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test_connector_builder_handler.py
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#
# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
#
import copy
import dataclasses
import json
import logging
import os
from typing import Literal
from unittest import mock
from unittest.mock import MagicMock, patch
import orjson
import pytest
import requests
from airbyte_cdk import connector_builder
from airbyte_cdk.connector_builder.connector_builder_handler import (
DEFAULT_MAXIMUM_NUMBER_OF_PAGES_PER_SLICE,
DEFAULT_MAXIMUM_NUMBER_OF_SLICES,
DEFAULT_MAXIMUM_RECORDS,
TestReadLimits,
create_source,
get_limits,
resolve_manifest,
)
from airbyte_cdk.connector_builder.main import (
handle_connector_builder_request,
handle_request,
read_stream,
)
from airbyte_cdk.connector_builder.models import (
LogMessage,
StreamRead,
StreamReadPages,
StreamReadSlices,
)
from airbyte_cdk.models import (
AirbyteLogMessage,
AirbyteMessage,
AirbyteMessageSerializer,
AirbyteRecordMessage,
AirbyteStateBlob,
AirbyteStateMessage,
AirbyteStream,
AirbyteStreamState,
ConfiguredAirbyteCatalog,
ConfiguredAirbyteCatalogSerializer,
ConfiguredAirbyteStream,
ConnectorSpecification,
DestinationSyncMode,
Level,
StreamDescriptor,
SyncMode,
Type,
)
from airbyte_cdk.models import Type as MessageType
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 import SimpleRetrieverTestReadDecorator
from airbyte_cdk.sources.declarative.retrievers.simple_retriever import SimpleRetriever
from airbyte_cdk.test.mock_http import HttpMocker, HttpRequest, HttpResponse
from airbyte_cdk.utils.airbyte_secrets_utils import filter_secrets, update_secrets
from unit_tests.connector_builder.utils import create_configured_catalog
_stream_name = "stream_with_custom_requester"
_stream_primary_key = "id"
_stream_url_base = "https://api.sendgrid.com"
_stream_options = {
"name": _stream_name,
"primary_key": _stream_primary_key,
"url_base": _stream_url_base,
}
_page_size = 2
_A_STATE = [
AirbyteStateMessage(
type="STREAM",
stream=AirbyteStreamState(
stream_descriptor=StreamDescriptor(name=_stream_name),
stream_state=AirbyteStateBlob({"key": "value"}),
),
)
]
_A_PER_PARTITION_STATE = [
AirbyteStateMessage(
type="STREAM",
stream=AirbyteStreamState(
stream_descriptor=StreamDescriptor(name=_stream_name),
stream_state=AirbyteStateBlob(
{
"states": [
{
"partition": {"key": "value"},
"cursor": {"item_id": 0},
},
],
"parent_state": {},
}
),
),
)
]
MANIFEST = {
"version": "0.30.3",
"definitions": {
"retriever": {
"paginator": {
"type": "DefaultPaginator",
"page_size": _page_size,
"page_size_option": {"inject_into": "request_parameter", "field_name": "page_size"},
"page_token_option": {"inject_into": "path", "type": "RequestPath"},
"pagination_strategy": {
"type": "CursorPagination",
"cursor_value": "{{ response._metadata.next }}",
"page_size": _page_size,
},
},
"partition_router": {
"type": "ListPartitionRouter",
"values": ["0", "1", "2", "3", "4", "5", "6", "7"],
"cursor_field": "item_id",
},
"" "requester": {
"path": "/v3/marketing/lists",
"authenticator": {
"type": "BearerAuthenticator",
"api_token": "{{ config.apikey }}",
},
"request_parameters": {"a_param": "10"},
},
"record_selector": {"extractor": {"field_path": ["result"]}},
},
},
"streams": [
{
"type": "DeclarativeStream",
"$parameters": _stream_options,
"retriever": "#/definitions/retriever",
},
],
"check": {"type": "CheckStream", "stream_names": ["lists"]},
"spec": {
"connection_specification": {
"$schema": "http://json-schema.org/draft-07/schema#",
"type": "object",
"required": [],
"properties": {},
"additionalProperties": True,
},
"type": "Spec",
},
}
DYNAMIC_STREAM_MANIFEST = {
"version": "0.30.3",
"definitions": {
"retriever": {
"paginator": {
"type": "DefaultPaginator",
"page_size": _page_size,
"page_size_option": {"inject_into": "request_parameter", "field_name": "page_size"},
"page_token_option": {"inject_into": "path", "type": "RequestPath"},
"pagination_strategy": {
"type": "CursorPagination",
"cursor_value": "{{ response._metadata.next }}",
"page_size": _page_size,
},
},
"partition_router": {
"type": "ListPartitionRouter",
"values": ["0", "1", "2", "3", "4", "5", "6", "7"],
"cursor_field": "item_id",
},
"" "requester": {
"path": "/v3/marketing/lists",
"authenticator": {
"type": "BearerAuthenticator",
"api_token": "{{ config.apikey }}",
},
"request_parameters": {"a_param": "10"},
},
"record_selector": {"extractor": {"field_path": ["result"]}},
},
},
"streams": [
{
"type": "DeclarativeStream",
"$parameters": _stream_options,
"retriever": "#/definitions/retriever",
},
],
"check": {"type": "CheckStream", "stream_names": ["lists"]},
"spec": {
"connection_specification": {
"$schema": "http://json-schema.org/draft-07/schema#",
"type": "object",
"required": [],
"properties": {},
"additionalProperties": True,
},
"type": "Spec",
},
"dynamic_streams": [
{
"type": "DynamicDeclarativeStream",
"name": "TestDynamicStream",
"stream_template": {
"type": "DeclarativeStream",
"name": "",
"primary_key": [],
"schema_loader": {
"type": "InlineSchemaLoader",
"schema": {
"$schema": "http://json-schema.org/schema#",
"properties": {
"ABC": {"type": "number"},
"AED": {"type": "number"},
},
"type": "object",
},
},
"retriever": {
"type": "SimpleRetriever",
"requester": {
"type": "HttpRequester",
"url_base": "https://api.test.com",
"path": "",
"http_method": "GET",
"authenticator": {
"type": "ApiKeyAuthenticator",
"header": "apikey",
"api_token": "{{ config['api_key'] }}",
},
},
"record_selector": {
"type": "RecordSelector",
"extractor": {"type": "DpathExtractor", "field_path": []},
},
"paginator": {"type": "NoPagination"},
},
},
"components_resolver": {
"type": "HttpComponentsResolver",
"retriever": {
"type": "SimpleRetriever",
"requester": {
"type": "HttpRequester",
"url_base": "https://api.test.com",
"path": "parent/{{ stream_partition.parent_id }}/items",
"http_method": "GET",
"authenticator": {
"type": "ApiKeyAuthenticator",
"header": "apikey",
"api_token": "{{ config['api_key'] }}",
},
},
"record_selector": {
"type": "RecordSelector",
"extractor": {"type": "DpathExtractor", "field_path": []},
},
"paginator": {"type": "NoPagination"},
"partition_router": {
"type": "SubstreamPartitionRouter",
"parent_stream_configs": [
{
"type": "ParentStreamConfig",
"parent_key": "id",
"partition_field": "parent_id",
"stream": {
"type": "DeclarativeStream",
"name": "parent",
"retriever": {
"type": "SimpleRetriever",
"requester": {
"type": "HttpRequester",
"url_base": "https://api.test.com",
"path": "/parents",
"http_method": "GET",
"authenticator": {
"type": "ApiKeyAuthenticator",
"header": "apikey",
"api_token": "{{ config['api_key'] }}",
},
},
"record_selector": {
"type": "RecordSelector",
"extractor": {
"type": "DpathExtractor",
"field_path": [],
},
},
},
"schema_loader": {
"type": "InlineSchemaLoader",
"schema": {
"$schema": "http://json-schema.org/schema#",
"properties": {"id": {"type": "integer"}},
"type": "object",
},
},
},
}
],
},
},
"components_mapping": [
{
"type": "ComponentMappingDefinition",
"field_path": ["name"],
"value": "parent_{{stream_slice['parent_id']}}_{{components_values['name']}}",
},
{
"type": "ComponentMappingDefinition",
"field_path": [
"retriever",
"requester",
"path",
],
"value": "{{ stream_slice['parent_id'] }}/{{ components_values['id'] }}",
},
],
},
}
],
}
OAUTH_MANIFEST = {
"version": "0.30.3",
"definitions": {
"retriever": {
"paginator": {
"type": "DefaultPaginator",
"page_size": _page_size,
"page_size_option": {"inject_into": "request_parameter", "field_name": "page_size"},
"page_token_option": {"inject_into": "path", "type": "RequestPath"},
"pagination_strategy": {
"type": "CursorPagination",
"cursor_value": "{{ response.next }}",
"page_size": _page_size,
},
},
"partition_router": {
"type": "ListPartitionRouter",
"values": ["0", "1", "2", "3", "4", "5", "6", "7"],
"cursor_field": "item_id",
},
"" "requester": {
"path": "/v3/marketing/lists",
"authenticator": {"type": "OAuthAuthenticator", "api_token": "{{ config.apikey }}"},
"request_parameters": {"a_param": "10"},
},
"record_selector": {"extractor": {"field_path": ["result"]}},
},
},
"streams": [
{
"type": "DeclarativeStream",
"$parameters": _stream_options,
"retriever": "#/definitions/retriever",
},
],
"check": {"type": "CheckStream", "stream_names": ["lists"]},
"spec": {
"connection_specification": {
"$schema": "http://json-schema.org/draft-07/schema#",
"type": "object",
"required": [],
"properties": {},
"additionalProperties": True,
},
"type": "Spec",
},
}
RESOLVE_MANIFEST_CONFIG = {
"__injected_declarative_manifest": MANIFEST,
"__command": "resolve_manifest",
}
RESOLVE_DYNAMIC_STREAM_MANIFEST_CONFIG = {
"__injected_declarative_manifest": DYNAMIC_STREAM_MANIFEST,
"__command": "full_resolve_manifest",
}
TEST_READ_CONFIG = {
"__injected_declarative_manifest": MANIFEST,
"__command": "test_read",
"__test_read_config": {"max_pages_per_slice": 2, "max_slices": 5, "max_records": 10},
}
DUMMY_CATALOG = {
"streams": [
{
"stream": {
"name": "dummy_stream",
"json_schema": {
"$schema": "http://json-schema.org/draft-07/schema#",
"type": "object",
"properties": {},
},
"supported_sync_modes": ["full_refresh"],
"source_defined_cursor": False,
},
"sync_mode": "full_refresh",
"destination_sync_mode": "overwrite",
}
]
}
CONFIGURED_CATALOG = {
"streams": [
{
"stream": {
"name": _stream_name,
"json_schema": {
"$schema": "http://json-schema.org/draft-07/schema#",
"type": "object",
"properties": {},
},
"supported_sync_modes": ["full_refresh"],
"source_defined_cursor": False,
},
"sync_mode": "full_refresh",
"destination_sync_mode": "overwrite",
}
]
}
MOCK_RESPONSE = {
"result": [
{"id": 1, "name": "Nora Moon", "position": "director"},
{"id": 2, "name": "Hae Sung Jung", "position": "cinematographer"},
{"id": 3, "name": "Arthur Zenneranski", "position": "composer"},
]
}
@pytest.fixture
def valid_resolve_manifest_config_file(tmp_path):
config_file = tmp_path / "config.json"
config_file.write_text(json.dumps(RESOLVE_MANIFEST_CONFIG))
return config_file
@pytest.fixture
def valid_read_config_file(tmp_path):
config_file = tmp_path / "config.json"
config_file.write_text(json.dumps(TEST_READ_CONFIG))
return config_file
@pytest.fixture
def dummy_catalog(tmp_path):
config_file = tmp_path / "catalog.json"
config_file.write_text(json.dumps(DUMMY_CATALOG))
return config_file
@pytest.fixture
def configured_catalog(tmp_path):
config_file = tmp_path / "catalog.json"
config_file.write_text(json.dumps(CONFIGURED_CATALOG))
return config_file
@pytest.fixture
def invalid_config_file(tmp_path):
invalid_config = copy.deepcopy(RESOLVE_MANIFEST_CONFIG)
invalid_config["__command"] = "bad_command"
config_file = tmp_path / "config.json"
config_file.write_text(json.dumps(invalid_config))
return config_file
def _mocked_send(self, request, **kwargs) -> requests.Response:
"""
Mocks the outbound send operation to provide faster and more reliable responses compared to actual API requests
"""
response = requests.Response()
response.request = request
response.status_code = 200
response.headers = {"header": "value"}
response_body = MOCK_RESPONSE
response._content = json.dumps(response_body).encode("utf-8")
return response
def test_handle_resolve_manifest(valid_resolve_manifest_config_file, dummy_catalog):
with mock.patch.object(
connector_builder.main,
"handle_connector_builder_request",
return_value=AirbyteMessage(type=MessageType.RECORD),
) as patched_handle:
handle_request(
[
"read",
"--config",
str(valid_resolve_manifest_config_file),
"--catalog",
str(dummy_catalog),
]
)
assert patched_handle.call_count == 1
def test_handle_test_read(valid_read_config_file, configured_catalog):
with mock.patch.object(
connector_builder.main,
"handle_connector_builder_request",
return_value=AirbyteMessage(type=MessageType.RECORD),
) as patch:
handle_request(
["read", "--config", str(valid_read_config_file), "--catalog", str(configured_catalog)]
)
assert patch.call_count == 1
def test_resolve_manifest(valid_resolve_manifest_config_file):
config = copy.deepcopy(RESOLVE_MANIFEST_CONFIG)
command = "resolve_manifest"
config["__command"] = command
source = ManifestDeclarativeSource(source_config=MANIFEST)
limits = TestReadLimits()
resolved_manifest = handle_connector_builder_request(
source, command, config, create_configured_catalog("dummy_stream"), _A_STATE, limits
)
expected_resolved_manifest = {
"type": "DeclarativeSource",
"version": "0.30.3",
"definitions": {
"retriever": {
"paginator": {
"type": "DefaultPaginator",
"page_size": _page_size,
"page_size_option": {
"inject_into": "request_parameter",
"field_name": "page_size",
},
"page_token_option": {"inject_into": "path", "type": "RequestPath"},
"pagination_strategy": {
"type": "CursorPagination",
"cursor_value": "{{ response._metadata.next }}",
"page_size": _page_size,
},
},
"partition_router": {
"type": "ListPartitionRouter",
"values": ["0", "1", "2", "3", "4", "5", "6", "7"],
"cursor_field": "item_id",
},
"requester": {
"path": "/v3/marketing/lists",
"authenticator": {
"type": "BearerAuthenticator",
"api_token": "{{ config.apikey }}",
},
"request_parameters": {"a_param": "10"},
},
"record_selector": {"extractor": {"field_path": ["result"]}},
},
},
"streams": [
{
"type": "DeclarativeStream",
"retriever": {
"type": "SimpleRetriever",
"paginator": {
"type": "DefaultPaginator",
"page_size": _page_size,
"page_size_option": {
"type": "RequestOption",
"inject_into": "request_parameter",
"field_name": "page_size",
"name": _stream_name,
"primary_key": _stream_primary_key,
"url_base": _stream_url_base,
"$parameters": _stream_options,
},
"page_token_option": {
"type": "RequestPath",
"inject_into": "path",
"name": _stream_name,
"primary_key": _stream_primary_key,
"url_base": _stream_url_base,
"$parameters": _stream_options,
},
"pagination_strategy": {
"type": "CursorPagination",
"cursor_value": "{{ response._metadata.next }}",
"name": _stream_name,
"primary_key": _stream_primary_key,
"url_base": _stream_url_base,
"$parameters": _stream_options,
"page_size": _page_size,
},
"name": _stream_name,
"primary_key": _stream_primary_key,
"url_base": _stream_url_base,
"$parameters": _stream_options,
},
"requester": {
"type": "HttpRequester",
"path": "/v3/marketing/lists",
"authenticator": {
"type": "BearerAuthenticator",
"api_token": "{{ config.apikey }}",
"name": _stream_name,
"primary_key": _stream_primary_key,
"url_base": _stream_url_base,
"$parameters": _stream_options,
},
"request_parameters": {"a_param": "10"},
"name": _stream_name,
"primary_key": _stream_primary_key,
"url_base": _stream_url_base,
"$parameters": _stream_options,
},
"partition_router": {
"type": "ListPartitionRouter",
"values": ["0", "1", "2", "3", "4", "5", "6", "7"],
"cursor_field": "item_id",
"name": _stream_name,
"primary_key": _stream_primary_key,
"url_base": _stream_url_base,
"$parameters": _stream_options,
},
"record_selector": {
"type": "RecordSelector",
"extractor": {
"type": "DpathExtractor",
"field_path": ["result"],
"name": _stream_name,
"primary_key": _stream_primary_key,
"url_base": _stream_url_base,
"$parameters": _stream_options,
},
"name": _stream_name,
"primary_key": _stream_primary_key,
"url_base": _stream_url_base,
"$parameters": _stream_options,
},
"name": _stream_name,
"primary_key": _stream_primary_key,
"url_base": _stream_url_base,
"$parameters": _stream_options,
},
"name": _stream_name,
"primary_key": _stream_primary_key,
"url_base": _stream_url_base,
"$parameters": _stream_options,
},
],
"check": {"type": "CheckStream", "stream_names": ["lists"]},
"spec": {
"connection_specification": {
"$schema": "http://json-schema.org/draft-07/schema#",
"type": "object",
"required": [],
"properties": {},
"additionalProperties": True,
},
"type": "Spec",
},
}
assert resolved_manifest.record.data["manifest"] == expected_resolved_manifest
assert resolved_manifest.record.stream == "resolve_manifest"
def test_resolve_manifest_error_returns_error_response():
class MockManifestDeclarativeSource:
@property
def resolved_manifest(self):
raise ValueError
source = MockManifestDeclarativeSource()
response = resolve_manifest(source)
assert "Error resolving manifest" in response.trace.error.message
def test_read():
config = TEST_READ_CONFIG
source = ManifestDeclarativeSource(source_config=MANIFEST)
real_record = AirbyteRecordMessage(
data={"id": "1234", "key": "value"}, emitted_at=1, stream=_stream_name
)
stream_read = StreamRead(
logs=[{"message": "here be a log message"}],
slices=[
StreamReadSlices(
pages=[StreamReadPages(records=[real_record], request=None, response=None)],
slice_descriptor=None,
state=None,
)
],
auxiliary_requests=[],
test_read_limit_reached=False,
inferred_schema=None,
inferred_datetime_formats=None,
latest_config_update={},
)
expected_airbyte_message = AirbyteMessage(
type=MessageType.RECORD,
record=AirbyteRecordMessage(
stream=_stream_name,
data={
"logs": [{"message": "here be a log message"}],
"slices": [
{
"pages": [{"records": [real_record], "request": None, "response": None}],
"slice_descriptor": None,
"state": None,
"auxiliary_requests": None,
}
],
"test_read_limit_reached": False,
"auxiliary_requests": [],
"inferred_schema": None,
"inferred_datetime_formats": None,
"latest_config_update": {},
},
emitted_at=1,
),
)
limits = TestReadLimits()
with patch(
"airbyte_cdk.connector_builder.test_reader.TestReader.run_test_read",
return_value=stream_read,
) as mock:
output_record = handle_connector_builder_request(
source,
"test_read",
config,
ConfiguredAirbyteCatalogSerializer.load(CONFIGURED_CATALOG),
_A_STATE,
limits,
)
mock.assert_called_with(
source,
config,
ConfiguredAirbyteCatalogSerializer.load(CONFIGURED_CATALOG),
_A_STATE,
limits.max_records,
)
output_record.record.emitted_at = 1
assert (
orjson.dumps(AirbyteMessageSerializer.dump(output_record)).decode()
== orjson.dumps(AirbyteMessageSerializer.dump(expected_airbyte_message)).decode()
)
def test_config_update() -> None:
manifest = copy.deepcopy(MANIFEST)
manifest["definitions"]["retriever"]["requester"]["authenticator"] = {
"type": "OAuthAuthenticator",
"token_refresh_endpoint": "https://oauth.endpoint.com/tokens/bearer",
"client_id": "{{ config['credentials']['client_id'] }}",
"client_secret": "{{ config['credentials']['client_secret'] }}",
"refresh_token": "{{ config['credentials']['refresh_token'] }}",
"refresh_token_updater": {},
}
config = copy.deepcopy(TEST_READ_CONFIG)
config["__injected_declarative_manifest"] = manifest
config["credentials"] = {
"client_id": "a client id",
"client_secret": "a client secret",
"refresh_token": "a refresh token",
}
source = ManifestDeclarativeSource(source_config=manifest)
refresh_request_response = {
"access_token": "an updated access token",
"refresh_token": "an updated refresh token",
"expires_in": 3600,
}
with patch(
"airbyte_cdk.sources.streams.http.requests_native_auth.SingleUseRefreshTokenOauth2Authenticator._make_handled_request",
return_value=refresh_request_response,
):
output = handle_connector_builder_request(
source,
"test_read",
config,
ConfiguredAirbyteCatalogSerializer.load(CONFIGURED_CATALOG),
_A_PER_PARTITION_STATE,
TestReadLimits(),
)
assert output.record.data["latest_config_update"]
@patch("traceback.TracebackException.from_exception")
def test_read_returns_error_response(mock_from_exception):
class MockDeclarativeStream:
@property
def primary_key(self):
return [[]]
@property
def cursor_field(self):
return []
class MockManifestDeclarativeSource:
def streams(self, config):
return [MockDeclarativeStream()]
def read(self, logger, config, catalog, state):
raise ValueError("error_message")
def spec(self, logger: logging.Logger) -> ConnectorSpecification:
connector_specification = mock.Mock()
connector_specification.connectionSpecification = {}
return connector_specification
@property
def check_config_against_spec(self) -> Literal[False]:
return False
stack_trace = "a stack trace"
mock_from_exception.return_value = stack_trace
source = MockManifestDeclarativeSource()
limits = TestReadLimits()
response = read_stream(
source,
TEST_READ_CONFIG,
ConfiguredAirbyteCatalogSerializer.load(CONFIGURED_CATALOG),
_A_STATE,
limits,
)
expected_stream_read = StreamRead(
logs=[LogMessage("error_message", "ERROR", "error_message", "a stack trace")],
slices=[],
test_read_limit_reached=False,
auxiliary_requests=[],
inferred_schema=None,
inferred_datetime_formats={},
latest_config_update=None,
)
expected_message = AirbyteMessage(
type=MessageType.RECORD,
record=AirbyteRecordMessage(
stream=_stream_name, data=dataclasses.asdict(expected_stream_read), emitted_at=1
),
)
response.record.emitted_at = 1
assert response == expected_message
def test_handle_429_response():
response = _create_429_page_response(
{"result": [{"error": "too many requests"}], "_metadata": {"next": "next"}}
)
# Add backoff strategy to avoid default endless backoff loop
TEST_READ_CONFIG["__injected_declarative_manifest"]["definitions"]["retriever"]["requester"][
"error_handler"
] = {"backoff_strategies": [{"type": "ConstantBackoffStrategy", "backoff_time_in_seconds": 5}]}
config = TEST_READ_CONFIG
limits = TestReadLimits()
source = create_source(config, limits)
with patch("requests.Session.send", return_value=response) as mock_send:
response = handle_connector_builder_request(
source,
"test_read",
config,
ConfiguredAirbyteCatalogSerializer.load(CONFIGURED_CATALOG),
_A_PER_PARTITION_STATE,
limits,
)
mock_send.assert_called_once()
@pytest.mark.parametrize(
"command",
[
pytest.param("check", id="test_check_command_error"),
pytest.param("spec", id="test_spec_command_error"),
pytest.param("discover", id="test_discover_command_error"),
pytest.param(None, id="test_command_is_none_error"),
pytest.param("", id="test_command_is_empty_error"),
],
)
def test_invalid_protocol_command(command, valid_resolve_manifest_config_file):
config = copy.deepcopy(RESOLVE_MANIFEST_CONFIG)
config["__command"] = "resolve_manifest"
with pytest.raises(SystemExit):
handle_request(
[command, "--config", str(valid_resolve_manifest_config_file), "--catalog", ""]
)
def test_missing_command(valid_resolve_manifest_config_file):
with pytest.raises(SystemExit):
handle_request(["--config", str(valid_resolve_manifest_config_file), "--catalog", ""])
def test_missing_catalog(valid_resolve_manifest_config_file):
with pytest.raises(SystemExit):
handle_request(["read", "--config", str(valid_resolve_manifest_config_file)])
def test_missing_config(valid_resolve_manifest_config_file):
with pytest.raises(SystemExit):
handle_request(["read", "--catalog", str(valid_resolve_manifest_config_file)])
def test_invalid_config_command(invalid_config_file, dummy_catalog):
with pytest.raises(ValueError):
handle_request(
["read", "--config", str(invalid_config_file), "--catalog", str(dummy_catalog)]
)
@pytest.fixture
def manifest_declarative_source():
return mock.Mock(spec=ManifestDeclarativeSource, autospec=True)
def create_mock_retriever(name, url_base, path):
http_stream = mock.Mock(spec=SimpleRetriever, autospec=True)
http_stream.name = name
http_stream.requester = MagicMock()
http_stream.requester.get_url_base.return_value = url_base
http_stream.requester.get_path.return_value = path
http_stream._paginator_path.return_value = None
return http_stream
def create_mock_declarative_stream(http_stream):
declarative_stream = mock.Mock(spec=DeclarativeStream, autospec=True)
declarative_stream.retriever = http_stream
return declarative_stream
@pytest.mark.parametrize(
"test_name, config, expected_max_records, expected_max_slices, expected_max_pages_per_slice",
[
(
"test_no_test_read_config",
{},
DEFAULT_MAXIMUM_RECORDS,
DEFAULT_MAXIMUM_NUMBER_OF_SLICES,
DEFAULT_MAXIMUM_NUMBER_OF_PAGES_PER_SLICE,
),
(
"test_no_values_set",
{"__test_read_config": {}},
DEFAULT_MAXIMUM_RECORDS,
DEFAULT_MAXIMUM_NUMBER_OF_SLICES,
DEFAULT_MAXIMUM_NUMBER_OF_PAGES_PER_SLICE,
),
(
"test_values_are_set",
{"__test_read_config": {"max_slices": 1, "max_pages_per_slice": 2, "max_records": 3}},
3,
1,
2,
),
],
)
def test_get_limits(
test_name, config, expected_max_records, expected_max_slices, expected_max_pages_per_slice
):
limits = get_limits(config)
assert limits.max_records == expected_max_records
assert limits.max_pages_per_slice == expected_max_pages_per_slice
assert limits.max_slices == expected_max_slices
def test_create_source():
max_records = 3
max_pages_per_slice = 2
max_slices = 1
limits = TestReadLimits(max_records, max_pages_per_slice, max_slices)
config = {"__injected_declarative_manifest": MANIFEST}
source = create_source(config, limits)
assert isinstance(source, ManifestDeclarativeSource)
assert source._constructor._limit_pages_fetched_per_slice == limits.max_pages_per_slice
assert source._constructor._limit_slices_fetched == limits.max_slices
assert source._constructor._disable_cache
def request_log_message(request: dict) -> AirbyteMessage:
return AirbyteMessage(
type=Type.LOG,
log=AirbyteLogMessage(level=Level.INFO, message=f"request:{json.dumps(request)}"),