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
1 maintainer
Metadata
1 maintainer
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)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| dbnd-1.0.34.1.tar.gz | 815.0 kB | Without provenance | Details for dbnd-1.0.34.1.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| dbnd-1.0.34.1-py2.py3-none-any.whl | Python 2, Python 3 | none | any | Details for dbnd-1.0.34.1-py2.py3-none-any.whl |
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 |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
04d75383c0aa6ad793a11d629547689a8883cf7c176df9cce115826db0f0b1c1
|
|
BLAKE2b-256 checksum How to use checksums |
6ef8199545485830744b3b621b6a6e66836dd85289ee9c9d541fef6b7708776b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.10.9
|
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 |
|
SHA-256 checksum How to use checksums |
c0f7d105db8d7a004f05aef8e332a7505d769dc52ee7f4dcd521add53b29a544
|
|
BLAKE2b-256 checksum How to use checksums |
2c121f92c92cedbf4b3441e68f154597962e7c15962a8c8ce36be48ce4f04bbe
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.10.9
|
Security for dbnd 1.0.34.1
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
