From 7b2dc4d8ed207d66ccde123ae7bd08f381dff7dd Mon Sep 17 00:00:00 2001 From: Jules Huisman Date: Thu, 17 Aug 2023 14:25:50 +0200 Subject: [PATCH] Improved Dagster logging (#14) --- .gitignore | 3 +- .vscode/settings.json | 3 +- elx/extensions/dagster/assets.py | 90 ++- elx/runner.py | 12 +- elx/tap.py | 50 +- examples/dagster-elx-with-dbt/poetry.lock | 701 +++++++++++----------- 6 files changed, 465 insertions(+), 394 deletions(-) diff --git a/.gitignore b/.gitignore index 479a638..a621c79 100644 --- a/.gitignore +++ b/.gitignore @@ -1,4 +1,5 @@ __pycache__/ .pytest_cache/ .env -tap-*.json \ No newline at end of file +tap-*.json +tmp* \ No newline at end of file diff --git a/.vscode/settings.json b/.vscode/settings.json index f9493e2..38cd8ab 100644 --- a/.vscode/settings.json +++ b/.vscode/settings.json @@ -29,6 +29,7 @@ "**/Thumbs.db": true, "**/.venv": true, "**/.mypy_cache": true, - "**/.pytest_cache": true + "**/.pytest_cache": true, + "**/tmp*": true } } diff --git a/elx/extensions/dagster/assets.py b/elx/extensions/dagster/assets.py index 97b6329..34fc244 100644 --- a/elx/extensions/dagster/assets.py +++ b/elx/extensions/dagster/assets.py @@ -1,25 +1,83 @@ -from typing import List -from elx import Runner, Tap, Target -from elx.catalog import Stream -from dagster import AssetsDefinition, asset +from typing import Generator, List +from elx import Runner +from dagster import ( + AssetsDefinition, + Nothing, + OpExecutionContext, + Output, + multi_asset, + AssetOut, + get_dagster_logger, +) from elx.extensions.dagster.utils import dagster_safe_name, generate_description +logger = get_dagster_logger() + + def load_assets(runner: Runner) -> List[AssetsDefinition]: - def run_factory(runner: Runner, stream: Stream): - def run(context): - runner.run(stream=stream.name) - return dagster_safe_name(stream.name) + """ + Load the assets for a runner, each asset represents one tap target combination. + + Args: + runner (Runner): The runner to extract from. + + Returns: + List[AssetsDefinition]: The assets. + """ + + def run_factory(runner: Runner) -> callable: + """ + Create a run function for a runner. + + Args: + runner (Runner): The runner to create a run function for. + + Returns: + callable: The run function that gets executed by Dagster. + """ + + def run(context: OpExecutionContext) -> Generator[Output, None, None]: + """ + Run a tap target combination. + + Args: + context (OpExecutionContext): The context to run in. + + Yields: + Generator[Output, None, None]: The names of the selected outputs. + """ + # Execute the runner and yield the selected outputs. + runner.run( + streams=list(context.selected_output_names), + logger=logger, + ) + + for context_output_name in context.selected_output_names: + yield Output( + value=Nothing, + output_name=context_output_name, + metadata={ + "state_path": f"{runner.state_manager.base_path}/{runner.state_file_name}", + "state": runner.load_state(), + }, + ) return run return [ - asset( - name=dagster_safe_name(stream.name), - key_prefix=dagster_safe_name(runner.tap.executable), - description=generate_description(runner=runner, stream=stream), + multi_asset( + name=f"run_{dagster_safe_name(runner.tap.executable)}_{dagster_safe_name(runner.target.executable)}", + outs={ + dagster_safe_name(stream.name): AssetOut( + is_required=False, + description=generate_description(runner=runner, stream=stream), + key_prefix=dagster_safe_name(runner.tap.executable), + code_version=runner.tap.hash_key, + ) + for stream in runner.tap.streams + }, + can_subset=True, group_name=dagster_safe_name(runner.tap.executable), compute_kind="python", - )(run_factory(runner, stream)) - for stream - in runner.tap.streams - ] \ No newline at end of file + )(run_factory(runner)) + ] diff --git a/elx/runner.py b/elx/runner.py index 059935b..31fa0c5 100644 --- a/elx/runner.py +++ b/elx/runner.py @@ -2,7 +2,7 @@ import json import logging import subprocess -from typing import Optional +from typing import List, Optional from functools import cached_property from elx.tap import Tap @@ -56,10 +56,14 @@ def interpolation_values(self) -> dict: "TARGET_NAME": self.target.executable.replace("-", "_"), } - def run(self, stream: Optional[str] = None) -> None: + def run( + self, + streams: Optional[List[str]] = None, + logger: logging.Logger = None, + ) -> None: state = self.load_state() - with self.tap.process(state=state, stream=stream) as tap_process: + with self.tap.process(state=state, streams=streams) as tap_process: with self.target.process(tap_process=tap_process) as target_process: def log_lines(): @@ -68,6 +72,8 @@ def log_lines(): for line in log_lines(): print(line.decode("utf-8")) + if logger: + logger.info(line.decode("utf-8")) tap_process.stdout.close() stdout, stderr = target_process.communicate() diff --git a/elx/tap.py b/elx/tap.py index e584668..eafde2b 100644 --- a/elx/tap.py +++ b/elx/tap.py @@ -36,41 +36,39 @@ def catalog(self) -> dict: return catalog def filtered_catalog( - self, catalog: dict, selected_stream: Optional[str] = None + self, catalog: dict, streams: Optional[List[str]] = None ) -> dict: """ Filter the catalog. Args: catalog (dict): The catalog. - stream (Optional[str], optional): The stream to filter on. Defaults to None. + streams (Optional[List[str]], optional): The streams to filter on. Defaults to None. Returns: dict: The filtered catalog. """ - # TODO: Abstract this away. - if selected_stream: - return { - "streams": [ - { - **stream, - "selected": stream["tap_stream_id"] == selected_stream, - "metadata": stream["metadata"] - + [ - { - "metadata": { - "selected": stream["tap_stream_id"] - == selected_stream - }, - "breadcrumb": [], - } - ], - } - for stream in catalog["streams"] - ] - } + if not streams: + return catalog - return catalog + return { + "streams": [ + { + **stream, + "selected": stream["tap_stream_id"] in streams, + "metadata": stream["metadata"] + + [ + { + "metadata": { + "selected": stream["tap_stream_id"] in streams, + }, + "breadcrumb": [], + } + ], + } + for stream in catalog["streams"] + ] + } @property def streams(self) -> list[Stream]: @@ -87,7 +85,7 @@ def streams(self) -> list[Stream]: def process( self, state: dict = {}, - stream: Optional[str] = None, + streams: Optional[List[str]] = None, ) -> Generator[Popen, None, None]: """ Run the tap process. @@ -95,7 +93,7 @@ def process( Returns: Popen: The tap process. """ - catalog = self.filtered_catalog(self.catalog, selected_stream=stream) + catalog = self.filtered_catalog(catalog=self.catalog, streams=streams) with json_temp_file(self.config) as config_path: with json_temp_file(catalog) as catalog_path: diff --git a/examples/dagster-elx-with-dbt/poetry.lock b/examples/dagster-elx-with-dbt/poetry.lock index 8a9b5a8..f082de7 100644 --- a/examples/dagster-elx-with-dbt/poetry.lock +++ b/examples/dagster-elx-with-dbt/poetry.lock @@ -26,14 +26,14 @@ test = ["PyICU (>=2.4.2)", "coverage (>=3.7.1)", "cssselect (>=0.9.1)", "lxml (> [[package]] name = "alembic" -version = "1.11.1" +version = "1.11.3" description = "A database migration tool for SQLAlchemy." category = "main" optional = false python-versions = ">=3.7" files = [ - {file = "alembic-1.11.1-py3-none-any.whl", hash = "sha256:dc871798a601fab38332e38d6ddb38d5e734f60034baeb8e2db5b642fccd8ab8"}, - {file = "alembic-1.11.1.tar.gz", hash = "sha256:6a810a6b012c88b33458fceb869aef09ac75d6ace5291915ba7fae44de372c01"}, + {file = "alembic-1.11.3-py3-none-any.whl", hash = "sha256:d6c96c2482740592777c400550a523bc7a9aada4e210cae2e733354ddae6f6f8"}, + {file = "alembic-1.11.3.tar.gz", hash = "sha256:3db4ce81a9072e1b5aa44c2d202add24553182672a12daf21608d6f62a8f9cf9"}, ] [package.dependencies] @@ -141,14 +141,14 @@ files = [ [[package]] name = "certifi" -version = "2023.5.7" +version = "2023.7.22" description = "Python package for providing Mozilla's CA Bundle." category = "main" optional = false python-versions = ">=3.6" files = [ - {file = "certifi-2023.5.7-py3-none-any.whl", hash = "sha256:c6c2e98f5c7869efca1f8916fed228dd91539f9f1b444c314c06eef02980c716"}, - {file = "certifi-2023.5.7.tar.gz", hash = "sha256:0f0d56dc5a6ad56fd4ba36484d6cc34451e1c6548c61daad8c320169f91eddc7"}, + {file = "certifi-2023.7.22-py3-none-any.whl", hash = "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"}, + {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"}, ] [[package]] @@ -315,14 +315,14 @@ files = [ [[package]] name = "click" -version = "8.1.5" +version = "8.1.3" description = "Composable command line interface toolkit" category = "main" optional = false python-versions = ">=3.7" files = [ - {file = "click-8.1.5-py3-none-any.whl", hash = "sha256:e576aa487d679441d7d30abb87e1b43d24fc53bffb8758443b1a9e1cee504548"}, - {file = "click-8.1.5.tar.gz", hash = "sha256:4be4b1af8d665c6d942909916d31a213a106800c47d0eeba73d34da3cbc11367"}, + {file = "click-8.1.3-py3-none-any.whl", hash = "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"}, + {file = "click-8.1.3.tar.gz", hash = "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e"}, ] [package.dependencies] @@ -527,20 +527,20 @@ test = ["starlette[full]"] [[package]] name = "dbt-core" -version = "1.5.2" +version = "1.5.4" description = "With dbt, data analysts and engineers can build analytics the way engineers build applications." category = "main" optional = false python-versions = ">=3.7.2" files = [ - {file = "dbt-core-1.5.2.tar.gz", hash = "sha256:e206563dd591f94573e56b19818d5cd87c462b1f1ad8f34eb88a2761bcc25b25"}, - {file = "dbt_core-1.5.2-py3-none-any.whl", hash = "sha256:f0e30547d3207b18663f995261b76d5de785935b60030d53c626276dcbff9e61"}, + {file = "dbt-core-1.5.4.tar.gz", hash = "sha256:384355c21a882cd03c4a0ee54f9e2439e7273af5b8ad597e236a426fbd624fe4"}, + {file = "dbt_core-1.5.4-py3-none-any.whl", hash = "sha256:bb485ec2da05d5847313ea56454b96b0bbc146ea96a52a2cadeaab478e66794f"}, ] [package.dependencies] agate = ">=1.6,<1.7.1" cffi = ">=1.9,<2.0.0" -click = ">=7.0,<9" +click = ">=7.0,<8.1.4" colorama = ">=0.3.9,<0.4.7" dbt-extractor = ">=0.4.1,<0.5.0" hologram = ">=0.0.14,<=0.0.16" @@ -557,7 +557,7 @@ protobuf = ">=4.0.0" pytz = ">=2015.7" pyyaml = ">=6.0" requests = "<3.0.0" -sqlparse = ">=0.2.3,<0.4.4" +sqlparse = ">=0.2.3" typing-extensions = ">=3.7.4" werkzeug = ">=1,<3" @@ -682,7 +682,7 @@ files = [ [[package]] name = "elx" -version = "0.1.0a3" +version = "0.1.0a5" description = "A lightweight Python interface for extracting and loading using the Singer.io spec." category = "main" optional = false @@ -700,7 +700,7 @@ smart-open = "^6.3.0" all = ["azure-common (>=1.0.0,<2.0.0)", "azure-core (>=1.0.0,<2.0.0)", "azure-storage-blob (>=12.0.0,<13.0.0)", "boto3 (>=1.0.0,<2.0.0)", "dagster (>=1.3.14,<2.0.0)", "google-cloud-storage (>=2.6.0,<3.0.0)", "paramiko (>=2.0.0,<3.0.0)", "requests (>=2.0.0,<3.0.0)"] aws = ["boto3 (>=1.0.0,<2.0.0)"] azure = ["azure-common (>=1.0.0,<2.0.0)", "azure-core (>=1.0.0,<2.0.0)", "azure-storage-blob (>=12.0.0,<13.0.0)"] -dagster = ["dagster (>=1.3.14,<2.0.0)"] +dagster = ["dagster (>=1.3.14,<2.0.0)", "dagster-webserver (>=1.3.14,<2.0.0)"] gcs = ["google-cloud-storage (>=2.6.0,<3.0.0)"] http = ["requests (>=2.0.0,<3.0.0)"] ssh = ["paramiko (>=2.0.0,<3.0.0)"] @@ -711,14 +711,14 @@ url = "../.." 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"sha256:f133b534a8c0b73511fc6fa40be68f070d9474de1b5aada9cded58cdf23fb557"}, - {file = "userpath-1.8.0.tar.gz", hash = "sha256:04233d2fcfe5cff911c1e4fb7189755640e1524ff87a4b82ab9d6b875fee5787"}, + {file = "userpath-1.9.0-py3-none-any.whl", hash = "sha256:8069f754d31edfbdb2c3b2e9abada057ce7518290838dac35d1c8cee1b4cc7b0"}, + {file = "userpath-1.9.0.tar.gz", hash = "sha256:85e3274543174477c62d5701ed43a3ef1051824a9dd776968adc411e58640dd1"}, ] [package.dependencies] @@ -2613,14 +2619,14 @@ click = "*" [[package]] name = "uvicorn" -version = "0.23.0" +version = "0.23.2" description = "The lightning-fast ASGI server." category = "main" optional = false python-versions = ">=3.8" files = [ - {file = "uvicorn-0.23.0-py3-none-any.whl", hash = "sha256:479599b2c0bb1b9b394c6d43901a1eb0c1ec72c7d237b5bafea23c5b2d4cdf10"}, - {file = "uvicorn-0.23.0.tar.gz", hash = "sha256:d38ab90c0e2c6fe3a054cddeb962cfd5d0e0e6608eaaff4a01d5c36a67f3168c"}, + {file = "uvicorn-0.23.2-py3-none-any.whl", hash = "sha256:1f9be6558f01239d4fdf22ef8126c39cb1ad0addf76c40e760549d2c2f43ab53"}, + {file = "uvicorn-0.23.2.tar.gz", hash = "sha256:4d3cc12d7727ba72b64d12d3cc7743124074c0a69f7b201512fc50c3e3f1569a"}, ] [package.dependencies] @@ -2630,6 +2636,7 @@ h11 = ">=0.8" httptools = {version = ">=0.5.0", optional = true, markers = "extra == \"standard\""} python-dotenv = {version = ">=0.13", optional = true, markers = "extra == \"standard\""} pyyaml = {version = ">=5.1", optional = true, markers = "extra == \"standard\""} +typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""} uvloop = {version = ">=0.14.0,<0.15.0 || >0.15.0,<0.15.1 || >0.15.1", optional = true, markers = "sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\" and extra == \"standard\""} watchfiles = {version = ">=0.13", optional = true, markers = "extra == \"standard\""} websockets = {version = ">=10.4", optional = true, markers = "extra == \"standard\""} @@ -2839,14 +2846,14 @@ files = [ [[package]] name = "werkzeug" -version = "2.3.6" +version = "2.3.7" description = "The comprehensive WSGI web application library." category = "main" optional = false python-versions = ">=3.8" files = [ - {file = "Werkzeug-2.3.6-py3-none-any.whl", hash = "sha256:935539fa1413afbb9195b24880778422ed620c0fc09670945185cce4d91a8890"}, - {file = "Werkzeug-2.3.6.tar.gz", hash = "sha256:98c774df2f91b05550078891dee5f0eb0cb797a522c757a2452b9cee5b202330"}, + {file = "werkzeug-2.3.7-py3-none-any.whl", hash = "sha256:effc12dba7f3bd72e605ce49807bbe692bd729c3bb122a3b91747a6ae77df528"}, + {file = "werkzeug-2.3.7.tar.gz", hash = "sha256:2b8c0e447b4b9dbcc85dd97b6eeb4dcbaf6c8b6c3be0bd654e25553e0a2157d8"}, ] [package.dependencies]