From 37cb0e3862a29c1d071b40e37f1e950ad4ef193f Mon Sep 17 00:00:00 2001 From: Jules Huisman Date: Sat, 18 Feb 2023 14:13:35 +0000 Subject: [PATCH 1/2] Multiple refactors --- README.md | 15 + dagster_meltano/__init__.py | 2 +- dagster_meltano/assets.py | 40 - dagster_meltano/exceptions.py | 2 + dagster_meltano/job.py | 44 +- dagster_meltano/log_processing.py | 10 - dagster_meltano/log_processing/__init__.py | 50 -- .../log_processing/json_processor.py | 22 - .../log_processing/metadata_processor.py | 80 -- .../log_processing/passthrough_processor.py | 15 - dagster_meltano/logging.yaml | 2 +- dagster_meltano/meltano_invoker.py | 153 ---- dagster_meltano/meltano_resource.py | 127 ++- dagster_meltano/ops.py | 86 +- meltano_project/meltano.yml | 1 + poetry.lock | 764 +++++++++++------- pyproject.toml | 3 +- tests/test_meltano_command.py | 31 + tests/test_meltano_run.py | 65 +- 19 files changed, 740 insertions(+), 772 deletions(-) delete mode 100644 dagster_meltano/assets.py create mode 100644 dagster_meltano/exceptions.py delete mode 100644 dagster_meltano/log_processing.py delete mode 100644 dagster_meltano/log_processing/__init__.py delete mode 100644 dagster_meltano/log_processing/json_processor.py delete mode 100644 dagster_meltano/log_processing/metadata_processor.py delete mode 100644 dagster_meltano/log_processing/passthrough_processor.py delete mode 100644 dagster_meltano/meltano_invoker.py create mode 100644 tests/test_meltano_command.py diff --git a/README.md b/README.md index 59be9f4..51dddad 100644 --- a/README.md +++ b/README.md @@ -49,6 +49,21 @@ ops: TAP_SMOKE_TEST_STREAMS: '[{"stream_name": "new-stream", "input_filename": "demo.json"}]' ``` +An example of running an arbitrary Meltano command. + +```python +from dagster import repository, job +from dagster_meltano import meltano_resource, meltano_command_op + +@job(resource_defs={"meltano": meltano_resource}) +def meltano_command_job(): + meltano_command_op("install loader tap-smoke-test")() + +@repository() +def repository(): + return [meltano_command_job] +``` + ## Development using VSCode 1. Open this repository in Visual Studio Code. diff --git a/dagster_meltano/__init__.py b/dagster_meltano/__init__.py index cd45475..04e17d8 100644 --- a/dagster_meltano/__init__.py +++ b/dagster_meltano/__init__.py @@ -5,4 +5,4 @@ load_jobs_from_meltano_project, ) from dagster_meltano.meltano_resource import MeltanoResource, meltano_resource -from dagster_meltano.ops import meltano_install_op, meltano_run_op +from dagster_meltano.ops import meltano_command_op, meltano_install_op, meltano_run_op diff --git a/dagster_meltano/assets.py b/dagster_meltano/assets.py deleted file mode 100644 index dd5717e..0000000 --- a/dagster_meltano/assets.py +++ /dev/null @@ -1,40 +0,0 @@ -from typing import List, Optional - -from dagster import AssetsDefinition -from dagster_dbt import load_assets_from_dbt_project - -# from dagster_meltano.meltano_resource import MeltanoResource -# from .utils import generate_dbt_group_name - - -def load_assets_from_meltano_project( - meltano_project_dir: str, - dbt_project_dir: Optional[str] = None, - dbt_profiles_dir: Optional[str] = None, - dbt_target_dir: Optional[str] = None, - dbt_use_build_command: bool = True, -) -> List[AssetsDefinition]: - """This function generates all Assets it can find in the supplied Meltano project. - This currently includes the taps and dbt assets. - - Args: - project_dir (Optional[str], optional): The location of the Meltano project. Defaults to os.getenv("MELTANO_PROJECT_ROOT"). - - Returns: - List[AssetsDefinition]: Returns a list of all Meltano assets - """ - return [] - meltano_resource = MeltanoResource(meltano_project_dir) - meltano_assets = [extractor.asset for extractor in meltano_resource.extractors] - - if dbt_project_dir: - dbt_assets = load_assets_from_dbt_project( - project_dir=dbt_project_dir, - profiles_dir=dbt_profiles_dir, - target_dir=dbt_target_dir, - use_build_command=dbt_use_build_command, - node_info_to_group_fn=generate_dbt_group_name, - ) - meltano_assets += dbt_assets - - return meltano_assets diff --git a/dagster_meltano/exceptions.py b/dagster_meltano/exceptions.py new file mode 100644 index 0000000..495ea4c --- /dev/null +++ b/dagster_meltano/exceptions.py @@ -0,0 +1,2 @@ +class MeltanoCommandError(Exception): + pass diff --git a/dagster_meltano/job.py b/dagster_meltano/job.py index 90281b1..b405d22 100644 --- a/dagster_meltano/job.py +++ b/dagster_meltano/job.py @@ -14,20 +14,14 @@ op, ) -from dagster_meltano.meltano_invoker import MeltanoInvoker from dagster_meltano.ops import meltano_run_op as meltano_run_op_factory from dagster_meltano.utils import generate_dagster_name class Job: - def __init__( - self, - meltano_job: dict, - meltano_invoker: MeltanoInvoker, - ) -> None: + def __init__(self, meltano_job: dict) -> None: self.name = meltano_job["job_name"] self.tasks = meltano_job["tasks"] - self.meltano_invoker = meltano_invoker @property def dagster_name(self) -> str: @@ -54,44 +48,10 @@ def dagster_job(): meltano_run_op = meltano_run_op_factory(task) current_task_contains_tap = self.task_contains_tap(task) - # # If the task does not contain a tap, we generate a new layer - # if not self.task_contains_tap(task): - # op_layers.append([]) - if not current_task_contains_tap or not previous_task_contains_tap: op_layers.append([]) - # if not current_task_contains_tap and previous_task_contains_tap: - - # op_layers.append([]) - - # # When we are in the first layer - # if len(op_layers) == 1: - # op_layers[-1].append(meltano_run_op()) - # continue - - op_layers[-1].append(meltano_run_op(op_layers[-2])) + op_layers[-1].append(meltano_run_op(after=op_layers[-2])) previous_task_contains_tap = current_task_contains_tap - # logging.warning(op_layers) - - # for op_layer_index, op_layer in enumerate(op_layers)[1:]: - # previous_layer = op_layers[op_layer_index - 1] - - # for - # [meltano_run_op(previous_layer) for meltano_run_op in op_layer] - - # meltano_run_op() - - # meltano_run = meltano_run_op(command=task) - - # if previous_done: - # previous_done = meltano_run(previous_done) - # else: - # previous_done = meltano_run() - - # if self.task_contains_tap(task): - # previous_done.append(previous_done) - # continue - return dagster_job diff --git a/dagster_meltano/log_processing.py b/dagster_meltano/log_processing.py deleted file mode 100644 index 2c33f4e..0000000 --- a/dagster_meltano/log_processing.py +++ /dev/null @@ -1,10 +0,0 @@ - - - - - - - - - - diff --git a/dagster_meltano/log_processing/__init__.py b/dagster_meltano/log_processing/__init__.py deleted file mode 100644 index 5a4c2e1..0000000 --- a/dagster_meltano/log_processing/__init__.py +++ /dev/null @@ -1,50 +0,0 @@ -import asyncio -from abc import ABC, abstractmethod -from typing import Any, Optional - -from dagster import get_dagster_logger - - -class LogProcessor(ABC): - """ - A generic log processor. - """ - - def __init__(self, reader: asyncio.streams.StreamReader, log_type: str) -> dict: - self.reader = reader - self.log_type = log_type - self.dagster_logger = get_dagster_logger() - - async def process_logs(self): - """ - A method that starts processing the logs. - """ - while True: - # If there are no more logs to process - if self.reader.at_eof(): - break - - log_line = await self.reader.readline() - log_line = log_line.decode("utf-8").rstrip() - self.process_line(log_line) - - await asyncio.sleep(0) - - return self.results - - @abstractmethod - def process_line(self, log_line: str): - """Process a single log line. - - Args: - log_line (str): A single log line. - """ - ... - - def results(self) -> Optional[Any]: - """Return optional results from the log processor. - - Returns: - Optional[Any]: _description_ - """ - return None diff --git a/dagster_meltano/log_processing/json_processor.py b/dagster_meltano/log_processing/json_processor.py deleted file mode 100644 index c053f06..0000000 --- a/dagster_meltano/log_processing/json_processor.py +++ /dev/null @@ -1,22 +0,0 @@ -import json -from typing import Any, Optional - -from dagster_meltano.log_processing import LogProcessor - - -class JsonLogProcessor(LogProcessor): - """ - A log processor that tries to read JSON from the log lines. - """ - - log_lines = "" - - def process_line(self, log_line: str): - self.log_lines += log_line - - @property - def results(self) -> Optional[Any]: - try: - return json.loads(self.log_lines) - except json.decoder.JSONDecodeError: - raise ValueError(f"Could not process json: {self.log_lines}") diff --git a/dagster_meltano/log_processing/metadata_processor.py b/dagster_meltano/log_processing/metadata_processor.py deleted file mode 100644 index 7563b1e..0000000 --- a/dagster_meltano/log_processing/metadata_processor.py +++ /dev/null @@ -1,80 +0,0 @@ -import asyncio -import json -from abc import ABC, abstractmethod -from dataclasses import dataclass -from json import JSONDecoder -from typing import Any, Iterator, List, Optional - -from dagster_meltano.log_processing import LogProcessor - - -def extract_json_objects(text, decoder=JSONDecoder()): - """Find JSON objects in text, and yield the decoded JSON data - Does not attempt to look for JSON arrays, text, or other JSON types outside - of a parent JSON object. - """ - pos = 0 - while True: - match = text.find('{', pos) - if match == -1: - break - try: - result, index = decoder.raw_decode(text[match:]) - yield result - pos = match + index - except ValueError: - pos = match + 1 - - -class Metric: - def __init__(self, body: dict) -> None: - self.body = body - - @property - def is_record_count(self) -> bool: - return self.body.get("metric") == "record_count" - - @property - def value(self) -> int: - return self.body.get("value") - - @property - def tags(self) -> dict: - return self.body.get("tags") - - @property - def stream_name(self) -> str: - return self.tags.get("stream") or self.tags.get("endpoint") - - -class MetadataLogProcessor(LogProcessor): - metrics: List[Metric] = [] - - def find_metrics(self, log_line: str) -> Iterator[Metric]: - for json_object in extract_json_objects(log_line): - yield Metric(json_object) - - def process_line(self, log_line: str): - if not log_line: - return - - log_function = self.dagster_logger.info - - try: - log_line = json.loads(log_line) - except json.decoder.JSONDecodeError: - log_function(log_line) - return - - event = log_line.get("event", log_line) - - if log_line.get("level") == "debug": - log_function = self.dagster_logger.debug - - log_function(event) - - self.metrics.extend(self.find_metrics(event)) - - @property - def results(self) -> Optional[Any]: - return self.metrics diff --git a/dagster_meltano/log_processing/passthrough_processor.py b/dagster_meltano/log_processing/passthrough_processor.py deleted file mode 100644 index 34014fd..0000000 --- a/dagster_meltano/log_processing/passthrough_processor.py +++ /dev/null @@ -1,15 +0,0 @@ -from dagster_meltano.log_processing import LogProcessor - - -class PassthroughLogProcessor(LogProcessor): - """ - A log processor that passes all log lines to the Dagster logger. - """ - - def process_line(self, log_line: str): - """Pass the log line to Dagster. - - Args: - log_line (str): The log line to pass. - """ - self.dagster_logger.info(log_line) diff --git a/dagster_meltano/logging.yaml b/dagster_meltano/logging.yaml index bddc856..5564bd6 100644 --- a/dagster_meltano/logging.yaml +++ b/dagster_meltano/logging.yaml @@ -20,7 +20,7 @@ handlers: console: class: logging.StreamHandler level: INFO - formatter: json + formatter: default stream: "ext://sys.stderr" root: diff --git a/dagster_meltano/meltano_invoker.py b/dagster_meltano/meltano_invoker.py deleted file mode 100644 index 2cf032c..0000000 --- a/dagster_meltano/meltano_invoker.py +++ /dev/null @@ -1,153 +0,0 @@ -import asyncio -import json -import os -import subprocess -from asyncio.subprocess import Process -from pathlib import Path -from typing import IO, Any, Callable, Dict, List, Optional, Tuple, Union - -from dagster import get_dagster_logger - -from dagster_meltano.log_processing import LogProcessor -from dagster_meltano.log_processing.passthrough_processor import PassthroughLogProcessor - -log = get_dagster_logger() - - -class MeltanoInvoker: - """Invoker utility class for invoking subprocesses.""" - - def __init__( - self, - bin: str = "meltano", - cwd: str = None, - log_level: str = "info", - env: Optional[Dict[str, Any]] = {}, - ) -> None: - """Minimal invoker for running subprocesses. - - Args: - bin: The path/name of the binary to run. - cwd: The working directory to run from. - env: Env to use when calling Popen, defaults to current os.environ if None. - """ - self.bin = bin - self.cwd = cwd - self.env = { - **os.environ.copy(), - "MELTANO_CLI_LOG_CONFIG": Path(__file__).parent / "logging.yaml", - "MELTANO_CLI_LOG_LEVEL": log_level, - "DBT_USE_COLORS": "false", - "NO_COLOR": "1", - **env, - } - - def run( - self, - *args: Union[str, bytes], - stdout: Union[None, int, IO] = subprocess.PIPE, - stderr: Union[None, int, IO] = subprocess.STDOUT, - text: bool = True, - **kwargs: Any, - ) -> subprocess.Popen: - """Run a subprocess. Simple wrapper around subprocess.run. - - Note that output from stdout and stderr is NOT logged automatically. Especially - useful when you want to run a command, but don't care about its output and only - care about its return code. - - stdout and stderr by default are set up to use subprocess.PIPE. If you do not - want to capture io from the subprocess use subprocess.DEVNULL to discard it. - - The Invoker's at env and cwd are used when calling `subprocess.run`. If you want - to override these you're likely better served using `subprocess.run` directly. - - Lastly note that this method is blocking AND `subprocess.run` is called with - `check=True`. This means that if the subprocess fails a `CalledProcessError` - will be raised. - - Args: - *args: The arguments to pass to the subprocess. - stdout: The stdout stream to use. - stderr: The stderr stream to use. - text: If true, decode stdin, stdout and stderr using the system default. - **kwargs: Additional keyword arguments to pass to subprocess.run. - - Returns: - The completed process. - """ - return subprocess.Popen( - [self.bin, *args], - cwd=self.cwd, - env=self.env, - stdout=stdout, - stderr=stderr, - text=text, - **kwargs, - ) - - async def exec( - self, - sub_command: Union[str, None] = None, - log_processor: Optional[LogProcessor] = PassthroughLogProcessor, - *args: Union[str, bytes], - ) -> Tuple[asyncio.subprocess.Process, List[any]]: - popen_args = [] - if sub_command: - popen_args.append(sub_command) - if args: - popen_args.extend(*args) - - process = await asyncio.create_subprocess_exec( - self.bin, - *popen_args, - stdout=asyncio.subprocess.PIPE, - stderr=asyncio.subprocess.PIPE, - cwd=self.cwd, - env=self.env, - ) - - log_results = await asyncio.gather( - asyncio.create_task( - log_processor(process.stderr, log_type="stderr").process_logs() - ), - asyncio.create_task( - log_processor(process.stdout, log_type="stdout").process_logs() - ), - return_exceptions=True, - ) - - # Raise first exception if any - for log_result in log_results: - if isinstance(log_result, Exception): - raise log_result - - await process.wait() - return process, log_results - - def run_and_log( - self, - sub_command: Union[str, None] = None, - log_processor: Optional[LogProcessor] = None, - *args: Union[str, bytes], - ) -> Tuple[Any, Any]: - """Run a subprocess and stream the output to the logger. - - Note that output from stdout and stderr IS logged. Best used when you want - to run a command and stream the output to a user. - - Args: - sub_command: The subcommand to run. - log_processor: Gets called for each log line that is being processed. - *args: The arguments to pass to the subprocess. - - Raises: - CalledProcessError: If the subprocess failed. - """ - process, log_results = asyncio.run(self.exec(sub_command, log_processor, *args)) - if process.returncode: - raise subprocess.CalledProcessError( - process.returncode, cmd=self.bin, stderr=None - ) - - return log_results diff --git a/dagster_meltano/meltano_resource.py b/dagster_meltano/meltano_resource.py index 557d6b7..25909a9 100644 --- a/dagster_meltano/meltano_resource.py +++ b/dagster_meltano/meltano_resource.py @@ -1,42 +1,101 @@ import asyncio +import json +import logging import os -from functools import lru_cache -from typing import Any, Dict, List, Optional +from functools import cached_property, lru_cache +from pathlib import Path +from typing import Dict, List, Optional, Union -from dagster import resource, Field +from dagster import DagsterLogManager, resource, Field +from dagster_meltano.exceptions import MeltanoCommandError from dagster_meltano.job import Job -from dagster_meltano.log_processing.json_processor import JsonLogProcessor -from dagster_meltano.meltano_invoker import MeltanoInvoker from dagster_meltano.schedule import Schedule from dagster_meltano.utils import Singleton +from dagster_shell import execute_shell_command STDOUT = 1 class MeltanoResource(metaclass=Singleton): - def __init__( - self, - project_dir: str = None, - meltano_bin: Optional[str] = "meltano", - env: Optional[Dict[str, Any]] = {}, - ): - self.project_dir = project_dir + def __init__(self, project_dir: str = None, meltano_bin: Optional[str] = "meltano"): + self.project_dir = str(project_dir) self.meltano_bin = meltano_bin - self.meltano_invoker = MeltanoInvoker( - bin=meltano_bin, - cwd=project_dir, - log_level="info", # TODO: Get this from the resource config - env=env, + + @property + def default_env(self) -> Dict[str, str]: + """The default environment to use when running Meltano commands. + + Returns: + Dict[str, str]: The environment variables. + """ + return { + **os.environ.copy(), + "MELTANO_CLI_LOG_CONFIG": Path(__file__).parent / "logging.yaml", + "DBT_USE_COLORS": "false", + "NO_COLOR": "1", + } + + def execute_command( + self, + command: str, + env: Dict[str, str], + logger: Union[logging.Logger, DagsterLogManager] = logging.Logger, + ) -> str: + """Execute a Meltano command. + + Args: + context (OpExecutionContext): The Dagster execution context. + command (str): The Meltano command to execute. + env (Dict[str, str]): The environment variables to inject when executing the command. + + Returns: + str: The output of the command. + """ + output, exit_code = execute_shell_command( + f"meltano {command}", + env={**self.default_env, **env}, + output_logging="STREAM", + log=logger, + cwd=self.project_dir, ) + if exit_code != 0: + raise MeltanoCommandError( + f"Command '{command}' failed with exit code {exit_code}" + ) + + print(output) + + return output + async def load_json_from_cli(self, command: List[str]) -> dict: - _, log_results = await self.meltano_invoker.exec( - None, - JsonLogProcessor, - command, + """Use the Meltano CLI to load JSON data. + Use asyncio to run multiple commands concurrently. + + Args: + command (List[str]): The Meltano command to execute. + + Returns: + dict: The processed JSON data. + """ + # Create the subprocess, redirect the standard output into a pipe + proc = await asyncio.create_subprocess_exec( + "meltano", + *command, + stdout=asyncio.subprocess.PIPE, + stderr=asyncio.subprocess.PIPE, + cwd=self.project_dir, ) - return log_results[STDOUT] + + # Wait for the subprocess to finish + stdout, stderr = await proc.communicate() + + # Try to load the output as JSON + try: + return json.loads(stdout) + except json.decoder.JSONDecodeError: + raise ValueError(f"Could not process json: {stdout} {stderr}") async def gather_meltano_yaml_information(self): jobs, schedules = await asyncio.gather( @@ -46,26 +105,22 @@ async def gather_meltano_yaml_information(self): return jobs, schedules - @property - @lru_cache - def meltano_yaml(self): + @cached_property + def meltano_yaml(self) -> dict: + """Asynchronously load the Meltano jobs and schedules. + + Returns: + dict: The Meltano jobs and schedules. + """ jobs, schedules = asyncio.run(self.gather_meltano_yaml_information()) return {"jobs": jobs["jobs"], "schedules": schedules["schedules"]} - @property - @lru_cache + @cached_property def meltano_jobs(self) -> List[Job]: meltano_job_list = self.meltano_yaml["jobs"] - return [ - Job( - meltano_job, - self.meltano_invoker, - ) - for meltano_job in meltano_job_list - ] + return [Job(meltano_job) for meltano_job in meltano_job_list] - @property - @lru_cache + @cached_property def meltano_schedules(self) -> List[Schedule]: meltano_schedule_list = self.meltano_yaml["schedules"]["job"] schedule_list = [ diff --git a/dagster_meltano/ops.py b/dagster_meltano/ops.py index 9cacd77..93242c9 100644 --- a/dagster_meltano/ops.py +++ b/dagster_meltano/ops.py @@ -1,18 +1,17 @@ from __future__ import annotations from functools import lru_cache -from typing import TYPE_CHECKING, Any, Dict, Optional -import json +from typing import TYPE_CHECKING, Optional from dagster import ( In, Nothing, OpDefinition, OpExecutionContext, + Out, get_dagster_logger, op, Field, ) -from dagster_meltano.log_processing.metadata_processor import MetadataLogProcessor from dagster_meltano.utils import generate_dagster_name if TYPE_CHECKING: @@ -24,24 +23,42 @@ @lru_cache -def meltano_run_op( +def meltano_command_op( command: str, + dagster_name: Optional[str] = None, ) -> OpDefinition: """ - Run `meltano run ` using a Dagster op. + Run `meltano ` using a Dagster op. This factory is cached to make sure the same commands can be reused in the same repository. + + Args: + command (str): The Meltano command to run. + dagster_name (Optional[str], optional): The Dagster name to use for the op. + Defaults to None. + + Returns: + OpDefinition: The Dagster op definition. """ - dagster_name = generate_dagster_name(command) + dagster_name = dagster_name or generate_dagster_name(command) ins = { "after": In(Nothing), + "env": In( + Optional[dict], + description="Environment variables to inject into the Meltano process.", + default_value={}, + ), + } + out = { + "logs": Out(str, description="The output logs of the Meltano command."), } @op( name=dagster_name, - description=f"Run `{command}` using Meltano.", + description=f"Run `meltano {command}`.", ins=ins, + out=out, tags={"kind": "meltano"}, required_resource_keys={"meltano"}, config_schema={ @@ -53,7 +70,10 @@ def meltano_run_op( ) }, ) - def dagster_op(context: OpExecutionContext): + def dagster_op( + context: OpExecutionContext, + env: Optional[dict], + ) -> str: """ Run `meltano run ` using a Dagster op. @@ -64,31 +84,59 @@ def dagster_op(context: OpExecutionContext): # Get the environment variables from the config and # add them to the Meltano invoker - env = context.op_config.get("env") - meltano_resource.meltano_invoker.env.update(env) + config_env = context.op_config.get("env") - _log_results = meltano_resource.meltano_invoker.run_and_log( - "run", - MetadataLogProcessor, - command.split(), - ) + # The environment variables are a combination of the ones from the + # Dagster op input and the ones from the config + env = {**env, **config_env} + + # Run the Meltano command + output = meltano_resource.execute_command(f"{command}", env, context.log) + + # Return the logs + return output return dagster_op +@lru_cache +def meltano_run_op( + command: str, +) -> OpDefinition: + """ + Run `meltano run ` using a Dagster op. + + This factory is cached to make sure the same commands can be reused in the + same repository. + """ + dagster_name = generate_dagster_name(command) + return meltano_command_op(command=f"run {command}", dagster_name=dagster_name) + + @op( name=generate_dagster_name("meltano install"), description="Install all Meltano plugins", ins={"after": In(Nothing)}, tags={"kind": "meltano"}, required_resource_keys={"meltano"}, + config_schema={ + "env": Field( + dict, + description="Environment variables to inject into the Meltano run process.", + default_value={}, + is_required=False, + ) + }, ) def meltano_install_op(context: OpExecutionContext): """ Run `meltano install` using a Dagster op. """ meltano_resource: MeltanoResource = context.resources.meltano - meltano_resource.meltano_invoker.run_and_log( - "install", - MetadataLogProcessor, - ) + + # Get the environment variables from the config and + # add them to the Meltano invoker + config_env = context.op_config.get("env") + + # Run the Meltano run command + meltano_resource.execute_command(f"install", config_env, context.log) diff --git a/meltano_project/meltano.yml b/meltano_project/meltano.yml index 0d15d53..7d94620 100644 --- a/meltano_project/meltano.yml +++ b/meltano_project/meltano.yml @@ -24,6 +24,7 @@ plugins: jobs: - name: load-jobs tasks: + - dagster - tap-smoke-test target-jsonl schedules: - name: daily-load-jobs diff --git a/poetry.lock b/poetry.lock index 7320587..9230253 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,6 +1,6 @@ [[package]] name = "alembic" -version = "1.9.1" +version = "1.9.4" description = "A database migration tool for SQLAlchemy." category = "main" optional = false @@ -17,7 +17,7 @@ tz = ["python-dateutil"] [[package]] name = "astroid" -version = "2.12.13" +version = "2.14.2" description = "An abstract syntax tree for Python with inference support." category = "dev" optional = false @@ -25,7 +25,7 @@ python-versions = ">=3.7.2" [package.dependencies] lazy-object-proxy = ">=1.4.0" -typing-extensions = {version = ">=3.10", markers = "python_version < \"3.10\""} +typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""} wrapt = {version = ">=1.11,<2", markers = "python_version < \"3.11\""} [[package]] @@ -53,14 +53,11 @@ python-versions = ">=3.6" [[package]] name = "charset-normalizer" -version = "2.1.1" +version = "3.0.1" description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet." category = "main" optional = false -python-versions = ">=3.6.0" - -[package.extras] -unicode-backport = ["unicodedata2"] +python-versions = "*" [[package]] name = "click" @@ -108,7 +105,7 @@ python-dateutil = "*" [[package]] name = "dagster" -version = "1.1.7" +version = "1.1.19" description = "The data orchestration platform built for productivity." category = "main" optional = false @@ -123,10 +120,11 @@ docstring-parser = "*" grpcio = ">=1.32.0,<1.48.1" grpcio-health-checking = ">=1.32.0,<1.44.0" Jinja2 = "*" -packaging = ">=20.9,<22" +packaging = ">=20.9" pendulum = "*" protobuf = ">=3.13.0,<4" psutil = {version = ">=1.0", markers = "platform_system == \"Windows\""} +pydantic = "*" python-dateutil = "*" python-dotenv = "*" pytz = "*" @@ -134,7 +132,7 @@ pywin32 = {version = "!=226", markers = "platform_system == \"Windows\""} PyYAML = ">=5.1" requests = "*" setuptools = "*" -sqlalchemy = ">=1.0" +sqlalchemy = ">=1.0,<2.0.0" tabulate = "*" tomli = "*" toposort = ">=1.0" @@ -144,11 +142,25 @@ universal-pathlib = "*" watchdog = ">=0.8.3" [package.extras] -black = ["black[jupyter] (==22.3.0)"] +black = ["black[jupyter] (==22.12.0)"] docker = ["docker"] -isort = ["isort (==5.10.1)"] -mypy = ["mypy (==0.991)", "types-PyYAML", "types-backports", "types-certifi", "types-chardet", "types-croniter", "types-cryptography", "types-mock", "types-paramiko", "types-pkg-resources", "types-protobuf (<=3.19.21)", "types-pyOpenSSL", "types-python-dateutil", "types-pytz", "types-requests", "types-simplejson", "types-six", "types-tabulate", "types-toml", "types-tzlocal"] -test = ["astroid", "buildkite-test-collector", "docker", "grpcio-tools (>=1.32.0,<1.44.0)", "mock (==3.0.5)", "objgraph", "protobuf (==3.13.0)", "pylint (==2.13.7)", "pytest (==7.0.1)", "pytest-cov (==2.10.1)", "pytest-dependency (==0.5.1)", "pytest-mock (==3.3.1)", "pytest-rerunfailures (==10.0)", "pytest-runner (==5.2)", "pytest-xdist (==2.1.0)", "responses (>=0.10.0,<0.11.0)", "snapshottest (==0.6.0)", "tox (==3.25.0)", "yamllint"] +pyright = ["pandas-stubs", "pyright (==1.1.293)", "types-PyYAML", "types-backports", "types-certifi", "types-chardet", "types-croniter", "types-cryptography", "types-mock", "types-paramiko", "types-pkg-resources", "types-pyOpenSSL", "types-python-dateutil", "types-pytz", "types-requests", "types-simplejson", "types-six", "types-sqlalchemy", "types-tabulate", "types-toml", "types-tzlocal"] +ruff = ["ruff (==0.0.241)"] +test = ["buildkite-test-collector", "docker", "grpcio-tools (>=1.32.0,<1.44.0)", "mock (==3.0.5)", "objgraph", "pytest (==7.0.1)", "pytest-cov (==2.10.1)", "pytest-dependency (==0.5.1)", "pytest-mock (==3.3.1)", "pytest-rerunfailures (==10.0)", "pytest-runner (==5.2)", "pytest-xdist (==2.1.0)", "responses", "snapshottest (==0.6.0)", "tox (==3.25.0)", "yamllint"] + +[[package]] +name = "dagster-shell" +version = "0.17.19" +description = "Package for Dagster shell ops." +category = "main" +optional = false +python-versions = "*" + +[package.dependencies] +dagster = "1.1.19" + +[package.extras] +test = ["psutil"] [[package]] name = "dill" @@ -182,7 +194,7 @@ test = ["pytest (>=6)"] [[package]] name = "fsspec" -version = "2022.11.0" +version = "2023.1.0" description = "File-system specification" category = "main" optional = false @@ -213,7 +225,7 @@ tqdm = ["tqdm"] [[package]] name = "greenlet" -version = "2.0.1" +version = "2.0.2" description = "Lightweight in-process concurrent programming" category = "main" optional = false @@ -221,7 +233,7 @@ python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*" [package.extras] docs = ["Sphinx", "docutils (<0.18)"] -test = ["faulthandler", "objgraph", "psutil"] +test = ["objgraph", "psutil"] [[package]] name = "grpcio" @@ -270,7 +282,7 @@ python-versions = ">=3.5" [[package]] name = "importlib-metadata" -version = "5.2.0" +version = "6.0.0" description = "Read metadata from Python packages" category = "main" optional = false @@ -286,7 +298,7 @@ testing = ["flake8 (<5)", "flufl.flake8", "importlib-resources (>=1.3)", "packag [[package]] name = "importlib-resources" -version = "5.10.2" +version = "5.12.0" description = "Read resources from Python packages" category = "main" optional = false @@ -301,23 +313,23 @@ testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-chec [[package]] name = "iniconfig" -version = "1.1.1" -description = "iniconfig: brain-dead simple config-ini parsing" +version = "2.0.0" +description = "brain-dead simple config-ini parsing" category = "dev" optional = false -python-versions = "*" +python-versions = ">=3.7" [[package]] name = "isort" -version = "5.11.4" +version = "5.12.0" description = "A Python utility / library to sort Python imports." category = "dev" optional = false -python-versions = ">=3.7.0" +python-versions = ">=3.8.0" [package.extras] -colors = ["colorama (>=0.4.3,<0.5.0)"] -pipfile-deprecated-finder = ["pipreqs", "requirementslib"] +colors = ["colorama (>=0.4.3)"] +pipfile-deprecated-finder = ["pip-shims (>=0.5.2)", "pipreqs", "requirementslib"] plugins = ["setuptools"] requirements-deprecated-finder = ["pip-api", "pipreqs"] @@ -337,7 +349,7 @@ i18n = ["Babel (>=2.7)"] [[package]] name = "lazy-object-proxy" -version = "1.8.0" +version = "1.9.0" description = "A fast and thorough lazy object proxy." category = "dev" optional = false @@ -361,7 +373,7 @@ testing = ["pytest"] [[package]] name = "markupsafe" -version = "2.1.1" +version = "2.1.2" description = "Safely add untrusted strings to HTML/XML markup." category = "main" optional = false @@ -377,14 +389,11 @@ python-versions = ">=3.6" [[package]] name = "packaging" -version = "21.3" +version = "23.0" description = "Core utilities for Python packages" category = "main" optional = false -python-versions = ">=3.6" - -[package.dependencies] -pyparsing = ">=2.0.2,<3.0.5 || >3.0.5" +python-versions = ">=3.7" [[package]] name = "pendulum" @@ -400,15 +409,15 @@ pytzdata = ">=2020.1" [[package]] name = "platformdirs" -version = "2.6.2" +version = "3.0.0" description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." category = "dev" optional = false python-versions = ">=3.7" [package.extras] -docs = ["furo (>=2022.12.7)", "proselint (>=0.13)", "sphinx (>=5.3)", "sphinx-autodoc-typehints (>=1.19.5)"] -test = ["appdirs (==1.4.4)", "covdefaults (>=2.2.2)", "pytest (>=7.2)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"] +docs = ["furo (>=2022.12.7)", "proselint (>=0.13)", "sphinx (>=6.1.3)", "sphinx-autodoc-typehints (>=1.22,!=1.23.4)"] +test = ["appdirs (==1.4.4)", "covdefaults (>=2.2.2)", "pytest (>=7.2.1)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"] [[package]] name = "pluggy" @@ -441,16 +450,31 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" [package.extras] test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"] +[[package]] +name = "pydantic" +version = "1.10.5" +description = "Data validation and settings management using python type hints" +category = "main" +optional = false +python-versions = ">=3.7" + +[package.dependencies] +typing-extensions = ">=4.2.0" + +[package.extras] +dotenv = ["python-dotenv (>=0.10.4)"] +email = ["email-validator (>=1.0.3)"] + [[package]] name = "pylint" -version = "2.15.9" +version = "2.16.2" description = "python code static checker" category = "dev" optional = false python-versions = ">=3.7.2" [package.dependencies] -astroid = ">=2.12.13,<=2.14.0-dev0" +astroid = ">=2.14.2,<=2.16.0-dev0" colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""} dill = {version = ">=0.2", markers = "python_version < \"3.11\""} isort = ">=4.2.5,<6" @@ -464,17 +488,6 @@ typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\"" spelling = ["pyenchant (>=3.2,<4.0)"] testutils = ["gitpython (>3)"] -[[package]] -name = "pyparsing" -version = "3.0.9" -description = "pyparsing module - Classes and methods to define and execute parsing grammars" -category = "main" -optional = false -python-versions = ">=3.6.8" - -[package.extras] -diagrams = ["jinja2", "railroad-diagrams"] - [[package]] name = "pyreadline3" version = "3.4.1" @@ -485,7 +498,7 @@ python-versions = "*" [[package]] name = "pytest" -version = "7.2.0" +version = "7.2.1" description = "pytest: simple powerful testing with Python" category = "dev" optional = false @@ -516,7 +529,7 @@ six = ">=1.5" [[package]] name = "python-dotenv" -version = "0.21.0" +version = "0.21.1" description = "Read key-value pairs from a .env file and set them as environment variables" category = "main" optional = false @@ -527,7 +540,7 @@ cli = ["click (>=5.0)"] [[package]] name = "pytz" -version = "2022.7" +version = "2022.7.1" description = "World timezone definitions, modern and historical" category = "main" optional = false @@ -559,7 +572,7 @@ python-versions = ">=3.6" [[package]] name = "requests" -version = "2.28.1" +version = "2.28.2" description = "Python HTTP for Humans." category = "main" optional = false @@ -567,7 +580,7 @@ python-versions = ">=3.7, <4" [package.dependencies] certifi = ">=2017.4.17" -charset-normalizer = ">=2,<3" +charset-normalizer = ">=2,<4" idna = ">=2.5,<4" urllib3 = ">=1.21.1,<1.27" @@ -577,14 +590,14 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"] [[package]] name = "setuptools" -version = "65.6.3" +version = "67.3.2" description = "Easily download, build, install, upgrade, and uninstall Python packages" category = "main" optional = false python-versions = ">=3.7" [package.extras] -docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"] +docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"] testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8 (<5)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"] testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"] @@ -598,7 +611,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*" [[package]] name = "sqlalchemy" -version = "1.4.45" +version = "1.4.46" description = "Database Abstraction Library" category = "main" optional = false @@ -657,8 +670,8 @@ python-versions = ">=3.6" [[package]] name = "toposort" -version = "1.7" -description = "\"Implements a topological sort algorithm.\"" +version = "1.9" +description = "Implements a topological sort algorithm." category = "main" optional = false python-versions = "*" @@ -682,7 +695,7 @@ telegram = ["requests"] [[package]] name = "typing-extensions" -version = "4.4.0" +version = "4.5.0" description = "Backported and Experimental Type Hints for Python 3.7+" category = "main" optional = false @@ -704,7 +717,7 @@ test = ["adlfs", "aiohttp", "flake8", "gcsfs", "hadoop-test-cluster", "ipython", [[package]] name = "urllib3" -version = "1.26.13" +version = "1.26.14" description = "HTTP library with thread-safe connection pooling, file post, and more." category = "main" optional = false @@ -717,7 +730,7 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"] [[package]] name = "watchdog" -version = "2.2.0" 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meltano_command_op + +from pathlib import Path + +MELTANO_PROJECT_TEST_PATH = str(Path(__file__).parent / "meltano_test_project") + + +@job(resource_defs={"meltano": meltano_resource}) +def meltano_command_job(): + meltano_command_op("install extractor tap-smoke-test")() + + +def test_meltano_command(): + """ + Check if we can run abitrary Meltano commands. + """ + job_response = meltano_command_job.execute_in_process( + { + "resources": { + "meltano": { + "config": { + "project_dir": MELTANO_PROJECT_TEST_PATH, + }, + } + } + } + ) + + assert job_response.success diff --git a/tests/test_meltano_run.py b/tests/test_meltano_run.py index 56c5453..222358c 100644 --- a/tests/test_meltano_run.py +++ b/tests/test_meltano_run.py @@ -1,12 +1,14 @@ import os import subprocess import pytest -from dagster import job +from dagster import job, op from dagster_meltano import meltano_resource, meltano_run_op from pathlib import Path +from dagster_meltano.exceptions import MeltanoCommandError + MELTANO_PROJECT_TEST_PATH = str(Path(__file__).parent / "meltano_test_project") @@ -15,6 +17,16 @@ def meltano_run_job(): meltano_run_op("tap-smoke-test target-jsonl")() +@job(resource_defs={"meltano": meltano_resource}) +def meltano_run_job_with_env_op(): + @op + def inject_env(): + return {"MELTANO_ENVIRONMENT": "non_existing_env"} + + injected_env = inject_env() + meltano_run_op("tap-smoke-test target-jsonl")(env=injected_env) + + def test_meltano_run(): """ Check if we can run abitrary `meltano run` commands. @@ -51,7 +63,7 @@ def test_meltano_run_injecting_env(): We test this by injecting a non existing Meltano environment, which should cause the command to fail. """ - with pytest.raises(subprocess.CalledProcessError): + with pytest.raises(MeltanoCommandError): meltano_run_job.execute_in_process( { "resources": { @@ -72,3 +84,52 @@ def test_meltano_run_injecting_env(): }, } ) + + +def test_meltano_run_injecting_env_input(): + """ + Check if we can inject environment variables from the op input into the `meltano run` command. + We test this by injecting a non existing Meltano environment, which should + cause the command to fail. + """ + with pytest.raises(MeltanoCommandError): + meltano_run_job.execute_in_process( + { + "resources": { + "meltano": { + "config": { + "project_dir": MELTANO_PROJECT_TEST_PATH, + }, + } + }, + "ops": { + "tap_smoke_test_target_jsonl": { + "inputs": { + "env": { + "MELTANO_ENVIRONMENT": "non_existing_env", + } + } + } + }, + } + ) + + +def test_meltano_run_injecting_env_using_op(): + """ + Check if we can inject environment variables from an op into the `meltano run` command. + We test this by injecting a non existing Meltano environment, which should + cause the command to fail. + """ + with pytest.raises(MeltanoCommandError): + meltano_run_job_with_env_op.execute_in_process( + { + "resources": { + "meltano": { + "config": { + "project_dir": MELTANO_PROJECT_TEST_PATH, + }, + } + }, + } + ) From c3f75b3decfccf15a396a9d9c7bc80b2f49b52e9 Mon Sep 17 00:00:00 2001 From: Jules Huisman Date: Sat, 18 Feb 2023 14:20:05 +0000 Subject: [PATCH 2/2] Fixed test --- tests/test_generation.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/tests/test_generation.py b/tests/test_generation.py index d0ffcda..a9c64bc 100644 --- a/tests/test_generation.py +++ b/tests/test_generation.py @@ -29,7 +29,9 @@ def test_job(): job_response = job.execute_in_process() assert job_response.success - assert job_response.output_for_node("tap_smoke_test_target_jsonl") == None + assert ( + type(job_response.output_for_node("tap_smoke_test_target_jsonl", "logs")) == str + ) def test_schedule():