diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 1534e5e..9f33eb6 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -1,35 +1,86 @@ name: CI -on: [ push ] - -env: - GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} +on: + - push jobs: build: + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} + permissions: + contents: read runs-on: ubuntu-latest - strategy: matrix: - python-version: [ "3.11", "3.12" ] - + python-version: + - "3.11" + - "3.12" steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@v4 - name: Set up project using python ${{ matrix.python-version }} - uses: actions/setup-python@v3 + uses: actions/setup-python@v5 with: + cache: pip python-version: ${{ matrix.python-version }} - # Run all pre-commit hooks on all the files. # Getting only staged files can be tricky in case a new PR is opened # since the action is run on a branch in detached head state - name: Install and run pre-commit - uses: pre-commit/action@v3.0.0 - + uses: pre-commit/action@v3.0.1 - name: Install dependencies run: | python -m pip install --upgrade pip python -m pip install tox tox-gh-actions - - name: Test with tox run: tox -r + + release: + # Only run on the 'main' and 'develop' branches. + if: github.ref == 'refs/heads/main' || github.ref == 'refs/heads/develop' + needs: + - build + permissions: write-all + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + with: + persist-credentials: false + token: ${{ secrets.FYJ_GH_TOKEN }} + - name: Set up Python + uses: actions/setup-python@v5 + with: + cache: pip + python-version: "3.12" + - name: Install requirements + run: | + python -m pip install --upgrade pip + python -m pip install tox tox-gh-actions + - name: Set up GPG + uses: crazy-max/ghaction-import-gpg@v6 + with: + git_commit_gpgsign: true + git_committer_email: ${{ secrets.FYJ_GIT_COMMITTER_EMAIL }} + git_committer_name: ${{ secrets.FYJ_GIT_COMMITTER_NAME }} + # Currently, signing commits leads to the CI hanging indefinitely. + # See https://github.com/semantic-release/semantic-release/issues/3065 + git_tag_gpgsign: false + git_user_signingkey: true + gpg_private_key: ${{ secrets.FYJ_GPG_KEY }} + passphrase: ${{ secrets.FYJ_GPG_KEY_PASSPHRASE }} + trust_level: 5 + - name: Set up NodeJS + uses: actions/setup-node@v4 + with: + cache: npm + node-version-file: .nvmrc + - name: Install semantic-release + run: npm ci + - name: Create a release + env: + DEBUG: semantic-release:* + GIT_AUTHOR_EMAIL: ${{ secrets.FYJ_GIT_COMMITTER_EMAIL }} + GIT_AUTHOR_NAME: ${{ secrets.FYJ_GIT_COMMITTER_NAME }} + GIT_COMMITTER_EMAIL: ${{ secrets.FYJ_GIT_COMMITTER_EMAIL }} + GIT_COMMITTER_NAME: ${{ secrets.FYJ_GIT_COMMITTER_NAME }} + GITHUB_TOKEN: ${{ secrets.FYJ_GH_TOKEN }} + run: npx semantic-release diff --git a/.nvmrc b/.nvmrc new file mode 100644 index 0000000..b009dfb --- /dev/null +++ b/.nvmrc @@ -0,0 +1 @@ +lts/* diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 6f9cabe..5bc2665 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -3,7 +3,7 @@ # See https://pre-commit.com/hooks.html for more hooks repos: - repo: https://github.com/pre-commit/pre-commit-hooks - rev: v4.5.0 + rev: v4.6.0 hooks: - id: trailing-whitespace - id: end-of-file-fixer @@ -13,14 +13,14 @@ repos: - id: check-yaml - repo: https://github.com/asottile/pyupgrade - rev: v3.15.1 + rev: v3.15.2 hooks: - id: pyupgrade args: - --py311-plus - repo: https://github.com/charliermarsh/ruff-pre-commit - rev: v0.3.3 + rev: v0.3.6 hooks: - id: ruff args: diff --git a/.releaserc.yml b/.releaserc.yml new file mode 100644 index 0000000..e9e03bc --- /dev/null +++ b/.releaserc.yml @@ -0,0 +1,94 @@ +branches: + - main + - name: develop + channel: rc + prerelease: rc +plugins: + - '@semantic-release/commit-analyzer' + - - '@semantic-release/release-notes-generator' + - linkCompare: true + linkReferences: true + writerOpts: + commitGroupsSort: + - type + - title + commitSort: + - scope + - subject + - - semantic-release-replace-plugin + - replacements: + - countMatches: true + files: + - package.json + from: '"version": ".*",' + to: '"version": "${nextRelease.version}",' + results: + - file: package.json + hasChanged: true + numMatches: 1 + numReplacements: 1 + - - '@semantic-release/changelog' + - changelogFile: docs/CHANGELOG.md + - - '@semantic-release/git' + - assets: + - docs/CHANGELOG.md + - package.json + message: "release: ${nextRelease.version} [skip ci]\n\n${nextRelease.notes}" + - - '@semantic-release/exec' + - publishCmd: "export GITHUB_TOKEN='${process.env.GITHUB_TOKEN}'; tox -e package" + - - '@semantic-release/github' + - assets: + - path: dist/* +tagFormat: v${version} +# ------------------------------------------------------------------------------ +# GLOBAL PLUGIN OPTIONS +# See: https://github.com/semantic-release/semantic-release/blob/master/docs/usage/plugins +# .md#plugin-options-configuration +# ------------------------------------------------------------------------------ +parserOptions: + noteKeywords: + - BREAKING CHANGES + - BREAKING CHANGE + - BREAKING +preset: conventionalcommits +presetConfig: + types: + - type: build + hidden: true + - type: ci + hidden: true + - type: chore + scope: deps + section: Dependency Updates + - type: chore + section: Refactors + - type: docs + scope: api + section: Documentation Updates + - type: docs + hidden: true + - type: feat + section: Features + - type: fix + section: Bug Fixes + - type: release + hidden: true + - type: test + hidden: true +releaseRules: + - type: chore + scope: deps + release: patch + - type: docs + scope: api + release: patch + - type: feat + release: minor + - type: fix + release: patch + - scope: minor + release: minor + - scope: patch + release: patch + - scope: no-release + release: false diff --git a/README.md b/README.md index bd6a0f4..a77bf76 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,7 @@

SGHI ETL Commons

-

Collection of utilities for working with SGHI ETL Worflows.

+

Collection of utilities for working with SGHI ETL Workflows.

+ Python Version from PEP 621 TOML Checked with pyright @@ -10,7 +11,10 @@ pre-commit - + + Semantic Release: conventionalcommits + + GitHub License

@@ -18,8 +22,8 @@ CI - - Coverage Status + + Coverage Status

diff --git a/docs/CHANGELOG.md b/docs/CHANGELOG.md new file mode 100644 index 0000000..12a5471 --- /dev/null +++ b/docs/CHANGELOG.md @@ -0,0 +1,24 @@ +## [1.0.0-rc.1](https://github.com/savannahghi/sghi-etl-commons/compare/...v1.0.0-rc.1) (2024-04-16) + + +### Dependency Updates + +* **deps:** upgrade project dependencies ([#2](https://github.com/savannahghi/sghi-etl-commons/issues/2)) ([6bee92c](https://github.com/savannahghi/sghi-etl-commons/commit/6bee92caa6464c52ee03c0a609dec5fd5b919fea)) + + +### Features + +* **processors:** add a `ProcessorPipe` ([#10](https://github.com/savannahghi/sghi-etl-commons/issues/10)) ([82a006e](https://github.com/savannahghi/sghi-etl-commons/commit/82a006ee58bfacc723e3bed2612114f002276719)) +* **processors:** add a NOOP `Processor` ([#3](https://github.com/savannahghi/sghi-etl-commons/issues/3)) ([ecdf529](https://github.com/savannahghi/sghi-etl-commons/commit/ecdf529bbf091dc3d88060331ba6dc66703118f5)) +* **processors:** add a processor decorator ([#4](https://github.com/savannahghi/sghi-etl-commons/issues/4)) ([9f3b039](https://github.com/savannahghi/sghi-etl-commons/commit/9f3b0393630c2bae8df568f4a0fd977f1d34effc)) +* **sinks:** add a `NullSink` ([#9](https://github.com/savannahghi/sghi-etl-commons/issues/9)) ([2794f6a](https://github.com/savannahghi/sghi-etl-commons/commit/2794f6ab198d9a2e211cd57f3e6ab6c6aab0a815)) +* **sinks:** add a sink decorator ([#7](https://github.com/savannahghi/sghi-etl-commons/issues/7)) ([6a89c85](https://github.com/savannahghi/sghi-etl-commons/commit/6a89c85d30e8a28abc995823df9fc06aa8d52f14)) +* **sources:** add a source decorator ([#5](https://github.com/savannahghi/sghi-etl-commons/issues/5)) ([b42328e](https://github.com/savannahghi/sghi-etl-commons/commit/b42328e7c94bf975df4e2ddde454bdad13d8bae7)) +* **utils:** add result gatherers ([#1](https://github.com/savannahghi/sghi-etl-commons/issues/1)) ([7c4e34f](https://github.com/savannahghi/sghi-etl-commons/commit/7c4e34f738e9b8774d7c1d7ba3e6386229b25786)) +* **worflow_def:** add a `SimpleWorkflowDefinition` ([#11](https://github.com/savannahghi/sghi-etl-commons/issues/11)) ([ce1a9b0](https://github.com/savannahghi/sghi-etl-commons/commit/ce1a9b03a6fa6e0b6ab75a8635c98e0b8267be86)) + + +### Refactors + +* **processors:** mark `processors._ProcessorOfCallable` as final ([#6](https://github.com/savannahghi/sghi-etl-commons/issues/6)) ([9e5d6c6](https://github.com/savannahghi/sghi-etl-commons/commit/9e5d6c6d50a8e92cb2fe35537edf866dd1098d15)) +* **sinks:** rename `sinks._SourceOfCallable` class ([#8](https://github.com/savannahghi/sghi-etl-commons/issues/8)) ([e6f08e5](https://github.com/savannahghi/sghi-etl-commons/commit/e6f08e5f9edb25067529980d9d13f7e3d75a3847)) diff --git a/docs/conf.py b/docs/conf.py index f8869eb..67e0a1b 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -55,7 +55,39 @@ # Be strict about any broken references nitpicky = True -nitpick_ignore = [] +nitpick_ignore = [ + ("py:class", "_RDT"), # private type annotations + ("py:class", "_PDT"), # private type annotations + ("py:class", "Processor"), # docs aren't published yet + ("py:class", "Sink"), # docs aren't published yet + ("py:class", "Source"), # docs aren't published yet + ("py:class", "WorkflowDefinition"), # docs aren't published yet + ("py:class", "TracebackType"), # Used as type annotation. Only available when type checking + ("py:class", "concurrent.futures._base.Future"), # sphinx can't find it + ("py:class", "sghi.etl.commons.processors._RDT"), # private type annotations + ("py:class", "sghi.etl.commons.processors._PDT"), # private type annotations + ("py:class", "sghi.etl.commons.sinks._PDT"), # private type annotations + ("py:class", "sghi.etl.commons.sources._RDT"), # private type annotations + ("py:class", "sghi.etl.commons.utils.result_gatherers._T"), # private type annotations + ("py:class", "sghi.etl.commons.workflow_definitions._RDT"), # private type annotations + ("py:class", "sghi.etl.commons.workflow_definitions._PDT"), # private type annotations + ("py:class", "sghi.etl.core._RDT"), # private type annotations + ("py:class", "sghi.etl.core._PDT"), # private type annotations + ("py:class", "sghi.etl.core.Processor"), # docs aren't published yet + ("py:class", "sghi.etl.core.Sink"), # docs aren't published yet + ("py:class", "sghi.etl.core.Source"), # docs aren't published yet + ("py:class", "sghi.etl.core.WorkflowDefinition"), # docs aren't published yet + ("py:class", "sghi.retry.Retry"), # docs aren't published yet + ("py:exc", "ResourceDisposedError"), # docs aren't published yet + ("py:exc", "sghi.disposable.ResourceDisposedError"), # docs aren't published yet + ("py:func", "sghi.disposable.not_disposed"), # docs aren't published yet + ("py:obj", "sghi.etl.commons.processors._PDT"), # private type annotations + ("py:obj", "sghi.etl.commons.processors._RDT"), # private type annotations + ("py:obj", "sghi.etl.commons.sinks._PDT"), # private type annotations + ("py:obj", "sghi.etl.commons.sources._RDT"), # private type annotations + ("py:obj", "sghi.etl.commons.workflow_definitions._RDT"), # private type annotations + ("py:obj", "sghi.etl.commons.workflow_definitions._PDT"), # private type annotations +] templates_path = ["templates"] diff --git a/package-lock.json b/package-lock.json new file mode 100644 index 0000000..3779c40 --- 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"^3.1.1", + "get-caller-file": "^2.0.5", + "require-directory": "^2.1.1", + "string-width": "^4.2.3", + "y18n": "^5.0.5", + "yargs-parser": "^21.1.1" + }, + "engines": { + "node": ">=12" + } + }, + "node_modules/yargs-parser": { + "version": "21.1.1", + "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz", + "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==", + "dev": true, + "engines": { + "node": ">=12" + } + } + } +} diff --git a/package.json b/package.json new file mode 100644 index 0000000..f7da855 --- /dev/null +++ b/package.json @@ -0,0 +1,29 @@ +{ + "name": "sghi-etl-commons", + "version": "1.0.0-rc.1", + "description": "Collection of utilities for working with SGHI ETL Workflows.", + "directories": { + "doc": "docs" + }, + "scripts": { + "test": "echo \"Error: no test specified\" && exit 1" + }, + "repository": { + "type": "git", + "url": "https://github.com/savannahghi/sghi-etl-commons.git" + }, + "author": "Savannah Global Health Institute", + "license": "MIT", + "bugs": { + "url": "https://github.com/savannahghi/sghi-etl-commons/issues" + }, + "homepage": "https://github.com/savannahghi/sghi-etl-commons", + "devDependencies": { + "@semantic-release/changelog": "^6.0.3", + "@semantic-release/exec": "^6.0.3", + "@semantic-release/git": "^10.0.1", + "conventional-changelog-conventionalcommits": "^7.0.2", + "semantic-release": "^22.0.12", + "semantic-release-replace-plugin": "^1.2.7" + } +} diff --git a/pyproject.toml b/pyproject.toml index 9cb81e4..91420b9 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -23,11 +23,11 @@ classifiers = [ "Typing :: Typed" ] dependencies = [ - "typing-extensions>=4.9", - "sghi-commons @ git+https://github.com/savannahghi/sghi-commons.git@develop", - "sghi-etl-core @ git+https://github.com/savannahghi/sghi-etl-core.git@main", + "typing-extensions>=4.10.0", + "sghi-commons @ git+https://github.com/savannahghi/sghi-commons.git@v1.4.0", + "sghi-etl-core @ git+https://github.com/savannahghi/sghi-etl-core.git@v1.1.1", ] -description = "Collection of utilities for working with SGHI ETL Worflows." +description = "Collection of utilities for working with SGHI ETL Workflows." dynamic = ["version"] keywords = ["sghi", "etl", "pipeline", "util", "utils"] license = {file = "LICENSE"} @@ -41,12 +41,12 @@ requires-python = ">=3.11" # Support Python 3.10+. [project.optional-dependencies] dev = [ - "pre-commit~=3.6.2", + "pre-commit~=3.7.0", ] docs = [ "furo==2024.1.29", - "jaraco.packaging~=9.4.0", + "jaraco.packaging~=9.5.0", "rst.linker~=2.4.0", "Sphinx~=7.2.6", "sphinx-favicon~=1.0.1", @@ -60,20 +60,20 @@ test = [ "coverage~=6.5.0", "coveralls~=3.3.1", "packaging", - "pyright>=1.1.353", + "pyright>=1.1.358", "pytest~=8.1.1", - "pytest-cov~=4.1.0", + "pytest-cov~=5.0.0", "pytest-forked~=1.6.0", "pytest-sugar~=1.0.0", "pytest-xdist~=3.5.0", - "ruff~=0.3.3", - "tox~=4.14.1", + "ruff~=0.3.6", + "tox~=4.14.2", "tox-gh-actions~=3.2.0", ] [project.urls] -changelog = "https://github.com/savannahghi/sghi-etl-commons/blob/main/docs/CHANGELOG.md" -documentation = "https://github.com/savannahghi/sghi-etl-commons/blob/main/README.md" +changelog = "https://github.com/savannahghi/sghi-etl-commons/blob/develop/docs/CHANGELOG.md" +documentation = "https://github.com/savannahghi/sghi-etl-commons/blob/develop/README.md" homepage = "https://github.com/savannahghi/sghi-etl-commons/" repository = "https://github.com/savannahghi/sghi-etl-commons.git" diff --git a/src/sghi/etl/commons/__init__.py b/src/sghi/etl/commons/__init__.py index b89986d..d1489d1 100644 --- a/src/sghi/etl/commons/__init__.py +++ b/src/sghi/etl/commons/__init__.py @@ -1 +1,26 @@ -"""Collection of utilities for working with SGHI ETL Worflows.""" +"""Collection of utilities for working with SGHI ETL Workflows.""" + +from .processors import ( + NOOPProcessor, + ProcessorPipe, + pipe_processors, + processor, +) +from .sinks import NullSink, sink +from .sources import source +from .utils import fail_fast, fail_fast_factory, ignored_failed +from .workflow_definitions import SimpleWorkflowDefinition + +__all__ = [ + "NOOPProcessor", + "NullSink", + "ProcessorPipe", + "SimpleWorkflowDefinition", + "fail_fast", + "fail_fast_factory", + "ignored_failed", + "pipe_processors", + "processor", + "sink", + "source", +] diff --git a/src/sghi/etl/commons/processors.py b/src/sghi/etl/commons/processors.py new file mode 100644 index 0000000..fabb2e7 --- /dev/null +++ b/src/sghi/etl/commons/processors.py @@ -0,0 +1,410 @@ +"""Common :class:`~sghi.etl.core.Processor` implementations.""" + +from __future__ import annotations + +import logging +from collections.abc import Callable, Sequence +from contextlib import ExitStack +from functools import update_wrapper +from logging import Logger +from typing import Any, Final, Generic, Self, TypeVar, final + +from typing_extensions import override + +from sghi.disposable import not_disposed +from sghi.etl.core import Processor +from sghi.retry import Retry, noop_retry +from sghi.task import Task, pipe, task +from sghi.utils import ensure_callable, ensure_not_none_nor_empty, type_fqn + +# ============================================================================= +# TYPES +# ============================================================================= + + +_PDT = TypeVar("_PDT") +"""Type variable representing the data type after processing.""" + +_RDT = TypeVar("_RDT") +"""Type variable representing the raw data type.""" + +_ProcessorCallable = Callable[[_RDT], _PDT] + + +# ============================================================================= +# CONSTANTS +# ============================================================================= + + +_OF_CALLABLE_LOGGER_PREFIX: Final[str] = f"{__name__}.@processor" + + +# ============================================================================= +# DECORATORS +# ============================================================================= + + +def processor(f: Callable[[_RDT], _PDT]) -> Processor[_RDT, _PDT]: + """Mark/decorate a ``Callable`` as a :class:`Processor`. + + The result is that the callable is converted into a ``Processor`` instance. + When used as a decorator, invoking the decorated callable has the same + effect as invoking the ``apply`` method of the resulting ``Processor`` + instance. + + .. important:: + + The decorated callable *MUST* accept at least one argument but have + at *MOST* one required argument. + + .. note:: + + The resulting values are true ``Processor`` instances that can be + disposed. Once disposed, any attempts to invoke these instances will + result in an :exc:`ResourceDisposedError` being raised. + + .. admonition:: Regarding retry safety + :class: tip + + The resulting ``Processor`` is safe to retry if and only if, the + decorated callable is safe to retry. + + :param f: The callable to be decorated. The callable *MUST* have at *MOST* + one required argument (the raw data to be processed). + + :return: A ``Processor`` instance. + + :raise ValueError: If the given value is NOT a ``Callable``. + """ + ensure_callable(f, message="A callable object is required.") + + return _ProcessorOfCallable(delegate_to=f) + + +# ============================================================================= +# PROCESSOR IMPLEMENTATIONS +# ============================================================================= + + +@final +class NOOPProcessor(Processor[_RDT, _RDT], Generic[_RDT]): + """A ``Processor`` that simply returns the received raw data as it is. + + This :class:`~sghi.etl.core.Processor` subclass is a "no-operation" (NOOP) + processor. When the :meth:`apply` method is invoked on its instances, it + returns the received raw data (without any modifications) as processed data + to its caller. This can be useful as a placeholder processor or for + situations where data transformation is not needed. + + .. admonition:: Regarding retry safety + :class: tip + + Instances of this ``Processor`` are idempotent and thus inherently safe + to retry. + """ + + __slots__ = ("_is_disposed", "_logger") + + def __init__(self) -> None: + """Create a ``NOOPProcessor`` instance.""" + self._is_disposed: bool = False + self._logger: Logger = logging.getLogger(type_fqn(self.__class__)) + + @not_disposed + @override + def __enter__(self) -> Self: + """Return ``self`` upon entering the runtime context. + + .. admonition:: Don't use after dispose + :class: error + + Invoking this method on an instance that is disposed(i.e. the + :attr:`is_disposed` property on the instance is ``True``) will + result in a :exc:`ResourceDisposedError` being raised. + + :return: This instance. + + :raise ResourceDisposedError: If this processor has already been + disposed. + """ + return super(Processor, self).__enter__() + + @property + @override + def is_disposed(self) -> bool: + return self._is_disposed + + @not_disposed + @override + def apply(self, raw_data: _RDT) -> _RDT: + """Apply the processing logic (NOOP in this case). + + Return the received raw data without any modifications to the caller. + + .. admonition:: Don't use after dispose + :class: error + + Invoking this method on an instance that is disposed(i.e. the + :attr:`is_disposed` property on the instance is ``True``) will + result in a :exc:`ResourceDisposedError` being raised. + + :param raw_data: The data to be processed. + + :return: The raw data itself (without any modifications). + + :raise ResourceDisposedError: If this processor has already been + disposed. + """ + self._logger.info("Skipping data processing. Return raw data as is.") + return raw_data + + @override + def dispose(self) -> None: + self._is_disposed = True + self._logger.info("Disposal complete.") + + +@final +class ProcessorPipe(Processor[_RDT, _PDT], Generic[_RDT, _PDT]): + """A :class:`Processor` that pipes raw data to other embedded processors. + + This ``Processor`` pipes the raw data applied to it through a series of + other ``Processor`` instances, passing the output of one ``Processor`` as + the input to the next. If an unhandled error occurs in one of the embedded + processors, the entire pipeline fails and propagates the error to the + caller. + + Instances of this class are **NOT SAFE** to retry and **SHOULD NEVER** be + retried. However, they do support retrying their embedded processors. This + is disabled by default but can be enabled by providing a suitable value to + the ``retry_policy_factory`` constructor parameter when creating new + instances. When enabled, each embedded processor will be retried + individually per the specified retry policy in case it fails. + + Disposing instances of this class also disposes of their embedded + processors. + + .. admonition:: Regarding retry safety + :class: tip + + Instances of this ``Processor`` are **NOT SAFE** to retry. + """ + + __slots__ = ( + "_processors", + "_retry_policy_factory", + "_is_disposed", + "_logger", + "_exit_stack", + "_prepped_processors", + ) + + def __init__( + self, + processors: Sequence[Processor[Any, Any]], + retry_policy_factory: Callable[[], Retry] = noop_retry, + ) -> None: + """Create a new ``ProcessorPipe`` instance with the given properties. + + :param processors: A ``Sequence`` of processors to pipe the raw data + applied to this processor. This *MUST NOT* be empty. + :param retry_policy_factory: A function that supplies retry policy + instance(s) to apply to each embedded processor. This MUST be a + callable object. Defaults to a factory that returns retry policies + that do nothing. + + :raise ValueError: If ``processors`` is ``None`` or empty, or if + ``retry_policy_factory`` is NOT a callable object. + """ + super().__init__() + ensure_not_none_nor_empty( + value=processors, + message="'processors' MUST NOT be None or empty.", + ) + self._processors: Sequence[Processor[Any, Any]] + self._processors = tuple(processors) + self._retry_policy_factory: Callable[[], Retry] = ensure_callable( + value=retry_policy_factory, + message="'retry_policy_factory' MUST be a callable.", + ) + self._is_disposed: bool = False + self._logger: Logger = logging.getLogger(type_fqn(self.__class__)) + self._exit_stack: ExitStack = ExitStack() + + # Prepare embedded processors for execution by ensuring that they are + # all disposed of properly once this object is disposed. + self._prepped_processors: Sequence[Task[Any, Any]] = tuple( + self._processor_to_task(self._exit_stack.push(_processor)) + for _processor in self._processors + ) + + @not_disposed + @override + def __enter__(self) -> Self: + """Return ``self`` upon entering the runtime context. + + .. admonition:: Don't use after dispose + :class: error + + Invoking this method on an instance that is disposed(i.e. the + :attr:`is_disposed` property on the instance is ``True``) will + result in a :exc:`ResourceDisposedError` being raised. + + :return: This instance. + + :raise ResourceDisposedError: If this processor has already been + disposed. + """ + return super(Processor, self).__enter__() + + @property + @override + def is_disposed(self) -> bool: + return self._is_disposed + + @not_disposed + @override + def apply(self, raw_data: _RDT) -> _PDT: + """Pipe the given raw data through all the embedded processors. + + The output of each embedded ``Processor`` becomes the input to the next + one. The result of the final ``Processor`` is the output of this apply + operation. If an unhandled error occurs in one of the embedded + processors, the entire operation fails and propagates the error to the + caller. + + .. admonition:: Don't use after dispose + :class: error + + Invoking this method on an instance that is disposed(i.e. the + :attr:`is_disposed` property on the instance is ``True``) will + result in a :exc:`ResourceDisposedError` being raised. + + :param raw_data: The data to be processed. + + :return: The processed data after being piped through the embedded + processors. + + :raise ResourceDisposedError: If this processor has already been + disposed. + """ + self._logger.info("Piping received data through all processors.") + return pipe(*self._prepped_processors).execute(raw_data) + + @override + def dispose(self) -> None: + """Release any underlying resources contained by this processor. + + All embedded processors are also disposed. After this method returns + successfully, the :attr:`is_disposed` property should return ``True``. + + .. note:: + Unless otherwise specified, trying to use methods of a + ``Disposable`` instance decorated with the + :func:`~sghi.disposable.not_disposed` decorator after this method + returns should generally be considered a programming error and + should result in a :exc:`~sghi.disposable.ResourceDisposedError` + being raised. + + This method should be idempotent allowing it to be called more + than once; only the first call, however, should have an effect. + + :return: None. + """ + self._is_disposed = True + self._exit_stack.close() + self._logger.info("Disposal complete.") + + def _processor_to_task(self, p: Processor[_RDT, _PDT]) -> Task[_RDT, _PDT]: + @task + def do_apply(raw_data: _RDT) -> _PDT: + with p as _p: + apply = self._retry_policy_factory().retry(_p.apply) + return apply(raw_data) + + return do_apply + + +pipe_processors = ProcessorPipe + + +@final +class _ProcessorOfCallable(Processor[_RDT, _PDT], Generic[_RDT, _PDT]): + __slots__ = ("_delegate_to", "_is_disposed", "_logger") + + def __init__(self, delegate_to: _ProcessorCallable[_RDT, _PDT]) -> None: + super().__init__() + ensure_callable( + value=delegate_to, + message="'delegate_to' MUST be a callable object.", + ) + self._delegate_to: _ProcessorCallable[_RDT, _PDT] = delegate_to + self._is_disposed: bool = False + self._logger: Logger = logging.getLogger( + f"{_OF_CALLABLE_LOGGER_PREFIX}({type_fqn(self._delegate_to)})" + ) + update_wrapper(self, self._delegate_to) + + @not_disposed + @override + def __enter__(self) -> Self: + """Return ``self`` upon entering the runtime context. + + .. admonition:: Don't use after dispose + :class: error + + Invoking this method on an instance that is disposed(i.e. the + :attr:`is_disposed` property on the instance is ``True``) will + result in a :exc:`ResourceDisposedError` being raised. + + :return: This instance. + + :raise ResourceDisposedError: If this processor has already been + disposed. + """ + return super(Processor, self).__enter__() + + @property + @override + def is_disposed(self) -> bool: + return self._is_disposed + + @not_disposed + @override + def apply(self, raw_data: _RDT) -> _PDT: + """Delegate processing to the wrapped callable. + + .. admonition:: Don't use after dispose + :class: error + + Invoking this method on an instance that is disposed(i.e. the + :attr:`is_disposed` property on the instance is ``True``) will + result in a :exc:`ResourceDisposedError` being raised. + + :param raw_data: The data to be processed. + + :return: The processed data as returned by the wrapped callable. + + :raise ResourceDisposedError: If this processor has already been + disposed. + """ + self._logger.info("Delegating to '%s'.", type_fqn(self._delegate_to)) + return self._delegate_to(raw_data) + + @override + def dispose(self) -> None: + self._is_disposed = True + self._logger.info("Disposal complete.") + + +# ============================================================================= +# MODULE EXPORTS +# ============================================================================= + + +__all__ = [ + "NOOPProcessor", + "ProcessorPipe", + "pipe_processors", + "processor", +] diff --git a/src/sghi/etl/commons/sinks.py b/src/sghi/etl/commons/sinks.py new file mode 100644 index 0000000..6494505 --- /dev/null +++ b/src/sghi/etl/commons/sinks.py @@ -0,0 +1,231 @@ +"""Common :class:`~sghi.etl.core.Sink` implementations.""" + +from __future__ import annotations + +import logging +from collections.abc import Callable +from functools import update_wrapper +from logging import Logger +from typing import Final, Generic, Self, TypeVar, final + +from typing_extensions import override + +from sghi.disposable import not_disposed +from sghi.etl.core import Sink +from sghi.utils import ensure_callable, type_fqn + +# ============================================================================= +# TYPES +# ============================================================================= + + +_PDT = TypeVar("_PDT") +"""Type variable representing the data type after processing.""" + +_SinkCallable = Callable[[_PDT], None] + + +# ============================================================================= +# TYPES +# ============================================================================= + + +_OF_CALLABLE_LOGGER_PREFIX: Final[str] = f"{__name__}.@sink" + + +# ============================================================================= +# DECORATORS +# ============================================================================= + + +def sink(f: Callable[[_PDT], None]) -> Sink[_PDT]: + """Mark/decorate a ``Callable`` as a :class:`Sink`. + + The result is that the callable is converted into a ``Sink`` instance. + When used as a decorator, invoking the decorated callable has the same + effect as invoking the ``drain`` method of the resulting ``Sink`` instance. + + .. important:: + + The decorated callable *MUST* accept at least one argument but have at + *MOST* one required argument (the processed data to drain/consume). + + .. note:: + + The resulting values are true ``Sink`` instances that can be disposed. + Once disposed, any attempts to invoke these instances will + result in an :exc:`ResourceDisposedError` being raised. + + .. admonition:: Regarding retry safety + :class: tip + + The resulting ``Sink`` is safe to retry if and only if, the decorated + callable is safe to retry. + + :param f: The callable to be decorated. The callable *MUST* have at *MOST* + one required argument (the processed data to drain/consume). + + :return: A ``Sink`` instance. + + :raise ValueError: If the given value is NOT a ``Callable``. + """ + ensure_callable(f, message="A callable object is required.") + + return _SinkOfCallable(delegate_to=f) + + +# ============================================================================= +# SINK IMPLEMENTATIONS +# ============================================================================= + + +@final +class NullSink(Sink[_PDT], Generic[_PDT]): + """A :class:`Sink` that discards all the data it receives. + + Like to ``dev/null`` on Unix, instances of this ``Sink`` discard all data + drained to them but report the drain operation as successful. This is + mostly useful as a placeholder or where further consumption of processed + data is not required. + + .. admonition:: Regarding retry safety + :class: tip + + Instances of this ``Sink`` are idempotent and thus inherently safe to + retry. + """ + + __slots__ = ("_is_disposed", "_logger") + + def __init__(self) -> None: + """Create a new ``NullSink`` instance.""" + super().__init__() + self._is_disposed: bool = False + self._logger: Logger = logging.getLogger(type_fqn(self.__class__)) + + @not_disposed + @override + def __enter__(self) -> Self: + """Return ``self`` upon entering the runtime context. + + .. admonition:: Don't use after dispose + :class: error + + Invoking this method on an instance that is disposed(i.e. the + :attr:`is_disposed` property on the instance is ``True``) will + result in a :exc:`ResourceDisposedError` being raised. + + :return: This instance. + + :raise ResourceDisposedError: If this sink has already been disposed. + """ + return super(Sink, self).__enter__() + + @property + @override + def is_disposed(self) -> bool: + return self._is_disposed + + @not_disposed + @override + def drain(self, processed_data: _PDT) -> None: + """Discard all the received data. + + .. admonition:: Don't use after dispose + :class: error + + Invoking this method on an instance that is disposed(i.e. the + :attr:`is_disposed` property on the instance is ``True``) will + result in a :exc:`ResourceDisposedError` being raised. + + :param processed_data: The processed data to consume/drain. + + :return: None. + + :raise ResourceDisposedError: If this sink has already been disposed. + """ + self._logger.info("Discarding all received data.") + # Do nothing with the received data. + + @override + def dispose(self) -> None: + self._is_disposed = True + self._logger.info("Disposal complete.") + + +@final +class _SinkOfCallable(Sink[_PDT], Generic[_PDT]): + __slots__ = ("_delegate_to", "_is_disposed", "_logger") + + def __init__(self, delegate_to: _SinkCallable[_PDT]) -> None: + super().__init__() + ensure_callable( + value=delegate_to, + message="'delegate_to' MUST be a callable object.", + ) + self._delegate_to: _SinkCallable[_PDT] = delegate_to + self._is_disposed: bool = False + self._logger: Logger = logging.getLogger( + f"{_OF_CALLABLE_LOGGER_PREFIX}({type_fqn(self._delegate_to)})" + ) + update_wrapper(self, self._delegate_to) + + @not_disposed + @override + def __enter__(self) -> Self: + """Return ``self`` upon entering the runtime context. + + .. admonition:: Don't use after dispose + :class: error + + Invoking this method on an instance that is disposed(i.e. the + :attr:`is_disposed` property on the instance is ``True``) will + result in a :exc:`ResourceDisposedError` being raised. + + :return: This instance. + + :raise ResourceDisposedError: If this sink has already been disposed. + """ + return super(Sink, self).__enter__() + + @property + @override + def is_disposed(self) -> bool: + return self._is_disposed + + @not_disposed + @override + def drain(self, processed_data: _PDT) -> None: + """Delegate consumption of the processed data to the wrapped callable. + + .. admonition:: Don't use after dispose + :class: error + + Invoking this method on an instance that is disposed(i.e. the + :attr:`is_disposed` property on the instance is ``True``) will + result in a :exc:`ResourceDisposedError` being raised. + + :param processed_data: The processed data to consume/drain. + + :return: None. + + :raise ResourceDisposedError: If this sink has already been disposed. + """ + self._logger.info("Delegating to '%s'.", type_fqn(self._delegate_to)) + self._delegate_to(processed_data) + + @override + def dispose(self) -> None: + self._is_disposed = True + self._logger.info("Disposal complete.") + + +# ============================================================================= +# MODULE EXPORTS +# ============================================================================= + + +__all__ = [ + "NullSink", + "sink", +] diff --git a/src/sghi/etl/commons/sources.py b/src/sghi/etl/commons/sources.py new file mode 100644 index 0000000..de685dc --- /dev/null +++ b/src/sghi/etl/commons/sources.py @@ -0,0 +1,155 @@ +"""Common :class:`~sghi.etl.core.Source` implementations.""" + +from __future__ import annotations + +import logging +from collections.abc import Callable +from functools import update_wrapper +from logging import Logger +from typing import Final, Generic, Self, TypeVar, final + +from typing_extensions import override + +from sghi.disposable import not_disposed +from sghi.etl.core import Source +from sghi.utils import ensure_callable, type_fqn + +# ============================================================================= +# TYPES +# ============================================================================= + + +_RDT = TypeVar("_RDT") +"""Raw Data Type.""" + +_SourceCallable = Callable[[], _RDT] + + +# ============================================================================= +# TYPES +# ============================================================================= + + +_OF_CALLABLE_LOGGER_PREFIX: Final[str] = f"{__name__}.@source" + + +# ============================================================================= +# DECORATORS +# ============================================================================= + + +def source(f: Callable[[], _RDT]) -> Source[_RDT]: + """Mark/decorate a ``Callable`` as a :class:`Source`. + + The result is that the callable is converted into a ``Source`` instance. + When used as a decorator, invoking the decorated callable has the same + effect as invoking the ``draw`` method of the resulting ``Source`` + instance. + + .. important:: + + The decorated callable *MUST NOT* have any required arguments but MUST + return a value (the drawn data). + + .. note:: + + The resulting values are true ``Source`` instances that can be + disposed. Once disposed, any attempts to invoke these instances will + result in an :exc:`ResourceDisposedError` being raised. + + .. admonition:: Regarding retry safety + :class: tip + + The resulting ``Source`` is safe to retry if and only if, the + decorated callable is safe to retry. + + :param f: The callable to be decorated. The callable *MUST NOT* have any + required arguments but *MUST* return a value (the drawn data). + + :return: A ``Source`` instance. + + :raise ValueError: If the given value is NOT a ``Callable``. + """ + ensure_callable(f, message="A callable object is required.") + + return _SourceOfCallable(delegate_to=f) + + +# ============================================================================= +# SOURCE IMPLEMENTATIONS +# ============================================================================= + + +@final +class _SourceOfCallable(Source[_RDT], Generic[_RDT]): + __slots__ = ("_delegate_to", "_is_disposed", "_logger") + + def __init__(self, delegate_to: _SourceCallable[_RDT]) -> None: + super().__init__() + ensure_callable( + value=delegate_to, + message="'delegate_to' MUST be a callable object.", + ) + self._delegate_to: _SourceCallable[_RDT] = delegate_to + self._is_disposed: bool = False + self._logger: Logger = logging.getLogger( + f"{_OF_CALLABLE_LOGGER_PREFIX}({type_fqn(self._delegate_to)})" + ) + update_wrapper(self, self._delegate_to) + + @not_disposed + @override + def __enter__(self) -> Self: + """Return ``self`` upon entering the runtime context. + + .. admonition:: Don't use after dispose + :class: error + + Invoking this method on an instance that is disposed(i.e. the + :attr:`is_disposed` property on the instance is ``True``) will + result in a :exc:`ResourceDisposedError` being raised. + + :return: This instance. + + :raise ResourceDisposedError: If this source has already been disposed. + """ + return super(Source, self).__enter__() + + @property + @override + def is_disposed(self) -> bool: + return self._is_disposed + + @not_disposed + @override + def draw(self) -> _RDT: + """Delegate data retrival to the wrapped callable. + + .. admonition:: Don't use after dispose + :class: error + + Invoking this method on an instance that is disposed(i.e. the + :attr:`is_disposed` property on the instance is ``True``) will + result in a :exc:`ResourceDisposedError` being raised. + + :return: The drawn, raw data as returned by the wrapped callable. + + :raise ResourceDisposedError: If this source has already been disposed. + """ + self._logger.info("Delegating to '%s'.", type_fqn(self._delegate_to)) + return self._delegate_to() + + @override + def dispose(self) -> None: + self._is_disposed = True + self._logger.info("Disposal complete.") + + +# ============================================================================= +# MODULE EXPORTS +# ============================================================================= + + +__all__ = [ + "source", +] diff --git a/src/sghi/etl/commons/utils/__init__.py b/src/sghi/etl/commons/utils/__init__.py new file mode 100644 index 0000000..ec2650c --- /dev/null +++ b/src/sghi/etl/commons/utils/__init__.py @@ -0,0 +1,9 @@ +"""Common utilities.""" + +from .result_gatherers import fail_fast, fail_fast_factory, ignored_failed + +__all__ = [ + "fail_fast", + "fail_fast_factory", + "ignored_failed", +] diff --git a/src/sghi/etl/commons/utils/result_gatherers.py b/src/sghi/etl/commons/utils/result_gatherers.py new file mode 100644 index 0000000..0f5506c --- /dev/null +++ b/src/sghi/etl/commons/utils/result_gatherers.py @@ -0,0 +1,165 @@ +"""Utilities for working with ``concurrent.futures.Future`` objects. + +This module provides helper functions for collecting results and/or errors from +concurrent ``Future`` objects. +""" + +from __future__ import annotations + +from collections.abc import Callable, Iterable +from concurrent.futures import Future +from typing import TypeVar + +from sghi.utils import ( + ensure_callable, + ensure_instance_of, + ensure_predicate, + future_succeeded, +) + +# ============================================================================= +# TYPES +# ============================================================================= + + +_T = TypeVar("_T") + +_ResultGatherer = Callable[[Iterable[Future[_T]]], Iterable[_T]] + + +# ============================================================================= +# UTILITIES +# ============================================================================= + + +def fail_fast( + futures: Iterable[Future[_T]], + exc_wrapper_factory: Callable[[str | None], BaseException] | None = None, + exc_wrapper_message: str | None = None, +) -> Iterable[_T]: + """Return the results from futures or errors if any of the futures failed. + + This function returns an ``Iterable`` of the results or errors(if any of + the futures failed) gathered from the provided + :class:`~concurrent.futures.Future` objects. Note that, this method by + itself doesn't raise any exceptions for valid input values, but rather, + consuming the returned ``Iterable`` is what raises the exception. When + iterating through the returned ``Iterable``, the exception will be raised + on the first encounter of a non-successful result. Optionally, a custom + exception type factory and message can be provided to be used when raising + the exception. + + Essentially, this function maps each ``Future`` object to its result if it + completed successfully, or to a ``raise exp`` statement if the callable + wrapped by the ``Future`` raised an exception during execution. ``exp`` + will either be the exception returned by ``exc_wrapper_factory`` function + when provided, or the original exception raised by the wrapped callable. + + :param futures: An ``Iterable`` of ``Future`` objects to gather results + from. + :param exc_wrapper_factory: An optional ``Exception`` factory function. If + provided, the function will be used to create the actual exception + instance that will be raised, with the original exception attached as + the cause. That is, the original exception will be attached to the new + exception as the ``__cause__`` attribute. + When not provided, the original exception is raised as it is. + :param exc_wrapper_message: An optional message to use with the raised + exception. Note that this is only used if the ``exc_wrapper_factory`` + parameter is also provided and ignored otherwise. + Defaults to ``None`` when not provided. + + :return: An ``Iterable`` of the results gathered from the provided futures. + + :raise TypeError: If ``futures`` is NOT an ``Iterable``. + :raise ValueError: If ``exc_wrapper_factory`` is provided but is NOT a + callable object. + """ + ensure_instance_of(futures, Iterable, "'futures' MUST be an Iterable.") + ensure_predicate( + test=callable(exc_wrapper_factory) if exc_wrapper_factory else True, + message="When not None, 'exc_wrapper_factory' MUST be a callable.", + ) + + # Wrap the actual gathering operation in a nested function. This way, this + # entire function doesn't become a generator, and it can fail quickly when + # supplied with invalid arguments. That is, the "ensure_*" checks raise + # exceptions immediately on the invocation of this function if the checks + # fail instead of waiting until ``next`` is called on the returned + # generator. + def _do_gather() -> Iterable[_T]: + for future in futures: + try: + yield future.result() + except BaseException as exp: # noqa: BLE001 + if exc_wrapper_factory: + raise exc_wrapper_factory(exc_wrapper_message) from exp + else: + raise + + return _do_gather() + + +def fail_fast_factory( + exc_wrapper_factory: Callable[[str | None], BaseException], + exc_wrapper_message: str | None = None, +) -> _ResultGatherer[_T]: + """Return a :func:`fail_fast` function that raises the specified exception. + + Create and return a pre-configured :func:`fail_fast` function that raises + the specified exception and message. + + :param exc_wrapper_factory: An ``Exception`` factory function that takes + an optional error message as input and returns an exception object to + be raised. The original exception will be attached to the created + exception as the ``__cause__`` attribute. This MUST be a valid callable + object. + :param exc_wrapper_message: An optional error message to use with the + raised exception. Defaults to ``None`` when not provided. + + :return: A function that behaves as ``fail_fast`` but uses the specified + configuration. + + :raise ValueError: If ``exc_wrapper_factory`` is NOT a callable object. + """ + ensure_callable( + value=exc_wrapper_factory, + message="'exc_wrapper_factory' MUST be a callable.", + ) + + def _do_fail_fast(futures: Iterable[Future[_T]]) -> Iterable[_T]: + return fail_fast( + futures, + exc_wrapper_factory=exc_wrapper_factory, + exc_wrapper_message=exc_wrapper_message, + ) + + return _do_fail_fast + + +def ignored_failed(futures: Iterable[Future[_T]]) -> Iterable[_T]: + """Return results only from successful futures. + + Gather and return results from the successful futures of the provided set. + In this context, a ``Future`` is considered to have completed successfully + if it wasn't canceled and no uncaught exceptions were raised by its callee. + + :param futures: An ``Iterable`` of ``Future`` objects to gather results + from. + + :return: An ``Iterable`` of the results gathered from only the successful + futures of the provided set. + + :raise TypeError: If ``futures`` is NOT an ``Iterable``. + """ + ensure_instance_of(futures, Iterable, "'futures' MUST be an Iterable.") + + # Wrap the actual gathering operation in a nested function. This way, this + # entire function doesn't become a generator, and it can fail quickly when + # supplied with invalid arguments. That is, the "ensure_*" checks raise + # exceptions immediately on the invocation of this function if the checks + # fail instead of waiting until ``next`` is called on the returned + # generator. + def _do_gather() -> Iterable[_T]: + yield from (ftr.result() for ftr in filter(future_succeeded, futures)) + + return _do_gather() diff --git a/src/sghi/etl/commons/workflow_definitions.py b/src/sghi/etl/commons/workflow_definitions.py new file mode 100644 index 0000000..80bd473 --- /dev/null +++ b/src/sghi/etl/commons/workflow_definitions.py @@ -0,0 +1,162 @@ +"""Common :class:`sghi.etl.core.WorkflowDefinition` implementations.""" + +from __future__ import annotations + +from typing import TYPE_CHECKING, Generic, TypeVar, final + +from typing_extensions import override + +from sghi.etl.core import Processor, Sink, Source, WorkflowDefinition +from sghi.utils import ( + ensure_callable, + ensure_instance_of, + ensure_not_none_nor_empty, + ensure_optional_instance_of, +) + +from .processors import NOOPProcessor +from .sinks import NullSink + +if TYPE_CHECKING: + from collections.abc import Callable + + +# ============================================================================= +# TYPES +# ============================================================================= + + +_PDT = TypeVar("_PDT") +"""Type variable representing the data type after processing.""" + +_RDT = TypeVar("_RDT") +"""Type variable representing the raw data type.""" + + +# ============================================================================= +# SPEC IMPLEMENTATIONS +# ============================================================================= + + +@final +class SimpleWorkflowDefinition( + WorkflowDefinition[_RDT, _PDT], + Generic[_RDT, _PDT], +): + """A simple :class:`WorkflowDefinition` implementation.""" + + def __init__( + self, + id: str, # noqa: A002 + name: str, + source_factory: Callable[[], Source[_RDT]], + description: str | None = None, + processor_factory: Callable[[], Processor[_RDT, _PDT]] = NOOPProcessor, + sink_factory: Callable[[], Sink[_PDT]] = NullSink, + ) -> None: + """Create a new ``WorkflowDefinition`` with the provided properties. + + The ``id``, ``name`` and ``source_factory`` parameters are mandatory + and MUST be valid (see individual parameter docs for details). + Providing invalid parameters will lead to either a :exc:`TypeError` ( + for values of the wrong type) or :exc:`ValueError` being raised. + + :param id: A unique identifier to assign to the created workflow. + This MUST be a non-empty string. + :param name: A name to assign to the created workflow. This MUST be + a non-empty string. + :param source_factory: A function that suppliers the ``Source`` + associated with the created workflow. This MUST be a valid + callable. + :param description: An optional description to assign to the created + workflow. This MUST be a valid string when NOT ``None``. Defaults + to ``None`` when not provided. + :param processor_factory: An optional function that suppliers the + ``Processor`` associated with the created workflow. This MUST be a + valid callable. Defaults to ``NOOPProcessor`` when not provided. + :param sink_factory: A function that suppliers the ``Sink`` associated + with the created workflow. This MUST be a valid callable. Defaults + to ``NullSink`` when not provided. + + :raise TypeError: If ``id`` or ``name`` are NOT strings, or if + ``description`` is provided but is NOT a string. + :raise ValueError: If one of the following is ``True``; ``id`` is an + empty string, ``name`` is an empty string, ``source_factory`` is + NOT a valid callable, ``processor_factory`` is NOT a valid callable + or ``sink_factory`` is NOT a valid callable. + """ + super().__init__() + self._id: str = ensure_not_none_nor_empty( + value=ensure_instance_of( + value=id, + klass=str, + message="'id' MUST be a string.", + ), + message="'id' MUST NOT be an empty string.", + ) + self._name: str = ensure_not_none_nor_empty( + value=ensure_instance_of( + value=name, + klass=str, + message="'name' MUST be a string.", + ), + message="'name' MUST NOT be an empty string.", + ) + self._source_factory: Callable[[], Source[_RDT]] = ensure_callable( + value=source_factory, + message="'source_factory' MUST be a callable object.", + ) + self._description: str | None = ensure_optional_instance_of( + value=description, + klass=str, + message="'description' MUST be a string when NOT None.", + ) + self._processor_factory: Callable[[], Processor[_RDT, _PDT]] + self._processor_factory = ensure_callable( + value=processor_factory, + message="'processor_factory' MUST be a callable object.", + ) + self._sink_factory: Callable[[], Sink[_PDT]] = ensure_callable( + value=sink_factory, + message="'sink_factory' MUST be a callable object.", + ) + + @property + @override + def id(self) -> str: + return self._id + + @property + @override + def name(self) -> str: + return self._name + + @property + @override + def description(self) -> str | None: + return self._description + + @property + @override + def source_factory(self) -> Callable[[], Source[_RDT]]: + return self._source_factory + + @property + @override + def processor_factory(self) -> Callable[[], Processor[_RDT, _PDT]]: + return self._processor_factory + + @property + @override + def sink_factory(self) -> Callable[[], Sink[_PDT]]: + return self._sink_factory + + +# ============================================================================= +# MODULE EXPORTS +# ============================================================================= + + +__all__ = [ + "SimpleWorkflowDefinition", +] diff --git a/test/sghi/etl/commons_tests/processors_tests.py b/test/sghi/etl/commons_tests/processors_tests.py new file mode 100644 index 0000000..bde0dd1 --- /dev/null +++ b/test/sghi/etl/commons_tests/processors_tests.py @@ -0,0 +1,314 @@ +# ruff: noqa: D205 +"""Tests for the :module:`sghi.etl.commons.processors` module.""" + +from __future__ import annotations + +from typing import TYPE_CHECKING +from unittest import TestCase + +import pytest +from typing_extensions import override + +from sghi.disposable import ResourceDisposedError +from sghi.etl.commons import NOOPProcessor, ProcessorPipe, processor +from sghi.etl.core import Processor +from sghi.task import task + +if TYPE_CHECKING: + from collections.abc import Iterable, Sequence + + +def test_processor_decorator_delegates_to_the_wrapped_callable() -> None: + """:func:`processor` should delegate to the wrapped callable when + invoked. + """ + int_to_str: Processor[int, str] = processor(str) + + def add_100(value: int) -> int: + return value + 100 + + add_100_processor: Processor[int, int] = processor(add_100) + + assert int_to_str(3) == str(3) == "3" + assert int_to_str(10) == str(10) == "10" + assert add_100_processor(10) == add_100(10) == 110 + assert add_100_processor(-10) == add_100(-10) == 90 + + +def test_processor_decorator_fails_on_non_callable_input_value() -> None: + """:func:`processor` should raise a :exc:`ValueError` when given a + non-callable` value. + """ + with pytest.raises(ValueError, match="callable object") as exc_info: + processor("Not a function") # type: ignore + + assert exc_info.value.args[0] == "A callable object is required." + + +def test_processor_decorator_fails_on_a_none_input_value() -> None: + """:func:`processor` should raise a :exc:`ValueError` when given a ``None`` + value. + """ + with pytest.raises(ValueError, match="callable object") as exc_info: + processor(None) # type: ignore + + assert exc_info.value.args[0] == "A callable object is required." + + +def test_processor_decorator_returns_expected_value() -> None: + """:func:`processor` should return a ``Processor`` instance.""" + + @processor + def int_to_str(value: int) -> str: + return str(value) + + def add_100(value: int) -> int: + return value + 100 + + add_100_processor: Processor[int, int] = processor(add_100) + + assert isinstance(int_to_str, Processor) + assert isinstance(add_100_processor, Processor) + + +def test_processor_decorated_value_usage_as_a_context_manager() -> None: + """:func:`processor` decorated callables are valid context managers and + should behave correctly when used as so. + """ + + @task + def add_100(value: int) -> int: + return value + 100 + + @task + def int_to_str(value: int) -> str: + return str(value) + + with processor(add_100 >> int_to_str) as _processor: + result: str = _processor(10) + + assert result == "110" + assert _processor.is_disposed + + +def test_processor_decorated_value_usage_when_is_disposed_fails() -> None: + """Usage of a :func:`processor` decorated callable should raise + :exc:`ResourceDisposedError` when invoked after being disposed. + """ + + @processor + def int_to_str(value: int) -> str: + return str(value) + + int_to_str.dispose() + + with pytest.raises(ResourceDisposedError): + int_to_str(10) + + with pytest.raises(ResourceDisposedError): + int_to_str.apply(10) + + with pytest.raises(ResourceDisposedError): + int_to_str.__enter__() + + +class TestNOOPProcessor(TestCase): + """Tests for the :class:`sghi.etl.commons.NOOPProcessor` class.""" + + def test_apply_returns_the_expected_value(self) -> None: + """:meth:`NOOPProcessor.apply` should return its argument without any + modifications. + """ + raw_data1: list[str] = ["some", "very", "important", "raw", "data"] + raw_data2: str = "some very important raw data" + raw_data3: int = 37 + raw_data4: str | None = None + + instance = NOOPProcessor() + + assert instance.apply(raw_data1) is raw_data1 + assert instance.apply(raw_data2) is raw_data2 + assert instance.apply(raw_data3) == raw_data3 + assert instance.apply(raw_data4) is None + + instance.dispose() + + def test_dispose_has_the_intended_side_effects(self) -> None: + """Calling :meth:`NOOPProcessor.dispose` should result in the + :attr:`NOOPProcessor.is_disposed` property being set to ``True``. + """ + instance = NOOPProcessor() + instance.dispose() + + assert instance.is_disposed + + def test_multiple_dispose_invocations_is_okay(self) -> None: + """Calling :meth:`NOOPProcessor.dispose` multiple times should be okay. + + No errors should be raised and the object should remain disposed. + """ + instance = NOOPProcessor() + + for _ in range(10): + try: + instance.dispose() + except Exception as exc: # noqa: BLE001 + fail_reason: str = ( + "Calling 'NOOPProcessor.dispose()' multiple times should " + f"be okay. But the following error was raised: {exc!s}" + ) + pytest.fail(fail_reason) + + assert instance.is_disposed + + def test_usage_as_a_context_manager_behaves_as_expected(self) -> None: + """:class:`NOOPProcessor` instances are valid context managers and + should behave correctly when used as so. + """ + raw_data: list[str] = ["some", "very", "important", "raw", "data"] + with NOOPProcessor() as _processor: + clean_data = _processor.apply(raw_data) + assert clean_data is raw_data + + assert _processor.is_disposed + + def test_usage_when_is_disposed_fails(self) -> None: + """Invoking "resource-aware" methods of a disposed instance should + result in an :exc:`ResourceDisposedError` being raised. + + Specifically, invoking the following two methods on a disposed instance + should fail: + + - :meth:`NOOPProcessor.__enter__` + - :meth:`NOOPProcessor.apply` + """ + instance = NOOPProcessor() + instance.dispose() + + with pytest.raises(ResourceDisposedError): + instance.apply("some raw data.") + + with pytest.raises(ResourceDisposedError): + instance.__enter__() + + +class TestProcessorPipe(TestCase): + """Tests for the :class:`sghi.etl.commons.ProcessorPipe` class.""" + + @override + def setUp(self) -> None: + super().setUp() + + @processor + def add_65(ints: Iterable[int]) -> Iterable[int]: + yield from (v + 65 for v in ints) + + @processor + def ints_to_chars(ints: Iterable[int]) -> Iterable[str]: + yield from map(chr, ints) + + @processor + def join_chars(values: Iterable[str]) -> str: + return "".join(list(values)) + + self._embedded_processors: Sequence[Processor] = [ + add_65, + ints_to_chars, + join_chars, + ] + self._instance: Processor[Iterable[int], str] = ProcessorPipe( + processors=self._embedded_processors, + ) + + @override + def tearDown(self) -> None: + super().tearDown() + self._instance.dispose() + + def test_apply_returns_the_expected_value(self) -> None: + """:meth:`ProcessorPipe.apply` should return the result after applying + the given raw data through its embedded processors. + """ + assert self._instance.apply(range(10)) == "ABCDEFGHIJ" + + def test_instantiation_fails_on_none_processors_argument(self) -> None: + """Instantiating a :class:`ProcessorPipe` with a ``None`` + ``processors`` argument should raise a :exc:`ValueError`. + """ + with pytest.raises(ValueError, match="None or empty") as exp_info: + ProcessorPipe(processors=None) # type: ignore + + assert ( + exp_info.value.args[0] == "'processors' MUST NOT be None or empty." + ) + + def test_instantiation_fails_on_an_empty_processors_argument(self) -> None: + """Instantiating a :class:`ProcessorPipe` with an empty + ``processors`` argument should raise a :exc:`ValueError`. + """ + with pytest.raises(ValueError, match="None or empty") as exp_info: + ProcessorPipe(processors=[]) + + assert ( + exp_info.value.args[0] == "'processors' MUST NOT be None or empty." + ) + + def test_dispose_has_the_intended_side_effects(self) -> None: + """Calling :meth:`ProcessorPipe.dispose` should result in the + :attr:`ProcessorPipe.is_disposed` property being set to ``True``. + + Each embedded ``Processor`` should also be disposed. + """ + self._instance.dispose() + + assert self._instance.is_disposed + for _processor in self._embedded_processors: + assert _processor.is_disposed + + def test_multiple_dispose_invocations_is_okay(self) -> None: + """Calling :meth:`ProcessorPipe.dispose` multiple times should be okay. + + No errors should be raised and the object should remain disposed. + """ + for _ in range(10): + try: + self._instance.dispose() + except Exception as exc: # noqa: BLE001 + fail_reason: str = ( + "Calling 'ProcessorPipe.dispose()' multiple times should " + f"be okay. But the following error was raised: {exc!s}" + ) + pytest.fail(fail_reason) + + assert self._instance.is_disposed + for _processor in self._embedded_processors: + assert _processor.is_disposed + + def test_usage_as_a_context_manager_behaves_as_expected(self) -> None: + """:class:`ProcessorPipe` instances are valid context managers and + should behave correctly when used as so. + """ + with self._instance: + assert self._instance.apply(range(5, 10)) == "FGHIJ" + + assert self._instance.is_disposed + for _processor in self._embedded_processors: + assert _processor.is_disposed + + def test_usage_when_is_disposed_fails(self) -> None: + """Invoking "resource-aware" methods of a disposed instance should + result in an :exc:`ResourceDisposedError` being raised. + + Specifically, invoking the following two methods on a disposed instance + should fail: + + - :meth:`ProcessorPipe.__enter__` + - :meth:`ProcessorPipe.apply` + """ + self._instance.dispose() + + with pytest.raises(ResourceDisposedError): + self._instance.apply(range(5)) + + with pytest.raises(ResourceDisposedError): + self._instance.__enter__() diff --git a/test/sghi/etl/commons_tests/sinks_tests.py b/test/sghi/etl/commons_tests/sinks_tests.py new file mode 100644 index 0000000..e5e6035 --- /dev/null +++ b/test/sghi/etl/commons_tests/sinks_tests.py @@ -0,0 +1,168 @@ +# ruff: noqa: D205 +"""Tests for the :module:`sghi.etl.commons.sinks` module.""" + +from __future__ import annotations + +from typing import TYPE_CHECKING +from unittest import TestCase + +import pytest + +from sghi.disposable import ResourceDisposedError +from sghi.etl.commons import NullSink, sink +from sghi.etl.core import Sink + +if TYPE_CHECKING: + from collections.abc import Iterable, MutableSequence + + +def test_sink_decorator_delegates_to_the_wrapped_callable() -> None: + """:func:`sink` should delegate to the wrapped callable when invoked.""" + repository: MutableSequence[int] = [] + + def save_ints(values: Iterable[int]) -> None: + repository.extend(values) + + ints_consumer: Sink[Iterable[int]] = sink(save_ints) + ints_consumer(range(5)) + + assert repository == [0, 1, 2, 3, 4] + + +def test_sink_decorator_fails_on_non_callable_input_value() -> None: + """:func:`sink` should raise a :exc:`ValueError` when given a + non-callable` value. + """ + with pytest.raises(ValueError, match="callable object") as exc_info: + sink("Not a function") # type: ignore + + assert exc_info.value.args[0] == "A callable object is required." + + +def test_sink_decorator_fails_on_a_none_input_value() -> None: + """:func:`sink` should raise a :exc:`ValueError` when given a ``None`` + value. + """ + with pytest.raises(ValueError, match="callable object") as exc_info: + sink(None) # type: ignore + + assert exc_info.value.args[0] == "A callable object is required." + + +def test_sink_decorator_returns_expected_value() -> None: + """:func:`sink` should return a ``Sink`` instance.""" + repository: MutableSequence[int] = [] + + @sink + def save_ints(values: Iterable[int]) -> None: + repository.extend(values) + + print_all: Sink[str] = sink(print) + + assert isinstance(save_ints, Sink) + assert isinstance(print_all, Sink) + + +def test_sink_decorated_value_usage_as_a_context_manager() -> None: + """:func:`sink` decorated callables are valid context managers and + should behave correctly when used as so. + """ + repository: MutableSequence[int] = [] + + def save_ints(values: Iterable[int]) -> None: + repository.extend(values) + + with sink(save_ints) as ints_consumer: + ints_consumer(range(5)) + + assert repository == [0, 1, 2, 3, 4] + assert ints_consumer.is_disposed + + +def test_sink_decorated_value_usage_when_is_disposed_fails() -> None: + """Usage of a :func:`sink` decorated callable should raise + :exc:`ResourceDisposedError` when invoked after being disposed. + """ + repository: MutableSequence[int] = [] + + @sink + def save_ints(values: Iterable[int]) -> None: + repository.extend(values) + + save_ints.dispose() + + with pytest.raises(ResourceDisposedError): + save_ints(range(5)) + + with pytest.raises(ResourceDisposedError): + save_ints.drain(range(5)) + + with pytest.raises(ResourceDisposedError): + save_ints.__enter__() + + +class TestNullSink(TestCase): + """Tests for the :class:`sghi.etl.commons.NullSInk` class.""" + + def test_dispose_has_the_intended_side_effects(self) -> None: + """Calling :meth:`NullSink.dispose` should result in the + :attr:`NullSink.is_disposed` property being set to ``True``. + """ + instance = NullSink() + instance.dispose() + + assert instance.is_disposed + + def test_multiple_dispose_invocations_is_okay(self) -> None: + """Calling :meth:`NullSink.dispose` multiple times should be okay. + + No errors should be raised and the object should remain disposed. + """ + instance = NullSink() + + for _ in range(10): + try: + instance.dispose() + except Exception as exc: # noqa: BLE001 + fail_reason: str = ( + "Calling 'NullSink.dispose()' multiple times should be " + f"okay. But the following error was raised: {exc!s}" + ) + pytest.fail(fail_reason) + + assert instance.is_disposed + + def test_usage_as_a_context_manager_behaves_as_expected(self) -> None: + """:class:`NullSink` instances are valid context managers and should + behave correctly when used as so. + """ + processed_data: list[str] = [ + "some", + "very", + "important", + "processed", + "data", + ] + with NullSink() as _sink: + _sink.drain(processed_data) + + assert _sink.is_disposed + + def test_usage_when_is_disposed_fails(self) -> None: + """Invoking "resource-aware" methods of a disposed instance should + result in an :exc:`ResourceDisposedError` being raised. + + Specifically, invoking the following two methods on a disposed instance + should fail: + + - :meth:`NullSink.__enter__` + - :meth:`NullSink.apply` + """ + instance = NullSink() + instance.dispose() + + with pytest.raises(ResourceDisposedError): + instance.drain("some processed data.") + + with pytest.raises(ResourceDisposedError): + instance.__enter__() diff --git a/test/sghi/etl/commons_tests/sources_tests.py b/test/sghi/etl/commons_tests/sources_tests.py new file mode 100644 index 0000000..8de7ee6 --- /dev/null +++ b/test/sghi/etl/commons_tests/sources_tests.py @@ -0,0 +1,95 @@ +# ruff: noqa: D205 +"""Tests for the :module:`sghi.etl.commons.sources` module.""" + +from __future__ import annotations + +from typing import TYPE_CHECKING + +import pytest + +from sghi.disposable import ResourceDisposedError +from sghi.etl.commons import source +from sghi.etl.core import Source + +if TYPE_CHECKING: + from collections.abc import Iterable + + +def test_source_decorator_delegates_to_the_wrapped_callable() -> None: + """:func:`source` should delegate to the wrapped callable when invoked.""" + + def supply_ints(count: int = 4) -> Iterable[int]: + yield from range(count) + + int_supplier_source: Source[Iterable[int]] = source(supply_ints) + + assert list(int_supplier_source()) == list(supply_ints()) == [0, 1, 2, 3] + + +def test_source_decorator_fails_on_non_callable_input_value() -> None: + """:func:`source` should raise a :exc:`ValueError` when given a + non-callable` value. + """ + with pytest.raises(ValueError, match="callable object") as exc_info: + source("Not a function") # type: ignore + + assert exc_info.value.args[0] == "A callable object is required." + + +def test_source_decorator_fails_on_a_none_input_value() -> None: + """:func:`source` should raise a :exc:`ValueError` when given a ``None`` + value. + """ + with pytest.raises(ValueError, match="callable object") as exc_info: + source(None) # type: ignore + + assert exc_info.value.args[0] == "A callable object is required." + + +def test_source_decorator_returns_expected_value() -> None: + """:func:`source` should return a ``Source`` instance.""" + + @source + def supply_ints(count: int = 5) -> Iterable[int]: + yield from range(count) + + empty_string_supplier: Source[str] = source(str) + + assert isinstance(supply_ints, Source) + assert isinstance(empty_string_supplier, Source) + + +def test_source_decorated_value_usage_as_a_context_manager() -> None: + """:func:`source` decorated callables are valid context managers and + should behave correctly when used as so. + """ + + def supply_ints(count: int = 5) -> Iterable[int]: + yield from range(count) + + with source(supply_ints) as int_supplier: + result: tuple[int, ...] = tuple(int_supplier()) + + assert result == (0, 1, 2, 3, 4) + assert int_supplier.is_disposed + + +def test_source_decorated_value_usage_when_is_disposed_fails() -> None: + """Usage of a :func:`source` decorated callable should raise + :exc:`ResourceDisposedError` when invoked after being disposed. + """ + + @source + def supply_ints(count: int = 5) -> Iterable[int]: + yield from range(count) + + supply_ints.dispose() + + with pytest.raises(ResourceDisposedError): + supply_ints() + + with pytest.raises(ResourceDisposedError): + supply_ints.draw() + + with pytest.raises(ResourceDisposedError): + supply_ints.__enter__() diff --git a/test/sghi/etl/commons_tests/utils_tests/__init__.py b/test/sghi/etl/commons_tests/utils_tests/__init__.py new file mode 100644 index 0000000..c21b67f --- /dev/null +++ b/test/sghi/etl/commons_tests/utils_tests/__init__.py @@ -0,0 +1 @@ +"""Tests for the ``sghi.etl.commons.utils`` package.""" diff --git a/test/sghi/etl/commons_tests/utils_tests/result_gatherers_tests.py b/test/sghi/etl/commons_tests/utils_tests/result_gatherers_tests.py new file mode 100644 index 0000000..09e9d38 --- /dev/null +++ b/test/sghi/etl/commons_tests/utils_tests/result_gatherers_tests.py @@ -0,0 +1,211 @@ +"""Tests for the ``sghi.etl.commons.utils.result_gatherers`` module.""" + +from __future__ import annotations + +from collections.abc import Callable, Iterable +from concurrent.futures import Future + +import pytest + +from sghi.etl.commons.utils import fail_fast, fail_fast_factory, ignored_failed +from sghi.exceptions import SGHIError + +# ============================================================================= +# HELPERS +# ============================================================================= + + +def _create_successful_features(count: int = 5) -> Iterable[Future[int]]: + def _num_to_future(num: int) -> Future[int]: + f = Future() + f.set_result(num) + return f + + yield from map(_num_to_future, range(count)) + + +def _create_futures_with_one_failed( + count: int = 5, + failed_index: int = 3, + exc_factory: Callable[[], BaseException] = SGHIError, +) -> Iterable[Future[int]]: + def _num_to_future(num: int) -> Future[int]: + f = Future() + if num == failed_index: + f.set_exception(exc_factory()) + else: + f.set_result(num) + return f + + yield from map(_num_to_future, range(count)) + + +# ============================================================================= +# TEST CASES +# ============================================================================= + + +def test_fail_fast_fails_when_given_invalid_args() -> None: + """:func:`sghi.etl.commons.utils.fail_fast` should fail when given invalid + args. + """ # noqa: D205 + with pytest.raises(TypeError, match="MUST be an Iterable") as exp_info1: + fail_fast(None) # type: ignore + + with pytest.raises(ValueError, match="MUST be a callable") as exp_info2: + fail_fast(_create_successful_features(), exc_wrapper_factory="oops") # type: ignore + + assert exp_info1.value.args[0] == "'futures' MUST be an Iterable." + assert ( + exp_info2.value.args[0] + == "When not None, 'exc_wrapper_factory' MUST be a callable." + ) + + +def test_fail_fast_returns_iterable_even_with_failed_futures_present() -> None: + """:func:`sghi.etl.commons.utils.fail_fast` should always return an + ``Iterable`` and not raise any exception for valid input args. + + This should hold even if the any of the provided futures failed. + """ # noqa: D205 + # noinspection PyBroadException + try: + results = fail_fast( + futures=_create_futures_with_one_failed(5, failed_index=2), + ) + except BaseException: # noqa: BLE001 + fail_reason: str = ( + "'fail_fast' should not raise any exception when given valid " + "inputs." + ) + pytest.fail(fail_reason) + + assert isinstance(results, Iterable) + + +def test_fail_fast_return_value_when_futures_are_successful() -> None: + """:func:`sghi.etl.commons.utils.fail_fast` should return an ``Iterable`` + of the gathered results if no future failed.. + """ # noqa: D205 + results = fail_fast(_create_successful_features(count=5)) + + assert isinstance(results, Iterable) + assert tuple(results) == (0, 1, 2, 3, 4) + + +def test_fail_fast_return_value_with_failed_futures_no_exc_wrapper() -> None: + """:func:`sghi.etl.commons.utils.fail_fast` should return an ``Iterable`` + of the gathered results and errors if any future failed. + + Consuming the returned ``Iterable`` should raise an error at the first + encounter of the non-successful result. + """ # noqa: D205 + results = fail_fast(_create_futures_with_one_failed(5, failed_index=2)) + + assert isinstance(results, Iterable) + + results_iterator = iter(results) + assert next(results_iterator) == 0 + assert next(results_iterator) == 1 + + with pytest.raises(SGHIError): + next(results_iterator) # The third future(at index 2) failed. + + +def test_fail_fast_return_value_with_failed_futures_and_exc_wrapper() -> None: + """:func:`sghi.etl.commons.utils.fail_fast` should return an ``Iterable`` + of the gathered results and errors if any future failed. + + Consuming the returned ``Iterable`` should raise an error at the first + encounter of the non-successful result. When ``exc_wrapper_factory`` is + provided, the raised error should be that returned by the factory with its + ``__cause__`` attribute set to the original error. + """ # noqa: D205 + results = fail_fast( + futures=_create_futures_with_one_failed(5, failed_index=3), + exc_wrapper_factory=RuntimeError, + ) + + assert isinstance(results, Iterable) + + results_iterator = iter(results) + assert next(results_iterator) == 0 + assert next(results_iterator) == 1 + assert next(results_iterator) == 2 + + with pytest.raises(RuntimeError) as exp_info: + next(results_iterator) + + assert isinstance(exp_info.value.__cause__, SGHIError) + + +def test_fail_fast_factory_fails_when_given_invalid_args() -> None: + """:func:`sghi.etl.commons.utils.fail_fast_factory` should raise a + :exc:`ValueError` when ``exc_wrapper_factory`` is not a callable object. + """ # noqa: D205 + with pytest.raises(ValueError, match="MUST be a callable") as exp_info: + fail_fast_factory(exc_wrapper_factory="not a callable") # type: ignore + + assert ( + exp_info.value.args[0] == "'exc_wrapper_factory' MUST be a callable." + ) + + +def test_fail_fast_factory_returns_expected_value() -> None: + """:func:`sghi.etl.commons.utils.fail_fast_factory` should return a + gatherer function with the same semantics as + :func:`sghi.etl.commons.utils.fail_fast`. + + Consuming the returned ``Iterable`` should raise an error at the first + encounter of the non-successful result. The raised error should be that + returned by the provided ``exc_wrapper_factory`` factory with its + ``__cause__`` attribute set to the original error. + """ # noqa: D205 + results1 = fail_fast_factory( + exc_wrapper_factory=RuntimeError, + )(_create_successful_features(5)) + + results2 = fail_fast_factory( + exc_wrapper_factory=RuntimeError, exc_wrapper_message="oops" + )(_create_futures_with_one_failed(5, failed_index=2)) + + assert isinstance(results1, Iterable) + assert isinstance(results2, Iterable) + + assert tuple(results1) == (0, 1, 2, 3, 4) + + results_iterator = iter(results2) + assert next(results_iterator) == 0 + assert next(results_iterator) == 1 + + with pytest.raises(RuntimeError, match="oops") as exp_info: + next(results_iterator) # The third future(at index 2) failed. + + assert isinstance(exp_info.value.__cause__, SGHIError) + + +def test_ignore_failed_fails_when_given_invalid_args() -> None: + """:func:`sghi.etl.commons.utils.ignore_failed` should raise a + :exc:`TypeError` when ``futures`` is not an ``Iterable`` object. + """ # noqa: D205 + with pytest.raises(TypeError, match="MUST be an Iterable") as exp_info: + ignored_failed(None) # type: ignore + + assert exp_info.value.args[0] == "'futures' MUST be an Iterable." + + +def test_ignore_failed_returns_expected_value() -> None: + """:func:`sghi.etl.commons.utils.ignore_failed` should return an + ``Iterable`` of the gathered results from successful futures of the + provided set. + """ # noqa: D205 + results1 = ignored_failed(_create_successful_features(5)) + results2 = ignored_failed( + _create_futures_with_one_failed(5, failed_index=2) + ) + + assert isinstance(results1, Iterable) + assert isinstance(results2, Iterable) + + assert tuple(results1) == (0, 1, 2, 3, 4) + assert tuple(results2) == (0, 1, 3, 4) diff --git a/test/sghi/etl/commons_tests/workflow_definitions_tests.py b/test/sghi/etl/commons_tests/workflow_definitions_tests.py new file mode 100644 index 0000000..625a38a --- /dev/null +++ b/test/sghi/etl/commons_tests/workflow_definitions_tests.py @@ -0,0 +1,213 @@ +# ruff: noqa: D205 +"""Tests for the :module:`sghi.etl.commons.workflow_definitions` module.""" + +from __future__ import annotations + +from typing import TYPE_CHECKING, Any +from unittest import TestCase + +import pytest + +from sghi.etl.commons import SimpleWorkflowDefinition, processor, sink, source + +if TYPE_CHECKING: + from collections.abc import Iterable + + from sghi.etl.core import Processor, Sink, Source, WorkflowDefinition + +# ============================================================================= +# TESTS HELPERS +# ============================================================================= + + +def _ints_supplier_factory() -> Source[Iterable[int]]: + @source + def supply_ints(count: int = 5) -> Iterable[int]: + yield from range(count) + + return supply_ints + + +def _ints_to_str_mapper_factory() -> Processor[Iterable[int], Iterable[str]]: + @processor + def ints_to_str(ints: Iterable[int]) -> Iterable[str]: + yield from map(chr, ints) + + return ints_to_str + + +def _printer_factory() -> Sink[Iterable[Any]]: + return sink(print) + + +# ============================================================================= +# TESTS +# ============================================================================= + + +class TestSimpleWorkflowDefinitions(TestCase): + """Tests for :class:`sghi.etl.commons.SimpleWorkflowDefinition` class.""" + + def test_accessors_return_the_expected_values(self) -> None: + """:class:`SimpleWorkflowDefinition` accessors should return the + assigned values at creation. + """ + wf_def: WorkflowDefinition[Iterable[int], Iterable[str]] + wf_def = SimpleWorkflowDefinition( + id="test_workflow", + name="Test Workflow", + source_factory=_ints_supplier_factory, + description="A test workflow that takes ints and prints all them.", + processor_factory=_ints_to_str_mapper_factory, + sink_factory=_printer_factory, + ) + + assert wf_def.id == "test_workflow" + assert wf_def.name == "Test Workflow" + assert ( + wf_def.description + == "A test workflow that takes ints and prints all them." + ) + assert wf_def.source_factory is _ints_supplier_factory + assert wf_def.processor_factory is _ints_to_str_mapper_factory + assert wf_def.sink_factory is _printer_factory + + def test_instantiation_fails_on_none_str_id_argument(self) -> None: + """Instantiating a :class:`SimpleWorkflowDefinition` with a non-string + ``id`` argument should raise a :exc:`TypeError`. + """ + invalid_ids = (None, 1, [], _ints_supplier_factory) + + for invalid_id in invalid_ids: + with pytest.raises(TypeError, match="be a string") as exp_info: + SimpleWorkflowDefinition( + id=invalid_id, # type: ignore + name="Test Workflow", + source_factory=_ints_supplier_factory, + ) + + assert exp_info.value.args[0] == "'id' MUST be a string." + + def test_instantiation_fails_on_an_empty_str_id_argument(self) -> None: + """Instantiating a :class:`SimpleWorkflowDefinition` with an empty + ``id`` argument should raise a :exc:`ValueError`. + """ + with pytest.raises(ValueError, match="NOT be an empty") as exp_info: + SimpleWorkflowDefinition( + id="", + name="Test Workflow", + source_factory=_ints_supplier_factory, + ) + + assert exp_info.value.args[0] == "'id' MUST NOT be an empty string." + + def test_instantiation_fails_on_none_str_name_argument(self) -> None: + """Instantiating a :class:`SimpleWorkflowDefinition` with a non-string + ``name`` argument should raise a :exc:`TypeError`. + """ + invalid_names = (None, 1, [], _ints_supplier_factory) + + for invalid_name in invalid_names: + with pytest.raises(TypeError, match="be a string") as exp_info: + SimpleWorkflowDefinition( + id="test_workflow", + name=invalid_name, # type: ignore + source_factory=_ints_supplier_factory, + ) + + assert exp_info.value.args[0] == "'name' MUST be a string." + + def test_instantiation_fails_on_an_empty_str_name_argument(self) -> None: + """Instantiating a :class:`SimpleWorkflowDefinition` with an empty + ``name`` argument should raise a :exc:`ValueError`. + """ + with pytest.raises(ValueError, match="NOT be an empty") as exp_info: + SimpleWorkflowDefinition( + id="test_workflow", + name="", + source_factory=_ints_supplier_factory, + ) + + assert exp_info.value.args[0] == "'name' MUST NOT be an empty string." + + def test_instantiation_fails_on_invalid_source_factory_arg(self) -> None: + """Instantiating a :class:`SimpleWorkflowDefinition` with a + non-callable ``source_factory`` argument should raise a + :exc:`ValueError`. + """ + invalid_src_factories = (None, 1, [], (), "not a callable") + + for invalid_src_factory in invalid_src_factories: + with pytest.raises(ValueError, match="be a callable") as exp_info: + SimpleWorkflowDefinition( + id="test_workflow", + name="Test Workflow", + source_factory=invalid_src_factory, # type: ignore + ) + + assert ( + exp_info.value.args[0] + == "'source_factory' MUST be a callable object." + ) + + def test_instantiation_fails_on_invalid_description_argument(self) -> None: + """Instantiating a :class:`SimpleWorkflowDefinition` with a non-string + or ``None`` ``description`` fails. + """ + invalid_descriptions = (1, (), [], _ints_supplier_factory) + + for invalid_description in invalid_descriptions: + with pytest.raises(TypeError, match="be a string") as exp_info: + SimpleWorkflowDefinition( + id="test_workflow", + name="Test Workflow", + source_factory=_ints_supplier_factory, + description=invalid_description, # type: ignore + ) + + assert ( + exp_info.value.args[0] + == "'description' MUST be a string when NOT None." + ) + + def test_instantiation_fails_on_invld_processor_factory_arg(self) -> None: + """Instantiating a :class:`SimpleWorkflowDefinition` with a + non-callable ``processor_factory`` argument should raise a + :exc:`ValueError`. + """ + invalid_prc_factories = (None, 1, [], (), "not a callable") + + for invalid_prc_factory in invalid_prc_factories: + with pytest.raises(ValueError, match="be a callable") as exp_info: + SimpleWorkflowDefinition( + id="test_workflow", + name="Test Workflow", + source_factory=_ints_supplier_factory, + processor_factory=invalid_prc_factory, # type: ignore + ) + + assert ( + exp_info.value.args[0] + == "'processor_factory' MUST be a callable object." + ) + + def test_instantiation_fails_on_invalid_sink_factory_arg(self) -> None: + """Instantiating a :class:`SimpleWorkflowDefinition` with a + non-callable ``sink_factory`` argument should raise a + :exc:`ValueError`. + """ + invalid_sink_factories = (None, 1, [], (), "not a callable") + + for invalid_sink_factory in invalid_sink_factories: + with pytest.raises(ValueError, match="be a callable") as exp_info: + SimpleWorkflowDefinition( + id="test_workflow", + name="Test Workflow", + source_factory=_ints_supplier_factory, + sink_factory=invalid_sink_factory, # type: ignore + ) + + assert ( + exp_info.value.args[0] + == "'sink_factory' MUST be a callable object." + )