diff --git a/.github/ISSUE_TEMPLATE/bug.yml b/.github/ISSUE_TEMPLATE/bug.yml index f32660170..61a0e143a 100644 --- a/.github/ISSUE_TEMPLATE/bug.yml +++ b/.github/ISSUE_TEMPLATE/bug.yml @@ -1,7 +1,9 @@ name: Bug Report description: File a bug report title: "bug: " -labels: ["kind/Bug", "valuestream/SDK"] +type: Bug +assignees: + - edgarrmondragon body: - type: markdown @@ -29,13 +31,12 @@ body: label: Python Version description: Version of Python you are using options: + - "NA" - "3.12" - "3.11" - "3.10" - "3.9" - - "3.8" - - "3.7 or earlier" - - "NA" + - "3.8 or earlier" validations: required: true - type: dropdown @@ -60,7 +61,7 @@ body: description: What operating system you are using placeholder: "Windows" validations: - required: true + required: false - type: textarea id: what-happened attributes: diff --git a/.github/ISSUE_TEMPLATE/docs.yml b/.github/ISSUE_TEMPLATE/docs.yml index ca0d9c673..de84539e0 100644 --- a/.github/ISSUE_TEMPLATE/docs.yml +++ b/.github/ISSUE_TEMPLATE/docs.yml @@ -2,6 +2,8 @@ name: Documentation change description: Request a documentation change title: "docs: <title>" labels: ["Documentation", "valuestream/SDK"] +assignees: + - edgarrmondragon body: - type: markdown diff --git a/.github/ISSUE_TEMPLATE/feature.yml b/.github/ISSUE_TEMPLATE/feature.yml index a5afd5974..4715db963 100644 --- a/.github/ISSUE_TEMPLATE/feature.yml +++ b/.github/ISSUE_TEMPLATE/feature.yml @@ -2,8 +2,9 @@ name: Feature request description: Request a new feature title: "feat: <title>" labels: ["kind/Feature", "valuestream/SDK"] +type: Enhancement assignees: - - meltano/engineering + - edgarrmondragon body: - type: markdown @@ -16,7 +17,8 @@ body: label: Feature scope description: Functionality this new feature would impact options: - - Taps (catalog, state, stream maps, tests, etc.) + - Taps (catalog, state, tests, etc.) + - Inline mapping (stream maps, flattening, etc.) - Targets (data type handling, batching, SQL object generation, tests, etc.) - Configuration (settings parsing, validation, etc.) - CLI (options, error messages, logging, etc.) diff --git a/.github/workflows/api-changes.yml b/.github/workflows/api-changes.yml index c758517c4..9cbae5843 100644 --- a/.github/workflows/api-changes.yml +++ b/.github/workflows/api-changes.yml @@ -38,7 +38,6 @@ jobs: run: | python -Im pip install -U pip pipx install griffe nox - pipx inject nox nox-poetry pipx list - name: Set REF diff --git a/.github/workflows/constraints.txt b/.github/workflows/constraints.txt index 4dfd4edc8..3ed7c243a 100644 --- a/.github/workflows/constraints.txt +++ b/.github/workflows/constraints.txt @@ -1,8 +1,5 @@ -griffe==1.3.1 +griffe==1.3.2 pip==24.2 poetry==1.8.3 -poetry-plugin-export==1.8.0 -poetry-dynamic-versioning==1.4.1 -pre-commit==3.8.0 +pre-commit==4.0.0 nox==2024.4.15 -nox-poetry==1.0.3 diff --git a/.github/workflows/cookiecutter-e2e.yml b/.github/workflows/cookiecutter-e2e.yml index 051d21d95..ef2d5e4d5 100644 --- a/.github/workflows/cookiecutter-e2e.yml +++ b/.github/workflows/cookiecutter-e2e.yml @@ -46,9 +46,7 @@ jobs: PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt run: | pipx install poetry - pipx inject poetry poetry-plugin-export poetry --version - poetry self show plugins - uses: actions/setup-python@v5 with: @@ -67,7 +65,6 @@ jobs: PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt run: | pipx install nox - pipx inject nox nox-poetry nox --version - name: Run Nox diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index 2c08df46e..4a61b1508 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -65,7 +65,7 @@ jobs: name: Packages path: dist - name: Publish - uses: pypa/gh-action-pypi-publish@v1.10.2 + uses: pypa/gh-action-pypi-publish@v1.10.3 upload-to-release: name: Upload files to release diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 1613ebc5e..89ab95710 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -61,16 +61,6 @@ jobs: with: fetch-depth: 0 - - name: Install Poetry - env: - PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt - run: | - pipx install poetry - pipx inject poetry poetry-plugin-export - pipx inject poetry poetry-dynamic-versioning[plugin] - poetry --version - poetry self show plugins - - uses: actions/setup-python@v5 with: python-version: ${{ matrix.python-version }} @@ -87,7 +77,6 @@ jobs: PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt run: | pipx install 'nox[uv]' - pipx inject nox nox-poetry nox --version - uses: actions/cache@v4 @@ -126,16 +115,6 @@ jobs: with: fetch-depth: 0 - - name: Install Poetry - env: - PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt - run: | - pipx install poetry - pipx inject poetry poetry-plugin-export - pipx inject poetry poetry-dynamic-versioning[plugin] - poetry --version - poetry self show plugins - - uses: actions/setup-python@v5 with: python-version: ${{ env.NOXPYTHON }} @@ -152,7 +131,6 @@ jobs: PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt run: | pipx install 'nox[uv]' - pipx inject nox nox-poetry nox --version - name: Run Nox @@ -167,16 +145,6 @@ jobs: NOXSESSION: coverage steps: - uses: actions/checkout@v4 - - - name: Install Poetry - env: - PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt - run: | - pipx install poetry - pipx inject poetry poetry-plugin-export - poetry --version - poetry self show plugins - - uses: actions/setup-python@v5 with: python-version: '3.12' @@ -198,7 +166,6 @@ jobs: PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt run: | pipx install 'nox[uv]' - pipx inject nox nox-poetry nox --version - run: nox --install-only diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 4acaba7b9..18f9fecda 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -5,7 +5,7 @@ ci: repos: - repo: https://github.com/pre-commit/pre-commit-hooks - rev: v4.6.0 + rev: v5.0.0 hooks: - id: check-json exclude: | @@ -35,12 +35,6 @@ repos: tests/snapshots/.* )$ - id: trailing-whitespace - exclude: | - (?x)^( - .bumpversion.cfg| - singer_sdk/helpers/_simpleeval.py| - tests/core/test_simpleeval.py - )$ - repo: https://github.com/python-jsonschema/check-jsonschema rev: 0.29.3 @@ -50,7 +44,7 @@ repos: - id: check-readthedocs - repo: https://github.com/astral-sh/ruff-pre-commit - rev: v0.6.8 + rev: v0.6.9 hooks: - id: ruff args: [--fix, --exit-non-zero-on-fix, --show-fixes] diff --git a/.readthedocs.yml b/.readthedocs.yml index 3b35af1b7..19438e79e 100644 --- a/.readthedocs.yml +++ b/.readthedocs.yml @@ -1,7 +1,7 @@ version: 2 build: - os: ubuntu-22.04 + os: ubuntu-24.04 tools: python: "3.12" diff --git a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/{{cookiecutter.library_name}}/mapper.py b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/{{cookiecutter.library_name}}/mapper.py index 8e6ea991e..af6406201 100644 --- a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/{{cookiecutter.library_name}}/mapper.py +++ b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/{{cookiecutter.library_name}}/mapper.py @@ -23,6 +23,7 @@ class {{ cookiecutter.name }}Mapper(InlineMapper): th.Property( "example_config", th.StringType, + title="Example Configuration", description="An example config, replace or remove based on your needs.", ), ).to_dict() diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/tap.py b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/tap.py index 74c8927e9..3fbd58a43 100644 --- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/tap.py +++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/tap.py @@ -31,12 +31,14 @@ class Tap{{ cookiecutter.source_name }}({{ 'SQL' if cookiecutter.stream_type == th.StringType, required=True, secret=True, # Flag config as protected. + title="Auth Token", description="The token to authenticate against the API service", ), th.Property( "project_ids", th.ArrayType(th.StringType), required=True, + title="Project IDs", description="Project IDs to replicate", ), th.Property( @@ -47,6 +49,7 @@ class Tap{{ cookiecutter.source_name }}({{ 'SQL' if cookiecutter.stream_type == th.Property( "api_url", th.StringType, + title="API URL", default="https://api.mysample.com", description="The url for the API service", ), diff --git a/cookiecutter/target-template/{{cookiecutter.target_id}}/{{cookiecutter.library_name}}/target.py b/cookiecutter/target-template/{{cookiecutter.target_id}}/{{cookiecutter.library_name}}/target.py index f28bb4e94..e66a10eae 100644 --- a/cookiecutter/target-template/{{cookiecutter.target_id}}/{{cookiecutter.library_name}}/target.py +++ b/cookiecutter/target-template/{{cookiecutter.target_id}}/{{cookiecutter.library_name}}/target.py @@ -23,23 +23,27 @@ class Target{{ cookiecutter.destination_name }}({{ target_class }}): "sqlalchemy_url", th.StringType, secret=True, # Flag config as protected. + title="SQLAlchemy URL", description="SQLAlchemy connection string", ), {%- else %} th.Property( "filepath", th.StringType, + title="Output File Path", description="The path to the target output file", ), th.Property( "file_naming_scheme", th.StringType, + title="File Naming Scheme", description="The scheme with which output files will be named", ), th.Property( "auth_token", th.StringType, secret=True, # Flag config as protected. + title="Auth Token", description="The path to the target output file", ), {%- endif %} diff --git a/docs/CONTRIBUTING.md b/docs/CONTRIBUTING.md index d147d775a..29a5eee82 100644 --- a/docs/CONTRIBUTING.md +++ b/docs/CONTRIBUTING.md @@ -30,7 +30,6 @@ With `pipx` installed, you globally add the required tools: pipx install poetry pipx install pre-commit pipx install nox -pipx inject nox nox-poetry ``` Now you can use Poetry to install package dependencies: diff --git a/docs/guides/config-schema.md b/docs/guides/config-schema.md index e5aad4378..d4ea1d16b 100644 --- a/docs/guides/config-schema.md +++ b/docs/guides/config-schema.md @@ -15,9 +15,9 @@ class MyTap(Tap): name = "my-tap" config_jsonschema = th.PropertiesList( - th.Property("api_key", th.StringType, required=True), - th.Property("base_url", th.StringType, default="https://api.example.com"), - th.Property("start_date", th.DateTimeType), + th.Property("api_key", th.StringType, required=True, title="API Key"), + th.Property("base_url", th.StringType, default="https://api.example.com", title="Base URL"), + th.Property("start_date", th.DateTimeType, title="Start Date"), ).to_dict() ``` @@ -29,6 +29,7 @@ Explanation of the configuration schema defined above: - The `th.StringType`, `th.DateTimeType`, etc. helpers are used to define the type of the property. - The `required` attribute is used to mark a property as required. The tap will throw an error if the user does not provide a value for a required property. - The `default` attribute is used to provide a default value for a property. The tap will use this if the user does not provide a value, so this can be accessed in the tap or streams with square bracket syntax, i.e. `self.config["base_url"]`. +- The `title` attribute is used to provide a human-readable title for the property. - The `to_dict()` method is used to convert the JSON object to a Python dictionary. See the full reference for the [typing module](../typing.rst) for more information on how to define a configuration schema. diff --git a/docs/implementation/cli.md b/docs/implementation/cli.md index e4f78c26b..94077fc5d 100644 --- a/docs/implementation/cli.md +++ b/docs/implementation/cli.md @@ -1,5 +1,4 @@ --- -# TODO: this will be supported after MyST-Parser 0.18.0 is released myst: heading_anchors: 4 --- diff --git a/docs/stream_maps.md b/docs/stream_maps.md index e31a9b634..786b0da5a 100644 --- a/docs/stream_maps.md +++ b/docs/stream_maps.md @@ -262,10 +262,19 @@ The `faker` object. The `Faker` class. ::: -:::{versionchanged} TODO +:::{versionchanged} 0.41.0 The `Faker` class was deprecated in favor of instance methods on the `fake` object. ::: +#### Built-in Alias Variable Names + +The following variables are available in the context of the `__alias__` expression: +- `__stream_name__` - the existing stream name + +:::{versionadded} 0.42.0 +The `__stream_name__` variable. +::: + #### Automatic Schema Detection For performance reasons, type detection is performed at runtime using text analysis @@ -640,6 +649,36 @@ stream_maps: Support for stream glob expressions. ::: +### Aliasing two or more streams + +The `__alias__` operation evaluates simple python expressions. + +You can combine this with glob expressions to rename more than one stream: + +````{tab} meltano.yml +```yaml +stream_maps: + "*": + __alias__: "__stream_name__ + '_v2'" +``` +```` + +````{tab} JSON +```json +{ + "stream_maps": { + "*": { + "__alias__": "__stream_name__ + '_v2'" + } + } +} +``` +```` + +:::{versionadded} 0.42.0 +Support for `__alias__` expression evaluation. +::: + ### Understanding Filters' Affects on Parent-Child Streams Nested child streams iterations will be skipped if their parent stream has a record-level diff --git a/noxfile.py b/noxfile.py index a07c953ab..8e7cb5ad0 100644 --- a/noxfile.py +++ b/noxfile.py @@ -7,19 +7,9 @@ import sys import tempfile from pathlib import Path -from textwrap import dedent import nox -try: - from nox_poetry import Session, session -except ImportError: - message = f"""\ - Nox failed to import the 'nox-poetry' package. - Please install it using the following command: - {sys.executable} -m pip install nox-poetry""" - raise SystemExit(dedent(message)) from None - nox.needs_version = ">=2024.4.15" nox.options.default_venv_backend = "uv|virtualenv" @@ -49,8 +39,8 @@ typing_dependencies = poetry_config["group"]["typing"]["dependencies"].keys() -@session(python=main_python_version) -def mypy(session: Session) -> None: +@nox.session(python=main_python_version) +def mypy(session: nox.Session) -> None: """Check types with mypy.""" args = session.posargs or ["singer_sdk"] session.install(".[faker,jwt,parquet,s3,testing]") @@ -60,19 +50,15 @@ def mypy(session: Session) -> None: session.run("mypy", f"--python-executable={sys.executable}", "noxfile.py") -@session(python=python_versions) -def tests(session: Session) -> None: +@nox.session(python=python_versions) +def tests(session: nox.Session) -> None: """Execute pytest tests and compute coverage.""" session.install(".[faker,jwt,parquet,s3]") session.install(*test_dependencies) sqlalchemy_version = os.environ.get("SQLALCHEMY_VERSION") if sqlalchemy_version: - # Bypass nox-poetry use of --constraint so we can install a version of - # SQLAlchemy that doesn't match what's in poetry.lock. - session.poetry.session.install( # type: ignore[attr-defined] - f"sqlalchemy=={sqlalchemy_version}.*", - ) + session.install(f"sqlalchemy=={sqlalchemy_version}.*") env = {"COVERAGE_CORE": "sysmon"} if session.python == "3.12" else {} @@ -93,18 +79,14 @@ def tests(session: Session) -> None: session.notify("coverage", posargs=[]) -@session(python=main_python_version) -def benches(session: Session) -> None: +@nox.session(python=main_python_version) +def benches(session: nox.Session) -> None: """Run benchmarks.""" session.install(".[jwt,s3]") session.install(*test_dependencies) sqlalchemy_version = os.environ.get("SQLALCHEMY_VERSION") if sqlalchemy_version: - # Bypass nox-poetry use of --constraint so we can install a version of - # SQLAlchemy that doesn't match what's in poetry.lock. - session.poetry.session.install( # type: ignore[attr-defined] - f"sqlalchemy=={sqlalchemy_version}", - ) + session.install(f"sqlalchemy=={sqlalchemy_version}") session.run( "pytest", "--benchmark-only", @@ -113,16 +95,16 @@ def benches(session: Session) -> None: ) -@session(name="deps", python=python_versions) -def dependencies(session: Session) -> None: +@nox.session(name="deps", python=python_versions) +def dependencies(session: nox.Session) -> None: """Check issues with dependencies.""" session.install(".[s3,testing]") session.install("deptry") session.run("deptry", "singer_sdk", *session.posargs) -@session(python=main_python_version) -def update_snapshots(session: Session) -> None: +@nox.session(python=main_python_version) +def update_snapshots(session: nox.Session) -> None: """Update pytest snapshots.""" args = session.posargs or ["-m", "snapshot"] @@ -131,8 +113,8 @@ def update_snapshots(session: Session) -> None: session.run("pytest", "--snapshot-update", *args) -@session(python=python_versions) -def doctest(session: Session) -> None: +@nox.session(python=python_versions) +def doctest(session: nox.Session) -> None: """Run examples with xdoctest.""" if session.posargs: args = [package, *session.posargs] @@ -146,8 +128,8 @@ def doctest(session: Session) -> None: session.run("pytest", "--xdoctest", *args) -@session(python=main_python_version) -def coverage(session: Session) -> None: +@nox.session(python=main_python_version) +def coverage(session: nox.Session) -> None: """Generate coverage report.""" args = session.posargs or ["report", "-m"] @@ -159,8 +141,8 @@ def coverage(session: Session) -> None: session.run("coverage", *args) -@session(name="docs", python=main_python_version) -def docs(session: Session) -> None: +@nox.session(name="docs", python=main_python_version) +def docs(session: nox.Session) -> None: """Build the documentation.""" args = session.posargs or ["docs", "build", "-W"] if not session.posargs and "FORCE_COLOR" in os.environ: @@ -175,8 +157,8 @@ def docs(session: Session) -> None: session.run("sphinx-build", *args) -@session(name="docs-serve", python=main_python_version) -def docs_serve(session: Session) -> None: +@nox.session(name="docs-serve", python=main_python_version) +def docs_serve(session: nox.Session) -> None: """Build the documentation.""" args = session.posargs or [ "--open-browser", @@ -198,8 +180,8 @@ def docs_serve(session: Session) -> None: @nox.parametrize("replay_file_path", COOKIECUTTER_REPLAY_FILES) -@session(python=main_python_version) -def test_cookiecutter(session: Session, replay_file_path: str) -> None: +@nox.session(python=main_python_version) +def test_cookiecutter(session: nox.Session, replay_file_path: str) -> None: """Uses the tap template to build an empty cookiecutter. Runs the lint task on the created test project. @@ -261,8 +243,8 @@ def test_cookiecutter(session: Session, replay_file_path: str) -> None: session.run("pre-commit", "run", "--all-files", external=True) -@session(name="version-bump") -def version_bump(session: Session) -> None: +@nox.session(name="version-bump") +def version_bump(session: nox.Session) -> None: """Run commitizen.""" session.install( "commitizen", diff --git a/poetry.lock b/poetry.lock index 3d95d2389..b16b7a031 100644 --- a/poetry.lock +++ b/poetry.lock @@ -2,24 +2,24 @@ [[package]] name = "aiobotocore" -version = "2.15.1" +version = "2.15.2" description = "Async client for aws services using botocore and aiohttp" optional = true python-versions = ">=3.8" files = [ - {file = "aiobotocore-2.15.1-py3-none-any.whl", hash = "sha256:0f738cde74108553b753b24655094289a3c7ea0f0f179ed1c0f8cea488999a35"}, - {file = "aiobotocore-2.15.1.tar.gz", hash = "sha256:1f9f16eec2a3da32df162b5db12da779ec6d6c6311715c936cad511f436efa74"}, + {file = "aiobotocore-2.15.2-py3-none-any.whl", hash = "sha256:d4d3128b4b558e2b4c369bfa963b022d7e87303adb82eec623cec8aa77ae578a"}, + {file = "aiobotocore-2.15.2.tar.gz", hash = "sha256:9ac1cfcaccccc80602968174aa032bf978abe36bd4e55e6781d6500909af1375"}, ] [package.dependencies] aiohttp = ">=3.9.2,<4.0.0" aioitertools = ">=0.5.1,<1.0.0" -botocore = ">=1.35.16,<1.35.24" +botocore = ">=1.35.16,<1.35.37" wrapt = ">=1.10.10,<2.0.0" [package.extras] -awscli = ["awscli (>=1.34.16,<1.34.24)"] -boto3 = ["boto3 (>=1.35.16,<1.35.24)"] +awscli = ["awscli (>=1.34.16,<1.35.3)"] +boto3 = ["boto3 (>=1.35.16,<1.35.37)"] [[package]] name = "aiohappyeyeballs" @@ -34,102 +34,102 @@ files = [ [[package]] name = "aiohttp" -version = "3.10.8" +version = "3.10.9" description = "Async http client/server framework (asyncio)" optional = true python-versions = ">=3.8" files = [ - {file = "aiohttp-3.10.8-cp310-cp310-macosx_10_9_universal2.whl", hash = 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">=0.9.13,<1", python = "<3.9" }, + { version = ">=0.9.13", python = ">=3.9" }, +] simplejson = ">=3.17.6" sqlalchemy = ">=1.4,<3.0" typing-extensions = ">=4.5.0" -# urllib3 2.0 is not compatible with botocore -urllib3 = ">=1.26,<2" # Sphinx dependencies installed as optional 'docs' extras # https://github.com/readthedocs/readthedocs.org/issues/4912#issuecomment-664002569 @@ -160,7 +161,6 @@ pytest-codspeed = ">=2.2.0" [tool.pytest.ini_options] addopts = [ "--durations=10", - "--ignore=singer_sdk/helpers/_simpleeval.py", "-m", "not external", "-ra", @@ -173,19 +173,6 @@ filterwarnings = [ "ignore:No records were available to test:UserWarning", # https://github.com/meltano/sdk/issues/1354 "ignore:The function singer_sdk.testing.get_standard_tap_tests is deprecated:DeprecationWarning", - # https://docs.python.org/3.12/whatsnew/3.12.html#deprecated - # https://github.com/danthedeckie/simpleeval/blob/master/simpleeval.py - "ignore:ast.NameConstant is deprecated:DeprecationWarning:simpleeval", - # https://docs.python.org/3.12/whatsnew/3.12.html#deprecated - # https://github.com/danthedeckie/simpleeval/blob/master/simpleeval.py - "ignore:ast.Num is deprecated:DeprecationWarning:simpleeval", - # https://github.com/joblib/joblib/pull/1518 - "ignore:ast.Num is deprecated:DeprecationWarning:joblib._utils", - # https://docs.python.org/3.12/whatsnew/3.12.html#deprecated - # https://github.com/danthedeckie/simpleeval/blob/master/simpleeval.py - "ignore:ast.Str is deprecated:DeprecationWarning:simpleeval", - # https://github.com/joblib/joblib/pull/1518 - "ignore:Attribute n is deprecated:DeprecationWarning:joblib._utils", ] log_cli_level = "INFO" markers = [ @@ -322,7 +309,6 @@ parquet = "singer_sdk.contrib.batch_encoder_parquet:ParquetBatcher" [tool.ruff] extend-exclude = [ "cookiecutter/*", - "*simpleeval*", ] line-length = 88 target-version = "py38" diff --git a/samples/sample_mapper/mapper.py b/samples/sample_mapper/mapper.py index 0a7899d37..67052bbe4 100644 --- a/samples/sample_mapper/mapper.py +++ b/samples/sample_mapper/mapper.py @@ -40,6 +40,7 @@ class StreamTransform(InlineMapper): ), ), required=True, + title="Stream Maps", description="Stream maps", ), ).to_dict() diff --git a/samples/sample_tap_bigquery/__init__.py b/samples/sample_tap_bigquery/__init__.py index 098be2525..ad0d3c3cb 100644 --- a/samples/sample_tap_bigquery/__init__.py +++ b/samples/sample_tap_bigquery/__init__.py @@ -52,6 +52,7 @@ class TapBigQuery(SQLTap): "project_id", th.StringType, required=True, + title="Project ID", description="GCP Project", ), ).to_dict() diff --git a/samples/sample_tap_csv/sample_tap_csv.py b/samples/sample_tap_csv/sample_tap_csv.py index 71c8b3d1d..ed469c9ee 100644 --- a/samples/sample_tap_csv/sample_tap_csv.py +++ b/samples/sample_tap_csv/sample_tap_csv.py @@ -19,30 +19,35 @@ class SampleTapCSV(FolderTap): "delimiter", th.StringType, default=",", + title="Delimiter", description="Field delimiter character.", ), th.Property( "quotechar", th.StringType, default='"', + title="Quote Character", description="Quote character.", ), th.Property( "escapechar", th.StringType, default=None, + title="Escape Character", description="Escape character.", ), th.Property( "doublequote", th.BooleanType, default=True, + title="Double Quote", description="Whether quotechar inside a field should be doubled.", ), th.Property( "lineterminator", th.StringType, default="\r\n", + title="Line Terminator", description="Line terminator character.", ), ).to_dict() diff --git a/samples/sample_tap_dummy_json/tap_dummyjson/tap.py b/samples/sample_tap_dummy_json/tap_dummyjson/tap.py index b352d0172..40b1f0169 100644 --- a/samples/sample_tap_dummy_json/tap_dummyjson/tap.py +++ b/samples/sample_tap_dummy_json/tap_dummyjson/tap.py @@ -14,6 +14,7 @@ class TapDummyJSON(Tap): "username", th.StringType, required=True, + title="DummyJSON Username", description="Username for the API service", ), th.Property( @@ -21,16 +22,19 @@ class TapDummyJSON(Tap): th.StringType, required=True, secret=True, # Flag config as protected. + title="DummyJSON Password", description="Password for the API service", ), th.Property( "start_date", th.DateTimeType, + title="Start Date", description="The earliest record date to sync", ), th.Property( "api_url", th.StringType, + title="API URL", default="https://dummyjson.com", description="The base url for the API service", ), diff --git a/samples/sample_tap_gitlab/gitlab_tap.py b/samples/sample_tap_gitlab/gitlab_tap.py index 952e406ae..56164fc2c 100644 --- a/samples/sample_tap_gitlab/gitlab_tap.py +++ b/samples/sample_tap_gitlab/gitlab_tap.py @@ -34,10 +34,14 @@ class SampleTapGitlab(Tap): name: str = "sample-tap-gitlab" config_jsonschema = PropertiesList( - Property("auth_token", StringType, required=True, secret=True), - Property("project_ids", ArrayType(StringType), required=True), - Property("group_ids", ArrayType(StringType), required=True), - Property("start_date", DateTimeType, required=True), + Property( + "auth_token", StringType, required=True, secret=True, title="Auth Token" + ), + Property( + "project_ids", ArrayType(StringType), required=True, title="Project IDs" + ), + Property("group_ids", ArrayType(StringType), required=True, title="Group IDs"), + Property("start_date", DateTimeType, required=True, title="Start Date"), ).to_dict() def discover_streams(self) -> list[Stream]: diff --git a/samples/sample_tap_sqlite/__init__.py b/samples/sample_tap_sqlite/__init__.py index 51add7136..2215cbfe7 100644 --- a/samples/sample_tap_sqlite/__init__.py +++ b/samples/sample_tap_sqlite/__init__.py @@ -48,6 +48,7 @@ class SQLiteTap(SQLTap): th.Property( DB_PATH_CONFIG, th.StringType, + title="Database Path", description="The path to your SQLite database file(s).", required=True, examples=["./path/to/my.db", "/absolute/path/to/my.db"], diff --git a/samples/sample_target_csv/csv_target.py b/samples/sample_target_csv/csv_target.py index d52b76f48..6e800970c 100644 --- a/samples/sample_target_csv/csv_target.py +++ b/samples/sample_target_csv/csv_target.py @@ -12,7 +12,9 @@ class SampleTargetCSV(Target): name = "target-csv" config_jsonschema = th.PropertiesList( - th.Property("target_folder", th.StringType, required=True), - th.Property("file_naming_scheme", th.StringType), + th.Property( + "target_folder", th.StringType, required=True, title="Target Folder" + ), + th.Property("file_naming_scheme", th.StringType, title="File Naming Scheme"), ).to_dict() default_sink_class = SampleCSVTargetSink diff --git a/samples/sample_target_parquet/parquet_target.py b/samples/sample_target_parquet/parquet_target.py index d8c8f7a74..f0cda3d4d 100644 --- a/samples/sample_target_parquet/parquet_target.py +++ b/samples/sample_target_parquet/parquet_target.py @@ -12,8 +12,8 @@ class SampleTargetParquet(Target): name = "sample-target-parquet" config_jsonschema = th.PropertiesList( - th.Property("filepath", th.StringType), - th.Property("file_naming_scheme", th.StringType), + th.Property("filepath", th.StringType, title="Output File Path"), + th.Property("file_naming_scheme", th.StringType, title="File Naming Scheme"), ).to_dict() default_sink_class = SampleParquetTargetSink diff --git a/samples/sample_target_sqlite/__init__.py b/samples/sample_target_sqlite/__init__.py index d296c5fb0..0e1062642 100644 --- a/samples/sample_target_sqlite/__init__.py +++ b/samples/sample_target_sqlite/__init__.py @@ -51,6 +51,7 @@ class SQLiteTarget(SQLTarget): th.Property( DB_PATH_CONFIG, th.StringType, + title="Database Path", description="The path to your SQLite database file(s).", required=True, ), diff --git a/singer_sdk/contrib/filesystem/config.py b/singer_sdk/contrib/filesystem/config.py index eccd11fca..ed16f067b 100644 --- a/singer_sdk/contrib/filesystem/config.py +++ b/singer_sdk/contrib/filesystem/config.py @@ -12,35 +12,41 @@ "host", th.StringType, required=True, + title="FTP Host", description="FTP server host", ), th.Property( "port", th.IntegerType, default=21, + title="FTP Port", description="FTP server port", ), th.Property( "username", th.StringType, + title="FTP Username", description="FTP username", ), th.Property( "password", th.StringType, secret=True, + title="FTP Password", description="FTP password", ), th.Property( "timeout", th.IntegerType, default=60, + title="Timeout", description="Timeout of the FTP connection in seconds", ), th.Property( "encoding", th.StringType, default="utf-8", + title="Encoding", description="FTP server encoding", ), ), @@ -56,6 +62,7 @@ "host", th.StringType, required=True, + title="SFTP Host", description="SFTP server host", ), th.Property( @@ -65,33 +72,39 @@ "port", th.IntegerType, default=22, + title="SFTP Port", description="SFTP server port", ), th.Property( "username", th.StringType, required=True, + title="SFTP Username", description="SFTP username", ), th.Property( "password", th.StringType, secret=True, + title="SFTP Password", description="SFTP password", ), th.Property( "pkey", th.StringType, secret=True, + title="SFTP Private Key", description="Private key", ), th.Property( "timeout", th.IntegerType, default=60, + title="Timeout", description="Timeout of the SFTP connection in seconds", ), ), + title="SSH Connection Settings", description="SSH connection settings", ), ), diff --git a/singer_sdk/contrib/filesystem/tap.py b/singer_sdk/contrib/filesystem/tap.py index f2fd7c352..58ca673d8 100644 --- a/singer_sdk/contrib/filesystem/tap.py +++ b/singer_sdk/contrib/filesystem/tap.py @@ -36,18 +36,21 @@ class ReadMode(str, enum.Enum): required=True, default="local", allowed_values=["local", "ftp", "sftp"], + title="Filesystem", description="The filesystem to use.", ), th.Property( "path", th.StringType, required=True, + title="Directory Path", description="Path to the directory where the files are stored.", ), th.Property( "read_mode", th.StringType, required=True, + title="Read Mode", description=( "Use `one_stream_per_file` to read each file as a separate stream, or " "`merge` to merge all files into a single stream." @@ -59,6 +62,7 @@ class ReadMode(str, enum.Enum): th.StringType, required=True, default=DEFAULT_MERGE_STREAM_NAME, + title="Stream Name (Merge Mode)", description="Name of the stream to use when `read_mode` is `merge`.", ), filesystem_config.FTP, diff --git a/singer_sdk/helpers/capabilities.py b/singer_sdk/helpers/capabilities.py index 76d7fcffb..0f5c42918 100644 --- a/singer_sdk/helpers/capabilities.py +++ b/singer_sdk/helpers/capabilities.py @@ -26,6 +26,7 @@ Property( "stream_maps", ObjectType(), + title="Stream Maps", description=( "Config object for stream maps capability. " "For more information check out " @@ -35,6 +36,7 @@ Property( "stream_map_config", ObjectType(), + title="User Stream Map Configuration", description="User-defined config values to be used within map expressions.", ), Property( @@ -43,6 +45,7 @@ Property( "seed", OneOf(NumberType, StringType, BooleanType), + title="Faker Seed", description=( "Value to seed the Faker generator for deterministic output: " "https://faker.readthedocs.io/en/master/#seeding-the-generator" @@ -51,12 +54,14 @@ Property( "locale", OneOf(StringType, ArrayType(StringType)), + title="Faker Locale", description=( "One or more LCID locale strings to produce localized output for: " "https://faker.readthedocs.io/en/master/#localization" ), ), ), + title="Faker Configuration", description=( "Config for the [`Faker`](https://faker.readthedocs.io/en/master/) " "instance variable `fake` used within map expressions. Only applicable if " @@ -69,6 +74,7 @@ Property( "flattening_enabled", BooleanType(), + title="Enable Schema Flattening", description=( "'True' to enable schema flattening and automatically expand nested " "properties." @@ -77,44 +83,52 @@ Property( "flattening_max_depth", IntegerType(), + title="Max Flattening Depth", description="The max depth to flatten schemas.", ), ).to_dict() BATCH_CONFIG = PropertiesList( Property( "batch_config", - description="", + title="Batch Configuration", + description="Configuration for BATCH message capabilities.", wrapped=ObjectType( Property( "encoding", + title="Batch Encoding Configuration", description="Specifies the format and compression of the batch files.", wrapped=ObjectType( Property( "format", StringType, allowed_values=["jsonl", "parquet"], + title="Batch Encoding Format", description="Format to use for batch files.", ), Property( "compression", StringType, allowed_values=["gzip", "none"], + title="Batch Compression Format", description="Compression format to use for batch files.", ), ), ), Property( "storage", + title="Batch Storage Configuration", description="Defines the storage layer to use when writing batch files", wrapped=ObjectType( Property( "root", StringType, + title="Batch Storage Root", description="Root path to use when writing batch files.", ), Property( "prefix", StringType, + title="Batch Storage Prefix", description="Prefix to use when writing batch files.", ), ), @@ -126,6 +140,7 @@ Property( "default_target_schema", StringType(), + title="Default Target Schema", description="The default target database schema name to use for all streams.", ), ).to_dict() @@ -133,13 +148,15 @@ Property( "add_record_metadata", BooleanType(), - description="Add metadata to records.", + title="Add Record Metadata", + description="Whether to add metadata fields to records.", ), ).to_dict() TARGET_HARD_DELETE_CONFIG = PropertiesList( Property( "hard_delete", BooleanType(), + title="Hard Delete", description="Hard delete records.", default=False, ), @@ -148,6 +165,7 @@ Property( "validate_records", BooleanType(), + title="Validate Records", description="Whether to validate the schema of the incoming streams.", default=True, ), @@ -156,6 +174,7 @@ Property( "batch_size_rows", IntegerType, + title="Batch Size Rows", description="Maximum number of rows in each batch.", ), ).to_dict() diff --git a/singer_sdk/mapper.py b/singer_sdk/mapper.py index b613b78ec..14f1eac3e 100644 --- a/singer_sdk/mapper.py +++ b/singer_sdk/mapper.py @@ -779,6 +779,7 @@ def register_raw_stream_schema( # noqa: PLR0912, C901 elif MAPPER_ALIAS_OPTION in stream_def: # <source>: __alias__: <alias> stream_alias = stream_def.pop(MAPPER_ALIAS_OPTION) + stream_alias = PluginMapper._eval_stream(stream_alias, stream_name) if stream_name == source_stream: # Exact match @@ -831,3 +832,40 @@ def register_raw_stream_schema( # noqa: PLR0912, C901 else: # Additional mappers for aliasing and multi-projection: self.stream_maps[source_stream].append(mapper) + + @staticmethod + def _eval_stream(expr: str, stream_name: str) -> str: + """Solve an alias expression. + + Args: + expr: String expression to evaluate. + stream_name: Name of stream to transform. + + Returns: + Evaluated expression. + + Raises: + MapExpressionError: If the mapping expression failed to evaluate. + """ + # Allow stream name access within alias transform + names = {"__stream_name__": stream_name} + + result: str + + try: + expr_evaluator = simpleeval.EvalWithCompoundTypes(names=names) + result = expr_evaluator.eval(expr) + except simpleeval.NameNotDefined: + logging.debug( + "Failed to evaluate simpleeval expression %(expr) - " + "falling back to original expression", + extra={"expr": expr}, + ) + result = expr + except (simpleeval.InvalidExpression, SyntaxError) as ex: + msg = f"Failed to evaluate simpleeval expressions {expr}." + raise MapExpressionError(msg) from ex + + logging.debug("Stream eval result: %s = %s", expr, result) + + return result diff --git a/singer_sdk/typing.py b/singer_sdk/typing.py index 61ac014ad..845f1dcd0 100644 --- a/singer_sdk/typing.py +++ b/singer_sdk/typing.py @@ -636,7 +636,7 @@ class Property(JSONTypeHelper[T], t.Generic[T]): """Generic Property. Should be nested within a `PropertiesList`.""" # TODO: Make some of these arguments keyword-only. This is a breaking change. - def __init__( + def __init__( # noqa: PLR0913 self, name: str, wrapped: JSONTypeHelper[T] | type[JSONTypeHelper[T]], @@ -648,6 +648,7 @@ def __init__( examples: list[T] | None = None, *, nullable: bool | None = None, + title: str | None = None, ) -> None: """Initialize Property object. @@ -669,6 +670,7 @@ def __init__( examples: Optional. A list of one or more sample values. These may be displayed to the user as hints of the expected format of inputs. nullable: If True, the property may be null. + title: Optional. A short, human-readable title for the property. """ self.name = name self.wrapped = wrapped @@ -679,6 +681,7 @@ def __init__( self.allowed_values = allowed_values or None self.examples = examples or None self.nullable = nullable + self.title = title @property def type_dict(self) -> dict: # type: ignore[override] @@ -707,8 +710,18 @@ def to_dict(self) -> dict: Returns: A JSON Schema dictionary describing the object. + + Examples: + >>> p = Property("name", StringType, required=True) + >>> print(p.to_dict()) + {'name': {'type': ['string']}} + >>> p = Property("name", StringType, required=True, title="App Name") + >>> print(p.to_dict()) + {'name': {'type': ['string'], 'title': 'App Name'}} """ type_dict = self.type_dict + if self.title: + type_dict.update({"title": self.title}) if self.nullable or self.optional: type_dict = append_type(type_dict, "null") if self.default is not None: diff --git a/tests/core/test_jsonschema_helpers.py b/tests/core/test_jsonschema_helpers.py index aeb2bae0b..488030392 100644 --- a/tests/core/test_jsonschema_helpers.py +++ b/tests/core/test_jsonschema_helpers.py @@ -252,6 +252,17 @@ def test_property_description(): } +def test_property_title(): + title = "My Test Property" + prop = Property("test_property", StringType, title=title) + assert prop.to_dict() == { + "test_property": { + "type": ["string", "null"], + "title": title, + }, + } + + @pytest.mark.parametrize( "json_type,expected_json_schema", [ diff --git a/tests/core/test_mapper.py b/tests/core/test_mapper.py index a776689a1..37e289e1b 100644 --- a/tests/core/test_mapper.py +++ b/tests/core/test_mapper.py @@ -768,6 +768,30 @@ def discover_streams(self): "aliased_stream_batch.jsonl", id="aliased_stream_batch", ), + pytest.param( + {"mystream": {"__alias__": "aliased.stream"}}, + {"flattening_enabled": False, "flattening_max_depth": 0}, + "aliased_stream_not_expr.jsonl", + id="aliased_stream_not_expr", + ), + pytest.param( + {"mystream": {"__alias__": "'__stream_name__'"}}, + {"flattening_enabled": False, "flattening_max_depth": 0}, + "aliased_stream_quoted.jsonl", + id="aliased_stream_quoted", + ), + pytest.param( + {"mystream": {"__alias__": "'aliased_' + __stream_name__"}}, + {"flattening_enabled": False, "flattening_max_depth": 0}, + "builtin_variable_stream_name_alias.jsonl", + id="builtin_variable_stream_name_alias", + ), + pytest.param( + {"mystream": {"__alias__": "__stream_name__.upper()"}}, + {"flattening_enabled": False, "flattening_max_depth": 0}, + "builtin_variable_stream_name_alias_expr.jsonl", + id="builtin_variable_stream_name_alias_expr", + ), pytest.param( {}, {"flattening_enabled": True, "flattening_max_depth": 0}, diff --git a/tests/snapshots/mapped_stream/aliased_stream_not_expr.jsonl b/tests/snapshots/mapped_stream/aliased_stream_not_expr.jsonl new file mode 100644 index 000000000..473737291 --- /dev/null +++ b/tests/snapshots/mapped_stream/aliased_stream_not_expr.jsonl @@ -0,0 +1,6 @@ +{"type":"STATE","value":{}} +{"type":"SCHEMA","stream":"aliased.stream","schema":{"properties":{"email":{"type":["string"]},"count":{"type":["integer","null"]},"user":{"properties":{"id":{"type":["integer","null"]},"sub":{"properties":{"num":{"type":["integer","null"]},"custom_obj":{"type":["string","null"]}},"type":["object","null"]},"some_numbers":{"items":{"type":["number"]},"type":["array","null"]}},"type":["object","null"]}},"type":"object","required":["email"]},"key_properties":[]} +{"type":"RECORD","stream":"aliased.stream","record":{"email":"alice@example.com","count":21,"user":{"id":1,"sub":{"num":1,"custom_obj":"obj-hello"},"some_numbers":[3.14,2.718]}},"time_extracted":"2022-01-01T00:00:00+00:00"} +{"type":"RECORD","stream":"aliased.stream","record":{"email":"bob@example.com","count":13,"user":{"id":2,"sub":{"num":2,"custom_obj":"obj-world"},"some_numbers":[10.32,1.618]}},"time_extracted":"2022-01-01T00:00:00+00:00"} +{"type":"RECORD","stream":"aliased.stream","record":{"email":"charlie@example.com","count":19,"user":{"id":3,"sub":{"num":3,"custom_obj":"obj-hello"},"some_numbers":[1.414,1.732]}},"time_extracted":"2022-01-01T00:00:00+00:00"} +{"type":"STATE","value":{"bookmarks":{"mystream":{}}}} diff --git a/tests/snapshots/mapped_stream/aliased_stream_quoted.jsonl b/tests/snapshots/mapped_stream/aliased_stream_quoted.jsonl new file mode 100644 index 000000000..fd9fec13e --- /dev/null +++ b/tests/snapshots/mapped_stream/aliased_stream_quoted.jsonl @@ -0,0 +1,6 @@ +{"type":"STATE","value":{}} +{"type":"SCHEMA","stream":"__stream_name__","schema":{"properties":{"email":{"type":["string"]},"count":{"type":["integer","null"]},"user":{"properties":{"id":{"type":["integer","null"]},"sub":{"properties":{"num":{"type":["integer","null"]},"custom_obj":{"type":["string","null"]}},"type":["object","null"]},"some_numbers":{"items":{"type":["number"]},"type":["array","null"]}},"type":["object","null"]}},"type":"object","required":["email"]},"key_properties":[]} +{"type":"RECORD","stream":"__stream_name__","record":{"email":"alice@example.com","count":21,"user":{"id":1,"sub":{"num":1,"custom_obj":"obj-hello"},"some_numbers":[3.14,2.718]}},"time_extracted":"2022-01-01T00:00:00+00:00"} +{"type":"RECORD","stream":"__stream_name__","record":{"email":"bob@example.com","count":13,"user":{"id":2,"sub":{"num":2,"custom_obj":"obj-world"},"some_numbers":[10.32,1.618]}},"time_extracted":"2022-01-01T00:00:00+00:00"} +{"type":"RECORD","stream":"__stream_name__","record":{"email":"charlie@example.com","count":19,"user":{"id":3,"sub":{"num":3,"custom_obj":"obj-hello"},"some_numbers":[1.414,1.732]}},"time_extracted":"2022-01-01T00:00:00+00:00"} +{"type":"STATE","value":{"bookmarks":{"mystream":{}}}} diff --git a/tests/snapshots/mapped_stream/builtin_variable_stream_name_alias.jsonl b/tests/snapshots/mapped_stream/builtin_variable_stream_name_alias.jsonl new file mode 100644 index 000000000..bb0666313 --- /dev/null +++ b/tests/snapshots/mapped_stream/builtin_variable_stream_name_alias.jsonl @@ -0,0 +1,6 @@ +{"type":"STATE","value":{}} +{"type":"SCHEMA","stream":"aliased_mystream","schema":{"properties":{"email":{"type":["string"]},"count":{"type":["integer","null"]},"user":{"properties":{"id":{"type":["integer","null"]},"sub":{"properties":{"num":{"type":["integer","null"]},"custom_obj":{"type":["string","null"]}},"type":["object","null"]},"some_numbers":{"items":{"type":["number"]},"type":["array","null"]}},"type":["object","null"]}},"type":"object","required":["email"]},"key_properties":[]} +{"type":"RECORD","stream":"aliased_mystream","record":{"email":"alice@example.com","count":21,"user":{"id":1,"sub":{"num":1,"custom_obj":"obj-hello"},"some_numbers":[3.14,2.718]}},"time_extracted":"2022-01-01T00:00:00+00:00"} +{"type":"RECORD","stream":"aliased_mystream","record":{"email":"bob@example.com","count":13,"user":{"id":2,"sub":{"num":2,"custom_obj":"obj-world"},"some_numbers":[10.32,1.618]}},"time_extracted":"2022-01-01T00:00:00+00:00"} +{"type":"RECORD","stream":"aliased_mystream","record":{"email":"charlie@example.com","count":19,"user":{"id":3,"sub":{"num":3,"custom_obj":"obj-hello"},"some_numbers":[1.414,1.732]}},"time_extracted":"2022-01-01T00:00:00+00:00"} +{"type":"STATE","value":{"bookmarks":{"mystream":{}}}} diff --git a/tests/snapshots/mapped_stream/builtin_variable_stream_name_alias_expr.jsonl b/tests/snapshots/mapped_stream/builtin_variable_stream_name_alias_expr.jsonl new file mode 100644 index 000000000..c698cf72b --- /dev/null +++ b/tests/snapshots/mapped_stream/builtin_variable_stream_name_alias_expr.jsonl @@ -0,0 +1,6 @@ +{"type":"STATE","value":{}} +{"type":"SCHEMA","stream":"MYSTREAM","schema":{"properties":{"email":{"type":["string"]},"count":{"type":["integer","null"]},"user":{"properties":{"id":{"type":["integer","null"]},"sub":{"properties":{"num":{"type":["integer","null"]},"custom_obj":{"type":["string","null"]}},"type":["object","null"]},"some_numbers":{"items":{"type":["number"]},"type":["array","null"]}},"type":["object","null"]}},"type":"object","required":["email"]},"key_properties":[]} +{"type":"RECORD","stream":"MYSTREAM","record":{"email":"alice@example.com","count":21,"user":{"id":1,"sub":{"num":1,"custom_obj":"obj-hello"},"some_numbers":[3.14,2.718]}},"time_extracted":"2022-01-01T00:00:00+00:00"} +{"type":"RECORD","stream":"MYSTREAM","record":{"email":"bob@example.com","count":13,"user":{"id":2,"sub":{"num":2,"custom_obj":"obj-world"},"some_numbers":[10.32,1.618]}},"time_extracted":"2022-01-01T00:00:00+00:00"} +{"type":"RECORD","stream":"MYSTREAM","record":{"email":"charlie@example.com","count":19,"user":{"id":3,"sub":{"num":3,"custom_obj":"obj-hello"},"some_numbers":[1.414,1.732]}},"time_extracted":"2022-01-01T00:00:00+00:00"} +{"type":"STATE","value":{"bookmarks":{"mystream":{}}}}