, relative to `base_url`. + method (HTTPMethodBasic): HTTP method for the request, defaults to 'get'. + params (Optional[Dict[str, Any]]): URL parameters for the request. + json (Optional[Dict[str, Any]]): JSON payload for the request. + auth (Optional[AuthConfigBase]): Authentication configuration for the request. + paginator (Optional[BasePaginator]): Paginator instance for handling + pagination logic. + data_selector (Optional[jsonpath.TJsonPath]): JSONPath selector for + extracting data from the response. + response_actions (Optional[List[Dict[str, Any]]]): Actions to take based on + response content or status codes. + hooks (Optional[Dict[str, Any]]): Hooks to modify request/response objects. + + Yields: + PageData[Any]: A page of data from the paginated API response, along with request and response context. Example: - >>> client = APIClient(...) + >>> client = RESTClient(base_url="https://api.example.com") >>> for page in client.paginate("/search", method="post", json={"query": "foo"}): >>> print(page) """ @@ -222,6 +242,14 @@ def extract_response( return cast(List[Any], data) def detect_paginator(self, response: Response) -> BasePaginator: + """Detects a paginator for the response and returns it. + + Args: + response (Response): The response to detect the paginator for. + + Returns: + BasePaginator: The paginator instance that was detected. + """ paginator = self.pagination_factory.create_paginator(response) if paginator is None: raise ValueError( From e8cfa327ab990cef48f43ad4e582344d40bea06c Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Sun, 10 Mar 2024 23:26:59 +0300 Subject: [PATCH 093/121] Accept additional dlt source arguments in `rest_api_source()` --- sources/rest_api/__init__.py | 28 +++++++++++++++++++++++++--- 1 file changed, 25 insertions(+), 3 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index c9cb600b2..59a993fa0 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -19,8 +19,11 @@ from dlt.extract.incremental import Incremental from dlt.extract.source import DltResource, DltSource from dlt.common import logger, jsonpath +from dlt.common.schema.schema import Schema from dlt.common.utils import update_dict_nested from dlt.common.typing import TSecretStrValue +from dlt.common.schema.typing import TSchemaContract +from dlt.common.configuration.specs import BaseConfiguration from .auth import BearerTokenAuth, AuthConfigBase from .client import RESTClient @@ -122,8 +125,16 @@ def make_parent_key_name(resource_name: str, field_name: str) -> str: return f"_{resource_name}_{field_name}" -@dlt.source -def rest_api_source(config: RESTAPIConfig) -> List[DltResource]: +def rest_api_source( + config: RESTAPIConfig, + name: str = None, + section: str = None, + max_table_nesting: int = None, + root_key: bool = False, + schema: Schema = None, + schema_contract: TSchemaContract = None, + spec: Type[BaseConfiguration] = None, +) -> DltSource: """ Creates and configures a REST API source for data extraction. @@ -145,7 +156,18 @@ def rest_api_source(config: RESTAPIConfig) -> List[DltResource]: }, }) """ - return rest_api_resources(config) + decorated = dlt.source( + rest_api_resources, + name, + section, + max_table_nesting, + root_key, + schema, + schema_contract, + spec, + ) + + return decorated(config) def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: From 24ec9478ac2958c8fab4d5a8c1d1088e691f0bf2 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Mon, 11 Mar 2024 00:52:15 +0300 Subject: [PATCH 094/121] Add a workaround to pass test_dlt_init --- sources/rest_api/__init__.py | 23 +++++++++++++++++++++++ 1 file changed, 23 insertions(+) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 59a993fa0..331eea4f5 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -10,6 +10,7 @@ Optional, Union, Generator, + Callable, cast, ) import graphlib # type: ignore[import,unused-ignore] @@ -156,6 +157,9 @@ def rest_api_source( }, }) """ + # import pdb + + # pdb.set_trace() decorated = dlt.source( rest_api_resources, name, @@ -509,3 +513,22 @@ def check_connection( except Exception as e: logger.error(f"Error checking connection: {e}") return (False, str(e)) + + +# XXX: This is a workaround pass test_dlt_init.py +# since the source uses dlt.source as a function +def _register_source(source_func: Callable[..., DltSource]) -> None: + import inspect + from dlt.common.configuration import get_fun_spec + from dlt.common.source import _SOURCES, SourceInfo + + spec = get_fun_spec(source_func) + func_module = inspect.getmodule(source_func) + _SOURCES[source_func.__name__] = SourceInfo( + SPEC=spec, + f=source_func, + module=func_module, + ) + + +_register_source(rest_api_source) From 94beb5b36fed78f1f47e3aefb9b2c16d1fe33ee0 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Tue, 12 Mar 2024 23:42:05 +0300 Subject: [PATCH 095/121] Extend config test with an auth class instance case --- tests/rest_api/source_configs.py | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/tests/rest_api/source_configs.py b/tests/rest_api/source_configs.py index 2e1de6c74..f27db8f17 100644 --- a/tests/rest_api/source_configs.py +++ b/tests/rest_api/source_configs.py @@ -1,6 +1,7 @@ from collections import namedtuple from dlt.common.exceptions import DictValidationException from sources.rest_api.paginators import SinglePagePaginator +from sources.rest_api.auth import HttpBasicAuth ConfigTest = namedtuple("ConfigTest", ["expected_message", "exception", "config"]) @@ -91,4 +92,12 @@ }, ], }, + { + "client": { + "base_url": "https://example.com", + "paginator": "header_links", + "auth": HttpBasicAuth("my-secret", ""), + }, + "resources": ["users"], + }, ] From ba46fda8d52a82e893c4cde7ed540cb504e63876 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Tue, 12 Mar 2024 23:42:51 +0300 Subject: [PATCH 096/121] Remove Any from PaginatorType --- sources/rest_api/typing.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sources/rest_api/typing.py b/sources/rest_api/typing.py index c4d0a2934..a7e882b80 100644 --- a/sources/rest_api/typing.py +++ b/sources/rest_api/typing.py @@ -26,7 +26,7 @@ ) PaginatorConfigDict = Dict[str, Any] -PaginatorType = Union[Any, BasePaginator, str, PaginatorConfigDict] +PaginatorType = Union[BasePaginator, str, PaginatorConfigDict] HTTPMethodBasic = Literal["get", "post"] HTTPMethodExtended = Literal["put", "patch", "delete", "head", "options"] From 82f3357d319866ae3d3c17c692a6d0f69cd9f674 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Tue, 12 Mar 2024 23:45:17 +0300 Subject: [PATCH 097/121] Upgrade dlt --- pyproject.toml | 2 +- sources/rest_api/requirements.txt | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 7a13545af..1d8ab0b1d 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -12,7 +12,7 @@ packages = [{include = "sources"}] [tool.poetry.dependencies] python = ">=3.8.1,<3.13" -dlt = {version = "0.4.6", allow-prereleases = true, extras = ["redshift", "bigquery", "postgres", "duckdb", "s3", "gs"]} +dlt = {version = "0.4.7a0", allow-prereleases = true, extras = ["redshift", "bigquery", "postgres", "duckdb", "s3", "gs"]} graphlib-backport = {version = "*", python = "<3.9"} [tool.poetry.group.dev.dependencies] diff --git a/sources/rest_api/requirements.txt b/sources/rest_api/requirements.txt index acb037540..68076b836 100644 --- a/sources/rest_api/requirements.txt +++ b/sources/rest_api/requirements.txt @@ -1 +1 @@ -dlt>=0.4.4 \ No newline at end of file +dlt>=0.4.7a0 \ No newline at end of file From d2786435901ada476471b85a1cba44b1434d18f1 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Tue, 12 Mar 2024 23:51:25 +0300 Subject: [PATCH 098/121] Update lock file --- poetry.lock | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/poetry.lock b/poetry.lock index 655eda87b..3ef04b597 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1010,13 +1010,13 @@ files = [ [[package]] name = "dlt" -version = "0.4.6" +version = "0.4.7a0" description = "dlt is an open-source python-first scalable data loading library that does not require any backend to run." optional = false python-versions = ">=3.8.1,<3.13" files = [ - {file = "dlt-0.4.6-py3-none-any.whl", hash = "sha256:ab1f9f4cdb645316a9e66170e8d2dec0571426d781253456ff90d2238894adab"}, - {file = "dlt-0.4.6.tar.gz", hash = "sha256:320d4f34c304eb20f3b0eec2b7ee78415bb8605d540528131ccfa67fba5fb59a"}, + {file = "dlt-0.4.7a0-py3-none-any.whl", hash = "sha256:e5a485b8314e87dbba846ec998b664602874e4910c7e32a575144c2b81fb6eb0"}, + {file = "dlt-0.4.7a0.tar.gz", hash = "sha256:a75fb6dcb2be680d1650a658a6ee27d0e94294b1f015bfa9c6afd2a739730be1"}, ] [package.dependencies] @@ -6287,4 +6287,4 @@ cffi = ["cffi (>=1.11)"] [metadata] lock-version = "2.0" python-versions = ">=3.8.1,<3.13" -content-hash = "158dc2a7e97153ed2ea8e5fd0238ce1f7229ec0936abfa146327aa84d6e542c0" +content-hash = "e6dd7d9fd5b2e8495d2c59303d968a7861700aa32e7d1928db72a62a512aa3ba" From 3141ecc408471154a859b5b59eb1fb2d9b518973 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 13 Mar 2024 00:01:49 +0300 Subject: [PATCH 099/121] Remove commented code --- sources/rest_api/__init__.py | 3 --- 1 file changed, 3 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 331eea4f5..f76f5375c 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -157,9 +157,6 @@ def rest_api_source( }, }) """ - # import pdb - - # pdb.set_trace() decorated = dlt.source( rest_api_resources, name, From 94352ed19866e216e10d077d6269b38b6bf2014f Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 13 Mar 2024 18:15:57 +0300 Subject: [PATCH 100/121] Refactor configuration setup into a dedicated module --- sources/rest_api/__init__.py | 202 +---------------------- sources/rest_api/config_setup.py | 212 +++++++++++++++++++++++++ tests/rest_api/test_rest_api_source.py | 3 +- 3 files changed, 222 insertions(+), 195 deletions(-) create mode 100644 sources/rest_api/config_setup.py diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index f76f5375c..f6e0dac99 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -1,6 +1,5 @@ """Generic API Source""" -import copy from typing import ( Type, Any, @@ -8,7 +7,6 @@ Tuple, List, Optional, - Union, Generator, Callable, cast, @@ -21,109 +19,27 @@ from dlt.extract.source import DltResource, DltSource from dlt.common import logger, jsonpath from dlt.common.schema.schema import Schema -from dlt.common.utils import update_dict_nested -from dlt.common.typing import TSecretStrValue from dlt.common.schema.typing import TSchemaContract from dlt.common.configuration.specs import BaseConfiguration -from .auth import BearerTokenAuth, AuthConfigBase from .client import RESTClient from .detector import single_entity_path -from .paginators import ( - BasePaginator, - HeaderLinkPaginator, - JSONResponsePaginator, - SinglePagePaginator, -) +from .paginators import BasePaginator from .typing import ( - AuthConfig, ClientConfig, - IncrementalArgs, - IncrementalConfig, - PaginatorType, - ResolveConfig, ResolvedParam, Endpoint, EndpointResource, - DefaultEndpointResource, RESTAPIConfig, HTTPMethodBasic, ) - - -PAGINATOR_MAP: Dict[str, Type[BasePaginator]] = { - "json_links": JSONResponsePaginator, - "header_links": HeaderLinkPaginator, - "auto": None, - "single_page": SinglePagePaginator, -} - - -def get_paginator_class(paginator_type: str) -> Type[BasePaginator]: - try: - return PAGINATOR_MAP[paginator_type] - except KeyError: - available_options = ", ".join(PAGINATOR_MAP.keys()) - raise ValueError( - f"Invalid paginator: {paginator_type}. " - f"Available options: {available_options}" - ) - - -def create_paginator(paginator_config: PaginatorType) -> Optional[BasePaginator]: - if isinstance(paginator_config, BasePaginator): - return paginator_config - - if isinstance(paginator_config, str): - paginator_class = get_paginator_class(paginator_config) - return paginator_class() - - if isinstance(paginator_config, dict): - paginator_type = paginator_config.pop("type", "auto") - paginator_class = get_paginator_class(paginator_type) - return paginator_class(**paginator_config) - - return None - - -def create_auth( - auth_config: Optional[Union[AuthConfig, AuthConfigBase]], -) -> Optional[AuthConfigBase]: - if isinstance(auth_config, AuthConfigBase): - return auth_config - return ( - BearerTokenAuth(cast(TSecretStrValue, auth_config.get("token"))) - if auth_config - else None - ) - - -def setup_incremental_object( - request_params: Dict[str, Any], - incremental_config: Optional[IncrementalConfig] = None, -) -> Tuple[Optional[Incremental[Any]], Optional[str]]: - for key, value in request_params.items(): - if isinstance(value, dlt.sources.incremental): - return value, key - if isinstance(value, dict): - param_type = value.pop("type") - if param_type == "incremental": - return ( - dlt.sources.incremental(**value), - key, - ) - if incremental_config: - param = incremental_config.pop("param") - return ( - dlt.sources.incremental(**cast(IncrementalArgs, incremental_config)), - param, - ) - - return None, None - - -def make_parent_key_name(resource_name: str, field_name: str) -> str: - return f"_{resource_name}_{field_name}" +from .config_setup import ( + create_auth, + create_paginator, + build_resource_dependency_graph, + make_parent_key_name, + setup_incremental_object, +) def rest_api_source( @@ -398,108 +314,6 @@ def paginate_dependent_resource( return resources -def build_resource_dependency_graph( - resource_defaults: DefaultEndpointResource, - resource_list: List[Union[str, EndpointResource]], -) -> Tuple[Any, Dict[str, EndpointResource], Dict[str, Optional[ResolvedParam]]]: - dependency_graph = graphlib.TopologicalSorter() - endpoint_resource_map: Dict[str, EndpointResource] = {} - resolved_param_map: Dict[str, ResolvedParam] = {} - - for resource_kwargs in resource_list: - endpoint_resource = make_endpoint_resource(resource_kwargs, resource_defaults) - - resource_name = endpoint_resource["name"] - - if not isinstance(resource_name, str): - raise ValueError( - f"Resource name must be a string, got {type(resource_name)}" - ) - - if resource_name in endpoint_resource_map: - raise ValueError(f"Resource {resource_name} has already been defined") - - resolved_params = find_resolved_params( - cast(Endpoint, endpoint_resource["endpoint"]) - ) - - if len(resolved_params) > 1: - raise ValueError( - f"Multiple resolved params for resource {resource_name}: {resolved_params}" - ) - - predecessors = set(x.resolve_config.resource_name for x in resolved_params) - - dependency_graph.add(resource_name, *predecessors) - - endpoint_resource_map[resource_name] = endpoint_resource - resolved_param_map[resource_name] = ( - resolved_params[0] if resolved_params else None - ) - - return dependency_graph, endpoint_resource_map, resolved_param_map - - -def make_endpoint_resource( - resource: Union[str, EndpointResource], default_config: EndpointResource -) -> EndpointResource: - """ - Creates an EndpointResource object based on the provided resource - definition and merges it with the default configuration. - - This function supports defining a resource in multiple formats: - - As a string: The string is interpreted as both the resource name - and its endpoint path. - - As a dictionary: The dictionary must include `name` and `endpoint` - keys. The `endpoint` can be a string representing the path, - or a dictionary for more complex configurations. If the `endpoint` - is missing the `path` key, the resource name is used as the `path`. - """ - if isinstance(resource, str): - resource = {"name": resource, "endpoint": {"path": resource}} - return update_dict_nested(copy.deepcopy(default_config), resource) # type: ignore[type-var] - - if "endpoint" in resource and isinstance(resource["endpoint"], str): - resource["endpoint"] = {"path": resource["endpoint"]} - - if "name" not in resource: - raise ValueError("Resource must have a name") - - if "path" not in resource["endpoint"]: - resource["endpoint"]["path"] = resource["name"] # type: ignore - - return update_dict_nested(copy.deepcopy(default_config), resource) # type: ignore[type-var] - - -def make_resolved_param( - key: str, value: Union[ResolveConfig, Dict[str, Any]] -) -> Optional[ResolvedParam]: - if isinstance(value, ResolveConfig): - return ResolvedParam(key, value) - if isinstance(value, dict) and value.get("type") == "resolve": - return ResolvedParam( - key, - ResolveConfig(resource_name=value["resource"], field_path=value["field"]), - ) - return None - - -def find_resolved_params(endpoint_config: Endpoint) -> List[ResolvedParam]: - """ - Find all resolved params in the endpoint configuration and return - a list of ResolvedParam objects. - - Resolved params are either of type ResolveConfig or are dictionaries - with a key "type" set to "resolve". - """ - return [ - make_resolved_param(key, value) - for key, value in endpoint_config.get("params", {}).items() - if isinstance(value, ResolveConfig) - or (isinstance(value, dict) and value.get("type") == "resolve") - ] - - def check_connection( source: DltSource, *resource_names: str, diff --git a/sources/rest_api/config_setup.py b/sources/rest_api/config_setup.py new file mode 100644 index 000000000..5f7fe2ae8 --- /dev/null +++ b/sources/rest_api/config_setup.py @@ -0,0 +1,212 @@ +import copy +from typing import ( + Type, + Any, + Dict, + Tuple, + List, + Optional, + Union, + cast, +) +import graphlib # type: ignore[import,unused-ignore] + +import dlt +from dlt.extract.incremental import Incremental +from dlt.common.utils import update_dict_nested +from dlt.common.typing import TSecretStrValue + +from .auth import BearerTokenAuth, AuthConfigBase +from .paginators import ( + BasePaginator, + HeaderLinkPaginator, + JSONResponsePaginator, + SinglePagePaginator, +) +from .typing import ( + AuthConfig, + IncrementalArgs, + IncrementalConfig, + PaginatorType, + ResolveConfig, + ResolvedParam, + Endpoint, + EndpointResource, + DefaultEndpointResource, +) + +PAGINATOR_MAP: Dict[str, Type[BasePaginator]] = { + "json_links": JSONResponsePaginator, + "header_links": HeaderLinkPaginator, + "auto": None, + "single_page": SinglePagePaginator, +} + + +def get_paginator_class(paginator_type: str) -> Type[BasePaginator]: + try: + return PAGINATOR_MAP[paginator_type] + except KeyError: + available_options = ", ".join(PAGINATOR_MAP.keys()) + raise ValueError( + f"Invalid paginator: {paginator_type}. " + f"Available options: {available_options}" + ) + + +def create_paginator(paginator_config: PaginatorType) -> Optional[BasePaginator]: + if isinstance(paginator_config, BasePaginator): + return paginator_config + + if isinstance(paginator_config, str): + paginator_class = get_paginator_class(paginator_config) + return paginator_class() + + if isinstance(paginator_config, dict): + paginator_type = paginator_config.pop("type", "auto") + paginator_class = get_paginator_class(paginator_type) + return paginator_class(**paginator_config) + + return None + + +def create_auth( + auth_config: Optional[Union[AuthConfig, AuthConfigBase]], +) -> Optional[AuthConfigBase]: + if isinstance(auth_config, AuthConfigBase): + return auth_config + return ( + BearerTokenAuth(cast(TSecretStrValue, auth_config.get("token"))) + if auth_config + else None + ) + + +def setup_incremental_object( + request_params: Dict[str, Any], + incremental_config: Optional[IncrementalConfig] = None, +) -> Tuple[Optional[Incremental[Any]], Optional[str]]: + for key, value in request_params.items(): + if isinstance(value, dlt.sources.incremental): + return value, key + if isinstance(value, dict): + param_type = value.pop("type") + if param_type == "incremental": + return ( + dlt.sources.incremental(**value), + key, + ) + if incremental_config: + param = incremental_config.pop("param") + return ( + dlt.sources.incremental(**cast(IncrementalArgs, incremental_config)), + param, + ) + + return None, None + + +def make_parent_key_name(resource_name: str, field_name: str) -> str: + return f"_{resource_name}_{field_name}" + + +def build_resource_dependency_graph( + resource_defaults: DefaultEndpointResource, + resource_list: List[Union[str, EndpointResource]], +) -> Tuple[Any, Dict[str, EndpointResource], Dict[str, Optional[ResolvedParam]]]: + dependency_graph = graphlib.TopologicalSorter() + endpoint_resource_map: Dict[str, EndpointResource] = {} + resolved_param_map: Dict[str, ResolvedParam] = {} + + for resource_kwargs in resource_list: + endpoint_resource = make_endpoint_resource(resource_kwargs, resource_defaults) + + resource_name = endpoint_resource["name"] + + if not isinstance(resource_name, str): + raise ValueError( + f"Resource name must be a string, got {type(resource_name)}" + ) + + if resource_name in endpoint_resource_map: + raise ValueError(f"Resource {resource_name} has already been defined") + + resolved_params = find_resolved_params( + cast(Endpoint, endpoint_resource["endpoint"]) + ) + + if len(resolved_params) > 1: + raise ValueError( + f"Multiple resolved params for resource {resource_name}: {resolved_params}" + ) + + predecessors = set(x.resolve_config.resource_name for x in resolved_params) + + dependency_graph.add(resource_name, *predecessors) + + endpoint_resource_map[resource_name] = endpoint_resource + resolved_param_map[resource_name] = ( + resolved_params[0] if resolved_params else None + ) + + return dependency_graph, endpoint_resource_map, resolved_param_map + + +def make_endpoint_resource( + resource: Union[str, EndpointResource], default_config: EndpointResource +) -> EndpointResource: + """ + Creates an EndpointResource object based on the provided resource + definition and merges it with the default configuration. + + This function supports defining a resource in multiple formats: + - As a string: The string is interpreted as both the resource name + and its endpoint path. + - As a dictionary: The dictionary must include `name` and `endpoint` + keys. The `endpoint` can be a string representing the path, + or a dictionary for more complex configurations. If the `endpoint` + is missing the `path` key, the resource name is used as the `path`. + """ + if isinstance(resource, str): + resource = {"name": resource, "endpoint": {"path": resource}} + return update_dict_nested(copy.deepcopy(default_config), resource) # type: ignore[type-var] + + if "endpoint" in resource and isinstance(resource["endpoint"], str): + resource["endpoint"] = {"path": resource["endpoint"]} + + if "name" not in resource: + raise ValueError("Resource must have a name") + + if "path" not in resource["endpoint"]: + resource["endpoint"]["path"] = resource["name"] # type: ignore + + return update_dict_nested(copy.deepcopy(default_config), resource) # type: ignore[type-var] + + +def make_resolved_param( + key: str, value: Union[ResolveConfig, Dict[str, Any]] +) -> Optional[ResolvedParam]: + if isinstance(value, ResolveConfig): + return ResolvedParam(key, value) + if isinstance(value, dict) and value.get("type") == "resolve": + return ResolvedParam( + key, + ResolveConfig(resource_name=value["resource"], field_path=value["field"]), + ) + return None + + +def find_resolved_params(endpoint_config: Endpoint) -> List[ResolvedParam]: + """ + Find all resolved params in the endpoint configuration and return + a list of ResolvedParam objects. + + Resolved params are either of type ResolveConfig or are dictionaries + with a key "type" set to "resolve". + """ + return [ + make_resolved_param(key, value) + for key, value in endpoint_config.get("params", {}).items() + if isinstance(value, ResolveConfig) + or (isinstance(value, dict) and value.get("type") == "resolve") + ] diff --git a/tests/rest_api/test_rest_api_source.py b/tests/rest_api/test_rest_api_source.py index f5d62e90b..ec6bfac18 100644 --- a/tests/rest_api/test_rest_api_source.py +++ b/tests/rest_api/test_rest_api_source.py @@ -1,7 +1,8 @@ import dlt import pytest -from sources.rest_api import SinglePagePaginator, rest_api_source +from sources.rest_api import rest_api_source +from sources.rest_api.paginators import SinglePagePaginator from tests.utils import ALL_DESTINATIONS, assert_load_info, load_table_counts From 70496eca4d9c23c40c6b93ccd0324eba510ecfc0 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 13 Mar 2024 20:53:40 +0300 Subject: [PATCH 101/121] Move response hooks setup and handling out of RESTClient --- sources/rest_api/__init__.py | 15 ++++---- sources/rest_api/client.py | 55 --------------------------- sources/rest_api/config_setup.py | 65 ++++++++++++++++++++++++++++++++ tests/rest_api/test_client.py | 20 ++++++---- 4 files changed, 86 insertions(+), 69 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index f6e0dac99..3c12cec02 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -39,6 +39,7 @@ build_resource_dependency_graph, make_parent_key_name, setup_incremental_object, + create_response_hooks, ) @@ -207,7 +208,7 @@ def create_resources( request_params, endpoint_resource.get("incremental") ) - response_actions = endpoint_config.get("response_actions") + hooks = create_response_hooks(endpoint_config.get("response_actions")) # try to guess if list of entities or just single entity is returned if single_entity_path(endpoint_config["path"]): @@ -223,7 +224,7 @@ def paginate_resource( params: Dict[str, Any], paginator: Optional[BasePaginator], data_selector: Optional[jsonpath.TJsonPath], - response_actions: Optional[List[Dict[str, Any]]], + hooks: Optional[Dict[str, Any]], incremental_object: Optional[Incremental[Any]] = incremental_object, incremental_param: str = incremental_param, ) -> Generator[Any, None, None]: @@ -236,7 +237,7 @@ def paginate_resource( params=params, paginator=paginator, data_selector=data_selector, - response_actions=response_actions, + hooks=hooks, ) resources[resource_name] = dlt.resource( # type: ignore[call-overload] @@ -248,7 +249,7 @@ def paginate_resource( params=request_params, paginator=paginator, data_selector=endpoint_config.get("data_selector") or data_selector, - response_actions=response_actions, + hooks=hooks, ) else: @@ -263,7 +264,7 @@ def paginate_dependent_resource( params: Dict[str, Any], paginator: Optional[BasePaginator], data_selector: Optional[jsonpath.TJsonPath], - response_actions: Optional[List[Dict[str, Any]]], + hooks: Optional[Dict[str, Any]], resolved_param: ResolvedParam = resolved_param, include_from_parent: List[str] = include_from_parent, ) -> Generator[Any, None, None]: @@ -291,7 +292,7 @@ def paginate_dependent_resource( params=params, paginator=paginator, data_selector=data_selector, - response_actions=response_actions, + hooks=hooks, ): if parent_record: for child_record in child_page: @@ -308,7 +309,7 @@ def paginate_dependent_resource( params=request_params, paginator=paginator, data_selector=endpoint_config.get("data_selector") or data_selector, - response_actions=response_actions, + hooks=hooks, ) return resources diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index f53837ead..bc84821ae 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -197,10 +197,6 @@ def paginate( data_selector = data_selector or self.data_selector hooks = hooks or {} - if response_actions: - hook = self._create_response_actions_hook(response_actions) - hooks.setdefault("response", []).append(hook) - request = self._create_request( path=path, method=method, params=params, json=json, auth=auth, hooks=hooks ) @@ -257,54 +253,3 @@ def detect_paginator(self, response: Response) -> BasePaginator: ) logger.info(f"Detected paginator: {paginator.__class__.__name__}") return paginator - - def _create_response_actions_hook( - self, response_actions: List[Dict[str, Any]] - ) -> Callable[[Response, Any, Any], None]: - def response_actions_hook( - response: Response, *args: Any, **kwargs: Any - ) -> None: - action_type = self._handle_response_actions(response, response_actions) - if action_type == "ignore": - logger.info( - f"Ignoring response with code {response.status_code} " - f"and content '{response.json()}'." - ) - raise IgnoreResponseException - - return response_actions_hook - - def _handle_response_actions( - self, response: Response, actions: List[Dict[str, Any]] - ) -> Optional[str]: - """Handle response actions based on the response and the provided actions. - - Example: - response_actions = [ - {"status_code": 404, "action": "ignore"}, - {"content": "Not found", "action": "ignore"}, - {"status_code": 429, "action": "retry"}, - {"status_code": 200, "content": "some text", "action": "retry"}, - ] - action_type = client.handle_response_actions(response, response_actions) - """ - content = response.text - - for action in actions: - status_code = action.get("status_code") - content_substr: str = action.get("content") - action_type: str = action.get("action") - - if status_code is not None and content_substr is not None: - if response.status_code == status_code and content_substr in content: - return action_type - - elif status_code is not None: - if response.status_code == status_code: - return action_type - - elif content_substr is not None: - if content_substr in content: - return action_type - - return None diff --git a/sources/rest_api/config_setup.py b/sources/rest_api/config_setup.py index 5f7fe2ae8..b745def67 100644 --- a/sources/rest_api/config_setup.py +++ b/sources/rest_api/config_setup.py @@ -7,14 +7,17 @@ List, Optional, Union, + Callable, cast, ) import graphlib # type: ignore[import,unused-ignore] import dlt from dlt.extract.incremental import Incremental +from dlt.common import logger from dlt.common.utils import update_dict_nested from dlt.common.typing import TSecretStrValue +from dlt.sources.helpers.requests import Response from .auth import BearerTokenAuth, AuthConfigBase from .paginators import ( @@ -30,10 +33,13 @@ PaginatorType, ResolveConfig, ResolvedParam, + ResponseAction, Endpoint, EndpointResource, DefaultEndpointResource, ) +from .exceptions import IgnoreResponseException + PAGINATOR_MAP: Dict[str, Type[BasePaginator]] = { "json_links": JSONResponsePaginator, @@ -210,3 +216,62 @@ def find_resolved_params(endpoint_config: Endpoint) -> List[ResolvedParam]: if isinstance(value, ResolveConfig) or (isinstance(value, dict) and value.get("type") == "resolve") ] + + +def _handle_response_actions( + response: Response, actions: List[ResponseAction] +) -> Optional[str]: + """Handle response actions based on the response and the provided actions. + + Example: + response_actions = [ + {"status_code": 404, "action": "ignore"}, + {"content": "Not found", "action": "ignore"}, + {"status_code": 429, "action": "retry"}, + {"status_code": 200, "content": "some text", "action": "retry"}, + ] + action_type = client.handle_response_actions(response, response_actions) + """ + content = response.text + + for action in actions: + status_code = action.get("status_code") + content_substr: str = action.get("content") + action_type: str = action.get("action") + + if status_code is not None and content_substr is not None: + if response.status_code == status_code and content_substr in content: + return action_type + + elif status_code is not None: + if response.status_code == status_code: + return action_type + + elif content_substr is not None: + if content_substr in content: + return action_type + + return None + + +def _create_response_actions_hook( + response_actions: List[ResponseAction], +) -> Callable[[Response, Any, Any], None]: + def response_actions_hook(response: Response, *args: Any, **kwargs: Any) -> None: + action_type = _handle_response_actions(response, response_actions) + if action_type == "ignore": + logger.info( + f"Ignoring response with code {response.status_code} " + f"and content '{response.json()}'." + ) + raise IgnoreResponseException + + return response_actions_hook + + +def create_response_hooks( + response_actions: Optional[List[ResponseAction]], +) -> Optional[Dict[str, Any]]: + if response_actions: + return {"response": [_create_response_actions_hook(response_actions)]} + return None diff --git a/tests/rest_api/test_client.py b/tests/rest_api/test_client.py index d9860ec7a..c1e6267b5 100644 --- a/tests/rest_api/test_client.py +++ b/tests/rest_api/test_client.py @@ -1,5 +1,6 @@ import os import pytest +from typing import Any from dlt.sources.helpers.requests import Response, Request from sources.rest_api.client import RESTClient @@ -11,6 +12,7 @@ HttpBasicAuth, OAuthJWTAuth, ) +from sources.rest_api.exceptions import IgnoreResponseException def load_private_key(name="private_key.pem"): @@ -74,13 +76,19 @@ def test_default_paginator(self, rest_client: RESTClient): self._assert_pagination(pages) - def test_paginate_with_response_actions(self, rest_client: RESTClient): + def test_paginate_with_hooks(self, rest_client: RESTClient): + def response_hook(response: Response, *args: Any, **kwargs: Any) -> None: + if response.status_code == 404: + raise IgnoreResponseException + + hooks = { + "response": response_hook, + } + pages_iter = rest_client.paginate( "/posts", paginator=JSONResponsePaginator(next_key="next_page"), - response_actions=[ - {"status_code": 404, "action": "ignore"}, - ], + hooks=hooks, ) pages = list(pages_iter) @@ -90,9 +98,7 @@ def test_paginate_with_response_actions(self, rest_client: RESTClient): pages_iter = rest_client.paginate( "/posts/1/some_details_404", paginator=JSONResponsePaginator(), - response_actions=[ - {"status_code": 404, "action": "ignore"}, - ], + hooks=hooks, ) pages = list(pages_iter) From 2e3d50a98108bfafbda9b017a245f4586be3f3c2 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 13 Mar 2024 22:37:05 +0300 Subject: [PATCH 102/121] Remove unused imports --- sources/rest_api/client.py | 1 - sources/rest_api/utils.py | 2 +- 2 files changed, 1 insertion(+), 2 deletions(-) diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index bc84821ae..357bc81f2 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -6,7 +6,6 @@ Any, TypeVar, Iterable, - Callable, cast, ) import copy diff --git a/sources/rest_api/utils.py b/sources/rest_api/utils.py index 61640ba31..fde0a3263 100644 --- a/sources/rest_api/utils.py +++ b/sources/rest_api/utils.py @@ -1,6 +1,6 @@ from functools import reduce from operator import getitem -from typing import Any, Dict, Mapping, Sequence, Union +from typing import Any, Sequence, Union def join_url(base_url: str, path: str) -> str: From b6d3794eb2fcf911984df9f86eda547eb0d0efa6 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Thu, 14 Mar 2024 13:18:40 +0300 Subject: [PATCH 103/121] Fix hooks typing --- sources/rest_api/client.py | 14 ++++++++------ 1 file changed, 8 insertions(+), 6 deletions(-) diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index 357bc81f2..3bd9d415a 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -6,6 +6,8 @@ Any, TypeVar, Iterable, + Union, + Callable, cast, ) import copy @@ -28,6 +30,9 @@ _T = TypeVar("_T") +HookFunction = Callable[[Response, Any, Any], None] +HookEvent = Union[HookFunction, List[HookFunction]] +Hooks = Dict[str, HookEvent] class PageData(List[_T]): @@ -107,7 +112,7 @@ def _create_request( params: Dict[str, Any], json: Optional[Dict[str, Any]] = None, auth: Optional[AuthConfigBase] = None, - hooks: Optional[Dict[str, Any]] = None, + hooks: Optional[Hooks] = None, ) -> Request: parsed_url = urlparse(path) if parsed_url.scheme in ("http", "https"): @@ -164,8 +169,7 @@ def paginate( auth: Optional[AuthConfigBase] = None, paginator: Optional[BasePaginator] = None, data_selector: Optional[jsonpath.TJsonPath] = None, - response_actions: Optional[List[Dict[str, Any]]] = None, - hooks: Optional[Dict[str, Any]] = None, + hooks: Optional[Hooks] = None, ) -> Iterator[PageData[Any]]: """Iterates over paginated API responses, yielding pages of data. @@ -179,9 +183,7 @@ def paginate( pagination logic. data_selector (Optional[jsonpath.TJsonPath]): JSONPath selector for extracting data from the response. - response_actions (Optional[List[Dict[str, Any]]]): Actions to take based on - response content or status codes. - hooks (Optional[Dict[str, Any]]): Hooks to modify request/response objects. + hooks (Optional[Hooks]): Hooks to modify request/response objects. Yields: PageData[Any]: A page of data from the paginated API response, along with request and response context. From 3b7a0b611acf87c62efa92e6587a0a31e9d70360 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 20 Mar 2024 12:36:21 +0300 Subject: [PATCH 104/121] Rename args of the OffsetPaginator --- sources/rest_api/paginators.py | 14 +++++++------- tests/rest_api/test_paginators.py | 2 +- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/sources/rest_api/paginators.py b/sources/rest_api/paginators.py index 1c307290d..9181cf872 100644 --- a/sources/rest_api/paginators.py +++ b/sources/rest_api/paginators.py @@ -65,15 +65,15 @@ class OffsetPaginator(BasePaginator): def __init__( self, - initial_offset: int, initial_limit: int, - offset_key: str = "offset", - limit_key: str = "limit", + initial_offset: int = 0, + offset_param: str = "offset", + limit_param: str = "limit", total_key: str = "total", ) -> None: super().__init__() - self.offset_key = offset_key - self.limit_key = limit_key + self.offset_param = offset_param + self.limit_param = limit_param self._total_accessor = create_nested_accessor(total_key) self.offset = initial_offset @@ -96,8 +96,8 @@ def update_request(self, request: Request) -> None: if request.params is None: request.params = {} - request.params[self.offset_key] = self.offset - request.params[self.limit_key] = self.limit + request.params[self.offset_param] = self.offset + request.params[self.limit_param] = self.limit class BaseNextUrlPaginator(BasePaginator): diff --git a/tests/rest_api/test_paginators.py b/tests/rest_api/test_paginators.py index e6278025c..ee703bf8e 100644 --- a/tests/rest_api/test_paginators.py +++ b/tests/rest_api/test_paginators.py @@ -65,7 +65,7 @@ def test_update_state_with_next(self): class TestOffsetPaginator: def test_update_state(self): - paginator = OffsetPaginator(0, 10) + paginator = OffsetPaginator(initial_offset=0, initial_limit=10) response = Mock(Response, json=lambda: {"total": 20}) paginator.update_state(response) assert paginator.offset == 10 From b971f9b085b8bd8d3e78021ea3ea0680010d71ea Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 20 Mar 2024 13:54:29 +0300 Subject: [PATCH 105/121] Create a RESTClient per resource --- sources/rest_api/__init__.py | 17 ++++++++++------- 1 file changed, 10 insertions(+), 7 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 3c12cec02..036e2a82e 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -146,11 +146,6 @@ def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: validate_dict(RESTAPIConfig, config, path=".") client_config = config["client"] - client = RESTClient( - base_url=client_config["base_url"], - auth=create_auth(client_config.get("auth")), - paginator=create_paginator(client_config.get("paginator")), - ) resource_defaults = config.get("resource_defaults", {}) @@ -169,7 +164,7 @@ def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: ) resources = create_resources( - client, + client_config, dependency_graph, endpoint_resource_map, resolved_param_map, @@ -179,7 +174,7 @@ def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: def create_resources( - client: RESTClient, + client_config: ClientConfig, dependency_graph: graphlib.TopologicalSorter, endpoint_resource_map: Dict[str, EndpointResource], resolved_param_map: Dict[str, Optional[ResolvedParam]], @@ -208,6 +203,12 @@ def create_resources( request_params, endpoint_resource.get("incremental") ) + client = RESTClient( + base_url=client_config["base_url"], + auth=create_auth(client_config.get("auth")), + paginator=create_paginator(client_config.get("paginator")), + ) + hooks = create_response_hooks(endpoint_config.get("response_actions")) # try to guess if list of entities or just single entity is returned @@ -225,6 +226,7 @@ def paginate_resource( paginator: Optional[BasePaginator], data_selector: Optional[jsonpath.TJsonPath], hooks: Optional[Dict[str, Any]], + client: RESTClient = client, incremental_object: Optional[Incremental[Any]] = incremental_object, incremental_param: str = incremental_param, ) -> Generator[Any, None, None]: @@ -265,6 +267,7 @@ def paginate_dependent_resource( paginator: Optional[BasePaginator], data_selector: Optional[jsonpath.TJsonPath], hooks: Optional[Dict[str, Any]], + client: RESTClient = client, resolved_param: ResolvedParam = resolved_param, include_from_parent: List[str] = include_from_parent, ) -> Generator[Any, None, None]: From ebff65c9a72e42aa1b92b028df7f896fde4a2c59 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 20 Mar 2024 15:59:43 +0300 Subject: [PATCH 106/121] Handle both error statuses and response actions --- sources/rest_api/client.py | 15 +++++++++- sources/rest_api/config_setup.py | 30 ++++++++++++------- tests/rest_api/conftest.py | 8 +++++ .../rest_api/test_rest_api_source_offline.py | 23 ++++++++++++++ 4 files changed, 64 insertions(+), 12 deletions(-) diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index 3bd9d415a..5122b8f34 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -183,21 +183,34 @@ def paginate( pagination logic. data_selector (Optional[jsonpath.TJsonPath]): JSONPath selector for extracting data from the response. - hooks (Optional[Hooks]): Hooks to modify request/response objects. + hooks (Optional[Hooks]): Hooks to modify request/response objects. Note that + when hooks are not provided, the default behavior is to raise an exception + on error status codes. Yields: PageData[Any]: A page of data from the paginated API response, along with request and response context. + Raises: + HTTPError: If the response status code is not a success code. This is raised + by default when hooks are not provided. + Example: >>> client = RESTClient(base_url="https://api.example.com") >>> for page in client.paginate("/search", method="post", json={"query": "foo"}): >>> print(page) """ + paginator = paginator if paginator else copy.deepcopy(self.paginator) auth = auth or self.auth data_selector = data_selector or self.data_selector hooks = hooks or {} + def raise_for_status(response: Response, *args: Any, **kwargs: Any) -> None: + response.raise_for_status() + + if "response" not in hooks: + hooks["response"] = [raise_for_status] + request = self._create_request( path=path, method=method, params=params, json=json, auth=auth, hooks=hooks ) diff --git a/sources/rest_api/config_setup.py b/sources/rest_api/config_setup.py index b745def67..a6a28e825 100644 --- a/sources/rest_api/config_setup.py +++ b/sources/rest_api/config_setup.py @@ -221,17 +221,7 @@ def find_resolved_params(endpoint_config: Endpoint) -> List[ResolvedParam]: def _handle_response_actions( response: Response, actions: List[ResponseAction] ) -> Optional[str]: - """Handle response actions based on the response and the provided actions. - - Example: - response_actions = [ - {"status_code": 404, "action": "ignore"}, - {"content": "Not found", "action": "ignore"}, - {"status_code": 429, "action": "retry"}, - {"status_code": 200, "content": "some text", "action": "retry"}, - ] - action_type = client.handle_response_actions(response, response_actions) - """ + """Handle response actions based on the response and the provided actions.""" content = response.text for action in actions: @@ -266,12 +256,30 @@ def response_actions_hook(response: Response, *args: Any, **kwargs: Any) -> None ) raise IgnoreResponseException + # If no action has been taken and the status code indicates an error, + # raise an HTTP error based on the response status + if not action_type and response.status_code >= 400: + response.raise_for_status() + return response_actions_hook def create_response_hooks( response_actions: Optional[List[ResponseAction]], ) -> Optional[Dict[str, Any]]: + """Create response hooks based on the provided response actions. Note + that if the error status code is not handled by the response actions, + the default behavior is to raise an HTTP error. + + Example: + response_actions = [ + {"status_code": 404, "action": "ignore"}, + {"content": "Not found", "action": "ignore"}, + {"status_code": 429, "action": "retry"}, + {"status_code": 200, "content": "some text", "action": "retry"}, + ] + hooks = create_response_hooks(response_actions) + """ if response_actions: return {"response": [_create_response_actions_hook(response_actions)]} return None diff --git a/tests/rest_api/conftest.py b/tests/rest_api/conftest.py index 840debed3..d783cd10e 100644 --- a/tests/rest_api/conftest.py +++ b/tests/rest_api/conftest.py @@ -151,6 +151,14 @@ def protected_bearer_token(request, context): context.status_code = 401 return json.dumps({"error": "Unauthorized"}) + @router.get("/protected/posts/bearer-token-plain-text-error") + def protected_bearer_token_plain_text_erorr(request, context): + auth = request.headers.get("Authorization") + if auth == "Bearer test-token": + return paginate_response(request, generate_posts()) + context.status_code = 401 + return "Unauthorized" + @router.get("/protected/posts/api-key") def protected_api_key(request, context): api_key = request.headers.get("x-api-key") diff --git a/tests/rest_api/test_rest_api_source_offline.py b/tests/rest_api/test_rest_api_source_offline.py index 018560579..d836f3685 100644 --- a/tests/rest_api/test_rest_api_source_offline.py +++ b/tests/rest_api/test_rest_api_source_offline.py @@ -1,6 +1,7 @@ import pytest import dlt +from dlt.pipeline.exceptions import PipelineStepFailed from tests.utils import assert_load_info, load_table_counts, assert_query_data from sources.rest_api import rest_api_source @@ -133,6 +134,28 @@ def test_ignoring_endpoint_returning_404(mock_api_server): ] +def test_unauthorized_access_to_protected_endpoint(mock_api_server): + pipeline = dlt.pipeline( + pipeline_name="rest_api_mock", + destination="duckdb", + dataset_name="rest_api_mock", + full_refresh=True, + ) + + mock_source = rest_api_source( + { + "client": {"base_url": "https://api.example.com"}, + "resources": [ + "/protected/posts/bearer-token-plain-text-error", + ], + } + ) + + # TODO: Check if it's specically a 401 error + with pytest.raises(PipelineStepFailed): + pipeline.run(mock_source) + + def test_posts_under_results_key(mock_api_server): mock_source = rest_api_source( { From 4fb4ce1208cadc6d0e7b5d176ec30c21e89f28fe Mon Sep 17 00:00:00 2001 From: mucio Date: Thu, 21 Mar 2024 19:14:56 +0100 Subject: [PATCH 107/121] Initial version of the README.md (#389) --- sources/rest_api/README.md | 227 +++++++++++++++++++++++++++++++++++++ 1 file changed, 227 insertions(+) create mode 100644 sources/rest_api/README.md diff --git a/sources/rest_api/README.md b/sources/rest_api/README.md new file mode 100644 index 000000000..67432f16b --- /dev/null +++ b/sources/rest_api/README.md @@ -0,0 +1,227 @@ +# REST API Generic Source +A declarative way to define dlt sources for REST APIs. + + +## What is this? +> Happy APIs are all alike +> +> \- E. T. Lev Tolstoy, Senior Data Engineer + +This is a generic source which you can use to create a dlt source from a REST API using a declarative configuration. The majority of the REST APIs behave in a similar way, this dlt source attempts to provide a declarative way to define a dlt source for those APIs. + + +## How to use it +Let's see how a source for the [Pokemon API](https://pokeapi.co/) would look like: + + +```python +pokemon_config = { + "client": { + "base_url": "https://pokeapi.co/api/v2/", + }, + "resources": [ + "berry", + "location", + { + "name": "pokemon_list", + "endpoint": "pokemon", + }, + { + "name": "pokemon", + "endpoint": { + "path": "pokemon/{name}", + "params": { + "name": { + "type": "resolve", + "resource": "pokemon_list", + "field": "name", + }, + }, + }, + }, + ], +} + +pokemon_source = rest_api_source(pokemon_config) +``` +Here a short summary: +- The `client` node contains the base URL of the endpoints that we want to collect. +- The `resources` which correspond to the API endpoints. + +We have a couple of simple resources (`berry` and `location`). For them, the API endpoint is also the name of the dlt resource, and the name of the destination table. They don't need additional configuration. + + +The next resource leverages some additional configuration. The endpoint `pokemon/` returns a list of pokemons, but it can be used also as `pokemon/{id or name}` to return a single pokemon. In this case we want the list, so we decided to rename the resource to `pokemon_list`, while the endpoint stays `pokemon/`. We do not specify the name of the destination table, so it will match the resource name. + +And now the `pokemon` one. This is actually a child endpoint of the `pokemon_list`: for each pokemon we want to get further details. So we need to make this resource a bit more smart, the endpoint `path` needs to be explicit, and we have to specify how the value of `name` will be resolved from another resource; this is actually telling the generic source that `pokemon` needs to be queried for each pokemon in `pokemon_list`. + +## Anatomy of the config object + +> **_TIP:_** Import `RESTAPIConfig` from the `rest_api` module to have convenient tips. + +The config object passed to the REST API Generic Source has three main elements: + +```python +my_config: RESTAPIConfig = { + "client": { + ... + }, + "resource_defaults": { + ... + }, + "resources": { + ... + , +} +``` + + + +`client` contains the configuration to connect to the APIs endpoints (e.g. base URL, authentication method, default behaviour for the paginator, and more). + +`resource_defaults` contains the default values to configure the dlt resources returned by this source. + +`resources` object contains the configuration for each resource. + +The configuration with smallers scope will overwrite the one with the wider one: + + Resource Configuration > Resource Defaults Configuration > Client Configuration + +## Reference + +### `client` + +#### `auth` [optional] +Use the auth property to pass a token or a `HTTPBasicAuth` object for more complex authentication methods. Here are some practical examples: + + +1. Simple token (read from the `.dlt/secrets.toml` file): +```python +my_api_config: RESTAPIConfig = { + "client": { + "base_url": "https://my_api.com/api/v1/", + "auth": { + "token": dlt.secrets["sources.my_api.access_token"], + }, + }, + ... +} +``` + +2. +```python +from requests.auth import HTTPBasicAuth + +basic_auth = HTTPBasicAuth(dlt.secrets["sources.my_api.api_key"], dlt.secrets["sources.my_api.api_secret"]) + +my_api_config: RESTAPIConfig = { + "client": { + "base_url": "https://my_api.com/api/v1/", + "auth": basic_auth, + }, + ... +} +``` + +#### `base_url` +The base URL that will be prepended to the endpoints specified in the `resources` objects. Example + +```python + "base_url": "https://my_api.com/api/v1/", +``` + +#### `paginator` [optional] +The paginator property specify the default paginator to be used for the endpoint responses. + +Possible paginators are: +| Paginator | String Alias | Note | +| --------- | ------------ | ---- | +| BasePaginator | | | +| HeaderLinkPaginator | `header_links` | | +| JSONResponsePaginator | `json_links` | The pagination metainformation are in a node of the JSON response (see example below) | +| SinglePagePaginator | `single_page` | The response will be interepreted as a single page response, ignoring possible pagination metadata | +| UnspecifiedPaginator | `auto` | | + + Usage example of the `JSONResponsePaginator`, for a response with the url of the next page located at `paging.next`: + ```python + "paginator": JSONResponsePaginator( + next_key=["paging", "next"] + ) + ``` + + + +#### `session` [optional] + +This property allows to pass a custom `Session` object. + + +### `resource_defaults` +This property allows to pass default properties and behaviour to the dlt resources created by the REST API Generic Source. Beside the properties mentioned in this documentation, a resource accepts all the arguments that usually are passed to a [dlt resource](https://dlthub.com/docs/general-usage/resource). + +#### `endpoint` +A string indicating the endpoint or an `endpoint` object (see [below](#endpoint-1)). + +#### `include_from_parent` [optional] +A list of fields, from the parent resource, which will be included in the resource output. + +#### `name` +Name of the dlt `resource` and the name of the associated table that will be created. + +#### `params` +The query parameters for the endpoint url. + +For child resource, you can use values from the parent resource for params. The syntax is the following: + +```python + "PARAM_NAME": { + "type": "resolve", + "resource": "PARENT_RESOURCE_NAME", + "field": "PARENT_RESOURCE_FIELD", + }, +``` + +An example of use: +```python + "endpoint": { + "path": "pokemon/{name}", + "params": { + "name": { + "type": "resolve", + "resource": "pokemon_list", + "field": "name", + }, + }, + }, +``` + +#### `path` +The url of the endpoint. If you need to include URL parameters, they can be included using `{}`, for example: +```python + "path": "pokemon/{name}", +``` +In case you need to include query parameters, use the [params](#params) property. + + +### `resources` +An array of resources. Each resource is a string or a resource object. + +Simple resources with their name corresponding to the endpoint can be simple strings. For example: +```python + "resources": [ + "berry", + "location", + ] +``` +Resources with the name different from the endpoint string will be: +```python + "resources": [ + { + "name": "pokemon_list", + "endpoint": "pokemon", + }, + ] +``` +In case you need to have a resource with a name different from the table created, you can pass the property `table_name` too. + +For the other property see the [resource_defaults](#resource_defaults) above. From 59bba2ed9439df49d38c14b2b56a6e5e4070e4c2 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 20 Mar 2024 17:42:30 +0300 Subject: [PATCH 108/121] Remove commented code --- sources/rest_api/typing.py | 1 - 1 file changed, 1 deletion(-) diff --git a/sources/rest_api/typing.py b/sources/rest_api/typing.py index a7e882b80..136c0bf11 100644 --- a/sources/rest_api/typing.py +++ b/sources/rest_api/typing.py @@ -19,7 +19,6 @@ from dlt.common.schema.typing import ( TColumnNames, - # TSchemaContract, TTableFormat, TTableSchemaColumns, TWriteDisposition, From 390c23321876e4c9be4ebb96d672d629f5c53e7d Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 20 Mar 2024 17:59:24 +0300 Subject: [PATCH 109/121] Clean up docstrings --- sources/rest_api/__init__.py | 2 +- sources/rest_api_pipeline.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 036e2a82e..ab7dbe88b 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -93,7 +93,7 @@ def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: Creates and configures a REST API source for data extraction. Example: - github_source = rest_api_resources_v3({ + github_source = rest_api_resources({ "client": { "base_url": "https://api.github.com/repos/dlt-hub/dlt/", "auth": { diff --git a/sources/rest_api_pipeline.py b/sources/rest_api_pipeline.py index 03d79e9c7..6bd8172ae 100644 --- a/sources/rest_api_pipeline.py +++ b/sources/rest_api_pipeline.py @@ -4,7 +4,7 @@ def load_github() -> None: pipeline = dlt.pipeline( - pipeline_name="rest_api_github_v3", + pipeline_name="rest_api_github", destination="duckdb", dataset_name="rest_api_data", ) From 5ecc426d6b915d6103c027200f93492349acb8ca Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Wed, 20 Mar 2024 18:42:23 +0300 Subject: [PATCH 110/121] Remove the useless conditional init for items --- sources/rest_api/__init__.py | 1 - 1 file changed, 1 deletion(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index ab7dbe88b..fdeaa4735 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -273,7 +273,6 @@ def paginate_dependent_resource( ) -> Generator[Any, None, None]: field_path = resolved_param.resolve_config.field_path - items = items or [] for item in items: formatted_path = path.format( **{resolved_param.param_name: item[field_path]} From 6924233d68079b973d45cb0d58ec4f13ad8371c4 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Thu, 21 Mar 2024 21:31:30 +0300 Subject: [PATCH 111/121] Fix grammar in the README --- sources/rest_api/README.md | 58 ++++++++++++++++---------------------- 1 file changed, 25 insertions(+), 33 deletions(-) diff --git a/sources/rest_api/README.md b/sources/rest_api/README.md index 67432f16b..414e476d5 100644 --- a/sources/rest_api/README.md +++ b/sources/rest_api/README.md @@ -1,19 +1,16 @@ # REST API Generic Source A declarative way to define dlt sources for REST APIs. - ## What is this? > Happy APIs are all alike > > \- E. T. Lev Tolstoy, Senior Data Engineer -This is a generic source which you can use to create a dlt source from a REST API using a declarative configuration. The majority of the REST APIs behave in a similar way, this dlt source attempts to provide a declarative way to define a dlt source for those APIs. - +This is a generic source that you can use to create a dlt source from a REST API using a declarative configuration. The majority of REST APIs behave in a similar way; this dlt source attempts to provide a declarative way to define a dlt source for those APIs. ## How to use it Let's see how a source for the [Pokemon API](https://pokeapi.co/) would look like: - ```python pokemon_config = { "client": { @@ -44,16 +41,15 @@ pokemon_config = { pokemon_source = rest_api_source(pokemon_config) ``` -Here a short summary: +Here's a short summary: - The `client` node contains the base URL of the endpoints that we want to collect. -- The `resources` which correspond to the API endpoints. - -We have a couple of simple resources (`berry` and `location`). For them, the API endpoint is also the name of the dlt resource, and the name of the destination table. They don't need additional configuration. +- The `resources` correspond to the API endpoints. +We have a couple of simple resources (`berry` and `location`). For them, the API endpoint is also the name of the dlt resource and the name of the destination table. They don't need additional configuration. -The next resource leverages some additional configuration. The endpoint `pokemon/` returns a list of pokemons, but it can be used also as `pokemon/{id or name}` to return a single pokemon. In this case we want the list, so we decided to rename the resource to `pokemon_list`, while the endpoint stays `pokemon/`. We do not specify the name of the destination table, so it will match the resource name. +The next resource leverages some additional configuration. The endpoint `pokemon/` returns a list of pokemons, but it can also be used as `pokemon/{id or name}` to return a single pokemon. In this case, we want the list, so we decided to rename the resource to `pokemon_list`, while the endpoint stays `pokemon/`. We do not specify the name of the destination table, so it will match the resource name. -And now the `pokemon` one. This is actually a child endpoint of the `pokemon_list`: for each pokemon we want to get further details. So we need to make this resource a bit more smart, the endpoint `path` needs to be explicit, and we have to specify how the value of `name` will be resolved from another resource; this is actually telling the generic source that `pokemon` needs to be queried for each pokemon in `pokemon_list`. +And now the `pokemon` one. This is actually a child endpoint of the `pokemon_list`: for each pokemon, we want to get further details. So we need to make this resource a bit more smart; the endpoint `path` needs to be explicit, and we have to specify how the value of `name` will be resolved from another resource; this is actually telling the generic source that `pokemon` needs to be queried for each pokemon in `pokemon_list`. ## Anatomy of the config object @@ -71,19 +67,17 @@ my_config: RESTAPIConfig = { }, "resources": { ... - , + }, } ``` - - -`client` contains the configuration to connect to the APIs endpoints (e.g. base URL, authentication method, default behaviour for the paginator, and more). +`client` contains the configuration to connect to the API's endpoints (e.g., base URL, authentication method, default behavior for the paginator, and more). `resource_defaults` contains the default values to configure the dlt resources returned by this source. -`resources` object contains the configuration for each resource. +`resources` object contains the configuration for each resource. -The configuration with smallers scope will overwrite the one with the wider one: +The configuration with a smaller scope will overwrite the one with the wider one: Resource Configuration > Resource Defaults Configuration > Client Configuration @@ -94,7 +88,6 @@ The configuration with smallers scope will overwrite the one with the wider one: #### `auth` [optional] Use the auth property to pass a token or a `HTTPBasicAuth` object for more complex authentication methods. Here are some practical examples: - 1. Simple token (read from the `.dlt/secrets.toml` file): ```python my_api_config: RESTAPIConfig = { @@ -108,7 +101,7 @@ my_api_config: RESTAPIConfig = { } ``` -2. +2. ```python from requests.auth import HTTPBasicAuth @@ -124,40 +117,39 @@ my_api_config: RESTAPIConfig = { ``` #### `base_url` -The base URL that will be prepended to the endpoints specified in the `resources` objects. Example +The base URL that will be prepended to the endpoints specified in the `resources` objects. Example: ```python "base_url": "https://my_api.com/api/v1/", ``` #### `paginator` [optional] -The paginator property specify the default paginator to be used for the endpoint responses. +The paginator property specifies the default paginator to be used for the endpoint responses. Possible paginators are: | Paginator | String Alias | Note | | --------- | ------------ | ---- | -| BasePaginator | | | -| HeaderLinkPaginator | `header_links` | | -| JSONResponsePaginator | `json_links` | The pagination metainformation are in a node of the JSON response (see example below) | -| SinglePagePaginator | `single_page` | The response will be interepreted as a single page response, ignoring possible pagination metadata | +| BasePaginator | | | +| HeaderLinkPaginator | `header_links` | | +| JSONResponsePaginator | `json_links` | The pagination metainformation is in a node of the JSON response (see example below) | +| SinglePagePaginator | `single_page` | The response will be interpreted as a single-page response, ignoring possible pagination metadata | | UnspecifiedPaginator | `auto` | | - Usage example of the `JSONResponsePaginator`, for a response with the url of the next page located at `paging.next`: + Usage example of the `JSONResponsePaginator`, for a response with the URL of the next page located at `paging.next`: ```python "paginator": JSONResponsePaginator( next_key=["paging", "next"] ) ``` - #### `session` [optional] -This property allows to pass a custom `Session` object. +This property allows you to pass a custom `Session` object. ### `resource_defaults` -This property allows to pass default properties and behaviour to the dlt resources created by the REST API Generic Source. Beside the properties mentioned in this documentation, a resource accepts all the arguments that usually are passed to a [dlt resource](https://dlthub.com/docs/general-usage/resource). +This property allows you to pass default properties and behavior to the dlt resources created by the REST API Generic Source. Besides the properties mentioned in this documentation, a resource accepts all the arguments that usually are passed to a [dlt resource](https://dlthub.com/docs/general-usage/resource). #### `endpoint` A string indicating the endpoint or an `endpoint` object (see [below](#endpoint-1)). @@ -166,12 +158,12 @@ A string indicating the endpoint or an `endpoint` object (see [below](#endpoint- A list of fields, from the parent resource, which will be included in the resource output. #### `name` -Name of the dlt `resource` and the name of the associated table that will be created. +The name of the dlt `resource` and the name of the associated table that will be created. #### `params` -The query parameters for the endpoint url. +The query parameters for the endpoint URL. -For child resource, you can use values from the parent resource for params. The syntax is the following: +For child resources, you can use values from the parent resource for params. The syntax is the following: ```python "PARAM_NAME": { @@ -196,7 +188,7 @@ An example of use: ``` #### `path` -The url of the endpoint. If you need to include URL parameters, they can be included using `{}`, for example: +The URL of the endpoint. If you need to include URL parameters, they can be included using `{}`, for example: ```python "path": "pokemon/{name}", ``` @@ -224,4 +216,4 @@ Resources with the name different from the endpoint string will be: ``` In case you need to have a resource with a name different from the table created, you can pass the property `table_name` too. -For the other property see the [resource_defaults](#resource_defaults) above. +For the other properties, see the [resource_defaults](#resource_defaults) above. \ No newline at end of file From ff5ddd868e08c3eb80c0e5a2567d789bb6c1568c Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Thu, 21 Mar 2024 21:35:03 +0300 Subject: [PATCH 112/121] Remove UnspecifiedPaginator --- sources/rest_api/README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/sources/rest_api/README.md b/sources/rest_api/README.md index 414e476d5..80b7aa424 100644 --- a/sources/rest_api/README.md +++ b/sources/rest_api/README.md @@ -133,7 +133,6 @@ Possible paginators are: | HeaderLinkPaginator | `header_links` | | | JSONResponsePaginator | `json_links` | The pagination metainformation is in a node of the JSON response (see example below) | | SinglePagePaginator | `single_page` | The response will be interpreted as a single-page response, ignoring possible pagination metadata | -| UnspecifiedPaginator | `auto` | | Usage example of the `JSONResponsePaginator`, for a response with the URL of the next page located at `paging.next`: ```python From c24a5aa13a1cd6ed6c2f1079eab1633e900800af Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Thu, 21 Mar 2024 21:36:27 +0300 Subject: [PATCH 113/121] Format README --- sources/rest_api/README.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/sources/rest_api/README.md b/sources/rest_api/README.md index 80b7aa424..2ae17bbab 100644 --- a/sources/rest_api/README.md +++ b/sources/rest_api/README.md @@ -134,12 +134,12 @@ Possible paginators are: | JSONResponsePaginator | `json_links` | The pagination metainformation is in a node of the JSON response (see example below) | | SinglePagePaginator | `single_page` | The response will be interpreted as a single-page response, ignoring possible pagination metadata | - Usage example of the `JSONResponsePaginator`, for a response with the URL of the next page located at `paging.next`: - ```python - "paginator": JSONResponsePaginator( - next_key=["paging", "next"] - ) - ``` +Usage example of the `JSONResponsePaginator`, for a response with the URL of the next page located at `paging.next`: +```python +"paginator": JSONResponsePaginator( + next_key=["paging", "next"] +) +``` #### `session` [optional] From d63e30f6e4385c27f115c989669133d2fd328162 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Thu, 21 Mar 2024 23:14:52 +0300 Subject: [PATCH 114/121] Add handling end_value and end_param --- sources/rest_api/__init__.py | 15 ++++++++---- sources/rest_api/config_setup.py | 17 +++++++------ sources/rest_api/typing.py | 7 +++--- tests/rest_api/source_configs.py | 41 ++++++++++++++++++++++++++++++++ 4 files changed, 63 insertions(+), 17 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index fdeaa4735..cd2079d04 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -199,9 +199,11 @@ def create_resources( "dependent on another resource" ) - incremental_object, incremental_param = setup_incremental_object( - request_params, endpoint_resource.get("incremental") - ) + ( + incremental_object, + incremental_start_param, + incremental_end_param, + ) = setup_incremental_object(request_params, endpoint_config.get("incremental")) client = RESTClient( base_url=client_config["base_url"], @@ -228,10 +230,13 @@ def paginate_resource( hooks: Optional[Dict[str, Any]], client: RESTClient = client, incremental_object: Optional[Incremental[Any]] = incremental_object, - incremental_param: str = incremental_param, + incremental_start_param: str = incremental_start_param, + incremental_end_param: str = incremental_end_param, ) -> Generator[Any, None, None]: if incremental_object: - params[incremental_param] = incremental_object.last_value + params[incremental_start_param] = incremental_object.last_value + if incremental_end_param: + params[incremental_end_param] = incremental_object.end_value yield from client.paginate( method=method, diff --git a/sources/rest_api/config_setup.py b/sources/rest_api/config_setup.py index a6a28e825..1b5d748a0 100644 --- a/sources/rest_api/config_setup.py +++ b/sources/rest_api/config_setup.py @@ -91,25 +91,24 @@ def create_auth( def setup_incremental_object( request_params: Dict[str, Any], incremental_config: Optional[IncrementalConfig] = None, -) -> Tuple[Optional[Incremental[Any]], Optional[str]]: +) -> Tuple[Optional[Incremental[Any]], Optional[str], Optional[str]]: for key, value in request_params.items(): if isinstance(value, dlt.sources.incremental): - return value, key + return value, key, None if isinstance(value, dict): param_type = value.pop("type") if param_type == "incremental": - return ( - dlt.sources.incremental(**value), - key, - ) + return (dlt.sources.incremental(**value), key, None) if incremental_config: - param = incremental_config.pop("param") + start_param = incremental_config.pop("start_param") + end_param = incremental_config.pop("end_param", None) return ( dlt.sources.incremental(**cast(IncrementalArgs, incremental_config)), - param, + start_param, + end_param, ) - return None, None + return None, None, None def make_parent_key_name(resource_name: str, field_name: str) -> str: diff --git a/sources/rest_api/typing.py b/sources/rest_api/typing.py index 136c0bf11..ad6117916 100644 --- a/sources/rest_api/typing.py +++ b/sources/rest_api/typing.py @@ -45,14 +45,15 @@ class ClientConfig(TypedDict, total=False): class IncrementalArgs(TypedDict, total=False): cursor_path: str initial_value: Optional[str] - last_value_func: LastValueFunc[str] + last_value_func: Optional[LastValueFunc[str]] primary_key: Optional[TTableHintTemplate[TColumnNames]] end_value: Optional[str] row_order: Optional[TSortOrder] class IncrementalConfig(IncrementalArgs, total=False): - param: str + start_param: str + end_param: Optional[str] class ResolveConfig(NamedTuple): @@ -79,6 +80,7 @@ class Endpoint(TypedDict, total=False): paginator: Optional[PaginatorType] data_selector: Optional[jsonpath.TJsonPath] response_actions: Optional[List[ResponseAction]] + incremental: Optional[IncrementalConfig] class EndpointResourceBase(TypedDict, total=False): @@ -88,7 +90,6 @@ class EndpointResourceBase(TypedDict, total=False): columns: Optional[TTableHintTemplate[TTableSchemaColumns]] primary_key: Optional[TTableHintTemplate[TColumnNames]] merge_key: Optional[TTableHintTemplate[TColumnNames]] - incremental: Optional[IncrementalConfig] table_format: Optional[TTableHintTemplate[TTableFormat]] include_from_parent: Optional[List[str]] selected: Optional[bool] diff --git a/tests/rest_api/source_configs.py b/tests/rest_api/source_configs.py index f27db8f17..44e962825 100644 --- a/tests/rest_api/source_configs.py +++ b/tests/rest_api/source_configs.py @@ -100,4 +100,45 @@ }, "resources": ["users"], }, + { + "client": {"base_url": "https://api.example.com"}, + "resources": [ + { + "name": "posts", + "endpoint": { + "path": "posts", + "params": { + "limit": 100, + "since": { + "type": "incremental", + "cursor_path": "updated_at", + "initial_value": "2024-01-25T11:21:28Z", + }, + }, + "paginator": "json_links", + }, + }, + ], + }, + { + "client": {"base_url": "https://api.example.com"}, + "resources": [ + { + "name": "posts", + "endpoint": { + "path": "posts", + "params": { + "limit": 100, + }, + "paginator": "json_links", + "incremental": { + "start_param": "since", + "end_param": "until", + "cursor_path": "updated_at", + "initial_value": "2024-01-25T11:21:28Z", + }, + }, + }, + ], + }, ] From 5cbf863fdf0385278bc25306f7a80d6603fbdcba Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Fri, 22 Mar 2024 10:29:56 +0300 Subject: [PATCH 115/121] Use NamedTuple for incremental params --- sources/rest_api/__init__.py | 13 ++++++------- sources/rest_api/config_setup.py | 20 ++++++++++++++------ 2 files changed, 20 insertions(+), 13 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index cd2079d04..9be4c27e2 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -34,6 +34,7 @@ HTTPMethodBasic, ) from .config_setup import ( + IncrementalParam, create_auth, create_paginator, build_resource_dependency_graph, @@ -201,8 +202,7 @@ def create_resources( ( incremental_object, - incremental_start_param, - incremental_end_param, + incremental_param, ) = setup_incremental_object(request_params, endpoint_config.get("incremental")) client = RESTClient( @@ -230,13 +230,12 @@ def paginate_resource( hooks: Optional[Dict[str, Any]], client: RESTClient = client, incremental_object: Optional[Incremental[Any]] = incremental_object, - incremental_start_param: str = incremental_start_param, - incremental_end_param: str = incremental_end_param, + incremental_param: IncrementalParam = incremental_param, ) -> Generator[Any, None, None]: if incremental_object: - params[incremental_start_param] = incremental_object.last_value - if incremental_end_param: - params[incremental_end_param] = incremental_object.end_value + params[incremental_param.start] = incremental_object.last_value + if incremental_param.end: + params[incremental_param.end] = incremental_object.end_value yield from client.paginate( method=method, diff --git a/sources/rest_api/config_setup.py b/sources/rest_api/config_setup.py index 1b5d748a0..f9ad7cd40 100644 --- a/sources/rest_api/config_setup.py +++ b/sources/rest_api/config_setup.py @@ -9,6 +9,7 @@ Union, Callable, cast, + NamedTuple, ) import graphlib # type: ignore[import,unused-ignore] @@ -49,6 +50,11 @@ } +class IncrementalParam(NamedTuple): + start: str + end: Optional[str] + + def get_paginator_class(paginator_type: str) -> Type[BasePaginator]: try: return PAGINATOR_MAP[paginator_type] @@ -91,24 +97,26 @@ def create_auth( def setup_incremental_object( request_params: Dict[str, Any], incremental_config: Optional[IncrementalConfig] = None, -) -> Tuple[Optional[Incremental[Any]], Optional[str], Optional[str]]: +) -> Tuple[Optional[Incremental[Any]], Optional[IncrementalParam]]: for key, value in request_params.items(): if isinstance(value, dlt.sources.incremental): - return value, key, None + return value, IncrementalParam(start=key, end=None) if isinstance(value, dict): param_type = value.pop("type") if param_type == "incremental": - return (dlt.sources.incremental(**value), key, None) + return ( + dlt.sources.incremental(**value), + IncrementalParam(start=key, end=None), + ) if incremental_config: start_param = incremental_config.pop("start_param") end_param = incremental_config.pop("end_param", None) return ( dlt.sources.incremental(**cast(IncrementalArgs, incremental_config)), - start_param, - end_param, + IncrementalParam(start=start_param, end=end_param), ) - return None, None, None + return None, None def make_parent_key_name(resource_name: str, field_name: str) -> str: From 6b7a891419caa8d6bbf4c1118c10f78f12b71281 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Fri, 22 Mar 2024 10:37:05 +0300 Subject: [PATCH 116/121] Move check_connection to utils --- sources/rest_api/__init__.py | 16 ++-------------- sources/rest_api/utils.py | 17 ++++++++++++++++- 2 files changed, 18 insertions(+), 15 deletions(-) diff --git a/sources/rest_api/__init__.py b/sources/rest_api/__init__.py index 9be4c27e2..8cab9c3aa 100644 --- a/sources/rest_api/__init__.py +++ b/sources/rest_api/__init__.py @@ -4,7 +4,6 @@ Type, Any, Dict, - Tuple, List, Optional, Generator, @@ -17,7 +16,7 @@ from dlt.common.validation import validate_dict from dlt.extract.incremental import Incremental from dlt.extract.source import DltResource, DltSource -from dlt.common import logger, jsonpath +from dlt.common import jsonpath from dlt.common.schema.schema import Schema from dlt.common.schema.typing import TSchemaContract from dlt.common.configuration.specs import BaseConfiguration @@ -42,6 +41,7 @@ setup_incremental_object, create_response_hooks, ) +from .utils import check_connection # noqa: F401 def rest_api_source( @@ -321,18 +321,6 @@ def paginate_dependent_resource( return resources -def check_connection( - source: DltSource, - *resource_names: str, -) -> Tuple[bool, str]: - try: - list(source.with_resources(*resource_names).add_limit(1)) - return (True, "") - except Exception as e: - logger.error(f"Error checking connection: {e}") - return (False, str(e)) - - # XXX: This is a workaround pass test_dlt_init.py # since the source uses dlt.source as a function def _register_source(source_func: Callable[..., DltSource]) -> None: diff --git a/sources/rest_api/utils.py b/sources/rest_api/utils.py index fde0a3263..732dda53c 100644 --- a/sources/rest_api/utils.py +++ b/sources/rest_api/utils.py @@ -1,6 +1,9 @@ from functools import reduce from operator import getitem -from typing import Any, Sequence, Union +from typing import Any, Sequence, Union, Tuple + +from dlt.common import logger +from dlt.extract.source import DltSource def join_url(base_url: str, path: str) -> str: @@ -13,3 +16,15 @@ def create_nested_accessor(path: Union[str, Sequence[str]]) -> Any: if isinstance(path, (list, tuple)): return lambda d: reduce(getitem, path, d) return lambda d: d.get(path) + + +def check_connection( + source: DltSource, + *resource_names: str, +) -> Tuple[bool, str]: + try: + list(source.with_resources(*resource_names).add_limit(1)) + return (True, "") + except Exception as e: + logger.error(f"Error checking connection: {e}") + return (False, str(e)) From 6dab45153c7d380c5946a76b94a77c795cc400fc Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Fri, 22 Mar 2024 11:27:59 +0300 Subject: [PATCH 117/121] Instantiate auth based on type --- sources/rest_api/config_setup.py | 57 +++++++++++++++++++++++++++----- sources/rest_api/typing.py | 4 +-- 2 files changed, 51 insertions(+), 10 deletions(-) diff --git a/sources/rest_api/config_setup.py b/sources/rest_api/config_setup.py index f9ad7cd40..b670037cd 100644 --- a/sources/rest_api/config_setup.py +++ b/sources/rest_api/config_setup.py @@ -20,7 +20,13 @@ from dlt.common.typing import TSecretStrValue from dlt.sources.helpers.requests import Response -from .auth import BearerTokenAuth, AuthConfigBase +from .auth import ( + AuthConfigBase, + HttpBasicAuth, + BearerTokenAuth, + APIKeyAuth, + OAuthJWTAuth, +) from .paginators import ( BasePaginator, HeaderLinkPaginator, @@ -28,7 +34,7 @@ SinglePagePaginator, ) from .typing import ( - AuthConfig, + SimpleTokenAuthConfig, IncrementalArgs, IncrementalConfig, PaginatorType, @@ -83,15 +89,50 @@ def create_paginator(paginator_config: PaginatorType) -> Optional[BasePaginator] def create_auth( - auth_config: Optional[Union[AuthConfig, AuthConfigBase]], + auth_config: Optional[Union[SimpleTokenAuthConfig, AuthConfigBase]], ) -> Optional[AuthConfigBase]: if isinstance(auth_config, AuthConfigBase): return auth_config - return ( - BearerTokenAuth(cast(TSecretStrValue, auth_config.get("token"))) - if auth_config - else None - ) + + if isinstance(auth_config, dict): + # Handle a shorthand auth configuration + if "token" in auth_config and len(auth_config) == 1: + return BearerTokenAuth(cast(TSecretStrValue, auth_config["token"])) + + # Handle full auth configurations + auth_config = cast(AuthConfigBase, auth_config) + if auth_config.get("type") == "http": + if auth_config.get("scheme") == "basic": + return HttpBasicAuth( + username=auth_config["username"], password=auth_config["password"] + ) + elif auth_config.get("scheme") == "bearer": + return BearerTokenAuth(cast(TSecretStrValue, auth_config["token"])) + else: + raise ValueError(f"Invalid auth scheme: {auth_config['scheme']}") + elif auth_config.get("type") == "apiKey": + return APIKeyAuth( + name=auth_config["name"], + api_key=cast(TSecretStrValue, auth_config["api_key"]), + location=auth_config.get("location"), + ) + elif auth_config.get("type") == "oauth2": + return OAuthJWTAuth( + client_id=auth_config["client_id"], + private_key=cast(TSecretStrValue, auth_config["private_key"]), + auth_endpoint=auth_config["auth_endpoint"], + scopes=auth_config["scopes"], + headers=auth_config.get("headers"), + private_key_passphrase=auth_config.get("private_key_passphrase"), + default_token_expiration=auth_config.get("default_token_expiration"), + ) + else: + raise ValueError(f"Invalid auth type: {auth_config['type']}") + + if auth_config: + raise ValueError(f"Invalid auth config: {auth_config}") + + return None def setup_incremental_object( diff --git a/sources/rest_api/typing.py b/sources/rest_api/typing.py index ad6117916..16ca1112d 100644 --- a/sources/rest_api/typing.py +++ b/sources/rest_api/typing.py @@ -32,13 +32,13 @@ HTTPMethod = Union[HTTPMethodBasic, HTTPMethodExtended] -class AuthConfig(TypedDict, total=False): +class SimpleTokenAuthConfig(TypedDict, total=False): token: str class ClientConfig(TypedDict, total=False): base_url: str - auth: Optional[Union[AuthConfig, AuthConfigBase]] + auth: Optional[Union[SimpleTokenAuthConfig, AuthConfigBase]] paginator: Optional[PaginatorType] From 559f3a24a723c34d33baf049c03225da9f5a3de4 Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Fri, 22 Mar 2024 15:45:18 +0300 Subject: [PATCH 118/121] Update lock file --- poetry.lock | 10 ++-------- 1 file changed, 2 insertions(+), 8 deletions(-) diff --git a/poetry.lock b/poetry.lock index fcb563c68..4daecab0c 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1009,6 +1009,7 @@ files = [ ] [[package]] +name = "dlt" version = "0.4.7" description = "dlt is an open-source python-first scalable data loading library that does not require any backend to run." optional = false @@ -4482,13 +4483,6 @@ files = [ {file = "PyYAML-6.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d2b04aac4d386b172d5b9692e2d2da8de7bfb6c387fa4f801fbf6fb2e6ba4673"}, {file = "PyYAML-6.0.1-cp311-cp311-win32.whl", hash = "sha256:1635fd110e8d85d55237ab316b5b011de701ea0f29d07611174a1b42f1444741"}, {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"}, - 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+from dlt import config, secrets from dlt.common import logger - from dlt.common.configuration.specs.base_configuration import configspec from dlt.common.configuration.specs import CredentialsConfiguration +from dlt.common.configuration.specs.exceptions import NativeValueError from dlt.common.typing import TSecretStrValue @@ -37,9 +37,19 @@ class BearerTokenAuth(AuthConfigBase): scheme: Literal["bearer"] = "bearer" token: TSecretStrValue - def __init__(self, token: TSecretStrValue) -> None: + def __init__(self, token: TSecretStrValue = secrets.value) -> None: self.token = token + def parse_native_representation(self, value: Any) -> None: + if isinstance(value, str): + self.token = cast(TSecretStrValue, value) + else: + raise NativeValueError( + type(self), + value, + f"BearerTokenAuth token must be a string, got {type(value)}", + ) + def __call__(self, request: PreparedRequest) -> PreparedRequest: request.headers["Authorization"] = f"Bearer {self.token}" return request @@ -48,17 +58,30 @@ def __call__(self, request: PreparedRequest) -> PreparedRequest: @configspec class APIKeyAuth(AuthConfigBase): type: Final[Literal["apiKey"]] = "apiKey" # noqa: A003 - location: TApiKeyLocation = "header" - name: str + name: str = "Authorization" api_key: TSecretStrValue + location: TApiKeyLocation = "header" def __init__( - self, name: str, api_key: TSecretStrValue, location: TApiKeyLocation = "header" + self, + name: str = config.value, + api_key: TSecretStrValue = secrets.value, + location: TApiKeyLocation = "header", ) -> None: self.name = name self.api_key = api_key self.location = location + def parse_native_representation(self, value: Any) -> None: + if isinstance(value, str): + self.api_key = cast(TSecretStrValue, value) + else: + raise NativeValueError( + type(self), + value, + f"APIKeyAuth api_key must be a string, got {type(value)}", + ) + def __call__(self, request: PreparedRequest) -> PreparedRequest: if self.location == "header": request.headers[self.name] = self.api_key @@ -76,10 +99,24 @@ class HttpBasicAuth(AuthConfigBase): username: str password: TSecretStrValue - def __init__(self, username: str, password: TSecretStrValue) -> None: + def __init__( + self, username: str = config.value, password: TSecretStrValue = secrets.value + ) -> None: self.username = username self.password = password + def parse_native_representation(self, value: Any) -> None: + if isinstance(value, Iterable) and not isinstance(value, str): + value = list(value) + if len(value) == 2: + self.username, self.password = value + return + raise NativeValueError( + type(self), + value, + f"HttpBasicAuth username and password must be a tuple of two strings, got {type(value)}", + ) + def __call__(self, request: PreparedRequest) -> PreparedRequest: encoded = b64encode(f"{self.username}:{self.password}".encode()).decode() request.headers["Authorization"] = f"Basic {encoded}" @@ -94,9 +131,19 @@ class OAuth2AuthBase(AuthConfigBase): type: Final[Literal["oauth2"]] = "oauth2" # noqa: A003 access_token: TSecretStrValue - def __init__(self, access_token: TSecretStrValue) -> None: + def __init__(self, access_token: TSecretStrValue = secrets.value) -> None: self.access_token = access_token + def parse_native_representation(self, value: Any) -> None: + if isinstance(value, str): + self.access_token = cast(TSecretStrValue, value) + else: + raise NativeValueError( + type(self), + value, + f"OAuth2AuthBase access_token must be a string, got {type(value)}", + ) + def __call__(self, request: PreparedRequest) -> PreparedRequest: request.headers["Authorization"] = f"Bearer {self.access_token}" return request @@ -107,20 +154,20 @@ class OAuthJWTAuth(BearerTokenAuth): """This is a form of Bearer auth, actually there's not standard way to declare it in openAPI""" format: Final[Literal["JWT"]] = "JWT" # noqa: A003 - client_id: str private_key: TSecretStrValue auth_endpoint: str scopes: Optional[str] = None headers: Optional[Dict[str, str]] = None private_key_passphrase: Optional[TSecretStrValue] = None + default_token_expiration: int = 3600 def __init__( self, - client_id: str, - private_key: TSecretStrValue, - auth_endpoint: str, - scopes: str, + client_id: str = config.value, + private_key: TSecretStrValue = secrets.value, + auth_endpoint: str = config.value, + scopes: str = None, headers: Optional[Dict[str, str]] = None, private_key_passphrase: Optional[TSecretStrValue] = None, default_token_expiration: int = 3600, diff --git a/sources/rest_api/client.py b/sources/rest_api/client.py index 5122b8f34..12e22c072 100644 --- a/sources/rest_api/client.py +++ b/sources/rest_api/client.py @@ -141,7 +141,7 @@ def _send_request(self, request: Request) -> Response: return self.session.send(prepared_request) def request( - self, path: str = "", method: HTTPMethod = "get", **kwargs: Any + self, path: str = "", method: HTTPMethod = "GET", **kwargs: Any ) -> Response: prepared_request = self._create_request( path=path, @@ -153,17 +153,17 @@ def request( def get( self, path: str, params: Optional[Dict[str, Any]] = None, **kwargs: Any ) -> Response: - return self.request(path, method="get", params=params, **kwargs) + return self.request(path, method="GET", params=params, **kwargs) def post( self, path: str, json: Optional[Dict[str, Any]] = None, **kwargs: Any ) -> Response: - return self.request(path, method="post", json=json, **kwargs) + return self.request(path, method="POST", json=json, **kwargs) def paginate( self, path: str = "", - method: HTTPMethodBasic = "get", + method: HTTPMethodBasic = "GET", params: Optional[Dict[str, Any]] = None, json: Optional[Dict[str, Any]] = None, auth: Optional[AuthConfigBase] = None, diff --git a/sources/rest_api/config_setup.py b/sources/rest_api/config_setup.py index b670037cd..af58d32a7 100644 --- a/sources/rest_api/config_setup.py +++ b/sources/rest_api/config_setup.py @@ -32,6 +32,7 @@ HeaderLinkPaginator, JSONResponsePaginator, SinglePagePaginator, + JSONResponseCursorPaginator, ) from .typing import ( SimpleTokenAuthConfig, @@ -53,6 +54,7 @@ "header_links": HeaderLinkPaginator, "auto": None, "single_page": SinglePagePaginator, + "cursor": JSONResponseCursorPaginator, } diff --git a/sources/rest_api/detector.py b/sources/rest_api/detector.py index d37f3b9d6..030949566 100644 --- a/sources/rest_api/detector.py +++ b/sources/rest_api/detector.py @@ -128,12 +128,12 @@ def header_links_detector(response: Response) -> Optional[HeaderLinkPaginator]: def json_links_detector(response: Response) -> Optional[JSONResponsePaginator]: dictionary = response.json() - next_key = find_next_page_key(dictionary) + next_path_parts = find_next_page_key(dictionary) - if not next_key: + if not next_path_parts: return None - return JSONResponsePaginator(next_key=next_key) + return JSONResponsePaginator(next_url_path=".".join(next_path_parts)) def single_page_detector(response: Response) -> Optional[SinglePagePaginator]: diff --git a/sources/rest_api/paginators.py b/sources/rest_api/paginators.py index 9181cf872..51f9172ae 100644 --- a/sources/rest_api/paginators.py +++ b/sources/rest_api/paginators.py @@ -1,7 +1,8 @@ from abc import ABC, abstractmethod -from typing import Optional, Sequence, Union +from typing import Optional, Sequence, Union, Any from dlt.sources.helpers.requests import Response, Request +from dlt.common import jsonpath from .utils import create_nested_accessor @@ -102,7 +103,7 @@ def update_request(self, request: Request) -> None: class BaseNextUrlPaginator(BasePaginator): def update_request(self, request: Request) -> None: - request.url = self._next_reference + request.url = self.next_reference class HeaderLinkPaginator(BaseNextUrlPaginator): @@ -133,19 +134,46 @@ class JSONResponsePaginator(BaseNextUrlPaginator): def __init__( self, - next_key: Union[str, Sequence[str]] = "next", + next_url_path: jsonpath.TJsonPath = "next", ): """ Args: - next_key (str, optional): The key in the JSON response that - contains the next page URL. Defaults to 'next'. + next_url_path: The JSON path to the key that contains the next page URL in the response. + Defaults to 'next'. """ super().__init__() - self.next_key = next_key - self._next_key_accessor = create_nested_accessor(next_key) + self.next_url_path = jsonpath.compile_path(next_url_path) def update_state(self, response: Response) -> None: - try: - self.next_reference = self._next_key_accessor(response.json()) - except KeyError: - self.next_reference = None + values = jsonpath.find_values(self.next_url_path, response.json()) + self.next_reference = values[0] if values else None + + +class JSONResponseCursorPaginator(BasePaginator): + """A paginator that uses a cursor query param to paginate. The cursor for the + next page is found in the JSON response. + """ + + def __init__( + self, + cursor_path: jsonpath.TJsonPath = "cursors.next", + cursor_param: str = "after", + ): + """ + Args: + cursor_path: The JSON path to the key that contains the cursor in the response. + cursor_param: The name of the query parameter to be used in the request to get the next page. + """ + super().__init__() + self.cursor_path = jsonpath.compile_path(cursor_path) + self.cursor_param = cursor_param + + def update_state(self, response: Response) -> None: + values = jsonpath.find_values(self.cursor_path, response.json()) + self.next_reference = values[0] if values else None + + def update_request(self, request: Request) -> None: + if request.params is None: + request.params = {} + + request.params[self.cursor_param] = self._next_reference diff --git a/sources/rest_api/typing.py b/sources/rest_api/typing.py index 16ca1112d..be111fad2 100644 --- a/sources/rest_api/typing.py +++ b/sources/rest_api/typing.py @@ -27,8 +27,8 @@ PaginatorConfigDict = Dict[str, Any] PaginatorType = Union[BasePaginator, str, PaginatorConfigDict] -HTTPMethodBasic = Literal["get", "post"] -HTTPMethodExtended = Literal["put", "patch", "delete", "head", "options"] +HTTPMethodBasic = Literal["GET", "POST"] +HTTPMethodExtended = Literal["PUT", "PATCH", "DELETE", "HEAD", "OPTIONS"] HTTPMethod = Union[HTTPMethodBasic, HTTPMethodExtended] diff --git a/tests/rest_api/test_client.py b/tests/rest_api/test_client.py index c1e6267b5..3da272c04 100644 --- a/tests/rest_api/test_client.py +++ b/tests/rest_api/test_client.py @@ -48,7 +48,7 @@ def test_get_single_resource(self, rest_client): def test_pagination(self, rest_client: RESTClient): pages_iter = rest_client.paginate( "/posts", - paginator=JSONResponsePaginator(next_key="next_page"), + paginator=JSONResponsePaginator(next_url_path="next_page"), ) pages = list(pages_iter) @@ -58,7 +58,7 @@ def test_pagination(self, rest_client: RESTClient): def test_page_context(self, rest_client: RESTClient) -> None: for page in rest_client.paginate( "/posts", - paginator=JSONResponsePaginator(next_key="next_page"), + paginator=JSONResponsePaginator(next_url_path="next_page"), auth=AuthConfigBase(), ): # response that produced data @@ -87,7 +87,7 @@ def response_hook(response: Response, *args: Any, **kwargs: Any) -> None: pages_iter = rest_client.paginate( "/posts", - paginator=JSONResponsePaginator(next_key="next_page"), + paginator=JSONResponsePaginator(next_url_path="next_page"), hooks=hooks, ) From b8e6b5d9845cc00fd806342e6570db574bda55dd Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Fri, 22 Mar 2024 19:59:01 +0300 Subject: [PATCH 120/121] Remove unused imports --- sources/rest_api/paginators.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sources/rest_api/paginators.py b/sources/rest_api/paginators.py index 51f9172ae..b63b3d311 100644 --- a/sources/rest_api/paginators.py +++ b/sources/rest_api/paginators.py @@ -1,5 +1,5 @@ from abc import ABC, abstractmethod -from typing import Optional, Sequence, Union, Any +from typing import Optional from dlt.sources.helpers.requests import Response, Request from dlt.common import jsonpath From e6d927c3e946aa04326ffa529d56f9ef0ddf069b Mon Sep 17 00:00:00 2001 From: Anton Burnashev Date: Fri, 22 Mar 2024 20:33:22 +0300 Subject: [PATCH 121/121] Use jsonpath for next_path; remove create_nested_accessor --- sources/rest_api/detector.py | 6 +-- sources/rest_api/paginators.py | 9 ++--- sources/rest_api/utils.py | 6 --- tests/rest_api/test_detector.py | 70 +++++++++++++++++---------------- 4 files changed, 43 insertions(+), 48 deletions(-) diff --git a/sources/rest_api/detector.py b/sources/rest_api/detector.py index 030949566..f3af31bb4 100644 --- a/sources/rest_api/detector.py +++ b/sources/rest_api/detector.py @@ -93,7 +93,7 @@ def matches_any_pattern(key: str, patterns: Iterable[str]) -> bool: return any(pattern in normalized_key for pattern in patterns) -def find_next_page_key( +def find_next_page_path( dictionary: Dict[str, Any], path: Optional[List[str]] = None ) -> Optional[List[str]]: if not isinstance(dictionary, dict): @@ -111,7 +111,7 @@ def find_next_page_key( return [*path, key] if isinstance(value, dict): - result = find_next_page_key(value, [*path, key]) + result = find_next_page_path(value, [*path, key]) if result: return result @@ -128,7 +128,7 @@ def header_links_detector(response: Response) -> Optional[HeaderLinkPaginator]: def json_links_detector(response: Response) -> Optional[JSONResponsePaginator]: dictionary = response.json() - next_path_parts = find_next_page_key(dictionary) + next_path_parts = find_next_page_path(dictionary) if not next_path_parts: return None diff --git a/sources/rest_api/paginators.py b/sources/rest_api/paginators.py index b63b3d311..c098ea667 100644 --- a/sources/rest_api/paginators.py +++ b/sources/rest_api/paginators.py @@ -4,8 +4,6 @@ from dlt.sources.helpers.requests import Response, Request from dlt.common import jsonpath -from .utils import create_nested_accessor - class BasePaginator(ABC): def __init__(self) -> None: @@ -70,18 +68,19 @@ def __init__( initial_offset: int = 0, offset_param: str = "offset", limit_param: str = "limit", - total_key: str = "total", + total_path: jsonpath.TJsonPath = "total", ) -> None: super().__init__() self.offset_param = offset_param self.limit_param = limit_param - self._total_accessor = create_nested_accessor(total_key) + self.total_path = jsonpath.compile_path(total_path) self.offset = initial_offset self.limit = initial_limit def update_state(self, response: Response) -> None: - total = self._total_accessor(response.json()) + values = jsonpath.find_values(self.total_path, response.json()) + total = values[0] if values else None if total is None: raise ValueError( diff --git a/sources/rest_api/utils.py b/sources/rest_api/utils.py index 732dda53c..6001fad4e 100644 --- a/sources/rest_api/utils.py +++ b/sources/rest_api/utils.py @@ -12,12 +12,6 @@ def join_url(base_url: str, path: str) -> str: return base_url + path.lstrip("/") -def create_nested_accessor(path: Union[str, Sequence[str]]) -> Any: - if isinstance(path, (list, tuple)): - return lambda d: reduce(getitem, path, d) - return lambda d: d.get(path) - - def check_connection( source: DltSource, *resource_names: str, diff --git a/tests/rest_api/test_detector.py b/tests/rest_api/test_detector.py index 4a83a404a..2e652fde0 100644 --- a/tests/rest_api/test_detector.py +++ b/tests/rest_api/test_detector.py @@ -1,10 +1,11 @@ import pytest +from dlt.common import jsonpath + from sources.rest_api.detector import ( find_records, - find_next_page_key, + find_next_page_path, single_entity_path, ) -from sources.rest_api.utils import create_nested_accessor TEST_RESPONSES = [ @@ -15,7 +16,7 @@ }, "expected": { "type": "offset_limit", - "records_key": ["data"], + "records_path": "data", }, }, { @@ -28,7 +29,7 @@ }, "expected": { "type": "page_number", - "records_key": ["items"], + "records_path": "items", }, }, { @@ -41,8 +42,8 @@ }, "expected": { "type": "cursor", - "records_key": ["products"], - "next_key": ["next_cursor"], + "records_path": "products", + "next_path": ["next_cursor"], }, }, { @@ -55,8 +56,8 @@ }, "expected": { "type": "cursor", - "records_key": ["results"], - "next_key": ["cursors", "next"], + "records_path": "results", + "next_path": ["cursors", "next"], }, }, { @@ -67,8 +68,8 @@ }, "expected": { "type": "cursor", - "records_key": ["entries"], - "next_key": ["next_id"], + "records_path": "entries", + "next_path": ["next_id"], }, }, { @@ -82,7 +83,7 @@ }, "expected": { "type": "page_number", - "records_key": ["comments"], + "records_path": "comments", }, }, { @@ -94,8 +95,8 @@ }, "expected": { "type": "json_link", - "records_key": ["results"], - "next_key": ["next"], + "records_path": "results", + "next_path": ["next"], }, }, { @@ -113,8 +114,8 @@ }, "expected": { "type": "json_link", - "records_key": ["_embedded", "items"], - "next_key": ["_links", "next", "href"], + "records_path": "_embedded.items", + "next_path": ["_links", "next", "href"], }, }, { @@ -135,8 +136,8 @@ }, "expected": { "type": "json_link", - "records_key": ["items"], - "next_key": ["links", "nextPage"], + "records_path": "items", + "next_path": ["links", "nextPage"], }, }, { @@ -151,7 +152,7 @@ }, "expected": { "type": "page_number", - "records_key": ["data"], + "records_path": "data", }, }, { @@ -161,7 +162,7 @@ }, "expected": { "type": "page_number", - "records_key": ["items"], + "records_path": "items", }, }, { @@ -185,8 +186,8 @@ }, "expected": { "type": "json_link", - "records_key": ["data"], - "next_key": ["links", "next"], + "records_path": "data", + "next_path": ["links", "next"], }, }, { @@ -199,7 +200,7 @@ }, "expected": { "type": "page_number", - "records_key": ["data"], + "records_path": "data", }, }, { @@ -212,7 +213,7 @@ }, "expected": { "type": "page_number", - "records_key": ["items"], + "records_path": "items", }, }, { @@ -225,7 +226,7 @@ }, "expected": { "type": "page_number", - "records_key": ["articles"], + "records_path": "articles", }, }, { @@ -240,7 +241,7 @@ }, "expected": { "type": "offset_limit", - "records_key": ["feed"], + "records_path": "feed", }, }, { @@ -258,7 +259,7 @@ }, "expected": { "type": "page_number", - "records_key": ["query_results"], + "records_path": "query_results", }, }, { @@ -276,7 +277,7 @@ }, "expected": { "type": "page_number", - "records_key": ["posts"], + "records_path": "posts", }, }, { @@ -294,29 +295,30 @@ }, "expected": { "type": "page_number", - "records_key": ["catalog"], + "records_path": "catalog", }, }, ] @pytest.mark.parametrize("test_case", TEST_RESPONSES) -def test_find_records_key(test_case): +def test_find_records(test_case): response = test_case["response"] - expected = test_case["expected"]["records_key"] + expected = test_case["expected"]["records_path"] r = find_records(response) # all of them look fine mostly because those are simple cases... # case 7 fails because it is nested but in fact we select a right response - assert r is create_nested_accessor(expected)(response) + # assert r is create_nested_accessor(expected)(response) + assert r == jsonpath.find_values(expected, response)[0] @pytest.mark.parametrize("test_case", TEST_RESPONSES) def test_find_next_page_key(test_case): response = test_case["response"] expected = test_case.get("expected").get( - "next_key", None - ) # Some cases may not have next_key - assert find_next_page_key(response) == expected + "next_path", None + ) # Some cases may not have next_path + assert find_next_page_path(response) == expected @pytest.mark.skip