429 lines
21 KiB
Python
429 lines
21 KiB
Python
#
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# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
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#
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import os
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from argparse import Namespace
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from collections import defaultdict
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from copy import deepcopy
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from typing import Any, List, Mapping, MutableMapping, Union
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from unittest import mock
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from unittest.mock import MagicMock, patch
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import pytest
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import requests
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from airbyte_cdk import AirbyteEntrypoint
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from airbyte_cdk import entrypoint as entrypoint_module
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from airbyte_cdk.models import (
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AirbyteCatalog,
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AirbyteConnectionStatus,
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AirbyteControlConnectorConfigMessage,
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AirbyteControlMessage,
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AirbyteMessage,
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AirbyteRecordMessage,
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AirbyteStateBlob,
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AirbyteStateMessage,
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AirbyteStateType,
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AirbyteStream,
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AirbyteStreamState,
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AirbyteStreamStatus,
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AirbyteStreamStatusTraceMessage,
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AirbyteTraceMessage,
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ConnectorSpecification,
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OrchestratorType,
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Status,
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StreamDescriptor,
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SyncMode,
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TraceType,
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Type,
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)
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from airbyte_cdk.models.airbyte_protocol import AirbyteStateStats
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from airbyte_cdk.sources import Source
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from airbyte_cdk.sources.connector_state_manager import HashableStreamDescriptor
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from airbyte_cdk.utils import AirbyteTracedException
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class MockSource(Source):
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def read(self, **kwargs):
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pass
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def discover(self, **kwargs):
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pass
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def check(self, **kwargs):
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pass
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@property
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def message_repository(self):
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pass
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def _as_arglist(cmd: str, named_args: Mapping[str, Any]) -> List[str]:
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out = [cmd]
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for k, v in named_args.items():
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out.append(f"--{k}")
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if v:
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out.append(v)
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return out
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@pytest.fixture
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def spec_mock(mocker):
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expected = ConnectorSpecification(connectionSpecification={})
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mock = MagicMock(return_value=expected)
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mocker.patch.object(MockSource, "spec", mock)
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return mock
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MESSAGE_FROM_REPOSITORY = AirbyteMessage(
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type=Type.CONTROL,
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control=AirbyteControlMessage(
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type=OrchestratorType.CONNECTOR_CONFIG,
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emitted_at=10,
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connectorConfig=AirbyteControlConnectorConfigMessage(config={"any config": "a config value"}),
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),
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)
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@pytest.fixture
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def entrypoint(mocker) -> AirbyteEntrypoint:
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message_repository = MagicMock()
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message_repository.consume_queue.side_effect = [[message for message in [MESSAGE_FROM_REPOSITORY]], [], []]
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mocker.patch.object(MockSource, "message_repository", new_callable=mocker.PropertyMock, return_value=message_repository)
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return AirbyteEntrypoint(MockSource())
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def test_airbyte_entrypoint_init(mocker):
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mocker.patch.object(entrypoint_module, "init_uncaught_exception_handler")
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AirbyteEntrypoint(MockSource())
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entrypoint_module.init_uncaught_exception_handler.assert_called_once_with(entrypoint_module.logger)
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@pytest.mark.parametrize(
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["cmd", "args", "expected_args"],
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[
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("spec", {"debug": ""}, {"command": "spec", "debug": True}),
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("check", {"config": "config_path"}, {"command": "check", "config": "config_path", "debug": False}),
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("discover", {"config": "config_path", "debug": ""}, {"command": "discover", "config": "config_path", "debug": True}),
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(
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"read",
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{"config": "config_path", "catalog": "catalog_path", "state": "None"},
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{"command": "read", "config": "config_path", "catalog": "catalog_path", "state": "None", "debug": False},
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),
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(
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"read",
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{"config": "config_path", "catalog": "catalog_path", "state": "state_path", "debug": ""},
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{"command": "read", "config": "config_path", "catalog": "catalog_path", "state": "state_path", "debug": True},
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),
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],
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)
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def test_parse_valid_args(cmd: str, args: Mapping[str, Any], expected_args, entrypoint: AirbyteEntrypoint):
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arglist = _as_arglist(cmd, args)
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parsed_args = entrypoint.parse_args(arglist)
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assert vars(parsed_args) == expected_args
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@pytest.mark.parametrize(
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["cmd", "args"],
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[
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("check", {"config": "config_path"}),
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("discover", {"config": "config_path"}),
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("read", {"config": "config_path", "catalog": "catalog_path"}),
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],
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)
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def test_parse_missing_required_args(cmd: str, args: MutableMapping[str, Any], entrypoint: AirbyteEntrypoint):
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required_args = {"check": ["config"], "discover": ["config"], "read": ["config", "catalog"]}
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for required_arg in required_args[cmd]:
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argcopy = deepcopy(args)
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del argcopy[required_arg]
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with pytest.raises(BaseException):
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entrypoint.parse_args(_as_arglist(cmd, argcopy))
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def _wrap_message(submessage: Union[AirbyteConnectionStatus, ConnectorSpecification, AirbyteRecordMessage, AirbyteCatalog]) -> str:
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if isinstance(submessage, AirbyteConnectionStatus):
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message = AirbyteMessage(type=Type.CONNECTION_STATUS, connectionStatus=submessage)
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elif isinstance(submessage, ConnectorSpecification):
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message = AirbyteMessage(type=Type.SPEC, spec=submessage)
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elif isinstance(submessage, AirbyteCatalog):
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message = AirbyteMessage(type=Type.CATALOG, catalog=submessage)
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elif isinstance(submessage, AirbyteRecordMessage):
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message = AirbyteMessage(type=Type.RECORD, record=submessage)
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else:
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raise Exception(f"Unknown message type: {submessage}")
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return message.json(exclude_unset=True)
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def test_run_spec(entrypoint: AirbyteEntrypoint, mocker):
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parsed_args = Namespace(command="spec")
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expected = ConnectorSpecification(connectionSpecification={"hi": "hi"})
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mocker.patch.object(MockSource, "spec", return_value=expected)
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messages = list(entrypoint.run(parsed_args))
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assert [MESSAGE_FROM_REPOSITORY.json(exclude_unset=True), _wrap_message(expected)] == messages
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@pytest.fixture
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def config_mock(mocker, request):
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config = request.param if hasattr(request, "param") else {"username": "fake"}
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mocker.patch.object(MockSource, "read_config", return_value=config)
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mocker.patch.object(MockSource, "configure", return_value=config)
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return config
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@pytest.mark.parametrize(
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"config_mock, schema, config_valid",
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[
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({"username": "fake"}, {"type": "object", "properties": {"name": {"type": "string"}}, "additionalProperties": False}, False),
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({"username": "fake"}, {"type": "object", "properties": {"username": {"type": "string"}}, "additionalProperties": False}, True),
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({"username": "fake"}, {"type": "object", "properties": {"user": {"type": "string"}}}, True),
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({"username": "fake"}, {"type": "object", "properties": {"user": {"type": "string", "airbyte_secret": True}}}, True),
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(
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{"username": "fake", "_limit": 22},
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{"type": "object", "properties": {"username": {"type": "string"}}, "additionalProperties": False},
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True,
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),
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],
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indirect=["config_mock"],
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)
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def test_config_validate(entrypoint: AirbyteEntrypoint, mocker, config_mock, schema, config_valid):
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parsed_args = Namespace(command="check", config="config_path")
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check_value = AirbyteConnectionStatus(status=Status.SUCCEEDED)
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mocker.patch.object(MockSource, "check", return_value=check_value)
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mocker.patch.object(MockSource, "spec", return_value=ConnectorSpecification(connectionSpecification=schema))
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messages = list(entrypoint.run(parsed_args))
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if config_valid:
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assert [MESSAGE_FROM_REPOSITORY.json(exclude_unset=True), _wrap_message(check_value)] == messages
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else:
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assert len(messages) == 2
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assert messages[0] == MESSAGE_FROM_REPOSITORY.json(exclude_unset=True)
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connection_status_message = AirbyteMessage.parse_raw(messages[1])
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assert connection_status_message.type == Type.CONNECTION_STATUS
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assert connection_status_message.connectionStatus.status == Status.FAILED
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assert connection_status_message.connectionStatus.message.startswith("Config validation error:")
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def test_run_check(entrypoint: AirbyteEntrypoint, mocker, spec_mock, config_mock):
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parsed_args = Namespace(command="check", config="config_path")
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check_value = AirbyteConnectionStatus(status=Status.SUCCEEDED)
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mocker.patch.object(MockSource, "check", return_value=check_value)
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messages = list(entrypoint.run(parsed_args))
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assert [MESSAGE_FROM_REPOSITORY.json(exclude_unset=True), _wrap_message(check_value)] == messages
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assert spec_mock.called
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def test_run_check_with_exception(entrypoint: AirbyteEntrypoint, mocker, spec_mock, config_mock):
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parsed_args = Namespace(command="check", config="config_path")
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mocker.patch.object(MockSource, "check", side_effect=ValueError("Any error"))
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with pytest.raises(ValueError):
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messages = list(entrypoint.run(parsed_args))
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assert [MESSAGE_FROM_REPOSITORY.json(exclude_unset=True)] == messages
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def test_run_discover(entrypoint: AirbyteEntrypoint, mocker, spec_mock, config_mock):
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parsed_args = Namespace(command="discover", config="config_path")
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expected = AirbyteCatalog(streams=[AirbyteStream(name="stream", json_schema={"k": "v"}, supported_sync_modes=[SyncMode.full_refresh])])
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mocker.patch.object(MockSource, "discover", return_value=expected)
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messages = list(entrypoint.run(parsed_args))
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assert [MESSAGE_FROM_REPOSITORY.json(exclude_unset=True), _wrap_message(expected)] == messages
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assert spec_mock.called
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def test_run_discover_with_exception(entrypoint: AirbyteEntrypoint, mocker, spec_mock, config_mock):
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parsed_args = Namespace(command="discover", config="config_path")
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mocker.patch.object(MockSource, "discover", side_effect=ValueError("Any error"))
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with pytest.raises(ValueError):
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messages = list(entrypoint.run(parsed_args))
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assert [MESSAGE_FROM_REPOSITORY.json(exclude_unset=True)] == messages
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def test_run_read(entrypoint: AirbyteEntrypoint, mocker, spec_mock, config_mock):
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parsed_args = Namespace(command="read", config="config_path", state="statepath", catalog="catalogpath")
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expected = AirbyteRecordMessage(stream="stream", data={"data": "stuff"}, emitted_at=1)
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mocker.patch.object(MockSource, "read_state", return_value={})
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mocker.patch.object(MockSource, "read_catalog", return_value={})
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mocker.patch.object(MockSource, "read", return_value=[AirbyteMessage(record=expected, type=Type.RECORD)])
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messages = list(entrypoint.run(parsed_args))
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assert [MESSAGE_FROM_REPOSITORY.json(exclude_unset=True), _wrap_message(expected)] == messages
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assert spec_mock.called
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def test_given_message_emitted_during_config_when_read_then_emit_message_before_next_steps(
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entrypoint: AirbyteEntrypoint, mocker, spec_mock, config_mock
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):
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parsed_args = Namespace(command="read", config="config_path", state="statepath", catalog="catalogpath")
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mocker.patch.object(MockSource, "read_catalog", side_effect=ValueError)
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messages = entrypoint.run(parsed_args)
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assert next(messages) == MESSAGE_FROM_REPOSITORY.json(exclude_unset=True)
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with pytest.raises(ValueError):
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next(messages)
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def test_run_read_with_exception(entrypoint: AirbyteEntrypoint, mocker, spec_mock, config_mock):
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parsed_args = Namespace(command="read", config="config_path", state="statepath", catalog="catalogpath")
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mocker.patch.object(MockSource, "read_state", return_value={})
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mocker.patch.object(MockSource, "read_catalog", return_value={})
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mocker.patch.object(MockSource, "read", side_effect=ValueError("Any error"))
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with pytest.raises(ValueError):
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messages = list(entrypoint.run(parsed_args))
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assert [MESSAGE_FROM_REPOSITORY.json(exclude_unset=True)] == messages
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def test_invalid_command(entrypoint: AirbyteEntrypoint, config_mock):
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with pytest.raises(Exception):
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list(entrypoint.run(Namespace(command="invalid", config="conf")))
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@pytest.mark.parametrize(
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"deployment_mode, url, expected_error",
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[
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pytest.param("CLOUD", "https://airbyte.com", None, id="test_cloud_public_endpoint_is_successful"),
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pytest.param("CLOUD", "https://192.168.27.30", AirbyteTracedException, id="test_cloud_private_ip_address_is_rejected"),
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pytest.param("CLOUD", "https://localhost:8080/api/v1/cast", AirbyteTracedException, id="test_cloud_private_endpoint_is_rejected"),
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pytest.param("CLOUD", "http://past.lives.net/api/v1/inyun", ValueError, id="test_cloud_unsecured_endpoint_is_rejected"),
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pytest.param("CLOUD", "https://not:very/cash:443.money", ValueError, id="test_cloud_invalid_url_format"),
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pytest.param("CLOUD", "https://192.168.27.30 ", ValueError, id="test_cloud_incorrect_ip_format_is_rejected"),
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pytest.param("cloud", "https://192.168.27.30", AirbyteTracedException, id="test_case_insensitive_cloud_environment_variable"),
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pytest.param("OSS", "https://airbyte.com", None, id="test_oss_public_endpoint_is_successful"),
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pytest.param("OSS", "https://192.168.27.30", None, id="test_oss_private_endpoint_is_successful"),
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pytest.param("OSS", "https://localhost:8080/api/v1/cast", None, id="test_oss_private_endpoint_is_successful"),
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pytest.param("OSS", "http://past.lives.net/api/v1/inyun", None, id="test_oss_unsecured_endpoint_is_successful"),
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],
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)
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@patch.object(requests.Session, "send", lambda self, request, **kwargs: requests.Response())
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def test_filter_internal_requests(deployment_mode, url, expected_error):
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with mock.patch.dict(os.environ, {"DEPLOYMENT_MODE": deployment_mode}, clear=False):
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AirbyteEntrypoint(source=MockSource())
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session = requests.Session()
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prepared_request = requests.PreparedRequest()
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prepared_request.method = "GET"
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prepared_request.headers = {"header": "value"}
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prepared_request.url = url
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if expected_error:
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with pytest.raises(expected_error):
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session.send(request=prepared_request)
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else:
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actual_response = session.send(request=prepared_request)
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assert isinstance(actual_response, requests.Response)
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@pytest.mark.parametrize(
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"incoming_message, stream_message_count, expected_message, expected_records_by_stream",
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[
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pytest.param(
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AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="customers", data={"id": "12345"}, emitted_at=1)),
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{HashableStreamDescriptor(name="customers"): 100.0},
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AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="customers", data={"id": "12345"}, emitted_at=1)),
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{HashableStreamDescriptor(name="customers"): 101.0},
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id="test_handle_record_message",
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),
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pytest.param(
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AirbyteMessage(type=Type.STATE, state=AirbyteStateMessage(type=AirbyteStateType.STREAM, stream=AirbyteStreamState(
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stream_descriptor=StreamDescriptor(name="customers"), stream_state=AirbyteStateBlob(updated_at="2024-02-02")))),
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{HashableStreamDescriptor(name="customers"): 100.0},
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AirbyteMessage(type=Type.STATE, state=AirbyteStateMessage(type=AirbyteStateType.STREAM, stream=AirbyteStreamState(
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stream_descriptor=StreamDescriptor(name="customers"), stream_state=AirbyteStateBlob(updated_at="2024-02-02")),
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sourceStats=AirbyteStateStats(recordCount=100.0))),
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{HashableStreamDescriptor(name="customers"): 0.0},
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id="test_handle_state_message",
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),
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pytest.param(
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AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="customers", data={"id": "12345"}, emitted_at=1)),
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defaultdict(float),
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AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="customers", data={"id": "12345"}, emitted_at=1)),
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{HashableStreamDescriptor(name="customers"): 1.0},
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id="test_handle_first_record_message",
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),
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pytest.param(
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AirbyteMessage(type=Type.TRACE, trace=AirbyteTraceMessage(type=TraceType.STREAM_STATUS,
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stream_status=AirbyteStreamStatusTraceMessage(
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stream_descriptor=StreamDescriptor(name="customers"),
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status=AirbyteStreamStatus.COMPLETE), emitted_at=1)),
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{HashableStreamDescriptor(name="customers"): 5.0},
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AirbyteMessage(type=Type.TRACE, trace=AirbyteTraceMessage(type=TraceType.STREAM_STATUS,
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stream_status=AirbyteStreamStatusTraceMessage(
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stream_descriptor=StreamDescriptor(name="customers"),
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status=AirbyteStreamStatus.COMPLETE), emitted_at=1)),
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{HashableStreamDescriptor(name="customers"): 5.0},
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id="test_handle_other_message_type",
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),
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pytest.param(
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AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="others", data={"id": "12345"}, emitted_at=1)),
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{HashableStreamDescriptor(name="customers"): 100.0, HashableStreamDescriptor(name="others"): 27.0},
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AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="others", data={"id": "12345"}, emitted_at=1)),
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{HashableStreamDescriptor(name="customers"): 100.0, HashableStreamDescriptor(name="others"): 28.0},
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id="test_handle_record_message_for_other_stream",
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),
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pytest.param(
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AirbyteMessage(type=Type.STATE, state=AirbyteStateMessage(type=AirbyteStateType.STREAM, stream=AirbyteStreamState(
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stream_descriptor=StreamDescriptor(name="others"), stream_state=AirbyteStateBlob(updated_at="2024-02-02")))),
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{HashableStreamDescriptor(name="customers"): 100.0, HashableStreamDescriptor(name="others"): 27.0},
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AirbyteMessage(type=Type.STATE, state=AirbyteStateMessage(type=AirbyteStateType.STREAM, stream=AirbyteStreamState(
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stream_descriptor=StreamDescriptor(name="others"), stream_state=AirbyteStateBlob(updated_at="2024-02-02")),
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sourceStats=AirbyteStateStats(recordCount=27.0))),
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{HashableStreamDescriptor(name="customers"): 100.0, HashableStreamDescriptor(name="others"): 0.0},
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id="test_handle_state_message_for_other_stream",
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),
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pytest.param(
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AirbyteMessage(type=Type.RECORD,
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record=AirbyteRecordMessage(stream="customers", namespace="public", data={"id": "12345"}, emitted_at=1)),
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{HashableStreamDescriptor(name="customers", namespace="public"): 100.0},
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AirbyteMessage(type=Type.RECORD,
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record=AirbyteRecordMessage(stream="customers", namespace="public", data={"id": "12345"}, emitted_at=1)),
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{HashableStreamDescriptor(name="customers", namespace="public"): 101.0},
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id="test_handle_record_message_with_descriptor",
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),
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pytest.param(
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AirbyteMessage(type=Type.STATE, state=AirbyteStateMessage(type=AirbyteStateType.STREAM, stream=AirbyteStreamState(
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stream_descriptor=StreamDescriptor(name="customers", namespace="public"),
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stream_state=AirbyteStateBlob(updated_at="2024-02-02")))),
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{HashableStreamDescriptor(name="customers", namespace="public"): 100.0},
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AirbyteMessage(type=Type.STATE, state=AirbyteStateMessage(type=AirbyteStateType.STREAM, stream=AirbyteStreamState(
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stream_descriptor=StreamDescriptor(name="customers", namespace="public"),
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stream_state=AirbyteStateBlob(updated_at="2024-02-02")), sourceStats=AirbyteStateStats(recordCount=100.0))),
|
|
{HashableStreamDescriptor(name="customers", namespace="public"): 0.0},
|
|
id="test_handle_state_message_with_descriptor",
|
|
),
|
|
pytest.param(
|
|
AirbyteMessage(type=Type.STATE, state=AirbyteStateMessage(type=AirbyteStateType.STREAM, stream=AirbyteStreamState(
|
|
stream_descriptor=StreamDescriptor(name="others", namespace="public"),
|
|
stream_state=AirbyteStateBlob(updated_at="2024-02-02")))),
|
|
{HashableStreamDescriptor(name="customers", namespace="public"): 100.0},
|
|
AirbyteMessage(type=Type.STATE, state=AirbyteStateMessage(type=AirbyteStateType.STREAM, stream=AirbyteStreamState(
|
|
stream_descriptor=StreamDescriptor(name="others", namespace="public"),
|
|
stream_state=AirbyteStateBlob(updated_at="2024-02-02")), sourceStats=AirbyteStateStats(recordCount=0.0))),
|
|
{HashableStreamDescriptor(name="customers", namespace="public"): 100.0,
|
|
HashableStreamDescriptor(name="others", namespace="public"): 0.0},
|
|
id="test_handle_state_message_no_records",
|
|
),
|
|
]
|
|
)
|
|
def test_handle_record_counts(incoming_message, stream_message_count, expected_message, expected_records_by_stream):
|
|
entrypoint = AirbyteEntrypoint(source=MockSource())
|
|
actual_message = entrypoint.handle_record_counts(message=incoming_message, stream_message_count=stream_message_count)
|
|
assert actual_message == expected_message
|
|
|
|
for stream_descriptor, message_count in stream_message_count.items():
|
|
assert isinstance(message_count, float)
|
|
# Python assertions against different number types won't fail if the value is equivalent
|
|
assert message_count == expected_records_by_stream[stream_descriptor]
|
|
|
|
if actual_message.type == Type.STATE:
|
|
assert isinstance(actual_message.state.sourceStats.recordCount, float), "recordCount value should be expressed as a float"
|