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[WIP][SPARK-54660][SS] Add RTM trigger to python and tests #53415

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[SPARK-54660] Add RTM trigger to python and tests
jerrypeng Dec 9, 2025
03ab49b
adding
jerrypeng Jan 9, 2026
25a976b
testing
jerrypeng Dec 10, 2025
3127400
fixing
jerrypeng Dec 11, 2025
fc0d7c3
fixing
jerrypeng Jan 6, 2026
f40c713
trying things out
jerrypeng Jan 7, 2026
e071519
debugging
jerrypeng Jan 7, 2026
3a09a8c
debugging
jerrypeng Jan 7, 2026
63933e4
debugging
jerrypeng Jan 8, 2026
f2538cc
fix dep issue
jerrypeng Jan 9, 2026
7d9ea0b
more debugging
jerrypeng Jan 9, 2026
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20 changes: 20 additions & 0 deletions connector/kafka-0-10-sql/pom.xml
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Expand Up @@ -186,6 +186,26 @@
<build>
<outputDirectory>target/scala-${scala.binary.version}/classes</outputDirectory>
<testOutputDirectory>target/scala-${scala.binary.version}/test-classes</testOutputDirectory>
<plugins>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-dependency-plugin</artifactId>
<version>3.6.1</version>
<executions>
<execution>
<id>write-classpath</id>
<goals>
<goal>build-classpath</goal>
</goals>
<phase>generate-resources</phase>
<configuration>
<includeScope>runtime</includeScope>
<outputFile>${project.build.directory}/classpath.txt</outputFile>
</configuration>
</execution>
</executions>
</plugin>
</plugins>
</build>

</project>
5 changes: 5 additions & 0 deletions dev/requirements.txt
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Expand Up @@ -21,6 +21,11 @@ openpyxl
# PySpark test dependencies (optional)
coverage

# Kafka streaming test dependencies (optional)
# Required for running Kafka integration tests with Docker test containers
testcontainers[kafka]>=3.7.0
kafka-python>=2.0.2

# Linter
ruff==0.14.8
mypy==1.8.0
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4 changes: 3 additions & 1 deletion dev/spark-test-image/python-311/Dockerfile
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Expand Up @@ -71,11 +71,13 @@ RUN apt-get update && apt-get install -y \
ARG BASIC_PIP_PKGS="numpy pyarrow>=22.0.0 six==1.16.0 pandas==2.3.3 scipy plotly<6.0.0 mlflow>=2.8.1 coverage matplotlib openpyxl memory-profiler>=0.61.0 scikit-learn>=1.3.2 pystack psutil"
# Python deps for Spark Connect
ARG CONNECT_PIP_PKGS="grpcio==1.76.0 grpcio-status==1.76.0 protobuf==6.33.0 googleapis-common-protos==1.71.0 zstandard==0.25.0 graphviz==0.20.3"
# Python deps for Kafka streaming tests
ARG KAFKA_TEST_PKGS="testcontainers[kafka]>=3.7.0 kafka-python>=2.0.2"

# Install Python 3.11 packages
RUN curl -sS https://bootstrap.pypa.io/get-pip.py | python3.11
RUN python3.11 -m pip install --ignore-installed 'blinker>=1.6.2' # mlflow needs this
RUN python3.11 -m pip install $BASIC_PIP_PKGS unittest-xml-reporting $CONNECT_PIP_PKGS && \
RUN python3.11 -m pip install $BASIC_PIP_PKGS unittest-xml-reporting $CONNECT_PIP_PKGS $KAFKA_TEST_PKGS && \
python3.11 -m pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu && \
python3.11 -m pip install deepspeed torcheval && \
python3.11 -m pip cache purge
4 changes: 3 additions & 1 deletion dev/spark-test-image/python-312/Dockerfile
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Expand Up @@ -71,11 +71,13 @@ RUN apt-get update && apt-get install -y \
ARG BASIC_PIP_PKGS="numpy pyarrow>=22.0.0 six==1.16.0 pandas==2.3.3 scipy plotly<6.0.0 mlflow>=2.8.1 coverage matplotlib openpyxl memory-profiler>=0.61.0 scikit-learn>=1.3.2"
# Python deps for Spark Connect
ARG CONNECT_PIP_PKGS="grpcio==1.76.0 grpcio-status==1.76.0 protobuf==6.33.0 googleapis-common-protos==1.71.0 zstandard==0.25.0 graphviz==0.20.3"
# Python deps for Kafka streaming tests
ARG KAFKA_TEST_PKGS="testcontainers[kafka]>=3.7.0 kafka-python>=2.0.2"

# Install Python 3.12 packages
RUN curl -sS https://bootstrap.pypa.io/get-pip.py | python3.12
RUN python3.12 -m pip install --ignore-installed 'blinker>=1.6.2' # mlflow needs this
RUN python3.12 -m pip install $BASIC_PIP_PKGS unittest-xml-reporting $CONNECT_PIP_PKGS lxml && \
RUN python3.12 -m pip install $BASIC_PIP_PKGS unittest-xml-reporting $CONNECT_PIP_PKGS $KAFKA_TEST_PKGS lxml && \
python3.12 -m pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu && \
python3.12 -m pip install torcheval && \
python3.12 -m pip cache purge
4 changes: 3 additions & 1 deletion dev/spark-test-image/python-313/Dockerfile
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Expand Up @@ -71,11 +71,13 @@ RUN apt-get update && apt-get install -y \
ARG BASIC_PIP_PKGS="numpy pyarrow>=22.0.0 six==1.16.0 pandas==2.3.3 scipy plotly<6.0.0 mlflow>=2.8.1 coverage matplotlib openpyxl memory-profiler>=0.61.0 scikit-learn>=1.3.2"
# Python deps for Spark Connect
ARG CONNECT_PIP_PKGS="grpcio==1.76.0 grpcio-status==1.76.0 protobuf==6.33.0 googleapis-common-protos==1.71.0 zstandard==0.25.0 graphviz==0.20.3"
# Python deps for Kafka streaming tests
ARG KAFKA_TEST_PKGS="testcontainers[kafka]>=3.7.0 kafka-python>=2.0.2"

# Install Python 3.13 packages
RUN curl -sS https://bootstrap.pypa.io/get-pip.py | python3.13
RUN python3.13 -m pip install --ignore-installed 'blinker>=1.6.2' # mlflow needs this
RUN python3.13 -m pip install $BASIC_PIP_PKGS unittest-xml-reporting $CONNECT_PIP_PKGS lxml && \
RUN python3.13 -m pip install $BASIC_PIP_PKGS unittest-xml-reporting $CONNECT_PIP_PKGS $KAFKA_TEST_PKGS lxml && \
python3.13 -m pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu && \
python3.13 -m pip install torcheval && \
python3.13 -m pip cache purge
4 changes: 3 additions & 1 deletion dev/spark-test-image/python-314/Dockerfile
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Expand Up @@ -71,11 +71,13 @@ RUN apt-get update && apt-get install -y \
ARG BASIC_PIP_PKGS="numpy pyarrow>=22.0.0 six==1.16.0 pandas==2.3.3 scipy plotly<6.0.0 mlflow>=2.8.1 coverage matplotlib openpyxl memory-profiler>=0.61.0 scikit-learn>=1.3.2"
# Python deps for Spark Connect
ARG CONNECT_PIP_PKGS="grpcio==1.76.0 grpcio-status==1.76.0 protobuf==6.33.0 googleapis-common-protos==1.71.0 zstandard==0.25.0 graphviz==0.20.3"
# Python deps for Kafka streaming tests
ARG KAFKA_TEST_PKGS="testcontainers[kafka]>=3.7.0 kafka-python>=2.0.2"

# Install Python 3.14 packages
RUN curl -sS https://bootstrap.pypa.io/get-pip.py | python3.14
RUN python3.14 -m pip install --ignore-installed 'blinker>=1.6.2' # mlflow needs this
RUN python3.14 -m pip install $BASIC_PIP_PKGS unittest-xml-reporting $CONNECT_PIP_PKGS lxml && \
RUN python3.14 -m pip install $BASIC_PIP_PKGS unittest-xml-reporting $CONNECT_PIP_PKGS $KAFKA_TEST_PKGS lxml && \
python3.14 -m pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu && \
python3.14 -m pip install torcheval && \
python3.14 -m pip cache purge
3 changes: 2 additions & 1 deletion dev/sparktestsupport/modules.py
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Expand Up @@ -646,7 +646,7 @@ def __hash__(self):

pyspark_structured_streaming = Module(
name="pyspark-structured-streaming",
dependencies=[pyspark_core, pyspark_streaming, pyspark_sql],
dependencies=[pyspark_core, pyspark_streaming, pyspark_sql, sql_kafka],
source_file_regexes=[
"python/pyspark/sql/streaming",
"python/pyspark/sql/pandas",
Expand All @@ -662,6 +662,7 @@ def __hash__(self):
"pyspark.sql.tests.streaming.test_streaming",
"pyspark.sql.tests.streaming.test_streaming_foreach",
"pyspark.sql.tests.streaming.test_streaming_foreach_batch",
"pyspark.sql.tests.streaming.test_streaming_kafka_rtm",
"pyspark.sql.tests.streaming.test_streaming_listener",
"pyspark.sql.tests.pandas.test_pandas_grouped_map_with_state",
"pyspark.sql.tests.pandas.streaming.test_pandas_transform_with_state",
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