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Dependencies
- avro ==1.12.0
- boto3
- fsspec <2025.12.0
- furl
- grpcio <2.0.0,>=1.49.1
- hopsworks-aiomysql ==0.2.2
- hopsworks-apigen
- mock
- numpy <2.5.0,>=1.26.3
- opensearch-py <=2.4.2,>=1.1.0
- packaging
- pandas <2.4.0
- protobuf <5.0.0,>=4.25.4
- pyhumps ==1.6.1
- pyjks
- pymysql
- requests
- retrying
- tqdm
- tzlocal
36 optional dependencies
- confluent-kafka[python]
- delta-spark[dev-no-opt]
- delta-spark[dev-pandas1]
- fastavro[python]
- fastmcp[mcp]
- filelock[mcp]
- great-expectations[great-expectations]
- hops-deltalake[python]
- hopsworks[dev-no-opt]
- hopsworks[dev]
- hopsworks[dev-pandas1]
- httptools[mcp]
- httpx[mcp]
- moto[dev-no-opt]
- moto[dev-pandas1]
- pandas[dev-no-opt]
- pandas[dev-pandas1]
- pandas[sqlalchemy-1]
- polars[polars]
- pyarrow[python]
- pyarrow[polars]
- pydantic[mcp]
- pyspark[dev-no-opt]
- pyspark[dev-pandas1]
- pytest[dev-pandas1]
- pytest[dev-no-opt]
- pytest-mock[dev-no-opt]
- pytest-mock[dev-pandas1]
- ruff[dev-no-opt]
- ruff[dev-pandas1]
- sqlalchemy[sqlalchemy-1]
- sqlalchemy[dev-pandas1]
- tqdm[python]
- typeguard[dev-no-opt]
- uvicorn[mcp]
- uvloop[mcp]
Used By
- mlops-batch-prediction-pipeline
- mlops-training-pipeline
- mlops-feature-pipeline
- rtml-tools
- cat-spend-training-pipeline
- g-batch-prediction-pipeline
- g-feature-pipeline
- g-training-pipeline
- batch-prediction-pipeline-self
- energy-consumption-forecasting
- batch-prediction-pipeline-amar
- batch-prediction-pipeline-mm
- gdp-time-series
- batch-prediction-pipeline
- feature-pipeline
- mip-training-pipeline
- training-pipeline-mm
- training-pipeline