diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml index 45e4766b6c..ff46c05e49 100644 --- a/.github/workflows/lint.yml +++ b/.github/workflows/lint.yml @@ -26,7 +26,7 @@ jobs: matrix: os: - ubuntu-latest - python-version: ["3.8.x", "3.9.x", "3.10.x", "3.11.x"] + python-version: ["3.9.x", "3.10.x", "3.11.x", "3.12.x"] defaults: run: @@ -42,13 +42,14 @@ jobs: uses: actions/setup-python@v4 with: python-version: ${{ matrix.python-version }} - + - name: Install Poetry - uses: snok/install-poetry@v1 + uses: snok/install-poetry@v1.3.2 with: virtualenvs-create: true virtualenvs-in-project: true installer-parallel: true + version: 1.8.5 - name: Load cached venv id: cached-poetry-dependencies diff --git a/.github/workflows/test_airflow.yml b/.github/workflows/test_airflow.yml index 2a96c4475e..4e0453b62f 100644 --- a/.github/workflows/test_airflow.yml +++ b/.github/workflows/test_airflow.yml @@ -37,6 +37,7 @@ jobs: virtualenvs-create: true virtualenvs-in-project: true installer-parallel: true + version: 1.8.5 - name: Load cached venv id: cached-poetry-dependencies diff --git a/.github/workflows/test_build_images.yml b/.github/workflows/test_build_images.yml index 665f8b2509..c5c3704f92 100644 --- a/.github/workflows/test_build_images.yml +++ b/.github/workflows/test_build_images.yml @@ -37,6 +37,7 @@ jobs: virtualenvs-create: true virtualenvs-in-project: true installer-parallel: true + version: 1.8.5 - name: Build images run: make test-build-images diff --git a/.github/workflows/test_common.yml b/.github/workflows/test_common.yml index 359ed43095..585f2adafc 100644 --- a/.github/workflows/test_common.yml +++ b/.github/workflows/test_common.yml @@ -37,14 +37,16 @@ jobs: python-version: ["3.11.x"] # Test all python versions on ubuntu only include: - - python-version: "3.8.x" - os: "ubuntu-latest" - python-version: "3.9.x" os: "ubuntu-latest" - python-version: "3.10.x" os: "ubuntu-latest" - python-version: "3.12.x" os: "ubuntu-latest" + - python-version: "3.13.x" + os: "ubuntu-latest" + - python-version: "3.13.x" + os: "windows-latest" defaults: run: @@ -79,6 +81,7 @@ jobs: virtualenvs-create: true virtualenvs-in-project: true installer-parallel: true + version: 1.8.5 # NOTE: do not cache. we want to have a clean state each run and we upgrade depdendencies later # - name: Load cached venv @@ -116,7 +119,7 @@ jobs: shell: cmd - name: Install pyarrow - run: poetry install --no-interaction -E duckdb -E cli -E parquet --with sentry-sdk && poetry run pip install pyarrow==15.0.2 + run: poetry install --no-interaction -E duckdb -E cli -E parquet --with sentry-sdk - run: | poetry run pytest tests/pipeline/test_pipeline_extra.py -k arrow @@ -129,7 +132,7 @@ jobs: shell: cmd - name: Install pipeline and sources dependencies - run: poetry install --no-interaction -E duckdb -E cli -E parquet -E deltalake -E sql_database --with sentry-sdk,pipeline,sources && poetry run pip install pyarrow==15.0.2 + run: poetry install --no-interaction -E duckdb -E cli -E parquet -E deltalake -E sql_database --with sentry-sdk,pipeline,sources - run: | poetry run pytest tests/extract tests/pipeline tests/libs tests/cli/common tests/destinations tests/sources @@ -155,20 +158,6 @@ jobs: name: Run extract tests Windows shell: cmd - # here we upgrade pyarrow to 17 and run the libs tests again - - name: Install pyarrow 17 - run: poetry run pip install pyarrow==17.0.0 - - - run: | - poetry run pytest tests/libs - if: runner.os != 'Windows' - name: Run libs tests Linux/MAC - - run: | - poetry run pytest tests/libs - if: runner.os == 'Windows' - name: Run libs tests Windows - shell: cmd - # - name: Install Pydantic 1.0 # run: pip install "pydantic<2" diff --git a/.github/workflows/test_dbt_cloud.yml b/.github/workflows/test_dbt_cloud.yml index 5b57dc77c3..d88c1b914d 100644 --- a/.github/workflows/test_dbt_cloud.yml +++ b/.github/workflows/test_dbt_cloud.yml @@ -52,6 +52,7 @@ jobs: virtualenvs-create: true virtualenvs-in-project: true installer-parallel: true + version: 1.8.5 - name: Load cached venv id: cached-poetry-dependencies diff --git a/.github/workflows/test_dbt_runner.yml b/.github/workflows/test_dbt_runner.yml index ad29909d9a..9b6ced0d1a 100644 --- a/.github/workflows/test_dbt_runner.yml +++ b/.github/workflows/test_dbt_runner.yml @@ -49,6 +49,7 @@ jobs: virtualenvs-create: true virtualenvs-in-project: true installer-parallel: true + version: 1.8.5 - name: Load cached venv id: cached-poetry-dependencies diff --git a/.github/workflows/test_destination_athena.yml b/.github/workflows/test_destination_athena.yml index 03eb7f9434..d1a0510088 100644 --- a/.github/workflows/test_destination_athena.yml +++ b/.github/workflows/test_destination_athena.yml @@ -56,6 +56,7 @@ jobs: virtualenvs-create: true virtualenvs-in-project: true installer-parallel: true + version: 1.8.5 - name: Load cached venv id: cached-poetry-dependencies @@ -67,7 +68,7 @@ jobs: - name: Install dependencies # if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true' - run: poetry install --no-interaction -E athena --with sentry-sdk --with pipeline,ibis + run: poetry install --no-interaction -E athena --with sentry-sdk --with pipeline && poetry run pip install ibis-framework[duckdb,postgres,bigquery,snowflake,mssql,clickhouse] - name: create secrets.toml run: pwd && echo "$DLT_SECRETS_TOML" > tests/.dlt/secrets.toml diff --git a/.github/workflows/test_destination_athena_iceberg.yml b/.github/workflows/test_destination_athena_iceberg.yml index 3412e789e3..bfa9f0a1b7 100644 --- a/.github/workflows/test_destination_athena_iceberg.yml +++ b/.github/workflows/test_destination_athena_iceberg.yml @@ -56,6 +56,7 @@ jobs: virtualenvs-create: true virtualenvs-in-project: true installer-parallel: true + version: 1.8.5 - name: Load cached venv id: cached-poetry-dependencies @@ -67,7 +68,7 @@ jobs: - name: Install dependencies # if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true' - run: poetry install --no-interaction -E athena --with sentry-sdk --with pipeline,ibis + run: poetry install --no-interaction -E athena --with sentry-sdk --with pipeline && poetry run pip install ibis-framework[duckdb,postgres,bigquery,snowflake,mssql,clickhouse] - name: create secrets.toml run: pwd && echo "$DLT_SECRETS_TOML" > tests/.dlt/secrets.toml diff --git a/.github/workflows/test_destination_bigquery.yml b/.github/workflows/test_destination_bigquery.yml index eb8b63f757..04994661fc 100644 --- a/.github/workflows/test_destination_bigquery.yml +++ b/.github/workflows/test_destination_bigquery.yml @@ -55,6 +55,7 @@ jobs: virtualenvs-create: true virtualenvs-in-project: true installer-parallel: true + version: 1.8.5 - name: Load cached venv id: cached-poetry-dependencies @@ -66,7 +67,7 @@ jobs: - name: Install dependencies # if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true' - run: poetry install --no-interaction -E bigquery --with providers -E parquet --with sentry-sdk --with pipeline,ibis + run: poetry install --no-interaction -E bigquery --with providers -E parquet --with sentry-sdk --with pipeline && poetry run pip install ibis-framework[duckdb,postgres,bigquery,snowflake,mssql,clickhouse] - name: create secrets.toml run: pwd && echo "$DLT_SECRETS_TOML" > tests/.dlt/secrets.toml diff --git a/.github/workflows/test_destination_clickhouse.yml b/.github/workflows/test_destination_clickhouse.yml index 46464ea462..cde0c85802 100644 --- a/.github/workflows/test_destination_clickhouse.yml +++ b/.github/workflows/test_destination_clickhouse.yml @@ -52,6 +52,7 @@ jobs: virtualenvs-create: true virtualenvs-in-project: true installer-parallel: true + version: 1.8.5 - name: Load cached venv id: cached-poetry-dependencies @@ -61,7 +62,7 @@ jobs: key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}-gcp - name: Install dependencies - run: poetry install --no-interaction -E clickhouse --with providers -E parquet --with sentry-sdk --with pipeline,ibis + run: poetry install --no-interaction -E clickhouse --with providers -E parquet --with sentry-sdk --with pipeline && poetry run pip install ibis-framework[duckdb,postgres,bigquery,snowflake,mssql,clickhouse] - name: create secrets.toml run: pwd && echo "$DLT_SECRETS_TOML" > tests/.dlt/secrets.toml diff --git a/.github/workflows/test_destination_databricks.yml b/.github/workflows/test_destination_databricks.yml index c1609de863..0c5dbecbb5 100644 --- a/.github/workflows/test_destination_databricks.yml +++ b/.github/workflows/test_destination_databricks.yml @@ -55,6 +55,7 @@ jobs: virtualenvs-create: true virtualenvs-in-project: true installer-parallel: true + version: 1.8.5 - name: Load cached venv id: cached-poetry-dependencies @@ -64,7 +65,7 @@ jobs: key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}-gcp - name: Install dependencies - run: poetry install --no-interaction -E databricks -E s3 -E gs -E az -E parquet --with sentry-sdk --with pipeline,ibis + run: poetry install --no-interaction -E databricks -E s3 -E gs -E az -E parquet --with sentry-sdk --with pipeline && poetry run pip install ibis-framework[duckdb,postgres,bigquery,snowflake,mssql,clickhouse] - name: create secrets.toml run: pwd && echo "$DLT_SECRETS_TOML" > tests/.dlt/secrets.toml diff --git a/.github/workflows/test_destination_dremio.yml b/.github/workflows/test_destination_dremio.yml index 4bc48c54db..5a0795eeb6 100644 --- a/.github/workflows/test_destination_dremio.yml +++ b/.github/workflows/test_destination_dremio.yml @@ -56,6 +56,7 @@ jobs: virtualenvs-create: true virtualenvs-in-project: true installer-parallel: true + version: 1.8.5 - name: Load cached venv id: cached-poetry-dependencies @@ -65,7 +66,7 @@ jobs: key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}-gcp - name: Install dependencies - run: poetry install --no-interaction -E s3 -E gs -E az -E parquet --with sentry-sdk --with pipeline,ibis + run: poetry install --no-interaction -E s3 -E gs -E az -E parquet --with sentry-sdk --with pipeline && poetry run pip install ibis-framework[duckdb,postgres,bigquery,snowflake,mssql,clickhouse] - run: | poetry run pytest tests/load --ignore tests/load/sources diff --git a/.github/workflows/test_destination_lancedb.yml b/.github/workflows/test_destination_lancedb.yml index 6be89d3de3..960d0cacf9 100644 --- a/.github/workflows/test_destination_lancedb.yml +++ b/.github/workflows/test_destination_lancedb.yml @@ -53,6 +53,7 @@ jobs: virtualenvs-create: true virtualenvs-in-project: true installer-parallel: true + version: 1.8.5 - name: Load cached venv id: cached-poetry-dependencies diff --git a/.github/workflows/test_destination_motherduck.yml b/.github/workflows/test_destination_motherduck.yml index db81131266..bfc11ee545 100644 --- a/.github/workflows/test_destination_motherduck.yml +++ b/.github/workflows/test_destination_motherduck.yml @@ -55,6 +55,7 @@ jobs: virtualenvs-create: true virtualenvs-in-project: true installer-parallel: true + version: 1.8.5 - name: Load cached venv id: cached-poetry-dependencies @@ -64,7 +65,7 @@ jobs: key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}-motherduck - name: Install dependencies - run: poetry install --no-interaction -E motherduck -E s3 -E gs -E az -E parquet --with sentry-sdk --with pipeline,ibis + run: poetry install --no-interaction -E motherduck -E s3 -E gs -E az -E parquet --with sentry-sdk --with pipeline && poetry run pip install ibis-framework[duckdb,postgres,bigquery,snowflake,mssql,clickhouse] - name: create secrets.toml run: pwd && echo "$DLT_SECRETS_TOML" > tests/.dlt/secrets.toml diff --git a/.github/workflows/test_destination_mssql.yml b/.github/workflows/test_destination_mssql.yml index 6fdd7a5bc5..aaa07358a6 100644 --- a/.github/workflows/test_destination_mssql.yml +++ b/.github/workflows/test_destination_mssql.yml @@ -60,6 +60,7 @@ jobs: virtualenvs-create: true virtualenvs-in-project: true installer-parallel: true + version: 1.8.5 - name: Load cached venv id: cached-poetry-dependencies @@ -69,7 +70,7 @@ jobs: key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}-gcp - name: Install dependencies - run: poetry install --no-interaction -E mssql -E s3 -E gs -E az -E parquet --with sentry-sdk --with pipeline,ibis + run: poetry install --no-interaction -E mssql -E s3 -E gs -E az -E parquet --with sentry-sdk --with pipeline && poetry run pip install ibis-framework[duckdb,postgres,bigquery,snowflake,mssql,clickhouse] - name: create secrets.toml run: pwd && echo "$DLT_SECRETS_TOML" > tests/.dlt/secrets.toml diff --git a/.github/workflows/test_destination_qdrant.yml b/.github/workflows/test_destination_qdrant.yml index c35a171bce..01f9cc44d6 100644 --- a/.github/workflows/test_destination_qdrant.yml +++ b/.github/workflows/test_destination_qdrant.yml @@ -54,6 +54,7 @@ jobs: virtualenvs-create: true virtualenvs-in-project: true installer-parallel: true + version: 1.8.5 - name: Load cached venv id: cached-poetry-dependencies diff --git a/.github/workflows/test_destination_snowflake.yml b/.github/workflows/test_destination_snowflake.yml index 73a2a8f6e7..666a47cb70 100644 --- a/.github/workflows/test_destination_snowflake.yml +++ b/.github/workflows/test_destination_snowflake.yml @@ -55,6 +55,7 @@ jobs: virtualenvs-create: true virtualenvs-in-project: true installer-parallel: true + version: 1.8.5 - name: Load cached venv id: cached-poetry-dependencies @@ -64,7 +65,7 @@ jobs: key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}-gcp - name: Install dependencies - run: poetry install --no-interaction -E snowflake -E s3 -E gs -E az -E parquet --with sentry-sdk --with pipeline,ibis + run: poetry install --no-interaction -E snowflake -E s3 -E gs -E az -E parquet --with sentry-sdk --with pipeline && poetry run pip install ibis-framework[duckdb,postgres,bigquery,snowflake,mssql,clickhouse] - name: create secrets.toml run: pwd && echo "$DLT_SECRETS_TOML" > tests/.dlt/secrets.toml diff --git a/.github/workflows/test_sqlalchemy_destinations.yml b/.github/workflows/test_destination_sqlalchemy.yml similarity index 91% rename from .github/workflows/test_sqlalchemy_destinations.yml rename to .github/workflows/test_destination_sqlalchemy.yml index 1f00373674..36b9c47182 100644 --- a/.github/workflows/test_sqlalchemy_destinations.yml +++ b/.github/workflows/test_destination_sqlalchemy.yml @@ -77,6 +77,7 @@ jobs: virtualenvs-create: true virtualenvs-in-project: true installer-parallel: true + version: 1.8.5 - name: Load cached venv id: cached-poetry-dependencies @@ -86,7 +87,7 @@ jobs: key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}-local-destinations - name: Install dependencies - run: poetry install --no-interaction -E parquet -E filesystem -E sqlalchemy -E cli --with sentry-sdk --with pipeline,ibis && poetry run pip install mysqlclient && poetry run pip install "sqlalchemy==${{ matrix.sqlalchemy }}" + run: poetry install --no-interaction -E parquet -E filesystem -E sqlalchemy -E cli --with sentry-sdk --with pipeline && poetry run pip install ibis-framework[duckdb,postgres,bigquery,snowflake,mssql,clickhouse] && poetry run pip install mysqlclient && poetry run pip install "sqlalchemy==${{ matrix.sqlalchemy }}" - name: create secrets.toml run: pwd && echo "$DLT_SECRETS_TOML" > tests/.dlt/secrets.toml diff --git a/.github/workflows/test_destination_synapse.yml b/.github/workflows/test_destination_synapse.yml index 8f6bf1eb29..14d1931fc8 100644 --- a/.github/workflows/test_destination_synapse.yml +++ b/.github/workflows/test_destination_synapse.yml @@ -58,6 +58,7 @@ jobs: virtualenvs-create: true virtualenvs-in-project: true installer-parallel: true + version: 1.8.5 - name: Load cached venv id: cached-poetry-dependencies @@ -67,7 +68,7 @@ jobs: key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}-gcp - name: Install dependencies - run: poetry install --no-interaction -E synapse -E parquet --with sentry-sdk --with pipeline,ibis + run: poetry install --no-interaction -E synapse -E parquet --with sentry-sdk --with pipeline && poetry run pip install ibis-framework[duckdb,postgres,bigquery,snowflake,mssql,clickhouse] - name: create secrets.toml run: pwd && echo "$DLT_SECRETS_TOML" > tests/.dlt/secrets.toml diff --git a/.github/workflows/test_destinations.yml b/.github/workflows/test_destinations.yml index a9306c2f9c..3894130c39 100644 --- a/.github/workflows/test_destinations.yml +++ b/.github/workflows/test_destinations.yml @@ -67,6 +67,7 @@ jobs: virtualenvs-create: true virtualenvs-in-project: true installer-parallel: true + version: 1.8.5 # - name: Load cached venv # id: cached-poetry-dependencies @@ -77,7 +78,7 @@ jobs: # key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}-redshift - name: Install dependencies - run: poetry install --no-interaction -E redshift -E postgis -E postgres -E gs -E s3 -E az -E parquet -E duckdb -E cli -E filesystem --with sentry-sdk --with pipeline,ibis -E deltalake -E pyiceberg + run: poetry install --no-interaction -E redshift -E postgis -E postgres -E gs -E s3 -E az -E parquet -E duckdb -E cli -E filesystem --with sentry-sdk --with pipeline -E deltalake -E pyiceberg && poetry run pip install ibis-framework[duckdb,postgres,bigquery,snowflake,mssql,clickhouse] - name: Upgrade sqlalchemy run: poetry run pip install sqlalchemy==2.0.18 # minimum version required by `pyiceberg` diff --git a/.github/workflows/test_local_destinations.yml b/.github/workflows/test_destinations_local.yml similarity index 95% rename from .github/workflows/test_local_destinations.yml rename to .github/workflows/test_destinations_local.yml index 706bae1b0c..3a1d13975d 100644 --- a/.github/workflows/test_local_destinations.yml +++ b/.github/workflows/test_destinations_local.yml @@ -86,6 +86,7 @@ jobs: virtualenvs-create: true virtualenvs-in-project: true installer-parallel: true + version: 1.8.5 - name: Load cached venv id: cached-poetry-dependencies @@ -95,7 +96,7 @@ jobs: key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}-local-destinations - name: Install dependencies - run: poetry install --no-interaction -E postgres -E postgis -E duckdb -E parquet -E filesystem -E cli -E weaviate -E qdrant -E sftp --with sentry-sdk --with pipeline,ibis -E deltalake -E pyiceberg + run: poetry install --no-interaction -E postgres -E postgis -E duckdb -E parquet -E filesystem -E cli -E weaviate -E qdrant -E sftp --with sentry-sdk --with pipeline -E deltalake -E pyiceberg && poetry run pip install ibis-framework[duckdb,postgres,bigquery,snowflake,mssql,clickhouse] - name: Upgrade sqlalchemy run: poetry run pip install sqlalchemy==2.0.18 # minimum version required by `pyiceberg` diff --git a/.github/workflows/test_doc_snippets.yml b/.github/workflows/test_doc_snippets.yml index ae06a72df9..1d369e4f6f 100644 --- a/.github/workflows/test_doc_snippets.yml +++ b/.github/workflows/test_doc_snippets.yml @@ -73,11 +73,12 @@ jobs: node-version: 20 - name: Install Poetry - uses: snok/install-poetry@v1 + uses: snok/install-poetry@v1.3.2 with: virtualenvs-create: true virtualenvs-in-project: true installer-parallel: true + version: 1.8.5 - name: Load cached venv id: cached-poetry-dependencies diff --git a/.github/workflows/test_local_sources.yml b/.github/workflows/test_sources_local.yml similarity index 99% rename from .github/workflows/test_local_sources.yml rename to .github/workflows/test_sources_local.yml index 39689f5c85..95a7023dbf 100644 --- a/.github/workflows/test_local_sources.yml +++ b/.github/workflows/test_sources_local.yml @@ -73,6 +73,7 @@ jobs: virtualenvs-create: true virtualenvs-in-project: true installer-parallel: true + version: 1.8.5 - name: Load cached venv id: cached-poetry-dependencies diff --git a/.gitignore b/.gitignore index c88a0f5844..bcf49a5407 100644 --- a/.gitignore +++ b/.gitignore @@ -143,4 +143,5 @@ tmp local_cache/ # test file for examples are generated and should not be committed -docs/examples/**/test*.py \ No newline at end of file +docs/examples/**/test*.py +compiled_requirements.txt \ No newline at end of file diff --git a/Makefile b/Makefile index 975a8a42da..efa95bcc63 100644 --- a/Makefile +++ b/Makefile @@ -102,11 +102,14 @@ publish-library: build-library poetry publish test-build-images: build-library - # TODO: enable when we can remove special duckdb setting for python 3.12 + # NOTE: poetry export does not work with our many different deps, we install a subset and freeze # poetry export -f requirements.txt --output _gen_requirements.txt --without-hashes --extras gcp --extras redshift - # grep `cat compiled_packages.txt` _gen_requirements.txt > compiled_requirements.txt + poetry install --no-interaction -E gcp -E redshift -E duckdb + poetry run pip freeze > _gen_requirements.txt + # filter out libs that need native compilation + grep `cat compiled_packages.txt` _gen_requirements.txt > compiled_requirements.txt docker build -f deploy/dlt/Dockerfile.airflow --build-arg=COMMIT_SHA="$(shell git log -1 --pretty=%h)" --build-arg=IMAGE_VERSION="$(shell poetry version -s)" . - # docker build -f deploy/dlt/Dockerfile --build-arg=COMMIT_SHA="$(shell git log -1 --pretty=%h)" --build-arg=IMAGE_VERSION="$(shell poetry version -s)" . + docker build -f deploy/dlt/Dockerfile --build-arg=COMMIT_SHA="$(shell git log -1 --pretty=%h)" --build-arg=IMAGE_VERSION="$(shell poetry version -s)" . preprocess-docs: # run docs preprocessing to run a few checks and ensure examples can be parsed diff --git a/README.md b/README.md index ee2b2e1fdc..cff14794b4 100644 --- a/README.md +++ b/README.md @@ -28,7 +28,7 @@ Be it a Google Colab notebook, AWS Lambda function, an Airflow DAG, your local l ## Installation -dlt supports Python 3.8+. +dlt supports Python 3.9+. Python 3.13 is supported but considered experimental at this time as not all of dlts extras have python 3.13. support. We additionally maintain a [forked version of pendulum](https://github.com/dlt-hub/pendulum) for 3.13 until there is a release for 3.13. ```sh pip install dlt diff --git a/compiled_packages.txt b/compiled_packages.txt index 5738dbcb07..131a1d1d44 100644 --- a/compiled_packages.txt +++ b/compiled_packages.txt @@ -1 +1 @@ -cffi\|idna\|simplejson\|pendulum\|grpcio\|google-crc32c +pyarrow\|cffi\|idna\|simplejson\|pendulum\|grpcio\|google-crc32c \ No newline at end of file diff --git a/deploy/dlt/Dockerfile b/deploy/dlt/Dockerfile index 3f9f6a2341..57d61d367e 100644 --- a/deploy/dlt/Dockerfile +++ b/deploy/dlt/Dockerfile @@ -1,4 +1,4 @@ -FROM alpine:3.15 +FROM python:3.11.11-alpine # Metadata LABEL org.label-schema.vendor="dltHub" \ @@ -17,16 +17,28 @@ ADD compiled_requirements.txt . # install alpine deps RUN apk update &&\ - apk add --no-cache python3 ca-certificates curl postgresql &&\ - apk add --no-cache --virtual build-deps build-base automake autoconf libtool python3-dev postgresql-dev libffi-dev linux-headers gcc musl-dev &&\ - ln -s /usr/bin/python3 /usr/bin/python &&\ + apk add --no-cache ca-certificates curl postgresql git &&\ + apk add --no-cache --virtual build-deps build-base automake autoconf libtool python3-dev postgresql-dev libffi-dev linux-headers gcc musl-dev cmake &&\ curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py && python3 get-pip.py &&\ rm get-pip.py &&\ - pip3 install --upgrade setuptools wheel &&\ - rm -r /usr/lib/python*/ensurepip &&\ - pip3 install -r compiled_requirements.txt &&\ + pip install --upgrade setuptools wheel pip &&\ + rm -r /usr/lib/python*/ensurepip + +# install arrow 17.0.0, usually we would need apache-arrow-dev=17.0.0 but it is not available in alpine 3.20 +# adapt this version to the arrow version you need +RUN git clone --no-checkout https://github.com/apache/arrow.git /arrow \ + && cd /arrow \ + && git checkout tags/apache-arrow-17.0.0 \ + && cd cpp \ + && mkdir build \ + && cd build \ + && cmake -DARROW_CSV=ON -DARROW_JSON=ON -DARROW_FILESYSTEM=ON .. \ + && make -j$(nproc) \ + && make install + +RUN pip install -r compiled_requirements.txt &&\ apk del --purge build-deps - #rm -r /root/.cache + # add build labels and envs ARG COMMIT_SHA="" @@ -38,7 +50,7 @@ ENV IMAGE_VERSION=${IMAGE_VERSION} # install exactly the same version of the library we used to build COPY dist/dlt-${IMAGE_VERSION}.tar.gz . -RUN pip3 install /tmp/pydlt/dlt-${IMAGE_VERSION}.tar.gz[gcp,redshift,duckdb] +RUN pip install /tmp/pydlt/dlt-${IMAGE_VERSION}.tar.gz[gcp,redshift,duckdb] WORKDIR / RUN rm -r /tmp/pydlt diff --git a/deploy/dlt/Dockerfile.airflow b/deploy/dlt/Dockerfile.airflow index 620b72da0e..cd5988e2e3 100644 --- a/deploy/dlt/Dockerfile.airflow +++ b/deploy/dlt/Dockerfile.airflow @@ -1,4 +1,4 @@ -FROM apache/airflow:2.5.2-python3.8 +FROM apache/airflow:2.5.2-python3.9 # Metadata LABEL org.label-schema.vendor="dltHub" \ diff --git a/dlt/cli/deploy_command_helpers.py b/dlt/cli/deploy_command_helpers.py index fba528acf7..3445165180 100644 --- a/dlt/cli/deploy_command_helpers.py +++ b/dlt/cli/deploy_command_helpers.py @@ -2,6 +2,8 @@ import abc import os import yaml +import ast + from yaml import Dumper from itertools import chain from typing import List, Optional, Sequence, Tuple, Any, Dict @@ -22,7 +24,7 @@ from dlt.common.git import get_origin, get_repo, Repo from dlt.common.configuration.specs.runtime_configuration import get_default_pipeline_name from dlt.common.typing import StrAny -from dlt.common.reflection.utils import evaluate_node_literal, ast_unparse +from dlt.common.reflection.utils import evaluate_node_literal from dlt.common.pipeline import LoadInfo, TPipelineState, get_dlt_repos_dir from dlt.common.storages import FileStorage from dlt.common.utils import set_working_dir @@ -312,7 +314,7 @@ def parse_pipeline_info(visitor: PipelineScriptVisitor) -> List[Tuple[str, Optio if f_r_value is None: fmt.warning( "The value of `dev_mode` in call to `dlt.pipeline` cannot be" - f" determined from {ast_unparse(f_r_node).strip()}. We assume that you know" + f" determined from {ast.unparse(f_r_node).strip()}. We assume that you know" " what you are doing :)" ) if f_r_value is True: @@ -330,7 +332,7 @@ def parse_pipeline_info(visitor: PipelineScriptVisitor) -> List[Tuple[str, Optio raise CliCommandInnerException( "deploy", "The value of 'pipelines_dir' argument in call to `dlt_pipeline` cannot be" - f" determined from {ast_unparse(p_d_node).strip()}. Pipeline working dir" + f" determined from {ast.unparse(p_d_node).strip()}. Pipeline working dir" " will be found. Pass it directly with --pipelines-dir option.", ) @@ -341,7 +343,7 @@ def parse_pipeline_info(visitor: PipelineScriptVisitor) -> List[Tuple[str, Optio raise CliCommandInnerException( "deploy", "The value of 'pipeline_name' argument in call to `dlt_pipeline` cannot be" - f" determined from {ast_unparse(p_d_node).strip()}. Pipeline working dir" + f" determined from {ast.unparse(p_d_node).strip()}. Pipeline working dir" " will be found. Pass it directly with --pipeline-name option.", ) pipelines.append((pipeline_name, pipelines_dir)) diff --git a/dlt/cli/pipeline_files.py b/dlt/cli/pipeline_files.py index c0139fe2a7..0ff834c12f 100644 --- a/dlt/cli/pipeline_files.py +++ b/dlt/cli/pipeline_files.py @@ -4,11 +4,12 @@ import yaml import posixpath from pathlib import Path -from typing import Dict, NamedTuple, Sequence, Tuple, TypedDict, List, Literal +from typing import Dict, NamedTuple, Sequence, Tuple, List, Literal from dlt.cli.exceptions import VerifiedSourceRepoError from dlt.common import git from dlt.common.storages import FileStorage +from dlt.common.typing import TypedDict from dlt.common.reflection.utils import get_module_docstring diff --git a/dlt/cli/source_detection.py b/dlt/cli/source_detection.py index 0769605d01..889ed9e602 100644 --- a/dlt/cli/source_detection.py +++ b/dlt/cli/source_detection.py @@ -4,7 +4,7 @@ from dlt.common.configuration import is_secret_hint from dlt.common.configuration.specs import BaseConfiguration -from dlt.common.reflection.utils import creates_func_def_name_node, ast_unparse +from dlt.common.reflection.utils import creates_func_def_name_node from dlt.common.typing import is_optional_type from dlt.sources import SourceReference @@ -63,7 +63,7 @@ def find_source_calls_to_replace( for calls in visitor.known_sources_resources_calls.values(): for call in calls: transformed_nodes.append( - (call.func, ast.Name(id=pipeline_name + "_" + ast_unparse(call.func))) + (call.func, ast.Name(id=pipeline_name + "_" + ast.unparse(call.func))) ) return transformed_nodes diff --git a/dlt/common/exceptions.py b/dlt/common/exceptions.py index 6a86ab5fbe..5ee40341f5 100644 --- a/dlt/common/exceptions.py +++ b/dlt/common/exceptions.py @@ -1,4 +1,5 @@ -from typing import Any, AnyStr, Dict, List, Sequence, Optional, Iterable, Type, TypedDict +from typing import Any, AnyStr, Dict, List, Sequence, Optional, Type +from dlt.common.typing import TypedDict class ExceptionTrace(TypedDict, total=False): diff --git a/dlt/common/incremental/typing.py b/dlt/common/incremental/typing.py index 2ca981bff0..acffdf5cd1 100644 --- a/dlt/common/incremental/typing.py +++ b/dlt/common/incremental/typing.py @@ -1,8 +1,6 @@ -from typing_extensions import TypedDict - from typing import Any, Callable, List, Literal, Optional, Sequence, TypeVar, Union -from dlt.common.typing import TSortOrder, TTableHintTemplate, TColumnNames +from dlt.common.typing import TSortOrder, TTableHintTemplate, TColumnNames, TypedDict TCursorValue = TypeVar("TCursorValue", bound=Any) LastValueFunc = Callable[[Sequence[TCursorValue]], Any] diff --git a/dlt/common/jsonpath.py b/dlt/common/jsonpath.py index 13f63d336c..c280e2f187 100644 --- a/dlt/common/jsonpath.py +++ b/dlt/common/jsonpath.py @@ -44,7 +44,6 @@ def resolve_paths(paths: TAnyJsonPath, data: DictStrAny) -> List[str]: >>> # ['a.items.[0].b', 'a.items.[1].b'] """ paths = compile_paths(paths) - p: JSONPath return list(chain.from_iterable((str(r.full_path) for r in p.find(data)) for p in paths)) diff --git a/dlt/common/libs/pyarrow.py b/dlt/common/libs/pyarrow.py index 255fcd344e..c7ef450844 100644 --- a/dlt/common/libs/pyarrow.py +++ b/dlt/common/libs/pyarrow.py @@ -462,16 +462,8 @@ def to_arrow_scalar(value: Any, arrow_type: pyarrow.DataType) -> Any: def from_arrow_scalar(arrow_value: pyarrow.Scalar) -> Any: - """Converts arrow scalar into Python type. Currently adds "UTC" to naive date times and converts all others to UTC""" - row_value = arrow_value.as_py() - # dates are not represented as datetimes but I see connector-x represents - # datetimes as dates and keeping the exact time inside. probably a bug - # but can be corrected this way - if isinstance(row_value, date) and not isinstance(row_value, datetime): - row_value = pendulum.from_timestamp(arrow_value.cast(pyarrow.int64()).as_py() / 1000) - elif isinstance(row_value, datetime): - row_value = pendulum.instance(row_value).in_tz("UTC") - return row_value + """Converts arrow scalar into Python type.""" + return arrow_value.as_py() TNewColumns = Sequence[Tuple[int, pyarrow.Field, Callable[[pyarrow.Table], Iterable[Any]]]] diff --git a/dlt/common/libs/pydantic.py b/dlt/common/libs/pydantic.py index df3554ff21..3a826a2e0d 100644 --- a/dlt/common/libs/pydantic.py +++ b/dlt/common/libs/pydantic.py @@ -6,7 +6,6 @@ Generic, Optional, Set, - TypedDict, List, Type, Union, @@ -15,6 +14,7 @@ ) from typing_extensions import Annotated, get_args, get_origin +from dlt.common.typing import TypedDict from dlt.common.data_types import py_type_to_sc_type from dlt.common.exceptions import MissingDependencyException from dlt.common.schema import DataValidationError @@ -248,20 +248,12 @@ def _process_annotation(t_: Type[Any]) -> Type[Any]: return Annotated[_process_annotation(a_t), tuple(a_m)] # type: ignore[return-value] elif is_list_generic_type(t_): l_t: Type[Any] = get_args(t_)[0] - try: - return get_origin(t_)[_process_annotation(l_t)] # type: ignore[no-any-return] - except TypeError: - # this is Python3.8 fallback. it does not support indexers on types - return List[_process_annotation(l_t)] # type: ignore + return get_origin(t_)[_process_annotation(l_t)] # type: ignore[no-any-return] elif is_dict_generic_type(t_): k_t: Type[Any] v_t: Type[Any] k_t, v_t = get_args(t_) - try: - return get_origin(t_)[k_t, _process_annotation(v_t)] # type: ignore[no-any-return] - except TypeError: - # this is Python3.8 fallback. it does not support indexers on types - return Dict[k_t, _process_annotation(v_t)] # type: ignore + return get_origin(t_)[k_t, _process_annotation(v_t)] # type: ignore[no-any-return] elif is_union_type(t_): u_t_s = tuple(_process_annotation(u_t) for u_t in extract_union_types(t_)) return Union[u_t_s] # type: ignore[return-value] diff --git a/dlt/common/metrics.py b/dlt/common/metrics.py index 2f9f574dd0..7cccf47263 100644 --- a/dlt/common/metrics.py +++ b/dlt/common/metrics.py @@ -1,5 +1,6 @@ import datetime # noqa: I251 -from typing import Any, Dict, List, NamedTuple, Optional, Tuple, TypedDict # noqa: 251 +from typing import Any, Dict, List, NamedTuple, Optional, Tuple # noqa: 251 +from dlt.common.typing import TypedDict class DataWriterMetrics(NamedTuple): diff --git a/dlt/common/normalizers/json/relational.py b/dlt/common/normalizers/json/relational.py index 36845b2e14..d243ed9578 100644 --- a/dlt/common/normalizers/json/relational.py +++ b/dlt/common/normalizers/json/relational.py @@ -8,10 +8,10 @@ Tuple, Type, cast, - TypedDict, Any, ) +from dlt.common.typing import TypedDict from dlt.common.normalizers.exceptions import InvalidJsonNormalizer from dlt.common.normalizers.typing import TJSONNormalizer from dlt.common.normalizers.utils import generate_dlt_id diff --git a/dlt/common/normalizers/typing.py b/dlt/common/normalizers/typing.py index 16ad097fde..5f0c4c55b0 100644 --- a/dlt/common/normalizers/typing.py +++ b/dlt/common/normalizers/typing.py @@ -1,7 +1,7 @@ -from typing import List, Optional, Type, TypedDict, Literal, Union +from typing import List, Optional, Type, Literal, Union from types import ModuleType -from dlt.common.typing import StrAny +from dlt.common.typing import StrAny, TypedDict from dlt.common.normalizers.naming import NamingConvention TNamingConventionReferenceArg = Union[str, Type[NamingConvention], ModuleType] diff --git a/dlt/common/pipeline.py b/dlt/common/pipeline.py index 9d3d5792ea..a23306375d 100644 --- a/dlt/common/pipeline.py +++ b/dlt/common/pipeline.py @@ -18,12 +18,12 @@ Sequence, Tuple, TypeVar, - TypedDict, Mapping, Literal, ) from typing_extensions import NotRequired +from dlt.common.typing import TypedDict from dlt.common.configuration import configspec from dlt.common.configuration import known_sections from dlt.common.configuration.container import Container diff --git a/dlt/common/reflection/utils.py b/dlt/common/reflection/utils.py index 27c7bd8758..8282f05b41 100644 --- a/dlt/common/reflection/utils.py +++ b/dlt/common/reflection/utils.py @@ -1,13 +1,7 @@ import ast import inspect -from typing import Any, Dict, List, Optional, Sequence, Tuple, Union, Callable - -try: - import astunparse - ast_unparse: Callable[[ast.AST], str] = astunparse.unparse -except ImportError: - ast_unparse = ast.unparse # type: ignore[attr-defined, unused-ignore] +from typing import Any, Dict, List, Optional, Sequence, Tuple, Union, Callable from dlt.common.typing import AnyFun @@ -31,7 +25,7 @@ def get_literal_defaults(node: Union[ast.FunctionDef, ast.AsyncFunctionDef]) -> literal_defaults: Dict[str, str] = {} for arg, default in zip(reversed(args), reversed(defaults)): if default: - literal_defaults[str(arg.arg)] = ast_unparse(default).strip() + literal_defaults[str(arg.arg)] = ast.unparse(default).strip() return literal_defaults @@ -105,7 +99,7 @@ def rewrite_python_script( script_lines.append(source_script_lines[last_line][last_offset : node.col_offset]) # type: ignore[attr-defined] # replace node value - script_lines.append(ast_unparse(t_value).strip()) + script_lines.append(ast.unparse(t_value).strip()) last_line = node.end_lineno - 1 # type: ignore[attr-defined] last_offset = node.end_col_offset # type: ignore[attr-defined] diff --git a/dlt/common/runners/pool_runner.py b/dlt/common/runners/pool_runner.py index 4c2d2bf136..239bf6bf41 100644 --- a/dlt/common/runners/pool_runner.py +++ b/dlt/common/runners/pool_runner.py @@ -26,7 +26,7 @@ class NullExecutor(Executor): Provides a uniform interface for `None` pool type """ - def submit(self, fn: Callable[P, T], *args: P.args, **kwargs: P.kwargs) -> Future[T]: + def submit(self, fn: Callable[P, T], /, *args: P.args, **kwargs: P.kwargs) -> Future[T]: """Run the job and return a Future""" fut: Future[T] = Future() try: diff --git a/dlt/common/runtime/typing.py b/dlt/common/runtime/typing.py index 9a4d0f3d48..8ab24bcf3a 100644 --- a/dlt/common/runtime/typing.py +++ b/dlt/common/runtime/typing.py @@ -1,9 +1,8 @@ from typing import ( List, Literal, - TypedDict, ) - +from dlt.common.typing import TypedDict TExecInfoNames = Literal[ "kubernetes", diff --git a/dlt/common/schema/typing.py b/dlt/common/schema/typing.py index 6f5d6213c9..c26a525cc2 100644 --- a/dlt/common/schema/typing.py +++ b/dlt/common/schema/typing.py @@ -10,13 +10,13 @@ Set, Tuple, Type, - TypedDict, NewType, Union, get_args, ) from typing_extensions import Never +from dlt.common.typing import TypedDict from dlt.common.data_types import TDataType from dlt.common.normalizers.typing import TNormalizersConfig from dlt.common.typing import TSortOrder, TAnyDateTime, TLoaderFileFormat, TColumnNames diff --git a/dlt/common/storages/fsspec_filesystem.py b/dlt/common/storages/fsspec_filesystem.py index fb929031a1..f2e18ef584 100644 --- a/dlt/common/storages/fsspec_filesystem.py +++ b/dlt/common/storages/fsspec_filesystem.py @@ -9,7 +9,6 @@ Literal, cast, Tuple, - TypedDict, Optional, Union, Iterator, @@ -25,6 +24,7 @@ from fsspec.core import url_to_fs from dlt import version +from dlt.common.typing import TypedDict from dlt.common.pendulum import pendulum from dlt.common.configuration.specs import ( GcpCredentials, diff --git a/dlt/common/storages/load_package.py b/dlt/common/storages/load_package.py index d569fbe662..0e1c0ddf9c 100644 --- a/dlt/common/storages/load_package.py +++ b/dlt/common/storages/load_package.py @@ -21,10 +21,10 @@ cast, Any, Tuple, - TypedDict, ) from typing_extensions import NotRequired +from dlt.common.typing import TypedDict from dlt.common.pendulum import pendulum from dlt.common.json import json from dlt.common.configuration import configspec diff --git a/dlt/common/typing.py b/dlt/common/typing.py index 9866b72ed1..5d2c46a679 100644 --- a/dlt/common/typing.py +++ b/dlt/common/typing.py @@ -45,6 +45,8 @@ from typing_extensions import is_typeddict as _is_typeddict +from typing_extensions import TypedDict # noqa: I251 + try: from types import UnionType # type: ignore[attr-defined] except ImportError: @@ -55,15 +57,11 @@ # in versions of Python>=3.10. UnionType = Never -if sys.version_info[:3] >= (3, 9, 0): - from typing import _SpecialGenericAlias, _GenericAlias # type: ignore[attr-defined] - from types import GenericAlias # type: ignore[attr-defined] +from typing import _SpecialGenericAlias, _GenericAlias # type: ignore[attr-defined] +from types import GenericAlias - typingGenericAlias: Tuple[Any, ...] = (_GenericAlias, _SpecialGenericAlias, GenericAlias) -else: - from typing import _GenericAlias # type: ignore[attr-defined] +typingGenericAlias: Tuple[Any, ...] = (_GenericAlias, _SpecialGenericAlias, GenericAlias) - typingGenericAlias = (_GenericAlias,) from dlt.common.pendulum import timedelta, pendulum @@ -332,7 +330,7 @@ def is_typeddict(t: Type[Any]) -> bool: def is_annotated(ann_type: Any) -> bool: try: - return issubclass(get_origin(ann_type), Annotated) # type: ignore[arg-type] + return get_origin(ann_type) is Annotated except TypeError: return False diff --git a/dlt/common/versioned_state.py b/dlt/common/versioned_state.py index 52a26c6943..cc30c9c0b9 100644 --- a/dlt/common/versioned_state.py +++ b/dlt/common/versioned_state.py @@ -2,11 +2,12 @@ import hashlib import binascii from copy import copy -from typing import TypedDict, List, Tuple, Mapping +from typing import List, Tuple, Mapping from dlt.common.json import json from dlt.common.typing import DictStrAny from dlt.common.utils import compressed_b64decode, compressed_b64encode +from dlt.common.typing import TypedDict class TVersionedState(TypedDict, total=False): diff --git a/dlt/destinations/impl/databricks/databricks.py b/dlt/destinations/impl/databricks/databricks.py index a83db6ec34..fd97ded510 100644 --- a/dlt/destinations/impl/databricks/databricks.py +++ b/dlt/destinations/impl/databricks/databricks.py @@ -28,8 +28,7 @@ from dlt.common.schema import TColumnSchema, Schema from dlt.common.schema.typing import TColumnType from dlt.common.storages import FilesystemConfiguration, fsspec_from_config - -from dlt.destinations.insert_job_client import InsertValuesJobClient +from dlt.destinations.job_client_impl import SqlJobClientWithStagingDataset from dlt.destinations.exceptions import LoadJobTerminalException from dlt.destinations.impl.databricks.configuration import DatabricksClientConfiguration from dlt.destinations.impl.databricks.sql_client import DatabricksSqlClient @@ -198,7 +197,7 @@ def gen_delete_from_sql( """ -class DatabricksClient(InsertValuesJobClient, SupportsStagingDestination): +class DatabricksClient(SqlJobClientWithStagingDataset, SupportsStagingDestination): def __init__( self, schema: Schema, @@ -213,7 +212,7 @@ def __init__( ) super().__init__(schema, config, sql_client) self.config: DatabricksClientConfiguration = config - self.sql_client: DatabricksSqlClient = sql_client + self.sql_client: DatabricksSqlClient = sql_client # type: ignore[assignment, unused-ignore] self.type_mapper = self.capabilities.get_type_mapper() def create_load_job( diff --git a/dlt/destinations/impl/databricks/sql_client.py b/dlt/destinations/impl/databricks/sql_client.py index 16e1e73d93..9f695b9d6e 100644 --- a/dlt/destinations/impl/databricks/sql_client.py +++ b/dlt/destinations/impl/databricks/sql_client.py @@ -16,7 +16,7 @@ ) from databricks.sdk.core import Config, oauth_service_principal -from databricks import sql as databricks_lib # type: ignore[attr-defined] +from databricks import sql as databricks_lib from databricks.sql.client import ( Connection as DatabricksSqlConnection, Cursor as DatabricksSqlCursor, @@ -43,7 +43,7 @@ class DatabricksCursorImpl(DBApiCursorImpl): """Use native data frame support if available""" - native_cursor: DatabricksSqlCursor + native_cursor: DatabricksSqlCursor # type: ignore[assignment, unused-ignore] vector_size: ClassVar[int] = 2048 # vector size is 2048 def iter_arrow(self, chunk_size: int) -> Generator[ArrowTable, None, None]: @@ -140,7 +140,6 @@ def execute_sql( @contextmanager @raise_database_error def execute_query(self, query: AnyStr, *args: Any, **kwargs: Any) -> Iterator[DBApiCursor]: - curr: DBApiCursor # TODO: Inline param support will be dropped in future databricks driver, switch to :named paramstyle # This will drop support for cluster runtime v13.x # db_args: Optional[Dict[str, Any]] @@ -159,10 +158,11 @@ def execute_query(self, query: AnyStr, *args: Any, **kwargs: Any) -> Iterator[DB # else: # db_args = kwargs or None + assert isinstance(query, str) db_args = args or kwargs or None with self._conn.cursor() as curr: curr.execute(query, db_args) - yield DatabricksCursorImpl(curr) # type: ignore[abstract] + yield DatabricksCursorImpl(curr) # type: ignore[arg-type, abstract, unused-ignore] def catalog_name(self, escape: bool = True) -> Optional[str]: catalog = self.capabilities.casefold_identifier(self.credentials.catalog) diff --git a/dlt/destinations/impl/lancedb/lancedb_client.py b/dlt/destinations/impl/lancedb/lancedb_client.py index bb0e12f8ec..e484435720 100644 --- a/dlt/destinations/impl/lancedb/lancedb_client.py +++ b/dlt/destinations/impl/lancedb/lancedb_client.py @@ -536,7 +536,7 @@ def update_schema_in_storage(self) -> None: self.schema.naming.normalize_identifier( "engine_version" ): self.schema.ENGINE_VERSION, - self.schema.naming.normalize_identifier("inserted_at"): str(pendulum.now()), + self.schema.naming.normalize_identifier("inserted_at"): pendulum.now(), self.schema.naming.normalize_identifier("schema_name"): self.schema.name, self.schema.naming.normalize_identifier( "version_hash" @@ -693,7 +693,7 @@ def complete_load(self, load_id: str) -> None: self.schema.naming.normalize_identifier("load_id"): load_id, self.schema.naming.normalize_identifier("schema_name"): self.schema.name, self.schema.naming.normalize_identifier("status"): 0, - self.schema.naming.normalize_identifier("inserted_at"): str(pendulum.now()), + self.schema.naming.normalize_identifier("inserted_at"): pendulum.now(), self.schema.naming.normalize_identifier("schema_version_hash"): None, } ] diff --git a/dlt/destinations/sql_client.py b/dlt/destinations/sql_client.py index 7d1728b43d..345afff18e 100644 --- a/dlt/destinations/sql_client.py +++ b/dlt/destinations/sql_client.py @@ -17,11 +17,10 @@ AnyStr, List, Generator, - TypedDict, cast, ) -from dlt.common.typing import TFun +from dlt.common.typing import TFun, TypedDict from dlt.common.schema.typing import TTableSchemaColumns from dlt.common.destination import DestinationCapabilitiesContext from dlt.common.utils import concat_strings_with_limit diff --git a/dlt/destinations/sql_jobs.py b/dlt/destinations/sql_jobs.py index a389c13170..8890a829a8 100644 --- a/dlt/destinations/sql_jobs.py +++ b/dlt/destinations/sql_jobs.py @@ -1,9 +1,10 @@ -from typing import Any, Dict, List, Sequence, Tuple, cast, TypedDict, Optional, Callable, Union +from typing import Any, Dict, List, Sequence, Tuple, cast, Optional, Callable, Union import yaml from dlt.common.time import ensure_pendulum_datetime from dlt.common.destination.reference import PreparedTableSchema from dlt.common.destination.utils import resolve_merge_strategy +from dlt.common.typing import TypedDict from dlt.common.schema.typing import ( TSortOrder, diff --git a/dlt/extract/hints.py b/dlt/extract/hints.py index 22a0062acf..f4382f0cb6 100644 --- a/dlt/extract/hints.py +++ b/dlt/extract/hints.py @@ -1,4 +1,4 @@ -from typing import TypedDict, cast, Any, Optional, Dict, Sequence, Mapping, Union +from typing import cast, Any, Optional, Dict, Sequence, Mapping, Union from typing_extensions import Self from dlt.common import logger @@ -19,6 +19,8 @@ MERGE_STRATEGIES, TTableReferenceParam, ) + +from dlt.common.typing import TypedDict from dlt.common.schema.utils import ( DEFAULT_WRITE_DISPOSITION, merge_column, diff --git a/dlt/extract/incremental/__init__.py b/dlt/extract/incremental/__init__.py index 40734095cf..6d77758d59 100644 --- a/dlt/extract/incremental/__init__.py +++ b/dlt/extract/incremental/__init__.py @@ -30,7 +30,6 @@ coerce_value, py_type_to_sc_type, ) -from dlt.common.utils import without_none from dlt.extract.exceptions import IncrementalUnboundError from dlt.extract.incremental.exceptions import ( diff --git a/dlt/extract/incremental/transform.py b/dlt/extract/incremental/transform.py index 1d213e26c2..af950c141c 100644 --- a/dlt/extract/incremental/transform.py +++ b/dlt/extract/incremental/transform.py @@ -24,12 +24,15 @@ try: from dlt.common.libs import pyarrow - from dlt.common.libs.numpy import numpy from dlt.common.libs.pyarrow import pyarrow as pa, TAnyArrowItem from dlt.common.libs.pyarrow import from_arrow_scalar, to_arrow_scalar except MissingDependencyException: pa = None pyarrow = None + +try: + from dlt.common.libs.numpy import numpy +except MissingDependencyException: numpy = None # NOTE: always import pandas independently from pyarrow @@ -113,6 +116,19 @@ def __call__( row: TDataItem, ) -> Tuple[bool, bool, bool]: ... + @staticmethod + def _adapt_if_datetime(row_value: Any, last_value: Any) -> Any: + # For datetime cursor, ensure the value is a timezone aware datetime. + # The object saved in state will always be a tz aware pendulum datetime so this ensures values are comparable + if ( + isinstance(row_value, datetime) + and row_value.tzinfo is None + and isinstance(last_value, datetime) + and last_value.tzinfo is not None + ): + row_value = pendulum.instance(row_value).in_tz("UTC") + return row_value + @property def deduplication_disabled(self) -> bool: """Skip deduplication when length of the key is 0 or if lag is applied.""" @@ -185,19 +201,9 @@ def __call__( return None, False, False else: return row, False, False - last_value = self.last_value last_value_func = self.last_value_func - - # For datetime cursor, ensure the value is a timezone aware datetime. - # The object saved in state will always be a tz aware pendulum datetime so this ensures values are comparable - if ( - isinstance(row_value, datetime) - and row_value.tzinfo is None - and isinstance(last_value, datetime) - and last_value.tzinfo is not None - ): - row_value = pendulum.instance(row_value).in_tz("UTC") + row_value = self._adapt_if_datetime(row_value, last_value) # Check whether end_value has been reached # Filter end value ranges exclusively, so in case of "max" function we remove values >= end_value @@ -320,7 +326,9 @@ def _add_unique_index(self, tbl: "pa.Table") -> "pa.Table": """Creates unique index if necessary.""" # create unique index if necessary if self._dlt_index not in tbl.schema.names: - tbl = pyarrow.append_column(tbl, self._dlt_index, pa.array(numpy.arange(tbl.num_rows))) + # indices = pa.compute.sequence(start=0, step=1, length=tbl.num_rows, + indices = pa.array(range(tbl.num_rows)) + tbl = pyarrow.append_column(tbl, self._dlt_index, indices) return tbl def __call__( @@ -354,13 +362,8 @@ def __call__( # TODO: Json path support. For now assume the cursor_path is a column name cursor_path = self.cursor_path - - # The new max/min value try: - # NOTE: datetimes are always pendulum in UTC - row_value = from_arrow_scalar(self.compute(tbl[cursor_path])) cursor_data_type = tbl.schema.field(cursor_path).type - row_value_scalar = to_arrow_scalar(row_value, cursor_data_type) except KeyError as e: raise IncrementalCursorPathMissing( self.resource_name, @@ -371,6 +374,12 @@ def __call__( " must be a column name.", ) from e + # The new max/min value + row_value_scalar = self.compute( + tbl[cursor_path] + ) # to_arrow_scalar(row_value, cursor_data_type) + row_value = self._adapt_if_datetime(from_arrow_scalar(row_value_scalar), self.last_value) + if tbl.schema.field(cursor_path).nullable: tbl_without_null, tbl_with_null = self._process_null_at_cursor_path(tbl) tbl = tbl_without_null diff --git a/dlt/pipeline/drop.py b/dlt/pipeline/drop.py index cd982cf676..1e4788d08d 100644 --- a/dlt/pipeline/drop.py +++ b/dlt/pipeline/drop.py @@ -1,4 +1,4 @@ -from typing import Union, Iterable, Optional, List, Dict, Any, Tuple, TypedDict +from typing import Union, Iterable, Optional, List, Dict, Any, Tuple from copy import deepcopy from itertools import chain from dataclasses import dataclass @@ -12,6 +12,8 @@ reset_resource_state, _delete_source_state_keys, ) +from dlt.common.typing import TypedDict + from dlt.common.schema.typing import TSimpleRegex, TTableSchema from dlt.common.schema.utils import ( group_tables_by_resource, diff --git a/dlt/pipeline/platform.py b/dlt/pipeline/platform.py index e43e2f4dbe..5f30e579e5 100644 --- a/dlt/pipeline/platform.py +++ b/dlt/pipeline/platform.py @@ -1,5 +1,5 @@ """Implements SupportsTracking""" -from typing import Any, cast, TypedDict, List +from typing import Any, cast, List from requests import Session from dlt.common import logger @@ -7,6 +7,7 @@ from dlt.common.pipeline import LoadInfo from dlt.common.managed_thread_pool import ManagedThreadPool from dlt.common.schema.typing import TStoredSchema +from dlt.common.typing import TypedDict from dlt.pipeline.trace import PipelineTrace, PipelineStepTrace, TPipelineStep, SupportsPipeline diff --git a/dlt/reflection/script_visitor.py b/dlt/reflection/script_visitor.py index c49fed20ab..d96b34b3a3 100644 --- a/dlt/reflection/script_visitor.py +++ b/dlt/reflection/script_visitor.py @@ -1,9 +1,9 @@ import inspect import ast -from ast import NodeVisitor +from ast import NodeVisitor, unparse from typing import Any, Dict, List -from dlt.common.reflection.utils import find_outer_func_def, ast_unparse +from dlt.common.reflection.utils import find_outer_func_def import dlt.reflection.names as n @@ -67,9 +67,9 @@ def visit_FunctionDef(self, node: ast.FunctionDef) -> Any: for deco in node.decorator_list: # decorators can be function calls, attributes or names if isinstance(deco, (ast.Name, ast.Attribute)): - alias_name = ast_unparse(deco).strip() + alias_name = ast.unparse(deco).strip() elif isinstance(deco, ast.Call): - alias_name = ast_unparse(deco.func).strip() + alias_name = ast.unparse(deco.func).strip() else: raise ValueError( self.source_segment(deco), type(deco), "Unknown decorator form" @@ -86,7 +86,7 @@ def visit_FunctionDef(self, node: ast.FunctionDef) -> Any: def visit_Call(self, node: ast.Call) -> Any: if self._curr_pass == 2: # check if this is a call to any of known functions - alias_name = ast_unparse(node.func).strip() + alias_name = ast.unparse(node.func).strip() fn = self.func_aliases.get(alias_name) if not fn: # try a fallback to "run" function that may be called on pipeline or source diff --git a/dlt/sources/rest_api/__init__.py b/dlt/sources/rest_api/__init__.py index 966d9e8b6c..fda3aa9a5b 100644 --- a/dlt/sources/rest_api/__init__.py +++ b/dlt/sources/rest_api/__init__.py @@ -1,7 +1,7 @@ """Generic API Source""" from copy import deepcopy from typing import Any, Dict, List, Optional, Generator, Callable, cast, Union -import graphlib # type: ignore[import,unused-ignore] +import graphlib from requests.auth import AuthBase import dlt @@ -229,7 +229,7 @@ def rest_api_resources(config: RESTAPIConfig) -> List[DltResource]: def create_resources( client_config: ClientConfig, - dependency_graph: graphlib.TopologicalSorter, + dependency_graph: graphlib.TopologicalSorter, # type: ignore[type-arg] endpoint_resource_map: Dict[str, Union[EndpointResource, DltResource]], resolved_param_map: Dict[str, Optional[List[ResolvedParam]]], ) -> Dict[str, DltResource]: diff --git a/dlt/sources/rest_api/config_setup.py b/dlt/sources/rest_api/config_setup.py index bf62c6c4f7..0425c28582 100644 --- a/dlt/sources/rest_api/config_setup.py +++ b/dlt/sources/rest_api/config_setup.py @@ -12,7 +12,7 @@ cast, NamedTuple, ) -import graphlib # type: ignore[import,unused-ignore] +import graphlib import string from requests import Response @@ -277,10 +277,12 @@ def make_parent_key_name(resource_name: str, field_name: str) -> str: def build_resource_dependency_graph( resource_defaults: EndpointResourceBase, resource_list: List[Union[str, EndpointResource, DltResource]], -) -> Tuple[ - Any, Dict[str, Union[EndpointResource, DltResource]], Dict[str, Optional[List[ResolvedParam]]] +) -> Tuple[ # type: ignore[type-arg] + graphlib.TopologicalSorter, + Dict[str, Union[EndpointResource, DltResource]], + Dict[str, Optional[List[ResolvedParam]]], ]: - dependency_graph = graphlib.TopologicalSorter() + dependency_graph: graphlib.TopologicalSorter = graphlib.TopologicalSorter() # type: ignore[type-arg] resolved_param_map: Dict[str, Optional[List[ResolvedParam]]] = {} endpoint_resource_map = expand_and_index_resources(resource_list, resource_defaults) diff --git a/dlt/sources/rest_api/typing.py b/dlt/sources/rest_api/typing.py index c48e54de4a..21de95f2ed 100644 --- a/dlt/sources/rest_api/typing.py +++ b/dlt/sources/rest_api/typing.py @@ -1,5 +1,4 @@ from dataclasses import dataclass, field -from typing_extensions import TypedDict from typing import ( Any, @@ -12,6 +11,7 @@ ) from dlt.common import jsonpath +from dlt.common.typing import TypedDict from dlt.common.schema.typing import ( TAnySchemaColumns, ) diff --git a/dlt/sources/sql_database/schema_types.py b/dlt/sources/sql_database/schema_types.py index 1cca0b81bb..b9cb29ef8a 100644 --- a/dlt/sources/sql_database/schema_types.py +++ b/dlt/sources/sql_database/schema_types.py @@ -7,14 +7,13 @@ List, Callable, Union, - TypedDict, Dict, ) from typing_extensions import TypeAlias from sqlalchemy.exc import NoReferencedTableError - +from dlt.common.typing import TypedDict from dlt.common.libs.sql_alchemy import Table, Column, Row, sqltypes, Select, TypeEngine from dlt.common import logger from dlt.common.schema.typing import TColumnSchema, TTableSchemaColumns, TTableReference diff --git a/docs/examples/archive/sources/singer_tap.py b/docs/examples/archive/sources/singer_tap.py index 3c733c33f1..0371e5b1a4 100644 --- a/docs/examples/archive/sources/singer_tap.py +++ b/docs/examples/archive/sources/singer_tap.py @@ -1,8 +1,9 @@ import os import tempfile -from typing import Any, Iterator, TypedDict, cast, Union +from typing import Any, Iterator, cast, Union import dlt +from dlt.common.typing import TypedDict from dlt.common import json from dlt.common.configuration.specs import BaseConfiguration from dlt.common.runners.venv import Venv diff --git a/docs/website/docs/dlt-ecosystem/destinations/mssql.md b/docs/website/docs/dlt-ecosystem/destinations/mssql.md index 9e830407dc..0ab03a3491 100644 --- a/docs/website/docs/dlt-ecosystem/destinations/mssql.md +++ b/docs/website/docs/dlt-ecosystem/destinations/mssql.md @@ -76,6 +76,10 @@ You can place any ODBC-specific settings into the query string or **destination. destination.mssql.credentials="mssql://loader.database.windows.net/dlt_data?trusted_connection=yes" ``` +:::note +If you encounter missing credentials errors when using Windows authentication, set the 'username' and 'password' as empty strings in the TOML file. +::: + **To connect to a local SQL server instance running without SSL**, pass the `encrypt=no` parameter: ```toml destination.mssql.credentials="mssql://loader:loader@localhost/dlt_data?encrypt=no" diff --git a/mypy.ini b/mypy.ini index fdf0ceb1e6..51151486b6 100644 --- a/mypy.ini +++ b/mypy.ini @@ -1,5 +1,5 @@ [mypy] -python_version=3.8 +python_version=3.9 ignore_missing_imports=false strict_optional=false warn_redundant_casts=true @@ -24,9 +24,6 @@ disallow_untyped_defs=false [mypy-jsonpath_ng.*] ignore_missing_imports=true -[mypy-astunparse.*] -ignore_missing_imports=true - [mypy-google.oauth2.*] ignore_missing_imports=true @@ -89,6 +86,9 @@ ignore_missing_imports=true [mypy-pandas.*] ignore_missing_imports=true +[mypy-numpy.*] +ignore_missing_imports=true + [mypy-apiclient.*] ignore_missing_imports=true @@ -101,8 +101,10 @@ ignore_missing_imports=true [mypy-connectorx] ignore_missing_imports=true + [mypy-s3fs.*] ignore_missing_imports=true + [mypy-win_precise_time] ignore_missing_imports=true @@ -121,6 +123,9 @@ ignore_missing_imports = True [mypy-pytz.*] ignore_missing_imports = True +[mypy-sentry_sdk.*] +ignore_missing_imports = True + [mypy-tornado.*] ignore_missing_imports = True @@ -130,7 +135,7 @@ ignore_missing_imports = True [mypy-snowflake.*] ignore_missing_imports = True -[mypy-backports.*] +[mypy-pendulum.*] ignore_missing_imports = True [mypy-time_machine.*] diff --git a/poetry.lock b/poetry.lock index 82d9bf90f8..b5ba07b8a7 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 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 = "about-time" @@ -255,8 +255,6 @@ files = [ ] [package.dependencies] -importlib-metadata = {version = "*", markers = "python_version < \"3.9\""} -importlib-resources = {version = "*", markers = "python_version < \"3.9\""} Mako = "*" SQLAlchemy = ">=1.3.0" typing-extensions = ">=4" @@ -290,9 +288,6 @@ files = [ {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"}, ] -[package.dependencies] -typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.9\""} - [[package]] name = "ansicon" version = "1.89.0" @@ -366,8 +361,6 @@ fsspec = ">=2023.10.0" google-re2 = ">=1.0" gunicorn = ">=20.1.0" httpx = "*" -importlib-metadata = {version = ">=1.7", markers = "python_version < \"3.9\""} -importlib-resources = {version = ">=5.2", markers = "python_version < \"3.9\""} itsdangerous = ">=2.0" jinja2 = ">=3.0.0" jsonschema = ">=4.18.0" @@ -746,21 +739,6 @@ six = ">=1.12.0" [package.extras] test = ["astroid", "pytest"] -[[package]] -name = "astunparse" -version = "1.6.3" -description = "An AST unparser for Python" -optional = false -python-versions = "*" -files = [ - {file = "astunparse-1.6.3-py2.py3-none-any.whl", hash = "sha256:c2652417f2c8b5bb325c885ae329bdf3f86424075c4fd1a128674bc6fba4b8e8"}, - {file = "astunparse-1.6.3.tar.gz", hash = "sha256:5ad93a8456f0d084c3456d059fd9a92cce667963232cbf763eac3bc5b7940872"}, -] - -[package.dependencies] -six = ">=1.6.1,<2.0" -wheel = ">=0.23.0,<1.0" - [[package]] name = "async-timeout" version = "4.0.3" @@ -772,17 +750,6 @@ files = [ {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"}, ] -[[package]] -name = "atpublic" -version = "5.0" -description = "Keep all y'all's __all__'s in sync" -optional = false -python-versions = ">=3.8" -files = [ - {file = "atpublic-5.0-py3-none-any.whl", hash = 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Python" -optional = false +optional = true python-versions = ">=3.8" files = [ {file = "zstandard-0.22.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:275df437ab03f8c033b8a2c181e51716c32d831082d93ce48002a5227ec93019"}, @@ -10695,25 +10965,25 @@ cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\ cffi = ["cffi (>=1.11)"] [extras] -athena = ["botocore", "pyarrow", "pyathena", "s3fs"] +athena = ["botocore", "pyarrow", "pyarrow", "pyathena", "s3fs"] az = ["adlfs"] -bigquery = ["db-dtypes", "gcsfs", "google-cloud-bigquery", "grpcio", "pyarrow"] +bigquery = ["db-dtypes", "gcsfs", "google-cloud-bigquery", "grpcio", "pyarrow", "pyarrow"] cli = ["cron-descriptor", "pipdeptree"] -clickhouse = ["adlfs", "clickhouse-connect", "clickhouse-driver", "gcsfs", "pyarrow", "s3fs"] -databricks = ["databricks-sdk", "databricks-sql-connector"] -deltalake = ["deltalake", "pyarrow"] -dremio = ["pyarrow"] +clickhouse = ["adlfs", "clickhouse-connect", "clickhouse-driver", "gcsfs", "pyarrow", "pyarrow", "s3fs"] +databricks = ["databricks-sdk", "databricks-sql-connector", "databricks-sql-connector"] +deltalake = ["deltalake", "pyarrow", "pyarrow"] +dremio = ["pyarrow", "pyarrow"] duckdb = ["duckdb"] filesystem = ["botocore", "s3fs", "sqlglot"] gcp = ["db-dtypes", "gcsfs", "google-cloud-bigquery", "grpcio"] gs = ["gcsfs"] -lancedb = ["lancedb", "pyarrow", "tantivy"] -motherduck = ["duckdb", "pyarrow"] +lancedb = ["lancedb", "pyarrow", "pyarrow", "tantivy"] +motherduck = ["duckdb", "pyarrow", "pyarrow"] mssql = ["pyodbc"] -parquet = ["pyarrow"] +parquet = ["pyarrow", "pyarrow"] postgis = ["psycopg2-binary", "psycopg2cffi"] postgres = ["psycopg2-binary", "psycopg2cffi"] -pyiceberg = ["pyarrow", "pyiceberg", "sqlalchemy"] +pyiceberg = ["pyarrow", "pyarrow", "pyiceberg", "sqlalchemy"] qdrant = ["qdrant-client"] redshift = ["psycopg2-binary", "psycopg2cffi"] s3 = ["botocore", "s3fs"] @@ -10721,10 +10991,10 @@ sftp = ["paramiko"] snowflake = ["snowflake-connector-python"] sql-database = ["sqlalchemy"] sqlalchemy = ["alembic", "sqlalchemy"] -synapse = ["adlfs", "pyarrow", "pyodbc"] +synapse = ["adlfs", "pyarrow", "pyarrow", "pyodbc"] weaviate = ["weaviate-client"] [metadata] lock-version = "2.0" -python-versions = ">=3.8.1,<3.13" -content-hash = "5513aca05ae04d7941f2a890d0fefa86a08371508a2d319c1e558c29ff8a45f3" +python-versions = ">=3.9,<3.14" +content-hash = "bbaa63d148526306cd966244e86e41fff7ef01cac3d112df1f762c64058671c8" diff --git a/pyproject.toml b/pyproject.toml index 646ed215a3..5fcf629ed1 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -9,11 +9,16 @@ license = "Apache-2.0" homepage = "https://github.com/dlt-hub" repository = "https://github.com/dlt-hub/dlt" classifiers = [ - "Development Status :: 4 - Beta", +"Development Status :: 5 - Production/Stable", "Intended Audience :: Developers", "License :: OSI Approved :: Apache Software License", "Topic :: Software Development :: Libraries", "Typing :: Typed", + "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", "Operating System :: MacOS :: MacOS X", "Operating System :: POSIX :: Linux", "Operating System :: Microsoft :: Windows",] @@ -24,9 +29,13 @@ packages = [ ] [tool.poetry.dependencies] -python = ">=3.8.1,<3.13" +python = ">=3.9,<3.14" requests = ">=2.26.0" -pendulum = ">=2.1.2" +pendulum = {version = ">=2.1.2", markers = "python_version < '3.13'"} +# NOTE: revert to normal pendulum once it supports python 3.13 +dlt-pendulum = [ + {version="3.0.1a1", allow-prereleases = true, markers = "python_version >= '3.13'"} +] simplejson = ">=3.17.5" PyYAML = ">=5.4.1" semver = ">=3.0.0" @@ -40,7 +49,6 @@ click = ">=7.1" requirements-parser = ">=0.5.0" setuptools = ">=65.6.0" humanize = ">=4.4.0" -astunparse = { "version" = ">=1.6.3", "python" = "<3.9"} gitpython = ">=3.1.29" pytz = ">=2022.6" giturlparse = ">=0.10.0" @@ -52,7 +60,6 @@ fsspec = ">=2022.4.0" packaging = ">=21.1" pluggy = ">=1.3.0" win-precise-time = {version = ">=1.4.2", markers="os_name == 'nt'"} -graphlib-backport = {version = "*", python = "<3.9"} psycopg2-binary = {version = ">=2.9.1", optional = true} # use this dependency as the current version of psycopg2cffi does not have sql module @@ -60,11 +67,14 @@ psycopg2-binary = {version = ">=2.9.1", optional = true} psycopg2cffi = {version = ">=2.9.0", optional = true, markers="platform_python_implementation == 'PyPy'"} grpcio = {version = ">=1.50.0", optional = true} google-cloud-bigquery = {version = ">=2.26.0", optional = true} -pyarrow = {version = ">=12.0.0", optional = true} +pyarrow = [ + {version = ">=12.0.0,<18", markers = "python_version >= '3.9' and python_version < '3.13'", optional = true}, + {version = ">=18.0.0", markers = "python_version >= '3.13'", optional = true} +] duckdb = {version = ">=0.9", optional = true} # keep per-python version dependency as a reference # duckdb = [ -# {version = ">=0.6.1,<0.10.0", python = ">=3.8,<3.12", optional = true}, +# {version = ">=0.6.1,<0.10.0", python = ">=3.9,<3.12", optional = true}, # {version = ">=0.10.0,<0.11.0", python = ">=3.12", optional = true} # ] s3fs = {version = ">=2022.4.0", optional = true} @@ -78,10 +88,13 @@ weaviate-client = {version = ">=3.22", optional = true} adlfs = {version = ">=2024.7.0", optional = true} pyodbc = {version = ">=4.0.39", optional = true} qdrant-client = {version = ">=1.8", optional = true, extras = ["fastembed"]} -databricks-sql-connector = {version = ">=2.9.3", optional = true} +databricks-sql-connector = [ + {version = ">=2.9.3,<4", optional = true, markers = "python_version <= '3.12'"}, + {version = ">=3.6.0", optional = true, markers = "python_version >= '3.13'"}, +] clickhouse-driver = { version = ">=0.2.7", optional = true } clickhouse-connect = { version = ">=0.7.7", optional = true } -lancedb = { version = ">=0.8.2", optional = true, markers = "python_version >= '3.9'", allow-prereleases = true } +lancedb = { version = ">=0.8.2", optional = true, markers = "python_version < '3.13'", allow-prereleases = true } tantivy = { version = ">= 0.22.0", optional = true } deltalake = { version = ">=0.21.0", optional = true } sqlalchemy = { version = ">=1.4", optional = true } @@ -94,8 +107,9 @@ db-dtypes = { version = ">=1.2.0", optional = true } # https://github.com/apache/airflow/issues/28723 # pyiceberg = { version = ">=0.7.1", optional = true, extras = ["sql-sqlite"] } # we will rely on manual installation of `sqlalchemy>=2.0.18` instead -pyiceberg = { version = ">=0.8.1", python = ">=3.9", optional = true } +pyiceberg = { version = ">=0.8.1", optional = true } databricks-sdk = {version = ">=0.38.0", optional = true} +pywin32 = {version = ">=306", optional = true, platform = "win32"} [tool.poetry.extras] gcp = ["grpcio", "google-cloud-bigquery", "db-dtypes", "gcsfs"] @@ -132,10 +146,10 @@ postgis = ["psycopg2-binary", "psycopg2cffi"] dlt = "dlt.cli._dlt:_main" [tool.poetry.group.dev.dependencies] -cffi = "^1.16" -greenlet = "^3.0.3" -regex = "^2023.10" -pendulum = ">=3" +cffi = ">=1.16" +greenlet = ">=3.1" +regex = ">=2024.10" +sqlalchemy = "<2" requests-mock = "^1.10.0" types-click = "^7.1.8" sqlfluff = "^2.3.2" @@ -143,7 +157,7 @@ types-deprecated = "^1.2.9.2" pytest-console-scripts = "^1.4.1" pytest = "^7.0.0" mypy = ">=1.11.0,<1.13.0" -flake8 = "^5.0.0" +flake8 = "^7.0.0" bandit = "^1.7.0" black = "^23.7.0" isort = "^5.12.0" @@ -181,8 +195,8 @@ shapely = ">=2.0.6" optional = true [tool.poetry.group.sources.dependencies] connectorx = [ - {version = "0.3.2", python = "3.8"}, - {version = ">=0.3.3", python = ">=3.9"} + {version = ">=0.3.3", python = ">=3.9"}, + {version = ">=0.4.0", python = ">=3.10"} ] pymysql = "^1.1.0" openpyxl = "^3" @@ -195,10 +209,11 @@ google-auth-oauthlib = "^1.0.0" tqdm = "^4.65.0" enlighten = "^1.11.2" alive-progress = "^3.1.1" -pydantic = ">2" +pydantic = ">=2.10" numpy = [ - { version = ">=1.21", python = ">=3.8,<3.12" }, - { version = ">=1.26", python = ">=3.12" } + { version = ">=1.21", python = ">=3.9,<3.12" }, + { version = ">=1.26", python = ">=3.12" }, + { version = ">=2.0.0", python = ">=3.13" } ] pandas = [ {version = ">2.1", markers = "python_version >= '3.12'"}, @@ -212,11 +227,12 @@ optional = true [tool.poetry.group.airflow.dependencies] apache-airflow = {version = "^2.8.0", markers = "python_version < '3.12'"} -[tool.poetry.group.ibis] -optional = true +# TODO: restore when ibis allows pyarrow 18 +# [tool.poetry.group.ibis] +#optional = true -[tool.poetry.group.ibis.dependencies] -ibis-framework = { version = ">=9.0.0,<10.0.0", markers = "python_version >= '3.10'", extras = ["duckdb", "postgres", "bigquery", "snowflake", "mssql", "clickhouse"]} +#[tool.poetry.group.ibis.dependencies] +# ibis-framework = { version = ">=9.0.0,<10.0.0", markers = "python_version >= '3.10'", extras = ["duckdb", "postgres", "bigquery", "snowflake", "mssql", "clickhouse"]} [tool.poetry.group.providers] optional = true @@ -255,9 +271,14 @@ dbt-duckdb = ">=1.2.0" pymongo = ">=4.3.3" pandas = ">2" alive-progress = ">=3.0.1" -pyarrow = ">=17.0.0" +pyarrow = [ + {version = ">=17.0.0", markers = "python_version < '3.13'"}, + {version = ">=18.0.0", markers = "python_version >= '3.13'"} +] psycopg2-binary = ">=2.9" -lancedb = { version = ">=0.8.2", markers = "python_version >= '3.9'", allow-prereleases = true } +lancedb = [ + { version = ">=0.8.2", markers = "python_version < '3.13'", allow-prereleases = true } +] openai = ">=1.45" connectorx = { version = ">=0.3.2" } modal = ">=0.64.170" @@ -276,3 +297,9 @@ multi_line_output = 3 [build-system] requires = ["poetry-core>=1.0.8"] build-backend = "poetry.core.masonry.api" + +# NOTE: needed for dlt-pendulum +[[tool.poetry.source]] +name = "dlt-pypi" +url = "https://pypi.dlthub.com" +priority = "supplemental" diff --git a/tests/common/test_typing.py b/tests/common/test_typing.py index a298e7d50c..9107b25727 100644 --- a/tests/common/test_typing.py +++ b/tests/common/test_typing.py @@ -16,7 +16,6 @@ NewType, Sequence, TypeVar, - TypedDict, Optional, Union, ) @@ -48,6 +47,7 @@ is_callable_type, add_value_to_literal, get_generic_type_argument_from_instance, + TypedDict, ) diff --git a/tests/common/test_validation.py b/tests/common/test_validation.py index 6899d8d5fe..62c805edff 100644 --- a/tests/common/test_validation.py +++ b/tests/common/test_validation.py @@ -10,7 +10,6 @@ Literal, Mapping, Sequence, - TypedDict, TypeVar, Optional, Union, @@ -24,7 +23,7 @@ TWriteDispositionConfig, ) from dlt.common.schema.utils import simple_regex_validator -from dlt.common.typing import DictStrStr, StrStr, TDataItem, TSortOrder, TColumnNames +from dlt.common.typing import DictStrStr, StrStr, TDataItem, TSortOrder, TColumnNames, TypedDict from dlt.common.validation import validate_dict, validate_dict_ignoring_xkeys diff --git a/tests/extract/test_decorators.py b/tests/extract/test_decorators.py index a14b4a9602..b6d77b055a 100644 --- a/tests/extract/test_decorators.py +++ b/tests/extract/test_decorators.py @@ -1447,11 +1447,11 @@ def some_tx(item): def some_tx_func(item): return list(range(item)) - transformer = dlt.transformer(some_tx_func, parallelized=True, data_from=resource) + transformer = dlt.transformer(some_tx_func, data_from=resource) pipe_gen = transformer._pipe.gen inner = pipe_gen(3) # type: ignore # this is a regular function returning list - assert inner() == [0, 1, 2] # type: ignore[operator] + assert inner == [0, 1, 2] assert list(transformer) == [0, 0, 1, 0, 1, 2] # Invalid parallel resources diff --git a/tests/libs/pyarrow/test_pyarrow.py b/tests/libs/pyarrow/test_pyarrow.py index 07e8d3428d..bec4db2634 100644 --- a/tests/libs/pyarrow/test_pyarrow.py +++ b/tests/libs/pyarrow/test_pyarrow.py @@ -1,4 +1,4 @@ -from datetime import timezone, datetime, timedelta # noqa: I251 +from datetime import timezone, datetime, date, timedelta # noqa: I251 from copy import deepcopy from typing import List, Any @@ -109,25 +109,24 @@ def test_to_arrow_scalar() -> None: assert dt_converted == datetime(2021, 1, 1, 13, 2, 32, tzinfo=timezone.utc) -def test_from_arrow_scalar() -> None: +def test_arrow_type_coercion() -> None: + # coerce UTC python dt into naive arrow dt naive_dt = get_py_arrow_timestamp(6, tz=None) - sc_dt = to_arrow_scalar(datetime(2021, 1, 1, 5, 2, 32), naive_dt) - - # this value is like UTC - py_dt = from_arrow_scalar(sc_dt) - assert isinstance(py_dt, pendulum.DateTime) - # and we convert to explicit UTC - assert py_dt == datetime(2021, 1, 1, 5, 2, 32, tzinfo=timezone.utc) - - # converts to UTC - berlin_dt = get_py_arrow_timestamp(6, tz="Europe/Berlin") - sc_dt = to_arrow_scalar( - datetime(2021, 1, 1, 5, 2, 32, tzinfo=timezone(timedelta(hours=-8))), berlin_dt - ) + sc_dt = to_arrow_scalar(datetime(2021, 1, 1, 5, 2, 32, tzinfo=timezone.utc), naive_dt) + # does not convert to pendulum py_dt = from_arrow_scalar(sc_dt) - assert isinstance(py_dt, pendulum.DateTime) - assert py_dt.tzname() == "UTC" - assert py_dt == datetime(2021, 1, 1, 13, 2, 32, tzinfo=timezone.utc) + assert not isinstance(py_dt, pendulum.DateTime) + assert isinstance(py_dt, datetime) + assert py_dt.tzname() is None + + # coerce datetime into date + py_date = pa.date32() + sc_date = to_arrow_scalar(datetime(2021, 1, 1, 5, 2, 32, tzinfo=timezone.utc), py_date) + assert from_arrow_scalar(sc_date) == date(2021, 1, 1) + + py_date = pa.date64() + sc_date = to_arrow_scalar(datetime(2021, 1, 1, 5, 2, 32, tzinfo=timezone.utc), py_date) + assert from_arrow_scalar(sc_date) == date(2021, 1, 1) def _row_at_index(table: pa.Table, index: int) -> List[Any]: diff --git a/tests/libs/test_parquet_writer.py b/tests/libs/test_parquet_writer.py index b6a25c5db5..5bb91dff88 100644 --- a/tests/libs/test_parquet_writer.py +++ b/tests/libs/test_parquet_writer.py @@ -4,6 +4,7 @@ import pytest import datetime # noqa: 251 import time +import math from dlt.common import pendulum, Decimal, json from dlt.common.configuration import inject_section @@ -12,7 +13,6 @@ from dlt.common.schema.utils import new_column from dlt.common.configuration.specs.config_section_context import ConfigSectionContext from dlt.common.time import ensure_pendulum_datetime -from dlt.common.libs.pyarrow import from_arrow_scalar from tests.common.data_writers.utils import get_writer from tests.cases import ( @@ -165,10 +165,14 @@ def test_parquet_writer_size_file_rotation() -> None: for i in range(0, 100): writer.write_data_item([{"col1": i}], columns) - assert len(writer.closed_files) == 25 + # different arrow version create different file sizes + no_files = len(writer.closed_files) + i_per_file = int(math.ceil(100 / no_files)) + assert no_files >= 17 and no_files <= 25 + with open(writer.closed_files[4].file_path, "rb") as f: table = pq.read_table(f) - assert table.column("col1").to_pylist() == list(range(16, 20)) + assert table.column("col1").to_pylist() == list(range(4 * i_per_file, 5 * i_per_file)) def test_parquet_writer_config() -> None: diff --git a/tests/libs/test_pydantic.py b/tests/libs/test_pydantic.py index 70846dcd72..426a21caae 100644 --- a/tests/libs/test_pydantic.py +++ b/tests/libs/test_pydantic.py @@ -24,6 +24,7 @@ from datetime import datetime, date, time # noqa: I251 from dlt.common import Decimal from dlt.common import json +from dlt.common.schema.typing import TColumnType from dlt.common.libs.pydantic import ( DltConfig, @@ -347,7 +348,7 @@ def test_nested_model_config_propagation() -> None: assert model_freeze.__fields__["address"].annotation.__name__ == "UserAddressExtraAllow" # type: ignore[index] # annotated is preserved type_origin = get_origin(model_freeze.__fields__["address"].rebuild_annotation()) # type: ignore[index] - assert issubclass(type_origin, Annotated) # type: ignore[arg-type] + assert type_origin is Annotated # UserAddress is converted to UserAddressAllow only once type_annotation = model_freeze.__fields__["address"].annotation # type: ignore[index] assert type_annotation is get_args(model_freeze.__fields__["unity"].annotation)[0] # type: ignore[index] @@ -404,7 +405,7 @@ class UserPipe(BaseModel): assert model_freeze.__fields__["address"].annotation.__name__ == "UserAddressPipeExtraAllow" # type: ignore[index] # annotated is preserved type_origin = get_origin(model_freeze.__fields__["address"].rebuild_annotation()) # type: ignore[index] - assert issubclass(type_origin, Annotated) # type: ignore[arg-type] + assert type_origin is Annotated # UserAddress is converted to UserAddressAllow only once type_annotation = model_freeze.__fields__["address"].annotation # type: ignore[index] assert type_annotation is get_args(model_freeze.__fields__["unity"].annotation)[0] # type: ignore[index] @@ -724,3 +725,21 @@ class MyParent(Parent): assert "data_dictionary" not in schema assert "data_list" not in schema + + +def test_typed_dict_by_python_version(): + """when using typeddict in pydantic, it should be imported + from typing_extensions in python 3.11 and earlier and typing + in python 3.12 and later. + Here we test that this is properly set up in dlt. + """ + + class MyModel(BaseModel): + # TColumnType inherits from TypedDict + column_type: TColumnType + + m = MyModel(column_type={"data_type": "text"}) + assert m.column_type == {"data_type": "text"} + + with pytest.raises(ValidationError): + m = MyModel(column_type={"data_type": "invalid_type"}) # type: ignore[typeddict-item] diff --git a/tests/load/sources/sql_database/sql_source.py b/tests/load/sources/sql_database/sql_source.py index 3f8b89a2b5..6667cb1070 100644 --- a/tests/load/sources/sql_database/sql_source.py +++ b/tests/load/sources/sql_database/sql_source.py @@ -1,6 +1,6 @@ import random from copy import deepcopy -from typing import Dict, List, TypedDict +from typing import Dict, List from uuid import uuid4 import mimesis @@ -44,6 +44,7 @@ from dlt.common.pendulum import pendulum, timedelta from dlt.common.utils import chunks, uniq_id from dlt.sources.credentials import ConnectionStringCredentials +from dlt.common.typing import TypedDict class SQLAlchemySourceDB: diff --git a/tests/load/test_insert_job_client.py b/tests/load/test_insert_job_client.py index 4359ac6885..fc57893def 100644 --- a/tests/load/test_insert_job_client.py +++ b/tests/load/test_insert_job_client.py @@ -179,7 +179,7 @@ def test_loading_errors(client: InsertValuesJobClient, file_storage: FileStorage "failed", file_format="insert_values", ) - assert type(job._exception) == DatabaseTerminalException # type: ignore + assert type(job._exception) is DatabaseTerminalException # type: ignore # numeric overflow on NUMERIC insert_sql = ( "INSERT INTO {}(_dlt_id, _dlt_root_id, sender_id, timestamp," @@ -214,10 +214,10 @@ def test_loading_errors(client: InsertValuesJobClient, file_storage: FileStorage "failed", file_format="insert_values", ) - assert type(job._exception) == DatabaseTerminalException # type: ignore + assert type(job._exception) is DatabaseTerminalException # type: ignore assert ( - type(job._exception.dbapi_exception) == psycopg2.errors.InternalError_ # type: ignore + type(job._exception.dbapi_exception) is psycopg2.errors.InternalError_ # type: ignore if dtype == "redshift" else TNumericValueOutOfRange ) diff --git a/tests/pipeline/test_pipeline.py b/tests/pipeline/test_pipeline.py index 95d464d48a..b7de1a23c3 100644 --- a/tests/pipeline/test_pipeline.py +++ b/tests/pipeline/test_pipeline.py @@ -488,7 +488,7 @@ def some_data(): dlt.pipeline().extract(s) with pytest.raises(PipelineStepFailed) as py_ex: dlt.pipeline().extract(s) - assert type(py_ex.value.exception) == SourceExhausted + assert type(py_ex.value.exception) is SourceExhausted assert py_ex.value.exception.source_name == "source" diff --git a/tests/pipeline/test_pipeline_extra.py b/tests/pipeline/test_pipeline_extra.py index 32b16c234f..b14e9f6264 100644 --- a/tests/pipeline/test_pipeline_extra.py +++ b/tests/pipeline/test_pipeline_extra.py @@ -450,8 +450,8 @@ class Parent(BaseModel): @pytest.mark.skipif( - importlib.util.find_spec("pandas") is not None, - reason="Test skipped because pandas IS installed", + importlib.util.find_spec("pandas") is not None or importlib.util.find_spec("numpy") is not None, + reason="Test skipped because pandas or numpy ARE installed", ) def test_arrow_no_pandas() -> None: import pyarrow as pa @@ -461,20 +461,32 @@ def test_arrow_no_pandas() -> None: "Strings": ["apple", "banana", "cherry", "date", "elderberry"], } - df = pa.table(data) + table = pa.table(data) @dlt.resource def pandas_incremental(numbers=dlt.sources.incremental("Numbers")): - yield df + yield table + + info = dlt.run( + pandas_incremental(), write_disposition="merge", table_name="data", destination="duckdb" + ) + + # change table + data = { + "Numbers": [5, 6], + "Strings": ["elderberry", "burak"], + } + + table = pa.table(data) info = dlt.run( - pandas_incremental(), write_disposition="append", table_name="data", destination="duckdb" + pandas_incremental(), write_disposition="merge", table_name="data", destination="duckdb" ) with info.pipeline.sql_client() as client: # type: ignore with client.execute_query("SELECT * FROM data") as c: with pytest.raises(ImportError): - df = c.df() + c.df() def test_empty_parquet(test_storage: FileStorage) -> None: diff --git a/tests/sources/rest_api/configurations/test_resolve_config.py b/tests/sources/rest_api/configurations/test_resolve_config.py index d3d9308df1..791c7aa5c6 100644 --- a/tests/sources/rest_api/configurations/test_resolve_config.py +++ b/tests/sources/rest_api/configurations/test_resolve_config.py @@ -2,7 +2,7 @@ from copy import deepcopy import pytest -from graphlib import CycleError # type: ignore +from graphlib import CycleError from dlt.sources.rest_api import ( rest_api_resources, diff --git a/tox.ini b/tox.ini index 059f6a586a..992591fe1c 100644 --- a/tox.ini +++ b/tox.ini @@ -6,6 +6,8 @@ banned-modules = datetime = use dlt.common.pendulum decimal.Decimal = use dlt.common.Decimal open = use dlt.common.open pendulum = use dlt.common.pendulum + typing.TypedDict = use dlt.common.typing.TypedDict + typing-extensions.TypedDict = use dlt.common.typing.TypedDict extend-immutable-calls = dlt.sources.incremental per-file-ignores = tests/*: T20