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- .gemini
- .github
- actions
- activate-service-account
- common-rc-validation
- rerun-job-action
- setup-action
- setup-default-test-properties
- setup-k8s-access
- test-arguments-action
- gh-actions-self-hosted-runners
- arc
- config
- environments
- images
- helper-functions
- cloud-functions
- monitorRunnersStatus
- removeOfflineRunners
- self-hosted-linux
- docker
- self-hosted-windows
- trigger_files
- workflows
- cost-benchmarks-pipeline-options
- flink-tests-pipeline-options
- load-tests-pipeline-options
- performance-tests-pipeline-options
- .test-infra
- dataproc
- init-actions
- dockerized-jenkins
- jenkins
- metrics_report
- kafka
- bitnami
- proxy
- strimzi
- 01-strimzi-operator
- 02-kafka-persistent
- base/v0.33.2
- overlays/gke-internal-load-balanced
- kubernetes
- cassandra
- LargeITCluster
- SmallITCluster
- elasticsearch
- LargeProductionCluster
- SmallITCluster
- hadoop
- LargeITCluster
- SmallITCluster
- hbase/SmallITCluster
- influxdb
- kafka-cluster
- 02-rbac-namespace-default
- 05-kafka
- metrics
- grafana
- dashboards
- perftests_metrics
- provisioning/datasources
- kubernetes
- postgres
- src/test/groovy
- sync
- github
- github_runs_prefetcher
- code
- jenkins
- mock-apis
- infrastructure
- kubernetes
- redis
- refresher/base
- terraform
- proto/echo/v1
- pubsub
- terraform
- google-cloud-platform/google-kubernetes-engine
- tools
- contributor-docs
- discussion-docs
- examples
- java
- cdap
- hubspot/src/test/resources
- salesforce/src/test/resources
- sql
- src
- main/java/org/apache/beam/examples/subprocess
- test/resources
- twitter
- src/main/java/org/apache/beam/examples/twitterstreamgenerator
- webapis
- kotlin/src
- main/java/org/apache/beam/examples/kotlin/cookbook
- test/java/org/apache/beam/examples/kotlin/cookbook
- multi-language
- python
- notebooks
- beam-ml
- anomaly_detection
- rag_usecase
- get-started
- healthcare
- interactive-overview
- it
- clickhouse
- conditions
- elasticsearch
- google-cloud-platform/src/main/resources
- splunk
- testcontainers
- truthmatchers
- learning
- katas
- go
- common_transforms
- aggregation
- count
- cmd
- pkg/task
- test
- mean
- min
- test
- sum
- filter/filter/cmd
- core_transforms
- branching/branching/test
- cogroupbykey/cogroupbykey/pkg/task
- composite/composite
- pkg/task
- test
- flatten/flatten
- pkg/task
- test
- map
- pardo_onetomany/pkg/task
- pardo_struct/pkg/task
- pardo
- pkg/task
- test
- partition
- partition
- cmd
- test
- side_input/side_input
- pkg/task
- test
- introduction
- hello_beam
- hello_beam_test
- pkg/task
- test
- hello_beam
- pkg/task
- io/textio/read
- cmd
- pkg/task
- testdata
- test
- windowing/fixed_time_window
- fixed_time_window
- java
- Common Transforms
- Aggregation
- Count
- src/org/apache/beam/learning/katas/commontransforms/aggregation/count
- test/org/apache/beam/learning/katas/commontransforms/aggregation/count
- Max
- src/org/apache/beam/learning/katas/commontransforms/aggregation/max
- test/org/apache/beam/learning/katas/commontransforms/aggregation/max
- Mean
- src/org/apache/beam/learning/katas/commontransforms/aggregation/mean
- test/org/apache/beam/learning/katas/commontransforms/aggregation/mean
- Min
- src/org/apache/beam/learning/katas/commontransforms/aggregation/min
- test/org/apache/beam/learning/katas/commontransforms/aggregation/min
- Sum
- src/org/apache/beam/learning/katas/commontransforms/aggregation/sum
- test/org/apache/beam/learning/katas/commontransforms/aggregation/sum
- Filter/Filter
- src/org/apache/beam/learning/katas/commontransforms/filter/filter
- test/org/apache/beam/learning/katas/commontransforms/filter/filter
- WithKeys/WithKeys
- src/org/apache/beam/learning/katas/commontransforms/withkeys
- test/org/apache/beam/learning/katas/commontransforms/withkeys
- Core Transforms
- Branching/Branching
- src/org/apache/beam/learning/katas/coretransforms/branching
- test/org/apache/beam/learning/katas/coretransforms/branching
- CoGroupByKey/CoGroupByKey
- src/org/apache/beam/learning/katas/coretransforms/cogroupbykey
- test/org/apache/beam/learning/katas/coretransforms/cogroupbykey
- Combine
- BinaryCombineFn Lambda
- src/org/apache/beam/learning/katas/coretransforms/combine/binarycombinefnlambda
- test/org/apache/beam/learning/katas/coretransforms/combine/binarycombinefnlambda
- BinaryCombineFn
- src/org/apache/beam/learning/katas/coretransforms/combine/binarycombinefn
- test/org/apache/beam/learning/katas/coretransforms/combine/binarycombinefn
- Combine PerKey
- src/org/apache/beam/learning/katas/coretransforms/combine/combineperkey
- test/org/apache/beam/learning/katas/coretransforms/combine/combineperkey
- CombineFn
- src/org/apache/beam/learning/katas/coretransforms/combine/combinefn
- test/org/apache/beam/learning/katas/coretransforms/combine/combinefn
- Simple Function
- src/org/apache/beam/learning/katas/coretransforms/combine/simple
- test/org/apache/beam/learning/katas/coretransforms/combine/simple
- Composite Transform/Composite Transform
- src/org/apache/beam/learning/katas/coretransforms/composite
- test/org/apache/beam/learning/katas/coretransforms/composite
- DoFn Additional Parameters/DoFn Additional Parameters/src/org/apache/beam/learning/katas/coretransforms/dofnadditionalparams
- FlattenWith/FlattenWith
- src/org/apache/beam/learning/katas/coretransforms/flattenWith
- test/org/apache/beam/learning/katas/coretransforms/flattenWith
- Flatten/Flatten
- src/org/apache/beam/learning/katas/coretransforms/flatten
- test/org/apache/beam/learning/katas/coretransforms/flatten
- GroupByKey/GroupByKey
- src/org/apache/beam/learning/katas/coretransforms/groupbykey
- test/org/apache/beam/learning/katas/coretransforms/groupbykey
- Map
- FlatMapElements
- src/org/apache/beam/learning/katas/coretransforms/map/flatmapelements
- test/org/apache/beam/learning/katas/coretransforms/map/flatmapelements
- MapElements
- src/org/apache/beam/learning/katas/coretransforms/map/mapelements
- test/org/apache/beam/learning/katas/coretransforms/map/mapelements
- ParDo OneToMany
- src/org/apache/beam/learning/katas/coretransforms/map/pardoonetomany
- test/org/apache/beam/learning/katas/coretransforms/map/pardoonetomany
- ParDo
- src/org/apache/beam/learning/katas/coretransforms/map/pardo
- test/org/apache/beam/learning/katas/coretransforms/map/pardo
- Partition/Partition
- src/org/apache/beam/learning/katas/coretransforms/partition
- test/org/apache/beam/learning/katas/coretransforms/partition
- Side Input/Side Input
- src/org/apache/beam/learning/katas/coretransforms/sideinput
- test/org/apache/beam/learning/katas/coretransforms/sideinput
- Side Output/Side Output
- src/org/apache/beam/learning/katas/coretransforms/sideoutput
- test/org/apache/beam/learning/katas/coretransforms/sideoutput
- Tee/Tee
- test/org/apache/beam/learning/katas/coretransforms/tee
- Examples/Word Count/Word Count
- src/org/apache/beam/learning/katas/examples/wordcount
- test/org/apache/beam/learning/katas/examples/wordcount
- IO/TextIO/TextIO Read
- src/org/apache/beam/learning/katas/io/textio/read
- test/org/apache/beam/learning/katas/io/textio/read
- Introduction/Hello Beam/Hello Beam
- src/org/apache/beam/learning/katas/intro/hello
- test/org/apache/beam/learning/katas/intro/hello
- Triggers
- Early Triggers/Early Triggers
- src/org/apache/beam/learning/katas/triggers/earlytriggers
- test/org/apache/beam/learning/katas/triggers/earlytriggers
- Event Time Triggers/Event Time Triggers
- src/org/apache/beam/learning/katas/triggers/eventtimetriggers
- test/org/apache/beam/learning/katas/triggers/eventtimetriggers
- Window Accumulation Mode/Window Accumulation Mode/src/org/apache/beam/learning/katas/triggers/windowaccummode
- Windowing
- Adding Timestamp
- ParDo
- src/org/apache/beam/learning/katas/windowing/addingtimestamp/pardo
- test/org/apache/beam/learning/katas/windowing/addingtimestamp/pardo
- WithTimestamps
- src/org/apache/beam/learning/katas/windowing/addingtimestamp/withtimestamps
- test/org/apache/beam/learning/katas/windowing/addingtimestamp/withtimestamps
- Fixed Time Window/Fixed Time Window
- src/org/apache/beam/learning/katas/windowing/fixedwindow
- test/org/apache/beam/learning/katas/windowing/fixedwindow
- util/resources
- kotlin
- Common Transforms
- Aggregation
- Count
- src/org/apache/beam/learning/katas/commontransforms/aggregation/count
- test/org/apache/beam/learning/katas/commontransforms/aggregation/count
- Max
- src/org/apache/beam/learning/katas/commontransforms/aggregation/max
- test/org/apache/beam/learning/katas/commontransforms/aggregation/max
- Mean
- src/org/apache/beam/learning/katas/commontransforms/aggregation/mean
- test/org/apache/beam/learning/katas/commontransforms/aggregation/mean
- Min
- src/org/apache/beam/learning/katas/commontransforms/aggregation/min
- test/org/apache/beam/learning/katas/commontransforms/aggregation/min
- Sum
- src/org/apache/beam/learning/katas/commontransforms/aggregation/sum
- test/org/apache/beam/learning/katas/commontransforms/aggregation/sum
- Filter
- Filter
- src/org/apache/beam/learning/katas/commontransforms/filter/filter
- test/org/apache/beam/learning/katas/commontransforms/filter/filter
- ParDo
- src/org/apache/beam/learning/katas/commontransforms/filter/pardo
- test/org/apache/beam/learning/katas/commontransforms/filter/pardo
- WithKeys/WithKeys
- src/org/apache/beam/learning/katas/commontransforms/withkeys
- test/org/apache/beam/learning/katas/commontransforms/withkeys
- Core Transforms
- Branching/Branching
- src/org/apache/beam/learning/katas/coretransforms/branching
- test/org/apache/beam/learning/katas/coretransforms/branching
- CoGroupByKey/CoGroupByKey
- src/org/apache/beam/learning/katas/coretransforms/cogroupbykey
- test/org/apache/beam/learning/katas/coretransforms/cogroupbykey
- Combine
- BinaryCombineFn Lambda
- src/org/apache/beam/learning/katas/coretransforms/combine/binarycombinefnlambda
- test/org/apache/beam/learning/katas/coretransforms/combine/binarycombinefnlambda
- BinaryCombineFn
- src/org/apache/beam/learning/katas/coretransforms/combine/binarycombinefn
- test/org/apache/beam/learning/katas/coretransforms/combine/binarycombinefn
- Combine PerKey
- src/org/apache/beam/learning/katas/coretransforms/combine/combineperkey
- test/org/apache/beam/learning/katas/coretransforms/combine/combineperkey
- CombineFn
- src/org/apache/beam/learning/katas/coretransforms/combine/combinefn
- test/org/apache/beam/learning/katas/coretransforms/combine/combinefn
- Simple Function
- src/org/apache/beam/learning/katas/coretransforms/combine/simple
- test/org/apache/beam/learning/katas/coretransforms/combine/simple
- Composite Transform/Composite Transform
- src/org/apache/beam/learning/katas/coretransforms/composite
- test/org/apache/beam/learning/katas/coretransforms/composite
- DoFn Additional Parameters/DoFn Additional Parameters
- src/org/apache/beam/learning/katas/coretransforms/dofnadditionalparams
- test/org/apache/beam/learning/katas/coretransforms/dofnadditionalparams
- Flatten/Flatten
- src/org/apache/beam/learning/katas/coretransforms/flatten
- test/org/apache/beam/learning/katas/coretransforms/flatten
- GroupByKey/GroupByKey
- src/org/apache/beam/learning/katas/coretransforms/groupbykey
- test/org/apache/beam/learning/katas/coretransforms/groupbykey
- Map
- FlatMapElements
- src/org/apache/beam/learning/katas/coretransforms/map/flatmapelements
- test/org/apache/beam/learning/katas/coretransforms/map/flatmapelements
- MapElements
- src/org/apache/beam/learning/katas/coretransforms/map/mapelements
- test/org/apache/beam/learning/katas/coretransforms/map/mapelements
- ParDo OneToMany
- src/org/apache/beam/learning/katas/coretransforms/map/pardoonetomany
- test/org/apache/beam/learning/katas/coretransforms/map/pardoonetomany
- ParDo
- src/org/apache/beam/learning/katas/coretransforms/map/pardo
- test/org/apache/beam/learning/katas/coretransforms/map/pardo
- Partition/Partition
- src/org/apache/beam/learning/katas/coretransforms/partition
- test/org/apache/beam/learning/katas/coretransforms/partition
- Side Input/Side Input
- src/org/apache/beam/learning/katas/coretransforms/sideinput
- test/org/apache/beam/learning/katas/coretransforms/sideinput
- Side Output/Side Output
- src/org/apache/beam/learning/katas/coretransforms/sideoutput
- test/org/apache/beam/learning/katas/coretransforms/sideoutput
- Examples/Word Count/Word Count
- src/org/apache/beam/learning/katas/examples/wordcount
- test/org/apache/beam/learning/katas/examples/wordcount
- IO
- Built-in IOs/Built-in IOs
- src/org/apache/beam/learning/katas/io/builtinios
- test/org/apache/beam/learning/katas/io/builtinios
- TextIO/TextIO Read
- src/org/apache/beam/learning/katas/io/textio/read
- test/org/apache/beam/learning/katas/io/textio/read
- Introduction/Hello Beam/Hello Beam
- src/org/apache/beam/learning/katas/intro/hello
- test/org/apache/beam/learning/katas/intro/hello
- Triggers
- Early Triggers/Early Triggers
- src/org/apache/beam/learning/katas/triggers/earlytriggers
- test/org/apache/beam/learning/katas/triggers/earlytriggers
- Event Time Triggers/Event Time Triggers
- src/org/apache/beam/learning/katas/triggers/eventtimetriggers
- test/org/apache/beam/learning/katas/triggers/eventtimetriggers
- Window Accumulation Mode/Window Accumulation Mode
- src/org/apache/beam/learning/katas/triggers/windowaccummode
- test/org/apache/beam/learning/katas/triggers/windowaccummode
- Windowing
- Adding Timestamp
- ParDo
- src/org/apache/beam/learning/katas/windowing/addingtimestamp/pardo
- test/org/apache/beam/learning/katas/windowing/addingtimestamp/pardo
- WithTimestamps
- src/org/apache/beam/learning/katas/windowing/addingtimestamp/withtimestamps
- test/org/apache/beam/learning/katas/windowing/addingtimestamp/withtimestamps
- Fixed Time Window/Fixed Time Window
- src/org/apache/beam/learning/katas/windowing/fixedwindow
- test/org/apache/beam/learning/katas/windowing/fixedwindow
- util
- resources
- src/org/apache/beam/learning/katas/util
- test/org/apache/beam/learning/katas/util
- python
- Core Transforms
- Flatten/Flatten
- Map
- ParDo OneToMany
- ParDo
- IO/TextIO/ReadFromText
- Introduction/Hello Beam/Hello Beam
- tests
- Streaming/Timestamps/Add Timestamps
- prompts
- code-explanation/java
- code-generation
- java
- documentation-lookup-nolinks
- documentation-lookup
- tour-of-beam
- backend
- integration_tests
- emulators/firebase
- samples
- api
- learning-content_empty/java
- learning-content
- module 1
- group
- unit-challenge
- unit-example
- intro-unit
- unit-challenge
- unit-example
- module 2
- unit-challenge
- unit-example
- cloudbuild
- 01.setup
- 02.builders
- scripts
- frontend/assets/svg
- learning-content
- common-transforms
- aggregation
- count
- java-example
- python-example
- max
- java-example
- python-example
- mean
- java-example
- python-example
- min
- java-example
- python-example
- sum
- java-example
- python-example
- filter
- java-example
- python-example
- motivating-challenge
- java-challenge
- java-solution
- python-challenge
- python-solution
- with-keys
- java-example
- python-example
- core-transforms
- additional-outputs
- java-example
- python-example
- branching
- java-example
- python-example
- combine
- binary-combine-fn
- java-example
- combine-fn
- java-example
- python-example
- combine-per-key
- java-example
- python-example
- simple-function
- java-example
- python-example
- composite
- java-example
- python-example
- flatten
- java-example
- python-example
- map
- co-group-by-key
- java-example
- python-example
- flat-map-elements
- java-example
- python-example
- group-by-key
- java-example
- python-example
- map-elements
- java-example
- python-example
- pardo-one-to-many
- java-example
- python-example
- pardo-one-to-one
- java-example
- python-example
- motivating-challenge-1
- java-challenge
- java-solution
- python-challenge
- python-solution
- motivating-challenge-2
- python-challenge
- python-solution
- motivating-challenge-3
- java-challenge
- java-solution
- python-challenge
- python-solution
- motivating-challenge-4
- java-challenge
- java-solution
- partition
- java-example
- python-example
- side-inputs
- java-example
- python-example
- cross-language
- multi-pipeline
- java-example
- python-example
- sql-transform
- java-example
- python-example
- final-challenge
- final-challenge-1
- go-challenge
- go-solution
- java-challenge
- java-solution
- python-challenge
- python-solution
- final-challenge-2
- go-challenge
- go-solution
- java-challenge
- java-solution
- python-challenge
- python-solution
- introduction
- introduction-concepts
- creating-collections
- from-memory
- python-example
- reading-from-csv/python-example
- reading-from-text
- python-example
- pipeline-concepts
- creating-pipeline
- java-example
- python-example
- setting-pipeline
- python-example
- introduction-guide
- introduction-terms
- io
- big-query-io
- beam-schema
- java-example
- read-query
- read-table
- java-example
- table-schema
- go-example
- java-example
- kafka-io
- kafka-read
- java-example
- kafka-write
- java-example
- python-example
- rest-api
- java-example
- text-io
- text-io-gcs-read
- go-example
- python-example
- text-io-gcs-write
- python-example
- text-io-local-read
- go-example
- java-example
- python-example
- text-io-local-write
- python-example
- schema-based-transforms
- co-group
- coder
- convert
- filter
- group
- join
- motivating-challenge
- rename
- schema-concept
- creating-schema
- logical-type
- select
- splittable-dofn
- splittable
- go-example
- java-example
- triggers
- composite-trigger
- java-example
- python-example
- concept
- data-driven-trigger
- java-example
- python-example
- event-time-trigger
- java-example
- python-example
- motivating-challenge
- java-challenge
- java-solution
- python-challenge
- python-solution
- processing-trigger
- java-example
- python-example
- windowing
- adding-timestamp
- java-example
- fixed-time-window
- python-example
- global-window
- python-example
- motivating-challenge
- python-challenge
- python-solution
- session-window
- python-example
- sliding-time-window
- python-example
- windowing-concept
- terraform
- cloud_functions
- functions_buckets
- setup
- model/pipeline/src/main/proto/org/apache/beam/model/pipeline/v1
- playground
- api/v1
- backend
- containers
- java
- python
- datasets
- frontend
- playground_components
- assets
- buttons
- symbols
- translations
- lib/src
- api/v1
- models
- test/tools/extract_symbols_java
- sdk_mock
- infrastructure
- cloudbuild
- helm-playground
- templates
- terraform
- infrastructure
- artifact_registry
- cloudbuild-manual-setup/02.builders
- cloudfunctions
- firewall
- gke
- ip_address
- memorystore
- private_dns
- setup
- plugins/beam-code-completion-plugin
- .run
- src
- main/resources/META-INF
- test/testData
- release/src/main
- groovy
- scripts
- runners
- flink
- google-cloud-dataflow-java
- arm
- examples-streaming
- src/main/resources/org/apache/beam/runners/dataflow
- worker/windmill/src/main/proto
- portability/java
- samza/src
- main/resources
- test/resources
- spark
- 3/job-server
- src/test/resources
- scripts/ci
- issue-report
- pr-bot
- sdks
- go
- container
- examples
- large_wordcount
- wasm
- pkg/beam
- core
- runtime/exec
- util/reflectx
- register
- runners
- prism/internal/web
- assets
- vet/testpipeline
- java
- bom/gcp
- build-tools/src/main/resources/beam/checkstyle
- container
- distroless
- java11
- java17
- java21
- license_scripts/manual_licenses
- cached
- xz
- test
- disabled
- empty
- priority
- core/src
- main/antlr/org/apache/beam/sdk/schemas/parser/generated
- test
- avro/org/apache/beam/sdk/schemas
- resources/json-schema
- expansion-service/src/test/resources
- extensions
- arrow
- combiners
- ordered
- protobuf/src/test
- proto
- resources/test/option/v1
- sbe
- src/test/resources
- sql
- perf-tests
- src
- main/resources
- test/java/org/apache/beam/sdk/extensions/sql
- io
- amazon-web-services2/expansion-service
- cdap/src/test/resources
- clickhouse/src/main/javacc
- components
- csv
- debezium/src
- elasticsearch-tests/elasticsearch-tests-8
- google-cloud-platform
- hadoop-format/src/test/resources
- iceberg/src/test/resources
- json
- kafka
- kafka-201
- kafka-231
- kafka-241
- kafka-251
- kafka-282
- kafka-312
- kafka-390
- kudu
- rabbitmq/src/test/resources/org/apache/beam/sdk/io/rabbitmq
- singlestore
- snowflake/expansion-service
- solr/src/test/resources/cloud-minimal/conf
- splunk/src/test/resources/SplunkTestCerts
- managed/src/main/resources
- testing
- tpcds/src/main/resources
- queries
- schemas_avro
- schemas
- watermarks
- transform-service
- src/test/resources
- python
- apache_beam
- coders
- examples
- inference
- large_language_modeling
- multi_language_inference
- last_word_prediction/src/main/java/org/apache/beam/examples
- multi_language_custom_transform/multi_language_custom_transform
- ml-orchestration
- kfp
- components
- ingestion
- preprocessing
- train
- tfx
- io
- ml
- inference
- rag
- chunking
- embeddings
- enrichment
- ingestion
- transforms
- embeddings
- options
- runners/interactive/extensions/apache-beam-jupyterlab-sidepanel
- apache_beam_jupyterlab_sidepanel
- testing
- analyzers
- benchmarks
- wordcount
- load_tests
- transforms
- enrichment_handlers
- utils
- yaml
- examples/transforms
- aggregation
- blueprint
- elementwise
- io
- ml
- extended_tests
- databases
- data
- messaging
- tests
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