framezip
A lightweight Python module for packing and unpacking pandas DataFrames by grouping rows into list-aggregated columns and exploding them back into individual rows.
Features
- Pack rows sharing common keys into a single row with list-aggregated columns.
- Unpack those list columns back into multiple rows.
- Flexible column referencing by name or integer index.
Installation
Make sure you have pandas installed:
pip install framezip
Use Cases
- Aggregate user sessions or grouped events into compact representations.
- Compress DataFrame rows for efficient storage or transfer.
- Switch easily between grouped (packed) and row-wise (unpacked) views.
- Prepare data for modeling or reporting workflows requiring different granularities.
Notes
- Accepts column indices or names for flexibility.
- Uses pandas groupby().agg(list) and explode() for performance.
- Requires pandas version 0.25 or later (for explode() support).
1 maintainer
Metadata
1 maintainer
Release files for framezip 0.1.0
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 |
|---|---|---|---|---|
| framezip-0.1.0.tar.gz | 3.7 kB | Without provenance | Details for framezip-0.1.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| framezip-0.1.0-py3-none-any.whl | Python 3 | none | any | Details for framezip-0.1.0-py3-none-any.whl |
Total release size: 7.5 kB
Release files / framezip-0.1.0.tar.gz
| Download URL | framezip-0.1.0.tar.gz |
|---|---|
| Size | 3.7 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.5
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Release files / framezip-0.1.0-py3-none-any.whl
| Download URL | framezip-0.1.0-py3-none-any.whl |
|---|---|
| Size | 3.9 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.5
|
Security for framezip 0.1.0
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