pipeline status

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DBND

DBND an open source framework for building and tracking data pipelines. DBND is used for processes ranging from data ingestion, preparation, machine learning model training and production.

DBND includes a Python library, set of APIs, and CLI that enables you to collect metadata from your workflows, create a system of record for runs, and easily orchestrate complex processes.

DBND simplifies the process of building and running data pipelines from dbnd import task

from dbnd import task

@task
def say_hello(name: str = "databand.ai") -> str:
    value = "Hello %s!" % name
    return value

And makes it easy to track your critical pipeline metadata

from dbnd import log_metric, log_dataframe

log_dataframe("my_dataset", my_dataset)
log_metric("r2", r2)

Getting Started

See our documentation with examples and quickstart guides to get up and running with DBND.

The Latest and Greatest

For using DBND, we recommend that you work with a virtual environment like Virtualenv or Conda. Update to the latest and greatest:

pip install dbnd

If you would like access to our latest features, or have any questions, feedback, or contributions we would love to here from you! Get in touch through contact@databand.ai

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for dbnd-dev from gravatar.com dbnd-dev

Credits

Author/Maintainer: Evgeny Shulman

License

Apache Software License

Provides Extra

run airflow airflow-auto-tracking airflow-versioned-dag airflow-export aws azure databricks docker gcp hdfs mlflow qubole spark postgres redshift snowflake tensorflow luigi k8s

Tags

orchestration data machinelearning

Classifiers

Report project as malware

Metadata

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for dbnd-dev from gravatar.com dbnd-dev

Credits

Author/Maintainer: Evgeny Shulman

License

Apache Software License

Provides Extra

run airflow airflow-auto-tracking airflow-versioned-dag airflow-export aws azure databricks docker gcp hdfs mlflow qubole spark postgres redshift snowflake tensorflow luigi k8s

Tags

orchestration data machinelearning

Classifiers

Report project as malware

Release files for databand 1.0.34.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for databand 1.0.34.1
File Size Uploaded
databand-1.0.34.1.tar.gz 10.7 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for databand 1.0.34.1
File Interpreter ABI Platform
databand-1.0.34.1-py2.py3-none-any.whl 6.8 kB Python 3, Python 2 none any Details

Total release size: 17.5 kB

Release files / databand-1.0.34.1.tar.gz

Download URL databand-1.0.34.1.tar.gz
Size 10.7 kB
Tags Source
SHA-256 checksum
How to use checksums 		115e1f81fdc55763b4596792a7d3aeea17adae13a96d0aabd1b2994d8ad431d5
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Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.2.0 CPython/3.10.9

Release files / databand-1.0.34.1-py2.py3-none-any.whl

Download URL databand-1.0.34.1-py2.py3-none-any.whl
Size 6.8 kB
Tags Python 2 Python 3
SHA-256 checksum
How to use checksums 		bf7f97f3fa7240f3f473fb4f3d854af859d88b6d992fb98a232c6e4d00f9482d
BLAKE2b-256 checksum
How to use checksums 		fb28dba0b054c17f08fbf9f1f8b9c28c73b4e33fdb292b33b2a2fcd2fed158d6
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Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.2.0 CPython/3.10.9

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This release

1.0.34.1 This release

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2 release files

0.25.6

2 release files

0.25.5

2 release files

0.25.4

2 release files

0.25.3

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0.25.2

2 release files

0.25.1

2 release files

0.25.0

2 release files

0.24.36

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0.24.35

2 release files

0.24.34

2 release files

0.24.33

2 release files

0.24.30

2 release files

0.24.29

2 release files

0.24.28

2 release files

0.24.27

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0.24.26

2 release files

0.24.25

2 release files

0.24.24

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0.24.23

2 release files

0.24.21

2 release files

0.24.19

2 release files

0.24.17

2 release files

0.24.16

2 release files

0.24.14

2 release files

0.24.11

2 release files

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