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#
# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
#
import json
import logging
import os
import sys
from copy import deepcopy
from pathlib import Path
from typing import Any, List, Mapping
from unittest.mock import call, patch
import pytest
import requests
import yaml
from jsonschema.exceptions import ValidationError
import unit_tests.sources.declarative.external_component # Needed for dynamic imports to work
from airbyte_cdk.models import (
AirbyteLogMessage,
AirbyteMessage,
AirbyteStream,
ConfiguredAirbyteCatalog,
ConfiguredAirbyteStream,
DestinationSyncMode,
Level,
SyncMode,
Type,
)
from airbyte_cdk.sources.declarative.declarative_stream import DeclarativeStream
from airbyte_cdk.sources.declarative.manifest_declarative_source import ManifestDeclarativeSource
from airbyte_cdk.sources.declarative.retrievers.simple_retriever import SimpleRetriever
logger = logging.getLogger("airbyte")
EXTERNAL_CONNECTION_SPECIFICATION = {
"type": "object",
"required": ["api_token"],
"additionalProperties": False,
"properties": {"api_token": {"type": "string"}},
}
class MockManifestDeclarativeSource(ManifestDeclarativeSource):
"""
Mock test class that is needed to monkey patch how we read from various files that make up a declarative source because of how our
tests write configuration files during testing. It is also used to properly namespace where files get written in specific
cases like when we temporarily write files like spec.yaml to the package unit_tests, which is the directory where it will
be read in during the tests.
"""
class TestManifestDeclarativeSource:
@pytest.fixture
def use_external_yaml_spec(self):
# Our way of resolving the absolute path to root of the airbyte-cdk unit test directory where spec.yaml files should
# be written to (i.e. ~/airbyte/airbyte-cdk/python/unit-tests) because that is where they are read from during testing.
module = sys.modules[__name__]
module_path = os.path.abspath(module.__file__)
test_path = os.path.dirname(module_path)
spec_root = test_path.split("/sources/declarative")[0]
spec = {
"documentationUrl": "https://airbyte.com/#yaml-from-external",
"connectionSpecification": EXTERNAL_CONNECTION_SPECIFICATION,
}
yaml_path = os.path.join(spec_root, "spec.yaml")
with open(yaml_path, "w") as f:
f.write(yaml.dump(spec))
yield
os.remove(yaml_path)
@pytest.fixture
def _base_manifest(self):
"""Base manifest without streams or dynamic streams."""
return {
"version": "3.8.2",
"description": "This is a sample source connector that is very valid.",
"check": {"type": "CheckStream", "stream_names": ["lists"]},
}
@pytest.fixture
def _declarative_stream(self):
def declarative_stream_config(
name="lists", requester_type="HttpRequester", custom_requester=None
):
"""Generates a DeclarativeStream configuration."""
requester_config = {
"type": requester_type,
"path": "/v3/marketing/lists",
"authenticator": {
"type": "BearerAuthenticator",
"api_token": "{{ config.apikey }}",
},
"request_parameters": {"page_size": "{{ 10 }}"},
}
if custom_requester:
requester_config.update(custom_requester)
return {
"type": "DeclarativeStream",
"$parameters": {
"name": name,
"primary_key": "id",
"url_base": "https://api.sendgrid.com",
},
"schema_loader": {
"name": "{{ parameters.stream_name }}",
"file_path": f"./source_sendgrid/schemas/{{{{ parameters.name }}}}.yaml",
},
"retriever": {
"paginator": {
"type": "DefaultPaginator",
"page_size": 10,
"page_size_option": {
"type": "RequestOption",
"inject_into": "request_parameter",
"field_name": "page_size",
},
"page_token_option": {"type": "RequestPath"},
"pagination_strategy": {
"type": "CursorPagination",
"cursor_value": "{{ response._metadata.next }}",
"page_size": 10,
},
},
"requester": requester_config,
"record_selector": {"extractor": {"field_path": ["result"]}},
},
}
return declarative_stream_config
@pytest.fixture
def _dynamic_declarative_stream(self, _declarative_stream):
"""Generates a DynamicDeclarativeStream configuration."""
return {
"type": "DynamicDeclarativeStream",
"stream_template": _declarative_stream(),
"components_resolver": {
"type": "HttpComponentsResolver",
"$parameters": {
"name": "lists",
"primary_key": "id",
"url_base": "https://api.sendgrid.com",
},
"retriever": {
"paginator": {
"type": "DefaultPaginator",
"page_size": 10,
"page_size_option": {
"type": "RequestOption",
"inject_into": "request_parameter",
"field_name": "page_size",
},
"page_token_option": {"type": "RequestPath"},
"pagination_strategy": {
"type": "CursorPagination",
"cursor_value": "{{ response._metadata.next }}",
"page_size": 10,
},
},
"requester": {
"path": "/v3/marketing/lists",
"authenticator": {
"type": "BearerAuthenticator",
"api_token": "{{ config.apikey }}",
},
"request_parameters": {"page_size": "{{ 10 }}"},
},
"record_selector": {"extractor": {"field_path": ["result"]}},
},
"components_mapping": [
{
"type": "ComponentMappingDefinition",
"field_path": ["name"],
"value": "{{ components_value['name'] }}",
}
],
},
}
def test_valid_manifest(self):
manifest = {
"version": "3.8.2",
"definitions": {},
"description": "This is a sample source connector that is very valid.",
"streams": [
{
"type": "DeclarativeStream",
"$parameters": {
"name": "lists",
"primary_key": "id",
"url_base": "https://api.sendgrid.com",
},
"schema_loader": {
"name": "{{ parameters.stream_name }}",
"file_path": "./source_sendgrid/schemas/{{ parameters.name }}.yaml",
},
"retriever": {
"paginator": {
"type": "DefaultPaginator",
"page_size": 10,
"page_size_option": {
"type": "RequestOption",
"inject_into": "request_parameter",
"field_name": "page_size",
},
"page_token_option": {"type": "RequestPath"},
"pagination_strategy": {
"type": "CursorPagination",
"cursor_value": "{{ response._metadata.next }}",
"page_size": 10,
},
},
"requester": {
"path": "/v3/marketing/lists",
"authenticator": {
"type": "BearerAuthenticator",
"api_token": "{{ config.apikey }}",
},
"request_parameters": {"page_size": "{{ 10 }}"},
},
"record_selector": {"extractor": {"field_path": ["result"]}},
},
},
{
"type": "DeclarativeStream",
"$parameters": {
"name": "stream_with_custom_requester",
"primary_key": "id",
"url_base": "https://api.sendgrid.com",
},
"schema_loader": {
"name": "{{ parameters.stream_name }}",
"file_path": "./source_sendgrid/schemas/{{ parameters.name }}.yaml",
},
"retriever": {
"paginator": {
"type": "DefaultPaginator",
"page_size": 10,
"page_size_option": {
"type": "RequestOption",
"inject_into": "request_parameter",
"field_name": "page_size",
},
"page_token_option": {"type": "RequestPath"},
"pagination_strategy": {
"type": "CursorPagination",
"cursor_value": "{{ response._metadata.next }}",
"page_size": 10,
},
},
"requester": {
"type": "CustomRequester",
"class_name": "unit_tests.sources.declarative.external_component.SampleCustomComponent",
"path": "/v3/marketing/lists",
"custom_request_parameters": {"page_size": 10},
},
"record_selector": {"extractor": {"field_path": ["result"]}},
},
},
],
"check": {"type": "CheckStream", "stream_names": ["lists"]},
}
assert "unit_tests" in sys.modules
assert "unit_tests.sources" in sys.modules
assert "unit_tests.sources.declarative" in sys.modules
assert "unit_tests.sources.declarative.external_component" in sys.modules
source = ManifestDeclarativeSource(source_config=manifest)
check_stream = source.connection_checker
check_stream.check_connection(source, logging.getLogger(""), {})
streams = source.streams({})
assert len(streams) == 2
assert isinstance(streams[0], DeclarativeStream)
assert isinstance(streams[1], DeclarativeStream)
assert (
source.resolved_manifest["description"]
== "This is a sample source connector that is very valid."
)
def test_manifest_with_spec(self):
manifest = {
"version": "0.29.3",
"definitions": {
"schema_loader": {
"name": "{{ parameters.stream_name }}",
"file_path": "./source_sendgrid/schemas/{{ parameters.name }}.yaml",
},
"retriever": {
"paginator": {
"type": "DefaultPaginator",
"page_size": 10,
"page_size_option": {
"type": "RequestOption",
"inject_into": "request_parameter",
"field_name": "page_size",
},
"page_token_option": {"type": "RequestPath"},
"pagination_strategy": {
"type": "CursorPagination",
"cursor_value": "{{ response._metadata.next }}",
},
},
"requester": {
"path": "/v3/marketing/lists",
"authenticator": {
"type": "BearerAuthenticator",
"api_token": "{{ config.apikey }}",
},
"request_parameters": {"page_size": "{{ 10 }}"},
},
"record_selector": {"extractor": {"field_path": ["result"]}},
},
},
"streams": [
{
"type": "DeclarativeStream",
"$parameters": {
"name": "lists",
"primary_key": "id",
"url_base": "https://api.sendgrid.com",
},
"schema_loader": {
"name": "{{ parameters.stream_name }}",
"file_path": "./source_sendgrid/schemas/{{ parameters.name }}.yaml",
},
"retriever": {
"paginator": {
"type": "DefaultPaginator",
"page_size": 10,
"page_size_option": {
"type": "RequestOption",
"inject_into": "request_parameter",
"field_name": "page_size",
},
"page_token_option": {"type": "RequestPath"},
"pagination_strategy": {
"type": "CursorPagination",
"cursor_value": "{{ response._metadata.next }}",
},
},
"requester": {
"path": "/v3/marketing/lists",
"authenticator": {
"type": "BearerAuthenticator",
"api_token": "{{ config.apikey }}",
},
"request_parameters": {"page_size": "{{ 10 }}"},
},
"record_selector": {"extractor": {"field_path": ["result"]}},
},
}
],
"check": {"type": "CheckStream", "stream_names": ["lists"]},
"spec": {
"type": "Spec",
"documentation_url": "https://airbyte.com/#yaml-from-manifest",
"connection_specification": {
"title": "Test Spec",
"type": "object",
"required": ["api_key"],
"additionalProperties": False,
"properties": {
"api_key": {
"type": "string",
"airbyte_secret": True,
"title": "API Key",
"description": "Test API Key",
"order": 0,
}
},
},
},
}
source = ManifestDeclarativeSource(source_config=manifest)
connector_specification = source.spec(logger)
assert connector_specification is not None
assert connector_specification.documentationUrl == "https://airbyte.com/#yaml-from-manifest"
assert connector_specification.connectionSpecification["title"] == "Test Spec"
assert connector_specification.connectionSpecification["required"][0] == "api_key"
assert connector_specification.connectionSpecification["additionalProperties"] is False
assert connector_specification.connectionSpecification["properties"]["api_key"] == {
"type": "string",
"airbyte_secret": True,
"title": "API Key",
"description": "Test API Key",
"order": 0,
}
def test_manifest_with_external_spec(self, use_external_yaml_spec):
manifest = {
"version": "0.29.3",
"definitions": {
"schema_loader": {
"name": "{{ parameters.stream_name }}",
"file_path": "./source_sendgrid/schemas/{{ parameters.name }}.yaml",
},
"retriever": {
"paginator": {
"type": "DefaultPaginator",
"page_size": 10,
"page_size_option": {
"type": "RequestOption",
"inject_into": "request_parameter",
"field_name": "page_size",
},
"page_token_option": {"type": "RequestPath"},
"pagination_strategy": {
"type": "CursorPagination",
"cursor_value": "{{ response._metadata.next }}",
},
},
"requester": {
"path": "/v3/marketing/lists",
"authenticator": {
"type": "BearerAuthenticator",
"api_token": "{{ config.apikey }}",
},
"request_parameters": {"page_size": "{{ 10 }}"},
},
"record_selector": {"extractor": {"field_path": ["result"]}},
},
},
"streams": [
{
"type": "DeclarativeStream",
"$parameters": {
"name": "lists",
"primary_key": "id",
"url_base": "https://api.sendgrid.com",
},
"schema_loader": {
"name": "{{ parameters.stream_name }}",
"file_path": "./source_sendgrid/schemas/{{ parameters.name }}.yaml",
},
"retriever": {
"paginator": {
"type": "DefaultPaginator",
"page_size": 10,
"page_size_option": {
"type": "RequestOption",
"inject_into": "request_parameter",
"field_name": "page_size",
},
"page_token_option": {"type": "RequestPath"},
"pagination_strategy": {
"type": "CursorPagination",
"cursor_value": "{{ response._metadata.next }}",
},
},
"requester": {
"path": "/v3/marketing/lists",
"authenticator": {
"type": "BearerAuthenticator",
"api_token": "{{ config.apikey }}",
},
"request_parameters": {"page_size": "{{ 10 }}"},
},
"record_selector": {"extractor": {"field_path": ["result"]}},
},
}
],
"check": {"type": "CheckStream", "stream_names": ["lists"]},
}
source = MockManifestDeclarativeSource(source_config=manifest)
connector_specification = source.spec(logger)
assert connector_specification.documentationUrl == "https://airbyte.com/#yaml-from-external"
assert connector_specification.connectionSpecification == EXTERNAL_CONNECTION_SPECIFICATION
def test_source_is_not_created_if_toplevel_fields_are_unknown(self):
manifest = {
"version": "0.29.3",
"definitions": {
"schema_loader": {
"name": "{{ parameters.stream_name }}",
"file_path": "./source_sendgrid/schemas/{{ parameters.name }}.yaml",
},
"retriever": {
"paginator": {
"type": "DefaultPaginator",
"page_size": 10,
"page_size_option": {
"type": "RequestOption",
"inject_into": "request_parameter",
"field_name": "page_size",
},
"page_token_option": {"type": "RequestPath"},
"pagination_strategy": {
"type": "CursorPagination",
"cursor_value": "{{ response._metadata.next }}",
},
},
"requester": {
"path": "/v3/marketing/lists",
"authenticator": {
"type": "BearerAuthenticator",
"api_token": "{{ config.apikey }}",
},
"request_parameters": {"page_size": 10},
},
"record_selector": {"extractor": {"field_path": ["result"]}},
},
},
"streams": [
{
"type": "DeclarativeStream",
"$parameters": {
"name": "lists",
"primary_key": "id",
"url_base": "https://api.sendgrid.com",
},
"schema_loader": {
"name": "{{ parameters.stream_name }}",
"file_path": "./source_sendgrid/schemas/{{ parameters.name }}.yaml",
},
"retriever": {
"paginator": {
"type": "DefaultPaginator",
"page_size": 10,
"page_size_option": {
"type": "RequestOption",
"inject_into": "request_parameter",
"field_name": "page_size",
},
"page_token_option": {"type": "RequestPath"},
"pagination_strategy": {
"type": "CursorPagination",
"cursor_value": "{{ response._metadata.next }}",
},
},
"requester": {
"path": "/v3/marketing/lists",
"authenticator": {
"type": "BearerAuthenticator",
"api_token": "{{ config.apikey }}",
},
"request_parameters": {"page_size": 10},
},
"record_selector": {"extractor": {"field_path": ["result"]}},
},
}
],
"check": {"type": "CheckStream", "stream_names": ["lists"]},
"not_a_valid_field": "error",
}
with pytest.raises(ValidationError):
ManifestDeclarativeSource(source_config=manifest)
def test_source_missing_checker_fails_validation(self):
manifest = {
"version": "0.29.3",
"definitions": {
"schema_loader": {
"name": "{{ parameters.stream_name }}",
"file_path": "./source_sendgrid/schemas/{{ parameters.name }}.yaml",
},
"retriever": {
"paginator": {
"type": "DefaultPaginator",
"page_size": 10,
"page_size_option": {
"type": "RequestOption",
"inject_into": "request_parameter",
"field_name": "page_size",
},
"page_token_option": {"type": "RequestPath"},
"pagination_strategy": {
"type": "CursorPagination",
"cursor_value": "{{ response._metadata.next }}",
},
},
"requester": {
"path": "/v3/marketing/lists",
"authenticator": {
"type": "BearerAuthenticator",
"api_token": "{{ config.apikey }}",
},
"request_parameters": {"page_size": 10},
},
"record_selector": {"extractor": {"field_path": ["result"]}},
},
},
"streams": [
{
"type": "DeclarativeStream",
"$parameters": {
"name": "lists",
"primary_key": "id",
"url_base": "https://api.sendgrid.com",
},
"schema_loader": {
"name": "{{ parameters.stream_name }}",
"file_path": "./source_sendgrid/schemas/{{ parameters.name }}.yaml",
},
"retriever": {
"paginator": {
"type": "DefaultPaginator",
"page_size": 10,
"page_size_option": {
"type": "RequestOption",
"inject_into": "request_parameter",
"field_name": "page_size",
},
"page_token_option": {"type": "RequestPath"},
"pagination_strategy": {
"type": "CursorPagination",
"cursor_value": "{{ response._metadata.next }}",
},
},
"requester": {
"path": "/v3/marketing/lists",
"authenticator": {
"type": "BearerAuthenticator",
"api_token": "{{ config.apikey }}",
},
"request_parameters": {"page_size": 10},
},
"record_selector": {"extractor": {"field_path": ["result"]}},
},
}
],
}
with pytest.raises(ValidationError):
ManifestDeclarativeSource(source_config=manifest)
def test_source_with_missing_streams_and_dynamic_streams_fails(
self, _base_manifest, _dynamic_declarative_stream, _declarative_stream
):
# test case for manifest without streams or dynamic streams
manifest_without_streams_and_dynamic_streams = _base_manifest
with pytest.raises(ValidationError):
ManifestDeclarativeSource(source_config=manifest_without_streams_and_dynamic_streams)
# test case for manifest with streams
manifest_with_streams = {
**manifest_without_streams_and_dynamic_streams,
"streams": [
_declarative_stream(name="lists"),
_declarative_stream(
name="stream_with_custom_requester",
requester_type="CustomRequester",
custom_requester={
"class_name": "unit_tests.sources.declarative.external_component.SampleCustomComponent",
"custom_request_parameters": {"page_size": 10},
},
),
],
}
ManifestDeclarativeSource(source_config=manifest_with_streams)
# test case for manifest with dynamic streams
manifest_with_dynamic_streams = {
**manifest_without_streams_and_dynamic_streams,
"dynamic_streams": [_dynamic_declarative_stream],
}
ManifestDeclarativeSource(source_config=manifest_with_dynamic_streams)
def test_source_with_missing_version_fails(self):
manifest = {
"definitions": {
"schema_loader": {
"name": "{{ parameters.stream_name }}",
"file_path": "./source_sendgrid/schemas/{{ parameters.name }}.yaml",
},
"retriever": {
"paginator": {
"type": "DefaultPaginator",
"page_size": 10,
"page_size_option": {
"type": "RequestOption",
"inject_into": "request_parameter",
"field_name": "page_size",
},
"page_token_option": {"type": "RequestPath"},
"pagination_strategy": {
"type": "CursorPagination",
"cursor_value": "{{ response._metadata.next }}",
},
},
"requester": {
"path": "/v3/marketing/lists",
"authenticator": {
"type": "BearerAuthenticator",
"api_token": "{{ config.apikey }}",
},
"request_parameters": {"page_size": 10},
},
"record_selector": {"extractor": {"field_path": ["result"]}},
},
},
"streams": [
{
"type": "DeclarativeStream",
"$parameters": {
"name": "lists",
"primary_key": "id",
"url_base": "https://api.sendgrid.com",
},
"schema_loader": {
"name": "{{ parameters.stream_name }}",
"file_path": "./source_sendgrid/schemas/{{ parameters.name }}.yaml",
},
"retriever": {
"paginator": {
"type": "DefaultPaginator",
"page_size": 10,
"page_size_option": {
"type": "RequestOption",
"inject_into": "request_parameter",
"field_name": "page_size",
},
"page_token_option": {"type": "RequestPath"},
"pagination_strategy": {
"type": "CursorPagination",
"cursor_value": "{{ response._metadata.next }}",
},
},
"requester": {
"path": "/v3/marketing/lists",
"authenticator": {
"type": "BearerAuthenticator",
"api_token": "{{ config.apikey }}",
},
"request_parameters": {"page_size": 10},
},
"record_selector": {"extractor": {"field_path": ["result"]}},
},
}
],
"check": {"type": "CheckStream", "stream_names": ["lists"]},
}
with pytest.raises(ValidationError):
ManifestDeclarativeSource(source_config=manifest)
@pytest.mark.parametrize(
"cdk_version, manifest_version, expected_error",
[
pytest.param(
"0.35.0", "0.30.0", None, id="manifest_version_less_than_cdk_package_should_run"
),
pytest.param(
"1.5.0",
"0.29.0",
None,
id="manifest_version_less_than_cdk_major_package_should_run",
),
pytest.param(
"0.29.0", "0.29.0", None, id="manifest_version_matching_cdk_package_should_run"
),
pytest.param(
"0.29.0",
"0.25.0",
ValidationError,
id="manifest_version_before_beta_that_uses_the_beta_0.29.0_cdk_package_should_throw_error",
),
pytest.param(
"1.5.0",
"0.25.0",
ValidationError,
id="manifest_version_before_beta_that_uses_package_later_major_version_than_beta_0.29.0_cdk_package_should_throw_error",
),
pytest.param(
"0.34.0",
"0.35.0",
ValidationError,
id="manifest_version_greater_than_cdk_package_should_throw_error",
),
pytest.param(
"0.29.0", "-1.5.0", ValidationError, id="manifest_version_has_invalid_major_format"
),
pytest.param(
"0.29.0",
"0.invalid.0",
ValidationError,
id="manifest_version_has_invalid_minor_format",
),
pytest.param(
"0.29.0",
"0.29.0rc1",
None,
id="manifest_version_is_release_candidate",
),
pytest.param(
"0.29.0rc1",
"0.29.0",
None,
id="cdk_version_is_release_candidate",
),
pytest.param(
"0.29.0",
"0.29.0.0.3", # packaging library does not complain and the parts are ignored during comparisons.
None,
id="manifest_version_has_extra_version_parts",
),
pytest.param(
"0.29.0", "5.0", ValidationError, id="manifest_version_has_too_few_version_parts"
),
pytest.param(
"0.29.0:dev", "0.29.0", ValidationError, id="manifest_version_has_extra_release"
),
],
)
@patch("importlib.metadata.version")
def test_manifest_versions(
self,
version,
cdk_version,
manifest_version,
expected_error,
) -> None:
# Used to mock the metadata.version() for test scenarios which normally returns the actual version of the airbyte-cdk package
version.return_value = cdk_version
manifest = {
"version": manifest_version,
"definitions": {},
"streams": [
{
"type": "DeclarativeStream",
"$parameters": {
"name": "lists",
"primary_key": "id",
"url_base": "https://api.sendgrid.com",
},
"schema_loader": {
"name": "{{ parameters.stream_name }}",
"file_path": "./source_sendgrid/schemas/{{ parameters.name }}.yaml",
},
"retriever": {
"paginator": {
"type": "DefaultPaginator",
"page_size": 10,
"page_size_option": {
"type": "RequestOption",
"inject_into": "request_parameter",
"field_name": "page_size",
},
"page_token_option": {"type": "RequestPath"},
"pagination_strategy": {
"type": "CursorPagination",
"cursor_value": "{{ response._metadata.next }}",
"page_size": 10,
},
},
"requester": {
"path": "/v3/marketing/lists",
"authenticator": {
"type": "BearerAuthenticator",
"api_token": "{{ config.apikey }}",
},
"request_parameters": {"page_size": "{{ 10 }}"},
},
"record_selector": {"extractor": {"field_path": ["result"]}},
},
},
{
"type": "DeclarativeStream",
"$parameters": {
"name": "stream_with_custom_requester",
"primary_key": "id",
"url_base": "https://api.sendgrid.com",
},
"schema_loader": {
"name": "{{ parameters.stream_name }}",
"file_path": "./source_sendgrid/schemas/{{ parameters.name }}.yaml",
},
"retriever": {
"paginator": {
"type": "DefaultPaginator",
"page_size": 10,
"page_size_option": {
"type": "RequestOption",
"inject_into": "request_parameter",
"field_name": "page_size",
},
"page_token_option": {"type": "RequestPath"},
"pagination_strategy": {
"type": "CursorPagination",
"cursor_value": "{{ response._metadata.next }}",
"page_size": 10,
},
},
"requester": {
"type": "CustomRequester",
"class_name": "unit_tests.sources.declarative.external_component.SampleCustomComponent",
"path": "/v3/marketing/lists",
"custom_request_parameters": {"page_size": 10},
},
"record_selector": {"extractor": {"field_path": ["result"]}},
},
},
],
"check": {"type": "CheckStream", "stream_names": ["lists"]},
}
if expected_error:
with pytest.raises(expected_error):
ManifestDeclarativeSource(source_config=manifest)
else:
ManifestDeclarativeSource(source_config=manifest)
def test_source_with_invalid_stream_config_fails_validation(self):
manifest = {
"version": "0.29.3",
"definitions": {
"schema_loader": {
"name": "{{ parameters.stream_name }}",
"file_path": "./source_sendgrid/schemas/{{ parameters.name }}.yaml",
}
},
"streams": [
{
"type": "DeclarativeStream",
"$parameters": {
"name": "lists",
"primary_key": "id",
"url_base": "https://api.sendgrid.com",
},
"schema_loader": {
"name": "{{ parameters.stream_name }}",
"file_path": "./source_sendgrid/schemas/{{ parameters.name }}.yaml",
},
}
],
"check": {"type": "CheckStream", "stream_names": ["lists"]},
}
with pytest.raises(ValidationError):
ManifestDeclarativeSource(source_config=manifest)
def test_source_with_no_external_spec_and_no_in_yaml_spec_fails(self):
manifest = {
"version": "0.29.3",
"definitions": {
"schema_loader": {
"name": "{{ parameters.stream_name }}",
"file_path": "./source_sendgrid/schemas/{{ parameters.name }}.yaml",
},
"retriever": {
"paginator": {
"type": "DefaultPaginator",
"page_size": 10,
"page_size_option": {
"type": "RequestOption",
"inject_into": "request_parameter",
"field_name": "page_size",
},
"page_token_option": {"type": "RequestPath"},
"pagination_strategy": {
"type": "CursorPagination",
"cursor_value": "{{ response._metadata.next }}",
},
},
"requester": {
"path": "/v3/marketing/lists",
"authenticator": {
"type": "BearerAuthenticator",
"api_token": "{{ config.apikey }}",
},
"request_parameters": {"page_size": "{{ 10 }}"},
},
"record_selector": {"extractor": {"field_path": ["result"]}},
},
},
"streams": [
{
"type": "DeclarativeStream",
"$parameters": {
"name": "lists",
"primary_key": "id",
"url_base": "https://api.sendgrid.com",
},
"schema_loader": {
"name": "{{ parameters.stream_name }}",
"file_path": "./source_sendgrid/schemas/{{ parameters.name }}.yaml",
},
"retriever": {
"paginator": {
"type": "DefaultPaginator",
"page_size": 10,
"page_size_option": {
"type": "RequestOption",
"inject_into": "request_parameter",
"field_name": "page_size",
},
"page_token_option": {"type": "RequestPath"},
"pagination_strategy": {
"type": "CursorPagination",
"cursor_value": "{{ response._metadata.next }}",
},
},
"requester": {
"path": "/v3/marketing/lists",
"authenticator": {