diff --git a/.github/workflows/airbyte-ci-tests.yml b/.github/workflows/airbyte-ci-tests.yml index 37240d1327910..a3b2461b07fe4 100644 --- a/.github/workflows/airbyte-ci-tests.yml +++ b/.github/workflows/airbyte-ci-tests.yml @@ -38,6 +38,7 @@ jobs: - airbyte-ci/connectors/connector_ops/** - airbyte-ci/connectors/connectors_qa/** - airbyte-ci/connectors/ci_credentials/** + - airbyte-ci/connectors/live-tests/** - airbyte-ci/connectors/metadata_service/lib/** - airbyte-ci/connectors/metadata_service/orchestrator/** - airbyte-integrations/bases/connector-acceptance-test/** diff --git a/.gitignore b/.gitignore index bc6841f7b0819..1c085c1c381df 100644 --- a/.gitignore +++ b/.gitignore @@ -16,6 +16,7 @@ static_checker_reports/ # Logs acceptance_tests_logs/ airbyte_ci_logs/ +live_tests_debug_reports/ # Secrets secrets diff --git a/airbyte-ci/connectors/live-tests/README.md b/airbyte-ci/connectors/live-tests/README.md new file mode 100644 index 0000000000000..6e2999617724d --- /dev/null +++ b/airbyte-ci/connectors/live-tests/README.md @@ -0,0 +1,108 @@ +# Connector Live Testing + +This project contains utilities for running connector tests against live data. + +## Requirements +* `docker` +* `Python ^3.10` +* `pipx` +* `poetry` + +## Install +```bash +# From airbyte-ci/connectors/live-tests +pipx install . +# To install in editable mode for development +pipx install . --force --editable +``` + +## Commands + +### `debug` + +``` +Usage: live-tests debug [OPTIONS] COMMAND + + Run a specific command on one or multiple connectors and persists the + outputs to local storage. + +Options: + -c, --connector-image TEXT Docker image name of the connector to debug + (e.g. `source-faker:latest`, `source- + faker:dev`) [required] + -o, --output-directory DIRECTORY + Directory in which connector output and test + results should be stored. + Defaults to the current directory. + --config-path FILE Path to the connector config. + --catalog-path FILE Path to the connector catalog. + --state-path FILE Path to the connector state. + -hc, --http-cache Use the HTTP cache for the connector. + --help Show this message and exit. +``` + +This command is made to run any of the following connector commands against one or multiple connector images. + +**Available connector commands:** +* `spec` +* `check` +* `discover` +* `read` or `read_with_state` (requires a `--state-path` to be passed) + +It will write artifacts to an output directory: +* `stdout.log`: The collected standard output following the command execution +* `stderr.log`: The collected standard error following the c +* `http_dump.txt`: An `mitmproxy` http stream log. Can be consumed with `mitmweb` (version `9.0.1`) for debugging. + +#### Example +Let's run `debug` to check the output of `read` on two different versions of the same connector: + +```bash +live-tests debug read \ +--connector-image=airbyte/source-pokeapi:dev \ +--connector-image=airbyte/source-pokeapi:latest \ +--config-path=poke_config.json \ +--catalog-path=configured_catalog.json +``` + +It will store the results in a `live_test_debug_reports` directory under the current working directory: + +``` +live_tests_debug_reports +└── 1709547771 + └── source-pokeapi + └── read + ├── dev + │   ├── airbyte_messages + │   │   ├── logs.jsonl + │   │   ├── pokemon_records.jsonl + │   │   └── traces.jsonl + │   ├── http_dump.mitm + │   ├── stderr.log + │   └── stdout.log + └── latest + ├── airbyte_messages + │   ├── logs.jsonl + │   ├── pokemon_records.jsonl + │   └── traces.jsonl + ├── http_dump.mitm + ├── stderr.log + └── stdout.log + +``` + +##### Consuming `http_dump.mitm` +You can install [`mitmproxy`](https://mitmproxy.org/): +```bash +pipx install mitmproxy +``` + +And run: +```bash +mitmweb --rfile=http_dump.mitm +``` + +## Changelog + +### 0.1.0 +Implement initial primitives and a `debug` command to run connector commands and persist the outputs to local storage. diff --git a/airbyte-ci/connectors/live-tests/poetry.lock b/airbyte-ci/connectors/live-tests/poetry.lock new file mode 100644 index 0000000000000..29dab322799db --- /dev/null +++ b/airbyte-ci/connectors/live-tests/poetry.lock @@ -0,0 +1,1061 @@ +# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. + +[[package]] +name = "airbyte-protocol-models" +version = "0.6.0" +description = "Declares the Airbyte Protocol." +optional = false +python-versions = ">=3.8" +files = [ + {file = "airbyte_protocol_models-0.6.0-py3-none-any.whl", hash = "sha256:dda91403c9731ecbadffaf05dbe8d24f0d318a189d26fcb727627291837a085c"}, + {file = "airbyte_protocol_models-0.6.0.tar.gz", hash = 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"da1743991debf2a5c9565ffd3494ebbf6f55b36f9279fd74e9697262e813d2db" diff --git a/airbyte-ci/connectors/live-tests/pyproject.toml b/airbyte-ci/connectors/live-tests/pyproject.toml new file mode 100644 index 0000000000000..d88aed385a92b --- /dev/null +++ b/airbyte-ci/connectors/live-tests/pyproject.toml @@ -0,0 +1,46 @@ +[build-system] +requires = ["poetry-core>=1.0.0"] +build-backend = "poetry.core.masonry.api" + +[tool.poetry] +name = "live-tests" +version = "0.1.0" +description = "Contains utilities for testing connectors against live data." +authors = ["Airbyte "] +license = "MIT" +homepage = "https://github.com/airbytehq/airbyte" +readme = "README.md" +packages = [ + { include = "live_tests", from = "src" }, +] + +[tool.poetry.dependencies] +python = "^3.10" +airbyte-protocol-models = "<1.0.0" +cachetools = "~=5.3.3" +dagger-io = "==0.9.6" +pydantic = "*" +pytest = "~=8.0.2" +pytest-asyncio = "~=0.23.5" +pydash = "~=7.0.7" +docker = ">=6,<7" +asyncclick = "^8.1.7.1" + +[tool.poetry.scripts] +live-tests = "live_tests.cli:live_tests" + +[tool.poetry.group.dev.dependencies] +ruff = "^0.3.0" +mypy = "^1.8.0" +types-cachetools = "^5.3.0.7" + +[tool.poe.tasks] +test = "pytest tests" +lint = "ruff check src" +type_check = "mypy src" + +[tool.airbyte_ci] +poe_tasks = ["test", "lint", "type_check"] + +[tool.pytest.ini_options] +pythonpath = ["src"] diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/__init__.py b/airbyte-ci/connectors/live-tests/src/live_tests/__init__.py new file mode 100644 index 0000000000000..f70ecfc3a89e7 --- /dev/null +++ b/airbyte-ci/connectors/live-tests/src/live_tests/__init__.py @@ -0,0 +1 @@ +# Copyright (c) 2023 Airbyte, Inc., all rights reserved. diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/cli.py b/airbyte-ci/connectors/live-tests/src/live_tests/cli.py new file mode 100644 index 0000000000000..15a6ec2fe9258 --- /dev/null +++ b/airbyte-ci/connectors/live-tests/src/live_tests/cli.py @@ -0,0 +1,13 @@ +# Copyright (c) 2023 Airbyte, Inc., all rights reserved. + +import asyncclick as click +from live_tests.debug.cli import debug_cmd + + +@click.group() +@click.pass_context +async def live_tests(ctx): + pass + + +live_tests.add_command(debug_cmd) diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/__init__.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/__init__.py new file mode 100644 index 0000000000000..f70ecfc3a89e7 --- /dev/null +++ b/airbyte-ci/connectors/live-tests/src/live_tests/commons/__init__.py @@ -0,0 +1 @@ +# Copyright (c) 2023 Airbyte, Inc., all rights reserved. diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/backends/__init__.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/backends/__init__.py new file mode 100644 index 0000000000000..9a1b7d627ed31 --- /dev/null +++ b/airbyte-ci/connectors/live-tests/src/live_tests/commons/backends/__init__.py @@ -0,0 +1,6 @@ +# Copyright (c) 2023 Airbyte, Inc., all rights reserved. + +from .base_backend import BaseBackend +from .file_backend import FileBackend + +__all__ = ["BaseBackend", "FileBackend"] diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/backends/base_backend.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/backends/base_backend.py new file mode 100644 index 0000000000000..f6005120c2168 --- /dev/null +++ b/airbyte-ci/connectors/live-tests/src/live_tests/commons/backends/base_backend.py @@ -0,0 +1,16 @@ +# Copyright (c) 2023 Airbyte, Inc., all rights reserved. + +from abc import ABC, abstractmethod +from typing import Iterable + +from airbyte_protocol.models import AirbyteMessage # type: ignore + + +class BaseBackend(ABC): + """ + Interface to be shared between the file backend and the database backend(s) + """ + + @abstractmethod + async def write(self, airbyte_messages: Iterable[AirbyteMessage]) -> None: + ... diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/backends/file_backend.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/backends/file_backend.py new file mode 100644 index 0000000000000..5588322aac2cc --- /dev/null +++ b/airbyte-ci/connectors/live-tests/src/live_tests/commons/backends/file_backend.py @@ -0,0 +1,104 @@ +# Copyright (c) 2023 Airbyte, Inc., all rights reserved. + +import json +from pathlib import Path +from typing import Iterable, TextIO, Tuple + +import pydash +from airbyte_protocol.models import AirbyteMessage # type: ignore +from airbyte_protocol.models import Type as AirbyteMessageType +from cachetools import LRUCache, cached +from live_tests.commons.backends.base_backend import BaseBackend + + +class FileDescriptorLRUCache(LRUCache): + def popitem(self): + filepath, fd = LRUCache.popitem(self) + fd.close() # Close the file descriptor when it's evicted from the cache + return filepath, fd + + +class FileBackend(BaseBackend): + RELATIVE_CATALOGS_PATH = "catalog.jsonl" + RELATIVE_CONNECTION_STATUS_PATH = "connection_status.jsonl" + RELATIVE_RECORDS_PATH = "records.jsonl" + RELATIVE_SPECS_PATH = "spec.jsonl" + RELATIVE_STATES_PATH = "states.jsonl" + RELATIVE_TRACES_PATH = "traces.jsonl" + RELATIVE_LOGS_PATH = "logs.jsonl" + RELATIVE_CONTROLS_PATH = "controls.jsonl" + RECORD_PATHS_TO_POP = ["emitted_at"] + CACHE = FileDescriptorLRUCache(maxsize=250) + + def __init__(self, output_directory: Path): + self._output_directory = output_directory + + async def write(self, airbyte_messages: Iterable[AirbyteMessage]): + """ + Write AirbyteMessages to the appropriate file. + + Catalogs, connection status messages, specs, trace messages, logs, and control messages are all written to their + own file (e.g. "catalog.jsonl", "spec.jsonl"). + + Records and state messages are further subdivided, with one file per stream (e.g. "my_stream_records.jsonl", + "my_stream_states.jsonl"). Streams with global state are stored in a "_global_states.jsonl" file. + + We use an LRU cache here to manage open file objects, in order to limit the number of concurrently open file + descriptors. This mitigates the risk of hitting limits on the number of open file descriptors, particularly for + connections with a high number of streams. The cache is designed to automatically close files upon eviction. + """ + + @cached(cache=self.CACHE) + def _open_file(path: Path) -> TextIO: + return open(path, "a") + + try: + for _message in airbyte_messages: + if not isinstance(_message, AirbyteMessage): + continue + filepath, message = self._get_filepath_and_message(_message) + _open_file(self._output_directory / filepath).write(f"{message}\n") + finally: + for f in self.CACHE.values(): + f.close() + + def _get_filepath_and_message(self, message: AirbyteMessage) -> Tuple[str, str]: + if message.type == AirbyteMessageType.CATALOG: + return self.RELATIVE_CATALOGS_PATH, message.catalog.json() + + elif message.type == AirbyteMessageType.CONNECTION_STATUS: + return self.RELATIVE_CONNECTION_STATUS_PATH, message.connectionStatus.json() + + elif message.type == AirbyteMessageType.RECORD: + record = json.loads(message.record.json()) + # TODO: once we have a comparator and/or database backend implemented we can remove this + for key_path in self.RECORD_PATHS_TO_POP: + pydash.objects.unset(record, key_path) + return f"{message.record.stream}_{self.RELATIVE_RECORDS_PATH}", json.dumps(record) + + elif message.type == AirbyteMessageType.SPEC: + return self.RELATIVE_SPECS_PATH, message.spec.json() + + elif message.type == AirbyteMessageType.STATE: + if message.state.stream and message.state.stream.stream_descriptor: + stream_name = message.state.stream.stream_descriptor.name + stream_namespace = message.state.stream.stream_descriptor.namespace + filepath = ( + f"{stream_name}_{stream_namespace}_{self.RELATIVE_STATES_PATH}" + if stream_namespace + else f"{stream_name}_{self.RELATIVE_STATES_PATH}" + ) + else: + filepath = f"_global_{self.RELATIVE_STATES_PATH}" + return filepath, message.state.json() + + elif message.type == AirbyteMessageType.TRACE: + return self.RELATIVE_TRACES_PATH, message.trace.json() + + elif message.type == AirbyteMessageType.LOG: + return self.RELATIVE_LOGS_PATH, message.log.json() + + elif message.type == AirbyteMessageType.CONTROL: + return self.RELATIVE_CONTROLS_PATH, message.control.json() + + raise NotImplementedError(f"No handling for AirbyteMessage type {message.type} has been implemented. This is unexpected.") diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/connector_runner.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/connector_runner.py new file mode 100644 index 0000000000000..66b5dcc61e576 --- /dev/null +++ b/airbyte-ci/connectors/live-tests/src/live_tests/commons/connector_runner.py @@ -0,0 +1,287 @@ +# +# Copyright (c) 2023 Airbyte, Inc., all rights reserved. +# + +import hashlib +import json +import logging +import os +import uuid +from pathlib import Path +from typing import Dict, List, Optional + +import dagger +import docker # type: ignore +import pytest +from airbyte_protocol.models import ConfiguredAirbyteCatalog # type: ignore +from live_tests.commons.models import Command, ConnectorUnderTest, ExecutionResult, SecretDict + + +async def get_container_from_id(dagger_client: dagger.Client, container_id: str) -> dagger.Container: + """Get a dagger container from its id. + Please remind that container id are not persistent and can change between Dagger sessions. + + Args: + dagger_client (dagger.Client): The dagger client to use to import the connector image + """ + try: + return await dagger_client.container(id=dagger.ContainerID(container_id)) + except dagger.DaggerError as e: + pytest.exit(f"Failed to load connector container: {e}") + + +async def get_container_from_tarball_path(dagger_client: dagger.Client, tarball_path: Path): + if not tarball_path.exists(): + pytest.exit(f"Connector image tarball {tarball_path} does not exist") + container_under_test_tar_file = ( + dagger_client.host().directory(str(tarball_path.parent), include=tarball_path.name).file(tarball_path.name) + ) + try: + return await dagger_client.container().import_(container_under_test_tar_file) + except dagger.DaggerError as e: + pytest.exit(f"Failed to import connector image from tarball: {e}") + + +async def get_container_from_local_image(dagger_client: dagger.Client, local_image_name: str) -> Optional[dagger.Container]: + """Get a dagger container from a local image. + It will use Docker python client to export the image to a tarball and then import it into dagger. + + Args: + dagger_client (dagger.Client): The dagger client to use to import the connector image + local_image_name (str): The name of the local image to import + + Returns: + Optional[dagger.Container]: The dagger container for the local image or None if the image does not exist + """ + docker_client = docker.from_env() + + try: + image = docker_client.images.get(local_image_name) + except docker.errors.ImageNotFound: + return None + + image_digest = image.id.replace("sha256:", "") + tarball_path = Path(f"/tmp/{image_digest}.tar") + if not tarball_path.exists(): + logging.info(f"Exporting local connector image {local_image_name} to tarball {tarball_path}") + with open(tarball_path, "wb") as f: + for chunk in image.save(named=True): + f.write(chunk) + return await get_container_from_tarball_path(dagger_client, tarball_path) + + +async def get_container_from_dockerhub_image(dagger_client: dagger.Client, dockerhub_image_name: str) -> dagger.Container: + """Get a dagger container from a dockerhub image. + + Args: + dagger_client (dagger.Client): The dagger client to use to import the connector image + dockerhub_image_name (str): The name of the dockerhub image to import + + Returns: + dagger.Container: The dagger container for the dockerhub image + """ + try: + return await dagger_client.container().from_(dockerhub_image_name) + except dagger.DaggerError as e: + pytest.exit(f"Failed to import connector image from DockerHub: {e}") + + +async def get_connector_container(dagger_client: dagger.Client, image_name_with_tag: str) -> dagger.Container: + """Get a dagger container for the connector image to test. + + Args: + dagger_client (dagger.Client): The dagger client to use to import the connector image + image_name_with_tag (str): The docker image name and tag of the connector image to test + + Returns: + dagger.Container: The dagger container for the connector image to test + """ + # If a container_id.txt file is available, we'll use it to load the connector container + # We use a txt file as container ids can be too long to be passed as env vars + # It's used for dagger-in-dagger use case with airbyte-ci, when the connector container is built via an upstream dagger operation + connector_container_id_path = Path("/tmp/container_id.txt") + if connector_container_id_path.exists(): + # If the CONNECTOR_CONTAINER_ID env var is set, we'll use it to load the connector container + return await get_container_from_id(dagger_client, connector_container_id_path.read_text()) + + # If the CONNECTOR_UNDER_TEST_IMAGE_TAR_PATH env var is set, we'll use it to import the connector image from the tarball + if connector_image_tarball_path := os.environ.get("CONNECTOR_UNDER_TEST_IMAGE_TAR_PATH"): + tarball_path = Path(connector_image_tarball_path) + return await get_container_from_tarball_path(dagger_client, tarball_path) + + # Let's try to load the connector container from a local image + if connector_container := await get_container_from_local_image(dagger_client, image_name_with_tag): + return connector_container + + # If we get here, we'll try to pull the connector image from DockerHub + return await get_container_from_dockerhub_image(dagger_client, image_name_with_tag) + + +class ConnectorRunner: + IN_CONTAINER_CONFIG_PATH = "/data/config.json" + IN_CONTAINER_CATALOG_PATH = "/data/catalog.json" + IN_CONTAINER_STATE_PATH = "/data/state.json" + MITMPROXY_IMAGE = "mitmproxy/mitmproxy:9.0.1" + HTTP_DUMP_FILE_NAME = "http_dump.mitm" + + def __init__( + self, + dagger_client: dagger.Client, + connector_under_test: ConnectorUnderTest, + command: Command, + config: Optional[SecretDict] = None, + catalog: Optional[ConfiguredAirbyteCatalog] = None, + state: Optional[Dict] = None, + environment_variables: Optional[Dict] = None, + enable_http_cache: bool = True, + ): + self.dagger_client = dagger_client + self.connector_under_test = connector_under_test + self.command = command + self.config = config + self.catalog = catalog + self.state = state + self.environment_variables = environment_variables if environment_variables else {} + self.enable_http_cache = enable_http_cache + self.full_command: List[str] = self._get_full_command(command) + + @property + def _connector_under_test_container(self) -> dagger.Container: + return self.connector_under_test.container + + def _get_full_command(self, command: Command): + if command is Command.SPEC: + return ["spec"] + elif command is Command.CHECK: + return ["check", "--config", self.IN_CONTAINER_CONFIG_PATH] + elif command is Command.DISCOVER: + return ["discover", "--config", self.IN_CONTAINER_CONFIG_PATH] + elif command is Command.READ: + return [ + "read", + "--config", + self.IN_CONTAINER_CONFIG_PATH, + "--catalog", + self.IN_CONTAINER_CATALOG_PATH, + ] + elif command is Command.READ_WITH_STATE: + return [ + "read", + "--config", + self.IN_CONTAINER_CONFIG_PATH, + "--catalog", + self.IN_CONTAINER_CATALOG_PATH, + "--state", + self.IN_CONTAINER_STATE_PATH, + ] + else: + raise NotImplementedError(f"The connector runner does not support the {command} command") + + async def get_container_env_variable_value(self, name: str) -> Optional[str]: + return await self._connector_under_test_container.env_variable(name) + + async def get_container_label(self, label: str): + return await self._connector_under_test_container.label(label) + + async def get_container_entrypoint(self): + entrypoint = await self._connector_under_test_container.entrypoint() + return " ".join(entrypoint) + + async def run( + self, + raise_on_container_error: bool = True, + ) -> ExecutionResult: + container = self._connector_under_test_container + # Do not cache downstream dagger layers + container = container.with_env_variable("CACHEBUSTER", str(uuid.uuid4())) + for env_var_name, env_var_value in self.environment_variables.items(): + container = container.with_env_variable(env_var_name, env_var_value) + if self.config: + container = container.with_new_file(self.IN_CONTAINER_CONFIG_PATH, contents=json.dumps(dict(self.config))) + if self.state: + container = container.with_new_file(self.IN_CONTAINER_STATE_PATH, contents=json.dumps(self.state)) + if self.catalog: + container = container.with_new_file(self.IN_CONTAINER_CATALOG_PATH, contents=self.catalog.json()) + if self.enable_http_cache: + container = await self._bind_connector_container_to_proxy(container) + executed_container = await container.with_exec(self.full_command).sync() + + return ExecutionResult( + stdout=await executed_container.stdout(), + stderr=await executed_container.stderr(), + executed_container=executed_container, + http_dump=await self._retrieve_http_dump() if self.enable_http_cache else None, + ) + + def _get_http_dumps_cache_volume(self) -> dagger.CacheVolume: + config_data = self.config.data if self.config else None + proxy_cache_key = hashlib.md5((self.connector_under_test.name + str(config_data)).encode("utf-8")).hexdigest() + return self.dagger_client.cache_volume(f"{self.MITMPROXY_IMAGE}{proxy_cache_key}") + + def _get_mitmproxy_dir_cache(self) -> dagger.CacheVolume: + return self.dagger_client.cache_volume(self.MITMPROXY_IMAGE) + + async def _get_proxy_container( + self, + ) -> dagger.Container: + proxy_container = ( + self.dagger_client.container() + .from_(self.MITMPROXY_IMAGE) + .with_exec(["mkdir", "-p", "/home/mitmproxy/.mitmproxy"], skip_entrypoint=True) + .with_mounted_cache("/dumps", self._get_http_dumps_cache_volume()) + .with_mounted_cache("/home/mitmproxy/.mitmproxy", self._get_mitmproxy_dir_cache()) + ) + previous_dump_files = ( + await proxy_container.with_env_variable("CACHEBUSTER", str(uuid.uuid4())) + .with_exec(["ls", "/dumps"], skip_entrypoint=True) + .stdout() + ).splitlines() + if self.HTTP_DUMP_FILE_NAME in previous_dump_files: + command = [ + "mitmweb", + "--server-replay", + f"/dumps/{self.HTTP_DUMP_FILE_NAME}", + ] + else: + command = [ + "mitmweb", + "--save-stream-file", + f"/dumps/{self.HTTP_DUMP_FILE_NAME}", + ] + + return proxy_container.with_exec(command) + + async def _bind_connector_container_to_proxy(self, container: dagger.Container): + proxy_srv = await self._get_proxy_container() + proxy_host, proxy_port = "proxy_server", 8080 + cert_path_in_volume = "/mitmproxy_dir/mitmproxy-ca.pem" + requests_cert_path = "/usr/local/lib/python3.9/site-packages/certifi/cacert.pem" + ca_certificate_path = "/usr/local/share/ca-certificates/mitmproxy.crt" + + return ( + container.with_service_binding(proxy_host, proxy_srv.with_exposed_port(proxy_port).as_service()) + .with_mounted_cache("/mitmproxy_dir", self._get_mitmproxy_dir_cache()) + .with_exec(["cp", cert_path_in_volume, requests_cert_path], skip_entrypoint=True) + .with_exec(["cp", cert_path_in_volume, ca_certificate_path], skip_entrypoint=True) + .with_env_variable("REQUESTS_CA_BUNDLE", requests_cert_path) + .with_exec(["update-ca-certificates"], skip_entrypoint=True) + .with_env_variable("http_proxy", f"{proxy_host}:{proxy_port}") + .with_env_variable("https_proxy", f"{proxy_host}:{proxy_port}") + ) + + async def _retrieve_http_dump(self) -> dagger.File: + return await ( + self.dagger_client.container() + .from_("alpine:latest") + .with_mounted_cache("/dumps", self._get_http_dumps_cache_volume()) + .with_exec(["mkdir", "/to_export"]) + .with_exec( + [ + "cp", + "-r", + f"/dumps/{self.HTTP_DUMP_FILE_NAME}", + f"/to_export/{self.HTTP_DUMP_FILE_NAME}", + ] + ) + .file(f"/to_export/{self.HTTP_DUMP_FILE_NAME}") + ) diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/models.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/models.py new file mode 100644 index 0000000000000..0b9bbd58eda5a --- /dev/null +++ b/airbyte-ci/connectors/live-tests/src/live_tests/commons/models.py @@ -0,0 +1,235 @@ +# Copyright (c) 2023 Airbyte, Inc., all rights reserved. + +import time +from dataclasses import dataclass, field +from enum import Enum +from pathlib import Path +from typing import Dict, List, Optional, Tuple + +import _collections_abc +import dagger +from airbyte_protocol.models import AirbyteMessage # type: ignore +from airbyte_protocol.models import ConfiguredAirbyteCatalog # type: ignore +from live_tests.commons.backends import FileBackend +from pydantic import ValidationError + + +class UserDict(_collections_abc.MutableMapping): + # Start by filling-out the abstract methods + def __init__(self, dict=None, /, **kwargs): + self.data = {} + if dict is not None: + self.update(dict) + if kwargs: + self.update(kwargs) + + def __len__(self): + return len(self.data) + + def __getitem__(self, key): + if key in self.data: + return self.data[key] + if hasattr(self.__class__, "__missing__"): + return self.__class__.__missing__(self, key) + raise KeyError(key) + + def __setitem__(self, key, item): + self.data[key] = item + + def __delitem__(self, key): + del self.data[key] + + def __iter__(self): + return iter(self.data) + + # Modify __contains__ to work correctly when __missing__ is present + def __contains__(self, key): + return key in self.data + + # Now, add the methods in dicts but not in MutableMapping + def __repr__(self): + return repr(self.data) + + def __or__(self, other): + if isinstance(other, UserDict): + return self.__class__(self.data | other.data) + if isinstance(other, dict): + return self.__class__(self.data | other) + return NotImplemented + + def __ror__(self, other): + if isinstance(other, UserDict): + return self.__class__(other.data | self.data) + if isinstance(other, dict): + return self.__class__(other | self.data) + return NotImplemented + + def __ior__(self, other): + if isinstance(other, UserDict): + self.data |= other.data + else: + self.data |= other + return self + + def __copy__(self): + inst = self.__class__.__new__(self.__class__) + inst.__dict__.update(self.__dict__) + # Create a copy and avoid triggering descriptors + inst.__dict__["data"] = self.__dict__["data"].copy() + return inst + + def copy(self): + if self.__class__ is UserDict: + return UserDict(self.data.copy()) + import copy + + data = self.data + try: + self.data = {} + c = copy.copy(self) + finally: + self.data = data + c.update(self) + return c + + @classmethod + def fromkeys(cls, iterable, value=None): + d = cls() + for key in iterable: + d[key] = value + return d + + +class SecretDict(UserDict): + def __str__(self) -> str: + return f"{self.__class__.__name__}(******)" + + def __repr__(self) -> str: + return str(self) + + +class Command(Enum): + CHECK = "check" + DISCOVER = "discover" + READ = "read" + READ_WITH_STATE = "read-with-state" + SPEC = "spec" + + +@dataclass +class ConnectorUnderTest: + image_name: str + container: dagger.Container + + @property + def name(self): + return self.image_name.replace("airbyte/", "").split(":")[0] + + @property + def version(self): + return self.image_name.replace("airbyte/", "").split(":")[1] + + +@dataclass +class ExecutionInputs: + connector_under_test: ConnectorUnderTest + command: Command + config: Optional[SecretDict] = None + catalog: Optional[ConfiguredAirbyteCatalog] = None + state: Optional[Dict] = None + environment_variables: Optional[Dict] = None + enable_http_cache: bool = True + + def to_dict(self) -> dict: + return { + "connector_under_test": self.connector_under_test, + "command": self.command, + "config": self.config, + "catalog": self.catalog, + "state": self.state, + "environment_variables": self.environment_variables, + "enable_http_cache": self.enable_http_cache, + } + + def raise_if_missing_attr_for_command(self, attribute: str): + if getattr(self, attribute) is None: + raise ValueError(f"We need a {attribute} to run the {self.command.value} command") + + def __post_init__(self): + if self.command is Command.CHECK: + self.raise_if_missing_attr_for_command("config") + if self.command is Command.DISCOVER: + self.raise_if_missing_attr_for_command("config") + if self.command is Command.READ: + self.raise_if_missing_attr_for_command("config") + self.raise_if_missing_attr_for_command("catalog") + if self.command is Command.READ_WITH_STATE: + self.raise_if_missing_attr_for_command("config") + self.raise_if_missing_attr_for_command("catalog") + self.raise_if_missing_attr_for_command("state") + + +@dataclass +class ExecutionResult: + stdout: str + stderr: str + executed_container: dagger.Container + http_dump: Optional[dagger.File] + airbyte_messages: List[AirbyteMessage] = field(default_factory=list) + airbyte_messages_parsing_errors: List[Tuple[Exception, str]] = field(default_factory=list) + + def __post_init__(self): + self.airbyte_messages, self.airbyte_messages_parsing_errors = self.parse_airbyte_messages_from_command_output(self.stdout) + + @staticmethod + def parse_airbyte_messages_from_command_output( + command_output: str, + ) -> Tuple[List[AirbyteMessage], List[Tuple[Exception, str]]]: + airbyte_messages: List[AirbyteMessage] = [] + parsing_errors: List[Tuple[Exception, str]] = [] + for line in command_output.splitlines(): + try: + airbyte_messages.append(AirbyteMessage.parse_raw(line)) + except ValidationError as e: + parsing_errors.append((e, line)) + return airbyte_messages, parsing_errors + + +@dataclass +class ExecutionReport: + execution_inputs: ExecutionInputs + execution_result: ExecutionResult + created_at: int = field(default_factory=lambda: int(time.time())) + + @property + def report_dir(self) -> str: + return f"{self.created_at}/{self.execution_inputs.connector_under_test.name}/{self.execution_inputs.command.value}/{self.execution_inputs.connector_under_test.version}/" + + @property + def stdout_filename(self): + return "stdout.log" + + @property + def stderr_filename(self): + return "stderr.log" + + @property + def http_dump_filename(self): + return "http_dump.mitm" + + async def save_to_disk(self, output_dir: Path) -> None: + final_dir = output_dir / self.report_dir + final_dir.mkdir(parents=True, exist_ok=True) + stdout_file_path = final_dir / self.stdout_filename + stdout_file_path.write_text(self.execution_result.stdout) + + stderr_file_path = final_dir / self.stderr_filename + stderr_file_path.write_text(self.execution_result.stderr) + if self.execution_result.http_dump: + http_dump_file_path = final_dir / self.http_dump_filename + await self.execution_result.http_dump.export(str(http_dump_file_path.resolve())) + # TODO merge ExecutionReport.save_to_disk and Backend.write? + # Make backends use customizable + airbyte_messages_dir = final_dir / "airbyte_messages" + airbyte_messages_dir.mkdir(parents=True, exist_ok=True) + await FileBackend(airbyte_messages_dir).write(self.execution_result.airbyte_messages) diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/utils.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/utils.py new file mode 100644 index 0000000000000..4b62defb821aa --- /dev/null +++ b/airbyte-ci/connectors/live-tests/src/live_tests/commons/utils.py @@ -0,0 +1,37 @@ +# Copyright (c) 2023 Airbyte, Inc., all rights reserved. + +import json +from pathlib import Path +from typing import Dict, List, Optional + +import dagger +from live_tests.commons.connector_runner import SecretDict, get_connector_container +from live_tests.commons.models import ConnectorUnderTest + + +def get_connector_config(path: Optional[str | Path]) -> Optional[SecretDict]: + if path is None: + return None + return SecretDict(_read_json(path)) + + +def get_state(path: Optional[str | Path]) -> Optional[Dict]: + if path is None: + return None + return _read_json(path) + + +def _read_json(path: Path | str) -> Dict: + with open(str(path), "r") as file: + contents = file.read() + return json.loads(contents) + + +async def get_connector_under_test(dagger_client: dagger.Client, connector_image_name: str) -> ConnectorUnderTest: + dagger_container = await get_connector_container(dagger_client, connector_image_name) + return ConnectorUnderTest(connector_image_name, dagger_container) + + +def sh_dash_c(lines: List[str]) -> List[str]: + """Wrap sequence of commands in shell for safe usage of dagger Container's with_exec method.""" + return ["sh", "-c", " && ".join(["set -o xtrace"] + lines)] diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/debug/__init__.py b/airbyte-ci/connectors/live-tests/src/live_tests/debug/__init__.py new file mode 100644 index 0000000000000..33baac2d26138 --- /dev/null +++ b/airbyte-ci/connectors/live-tests/src/live_tests/debug/__init__.py @@ -0,0 +1,8 @@ +# Copyright (c) 2023 Airbyte, Inc., all rights reserved. + +import dagger +import os +import sys + +DAGGER_EXEC_TIMEOUT = dagger.Timeout(int(os.environ.get("DAGGER_EXEC_TIMEOUT", "3600"))) # One hour by default +DAGGER_CONFIG = dagger.Config(timeout=DAGGER_EXEC_TIMEOUT, log_output=sys.stderr) diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/debug/cli.py b/airbyte-ci/connectors/live-tests/src/live_tests/debug/cli.py new file mode 100644 index 0000000000000..9dc7fba9cfbcb --- /dev/null +++ b/airbyte-ci/connectors/live-tests/src/live_tests/debug/cli.py @@ -0,0 +1,95 @@ +# Copyright (c) 2023 Airbyte, Inc., all rights reserved. + +import time +from pathlib import Path +from typing import List, Optional + +import asyncclick as click +import dagger +from airbyte_protocol.models import ConfiguredAirbyteCatalog # type: ignore +from live_tests.commons.connector_runner import ConnectorRunner +from live_tests.commons.models import Command, ExecutionInputs, ExecutionReport +from live_tests.commons.utils import get_connector_config, get_connector_under_test, get_state +from live_tests.debug import DAGGER_CONFIG + + +@click.command( + "debug", + help="Run a specific command on one or multiple connectors and persists the outputs to local storage.", +) +@click.argument( + "command", + type=click.Choice([c.value for c in Command]), + callback=lambda _, __, value: Command(value), +) +@click.option( + "-c", + "--connector-image", + "connector_images", + help="Docker image name of the connector to debug (e.g. `airbyte/source-faker:latest`, `airbyte/source-faker:dev`)", + multiple=True, + type=str, + required=True, +) +@click.option( + "-o", + "--output-directory", + help="Directory in which connector output and test results should be stored. Defaults to the current directory.", + default=Path("live_tests_debug_reports"), + type=click.Path(file_okay=False, dir_okay=True, resolve_path=True, path_type=Path), +) +@click.option( + "--config-path", + help="Path to the connector config.", + type=click.Path(exists=True, file_okay=True, dir_okay=False, resolve_path=True, path_type=Path), +) +@click.option( + "--catalog-path", + help="Path to the connector catalog.", + type=click.Path(exists=True, file_okay=True, dir_okay=False, resolve_path=True, path_type=Path), +) +@click.option( + "--state-path", + help="Path to the connector state.", + type=click.Path(exists=True, file_okay=True, dir_okay=False, resolve_path=True, path_type=Path), +) +@click.option( + "-hc", + "--http-cache", + "enable_http_cache", + help="Use the HTTP cache for the connector.", + default=True, + is_flag=True, + type=bool, +) +# TODO add an env var options to pass to the connector +@click.pass_context +async def debug_cmd( + ctx: click.Context, + command: Command, + connector_images: List[str], + output_directory: Path, + config_path: Optional[str], + catalog_path: Optional[str], + state_path: Optional[str], + enable_http_cache: bool, +): + output_directory.mkdir(parents=True, exist_ok=True) + debug_session_start_time = int(time.time()) + async with dagger.Connection(config=DAGGER_CONFIG) as dagger_client: + for connector_image in connector_images: + try: + execution_inputs = ExecutionInputs( + connector_under_test=await get_connector_under_test(dagger_client, connector_image), + command=command, + config=get_connector_config(config_path), + catalog=ConfiguredAirbyteCatalog.parse_file(catalog_path) if catalog_path else None, + state=get_state(state_path) if state_path else None, + environment_variables=None, + enable_http_cache=enable_http_cache, + ) + except ValueError as e: + raise click.UsageError(str(e)) + execution_result = await ConnectorRunner(dagger_client, **execution_inputs.to_dict()).run() + execution_report = ExecutionReport(execution_inputs, execution_result, created_at=debug_session_start_time) + await execution_report.save_to_disk(output_directory) diff --git a/airbyte-ci/connectors/live-tests/tests/__init__.py b/airbyte-ci/connectors/live-tests/tests/__init__.py new file mode 100644 index 0000000000000..f70ecfc3a89e7 --- /dev/null +++ b/airbyte-ci/connectors/live-tests/tests/__init__.py @@ -0,0 +1 @@ +# Copyright (c) 2023 Airbyte, Inc., all rights reserved. diff --git a/airbyte-ci/connectors/live-tests/tests/backends/__init__.py b/airbyte-ci/connectors/live-tests/tests/backends/__init__.py new file mode 100644 index 0000000000000..e69de29bb2d1d diff --git a/airbyte-ci/connectors/live-tests/tests/backends/test_file_backend.py b/airbyte-ci/connectors/live-tests/tests/backends/test_file_backend.py new file mode 100644 index 0000000000000..0de07435efb45 --- /dev/null +++ b/airbyte-ci/connectors/live-tests/tests/backends/test_file_backend.py @@ -0,0 +1,72 @@ +# Copyright (c) 2023 Airbyte, Inc., all rights reserved. + +from pathlib import Path + +import pytest +from airbyte_protocol.models import ( + AirbyteCatalog, + AirbyteConnectionStatus, + AirbyteMessage, + AirbyteRecordMessage, + AirbyteStateMessage, + ConnectorSpecification, + Status, +) +from airbyte_protocol.models import Type as AirbyteMessageType +from live_tests.commons.backends import FileBackend + + +@pytest.mark.asyncio +@pytest.mark.parametrize( + "messages, expected_writes", + [ + ( + [ + AirbyteMessage(type=AirbyteMessageType.CATALOG, catalog=AirbyteCatalog(streams=[])), + AirbyteMessage( + type=AirbyteMessageType.CONNECTION_STATUS, + connectionStatus=AirbyteConnectionStatus(status=Status.SUCCEEDED), + ), + AirbyteMessage( + type=AirbyteMessageType.RECORD, + record=AirbyteRecordMessage(stream="test_stream", data={}, emitted_at=123456789), + ), + AirbyteMessage( + type=AirbyteMessageType.SPEC, + spec=ConnectorSpecification(connectionSpecification={}), + ), + AirbyteMessage( + type=AirbyteMessageType.STATE, + state=AirbyteStateMessage(data={"test": "value"}), + ), + ], + [ + ("catalog.jsonl", '{"streams": []}\n'), + ( + "connection_status.jsonl", + '{"status": "SUCCEEDED", "message": null}\n', + ), + ( + "test_stream_records.jsonl", + '{"namespace": null, "stream": "test_stream", "data": {}, "meta": null}\n', + ), + ( + "spec.jsonl", + '{"documentationUrl": null, "changelogUrl": null, "connectionSpecification": {}, "supportsIncremental": null, "supportsNormalization": false, "supportsDBT": false, "supported_destination_sync_modes": null, "advanced_auth": null, "protocol_version": null}\n', + ), + ( + "_global_states.jsonl", + '{"type": null, "stream": null, "global_": null, "data": {"test": "value"}, "sourceStats": null, "destinationStats": null}\n', + ), + ], + ), + ], +) +async def test_write(tmp_path, messages, expected_writes): + backend = FileBackend(tmp_path) + await backend.write(messages) + for expected_file, expected_content in expected_writes: + expected_path = Path(tmp_path / expected_file) + assert expected_path.exists() + content = expected_path.read_text() + assert content == expected_content diff --git a/airbyte-ci/connectors/pipelines/README.md b/airbyte-ci/connectors/pipelines/README.md index 8bd2d171491bf..eff96c3c68560 100644 --- a/airbyte-ci/connectors/pipelines/README.md +++ b/airbyte-ci/connectors/pipelines/README.md @@ -644,10 +644,11 @@ E.G.: running Poe tasks on the modified internal packages of the current branch: | Version | PR | Description | | ------- | ---------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------- | +| 4.5.1 | [#35786](https://github.com/airbytehq/airbyte/pull/35786) | Declare `live_tests` as an internal poetry package. | | 4.5.0 | [#35784](https://github.com/airbytehq/airbyte/pull/35784) | Format command supports kotlin | | 4.4.0 | [#35317](https://github.com/airbytehq/airbyte/pull/35317) | Augment java connector reports to include full logs and junit test results | | 4.3.2 | [#35536](https://github.com/airbytehq/airbyte/pull/35536) | Make QA checks run correctly on `*-strict-encrypt` connectors. | -| 4.3.1 | [#35437](https://github.com/airbytehq/airbyte/pull/35437) | Do not run QA checks on publish, just MetadataValidation. | +| 4.3.1 | [#35437](https://github.com/airbytehq/airbyte/pull/35437) | Do not run QA checks on publish, just MetadataValidation. | | 4.3.0 | [#35438](https://github.com/airbytehq/airbyte/pull/35438) | Optionally disable telemetry with environment variable. | | 4.2.4 | [#35325](https://github.com/airbytehq/airbyte/pull/35325) | Use `connectors_qa` for QA checks and remove redundant checks. | | 4.2.3 | [#35322](https://github.com/airbytehq/airbyte/pull/35322) | Declare `connectors_qa` as an internal package for testing. | diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/test/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/test/__init__.py index 882d61c8f7c72..43bcee98b3884 100644 --- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/test/__init__.py +++ b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/test/__init__.py @@ -12,6 +12,7 @@ "airbyte-ci/connectors/connector_ops", "airbyte-ci/connectors/connectors_qa", "airbyte-ci/connectors/ci_credentials", + "airbyte-ci/connectors/live-tests", "airbyte-ci/connectors/metadata_service/lib", "airbyte-ci/connectors/metadata_service/orchestrator", "airbyte-integrations/bases/connector-acceptance-test" diff --git a/airbyte-ci/connectors/pipelines/pyproject.toml b/airbyte-ci/connectors/pipelines/pyproject.toml index 629a40b57e4cc..2fbb1c46ce1d4 100644 --- a/airbyte-ci/connectors/pipelines/pyproject.toml +++ b/airbyte-ci/connectors/pipelines/pyproject.toml @@ -4,7 +4,7 @@ build-backend = "poetry.core.masonry.api" [tool.poetry] name = "pipelines" -version = "4.5.0" +version = "4.5.1" description = "Packaged maintained by the connector operations team to perform CI for connectors' pipelines" authors = ["Airbyte "]