From fc779f8664e4d9255f6c5d8a5ee1321f84f3f014 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Edgar=20Ram=C3=ADrez?= Date: Thu, 13 Jan 2022 19:07:05 -0600 Subject: [PATCH] Create `meltano-map-transform` (#1) * first commit * Update readme * Fix docstring in activate_version mapping method Co-authored-by: Aaron ("AJ") Steers * Update meltano_map_transform/mapper.py Co-authored-by: Aaron ("AJ") Steers * fix: map activate_version message to all stream aliases and duplicates * use SDK 0.3.18 * add dependabot Co-authored-by: Aaron ("AJ") Steers --- .github/dependabot.yml | 19 + .github/workflows/test.yml | 38 + .gitignore | 133 ++++ README.md | 15 +- meltano_map_transform/__init__.py | 4 + meltano_map_transform/mapper.py | 153 ++++ poetry.lock | 1102 +++++++++++++++++++++++++++++ pyproject.toml | 61 ++ tox.ini | 43 ++ 9 files changed, 1566 insertions(+), 2 deletions(-) create mode 100644 .github/dependabot.yml create mode 100644 .github/workflows/test.yml create mode 100644 .gitignore create mode 100644 meltano_map_transform/__init__.py create mode 100644 meltano_map_transform/mapper.py create mode 100644 poetry.lock create mode 100644 pyproject.toml create mode 100644 tox.ini diff --git a/.github/dependabot.yml b/.github/dependabot.yml new file mode 100644 index 0000000..4223e4b --- /dev/null +++ b/.github/dependabot.yml @@ -0,0 +1,19 @@ +# To get started with Dependabot version updates, you'll need to specify which +# package ecosystems to update and where the package manifests are located. +# Please see the documentation for all configuration options: +# https://help.github.com/github/administering-a-repository/configuration-options-for-dependency-updates + +version: 2 +updates: + - package-ecosystem: "pip" + directory: "/" + schedule: + interval: "weekly" + time: "13:00" + day: "monday" + timezone: "US/Central" + reviewers: + - "edgarrmondragon" + - "aaronsteers" + labels: + - "dependencies" diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml new file mode 100644 index 0000000..a22a9e8 --- /dev/null +++ b/.github/workflows/test.yml @@ -0,0 +1,38 @@ +### A CI workflow template that runs linting and python testing + +name: Test + +on: [push] + +jobs: + linting: + + runs-on: ubuntu-latest + env: + SETUPTOOLS_USE_DISTUTILS: stdlib + strategy: + matrix: + # Only lint using the primary version used for dev + python-version: ["3.9"] + + steps: + - name: Checkout code + uses: actions/checkout@v2 + + - name: Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@v2 + with: + python-version: ${{ matrix.python-version }} + + - name: Install Poetry + uses: snok/install-poetry@v1 + with: + version: 1.1.12 + + - name: Install dependencies + run: | + pip install tox==3.24.4 + + - name: Run lint command from tox.ini + run: | + tox -e lint diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..9dc53db --- /dev/null +++ b/.gitignore @@ -0,0 +1,133 @@ +# Ignore meltano internal cache and sqlite systemdb + +.meltano/ + +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +pip-wheel-metadata/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +.python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ diff --git a/README.md b/README.md index 899be73..5320f34 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,17 @@ -# meltano-map-transform +# `meltano-map-transformer` + A map transformer which implements the [`Stream Maps` capability](https://sdk.meltano.com/en/latest/stream_maps.html) from Meltano's tap and target SDK: https://sdk.meltano.com/ This mapper plugin is fully compliant with the Singer Spec and can be placed in between any Singer tap and target. -Status: Under Development +## Capabilities + +* `stream-maps` + +## Settings + +| Setting | Required | Default | Description | +|:------------|:--------:|:-------:|:------------| +| stream_maps | True | None | Stream maps | + +A full list of supported settings and capabilities is available by running: `meltano-map-transformer --about` diff --git a/meltano_map_transform/__init__.py b/meltano_map_transform/__init__.py new file mode 100644 index 0000000..2fc9e5a --- /dev/null +++ b/meltano_map_transform/__init__.py @@ -0,0 +1,4 @@ +"""A map transformer which implements the Stream Maps capability. + +Based on Meltano's tap and target SDK. +""" diff --git a/meltano_map_transform/mapper.py b/meltano_map_transform/mapper.py new file mode 100644 index 0000000..baa7b23 --- /dev/null +++ b/meltano_map_transform/mapper.py @@ -0,0 +1,153 @@ +"""A sample inline mapper app.""" + +from pathlib import PurePath +from typing import Generator, List, Optional, Union + +import singer +import singer_sdk.typing as th +from singer_sdk.helpers._util import utc_now +from singer_sdk.mapper import PluginMapper +from singer_sdk.mapper_base import InlineMapper + + +class StreamTransform(InlineMapper): + """A map transformer which implements the Stream Maps capability.""" + + name = "meltano-map-transformer" + + config_jsonschema = th.PropertiesList( + th.Property( + "stream_maps", + th.ObjectType( + additional_properties=th.CustomType( + { + "type": ["object", "string", "null"], + "properties": { + "__filter__": {"type": ["string", "null"]}, + "__source__": {"type": ["string", "null"]}, + "__else__": {"type": ["null"]}, + "__key_properties__": { + "type": ["array", "null"], + "items": {"type": "string"}, + }, + }, + "additionalProperties": {"type": ["string", "null"]}, + } + ) + ), + required=True, + description="Stream maps", + ) + ).to_dict() + + def __init__( + self, + config: Optional[Union[dict, PurePath, str, List[Union[PurePath, str]]]] = None, + parse_env_config: bool = False, + validate_config: bool = True, + ) -> None: + """Create a new inline mapper. + + Args: + config: Mapper configuration. Can be a dictionary, a single path to a + configuration file, or a list of paths to multiple configuration + files. + parse_env_config: Whether to look for configuration values in environment + variables. + validate_config: True to require validation of config settings. + """ + super().__init__( + config=config, + parse_env_config=parse_env_config, + validate_config=validate_config, + ) + + self.mapper = PluginMapper(plugin_config=dict(self.config), logger=self.logger) + + def map_schema_message( + self, + message_dict: dict, + ) -> Generator[singer.Message, None, None]: + """Map a schema message according to config. + + Args: + message_dict: A SCHEMA message JSON dictionary. + + Yields: + Transformed schema messages. + """ + self._assert_line_requires(message_dict, requires={"stream", "schema"}) + + stream_id: str = message_dict["stream"] + self.mapper.register_raw_stream_schema( + stream_id, + message_dict["schema"], + message_dict.get("key_properties", []), + ) + for stream_map in self.mapper.stream_maps[stream_id]: + schema_message = singer.SchemaMessage( + stream_map.stream_alias, + stream_map.transformed_schema, + stream_map.transformed_key_properties, + message_dict.get("bookmark_keys", []), + ) + yield schema_message + + def map_record_message( + self, + message_dict: dict, + ) -> Generator[singer.Message, None, None]: + """Map a record message according to config. + + Args: + message_dict: A RECORD message JSON dictionary. + + Yields: + Transformed record messages. + """ + self._assert_line_requires(message_dict, requires={"stream", "record"}) + + stream_id: str = message_dict["stream"] + for stream_map in self.mapper.stream_maps[stream_id]: + mapped_record = stream_map.transform(message_dict["record"]) + if mapped_record is not None: + record_message = singer.RecordMessage( + stream=stream_map.stream_alias, + record=mapped_record, + version=message_dict.get("version"), + time_extracted=utc_now(), + ) + self.logger.info(stream_map.stream_alias) + yield record_message + + def map_state_message(self, message_dict: dict) -> List[singer.Message]: + """Do nothing to the message. + + Args: + message_dict: A STATE message JSON dictionary. + + Returns: + The same state message + """ + return [singer.StateMessage(value=message_dict["value"])] + + def map_activate_version_message( + self, + message_dict: dict, + ) -> Generator[singer.Message, None, None]: + """Duplicate the message or alias the stream name as defined in configuration. + + Args: + message_dict: An ACTIVATE_VERSION message JSON dictionary. + + Yields: + An ACTIVATE_VERSION for each duplicated or aliased stream. + """ + self._assert_line_requires(message_dict, requires={"stream", "version"}) + + stream_id: str = message_dict["stream"] + for stream_map in self.mapper.stream_maps[stream_id]: + yield singer.ActivateVersionMessage( + stream=stream_map.stream_alias, + version=message_dict["version"], + ) diff --git a/poetry.lock b/poetry.lock new file mode 100644 index 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poetry + +[testenv:pytest] +# Run the python tests. +# To execute, run `tox -e pytest` +envlist = py37, py38, py39, py310 +commands = + poetry install -v + poetry run pytest + +[testenv:format] +# Attempt to auto-resolve lint errors before they are raised. +# To execute, run `tox -e format` +commands = + poetry install -v + poetry run black meltano_map_transform + poetry run isort meltano_map_transform + +[testenv:lint] +# Raise an error if lint and style standards are not met. +# To execute, run `tox -e lint` +ignore_errors = true +commands = + poetry install -v + poetry run black --check --diff meltano_map_transform + poetry run isort --check --diff meltano_map_transform + poetry run flake8 meltano_map_transform + poetry run mypy meltano_map_transform --exclude='tests/' + +[flake8] +ignore = ANN101,W503 +max-line-length = 88 +max-complexity = 10 +docstring-convention = google +per-file-ignores = + tests/*:ANN,DAR