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GitHub / alibaba / feathub

FeatHub - A stream-batch unified feature store for real-time machine learning

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alibaba%2Ffeathub

Stars: 293
Forks: 46
Open Issues: 102

License: apache-2.0
Language: Python
Repo Size: 4.56 MB
Dependencies: 75

Created: over 1 year ago
Updated: 20 days ago
Last pushed: 7 months ago
Last synced: 12 days ago

Commit Stats

Commits: 89
Authors: 8
Mean commits per author: 11.13
Development Distribution Score: 0.562
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/alibaba/feathub

Topics: apache-flink, data, data-engineering, data-quality, data-science, feature-engineering, feature-store, machine-learning, mlops, streaming

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Dependencies

java/feathub-dist/pom.xml maven

org.apache.flink:flink-sql-connector-kafka 1.15.2

python/dev-requirements.txt pypi

autopep8 >=1.6.0 development
black >=22.3.0 development
flake8 ==4.0.1 development
mypy ==0.971 development
pytest ==4.4.1 development
setuptools >=18.0 development
wheel * development

python/setup.py pypi

apache-flink *
kubernetes *
numpy >=1.14.3,<1.20
oss2 ==2.16.0
pandas >=1.1.5
ply >=3.11
sklearn *

.github/workflows/build-and-test.yaml actions

actions/checkout v3 composite
actions/setup-java v3 composite
actions/setup-python v4 composite
mxschmitt/action-tmate v3 composite

.github/workflows/build-and-upload-wheel.yaml actions

actions/checkout v3 composite
actions/setup-java v3 composite
actions/setup-python v4 composite
actions/upload-artifact v3 composite
mxschmitt/action-tmate v3 composite

.github/workflows/nightly-build.yaml actions

.github/workflows/publish-wheel.yaml actions

actions/download-artifact v3 composite
actions/setup-python v4 composite

.github/workflows/run-e2e-examples.yaml actions

actions/checkout v3 composite
actions/download-artifact v3 composite
actions/setup-java v3 composite
actions/setup-python v4 composite
mxschmitt/action-tmate v3 composite

docker/Dockerfile docker

flink 1.16.1 build

java/feathub-connectors/flink-connectors/flink-connector-kafka/pom.xml maven

org.apache.flink:flink-connector-base ${flink.version} provided
org.apache.flink:flink-connector-kafka ${flink.version} provided
org.apache.flink:flink-streaming-java ${flink.version} provided
org.apache.flink:flink-table-api-java-bridge ${flink.version} provided
org.apache.flink:flink-clients ${flink.version} test
org.apache.flink:flink-connector-test-utils ${flink.version} test
org.apache.flink:flink-csv ${flink.version} test
org.apache.flink:flink-table-planner-loader ${flink.version} test
org.apache.flink:flink-table-runtime ${flink.version} test
org.apache.logging.log4j:log4j-slf4j-impl 2.19.0 test
org.testcontainers:kafka 1.16.2 test
org.testcontainers:testcontainers 1.16.2 test

java/feathub-connectors/flink-connectors/flink-connector-prometheus/pom.xml maven

org.apache.flink:flink-table-api-java-bridge ${flink.version} provided
io.prometheus:simpleclient_pushgateway 0.8.1
org.apache.flink:flink-clients ${flink.version} test
org.apache.flink:flink-connector-test-utils ${flink.version} test
org.apache.flink:flink-csv ${flink.version} test
org.apache.flink:flink-table-planner-loader ${flink.version} test
org.apache.flink:flink-table-runtime ${flink.version} test
org.apache.logging.log4j:log4j-slf4j-impl 2.19.0 test
org.testcontainers:testcontainers 1.16.2 test

java/feathub-connectors/flink-connectors/flink-connector-redis/pom.xml maven

org.apache.flink:flink-table-api-java-bridge ${flink.version} provided
redis.clients:jedis 4.3.0
com.github.kstyrc:embedded-redis 0.6 test
org.apache.flink:flink-table-planner-loader ${flink.version} test
org.apache.flink:flink-table-runtime ${flink.version} test
org.apache.flink:flink-test-utils ${flink.version} test

java/feathub-connectors/flink-connectors/pom.xml maven

java/feathub-connectors/pom.xml maven

java/feathub-test-proto/pom.xml maven

com.google.protobuf:protobuf-java 3.21.2

java/feathub-udf/flink-udf/pom.xml maven

org.apache.flink:flink-streaming-java ${flink.version} provided
org.apache.flink:flink-table-api-java ${flink.version} provided
org.apache.flink:flink-table-api-java-bridge ${flink.version} provided
org.apache.flink:flink-table-common ${flink.version} provided
org.apache.flink:flink-table-runtime ${flink.version} provided
org.apache.flink:flink-clients ${flink.version} test
org.apache.flink:flink-java ${flink.version} test
org.apache.flink:flink-table-planner-loader ${flink.version} test
org.apache.logging.log4j:log4j-slf4j-impl 2.19.0 test

java/feathub-udf/pom.xml maven

java/pom.xml maven

org.slf4j:slf4j-api 1.7.32 provided
org.assertj:assertj-core 3.23.1 test
org.junit.jupiter:junit-jupiter 5.8.2 test
org.junit.jupiter:junit-jupiter-engine 5.8.2 test

python/pyproject.toml pypi

tools/cli-deps/requirements.txt pypi

ply >=3.11
tzlocal *