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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

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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

Requires

Python <3.14, >=3.6

Provides Extra

tests test-pandas test-spark2 test-spark3 test-jupyter jupyter

Tags

orchestration data machinelearning

Classifiers

Report project as malware

Release files for dbnd 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 dbnd 1.0.34.1
File Size Uploaded
dbnd-1.0.34.1.tar.gz 815.0 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for dbnd 1.0.34.1
File Interpreter ABI Platform
dbnd-1.0.34.1-py2.py3-none-any.whl 1.1 MB Python 2, Python 3 none any Details

Total release size:1.9 MB

Release files / dbnd-1.0.34.1.tar.gz

Download URL dbnd-1.0.34.1.tar.gz
Size 815.0 kB
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Release files / dbnd-1.0.34.1-py2.py3-none-any.whl

Download URL dbnd-1.0.34.1-py2.py3-none-any.whl
Size 1.1 MB
Tags Python 2 Python 3
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1.0.34.1 This release

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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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