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:
Newer release available (1.0.34.1)

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

Tags

orchestration data machinelearning

Classifiers

Report project as malware

Metadata

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (1.0.34.1)

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

Tags

orchestration data machinelearning

Classifiers

Report project as malware

Release files for dbnd 0.28.22

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

Source distribution (sdist)

Source distribution for dbnd 0.28.22
File Size Uploaded
dbnd-0.28.22.tar.gz 591.6 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for dbnd 0.28.22
File Interpreter ABI Platform
dbnd-0.28.22-py2.py3-none-any.whl 821.1 kB Python 3, Python 2 none any Details

Total release size: 1.4 MB

Release files / dbnd-0.28.22.tar.gz

Download URL dbnd-0.28.22.tar.gz
Size 591.6 kB
Tags Source
SHA-256 checksum
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BLAKE2b-256 checksum
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Release files / dbnd-0.28.22-py2.py3-none-any.whl

Download URL dbnd-0.28.22-py2.py3-none-any.whl
Size 821.1 kB
Tags Python 2 Python 3
SHA-256 checksum
How to use checksums 		e90e41178c24f30708f45887d3e6fe77af2e6ee0d40575387747160ddef31252
BLAKE2b-256 checksum
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Uploaded via twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/49.6.0 requests-toolbelt/0.9.1 tqdm/4.48.2 CPython/3.6.9

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0.25.5

2 release files

0.25.4

2 release files

0.25.3

2 release files

0.25.2

2 release files

0.25.1

2 release files

0.25.0

2 release files

0.24.36

2 release files

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

2 release files

0.24.26

2 release files

0.24.25

2 release files

0.24.24

2 release files

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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