From b3ba6e65ef7a7cde322202d1fe2550f44cdecf59 Mon Sep 17 00:00:00 2001 From: Pat Nadolny Date: Mon, 28 Oct 2024 15:03:35 -0400 Subject: [PATCH] refactor: Rebuild from cookiecutter (#104) * rebuild from cookiecutter * add more streams back after testing * video ads and fix pks * refactor unescaped params and add first analytics stream * analytics creative stream * sort streams by name * refresh poetry and readme * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix account users stream * rename to unencoded and add doc string * use private convention on intermediate streams * directory refactor and reuse, manual date filtering * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * use incremental streams and bookmarks * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * pre commit fixes * ad analytics to full table replication for now * missing replication fields for creatives --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> --- .env.template | 6 - .github/dependabot.yml | 21 +- .github/workflows/build.yml | 45 + .github/workflows/ci_workflow.yml | 48 - .github/workflows/constraints.txt | 5 - .github/workflows/release.yaml | 51 - .github/workflows/test.yml | 50 + .gitignore | 12 +- .idea/.gitignore | 8 - .pre-commit-config.yaml | 25 +- README.md | 78 +- meltano.yml | 84 +- meltano.yml - Shortcut.lnk | Bin 1051 -> 0 bytes mypy.ini | 6 - poetry.lock | 1734 ++++++++++------- pyproject.toml | 92 +- tap_linkedin_ads/__init__.py | 2 +- tap_linkedin_ads/auth.py | 40 + tap_linkedin_ads/client.py | 196 -- tap_linkedin_ads/schemas/__init__.py | 1 + tap_linkedin_ads/streams.py | 1640 ---------------- tap_linkedin_ads/streams/__init__.py | 1 + .../streams/ad_analytics/__init__.py | 1 + .../streams/ad_analytics/ad_analytics_base.py | 57 + .../ad_analytics/ad_analytics_by_campaign.py | 292 +++ .../ad_analytics/ad_analytics_by_creative.py | 299 +++ tap_linkedin_ads/streams/base_stream.py | 163 ++ tap_linkedin_ads/streams/streams.py | 820 ++++++++ tap_linkedin_ads/tap.py | 62 +- tests/conftest.py | 4 - tests/test_core.py | 13 +- tox.ini | 53 +- 32 files changed, 2946 insertions(+), 2963 deletions(-) delete mode 100644 .env.template create mode 100644 .github/workflows/build.yml delete mode 100644 .github/workflows/ci_workflow.yml delete mode 100644 .github/workflows/constraints.txt delete mode 100644 .github/workflows/release.yaml create mode 100644 .github/workflows/test.yml delete mode 100644 .idea/.gitignore delete mode 100644 meltano.yml - Shortcut.lnk delete mode 100644 mypy.ini create mode 100644 tap_linkedin_ads/auth.py delete mode 100644 tap_linkedin_ads/client.py create mode 100644 tap_linkedin_ads/schemas/__init__.py delete mode 100644 tap_linkedin_ads/streams.py create mode 100644 tap_linkedin_ads/streams/__init__.py create mode 100644 tap_linkedin_ads/streams/ad_analytics/__init__.py create mode 100644 tap_linkedin_ads/streams/ad_analytics/ad_analytics_base.py create mode 100644 tap_linkedin_ads/streams/ad_analytics/ad_analytics_by_campaign.py create mode 100644 tap_linkedin_ads/streams/ad_analytics/ad_analytics_by_creative.py create mode 100644 tap_linkedin_ads/streams/base_stream.py create mode 100644 tap_linkedin_ads/streams/streams.py delete mode 100644 tests/conftest.py diff --git a/.env.template b/.env.template deleted file mode 100644 index 506f6f3..0000000 --- a/.env.template +++ /dev/null @@ -1,6 +0,0 @@ -TAP_LINKEDIN_ADS_ACCESS_TOKEN='' -TAP_LINKEDIN_ADS_ACCOUNTS='' -TAP_LINKEDIN_ADS_CAMPAIGN='' -TAP_LINKEDIN_ADS_CAMPAIGN_GROUP='' -TAP_LINKEDIN_ADS_CREATIVE='' -TAP_LINKEDIN_ADS_OWNER='' diff --git a/.github/dependabot.yml b/.github/dependabot.yml index 933e6b1..0660ffd 100644 --- a/.github/dependabot.yml +++ b/.github/dependabot.yml @@ -8,19 +8,34 @@ updates: - package-ecosystem: pip directory: "/" schedule: - interval: "daily" + interval: weekly commit-message: prefix: "chore(deps): " prefix-development: "chore(deps-dev): " + groups: + development-dependencies: + dependency-type: development + runtime-dependencies: + dependency-type: production + update-types: + - "patch" - package-ecosystem: pip directory: "/.github/workflows" schedule: - interval: daily + interval: weekly commit-message: prefix: "ci: " + groups: + ci: + patterns: + - "*" - package-ecosystem: github-actions directory: "/" schedule: - interval: "weekly" + interval: weekly commit-message: prefix: "ci: " + groups: + actions: + patterns: + - "*" diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml new file mode 100644 index 0000000..e8b2061 --- /dev/null +++ b/.github/workflows/build.yml @@ -0,0 +1,45 @@ +name: Release + +on: + push: + +permissions: + contents: write # Needed to upload artifacts to the release + id-token: write # Needed for OIDC PyPI publishing + +jobs: + build: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + with: + fetch-depth: 0 + - uses: hynek/build-and-inspect-python-package@v2 + + publish: + name: Publish to PyPI + runs-on: ubuntu-latest + needs: [build] + ## TODO: optionally provide the name of the environment for the trusted + ## publisher on PyPI + ## https://docs.github.com/en/actions/deployment/targeting-different-environments/using-environments-for-deployment + # environment: pypi + if: startsWith(github.ref, 'refs/tags/') + steps: + - uses: actions/download-artifact@v4 + with: + name: Packages + path: dist + - name: Upload wheel to release + uses: svenstaro/upload-release-action@v2 + with: + repo_token: ${{secrets.GITHUB_TOKEN}} + file: dist/*.whl + tag: ${{github.ref}} + overwrite: true + file_glob: true + + - name: Publish + ## TODO: create a trusted publisher on PyPI + ## https://docs.pypi.org/trusted-publishers/ + uses: pypa/gh-action-pypi-publish@v1.10.2 diff --git a/.github/workflows/ci_workflow.yml b/.github/workflows/ci_workflow.yml deleted file mode 100644 index 7bddcbe..0000000 --- a/.github/workflows/ci_workflow.yml +++ /dev/null @@ -1,48 +0,0 @@ -### A CI workflow template that runs linting and python testing -### TODO: Modify as needed or as desired. - -name: Test tap-linkedin-ads - -on: - pull_request: - types: [opened, synchronize, reopened] - push: - branches: [main] - workflow_dispatch: - inputs: {} - -jobs: - pytest: - - runs-on: ubuntu-latest - env: - GITHUB_TOKEN: ${{secrets.GITHUB_TOKEN}} - strategy: - matrix: - python-version: [3.9] - - steps: - - uses: actions/checkout@v3 - - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v4 - with: - python-version: ${{ matrix.python-version }} - - name: Install Poetry - run: | - pipx install poetry - poetry --version - - name: Install dependencies - run: | - poetry install - - name: Test with pytest - id: test_pytest - continue-on-error: false - env: - TAP_LINKEDIN_ADS_ACCESS_TOKEN: ${{ secrets.access_token }} - TAP_LINKEDIN_ADS_ACCOUNTS: ${{ secrets.accounts }} - TAP_LINKEDIN_ADS_OWNER: ${{ secrets.owner }} - TAP_LINKEDIN_ADS_CAMPAIGN: ${{ secrets.campaign }} - TAP_LINKEDIN_ADS_CAMPAIGN_GROUP: ${{ secrets.campaign_group }} - TAP_LINKEDIN_ADS_CREATIVE: ${{ secrets.creative }} - run: | - poetry run pytest --capture=no diff --git a/.github/workflows/constraints.txt b/.github/workflows/constraints.txt deleted file mode 100644 index 478a691..0000000 --- a/.github/workflows/constraints.txt +++ /dev/null @@ -1,5 +0,0 @@ -nox==2023.4.22 -nox-poetry==1.0.2 -pip==23.2.1 -poetry==1.5.1 -poetry-dynamic-versioning==1.0.0 diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml deleted file mode 100644 index ab5ddc5..0000000 --- a/.github/workflows/release.yaml +++ /dev/null @@ -1,51 +0,0 @@ -name: Publish with Dynamic Versioning - -on: - release: - types: [published] - -permissions: - contents: write - id-token: write - -jobs: - publish: - name: Publish to PyPI - runs-on: ubuntu-latest - environment: publishing - env: - PIP_CONSTRAINT: .github/workflows/constraints.txt - steps: - - name: Checkout code - uses: actions/checkout@v3.5.2 - with: - fetch-depth: 0 - - - name: Set up Python - uses: actions/setup-python@v4.6.0 - with: - python-version: "3.10" - - - name: Upgrade pip - run: | - pip install pip - pip --version - - name: Install Poetry - run: | - pipx install poetry - pipx inject poetry poetry-dynamic-versioning[plugin] - poetry --version - poetry self show plugins - - name: Build - run: poetry build - - - name: Upload wheel to release - uses: svenstaro/upload-release-action@v2 - with: - file: dist/*.whl - tag: ${{ github.ref }} - overwrite: true - file_glob: true - - - name: Publish - uses: pypa/gh-action-pypi-publish@v1.8.7 diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml new file mode 100644 index 0000000..c31b172 --- /dev/null +++ b/.github/workflows/test.yml @@ -0,0 +1,50 @@ +### A CI workflow template that runs linting and python testing +### TODO: Modify as needed or as desired. + +name: Test tap-linkedin-ads + +on: + push: + branches: [main] + paths: + - .github/workflows/test.yml + - tap_linkedin_ads/** + - tests/** + - poetry.lock + - pyproject.toml + - tox.ini + pull_request: + branches: [main] + paths: + - .github/workflows/test.yml + - tap_linkedin_ads/** + - tests/** + - poetry.lock + - pyproject.toml + - tox.ini + workflow_dispatch: + +env: + FORCE_COLOR: 1 + +jobs: + pytest: + runs-on: ubuntu-latest + strategy: + fail-fast: false + matrix: + python-version: + - "3.9" + - "3.10" + - "3.11" + - "3.12" + steps: + - uses: actions/checkout@v4 + - name: Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@v5 + with: + python-version: ${{ matrix.python-version }} + - run: pipx install tox + - name: Run Tox + run: | + tox -e $(echo py${{ matrix.python-version }} | tr -d .) diff --git a/.gitignore b/.gitignore index 942fd45..475019c 100644 --- a/.gitignore +++ b/.gitignore @@ -1,14 +1,10 @@ # Secrets and internal config files -.secrets/ +**/.secrets/* # Ignore meltano internal cache and sqlite systemdb .meltano/ -.DS_Store -.github/.DS_Store - - # Byte-compiled / optimized / DLL files __pycache__/ *.py[cod] @@ -138,9 +134,3 @@ dmypy.json # Pyre type checker .pyre/ -.idea/inspectionProfiles/profiles_settings.xml -.idea/misc.xml -.idea/modules.xml -.idea/tap-linkedin-sdk.iml -.idea/workspace.xml -.idea/vcs.xml diff --git a/.idea/.gitignore b/.idea/.gitignore deleted file mode 100644 index 13566b8..0000000 --- a/.idea/.gitignore +++ /dev/null @@ -1,8 +0,0 @@ -# Default ignored files -/shelf/ -/workspace.xml -# Editor-based HTTP Client requests -/httpRequests/ -# Datasource local storage ignored files -/dataSources/ -/dataSources.local.xml diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index cecff44..fc5fa5c 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -1,41 +1,38 @@ ci: - autofix_commit_msg: '[pre-commit.ci] auto fixes' autofix_prs: true autoupdate_schedule: weekly - autoupdate_commit_msg: 'chore(deps): pre-commit autoupdate' + autoupdate_commit_msg: 'chore: pre-commit autoupdate' repos: - repo: https://github.com/pre-commit/pre-commit-hooks - rev: v4.4.0 + rev: v4.6.0 hooks: - id: check-json - exclude: "\\.vscode/.*.json" + exclude: | + (?x)^( + \.vscode/.*\.json + )$ - id: check-toml - id: check-yaml - id: end-of-file-fixer - id: trailing-whitespace - repo: https://github.com/python-jsonschema/check-jsonschema - rev: 0.26.3 + rev: 0.29.3 hooks: - id: check-dependabot - id: check-github-workflows - repo: https://github.com/astral-sh/ruff-pre-commit - rev: v0.0.287 + rev: v0.6.8 hooks: - id: ruff - args: ["--fix"] - -- repo: https://github.com/psf/black - rev: 23.7.0 - hooks: - - id: black + args: [--fix, --exit-non-zero-on-fix, --show-fixes] + - id: ruff-format - repo: https://github.com/pre-commit/mirrors-mypy - rev: v1.5.1 + rev: v1.11.2 hooks: - id: mypy - pass_filenames: true additional_dependencies: - types-requests diff --git a/README.md b/README.md index 8613e88..a7ce9f8 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # `tap-linkedin-ads` -Singer tap for extracting data from the LinkedIn Ads Marketing API. +LinkedInAds tap class. Built with the [Meltano Singer SDK](https://sdk.meltano.com). @@ -12,44 +12,46 @@ Built with the [Meltano Singer SDK](https://sdk.meltano.com). * `about` * `stream-maps` * `schema-flattening` +* `batch` ## Settings -| Setting | Required | Default | Description | -|:---------------------|:--------:|:--------------------------------------------------:|:--------------------------------------------------------------------------------------------------------------------------------------------| -| access_token | True | None | The token to authenticate against the API service | -| start_date | True | None | The earliest record date to sync | -| end_date | False | 2023-05-09 02:04:18.151589 | The latest record date to sync | -| user_agent | False | tap-linkedin-ads | API ID | -| accounts | True | None | LinkedInAds Account ID | -| campaign | True | None | LinkedInAds Campaign ID | -| creative | True | None | LinkedInAds Creative ID | -| campaign_group | True | None | LinkedInAds Campaign Group ID | -| owner | True | None | LinkedInAds Owner ID | -| stream_maps | False | None | Config object for stream maps capability. For more information check out [Stream Maps](https://sdk.meltano.com/en/latest/stream_maps.html). | -| stream_map_config | False | None | User-defined config values to be used within map expressions. | -| flattening_enabled | False | None | 'True' to enable schema flattening and automatically expand nested properties. | -| flattening_max_depth | False | None | The max depth to flatten schemas. | +| Setting | Required | Default | Description | +|:--------|:--------:|:-------:|:------------| +| access_token | False | None | The token to authenticate against the API service | +| oauth_credentials | False | None | LinkedIn Ads OAuth Credentials | +| oauth_credentials.refresh_token | False | None | LinkedIn Ads Refresh Token | +| oauth_credentials.client_id | False | None | LinkedIn Ads Client ID | +| oauth_credentials.client_secret | False | None | LinkedIn Ads Client Secret | +| start_date | True | None | The earliest record date to sync | +| end_date | False | 2024-10-23T22:57:56.958248+00:00 | The latest record date to sync | +| user_agent | False | tap-linkedin-ads | API ID | +| stream_maps | False | None | Config object for stream maps capability. For more information check out [Stream Maps](https://sdk.meltano.com/en/latest/stream_maps.html). | +| stream_map_config | False | None | User-defined config values to be used within map expressions. | +| faker_config | False | None | Config for the [`Faker`](https://faker.readthedocs.io/en/master/) instance variable `fake` used within map expressions. Only applicable if the plugin specifies `faker` as an addtional dependency (through the `singer-sdk` `faker` extra or directly). | +| faker_config.seed | False | None | Value to seed the Faker generator for deterministic output: https://faker.readthedocs.io/en/master/#seeding-the-generator | +| faker_config.locale | False | None | One or more LCID locale strings to produce localized output for: https://faker.readthedocs.io/en/master/#localization | +| flattening_enabled | False | None | 'True' to enable schema flattening and automatically expand nested properties. | +| flattening_max_depth | False | None | The max depth to flatten schemas. | +| batch_config | False | None | | +| batch_config.encoding | False | None | Specifies the format and compression of the batch files. | +| batch_config.encoding.format | False | None | Format to use for batch files. | +| batch_config.encoding.compression | False | None | Compression format to use for batch files. | +| batch_config.storage | False | None | Defines the storage layer to use when writing batch files | +| batch_config.storage.root | False | None | Root path to use when writing batch files. | +| batch_config.storage.prefix | False | None | Prefix to use when writing batch files. | A full list of supported settings and capabilities is available by running: `tap-linkedin-ads --about` -### Owner +### Configure using environment variables -The `owner` setting is required for pulling data from the VideoAds endpoint. You can find the owner ID by making a -request to the adAccounts endpoint: +This Singer tap will automatically import any environment variables within the working directory's +`.env` if the `--config=ENV` is provided, such that config values will be considered if a matching +environment variable is set either in the terminal context or in the `.env` file. - https://api.linkedin.com/rest/adAccounts?q=search&start=0&count=10 +### Source Authentication and Authorization - The owner ID can be found in the response under "reference": "urn:li:organization:`{OWNER}`" - - -## Installation - -```bash -pipx install git+https://github.com/MeltanoLabs/tap-linkedin-ads.git@main -``` -### Authentication The tap requires a LinkedInAds OAuth 2.0 access token to make API requests @@ -60,7 +62,7 @@ The access token requires the following permissions: `r_ads_reporting`: read ads reporting Access tokens expire after 60 days and require a user to manually authenticate -again. See the [LinkedInAds API docs](https://learn.microsoft.com/en-us/linkedin/shared/authentication/postman-getting-started) for more info +again. See the [LinkedInAds API docs](https://learn.microsoft.com/en-us/linkedin/shared/authentication/postman-getting-started) for more info. ## Usage @@ -68,16 +70,6 @@ again. See the [LinkedInAds API docs](https://learn.microsoft.com/en-us/linkedin The AdAnalytics endpoint in the LinkedInAds API can call up to 20 columns at a time, we can create child classes which have 20 columns in them, we can merge their output with get records function. -### SDK X-Restli-Protocol Limitation - -The creatives endpoint requires X-Restli-Protocol to be set to 2.0.0. The request URL for tap-linkedin-ads uses parentheses ‘()’. '(' and ')' are typically -encoded in a request URL, but are not when the X-Restli-Protocol is 2.0.0. An SDK update for expanded escape characters is currently WIP [link github issue] - - -### Metadata Columns - -- `add_metadata_columns:` Setting this config to 'true' adds the `_SDC_BATCHED_AT`, `_SDC_DELETED_AT` and `_SDC_EXTRACTED_AT` metadata columns to the loaded tables - ### Elastic License 2.0 The licensor grants you a non-exclusive, royalty-free, worldwide, non-sublicensable, non-transferable license to use, copy, distribute, make available, and prepare derivative works of the software. @@ -90,7 +82,9 @@ tap-linkedin-ads --help tap-linkedin-ads --config CONFIG --discover > ./catalog.json ``` -## Contributing +## Developer Resources + +Follow these instructions to contribute to this project. This project uses parent-child streams. Learn more about them [here](https://gitlab.com/meltano/sdk/-/blob/main/docs/parent_streams.md). @@ -103,7 +97,7 @@ poetry install ### Create and Run Tests -Create tests within the `lib_tap_linkedin_ads_sdk/tests` subfolder and +Create tests within the `tests` subfolder and then run: ```bash diff --git a/meltano.yml b/meltano.yml index 1326207..8d05c7a 100644 --- a/meltano.yml +++ b/meltano.yml @@ -1,61 +1,47 @@ version: 1 -default_environment: dev send_anonymous_usage_stats: true -project_id: linkedin_sdk +project_id: "tap-linkedin-ads" +default_environment: test +environments: +- name: test plugins: extractors: - - name: tap-linkedin-ads - namespace: tap_linkedin_ads + - name: "tap-linkedin-ads" + namespace: "tap_linkedin_ads" pip_url: -e . capabilities: - state - catalog - discover + - about + - stream-maps + + # TODO: Declare settings and their types here: settings: - - name: access_token + - name: username + label: Username + description: The username to use for authentication + + - name: password kind: password - - name: accounts - - name: user_agent - value: 'meltano' - - name: campaign - - name: owner - - name: campaign_group - - name: creative + label: Password + description: The password to use for authentication + sensitive: true + - name: start_date - value: '2023-01-01T00:00:00Z' - - name: end_date - value: '2023-04-01T00:00:00Z' - - name: Linkedin-Accounts - inherit_from: tap-linkedin-ads - select: - - accounts - - name: Linkedin-AdAccountsUsers - inherit_from: tap-linkedin-ads - select: - - account_user - - name: Linkedin-Creatives - inherit_from: tap-linkedin-ads - select: - - creatives - - name: Linkedin-Campaigns - inherit_from: tap-linkedin-ads - select: - - campaign - - name: Linkedin-CampaignGroups - inherit_from: tap-linkedin-ads - select: - - campaign_groups - - name: Linkedin-AdAnalyticsByCreative - inherit_from: tap-linkedin-ads - select: - - ad_analytics_by_creative - - name: Linkedin-AdAnalyticsByCampaign - inherit_from: tap-linkedin-ads - select: - - ad_analytics_by_campaign - - name: Linkedin-VideoAds - inherit_from: tap-linkedin-ads - select: - - video_ads -environments: -- name: dev + kind: date_iso8601 + label: Start Date + description: Initial date to start extracting data from + + # TODO: Declare required settings here: + settings_group_validation: + - [username, password] + + # TODO: Declare default configuration values here: + config: + start_date: '2010-01-01T00:00:00Z' + + loaders: + - name: target-jsonl + variant: andyh1203 + pip_url: target-jsonl diff --git a/meltano.yml - Shortcut.lnk b/meltano.yml - Shortcut.lnk deleted file mode 100644 index f72f6cb1deda85346c7e74779bc82d63d7462ca2..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1051 zcmb7CTSydP6#k|x6p2>66jo#}63DExYa}jYnd^!@11=pYwg^GVK7kl0Bq> zSGGp;H1bhF{(NBS`}xTX7rF7e!Amw(`q2I!-JcEQvL>fDxe^@jde`};;)6$ZJb9as zDnXd>z&SEmRkp57U2lF6nlwFY`Ae1HP>C-uizs(`Vj;bm+~B^=9GSa6k>Lt9MuoG) zR)RQOHg-DjJmG-vf4BGMAN-%%Gj|3zb;L!mU z5!;tZ^AxQ@g93|uHw2OzN=IR)+YvX}Lsi zcp#=LM${7h3CZ9))QDur5;bBC7^3$(HzMLpVTniT|k7 zhemklwU_3i(B3WbW%7n-esP+jMH>;}rQQZ;ORQUix@A%S_s58T?ONP*M}67(%w8nR zj;vUrXxQWxSq@$m!uZs-R^FtiybJf97V_)WKfku!^%rh^E?T;L%DH;zMCESpO@vth z%+`^0b$4|ym+9WcakKSV>pAEAnfRS!bRQ(4-vJQvwlX8WkG>bNgY!z2o8{!rFPXyk Ax&QzG diff --git a/mypy.ini b/mypy.ini deleted file mode 100644 index ba621de..0000000 --- a/mypy.ini +++ /dev/null @@ -1,6 +0,0 @@ -[mypy] -python_version = 3.9 -warn_unused_configs = True - -[mypy-backoff.*] -ignore_missing_imports = True diff --git a/poetry.lock b/poetry.lock index 3215d97..e3a5d0f 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. [[package]] name = "appdirs" @@ -13,24 +13,22 @@ files = [ [[package]] name = "attrs" -version = "23.1.0" +version = "24.2.0" description = "Classes Without Boilerplate" optional = false python-versions = ">=3.7" files = [ - {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"}, - {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"}, + {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"}, + {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"}, ] -[package.dependencies] -importlib-metadata = {version = "*", markers = "python_version < \"3.8\""} - [package.extras] -cov = ["attrs[tests]", "coverage[toml] (>=5.3)"] -dev = ["attrs[docs,tests]", "pre-commit"] -docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", 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a/pyproject.toml +++ b/pyproject.toml @@ -1,68 +1,70 @@ [tool.poetry] -name = "meltano-tap-linkedin-ads" -version = "0.0.0" -description = "`tap-linkedin-ads` is a Singer tap for linkedin, built with the Meltano SDK for Singer Taps." -authors = ["Meltano "] +name = "meltanolabs-tap-linkedin-ads" +version = "0.0.1" +description = "Singer tap for LinkedInAds, built with the Meltano Singer SDK." +readme = "README.md" +authors = ["Pat Nadolny "] keywords = [ "ELT", - "linkedin", + "LinkedInAds", +] +classifiers = [ + "Intended Audience :: Developers", + "Operating System :: OS Independent", + "Programming Language :: Python :: 3.9", + "Programming Language :: Python :: 3.10", + "Programming Language :: Python :: 3.11", + "Programming Language :: Python :: 3.12", + "Programming Language :: Python :: 3.13", ] -license = "Elastic-2.0" +license = "Apache-2.0" packages = [ { include = "tap_linkedin_ads" }, ] -readme = "README.md" [tool.poetry.dependencies] -python = "<3.12,>=3.7.1" -pendulum = "^2.1.2" -requests = "^2.31.0" -singer-sdk = ">=0.27,<0.30" +python = "<3.12,>=3.9" +singer-sdk = { version="~=0.41.0", extras = [] } +fs-s3fs = { version = "~=1.1.1", optional = true } +requests = "~=2.32.3" +pendulum = "^3.0.0" [tool.poetry.group.dev.dependencies] -singer-sdk = {version = "*", extras = ["testing"]} +pytest = ">=8" +singer-sdk = { version="~=0.41.0", extras = ["testing"] } -[build-system] -requires = ["poetry-core==1.6.1", "poetry-dynamic-versioning"] -build-backend = "poetry_dynamic_versioning.backend" +[tool.poetry.extras] +s3 = ["fs-s3fs"] -[tool.poetry.scripts] -# CLI declaration -tap-linkedin-ads = 'tap_linkedin_ads.tap:TapLinkedInAds.cli' +[tool.pytest.ini_options] +addopts = '--durations=10' -[tool.poetry-dynamic-versioning] -enable = true +[tool.mypy] +python_version = "3.12" +warn_unused_configs = true [tool.ruff] +target-version = "py39" + +[tool.ruff.lint] ignore = [ - "ANN101", # Missing type annotation for self in method - "DJ", # Django - "PD", # Pandas - "D101", # Missing docstring in public class - "D102", # Missing docstring in public method - "FIX002", # line-contains-todo + "ANN101", # missing-type-self + "ANN102", # missing-type-cls + "COM812", # missing-trailing-comma + "ISC001", # single-line-implicit-string-concatenation ] -line-length = 100 select = ["ALL"] -target-version = "py37" - -[tool.ruff.flake8-import-conventions] -banned-from = ["typing"] -[tool.ruff.flake8-import-conventions.extend-aliases] -typing = "t" +[tool.ruff.lint.flake8-annotations] +allow-star-arg-any = true -[tool.ruff.isort] -known-first-party = ["tap_linkedin"] -required-imports = ["from __future__ import annotations"] +[tool.ruff.lint.pydocstyle] +convention = "google" -[tool.ruff.per-file-ignores] -"tap_linkedin_ads/streams.py" = [ - "RUF012", # mutable-class-default -] -"tests/*" = [ - "ANN201", # Missing return type annotation for public function -] +[build-system] +requires = ["poetry-core"] +build-backend = "poetry.core.masonry.api" -[tool.ruff.pydocstyle] -convention = "google" +[tool.poetry.scripts] +# CLI declaration +tap-linkedin-ads = 'tap_linkedin_ads.tap:TapLinkedInAds.cli' diff --git a/tap_linkedin_ads/__init__.py b/tap_linkedin_ads/__init__.py index 57a08a6..e0f253f 100644 --- a/tap_linkedin_ads/__init__.py +++ b/tap_linkedin_ads/__init__.py @@ -1 +1 @@ -"""Singer tap for LinkedIn Ads.""" +"""Tap for LinkedInAds.""" diff --git a/tap_linkedin_ads/auth.py b/tap_linkedin_ads/auth.py new file mode 100644 index 0000000..262f6bd --- /dev/null +++ b/tap_linkedin_ads/auth.py @@ -0,0 +1,40 @@ +"""LinkedInAds Authentication.""" + +from __future__ import annotations + +from singer_sdk.authenticators import OAuthAuthenticator, SingletonMeta + + +# The SingletonMeta metaclass makes your streams reuse the same authenticator instance. +# If this behaviour interferes with your use-case, you can remove the metaclass. +class LinkedInAdsOAuthAuthenticator(OAuthAuthenticator, metaclass=SingletonMeta): + """Authenticator class for LinkedInAds.""" + + @property + def oauth_request_body(self) -> dict: + """Define the OAuth request body for the AutomaticTestTap API. + + Returns: + A dict with the request body + """ + return { + "grant_type": "refresh_token", + "client_id": self.config["oauth_credentials"]["client_id"], + "client_secret": self.config["oauth_credentials"]["client_secret"], + "refresh_token": self.config["oauth_credentials"]["refresh_token"], + } + + @classmethod + def create_for_stream(cls, stream) -> LinkedInAdsOAuthAuthenticator: # noqa: ANN001 + """Instantiate an authenticator for a specific Singer stream. + + Args: + stream: The Singer stream instance. + + Returns: + A new authenticator. + """ + return cls( + stream=stream, + auth_endpoint="https://www.linkedin.com/oauth/v2/accessToken", + ) diff --git a/tap_linkedin_ads/client.py b/tap_linkedin_ads/client.py deleted file mode 100644 index 739c6cc..0000000 --- a/tap_linkedin_ads/client.py +++ /dev/null @@ -1,196 +0,0 @@ -"""REST client handling, including LinkedInAdsStream base class.""" - -from __future__ import annotations - -import contextlib -import typing as t -from datetime import datetime, timezone -from pathlib import Path - -import requests -from singer_sdk.authenticators import ( - BearerTokenAuthenticator, - OAuthAuthenticator, - SingletonMeta, -) -from singer_sdk.streams import RESTStream - -SCHEMAS_DIR = Path(__file__).parent / Path("./schemas") -UTC = timezone.utc - -_Auth = t.Callable[[requests.PreparedRequest], requests.PreparedRequest] - - -class LinkedInAdsOAuthAuthenticator(OAuthAuthenticator, metaclass=SingletonMeta): - """Authenticator class for LinkedInAds.""" - - @property - def oauth_request_body(self) -> dict[str, t.Any]: - return { - "grant_type": "refresh_token", - "client_id": self.config["oauth_credentials"]["client_id"], - "client_secret": self.config["oauth_credentials"]["client_secret"], - "refresh_token": self.config["oauth_credentials"]["refresh_token"], - } - - -class LinkedInAdsStream(RESTStream): - """LinkedInAds stream class.""" - - records_jsonpath = "$[*]" # Or override `parse_response`. - next_page_token_jsonpath = ( - "$.paging.start" # Or override `get_next_page_token`. # noqa: S105 - ) - - @property - def authenticator(self) -> _Auth: - """Return a new authenticator object. - - Returns: - An authenticator instance. - """ - if "oauth_credentials" in self.config: - return LinkedInAdsOAuthAuthenticator( - self, - auth_endpoint="https://www.linkedin.com/oauth/v2/accessToken", - ) - return BearerTokenAuthenticator.create_for_stream( - self, - token=self.config["access_token"], - ) - - @property - def http_headers(self) -> dict: - """Return the http headers needed. - - Returns: - A dictionary of HTTP headers. - """ - headers = {} - if "user_agent" in self.config: - headers["User-Agent"] = self.config["user_agent"] - headers["LinkedIn-Version"] = "202305" - headers["Content-Type"] = "application/json" - headers["X-Restli-Protocol-Version"] = "1.0.0" - - return headers - - def get_next_page_token( - self, - response: requests.Response, - previous_token: t.Any | None, # noqa: ANN401 - ) -> t.Any | None: # noqa: ANN401 - """Return a token for identifying next page or None if no more pages.""" - # If pagination is required, return a token which can be used to get the - # next page. If this is the final page, return "None" to end the - # pagination loop. - resp_json = response.json() - if previous_token is None: - previous_token = 0 - - elements = resp_json.get("elements") - - if elements is None: - page = resp_json - if len(page) in [0, previous_token + 1]: - return None - - elif len(elements) in [0, previous_token + 1]: - return None - return previous_token + 1 - - def get_url_params( - self, - context: dict | None, # noqa: ARG002 - next_page_token: t.Any | None, # noqa: ANN401 - ) -> dict[str, t.Any]: - """Return a dictionary of values to be used in URL parameterization. - - Args: - context: The stream context. - next_page_token: The next page index or value. - - Returns: - A dictionary of URL query parameters. - """ - params: dict = {} - if next_page_token: - params["start"] = next_page_token - if self.replication_key: - params["sort"] = "asc" - params["order_by"] = self.replication_key - - return params - - def parse_response( - self, - response: requests.Response, - ) -> t.Iterable[dict]: - """Parse the response and return an iterator of result records. - - Args: - response: The HTTP ``requests.Response`` object. - - Yields: - Each record from the source. - """ - resp_json = response.json() - if resp_json.get("elements") is not None: - results = resp_json["elements"] - try: - columns = results[0] - except Exception: # noqa: BLE001 - columns = results - with contextlib.suppress(Exception): - self._add_datetime_columns(columns) - - else: - results = resp_json - try: - columns = results - self._add_datetime_columns(columns) - except Exception: # noqa: BLE001 - columns = results - with contextlib.suppress(Exception): - self._to_id_column(columns, "account", "account_id") - - with contextlib.suppress(Exception): - self._to_id_column( - columns, - "campaignGroup", - "campaign_group_id", - ) - with contextlib.suppress(Exception): - schedule_column = columns.get("runSchedule").get("start") - columns["run_schedule_start"] = datetime.fromtimestamp( # noqa: DTZ006 - int(schedule_column) / 1000, - ).isoformat() - yield from ( - resp_json["elements"] - if resp_json.get("elements") is not None - else [columns] - ) - - def _to_id_column( - self, - columns, # noqa: ANN001 - arg1, # noqa: ANN001 - arg2, # noqa: ANN001 - ) -> None: - account_column = columns.get(arg1) - account_id = int(account_column.split(":")[3]) - columns[arg2] = account_id - - def _add_datetime_columns(self, columns): # noqa: ANN202, ANN001 - created_time = columns.get("changeAuditStamps").get("created").get("time") - last_modified_time = ( - columns.get("changeAuditStamps").get("lastModified").get("time") - ) - columns["created_time"] = datetime.fromtimestamp( - int(created_time) / 1000, - tz=UTC, - ).isoformat() - columns["last_modified_time"] = datetime.fromtimestamp( - int(last_modified_time) / 1000, - tz=UTC, - ).isoformat() diff --git a/tap_linkedin_ads/schemas/__init__.py b/tap_linkedin_ads/schemas/__init__.py new file mode 100644 index 0000000..06c0a19 --- /dev/null +++ b/tap_linkedin_ads/schemas/__init__.py @@ -0,0 +1 @@ +"""JSON schema files for the REST API.""" diff --git a/tap_linkedin_ads/streams.py b/tap_linkedin_ads/streams.py deleted file mode 100644 index 3de76c4..0000000 --- a/tap_linkedin_ads/streams.py +++ /dev/null @@ -1,1640 +0,0 @@ -"""Stream type classes for tap-linkedin-ads-sdk.""" - -from __future__ import annotations - -import contextlib -import typing as t -from datetime import datetime, timezone -from pathlib import Path - -import pendulum -from singer_sdk import typing as th # JSON Schema typing helpers - -from tap_linkedin_ads.client import LinkedInAdsStream - -PropertiesList = th.PropertiesList -Property = th.Property -ObjectType = th.ObjectType -DateTimeType = th.DateTimeType -StringType = th.StringType -ArrayType = th.ArrayType -BooleanType = th.BooleanType -IntegerType = th.IntegerType - -SCHEMAS_DIR = Path(__file__).parent / Path("./schemas") -UTC = timezone.utc - - -class Accounts(LinkedInAdsStream): - """https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads/account-structure/create-and-manage-accounts#search-for-accounts.""" - - """ - columns: columns which will be added to fields parameter in api - name: stream name - path: path which will be added to api url in client.py - schema: instream schema - primary_keys = primary keys for the table - replication_keys = datetime keys for replication - """ - - columns = [ - "CHANGE_AUDIT_STAMPS", - "CREATED_TIME", - "CURRENCY", - "ID", - "LAST_MODIFIED_TIME", - "NAME", - "NOTIFIED_ON_CAMPAIGN_OPTIMIZATION", - "NOTIFIED_ON_CREATIVE_APPROVAL", - "NOTIFIED_ON_CREATIVE_REJECTION", - "NOTIFIED_ON_END_OF_CAMPAIGN", - "NOTIFIED_ON_NEW_FEATURES_ENABLED", - "REFERENCE", - "REFERENCE_ORGANIZATION_ID", - "REFERENCE_PERSON_ID", - "SERVING_STATUSES", - "STATUS", - "TEST", - "TOTAL_BUDGET", - "TOTAL_BUDGET_ENDS_AT", - "TYPE", - "VERSION", - ] - - name = "account" - replication_keys = ["last_modified_time"] - primary_keys = ["last_modified_time", "id", "status"] - replication_method = "incremental" - path = "adAccounts" - - schema = PropertiesList( - Property( - "changeAuditStamps", - ObjectType( - Property( - "created", - ObjectType( - Property("time", IntegerType), - additional_properties=False, - ), - ), - Property( - "lastModified", - ObjectType( - Property("time", IntegerType), - additional_properties=False, - ), - ), - ), - ), - Property("created_time", StringType), - Property("last_modified_time", StringType), - Property("currency", StringType), - Property("id", IntegerType), - Property("name", StringType), - Property("notifiedOnCampaignOptimization", BooleanType), - Property("notifiedOnCreativeApproval", BooleanType), - Property("notifiedOnCreativeRejection", BooleanType), - Property("notifiedOnEndOfCampaign", BooleanType), - Property("notifiedOnNewFeaturesEnabled", BooleanType), - Property("reference", StringType), - Property("reference_organization_id", IntegerType), - Property("reference_person_id", StringType), - Property("servingStatuses", th.ArrayType(Property("items", StringType))), - Property("status", StringType), - Property( - "total_budget", - ObjectType( - Property("amount", StringType), - Property("currency_code", StringType), - additional_properties=False, - ), - ), - Property("total_budget_ends_at", StringType), - Property("type", StringType), - Property("test", BooleanType), - Property( - "version", - ObjectType(Property("versionTag", StringType), additional_properties=False), - ), - ).to_dict() - - @property - def url_base(self) -> str: - return "https://api.linkedin.com/rest/" - - def get_url_params( - self, - context: dict | None, # noqa: ARG002 - next_page_token: t.Any | None, # noqa: ANN401 - ) -> dict[str, t.Any]: - """Return a dictionary of values to be used in URL parameterization. - - Args: - context: The stream context. - next_page_token: The next page index or value. - - Returns: - A dictionary of URL query parameters. - """ - params: dict = {} - if next_page_token: - params["start"] = next_page_token - if self.replication_key: - params["sort"] = "asc" - params["order_by"] = self.replication_key - - params["q"] = "search" - params["sort.field"] = "ID" - params["sort.order"] = "ASCENDING" - - return params - - -class AdAnalyticsByCampaignInit(LinkedInAdsStream): - """https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads-reporting/ads-reporting#analytics-finder.""" - - """ - columns: columns which will be added to fields parameter in api - name: stream name - path: path which will be added to api url in client.py - schema: instream schema - primary_keys = primary keys for the table - replication_keys = datetime keys for replication - """ - - name = "AdAnalyticsByCampaignInit" - replication_keys = ["dateRange"] - replication_method = "incremental" - primary_keys = ["campaign_id", "dateRange"] - path = "adAnalytics" - - schema = PropertiesList( - Property("campaign_id", StringType), - Property("documentCompletions", IntegerType), - Property("documentFirstQuartileCompletions", IntegerType), - Property("clicks", IntegerType), - Property("documentMidpointCompletions", IntegerType), - Property("documentThirdQuartileCompletions", IntegerType), - Property("downloadClicks", IntegerType), - Property("jobApplications", StringType), - Property("jobApplyClicks", StringType), - Property("postViewJobApplications", StringType), - Property("costInUsd", StringType), - Property("postViewRegistrations", StringType), - Property("registrations", StringType), - Property("talentLeads", IntegerType), - Property("viralDocumentCompletions", IntegerType), - Property("viralDocumentFirstQuartileCompletions", IntegerType), - Property("viralDocumentMidpointCompletions", IntegerType), - Property("viralDocumentThirdQuartileCompletions", IntegerType), - Property("viralDownloadClicks", IntegerType), - Property("viralJobApplications", StringType), - Property("viralJobApplyClicks", StringType), - Property("costInLocalCurrency", StringType), - Property("viralRegistrations", StringType), - Property("approximateUniqueImpressions", IntegerType), - Property("cardClicks", IntegerType), - Property("cardImpressions", IntegerType), - Property("commentLikes", IntegerType), - Property("viralCardClicks", IntegerType), - Property("viralCardImpressions", IntegerType), - Property("viralCommentLikes", IntegerType), - Property("actionClicks", IntegerType), - Property("adUnitClicks", IntegerType), - Property("comments", IntegerType), - Property("companyPageClicks", IntegerType), - Property("conversionValueInLocalCurrency", StringType), - Property( - "dateRange", - ObjectType( - Property( - "end", - ObjectType( - Property("day", IntegerType), - Property("month", IntegerType), - Property("year", IntegerType), - additional_properties=False, - ), - ), - Property( - "start", - ObjectType( - Property("day", IntegerType), - Property("month", IntegerType), - Property("year", IntegerType), - additional_properties=False, - ), - ), - ), - ), - Property("day", StringType), - Property("externalWebsiteConversions", IntegerType), - Property("externalWebsitePostClickConversions", IntegerType), - Property("externalWebsitePostViewConversions", IntegerType), - Property("follows", IntegerType), - Property("fullScreenPlays", IntegerType), - Property("impressions", IntegerType), - Property("landingPageClicks", IntegerType), - Property("leadGenerationMailContactInfoShares", IntegerType), - Property("leadGenerationMailInterestedClicks", IntegerType), - Property("likes", IntegerType), - Property("oneClickLeadFormOpens", IntegerType), - Property("oneClickLeads", IntegerType), - Property("opens", IntegerType), - Property("otherEngagements", IntegerType), - Property("sends", IntegerType), - Property("shares", IntegerType), - Property("textUrlClicks", IntegerType), - Property("totalEngagements", IntegerType), - Property("videoCompletions", IntegerType), - Property("videoFirstQuartileCompletions", IntegerType), - Property("videoMidpointCompletions", IntegerType), - Property("videoStarts", IntegerType), - Property("videoThirdQuartileCompletions", IntegerType), - Property("videoViews", IntegerType), - Property("viralClicks", IntegerType), - Property("viralComments", IntegerType), - Property("viralCompanyPageClicks", IntegerType), - Property("viralExternalWebsiteConversions", IntegerType), - Property("viralExternalWebsitePostClickConversions", IntegerType), - Property("viralExternalWebsitePostViewConversions", IntegerType), - Property("viralFollows", IntegerType), - Property("viralFullScreenPlays", IntegerType), - Property("viralImpressions", IntegerType), - Property("viralLandingPageClicks", IntegerType), - Property("viralLikes", IntegerType), - Property("viralOneClickLeadFormOpens", IntegerType), - Property("viralOneclickLeads", IntegerType), - Property("viralOtherEngagements", IntegerType), - Property("viralReactions", IntegerType), - Property("reactions", IntegerType), - Property("viralShares", IntegerType), - Property("viralTotalEngagements", IntegerType), - Property("viralVideoCompletions", IntegerType), - Property("viralVideoFirstQuartileCompletions", IntegerType), - Property("viralVideoMidpointCompletions", IntegerType), - Property("viralVideoStarts", IntegerType), - Property("viralVideoThirdQuartileCompletions", IntegerType), - Property("viralVideoViews", IntegerType), - ).to_dict() - - @property - def adanalyticscolumns(self) -> list[str]: - return [ - "viralLandingPageClicks,viralExternalWebsitePostClickConversions,externalWebsiteConversions,viralVideoFirstQuartileCompletions,leadGenerationMailContactInfoShares,clicks,viralClicks,shares,viralFullScreenPlays,videoMidpointCompletions,viralCardClicks,viralExternalWebsitePostViewConversions,viralTotalEngagements,viralCompanyPageClicks,actionClicks,viralShares,videoCompletions,comments,externalWebsitePostViewConversions,dateRange", - "costInUsd,landingPageClicks,oneClickLeadFormOpens,talentLeads,sends,viralOneClickLeadFormOpens,conversionValueInLocalCurrency,viralFollows,otherEngagements,viralVideoCompletions,cardImpressions,leadGenerationMailInterestedClicks,opens,totalEngagements,videoViews,viralImpressions,viralVideoViews,commentLikes,viralDocumentThirdQuartileCompletions,viralLikes", - "adUnitClicks,videoThirdQuartileCompletions,cardClicks,likes,viralComments,viralVideoMidpointCompletions,viralVideoThirdQuartileCompletions,oneClickLeads,fullScreenPlays,viralCardImpressions,follows,videoStarts,videoFirstQuartileCompletions,textUrlClicks,reactions,viralReactions,externalWebsitePostClickConversions,viralOtherEngagements,costInLocalCurrency", - "viralVideoStarts,viralRegistrations,viralJobApplyClicks,viralJobApplications,jobApplications,jobApplyClicks,viralExternalWebsiteConversions,postViewRegistrations,companyPageClicks,documentCompletions,documentFirstQuartileCompletions,documentMidpointCompletions,documentThirdQuartileCompletions,downloadClicks,viralDocumentCompletions,viralDocumentFirstQuartileCompletions,viralDocumentMidpointCompletions,approximateUniqueImpressions,viralDownloadClicks,impressions", - ] - - def get_url_params( - self, - context: dict | None, # noqa: ARG002 - next_page_token: t.Any | None, # noqa: ANN401 - ) -> dict[str, t.Any]: - """Return a dictionary of values to be used in URL parameterization. - - Args: - context: The stream context. - next_page_token: The next page index or value. - - Returns: - A dictionary of URL query parameters. - """ - columns = self.adanalyticscolumns - - params: dict = {} - if next_page_token: - params["start"] = next_page_token - if self.replication_key: - params["sort"] = "asc" - params["order_by"] = self.replication_key - - start_date = pendulum.parse(self.config["start_date"]) - end_date = pendulum.parse(self.config["end_date"]) - - params["q"] = "analytics" - params["pivot"] = "CAMPAIGN" - params["timeGranularity"] = "DAILY" - params["dateRange.start.day"] = start_date.day - params["dateRange.start.month"] = start_date.month - params["dateRange.start.year"] = start_date.year - params["dateRange.end.day"] = end_date.day - params["dateRange.end.month"] = end_date.month - params["dateRange.end.year"] = end_date.year - - params["fields"] = columns[0] - params["campaigns[0]"] = "urn:li:sponsoredCampaign:" + self.config["campaign"] - - return params - - def post_process(self, row: dict, context: dict | None = None) -> dict | None: - # This function extracts day, month, and year from date range column - # These values are parsed with datetime function and the date is added to the day column - date_range = row.get("dateRange", {}) - start_date = date_range.get("start", {}) - - if start_date: - row["day"] = datetime.strptime( - f'{start_date.get("year")}-{start_date.get("month")}-{start_date.get("day")}', - "%Y-%m-%d", - ).astimezone(UTC) - - with contextlib.suppress(IndexError): - row["campaign_id"] = self.config["campaign"] - - return super().post_process(row, context) - - @property - def url_base(self) -> str: - return "https://api.linkedin.com/rest/" - - -class AdAnalyticsByCampaign(AdAnalyticsByCampaignInit): - name = "ad_analytics_by_campaign" - - def get_url_params( - self, - context: dict | None, # noqa: ARG002 - next_page_token: t.Any | None, # noqa: ANN401 - ) -> dict[str, t.Any]: - """Return a dictionary of values to be used in URL parameterization. - - Args: - context: The stream context. - next_page_token: The next page index or value. - - Returns: - A dictionary of URL query parameters. - """ - columns = self.adanalyticscolumns - - params: dict = {} - if next_page_token: - params["start"] = next_page_token - if self.replication_key: - params["sort"] = "asc" - params["order_by"] = self.replication_key - - start_date = pendulum.parse(self.config["start_date"]) - end_date = pendulum.parse(self.config["end_date"]) - - params["q"] = "analytics" - params["pivot"] = "CAMPAIGN" - params["timeGranularity"] = "DAILY" - params["dateRange.start.day"] = start_date.day - params["dateRange.start.month"] = start_date.month - params["dateRange.start.year"] = start_date.year - params["dateRange.end.day"] = end_date.day - params["dateRange.end.month"] = end_date.month - params["dateRange.end.year"] = end_date.year - params["fields"] = columns[1] - params["campaigns[0]"] = "urn:li:sponsoredCampaign:" + self.config["campaign"] - - return params - - def get_records(self, context: dict | None) -> t.Iterable[dict[str, t.Any]]: - """Return a dictionary of records from adAnalytics classes. - - Combines request columns from multiple calls to the api, which are limited to 20 columns - each. - - Uses `merge_dicts` to combine responses from each class - super().get_records calls only the records from the adAnalyticsByCampaign class - zip() Iterates over the records of adAnalytics classes and merges them with merge_dicts() - function list() converts each stream context into lists - - Args: - context: The stream context. - - Returns: - A dictionary of records given from adAnalytics streams - """ - adanalyticsinit_stream = AdAnalyticsByCampaignInit( - self._tap, - schema={"properties": {}}, - ) - adanalyticsecond_stream = AdAnalyticsByCampaignSecond( - self._tap, - schema={"properties": {}}, - ) - adanalyticsthird_stream = AdAnalyticsByCampaignThird( - self._tap, - schema={"properties": {}}, - ) - return [ - self.merge_dicts(x, y, z, p) - for x, y, z, p in zip( - list(adanalyticsinit_stream.get_records(context)), - list(super().get_records(context)), - list(adanalyticsecond_stream.get_records(context)), - list(adanalyticsthird_stream.get_records(context)), - ) - ] - - def merge_dicts(self, *dict_args: dict) -> dict: - """Return a merged dictionary of adAnalytics responses. - - Args: - *dict_args: dictionaries with adAnalytics response data. - - Returns: - A merged dictionary of adAnalytics responses - """ - result = {} - for dictionary in dict_args: - result.update(dictionary) - return result - - @property - def url_base(self) -> str: - return "https://api.linkedin.com/rest/" - - -class AdAnalyticsByCampaignSecond(AdAnalyticsByCampaignInit): - name = "adanalyticsbycampaign_second" - - def get_url_params( - self, - context: dict | None, # noqa: ARG002 - next_page_token: t.Any | None, # noqa: ANN401 - ) -> dict[str, t.Any]: - """Return a dictionary of values to be used in URL parameterization. - - Args: - context: The stream context. - next_page_token: The next page index or value. - - Returns: - A dictionary of URL query parameters. - """ - columns = self.adanalyticscolumns - - params: dict = {} - if next_page_token: - params["start"] = next_page_token - if self.replication_key: - params["sort"] = "asc" - params["order_by"] = self.replication_key - - start_date = pendulum.parse(self.config["start_date"]) - end_date = pendulum.parse(self.config["end_date"]) - - params["q"] = "analytics" - params["pivot"] = "CAMPAIGN" - params["timeGranularity"] = "DAILY" - params["dateRange.start.day"] = start_date.day - params["dateRange.start.month"] = start_date.month - params["dateRange.start.year"] = start_date.year - params["dateRange.end.day"] = end_date.day - params["dateRange.end.month"] = end_date.month - params["dateRange.end.year"] = end_date.year - params["fields"] = columns[2] - params["campaigns[0]"] = "urn:li:sponsoredCampaign:" + self.config["campaign"] - - return params - - @property - def url_base(self) -> str: - return "https://api.linkedin.com/rest/" - - -class AdAnalyticsByCampaignThird(AdAnalyticsByCampaignInit): - name = "adanalyticsbycampaign_third" - - def get_url_params( - self, - context: dict | None, # noqa: ARG002 - next_page_token: t.Any | None, # noqa: ANN401 - ) -> dict[str, t.Any]: - """Return a dictionary of values to be used in URL parameterization. - - Args: - context: The stream context. - next_page_token: The next page index or value. - - Returns: - A dictionary of URL query parameters. - """ - columns = self.adanalyticscolumns - - params: dict = {} - if next_page_token: - params["start"] = next_page_token - if self.replication_key: - params["sort"] = "asc" - params["order_by"] = self.replication_key - - start_date = pendulum.parse(self.config["start_date"]) - end_date = pendulum.parse(self.config["end_date"]) - - params["q"] = "analytics" - params["pivot"] = "CAMPAIGN" - params["timeGranularity"] = "DAILY" - params["dateRange.start.day"] = start_date.day - params["dateRange.start.month"] = start_date.month - params["dateRange.start.year"] = start_date.year - params["dateRange.end.day"] = end_date.day - params["dateRange.end.month"] = end_date.month - params["dateRange.end.year"] = end_date.year - params["fields"] = columns[3] - params["campaigns[0]"] = "urn:li:sponsoredCampaign:" + self.config["campaign"] - return params - - @property - def url_base(self) -> str: - return "https://api.linkedin.com/rest/" - - -class VideoAds(LinkedInAdsStream): - """https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads/advertising-targeting/create-and-manage-video#finders.""" - - """ - columns: columns which will be added to fields parameter in api - name: stream name - path: path which will be added to api url in client.py - schema: instream schema - primary_keys = primary keys for the table - replication_keys = datetime keys for replication - """ - - name = "video_ads" - replication_keys = ["last_modified_time"] - replication_method = "incremental" - primary_keys = ["last_modified_time"] - path = "adDirectSponsoredContents" - - schema = PropertiesList( - Property("account", StringType), - Property("account_id", IntegerType), - Property( - "changeAuditStamps", - ObjectType( - Property( - "created", - ObjectType( - Property("time", IntegerType), - additional_properties=False, - ), - ), - Property( - "lastModified", - ObjectType( - Property("time", IntegerType), - additional_properties=False, - ), - ), - ), - ), - Property("created_time", StringType), - Property("last_modified_time", StringType), - Property("content_reference", StringType), - Property("content_reference_ucg_post_id", IntegerType), - Property("content_reference_share_id", IntegerType), - Property("name", StringType), - Property("type", StringType), - ).to_dict() - - def get_url_params( - self, - context: dict | None, # noqa: ARG002 - next_page_token: t.Any | None, # noqa: ANN401 - ) -> dict[str, t.Any]: - """Return a dictionary of values to be used in URL parameterization. - - Args: - context: The stream context. - next_page_token: The next page index or value. - - Returns: - A dictionary of URL query parameters. - """ - params: dict = {} - if next_page_token: - params["start"] = next_page_token - if self.replication_key: - params["sort"] = "asc" - params["order_by"] = self.replication_key - - params["q"] = "account" - params["account"] = "urn:li:sponsoredAccount:" + self.config["accounts"] - params["owner"] = "urn:li:organization:" + self.config["owner"] - - return params - - def post_process(self, row: dict, context: dict | None = None) -> dict | None: - # This function extracts day, month, and year from date range column - # These values are parse with datetime function and the date is added to the day column - with contextlib.suppress(Exception): - created_time = ( - row.get("changeAuditStamps", {}).get("created", {}).get("time") - ) - last_modified_time = ( - row.get("changeAuditStamps", {}).get("lastModified", {}).get("time") - ) - row["created_time"] = datetime.fromtimestamp( - int(created_time) / 1000, - tz=UTC, - ).isoformat() - row["last_modified_time"] = datetime.fromtimestamp( - int(last_modified_time) / 1000, - tz=UTC, - ).isoformat() - return super().post_process(row, context) - - @property - def url_base(self) -> str: - return "https://api.linkedin.com/rest/" - - -class AccountUsers(LinkedInAdsStream): - """https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads/account-structure/create-and-manage-account-users#find-ad-account-users-by-accounts.""" - - """ - columns: columns which will be added to fields parameter in api - name: stream name - path: path which will be added to api url in client.py - schema: instream schema - primary_keys = primary keys for the table - replication_keys = datetime keys for replication - """ - - columns = [ - "ACCOUNT", - "ACCOUNT_ID", - "CAMPAIGN_CONTACT", - "CHANGE_AUDIT_STAMPS", - "CREATED_TIME", - "LAST_MODIFIED_TIME", - "ROLE", - "USER", - "USER_PERSON_ID", - ] - - name = "account_user" - replication_keys = ["user_person_id"] - replication_method = "incremental" - primary_keys = ["user_person_id", "last_modified_time"] - path = "adAccountUsers" - - schema = PropertiesList( - Property("account", StringType), - Property("campaign_contact", BooleanType), - Property("account_id", IntegerType), - Property( - "changeAuditStamps", - ObjectType( - Property( - "created", - ObjectType( - Property("time", IntegerType), - additional_properties=False, - ), - ), - Property( - "lastModified", - ObjectType( - Property("time", IntegerType), - additional_properties=False, - ), - ), - ), - ), - Property("created_time", StringType), - Property("last_modified_time", StringType), - Property("role", StringType), - Property("user", StringType), - Property("user_person_id", StringType), - ).to_dict() - - def get_url_params( - self, - context: dict | None, # noqa: ARG002 - next_page_token: t.Any | None, # noqa: ANN401 - ) -> dict[str, t.Any]: - """Return a dictionary of values to be used in URL parameterization. - - Args: - context: The stream context. - next_page_token: The next page index or value. - - Returns: - A dictionary of URL query parameters. - """ - params: dict = {} - if next_page_token: - params["start"] = next_page_token - if self.replication_key: - params["sort"] = "asc" - params["order_by"] = self.replication_key - - params["q"] = "accounts" - params["accounts"] = "urn:li:sponsoredAccount:" + self.config["accounts"] - - return params - - def post_process(self, row: dict, context: dict | None = None) -> dict | None: - # This function extracts day, month, and year from date range column - # These values are parsed with datetime function and the date is added to the day column - with contextlib.suppress(Exception): - account_user = row.get("user", {}) - user = account_user.split(":")[3] - row["user_person_id"] = user - with contextlib.suppress(Exception): - created_time = ( - row.get("changeAuditStamps", {}).get("created", {}).get("time") - ) - last_modified_time = ( - row.get("changeAuditStamps", {}).get("lastModified", {}).get("time") - ) - row["created_time"] = datetime.fromtimestamp( - int(created_time) / 1000, - tz=UTC, - ).isoformat() - row["last_modified_time"] = datetime.fromtimestamp( - int(last_modified_time) / 1000, - tz=UTC, - ).isoformat() - return super().post_process(row, context) - - @property - def url_base(self) -> str: - return "https://api.linkedin.com/rest/" - - -class CampaignGroups(LinkedInAdsStream): - """https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads/account-structure/create-and-manage-campaign-groups#search-for-campaign-groups.""" - - """ - columns: columns which will be added to fields parameter in api - name: stream name - path: path which will be added to api url in client.py - schema: instream schema - primary_keys = primary keys for the table - replication_keys = datetime keys for replication - """ - - name = "campaign_groups" - replication_keys = ["last_modified_time"] - replication_method = "incremental" - primary_keys = ["last_modified_time", "id", "status"] - path = "" - - PropertiesList = th.PropertiesList - Property = th.Property - ObjectType = th.ObjectType - DateTimeType = th.DateTimeType - StringType = th.StringType - ArrayType = th.ArrayType - BooleanType = th.BooleanType - IntegerType = th.IntegerType - - jsonschema = PropertiesList( - Property( - "runSchedule", - ObjectType(Property("start", IntegerType), Property("end", IntegerType)), - ), - Property( - "changeAuditStamps", - ObjectType( - Property( - "created", - ObjectType( - Property("time", IntegerType), - additional_properties=False, - ), - ), - Property( - "lastModified", - ObjectType( - Property("time", IntegerType), - additional_properties=False, - ), - ), - ), - ), - Property("created_time", DateTimeType), - Property("last_modified_time", DateTimeType), - Property("name", StringType), - Property("servingStatuses", ArrayType(StringType)), - Property("backfilled", BooleanType), - Property("id", IntegerType), - Property("account", StringType), - Property("account_id", IntegerType), - Property("status", StringType), - Property( - "total_budget", - ObjectType( - Property("currency_code", StringType), - Property("amount", StringType), - ), - ), - Property("test", BooleanType), - Property("allowed_campaign_types", ArrayType(StringType)), - Property("run_schedule_start", DateTimeType), - Property("run_schedule_end", StringType), - ).to_dict() - - schema = jsonschema - - @property - def url_base(self) -> str: - return f'https://api.linkedin.com/rest/adAccounts/{self.config["accounts"]}/adCampaignGroups/{self.config["campaign_group"]}' - - def get_url_params( - self, - context: dict | None, # noqa: ARG002 - next_page_token: t.Any | None, # noqa: ANN401 - ) -> dict[str, t.Any]: - """Return a dictionary of values to be used in URL parameterization. - - Args: - context: The stream context. - next_page_token: The next page index or value. - - Returns: - A dictionary of URL query parameters. - """ - params: dict = {} - if next_page_token: - params["start"] = next_page_token - if self.replication_key: - params["sort"] = "asc" - params["order_by"] = self.replication_key - - return params - - -class Campaigns(LinkedInAdsStream): - """https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads/account-structure/create-and-manage-campaigns#search-for-campaigns.""" - - """ - columns: columns which will be added to fields parameter in api - name: stream name - path: path which will be added to api url in client.py - schema: instream schema - primary_keys = primary keys for the table - replication_keys = datetime keys for replication - """ - - name = "campaign" - replication_keys = ["last_modified_time"] - replication_method = "incremental" - primary_keys = ["last_modified_time", "id", "status"] - path = "" - - schema = PropertiesList( - Property("storyDeliveryEnabled", BooleanType), - Property( - "targeting", - ObjectType( - Property( - "created", - ObjectType( - Property( - "included_targeting_facets", - th.ArrayType( - Property( - "items", - ObjectType( - Property("type", StringType), - Property( - "values", - th.ArrayType(Property("items", StringType)), - ), - additional_properties=False, - ), - ), - ), - ), - Property( - "excluded_targeting_facets", - th.ArrayType( - Property( - "items", - ObjectType( - Property("type", StringType), - Property( - "values", - th.ArrayType(Property("items", StringType)), - ), - additional_properties=False, - ), - ), - ), - ), - ), - ), - ), - ), - Property( - "targetingCriteria", - ObjectType( - Property( - "include", - ObjectType( - Property( - "and", - ArrayType( - ObjectType( - Property( - "or", - ObjectType( - Property( - "urn:li:adTargetingFacet", - th.ArrayType( - Property( - "urn:li:title", - StringType, - ), - ), - ), - Property( - "urn:li:adTargetingFacet", - th.ArrayType( - Property("urn:li:geo", StringType), - ), - ), - Property( - "urn:li:adTargetingFacet", - th.ArrayType( - Property( - "urn:li:adSlotSize", - StringType, - ), - ), - ), - additional_properties=False, - ), - ), - ), - ), - ), - ), - ), - Property( - "exclude", - ObjectType( - Property( - "or", - ObjectType( - Property( - "urn:li:ad_targeting_facet:titles", - th.ArrayType( - Property("items", StringType), - ), - ), - Property( - "urn:li:ad_targeting_facet:staff_count_ranges", - th.ArrayType( - Property("items", StringType), - ), - ), - Property( - "urn:li:ad_targeting_facet:followed_companies", - th.ArrayType( - Property("items", StringType), - ), - ), - Property( - "urn:li:ad_targeting_facet:seniorities", - th.ArrayType( - Property("items", StringType), - ), - ), - ), - ), - ), - ), - ), - ), - Property("servingStatuses", th.ArrayType(Property("items", StringType))), - Property( - "totalBudget", - ObjectType( - Property("amount", StringType), - Property("currencyCode", StringType), - additional_properties=False, - ), - ), - Property("version_tag", StringType), - Property( - "locale", - ObjectType( - Property("country", StringType), - Property("language", StringType), - additional_properties=False, - ), - ), - Property( - "version", - ObjectType(Property("versionTag", StringType), additional_properties=False), - ), - Property("associatedEntity", StringType), - Property("associated_entity_organization_id", IntegerType), - Property("associated_entity_person_id", IntegerType), - Property( - "runSchedule", - ObjectType( - Property("start", IntegerType), - Property("end", IntegerType), - additional_properties=False, - ), - ), - Property("optimizationTargetType", StringType), - Property( - "changeAuditStamps", - ObjectType( - Property( - "created", - ObjectType( - Property("time", IntegerType), - additional_properties=False, - ), - ), - Property( - "lastModified", - ObjectType( - Property("time", IntegerType), - additional_properties=False, - ), - ), - ), - ), - Property("campaignGroup", StringType), - Property("campaign_group_id", IntegerType), - Property( - "dailyBudget", - ObjectType( - Property("amount", StringType), - Property("currencyCode", StringType), - additional_properties=False, - ), - ), - Property( - "unitCost", - ObjectType( - Property("amount", StringType), - Property("currencyCode", StringType), - additional_properties=False, - ), - ), - Property("creativeSelection", StringType), - Property("costType", StringType), - Property("name", StringType), - Property("objectiveType", StringType), - Property("offsiteDeliveryEnabled", BooleanType), - Property( - "offsitePreferences", - ObjectType( - Property( - "iabCategories", - ObjectType( - Property( - "exclude", - th.ArrayType( - Property("items", StringType), - ), - ), - Property( - "include", - th.ArrayType(Property("items", StringType)), - ), - ), - ), - Property( - "publisherRestrictionFiles", - ObjectType( - Property( - "exclude", - th.ArrayType(Property("items", StringType)), - ), - ), - ), - ), - ), - Property("id", IntegerType), - Property("audienceExpansionEnabled", BooleanType), - Property("test", BooleanType), - Property("format", StringType), - Property("pacingStrategy", StringType), - Property("account", StringType), - Property("account_id", IntegerType), - Property("status", StringType), - Property("type", StringType), - Property("storyDeliveryEnabled", BooleanType), - Property("created_time", DateTimeType), - Property("last_modified_time", DateTimeType), - Property("run_schedule_start", DateTimeType), - Property("run_schedule_end", StringType), - ).to_dict() - - @property - def url_base(self) -> str: - return f'https://api.linkedin.com/rest/adAccounts/{self.config["accounts"]}/adCampaigns/{self.config["campaign"]}' - - def get_url_params( - self, - context: dict | None, # noqa: ARG002 - next_page_token: t.Any | None, # noqa: ANN401 - ) -> dict[str, t.Any]: - """Return a dictionary of values to be used in URL parameterization. - - Args: - context: The stream context. - next_page_token: The next page index or value. - - Returns: - A dictionary of URL query parameters. - """ - params: dict = {} - if next_page_token: - params["start"] = next_page_token - if self.replication_key: - params["sort"] = "asc" - params["order_by"] = self.replication_key - - return params - - -class Creatives(LinkedInAdsStream): - """https://learn.microsoft.com/en-us/linkedin/marketing/integrations/ads/account-structure/create-and-manage-creatives?view=li-lms-2023-05&tabs=http%2Chttp-update-a-creative#search-for-creatives.""" - - """ - columns: columns which will be added to fields parameter in api - name: stream name - path: path which will be added to api url in client.py - schema: instream schema - primary_keys = primary keys for the table - replication_keys = datetime keys for replication. - """ - - name = "creatives" - replication_keys = ["lastModifiedAt"] - replication_method = "incremental" - primary_keys = ["lastModifiedAt", "id"] - path = "" - - schema = PropertiesList( - Property("account", StringType), - Property("account_id", IntegerType), - Property("campaign", StringType), - Property("campaign_id", StringType), - Property( - "content", - ObjectType( - Property( - "spotlight", - ObjectType( - Property("showMemberProfilePhoto", BooleanType), - Property("organizationName", StringType), - Property("landingPage", StringType), - Property("description", StringType), - Property("logo", StringType), - Property("headline", StringType), - Property("callToAction", StringType), - additional_properties=False, - ), - ), - ), - ), - Property("createdAt", IntegerType), - Property("createdBy", StringType), - Property("lastModifiedAt", IntegerType), - Property("lastModifiedBy", StringType), - Property("id", StringType), - Property("intendedStatus", StringType), - Property("isServing", BooleanType), - Property("isTest", BooleanType), - Property("servingHoldReasons", th.ArrayType(Property("items", StringType))), - ).to_dict() - - @property - def url_base(self) -> str: - return f'https://api.linkedin.com/rest/adAccounts/{self.config["accounts"]}/creatives/urn%3Ali%3AsponsoredCreative%3A{self.config["creative"]}' - - def get_url_params( - self, - context: dict | None, # noqa: ARG002 - next_page_token: t.Any | None, # noqa: ANN401 - ) -> dict[str, t.Any]: - """Return a dictionary of values to be used in URL parameterization. - - Args: - context: The stream context. - next_page_token: The next page index or value. - - Returns: - A dictionary of URL query parameters. - """ - params: dict = {} - if next_page_token: - params["start"] = next_page_token - if self.replication_key: - params["sort"] = "asc" - params["order_by"] = self.replication_key - - return params - - -class AdAnalyticsByCreativeInit(LinkedInAdsStream): - """https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads-reporting/ads-reporting#analytics-finder.""" - - """ - columns: columns which will be added to fields parameter in api - name: stream name - path: path which will be added to api url in client.py - schema: instream schema - primary_keys = primary keys for the table - replication_keys = datetime keys for replication - """ - - name = "AdAnalyticsByCreativeInit" - replication_keys = ["dateRange"] - replication_method = "incremental" - primary_keys = ["creative_id", "dateRange"] - path = "adAnalytics" - - schema = PropertiesList( - Property("landingPageClicks", IntegerType), - Property("reactions", IntegerType), - Property("adUnitClicks", IntegerType), - Property("creative_id", StringType), - Property("documentCompletions", IntegerType), - Property("documentFirstQuartileCompletions", IntegerType), - Property("clicks", IntegerType), - Property("documentMidpointCompletions", IntegerType), - Property("documentThirdQuartileCompletions", IntegerType), - Property("downloadClicks", IntegerType), - Property("jobApplications", StringType), - Property("jobApplyClicks", StringType), - Property("postViewJobApplications", StringType), - Property("costInUsd", StringType), - Property("postViewRegistrations", StringType), - Property("registrations", StringType), - Property("talentLeads", IntegerType), - Property("viralDocumentCompletions", IntegerType), - Property("viralDocumentFirstQuartileCompletions", IntegerType), - Property("viralDocumentMidpointCompletions", IntegerType), - Property("viralDocumentThirdQuartileCompletions", IntegerType), - Property("viralDownloadClicks", IntegerType), - Property("viralJobApplications", StringType), - Property("viralJobApplyClicks", StringType), - Property("costInLocalCurrency", StringType), - Property("viralRegistrations", IntegerType), - Property("approximateUniqueImpressions", IntegerType), - Property("cardClicks", IntegerType), - Property("cardImpressions", IntegerType), - Property("commentLikes", IntegerType), - Property("viralCardClicks", IntegerType), - Property("viralCardImpressions", IntegerType), - Property("viralCommentLikes", IntegerType), - Property("actionClicks", IntegerType), - Property("comments", IntegerType), - Property("companyPageClicks", IntegerType), - Property("conversionValueInLocalCurrency", StringType), - Property( - "dateRange", - ObjectType( - Property( - "end", - ObjectType( - Property("day", IntegerType), - Property("month", IntegerType), - Property("year", IntegerType), - additional_properties=False, - ), - ), - Property( - "start", - ObjectType( - Property("day", IntegerType), - Property("month", IntegerType), - Property("year", IntegerType), - additional_properties=False, - ), - ), - ), - ), - Property("day", StringType), - Property("externalWebsiteConversions", IntegerType), - Property("externalWebsitePostClickConversions", IntegerType), - Property("externalWebsitePostViewConversions", IntegerType), - Property("follows", IntegerType), - Property("fullScreenPlays", IntegerType), - Property("impressions", IntegerType), - Property("landingPageClicks", IntegerType), - Property("leadGenerationMailContactInfoShares", IntegerType), - Property("leadGenerationMailInterestedClicks", IntegerType), - Property("likes", IntegerType), - Property("oneClickLeadFormOpens", IntegerType), - Property("oneClickLeads", IntegerType), - Property("opens", IntegerType), - Property("otherEngagements", IntegerType), - Property("sends", IntegerType), - Property("shares", IntegerType), - Property("textUrlClicks", IntegerType), - Property("totalEngagements", IntegerType), - Property("videoCompletions", IntegerType), - Property("videoFirstQuartileCompletions", IntegerType), - Property("videoMidpointCompletions", IntegerType), - Property("videoStarts", IntegerType), - Property("videoThirdQuartileCompletions", IntegerType), - Property("videoViews", IntegerType), - Property("viralClicks", IntegerType), - Property("viralComments", IntegerType), - Property("viralCompanyPageClicks", IntegerType), - Property("viralExternalWebsiteConversions", IntegerType), - Property("viralExternalWebsitePostClickConversions", IntegerType), - Property("viralExternalWebsitePostViewConversions", IntegerType), - Property("viralFollows", IntegerType), - Property("viralFullScreenPlays", IntegerType), - Property("viralImpressions", IntegerType), - Property("viralLandingPageClicks", IntegerType), - Property("viralLikes", IntegerType), - Property("viralOneClickLeadFormOpens", IntegerType), - Property("viralOneclickLeads", IntegerType), - Property("viralOtherEngagements", IntegerType), - Property("viralReactions", IntegerType), - Property("viralShares", IntegerType), - Property("viralTotalEngagements", IntegerType), - Property("viralVideoCompletions", IntegerType), - Property("viralVideoFirstQuartileCompletions", IntegerType), - Property("viralVideoMidpointCompletions", IntegerType), - Property("viralVideoStarts", IntegerType), - Property("viralVideoThirdQuartileCompletions", IntegerType), - Property("viralVideoViews", IntegerType), - ).to_dict() - - @property - def adanalyticscolumns(self) -> list[str]: - """List of columns for adanalytics endpoint.""" - return [ - "viralLandingPageClicks,viralExternalWebsitePostClickConversions,externalWebsiteConversions,viralVideoFirstQuartileCompletions,leadGenerationMailContactInfoShares,clicks,viralClicks,shares,viralFullScreenPlays,videoMidpointCompletions,viralCardClicks,viralExternalWebsitePostViewConversions,viralTotalEngagements,viralCompanyPageClicks,actionClicks,viralShares,videoCompletions,comments,externalWebsitePostViewConversions,dateRange", - "costInUsd,landingPageClicks,oneClickLeadFormOpens,talentLeads,sends,viralOneClickLeadFormOpens,conversionValueInLocalCurrency,viralFollows,otherEngagements,viralVideoCompletions,cardImpressions,leadGenerationMailInterestedClicks,opens,totalEngagements,videoViews,viralImpressions,viralVideoViews,commentLikes,viralDocumentThirdQuartileCompletions,viralLikes", - "adUnitClicks,videoThirdQuartileCompletions,cardClicks,likes,viralComments,viralVideoMidpointCompletions,viralVideoThirdQuartileCompletions,oneClickLeads,fullScreenPlays,viralCardImpressions,follows,videoStarts,videoFirstQuartileCompletions,textUrlClicks,reactions,viralReactions,externalWebsitePostClickConversions,viralOtherEngagements,costInLocalCurrency", - "viralVideoStarts,viralRegistrations,viralJobApplyClicks,viralJobApplications,jobApplications,jobApplyClicks,viralExternalWebsiteConversions,postViewRegistrations,companyPageClicks,documentCompletions,documentFirstQuartileCompletions,documentMidpointCompletions,documentThirdQuartileCompletions,downloadClicks,viralDocumentCompletions,viralDocumentFirstQuartileCompletions,viralDocumentMidpointCompletions,approximateUniqueImpressions,viralDownloadClicks,impressions", - ] - - def get_url_params( - self, - context: dict | None, # noqa: ARG002 - next_page_token: t.Any | None, # noqa: ANN401 - ) -> dict[str, t.Any]: - """Return a dictionary of values to be used in URL parameterization. - - Args: - context: The stream context. - next_page_token: The next page index or value. - - Returns: - A dictionary of URL query parameters. - """ - columns = self.adanalyticscolumns - - params: dict = {} - if next_page_token: - params["start"] = next_page_token - if self.replication_key: - params["sort"] = "asc" - params["order_by"] = self.replication_key - - params["fields"] = columns[0] - - start_date = pendulum.parse(self.config["start_date"]) - end_date = pendulum.parse(self.config["end_date"]) - - params["q"] = "analytics" - params["pivot"] = "CREATIVE" - params["timeGranularity"] = "DAILY" - params["dateRange.start.day"] = start_date.day - params["dateRange.start.month"] = start_date.month - params["dateRange.start.year"] = start_date.year - params["dateRange.end.day"] = end_date.day - params["dateRange.end.month"] = end_date.month - params["dateRange.end.year"] = end_date.year - params["campaigns[0]"] = "urn:li:sponsoredCampaign:" + self.config["campaign"] - - return params - - @property - def url_base(self) -> str: - return "https://api.linkedin.com/rest/" - - def post_process(self, row: dict, context: dict | None = None) -> dict | None: - # This function extracts day, month, and year from date range column - # These values are parsed with datetime function and the date is added to the day column - date_range = row.get("dateRange", {}) - start_date = date_range.get("start", {}) - - if start_date: - row["day"] = datetime.strptime( - f'{start_date.get("year")}-{start_date.get("month")}-{start_date.get("day")}', - "%Y-%m-%d", - ).astimezone(UTC) - - row["creative_id"] = self.config["creative"] - - viral_registrations = row.pop("viralRegistrations", None) - if viral_registrations: - row["viralRegistrations"] = int(viral_registrations) - - return super().post_process(row, context) - - -class AdAnalyticsByCreative(AdAnalyticsByCreativeInit): - name = "ad_analytics_by_creative" - - def get_url_params( - self, - context: dict | None, # noqa: ARG002 - next_page_token: t.Any | None, # noqa: ANN401 - ) -> dict[str, t.Any]: - """Return a dictionary of values to be used in URL parameterization. - - Args: - context: The stream context. - next_page_token: The next page index or value. - - Returns: - A dictionary of URL query parameters. - """ - columns = self.adanalyticscolumns - - params: dict = {} - if next_page_token: - params["start"] = next_page_token - if self.replication_key: - params["sort"] = "asc" - params["order_by"] = self.replication_key - - start_date = pendulum.parse(self.config["start_date"]) - end_date = pendulum.parse(self.config["end_date"]) - - params["q"] = "analytics" - params["pivot"] = "CREATIVE" - params["timeGranularity"] = "DAILY" - params["dateRange.start.day"] = start_date.day - params["dateRange.start.month"] = start_date.month - params["dateRange.start.year"] = start_date.year - params["dateRange.end.day"] = end_date.day - params["dateRange.end.month"] = end_date.month - params["dateRange.end.year"] = end_date.year - params["fields"] = columns[1] - params["campaigns[0]"] = "urn:li:sponsoredCampaign:" + self.config["campaign"] - - return params - - def get_records(self, context: dict | None) -> t.Iterable[dict[str, t.Any]]: - """Return a dictionary of records from adAnalytics classes. - - Combines request columns from multiple calls to the api, which are limited to 20 columns - each. - - Uses `merge_dicts` to combine responses from each class - super().get_records calls only the records from adAnalyticsByCreative class - zip() Iterates over the records of adAnalytics classes and merges them with merge_dicts() - function list() converts each stream context into lists - - Args: - context: The stream context. - - Returns: - A dictionary of records given from adAnalytics streams - """ - adanalyticsinit_stream = AdAnalyticsByCreativeInit( - self._tap, - schema={"properties": {}}, - ) - adanalyticsecond_stream = AdAnalyticsByCreativeSecond( - self._tap, - schema={"properties": {}}, - ) - adanalyticsthird_stream = AdAnalyticsByCreativeThird( - self._tap, - schema={"properties": {}}, - ) - return [ - self.merge_dicts(x, y, z, p) - for x, y, z, p in zip( - list(adanalyticsinit_stream.get_records(context)), - list(super().get_records(context)), - list(adanalyticsecond_stream.get_records(context)), - list(adanalyticsthird_stream.get_records(context)), - ) - ] - - def merge_dicts(self, *dict_args: dict) -> dict: - """Return a merged dictionary of adAnalytics responses. - - Args: - *dict_args: dictionaries with adAnalytics response data. - - Returns: - A merged dictionary of adAnalytics responses - """ - result = {} - for dictionary in dict_args: - result.update(dictionary) - return result - - @property - def url_base(self) -> str: - return "https://api.linkedin.com/rest/" - - -class AdAnalyticsByCreativeSecond(AdAnalyticsByCreativeInit): - name = "adanalyticsbycreative_second" - - def get_url_params( - self, - context: dict | None, # noqa: ARG002 - next_page_token: t.Any | None, # noqa: ANN401 - ) -> dict[str, t.Any]: - """Return a dictionary of values to be used in URL parameterization. - - Args: - context: The stream context. - next_page_token: The next page index or value. - - Returns: - A dictionary of URL query parameters. - """ - columns = self.adanalyticscolumns - - params: dict = {} - if next_page_token: - params["start"] = next_page_token - if self.replication_key: - params["sort"] = "asc" - params["order_by"] = self.replication_key - - start_date = pendulum.parse(self.config["start_date"]) - end_date = pendulum.parse(self.config["end_date"]) - - params["q"] = "analytics" - params["pivot"] = "CREATIVE" - params["timeGranularity"] = "DAILY" - params["dateRange.start.day"] = start_date.day - params["dateRange.start.month"] = start_date.month - params["dateRange.start.year"] = start_date.year - params["dateRange.end.day"] = end_date.day - params["dateRange.end.month"] = end_date.month - params["dateRange.end.year"] = end_date.year - params["fields"] = columns[2] - params["campaigns[0]"] = "urn:li:sponsoredCampaign:" + self.config["campaign"] - - return params - - @property - def url_base(self) -> str: - return "https://api.linkedin.com/rest/" - - -class AdAnalyticsByCreativeThird(AdAnalyticsByCreativeInit): - name = "adanalyticsbycreative_third" - - def get_url_params( - self, - context: dict | None, # noqa: ARG002 - next_page_token: t.Any | None, # noqa: ANN401 - ) -> dict[str, t.Any]: - """Return a dictionary of values to be used in URL parameterization. - - Args: - context: The stream context. - next_page_token: The next page index or value. - - Returns: - A dictionary of URL query parameters. - """ - columns = self.adanalyticscolumns - - params: dict = {} - if next_page_token: - params["start"] = next_page_token - if self.replication_key: - params["sort"] = "asc" - params["order_by"] = self.replication_key - - start_date = pendulum.parse(self.config["start_date"]) - end_date = pendulum.parse(self.config["end_date"]) - - params["q"] = "analytics" - params["pivot"] = "CREATIVE" - params["timeGranularity"] = "DAILY" - params["dateRange.start.day"] = start_date.day - params["dateRange.start.month"] = start_date.month - params["dateRange.start.year"] = start_date.year - params["dateRange.end.day"] = end_date.day - params["dateRange.end.month"] = end_date.month - params["dateRange.end.year"] = end_date.year - params["fields"] = columns[3] - params["campaigns[0]"] = "urn:li:sponsoredCampaign:" + self.config["campaign"] - - return params - - @property - def url_base(self) -> str: - return "https://api.linkedin.com/rest/" diff --git a/tap_linkedin_ads/streams/__init__.py b/tap_linkedin_ads/streams/__init__.py new file mode 100644 index 0000000..e0f253f --- /dev/null +++ b/tap_linkedin_ads/streams/__init__.py @@ -0,0 +1 @@ +"""Tap for LinkedInAds.""" diff --git a/tap_linkedin_ads/streams/ad_analytics/__init__.py b/tap_linkedin_ads/streams/ad_analytics/__init__.py new file mode 100644 index 0000000..e0f253f --- /dev/null +++ b/tap_linkedin_ads/streams/ad_analytics/__init__.py @@ -0,0 +1 @@ +"""Tap for LinkedInAds.""" diff --git a/tap_linkedin_ads/streams/ad_analytics/ad_analytics_base.py b/tap_linkedin_ads/streams/ad_analytics/ad_analytics_base.py new file mode 100644 index 0000000..313d9cd --- /dev/null +++ b/tap_linkedin_ads/streams/ad_analytics/ad_analytics_base.py @@ -0,0 +1,57 @@ +"""Stream type classes for tap-linkedin-ads.""" + +from __future__ import annotations + +import typing as t +from datetime import datetime, timezone +from importlib import resources + +from singer_sdk.streams.core import REPLICATION_FULL_TABLE + +from tap_linkedin_ads.streams.base_stream import LinkedInAdsStreamBase + +SCHEMAS_DIR = resources.files(__package__) / "schemas" +UTC = timezone.utc + + +class AdAnalyticsBase(LinkedInAdsStreamBase): + """LinkedInAds stream class for ad analytics.""" + + path = "/adAnalytics" + replication_method = REPLICATION_FULL_TABLE + + substreams: t.ClassVar[list] = [] + + def post_process(self, row: dict, context: dict | None = None) -> dict | None: + """Post-process each record returned by the API. + + Args: + row: Individual record in the stream. + context: Stream partition or context dictionary. + + Returns: + The resulting record dict, or `None` if the record should be excluded. + """ + start_date = row.get("dateRange", {}).get("start", {}) + + if start_date: + row["day"] = datetime.strptime( + f'{start_date.get("year")}-{start_date.get("month")}-{start_date.get("day")}', + "%Y-%m-%d", + ).astimezone(UTC) + + return super().post_process(row, context) + + def merge_dicts(self, *dict_args: dict) -> dict: + """Return a merged dictionary of adAnalytics responses. + + Args: + *dict_args: dictionaries with adAnalytics response data. + + Returns: + A merged dictionary of adAnalytics responses + """ + result = {} + for dictionary in dict_args: + result.update(dictionary) + return result diff --git a/tap_linkedin_ads/streams/ad_analytics/ad_analytics_by_campaign.py b/tap_linkedin_ads/streams/ad_analytics/ad_analytics_by_campaign.py new file mode 100644 index 0000000..ee05ff4 --- /dev/null +++ b/tap_linkedin_ads/streams/ad_analytics/ad_analytics_by_campaign.py @@ -0,0 +1,292 @@ +"""Stream type classes for tap-linkedin-ads.""" + +from __future__ import annotations + +import typing as t +from datetime import timezone +from importlib import resources + +import pendulum +from singer_sdk.typing import ( + IntegerType, + ObjectType, + PropertiesList, + Property, + StringType, +) + +from tap_linkedin_ads.streams.ad_analytics.ad_analytics_base import AdAnalyticsBase +from tap_linkedin_ads.streams.streams import CampaignsStream + +if t.TYPE_CHECKING: + from singer_sdk.helpers.types import Context + +SCHEMAS_DIR = resources.files(__package__) / "schemas" +UTC = timezone.utc + + +class _AdAnalyticsByCampaignInit(AdAnalyticsBase): + """https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads-reporting/ads-reporting#analytics-finder.""" + + name = "AdAnalyticsByCampaignInit" + parent_stream_type = CampaignsStream + + schema = PropertiesList( + Property("campaign_id", StringType), + Property("documentCompletions", IntegerType), + Property("documentFirstQuartileCompletions", IntegerType), + Property("clicks", IntegerType), + Property("documentMidpointCompletions", IntegerType), + Property("documentThirdQuartileCompletions", IntegerType), + Property("downloadClicks", IntegerType), + Property("jobApplications", StringType), + Property("jobApplyClicks", StringType), + Property("postViewJobApplications", StringType), + Property("costInUsd", StringType), + Property("postViewRegistrations", StringType), + Property("registrations", StringType), + Property("talentLeads", IntegerType), + Property("viralDocumentCompletions", IntegerType), + Property("viralDocumentFirstQuartileCompletions", IntegerType), + Property("viralDocumentMidpointCompletions", IntegerType), + Property("viralDocumentThirdQuartileCompletions", IntegerType), + Property("viralDownloadClicks", IntegerType), + Property("viralJobApplications", StringType), + Property("viralJobApplyClicks", StringType), + Property("costInLocalCurrency", StringType), + Property("viralRegistrations", StringType), + Property("approximateUniqueImpressions", IntegerType), + Property("cardClicks", IntegerType), + Property("cardImpressions", IntegerType), + Property("commentLikes", IntegerType), + Property("viralCardClicks", IntegerType), + Property("viralCardImpressions", IntegerType), + Property("viralCommentLikes", IntegerType), + Property("actionClicks", IntegerType), + Property("adUnitClicks", IntegerType), + Property("comments", IntegerType), + Property("companyPageClicks", IntegerType), + Property("conversionValueInLocalCurrency", StringType), + Property( + "dateRange", + ObjectType( + Property( + "end", + ObjectType( + Property("day", IntegerType), + Property("month", IntegerType), + Property("year", IntegerType), + additional_properties=False, + ), + ), + Property( + "start", + ObjectType( + Property("day", IntegerType), + Property("month", IntegerType), + Property("year", IntegerType), + additional_properties=False, + ), + ), + ), + ), + Property("day", StringType), + Property("externalWebsiteConversions", IntegerType), + Property("externalWebsitePostClickConversions", IntegerType), + Property("externalWebsitePostViewConversions", IntegerType), + Property("follows", IntegerType), + Property("fullScreenPlays", IntegerType), + Property("impressions", IntegerType), + Property("landingPageClicks", IntegerType), + Property("leadGenerationMailContactInfoShares", IntegerType), + Property("leadGenerationMailInterestedClicks", IntegerType), + Property("likes", IntegerType), + Property("oneClickLeadFormOpens", IntegerType), + Property("oneClickLeads", IntegerType), + Property("opens", IntegerType), + Property("otherEngagements", IntegerType), + Property("sends", IntegerType), + Property("shares", IntegerType), + Property("textUrlClicks", IntegerType), + Property("totalEngagements", IntegerType), + Property("videoCompletions", IntegerType), + Property("videoFirstQuartileCompletions", IntegerType), + Property("videoMidpointCompletions", IntegerType), + Property("videoStarts", IntegerType), + Property("videoThirdQuartileCompletions", IntegerType), + Property("videoViews", IntegerType), + Property("viralClicks", IntegerType), + Property("viralComments", IntegerType), + Property("viralCompanyPageClicks", IntegerType), + Property("viralExternalWebsiteConversions", IntegerType), + Property("viralExternalWebsitePostClickConversions", IntegerType), + Property("viralExternalWebsitePostViewConversions", IntegerType), + Property("viralFollows", IntegerType), + Property("viralFullScreenPlays", IntegerType), + Property("viralImpressions", IntegerType), + Property("viralLandingPageClicks", IntegerType), + Property("viralLikes", IntegerType), + Property("viralOneClickLeadFormOpens", IntegerType), + Property("viralOneclickLeads", IntegerType), + Property("viralOtherEngagements", IntegerType), + Property("viralReactions", IntegerType), + Property("reactions", IntegerType), + Property("viralShares", IntegerType), + Property("viralTotalEngagements", IntegerType), + Property("viralVideoCompletions", IntegerType), + Property("viralVideoFirstQuartileCompletions", IntegerType), + Property("viralVideoMidpointCompletions", IntegerType), + Property("viralVideoStarts", IntegerType), + Property("viralVideoThirdQuartileCompletions", IntegerType), + Property("viralVideoViews", IntegerType), + ).to_dict() + + @property + def adanalyticscolumns(self) -> list[str]: + return [ + "viralLandingPageClicks,viralExternalWebsitePostClickConversions,externalWebsiteConversions,viralVideoFirstQuartileCompletions,leadGenerationMailContactInfoShares,clicks,viralClicks,shares,viralFullScreenPlays,videoMidpointCompletions,viralCardClicks,viralExternalWebsitePostViewConversions,viralTotalEngagements,viralCompanyPageClicks,actionClicks,viralShares,videoCompletions,comments,externalWebsitePostViewConversions,dateRange", + "costInUsd,landingPageClicks,oneClickLeadFormOpens,talentLeads,sends,viralOneClickLeadFormOpens,conversionValueInLocalCurrency,viralFollows,otherEngagements,viralVideoCompletions,cardImpressions,leadGenerationMailInterestedClicks,opens,totalEngagements,videoViews,viralImpressions,viralVideoViews,commentLikes,viralDocumentThirdQuartileCompletions,viralLikes", + "adUnitClicks,videoThirdQuartileCompletions,cardClicks,likes,viralComments,viralVideoMidpointCompletions,viralVideoThirdQuartileCompletions,oneClickLeads,fullScreenPlays,viralCardImpressions,follows,videoStarts,videoFirstQuartileCompletions,textUrlClicks,reactions,viralReactions,externalWebsitePostClickConversions,viralOtherEngagements,costInLocalCurrency", + "viralVideoStarts,viralRegistrations,viralJobApplyClicks,viralJobApplications,jobApplications,jobApplyClicks,viralExternalWebsiteConversions,postViewRegistrations,companyPageClicks,documentCompletions,documentFirstQuartileCompletions,documentMidpointCompletions,documentThirdQuartileCompletions,downloadClicks,viralDocumentCompletions,viralDocumentFirstQuartileCompletions,viralDocumentMidpointCompletions,approximateUniqueImpressions,viralDownloadClicks,impressions", + ] + + def get_url_params( + self, + context: dict | None, + next_page_token: t.Any | None, # noqa: ANN401 + ) -> dict[str, t.Any]: + """Return a dictionary of values to be used in URL parameterization. + + Args: + context: The stream context. + next_page_token: The next page index or value. + + Returns: + A dictionary of URL query parameters. + """ + return { + "q": "analytics", + **super().get_url_params(context, next_page_token), + } + + def get_unencoded_params(self, context: Context) -> dict: + """Return a dictionary of unencoded params. + + Args: + context: The stream context. + + Returns: + A dictionary of URL query parameters. + """ + start_date = pendulum.parse(self.config["start_date"]) + end_date = pendulum.parse(self.config["end_date"]) + return { + "pivot": "(value:CAMPAIGN)", + "timeGranularity": "(value:DAILY)", + "campaigns": ( + f"List(urn%3Ali%3AsponsoredCampaign%3A{context['campaign_id']})" + ), + "dateRange": ( + f"(start:(year:{start_date.year},month:{start_date.month},day:{start_date.day})," + f"end:(year:{end_date.year},month:{end_date.month},day:{end_date.day}))" + ), + "fields": self.adanalyticscolumns[0], + } + + +class _AdAnalyticsByCampaignSecond(_AdAnalyticsByCampaignInit): + name = "adanalyticsbycampaign_second" + + def get_unencoded_params(self, context: Context) -> dict: + """Return a dictionary of unencoded params. + + Args: + context: The stream context. + + Returns: + A dictionary of URL query parameters. + """ + return { + **super().get_unencoded_params(context), + # Overwrite fields with this column subset + "fields": self.adanalyticscolumns[0], + } + + +class _AdAnalyticsByCampaignThird(_AdAnalyticsByCampaignInit): + name = "adanalyticsbycampaign_third" + + def get_unencoded_params(self, context: Context) -> dict: + """Return a dictionary of unencoded params. + + Args: + context: The stream context. + + Returns: + A dictionary of URL query parameters. + """ + return { + **super().get_unencoded_params(context), + # Overwrite fields with this column subset + "fields": self.adanalyticscolumns[3], + } + + +class AdAnalyticsByCampaignStream(_AdAnalyticsByCampaignInit): + """https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads-reporting/ads-reporting#analytics-finder.""" + + name = "ad_analytics_by_campaign" + + def get_unencoded_params(self, context: Context) -> dict: + """Return a dictionary of unencoded params. + + Args: + context: The stream context. + + Returns: + A dictionary of URL query parameters. + """ + return { + **super().get_unencoded_params(context), + # Overwrite fields with this column subset + "fields": self.adanalyticscolumns[1], + } + + def get_records(self, context: dict | None) -> t.Iterable[dict[str, t.Any]]: + """Return a dictionary of records from adAnalytics classes. + + Combines request columns from multiple calls to the api, which are limited to 20 + columns each. + + Uses `merge_dicts` to combine responses from each class + super().get_records calls only the records from the adAnalyticsByCampaign class + zip() Iterates over the records of adAnalytics classes and merges them with + merge_dicts() function list() converts each stream context into lists + + Args: + context: The stream context. + + Returns: + A dictionary of records given from adAnalytics streams + """ + adanalyticsinit_stream = _AdAnalyticsByCampaignInit( + self._tap, + schema={"properties": {}}, + ) + adanalyticsecond_stream = _AdAnalyticsByCampaignSecond( + self._tap, + schema={"properties": {}}, + ) + adanalyticsthird_stream = _AdAnalyticsByCampaignThird( + self._tap, + schema={"properties": {}}, + ) + return [ + self.merge_dicts(x, y, z, p) + for x, y, z, p in zip( + list(adanalyticsinit_stream.get_records(context)), + list(super().get_records(context)), + list(adanalyticsecond_stream.get_records(context)), + list(adanalyticsthird_stream.get_records(context)), + ) + ] diff --git a/tap_linkedin_ads/streams/ad_analytics/ad_analytics_by_creative.py b/tap_linkedin_ads/streams/ad_analytics/ad_analytics_by_creative.py new file mode 100644 index 0000000..e1b82b8 --- /dev/null +++ b/tap_linkedin_ads/streams/ad_analytics/ad_analytics_by_creative.py @@ -0,0 +1,299 @@ +"""Stream type classes for tap-linkedin-ads.""" + +from __future__ import annotations + +import typing as t +from datetime import timezone +from importlib import resources + +import pendulum +from singer_sdk.typing import ( + IntegerType, + ObjectType, + PropertiesList, + Property, + StringType, +) + +from tap_linkedin_ads.streams.ad_analytics.ad_analytics_base import AdAnalyticsBase +from tap_linkedin_ads.streams.streams import CreativesStream + +if t.TYPE_CHECKING: + from singer_sdk.helpers.types import Context + +SCHEMAS_DIR = resources.files(__package__) / "schemas" +UTC = timezone.utc + + +class _AdAnalyticsByCreativeInit(AdAnalyticsBase): + name = "AdAnalyticsByCreativeInit" + parent_stream_type = CreativesStream + + schema = PropertiesList( + Property("landingPageClicks", IntegerType), + Property("reactions", IntegerType), + Property("adUnitClicks", IntegerType), + Property("creative_id", StringType), + Property("documentCompletions", IntegerType), + Property("documentFirstQuartileCompletions", IntegerType), + Property("clicks", IntegerType), + Property("documentMidpointCompletions", IntegerType), + Property("documentThirdQuartileCompletions", IntegerType), + Property("downloadClicks", IntegerType), + Property("jobApplications", StringType), + Property("jobApplyClicks", StringType), + Property("postViewJobApplications", StringType), + Property("costInUsd", StringType), + Property("postViewRegistrations", StringType), + Property("registrations", StringType), + Property("talentLeads", IntegerType), + Property("viralDocumentCompletions", IntegerType), + Property("viralDocumentFirstQuartileCompletions", IntegerType), + Property("viralDocumentMidpointCompletions", IntegerType), + Property("viralDocumentThirdQuartileCompletions", IntegerType), + Property("viralDownloadClicks", IntegerType), + Property("viralJobApplications", StringType), + Property("viralJobApplyClicks", StringType), + Property("costInLocalCurrency", StringType), + Property("viralRegistrations", IntegerType), + Property("approximateUniqueImpressions", IntegerType), + Property("cardClicks", IntegerType), + Property("cardImpressions", IntegerType), + Property("commentLikes", IntegerType), + Property("viralCardClicks", IntegerType), + Property("viralCardImpressions", IntegerType), + Property("viralCommentLikes", IntegerType), + Property("actionClicks", IntegerType), + Property("comments", IntegerType), + Property("companyPageClicks", IntegerType), + Property("conversionValueInLocalCurrency", StringType), + Property( + "dateRange", + ObjectType( + Property( + "end", + ObjectType( + Property("day", IntegerType), + Property("month", IntegerType), + Property("year", IntegerType), + additional_properties=False, + ), + ), + Property( + "start", + ObjectType( + Property("day", IntegerType), + Property("month", IntegerType), + Property("year", IntegerType), + additional_properties=False, + ), + ), + ), + ), + Property("day", StringType), + Property("externalWebsiteConversions", IntegerType), + Property("externalWebsitePostClickConversions", IntegerType), + Property("externalWebsitePostViewConversions", IntegerType), + Property("follows", IntegerType), + Property("fullScreenPlays", IntegerType), + Property("impressions", IntegerType), + Property("landingPageClicks", IntegerType), + Property("leadGenerationMailContactInfoShares", IntegerType), + Property("leadGenerationMailInterestedClicks", IntegerType), + Property("likes", IntegerType), + Property("oneClickLeadFormOpens", IntegerType), + Property("oneClickLeads", IntegerType), + Property("opens", IntegerType), + Property("otherEngagements", IntegerType), + Property("sends", IntegerType), + Property("shares", IntegerType), + Property("textUrlClicks", IntegerType), + Property("totalEngagements", IntegerType), + Property("videoCompletions", IntegerType), + Property("videoFirstQuartileCompletions", IntegerType), + Property("videoMidpointCompletions", IntegerType), + Property("videoStarts", IntegerType), + Property("videoThirdQuartileCompletions", IntegerType), + Property("videoViews", IntegerType), + Property("viralClicks", IntegerType), + Property("viralComments", IntegerType), + Property("viralCompanyPageClicks", IntegerType), + Property("viralExternalWebsiteConversions", IntegerType), + Property("viralExternalWebsitePostClickConversions", IntegerType), + Property("viralExternalWebsitePostViewConversions", IntegerType), + Property("viralFollows", IntegerType), + Property("viralFullScreenPlays", IntegerType), + Property("viralImpressions", IntegerType), + Property("viralLandingPageClicks", IntegerType), + Property("viralLikes", IntegerType), + Property("viralOneClickLeadFormOpens", IntegerType), + Property("viralOneclickLeads", IntegerType), + Property("viralOtherEngagements", IntegerType), + Property("viralReactions", IntegerType), + Property("viralShares", IntegerType), + Property("viralTotalEngagements", IntegerType), + Property("viralVideoCompletions", IntegerType), + Property("viralVideoFirstQuartileCompletions", IntegerType), + Property("viralVideoMidpointCompletions", IntegerType), + Property("viralVideoStarts", IntegerType), + Property("viralVideoThirdQuartileCompletions", IntegerType), + Property("viralVideoViews", IntegerType), + ).to_dict() + + @property + def adanalyticscolumns(self) -> list[str]: + """List of columns for adanalytics endpoint.""" + return [ + "viralLandingPageClicks,viralExternalWebsitePostClickConversions,externalWebsiteConversions,viralVideoFirstQuartileCompletions,leadGenerationMailContactInfoShares,clicks,viralClicks,shares,viralFullScreenPlays,videoMidpointCompletions,viralCardClicks,viralExternalWebsitePostViewConversions,viralTotalEngagements,viralCompanyPageClicks,actionClicks,viralShares,videoCompletions,comments,externalWebsitePostViewConversions,dateRange", + "costInUsd,landingPageClicks,oneClickLeadFormOpens,talentLeads,sends,viralOneClickLeadFormOpens,conversionValueInLocalCurrency,viralFollows,otherEngagements,viralVideoCompletions,cardImpressions,leadGenerationMailInterestedClicks,opens,totalEngagements,videoViews,viralImpressions,viralVideoViews,commentLikes,viralDocumentThirdQuartileCompletions,viralLikes", + "adUnitClicks,videoThirdQuartileCompletions,cardClicks,likes,viralComments,viralVideoMidpointCompletions,viralVideoThirdQuartileCompletions,oneClickLeads,fullScreenPlays,viralCardImpressions,follows,videoStarts,videoFirstQuartileCompletions,textUrlClicks,reactions,viralReactions,externalWebsitePostClickConversions,viralOtherEngagements,costInLocalCurrency", + "viralVideoStarts,viralRegistrations,viralJobApplyClicks,viralJobApplications,jobApplications,jobApplyClicks,viralExternalWebsiteConversions,postViewRegistrations,companyPageClicks,documentCompletions,documentFirstQuartileCompletions,documentMidpointCompletions,documentThirdQuartileCompletions,downloadClicks,viralDocumentCompletions,viralDocumentFirstQuartileCompletions,viralDocumentMidpointCompletions,approximateUniqueImpressions,viralDownloadClicks,impressions", + ] + + def get_url_params( + self, + context: dict | None, + next_page_token: t.Any | None, # noqa: ANN401 + ) -> dict[str, t.Any]: + """Return a dictionary of values to be used in URL parameterization. + + Args: + context: The stream context. + next_page_token: The next page index or value. + + Returns: + A dictionary of URL query parameters. + """ + return { + "q": "analytics", + **super().get_url_params(context, next_page_token), + } + + def get_unencoded_params(self, context: Context) -> dict: + """Return a dictionary of unencoded params. + + Args: + context: The stream context. + + Returns: + A dictionary of URL query parameters. + """ + start_date = pendulum.parse(self.config["start_date"]) + end_date = pendulum.parse(self.config["end_date"]) + return { + "pivot": "(value:CREATIVE)", + "timeGranularity": "(value:DAILY)", + "creatives": ( + f"List(urn%3Ali%3AsponsoredCreative%3A{context['creative_id']})" + ), + "dateRange": ( + f"(start:(year:{start_date.year},month:{start_date.month},day:{start_date.day})," + f"end:(year:{end_date.year},month:{end_date.month},day:{end_date.day}))" + ), + "fields": self.adanalyticscolumns[0], + } + + def post_process(self, row: dict, context: dict | None = None) -> dict | None: + viral_registrations = row.pop("viralRegistrations", None) + if viral_registrations: + row["viralRegistrations"] = int(viral_registrations) + + return super().post_process(row, context) + + +class _AdAnalyticsByCreativeSecond(_AdAnalyticsByCreativeInit): + name = "adanalyticsbycreative_second" + + def get_unencoded_params(self, context: Context) -> dict: + """Return a dictionary of unencoded params. + + Args: + context: The stream context. + + Returns: + A dictionary of URL query parameters. + """ + return { + **super().get_unencoded_params(context), + # Overwrite fields with this column subset + "fields": self.adanalyticscolumns[2], + } + + +class _AdAnalyticsByCreativeThird(_AdAnalyticsByCreativeInit): + name = "adanalyticsbycreative_third" + + def get_unencoded_params(self, context: Context) -> dict: + """Return a dictionary of unencoded params. + + Args: + context: The stream context. + + Returns: + A dictionary of URL query parameters. + """ + return { + **super().get_unencoded_params(context), + # Overwrite fields with this column subset + "fields": self.adanalyticscolumns[3], + } + + +class AdAnalyticsByCreativeStream(_AdAnalyticsByCreativeInit): + """https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads-reporting/ads-reporting#analytics-finder.""" + + name = "ad_analytics_by_creative" + + def get_unencoded_params(self, context: Context) -> dict: + """Return a dictionary of unencoded params. + + Args: + context: The stream context. + + Returns: + A dictionary of URL query parameters. + """ + return { + **super().get_unencoded_params(context), + # Overwrite fields with this column subset + "fields": self.adanalyticscolumns[1], + } + + def get_records(self, context: dict | None) -> t.Iterable[dict[str, t.Any]]: + """Return a dictionary of records from adAnalytics classes. + + Combines request columns from multiple calls to the api, which are limited to 20 + columns each. + + Uses `merge_dicts` to combine responses from each class + super().get_records calls only the records from adAnalyticsByCreative class + zip() Iterates over the records of adAnalytics classes and merges them with + merge_dicts() function list() converts each stream context into lists + + Args: + context: The stream context. + + Returns: + A dictionary of records given from adAnalytics streams + """ + adanalyticsinit_stream = _AdAnalyticsByCreativeInit( + self._tap, + schema={"properties": {}}, + ) + adanalyticsecond_stream = _AdAnalyticsByCreativeSecond( + self._tap, + schema={"properties": {}}, + ) + adanalyticsthird_stream = _AdAnalyticsByCreativeThird( + self._tap, + schema={"properties": {}}, + ) + return [ + self.merge_dicts(x, y, z, p) + for x, y, z, p in zip( + list(adanalyticsinit_stream.get_records(context)), + list(super().get_records(context)), + list(adanalyticsecond_stream.get_records(context)), + list(adanalyticsthird_stream.get_records(context)), + ) + ] diff --git a/tap_linkedin_ads/streams/base_stream.py b/tap_linkedin_ads/streams/base_stream.py new file mode 100644 index 0000000..49921e8 --- /dev/null +++ b/tap_linkedin_ads/streams/base_stream.py @@ -0,0 +1,163 @@ +"""REST client handling, including LinkedInAdsStream base class.""" + +from __future__ import annotations + +import typing as t +from functools import cached_property + +from singer_sdk import metrics +from singer_sdk.authenticators import BearerTokenAuthenticator +from singer_sdk.helpers.jsonpath import extract_jsonpath +from singer_sdk.pagination import BaseAPIPaginator # noqa: TCH002 # noqa: TCH002 +from singer_sdk.streams import RESTStream + +from tap_linkedin_ads.auth import LinkedInAdsOAuthAuthenticator + +if t.TYPE_CHECKING: + import requests + from singer_sdk.helpers.types import Auth, Context + + +class LinkedInAdsStreamBase(RESTStream): + """LinkedInAds stream class.""" + + # Update this value if necessary or override `parse_response`. + records_jsonpath = "$.elements[*]" + path = "/adAccounts" + + # Update this value if necessary or override `get_new_paginator`. + next_page_token_jsonpath = "$.metadata.nextPageToken" # noqa: S105 + + @property + def url_base(self) -> str: + """Return the API URL root, configurable via tap settings.""" + return "https://api.linkedin.com/rest" + + @cached_property + def authenticator(self) -> Auth: + """Return a new authenticator object. + + Returns: + An authenticator instance. + """ + if "oauth_credentials" in self.config: + return LinkedInAdsOAuthAuthenticator.create_for_stream(self) + return BearerTokenAuthenticator.create_for_stream( + self, + token=self.config["access_token"], + ) + + @property + def http_headers(self) -> dict: + """Return the http headers needed. + + Returns: + A dictionary of HTTP headers. + """ + headers = {} + if "user_agent" in self.config: + headers["User-Agent"] = self.config["user_agent"] + headers["LinkedIn-Version"] = "202404" + headers["Content-Type"] = "application/json" + headers["X-Restli-Protocol-Version"] = "2.0.0" + + return headers + + def get_new_paginator(self) -> BaseAPIPaginator: + """Get the paginator.""" + return super().get_new_paginator() + + def get_url_params( + self, + context: Context | None, # noqa: ARG002 + next_page_token: t.Any | None, # noqa: ANN401 + ) -> dict[str, t.Any]: + """Return a dictionary of values to be used in URL parameterization. + + Args: + context: The stream context. + next_page_token: The next page index or value. + + Returns: + A dictionary of URL query parameters. + """ + params: dict = {} + if next_page_token: + params["pageToken"] = next_page_token + return params + + def parse_response(self, response: requests.Response) -> t.Iterable[dict]: + """Parse the response and return an iterator of result records. + + Args: + response: The HTTP ``requests.Response`` object. + + Yields: + Each record from the source. + """ + yield from extract_jsonpath(self.records_jsonpath, input=response.json()) + + def get_unencoded_params(self, context: Context) -> dict: # noqa: ARG002 + """Return a dictionary of unencoded params. + + Args: + context: The stream context. + + Returns: + A dictionary of URL query parameters. + """ + return {} + + def request_records(self, context: Context | None) -> t.Iterable[dict]: + """Request records from REST endpoint(s), returning response records. + + If pagination is detected, pages will be recursed automatically. + + Args: + context: Stream partition or context dictionary. + + Yields: + An item for every record in the response. + """ + paginator = self.get_new_paginator() + decorated_request = self.request_decorator(self._request) + pages = 0 + + with metrics.http_request_counter(self.name, self.path) as request_counter: + request_counter.context = context + + while not paginator.finished: + prepared_request = self.prepare_request( + context, + next_page_token=paginator.current_value, + ) + # Patch to add unencoded params to the path and url + if self.get_unencoded_params(context): + prepared_request.url = ( + prepared_request.url + + "&" + + "&".join( + [ + f"{k}={v}" + for k, v in self.get_unencoded_params(context).items() + ], + ) + ) + resp = decorated_request(prepared_request, context) + request_counter.increment() + self.update_sync_costs(prepared_request, resp, context) + records = iter(self.parse_response(resp)) + try: + first_record = next(records) + except StopIteration: + self.logger.info( + "Pagination stopped after %d pages because no records were " + "found in the last response", + pages, + ) + break + yield first_record + yield from records + pages += 1 + + paginator.advance(resp) diff --git a/tap_linkedin_ads/streams/streams.py b/tap_linkedin_ads/streams/streams.py new file mode 100644 index 0000000..ce9d546 --- /dev/null +++ b/tap_linkedin_ads/streams/streams.py @@ -0,0 +1,820 @@ +"""Stream type classes for tap-linkedin-ads.""" + +from __future__ import annotations + +import typing as t +from datetime import datetime, timezone +from importlib import resources + +from singer_sdk.typing import ( + ArrayType, + BooleanType, + DateTimeType, + IntegerType, + ObjectType, + PropertiesList, + Property, + StringType, +) + +from tap_linkedin_ads.streams.base_stream import LinkedInAdsStreamBase + +if t.TYPE_CHECKING: + from singer_sdk.helpers.types import Context +from singer_sdk.streams.core import REPLICATION_INCREMENTAL + +SCHEMAS_DIR = resources.files(__package__) / "schemas" +UTC = timezone.utc + + +class LinkedInAdsStream(LinkedInAdsStreamBase): + """LinkedInAds stream class.""" + + replication_key = "last_modified_time" + # Note: manually filtering in post_process since the API doesnt have filter options + replication_method = REPLICATION_INCREMENTAL + + def post_process(self, row: dict, context: dict | None = None) -> dict | None: + """Post-process each record returned by the API.""" + if "changeAuditStamps" in row: + created_time = ( + row.get("changeAuditStamps", {}).get("created", {}).get("time") + ) + last_modified_time = ( + row.get("changeAuditStamps", {}).get("lastModified", {}).get("time") + ) + row["created_time"] = datetime.fromtimestamp( + int(created_time) / 1000, + tz=UTC, + ).isoformat() + row["last_modified_time"] = datetime.fromtimestamp( + int(last_modified_time) / 1000, + tz=UTC, + ).isoformat() + elif "createdAt" in row: + row["created_time"] = datetime.fromtimestamp( + int(row["createdAt"]) / 1000, + tz=UTC, + ).isoformat() + row["last_modified_time"] = datetime.fromtimestamp( + int(row["lastModifiedAt"]) / 1000, + tz=UTC, + ).isoformat() + else: + msg = "No changeAuditStamps or createdAt/lastModifiedAt fields found" + raise Exception(msg) # noqa: TRY002 + # Manual date filtering + date = datetime.fromisoformat(row["last_modified_time"]) + start_date = self.get_starting_timestamp(context) + end_date = datetime.fromisoformat(self.config["end_date"]).replace( + tzinfo=timezone.utc + ) + if date >= start_date and date <= end_date: + return super().post_process(row, context) + return None + + +class AccountsStream(LinkedInAdsStream): + """https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads/account-structure/create-and-manage-accounts#search-for-accounts.""" + + name = "accounts" + primary_keys: t.ClassVar[list[str]] = ["id"] + + schema = PropertiesList( + Property( + "changeAuditStamps", + ObjectType( + Property( + "created", + ObjectType( + Property("time", IntegerType), + additional_properties=False, + ), + ), + Property( + "lastModified", + ObjectType( + Property("time", IntegerType), + additional_properties=False, + ), + ), + ), + ), + Property("created_time", DateTimeType), + Property("last_modified_time", DateTimeType), + Property("currency", StringType), + Property("id", IntegerType), + Property("name", StringType), + Property("notifiedOnCampaignOptimization", BooleanType), + Property("notifiedOnCreativeApproval", BooleanType), + Property("notifiedOnCreativeRejection", BooleanType), + Property("notifiedOnEndOfCampaign", BooleanType), + Property("notifiedOnNewFeaturesEnabled", BooleanType), + Property("reference", StringType), + Property("reference_organization_id", IntegerType), + Property("reference_person_id", StringType), + Property("servingStatuses", ArrayType(Property("items", StringType))), + Property("status", StringType), + Property( + "total_budget", + ObjectType( + Property("amount", StringType), + Property("currency_code", StringType), + additional_properties=False, + ), + ), + Property("total_budget_ends_at", StringType), + Property("type", StringType), + Property("test", BooleanType), + Property( + "version", + ObjectType(Property("versionTag", StringType), additional_properties=False), + ), + ).to_dict() + + def get_child_context(self, record: dict, context: dict | None) -> dict: # noqa: ARG002 + """Return a context dictionary for a child stream.""" + return { + "account_id": record["id"], + "owner_urn": record["reference"], + } + + def get_url_params( + self, + context: dict | None, + next_page_token: t.Any | None, # noqa: ANN401 + ) -> dict[str, t.Any]: + """Return a dictionary of values to be used in URL parameterization. + + Args: + context: The stream context. + next_page_token: The next page index or value. + + Returns: + A dictionary of URL query parameters. + """ + return { + "q": "search", + "sortOrder": "ASCENDING", + **super().get_url_params(context, next_page_token), + } + + +class AccountUsersStream(LinkedInAdsStream): + """https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads/account-structure/create-and-manage-account-users#find-ad-account-users-by-accounts.""" + + name = "account_users" + parent_stream_type = AccountsStream + primary_keys: t.ClassVar[list[str]] = ["account"] + path = "/adAccountUsers" + + schema = PropertiesList( + Property("account", StringType), + Property("campaign_contact", BooleanType), + Property("account_id", IntegerType), + Property( + "changeAuditStamps", + ObjectType( + Property( + "created", + ObjectType( + Property("time", IntegerType), + additional_properties=False, + ), + ), + Property( + "lastModified", + ObjectType( + Property("time", IntegerType), + additional_properties=False, + ), + ), + ), + ), + Property("created_time", DateTimeType), + Property("last_modified_time", DateTimeType), + Property("role", StringType), + Property("user", StringType), + Property("user_person_id", StringType), + ).to_dict() + + def get_url_params( + self, + context: dict | None, + next_page_token: t.Any | None, # noqa: ANN401 + ) -> dict[str, t.Any]: + """Return a dictionary of values to be used in URL parameterization. + + Args: + context: The stream context. + next_page_token: The next page index or value. + + Returns: + A dictionary of URL query parameters. + """ + return { + "q": "accounts", + **super().get_url_params(context, next_page_token), + } + + def get_unencoded_params(self, context: Context) -> dict: + """Return a dictionary of unencoded params. + + Args: + context: The stream context. + + Returns: + A dictionary of URL query parameters. + """ + return { + "accounts": f"urn:li:sponsoredAccount:{context['account_id']}", + } + + +class CampaignsStream(LinkedInAdsStream): + """https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads/account-structure/create-and-manage-campaigns#search-for-campaigns.""" + + name = "campaigns" + primary_keys: t.ClassVar[list[str]] = ["id"] + parent_stream_type = AccountsStream + next_page_token_jsonpath = ( + "$.metadata.nextPageToken" # Or override `get_next_page_token`. # noqa: S105 + ) + schema = PropertiesList( + Property("storyDeliveryEnabled", BooleanType), + Property( + "targeting", + ObjectType( + Property( + "created", + ObjectType( + Property( + "included_targeting_facets", + ArrayType( + Property( + "items", + ObjectType( + Property("type", StringType), + Property( + "values", + ArrayType(Property("items", StringType)), + ), + additional_properties=False, + ), + ), + ), + ), + Property( + "excluded_targeting_facets", + ArrayType( + Property( + "items", + ObjectType( + Property("type", StringType), + Property( + "values", + ArrayType(Property("items", StringType)), + ), + additional_properties=False, + ), + ), + ), + ), + ), + ), + ), + ), + Property( + "targetingCriteria", + ObjectType( + Property( + "include", + ObjectType( + Property( + "and", + ArrayType( + ObjectType( + Property( + "or", + ObjectType( + Property( + "urn:li:adTargetingFacet", + ArrayType( + Property( + "urn:li:title", + StringType, + ), + ), + ), + Property( + "urn:li:adTargetingFacet", + ArrayType( + Property("urn:li:geo", StringType), + ), + ), + Property( + "urn:li:adTargetingFacet", + ArrayType( + Property( + "urn:li:adSlotSize", + StringType, + ), + ), + ), + additional_properties=False, + ), + ), + ), + ), + ), + ), + ), + Property( + "exclude", + ObjectType( + Property( + "or", + ObjectType( + Property( + "urn:li:ad_targeting_facet:titles", + ArrayType( + Property("items", StringType), + ), + ), + Property( + "urn:li:ad_targeting_facet:staff_count_ranges", + ArrayType( + Property("items", StringType), + ), + ), + Property( + "urn:li:ad_targeting_facet:followed_companies", + ArrayType( + Property("items", StringType), + ), + ), + Property( + "urn:li:ad_targeting_facet:seniorities", + ArrayType( + Property("items", StringType), + ), + ), + ), + ), + ), + ), + ), + ), + Property("servingStatuses", ArrayType(Property("items", StringType))), + Property( + "totalBudget", + ObjectType( + Property("amount", StringType), + Property("currencyCode", StringType), + additional_properties=False, + ), + ), + Property("version_tag", StringType), + Property( + "locale", + ObjectType( + Property("country", StringType), + Property("language", StringType), + additional_properties=False, + ), + ), + Property( + "version", + ObjectType(Property("versionTag", StringType), additional_properties=False), + ), + Property("associatedEntity", StringType), + Property("associated_entity_organization_id", IntegerType), + Property("associated_entity_person_id", IntegerType), + Property( + "runSchedule", + ObjectType( + Property("start", IntegerType), + Property("end", IntegerType), + additional_properties=False, + ), + ), + Property("optimizationTargetType", StringType), + Property( + "changeAuditStamps", + ObjectType( + Property( + "created", + ObjectType( + Property("time", IntegerType), + additional_properties=False, + ), + ), + Property( + "lastModified", + ObjectType( + Property("time", IntegerType), + additional_properties=False, + ), + ), + ), + ), + Property("campaignGroup", StringType), + Property("campaign_group_id", IntegerType), + Property( + "dailyBudget", + ObjectType( + Property("amount", StringType), + Property("currencyCode", StringType), + additional_properties=False, + ), + ), + Property( + "unitCost", + ObjectType( + Property("amount", StringType), + Property("currencyCode", StringType), + additional_properties=False, + ), + ), + Property("creativeSelection", StringType), + Property("costType", StringType), + Property("name", StringType), + Property("objectiveType", StringType), + Property("offsiteDeliveryEnabled", BooleanType), + Property( + "offsitePreferences", + ObjectType( + Property( + "iabCategories", + ObjectType( + Property( + "exclude", + ArrayType( + Property("items", StringType), + ), + ), + Property( + "include", + ArrayType(Property("items", StringType)), + ), + ), + ), + Property( + "publisherRestrictionFiles", + ObjectType( + Property( + "exclude", + ArrayType(Property("items", StringType)), + ), + ), + ), + ), + ), + Property("id", IntegerType), + Property("audienceExpansionEnabled", BooleanType), + Property("test", BooleanType), + Property("format", StringType), + Property("pacingStrategy", StringType), + Property("account", StringType), + Property("account_id", IntegerType), + Property("status", StringType), + Property("type", StringType), + Property("storyDeliveryEnabled", BooleanType), + Property("created_time", DateTimeType), + Property("last_modified_time", DateTimeType), + Property("run_schedule_start", DateTimeType), + Property("run_schedule_end", StringType), + ).to_dict() + + def get_url(self, context: dict | None) -> str: + """Get stream entity URL. + + Developers override this method to perform dynamic URL generation. + + Args: + context: Stream partition or context dictionary. + + Returns: + A URL, optionally targeted to a specific partition or context. + """ + if not context: + msg = "Context is required for this stream" + raise ValueError(msg) + return super().get_url(context) + f'/{context["account_id"]}/adCampaigns' + + def get_url_params( + self, + context: dict | None, + next_page_token: t.Any | None, # noqa: ANN401 + ) -> dict[str, t.Any]: + """Return a dictionary of values to be used in URL parameterization. + + Args: + context: The stream context. + next_page_token: The next page index or value. + + Returns: + A dictionary of URL query parameters. + """ + return { + "q": "search", + "sortOrder": "ASCENDING", + **super().get_url_params(context, next_page_token), + } + + def get_unencoded_params(self, context: Context) -> dict: # noqa: ARG002 + """Return a dictionary of unencoded params. + + Args: + context: The stream context. + + Returns: + A dictionary of URL query parameters. + """ + return { + "search": ( + "(status:(values:List(ACTIVE,PAUSED,ARCHIVED,COMPLETED," + "CANCELED,DRAFT,PENDING_DELETION,REMOVED)))" + ) + } + + def get_child_context(self, record: dict, context: dict | None) -> dict: # noqa: ARG002 + """Return a context dictionary for a child stream.""" + return { + "campaign_id": record["id"], + } + + def post_process(self, row: dict, context: dict | None = None) -> dict | None: + """Post-process each record returned by the API.""" + row["run_schedule_start"] = datetime.fromtimestamp( # noqa: DTZ006 + int(row["runSchedule"]["start"]) / 1000, + ).isoformat() + row["campaign_group_id"] = int(row["campaignGroup"].split(":")[3]) + return super().post_process(row, context) + + +class CampaignGroupsStream(LinkedInAdsStream): + """https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads/account-structure/create-and-manage-campaign-groups#search-for-campaign-groups.""" + + name = "campaign_groups" + parent_stream_type = AccountsStream + primary_keys: t.ClassVar[list[str]] = ["id"] + + schema = PropertiesList( + Property( + "runSchedule", + ObjectType(Property("start", IntegerType), Property("end", IntegerType)), + ), + Property( + "changeAuditStamps", + ObjectType( + Property( + "created", + ObjectType( + Property("time", IntegerType), + additional_properties=False, + ), + ), + Property( + "lastModified", + ObjectType( + Property("time", IntegerType), + additional_properties=False, + ), + ), + ), + ), + Property("created_time", DateTimeType), + Property("last_modified_time", DateTimeType), + Property("name", StringType), + Property("servingStatuses", ArrayType(StringType)), + Property("backfilled", BooleanType), + Property("id", IntegerType), + Property("account", StringType), + Property("account_id", IntegerType), + Property("status", StringType), + Property( + "total_budget", + ObjectType( + Property("currency_code", StringType), + Property("amount", StringType), + ), + ), + Property("test", BooleanType), + Property("allowed_campaign_types", ArrayType(StringType)), + Property("run_schedule_start", DateTimeType), + Property("run_schedule_end", StringType), + ).to_dict() + + def get_url(self, context: dict | None) -> str: + """Get stream entity URL. + + Developers override this method to perform dynamic URL generation. + + Args: + context: Stream partition or context dictionary. + + Returns: + A URL, optionally targeted to a specific partition or context. + """ + if not context: + msg = "Context is required for this stream" + raise ValueError(msg) + return super().get_url(context) + f'/{context["account_id"]}/adCampaignGroups' + + def get_url_params( + self, + context: dict | None, + next_page_token: t.Any | None, # noqa: ANN401 + ) -> dict[str, t.Any]: + """Return a dictionary of values to be used in URL parameterization. + + Args: + context: The stream context. + next_page_token: The next page index or value. + + Returns: + A dictionary of URL query parameters. + """ + return { + "q": "search", + "sortOrder": "ASCENDING", + **super().get_url_params(context, next_page_token), + } + + def get_unencoded_params(self, context: Context) -> dict: # noqa: ARG002 + """Return a dictionary of unencoded params. + + Args: + context: The stream context. + + Returns: + A dictionary of URL query parameters. + """ + return { + "search": ( + "(status:(values:List(ACTIVE,ARCHIVED,CANCELED,DRAFT,PAUSED," + "PENDING_DELETION,REMOVED)))" + ) + } + + def post_process(self, row: dict, context: dict | None = None) -> dict | None: + """Post-process each record returned by the API.""" + row["run_schedule_start"] = datetime.fromtimestamp( # noqa: DTZ006 + int(row["runSchedule"]["start"]) / 1000, + ).isoformat() + return super().post_process(row, context) + + +class CreativesStream(LinkedInAdsStream): + """https://learn.microsoft.com/en-us/linkedin/marketing/integrations/ads/account-structure/create-and-manage-creatives?view=li-lms-2023-05&tabs=http%2Chttp-update-a-creative#search-for-creatives.""" + + name = "creatives" + parent_stream_type = AccountsStream + primary_keys: t.ClassVar[list[str]] = ["id"] + + schema = PropertiesList( + Property("account", StringType), + Property("account_id", IntegerType), + Property("campaign", StringType), + Property("campaign_id", StringType), + Property( + "content", + ObjectType( + Property( + "spotlight", + ObjectType( + Property("showMemberProfilePhoto", BooleanType), + Property("organizationName", StringType), + Property("landingPage", StringType), + Property("description", StringType), + Property("logo", StringType), + Property("headline", StringType), + Property("callToAction", StringType), + additional_properties=False, + ), + ), + ), + ), + Property("createdAt", IntegerType), + Property("created_time", DateTimeType), + Property("last_modified_time", DateTimeType), + Property("createdBy", StringType), + Property("lastModifiedAt", IntegerType), + Property("lastModifiedBy", StringType), + Property("id", StringType), + Property("intendedStatus", StringType), + Property("isServing", BooleanType), + Property("isTest", BooleanType), + Property("servingHoldReasons", ArrayType(Property("items", StringType))), + ).to_dict() + + def get_url(self, context: dict | None) -> str: + """Get stream entity URL. + + Developers override this method to perform dynamic URL generation. + + Args: + context: Stream partition or context dictionary. + + Returns: + A URL, optionally targeted to a specific partition or context. + """ + if not context: + msg = "Context is required for this stream" + raise ValueError(msg) + return super().get_url(context) + f'/{context["account_id"]}/creatives' + + def get_url_params( + self, + context: dict | None, + next_page_token: t.Any | None, # noqa: ANN401 + ) -> dict[str, t.Any]: + """Return a dictionary of values to be used in URL parameterization. + + Args: + context: The stream context. + next_page_token: The next page index or value. + + Returns: + A dictionary of URL query parameters. + """ + return { + "q": "criteria", + **super().get_url_params(context, next_page_token), + } + + def get_child_context(self, record: dict, context: dict | None) -> dict: # noqa: ARG002 + """Return a context dictionary for a child stream.""" + creative_id = record["id"].split(":")[-1] + return { + "creative_id": creative_id, + } + + +class VideoAdsStream(LinkedInAdsStream): + """https://docs.microsoft.com/en-us/linkedin/marketing/integrations/ads/advertising-targeting/create-and-manage-video#finders.""" + + name = "video_ads" + path = "/adDirectSponsoredContents" + parent_stream_type = AccountsStream + + schema = PropertiesList( + Property("account", StringType), + Property("account_id", IntegerType), + Property( + "changeAuditStamps", + ObjectType( + Property( + "created", + ObjectType( + Property("time", IntegerType), + additional_properties=False, + ), + ), + Property( + "lastModified", + ObjectType( + Property("time", IntegerType), + additional_properties=False, + ), + ), + ), + ), + Property("created_time", DateTimeType), + Property("last_modified_time", DateTimeType), + Property("content_reference", StringType), + Property("content_reference_ucg_post_id", IntegerType), + Property("content_reference_share_id", IntegerType), + Property("name", StringType), + Property("type", StringType), + ).to_dict() + + @property + def url_base(self) -> str: + """Return the API URL root, configurable via tap settings.""" + return "https://api.linkedin.com/v2" + + def get_url_params( + self, + context: dict | None, + next_page_token: t.Any | None, # noqa: ANN401 + ) -> dict[str, t.Any]: + """Return a dictionary of values to be used in URL parameterization. + + Args: + context: The stream context. + next_page_token: The next page index or value. + + Returns: + A dictionary of URL query parameters. + """ + if not context: + msg = "Context is required for this stream" + raise ValueError(msg) + return { + "q": "account", + "account": f"urn:li:sponsoredAccount:{context['account_id']}", + "owner": context["owner_urn"], + **super().get_url_params(context, next_page_token), + } diff --git a/tap_linkedin_ads/tap.py b/tap_linkedin_ads/tap.py index 35918ed..3a5e3f1 100644 --- a/tap_linkedin_ads/tap.py +++ b/tap_linkedin_ads/tap.py @@ -3,21 +3,23 @@ from __future__ import annotations import datetime -import typing as t from singer_sdk import Tap from singer_sdk import typing as th # JSON schema typing helpers -from tap_linkedin_ads import streams - -if t.TYPE_CHECKING: - from tap_linkedin_ads.streams import LinkedInAdsStream +from tap_linkedin_ads.streams import streams +from tap_linkedin_ads.streams.ad_analytics.ad_analytics_by_campaign import ( + AdAnalyticsByCampaignStream, +) +from tap_linkedin_ads.streams.ad_analytics.ad_analytics_by_creative import ( + AdAnalyticsByCreativeStream, +) NOW = datetime.datetime.now(tz=datetime.timezone.utc) class TapLinkedInAds(Tap): - """Singer tap for extracting data from the LinkedIn Ads Marketing API.""" + """LinkedInAds tap class.""" name = "tap-linkedin-ads" @@ -71,53 +73,23 @@ class TapLinkedInAds(Tap): default="tap-linkedin-ads ", description="API ID", ), - th.Property( - "accounts", - th.StringType, - required=True, - description="LinkedInAds Account ID", - ), - th.Property( - "campaign", - th.StringType, - required=True, - description="LinkedInAds Campaign ID", - ), - th.Property( - "owner", - th.StringType, - required=True, - description="LinkedInAds Owner ID", - ), - th.Property( - "campaign_group", - th.StringType, - required=True, - description="LinkedInAds Campaign Group ID. Used for the campaign_group stream", - ), - th.Property( - "creative", - th.StringType, - required=True, - description="LinkedInAds Creative ID. Used for the creative stream", - ), ).to_dict() - def discover_streams(self) -> list[LinkedInAdsStream]: + def discover_streams(self) -> list[streams.LinkedInAdsStream]: """Return a list of discovered streams. Returns: A list of discovered streams. """ return [ - streams.Accounts(self), - streams.VideoAds(self), - streams.AccountUsers(self), - streams.Creatives(self), - streams.Campaigns(self), - streams.CampaignGroups(self), - streams.AdAnalyticsByCampaign(self), - streams.AdAnalyticsByCreative(self), + streams.AccountsStream(self), + streams.AccountUsersStream(self), + AdAnalyticsByCampaignStream(self), + AdAnalyticsByCreativeStream(self), + streams.CampaignsStream(self), + streams.CampaignGroupsStream(self), + streams.CreativesStream(self), + streams.VideoAdsStream(self), ] diff --git a/tests/conftest.py b/tests/conftest.py deleted file mode 100644 index 4133230..0000000 --- a/tests/conftest.py +++ /dev/null @@ -1,4 +0,0 @@ -"""Test Configuration.""" -from __future__ import annotations - -pytest_plugins = ("singer_sdk.testing.pytest_plugin",) diff --git a/tests/test_core.py b/tests/test_core.py index a84cc54..fd4b209 100644 --- a/tests/test_core.py +++ b/tests/test_core.py @@ -1,19 +1,18 @@ """Tests standard tap features using the built-in SDK tests library.""" -from __future__ import annotations -from singer_sdk.testing import SuiteConfig, get_tap_test_class +import datetime + +from singer_sdk.testing import get_tap_test_class from tap_linkedin_ads.tap import TapLinkedInAds SAMPLE_CONFIG = { - "start_date": "2023-01-01T00:00:00Z", + "start_date": datetime.datetime.now(datetime.timezone.utc).strftime("%Y-%m-%d"), } +# Run standard built-in tap tests from the SDK: TestTapLinkedInAds = get_tap_test_class( - TapLinkedInAds, + tap_class=TapLinkedInAds, config=SAMPLE_CONFIG, - suite_config=SuiteConfig( - ignore_no_records_for_streams=["video_ads"], - ), ) diff --git a/tox.ini b/tox.ini index ec6b287..90c122a 100644 --- a/tox.ini +++ b/tox.ini @@ -1,53 +1,12 @@ # This file can be used to customize tox tests as well as other test frameworks like flake8 and mypy [tox] -envlist = py39 -; envlist = py39 -isolated_build = true +envlist = py3{9,10,11,12,13} +requires = + tox>=4.19 [testenv] -whitelist_externals = poetry - -commands = - poetry install -v - poetry run pytest - poetry run black --check tap_linkedin_ads/ - poetry run flake8 tap_linkedin_ads - poetry run pydocstyle tap_linkedin_ads - poetry run mypy tap_linkedin_ads --exclude='tests' - -[testenv:pytest] -# Run the python tests. -# To execute, run `tox -e pytest` -envlist = py39 -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` +deps = + pytest commands = - poetry install -v - poetry run black tap_linkedin_ads/ - poetry run isort tap_linkedin_ads - -[testenv:lint] -# Raise an error if lint and style standards are not met. -# To execute, run `tox -e lint` -commands = - poetry install -v - - poetry run black --check --diff tap_linkedin_ads/ - - poetry run isort --check tap_linkedin_ads - - poetry run flake8 tap_linkedin_ads - - poetry run pydocstyle tap_linkedin_ads - # refer to mypy.ini for specific settings - - poetry run mypy tap_linkedin_ads --exclude='tests' - -[flake8] -ignore = W503 -max-line-length = 88 -max-complexity = 10 - -[pydocstyle] -ignore = D105,D203,D213 + pytest {posargs}