drop python 3.8, enable python 3.13, and enable full linting for 3.12

.github/workflows/lint.yml

@@ -26,7 +26,7 @@ jobs:
       matrix:
         os:
           - ubuntu-latest
-        python-version: ["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:
@@ -42,9 +42,9 @@ 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

.github/workflows/test_common.yml

@@ -43,6 +43,10 @@ jobs:
             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:
@@ -115,7 +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
@@ -128,7 +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
@@ -154,20 +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"
 

.github/workflows/test_destination_athena.yml

@@ -68,7 +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

.github/workflows/test_destination_athena_iceberg.yml

@@ -68,7 +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

.github/workflows/test_destination_bigquery.yml

@@ -67,7 +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

.github/workflows/test_destination_clickhouse.yml

@@ -62,7 +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

.github/workflows/test_destination_databricks.yml

@@ -65,7 +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

.github/workflows/test_destination_dremio.yml

@@ -66,7 +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

.github/workflows/test_destination_motherduck.yml

@@ -65,7 +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

.github/workflows/test_destination_mssql.yml

@@ -70,7 +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

.github/workflows/test_destination_snowflake.yml

@@ -65,7 +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

.github/workflows/test_sqlalchemy_destinations.yml → .github/workflows/test_destination_sqlalchemy.yml

@@ -87,7 +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

.github/workflows/test_destination_synapse.yml

@@ -68,7 +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

.github/workflows/test_destinations.yml

@@ -78,7 +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`

.github/workflows/test_local_destinations.yml → .github/workflows/test_destinations_local.yml

@@ -96,7 +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`

.github/workflows/test_doc_snippets.yml

@@ -73,7 +73,7 @@ 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

.gitignore

@@ -143,4 +143,5 @@ tmp
 local_cache/
 
 # test file for examples are generated and should not be committed
-docs/examples/**/test*.py
+docs/examples/**/test*.py
+compiled_requirements.txt

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

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

compiled_packages.txt

@@ -1 +1 @@
-cffi\|idna\|simplejson\|pendulum\|grpcio\|google-crc32c
+pyarrow\|cffi\|idna\|simplejson\|pendulum\|grpcio\|google-crc32c

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

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" \

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))

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

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))