MaxCompute MaxFrame Client
MaxFrame is a computational framework created by Alibaba Cloud to provide a way for Python developers to parallelize their code with MaxCompute. It creates a runnable computation graph locally, submits it to MaxCompute to execute and obtains results from MaxCompute.
MaxFrame client is the client of MaxFrame. Currently it provides a DataFrame-based SDK with compatible APIs for pandas. In future, other common Python libraries like numpy and scikit-learn will be added as well. Python 3.7 is recommended for MaxFrame client to enable all functionalities while supports for higher Python versions are on the way.
Installation
You may install MaxFrame client through PIP:
pip install maxframeLatest beta version can be installed with --pre argument:
pip install --pre maxframeYou can also install MaxFrame client from source code:
pip install git+https://github.com/aliyun/alibabacloud-odps-maxframe-client.gitGetting started
We show a simple code example of MaxFrame client which read data from a MaxCompute table, performs some simple data transform and writes back into MaxCompute.
import maxframe.dataframe as md
import os
from maxframe import new_session
from odps import ODPS
o = ODPS(
os.getenv('ALIBABA_CLOUD_ACCESS_KEY_ID'),
os.getenv('ALIBABA_CLOUD_ACCESS_KEY_SECRET'),
project='your-default-project',
endpoint='your-end-point',
)
session = new_session(o)
df = md.read_odps_table("source_table")
df["A"] = "prefix_" + df["A"]
md.to_odps_table(df, "prefix_source_table")Documentation
Detailed documentations can be found here.
License
Licensed under the Apache License 2.0.
1 maintainer
Metadata
1 maintainer
Release files for maxframe 2.8.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| maxframe-2.8.1.tar.gz | 1.1 MB | Details |
Built distributions (wheels)
Total release size: 140.8 MB
Release files / maxframe-2.8.1.tar.gz
| Download URL | maxframe-2.8.1.tar.gz |
|---|---|
| Size | 1.1 MB |
| Tags | Source |
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|
Release files / maxframe-2.8.1-cp312-cp312-win_amd64.whl
| Download URL | maxframe-2.8.1-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 2.9 MB |
| Tags | CPython 3.12 Windows x86-64 |
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Release files / maxframe-2.8.1-cp312-cp312-win32.whl
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Release files / maxframe-2.8.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | maxframe-2.8.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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Release files / maxframe-2.8.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | maxframe-2.8.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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Release files / maxframe-2.8.1-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | maxframe-2.8.1-cp312-cp312-macosx_11_0_arm64.whl |
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Release files / maxframe-2.8.1-cp312-cp312-macosx_10_9_x86_64.whl
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Release files / maxframe-2.8.1-cp311-cp311-win_amd64.whl
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Release files / maxframe-2.8.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / maxframe-2.8.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Release files / maxframe-2.8.1-cp311-cp311-macosx_10_9_x86_64.whl
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Release files / maxframe-2.8.1-cp310-cp310-win_amd64.whl
| Download URL | maxframe-2.8.1-cp310-cp310-win_amd64.whl |
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Release files / maxframe-2.8.1-cp310-cp310-win32.whl
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Release files / maxframe-2.8.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / maxframe-2.8.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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| Download URL | maxframe-2.8.1-cp310-cp310-macosx_11_0_arm64.whl |
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Release files / maxframe-2.8.1-cp310-cp310-macosx_10_9_x86_64.whl
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Release files / maxframe-2.8.1-cp39-cp39-win_amd64.whl
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Release files / maxframe-2.8.1-cp38-cp38-win_amd64.whl
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| Size | 2.8 MB |
| Tags | CPython 3.8 Windows x86-32 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.12.10
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Release files / maxframe-2.8.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | maxframe-2.8.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 6.3 MB |
| Tags | CPython 3.8 Linux glibc 2.17+ x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.12.3
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Release files / maxframe-2.8.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | maxframe-2.8.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 6.2 MB |
| Tags | CPython 3.8 Linux glibc 2.17+ ARM64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.12.3
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Release files / maxframe-2.8.1-cp38-cp38-macosx_11_0_arm64.whl
| Download URL | maxframe-2.8.1-cp38-cp38-macosx_11_0_arm64.whl |
|---|---|
| Size | 3.0 MB |
| Tags | CPython 3.8 macOS 11.0+ ARM64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.9.13
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Release files / maxframe-2.8.1-cp38-cp38-macosx_10_9_x86_64.whl
| Download URL | maxframe-2.8.1-cp38-cp38-macosx_10_9_x86_64.whl |
|---|---|
| Size | 3.0 MB |
| Tags | CPython 3.8 macOS 10.9+ x86-64 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.9.25
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Release files / maxframe-2.8.1-cp37-cp37m-win_amd64.whl
| Download URL | maxframe-2.8.1-cp37-cp37m-win_amd64.whl |
|---|---|
| Size | 2.9 MB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Windows x86-64 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.12.10
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Release files / maxframe-2.8.1-cp37-cp37m-win32.whl
| Download URL | maxframe-2.8.1-cp37-cp37m-win32.whl |
|---|---|
| Size | 2.8 MB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Windows x86-32 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.12.10
|
Release files / maxframe-2.8.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | maxframe-2.8.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 5.8 MB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.12.3
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Release files / maxframe-2.8.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | maxframe-2.8.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 5.7 MB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ ARM64 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.12.3
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Release files / maxframe-2.8.1-cp37-cp37m-macosx_10_9_x86_64.whl
| Download URL | maxframe-2.8.1-cp37-cp37m-macosx_10_9_x86_64.whl |
|---|---|
| Size | 3.0 MB |
| Tags | CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ x86-64 |
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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/6.2.0 CPython/3.9.25
|
