MEDVeDI 
Memory Efficient Deconstructed Vectorized Dataframe Interface.
Design goals:
- Favor performance over nice syntax features. Sacrifice fool-proof for efficient zero-copy operations.
- Ensure ideal micro-performance and optimize for moderate data sizes (megabytes).
- The use-case is API server code that you write once and execute many times.
- Try to stay compatible with the Pandas interface. There is no
Series, however. - Rely on numpy.
- Friends with Arrow.
- Frequently release GIL and depend on native extensions doing unsafe things.
- Test only CPython and Linux.
- Support only x86-64 CPUs with AVX2.
- Support only Python 3.10+.
- 100% test coverage.
Otherwise, you should be way better with regular Pandas.
Medvedi used to be heavily used in production at Athenian.
1 maintainer
Release files for medvedi 0.1.68
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distributions (wheels)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| medvedi-0.1.68-cp312-cp312-manylinux_2_34_x86_64.whl | CPython 3.12 | CPython 3.12 | Linux glibc 2.34+ x86-64 | Details |
| medvedi-0.1.68-cp311-cp311-manylinux_2_34_x86_64.whl | CPython 3.11 | CPython 3.11 | Linux glibc 2.34+ x86-64 | Details |
| medvedi-0.1.68-cp310-cp310-manylinux_2_34_x86_64.whl | CPython 3.10 | CPython 3.10 | Linux glibc 2.34+ x86-64 | Details |
Total release size: 5.8 MB
Release files / medvedi-0.1.68-cp312-cp312-manylinux_2_34_x86_64.whl
| Download URL | medvedi-0.1.68-cp312-cp312-manylinux_2_34_x86_64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.12 Linux glibc 2.34+ x86-64 |
|
SHA-256 checksum How to use checksums |
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No |
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twine/6.1.0 CPython/3.12.9
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Release files / medvedi-0.1.68-cp311-cp311-manylinux_2_34_x86_64.whl
| Download URL | medvedi-0.1.68-cp311-cp311-manylinux_2_34_x86_64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.11 Linux glibc 2.34+ x86-64 |
|
SHA-256 checksum How to use checksums |
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twine/6.1.0 CPython/3.11.11
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Release files / medvedi-0.1.68-cp310-cp310-manylinux_2_34_x86_64.whl
| Download URL | medvedi-0.1.68-cp310-cp310-manylinux_2_34_x86_64.whl |
|---|---|
| Size | 1.9 MB |
| Tags | CPython 3.10 Linux glibc 2.34+ x86-64 |
|
SHA-256 checksum How to use checksums |
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