pyodps

Elegent way to access ODPS API. Documentation

Installation

The quick way:

pip install pyodps[full]

If you don’t need to use Jupyter, just type

pip install pyodps

The dependencies will be installed automatically.

Or from source code (not recommended for production use):

$ virtualenv pyodps_env
$ source pyodps_env/bin/activate
$ pip install git+https://github.com/aliyun/aliyun-odps-python-sdk.git

Dependencies

Python (>=3.7), pypy, Python 3.11 recommended
setuptools (>=3.0)

Run Tests

install pytest
copy conf/test.conf.template to odps/tests/test.conf, and fill it with your account
run pytest odps

Usage

>>> import os
>>> from odps import ODPS
>>> # Make sure environment variable CLOUD_ACCESS_KEY_ID already set to Access Key ID of user
>>> # while environment variable CLOUD_ACCESS_KEY_SECRET set to Access Key Secret of user.
>>> # Not recommended to hardcode Access Key ID or Access Key Secret in your code.
>>> o = ODPS(
>>>     os.getenv('CLOUD_ACCESS_KEY_ID'),
>>>     os.getenv('CLOUD_ACCESS_KEY_SECRET'),
>>>     project='**your-project**',
>>>     endpoint='**your-endpoint**',
>>> )
>>> dual = o.get_table('dual')
>>> dual.name
'dual'
>>> dual.table_schema
odps.Schema {
  c_int_a                 bigint
  c_int_b                 bigint
  c_double_a              double
  c_double_b              double
  c_string_a              string
  c_string_b              string
  c_bool_a                boolean
  c_bool_b                boolean
  c_datetime_a            datetime
  c_datetime_b            datetime
}
>>> dual.creation_time
datetime.datetime(2014, 6, 6, 13, 28, 24)
>>> dual.is_virtual_view
False
>>> dual.size
448
>>> dual.table_schema.columns
[<column c_int_a, type bigint>,
 <column c_int_b, type bigint>,
 <column c_double_a, type double>,
 <column c_double_b, type double>,
 <column c_string_a, type string>,
 <column c_string_b, type string>,
 <column c_bool_a, type boolean>,
 <column c_bool_b, type boolean>,
 <column c_datetime_a, type datetime>,
 <column c_datetime_b, type datetime>]

Command-line and IPython enhancement

In [1]: %load_ext odps

In [2]: %enter
Out[2]: <odps.inter.Room at 0x10fe0e450>

In [3]: %sql select * from pyodps_iris limit 5
|==========================================|   1 /  1  (100.00%)         2s
Out[3]:
   sepallength  sepalwidth  petallength  petalwidth         name
0          5.1         3.5          1.4         0.2  Iris-setosa
1          4.9         3.0          1.4         0.2  Iris-setosa
2          4.7         3.2          1.3         0.2  Iris-setosa
3          4.6         3.1          1.5         0.2  Iris-setosa
4          5.0         3.6          1.4         0.2  Iris-setosa

Python UDF Debugging Tool

#file: plus.py
from odps.udf import annotate

@annotate('bigint,bigint->bigint')
class Plus:
    def evaluate(self, a, b):
        return a + b

$ cat plus.input
1,1
3,2
$ pyou plus.Plus < plus.input
2
5

Contributing

For a development install, clone the repository and then install from source:

git clone https://github.com/aliyun/aliyun-odps-python-sdk.git
cd pyodps
pip install -e .

License

Licensed under the Apache License 2.0

Metadata

Release files for pyodps 0.13.2

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for pyodps 0.13.2
File	Size	Uploaded
pyodps-0.13.2.tar.gz	1.2 MB	Sep 10, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for pyodps 0.13.2
File	Interpreter	ABI	Platform	Reset
pyodps-0.13.2-cp314-cp314t-win_amd64.whl 2.1 MB Sep 10, 2026	CPython 3.14	CPython 3.14 free-threading	Windows x86-64	Details
pyodps-0.13.2-cp314-cp314t-win32.whl 2.0 MB Sep 10, 2026	CPython 3.14	CPython 3.14 free-threading	Windows x86-32	Details
pyodps-0.13.2-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 7.0 MB Sep 10, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64	Details
pyodps-0.13.2-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 7.3 MB Sep 10, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64	Details
pyodps-0.13.2-cp314-cp314t-macosx_11_0_arm64.whl 2.2 MB Sep 10, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 11.0+ ARM64	Details
pyodps-0.13.2-cp314-cp314t-macosx_10_15_x86_64.whl 2.2 MB Sep 10, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 10.15+ x86-64	Details
pyodps-0.13.2-cp314-cp314-win_amd64.whl 2.1 MB Sep 10, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
pyodps-0.13.2-cp314-cp314-win32.whl 2.0 MB Sep 10, 2026	CPython 3.14	CPython 3.14	Windows x86-32	Details
pyodps-0.13.2-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 6.8 MB Sep 10, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64	Details
pyodps-0.13.2-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 6.8 MB Sep 10, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64	Details
pyodps-0.13.2-cp314-cp314-macosx_11_0_arm64.whl 2.2 MB Sep 10, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
pyodps-0.13.2-cp314-cp314-macosx_10_15_x86_64.whl 2.2 MB Sep 10, 2026	CPython 3.14	CPython 3.14	macOS 10.15+ x86-64	Details
pyodps-0.13.2-cp313-cp313-win_amd64.whl 2.1 MB Sep 10, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
pyodps-0.13.2-cp313-cp313-win32.whl 1.9 MB Sep 10, 2026	CPython 3.13	CPython 3.13	Windows x86-32	Details
pyodps-0.13.2-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 6.9 MB Sep 10, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64	Details
pyodps-0.13.2-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 6.8 MB Sep 10, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64	Details
pyodps-0.13.2-cp313-cp313-macosx_11_0_arm64.whl 2.2 MB Sep 10, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
pyodps-0.13.2-cp313-cp313-macosx_10_13_x86_64.whl 2.2 MB Sep 10, 2026	CPython 3.13	CPython 3.13	macOS 10.13+ x86-64	Details
pyodps-0.13.2-cp312-cp312-win_amd64.whl 2.1 MB Sep 10, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
pyodps-0.13.2-cp312-cp312-win32.whl 2.0 MB Sep 10, 2026	CPython 3.12	CPython 3.12	Windows x86-32	Details
pyodps-0.13.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 7.2 MB Sep 10, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-64	Details
pyodps-0.13.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 7.1 MB Sep 10, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARM64	Details
pyodps-0.13.2-cp312-cp312-macosx_11_0_arm64.whl 2.3 MB Sep 10, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
pyodps-0.13.2-cp312-cp312-macosx_10_9_x86_64.whl 2.3 MB Sep 10, 2026	CPython 3.12	CPython 3.12	macOS 10.9+ x86-64	Details
pyodps-0.13.2-cp311-cp311-win_amd64.whl 2.2 MB Sep 10, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
pyodps-0.13.2-cp311-cp311-win32.whl 2.0 MB Sep 10, 2026	CPython 3.11	CPython 3.11	Windows x86-32	Details
pyodps-0.13.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 7.3 MB Sep 10, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64	Details
pyodps-0.13.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 7.2 MB Sep 10, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARM64	Details
pyodps-0.13.2-cp311-cp311-macosx_11_0_arm64.whl 2.3 MB Sep 10, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
pyodps-0.13.2-cp311-cp311-macosx_10_9_x86_64.whl 2.3 MB Sep 10, 2026	CPython 3.11	CPython 3.11	macOS 10.9+ x86-64	Details
pyodps-0.13.2-cp310-cp310-win_amd64.whl 2.2 MB Sep 10, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
pyodps-0.13.2-cp310-cp310-win32.whl 2.0 MB Sep 10, 2026	CPython 3.10	CPython 3.10	Windows x86-32	Details
pyodps-0.13.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 6.7 MB Sep 10, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64	Details
pyodps-0.13.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 6.6 MB Sep 10, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARM64	Details
pyodps-0.13.2-cp310-cp310-macosx_11_0_arm64.whl 2.3 MB Sep 10, 2026	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
pyodps-0.13.2-cp310-cp310-macosx_10_9_x86_64.whl 2.3 MB Sep 10, 2026	CPython 3.10	CPython 3.10	macOS 10.9+ x86-64	Details
pyodps-0.13.2-cp39-cp39-win_amd64.whl 2.2 MB Sep 10, 2026	CPython 3.9	CPython 3.9	Windows x86-64	Details
pyodps-0.13.2-cp39-cp39-win32.whl 2.0 MB Sep 10, 2026	CPython 3.9	CPython 3.9	Windows x86-32	Details
pyodps-0.13.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 6.7 MB Sep 10, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.17+ x86-64	Details
pyodps-0.13.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 6.6 MB Sep 10, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.17+ ARM64	Details
pyodps-0.13.2-cp39-cp39-macosx_11_0_arm64.whl 2.3 MB Sep 10, 2026	CPython 3.9	CPython 3.9	macOS 11.0+ ARM64	Details
pyodps-0.13.2-cp39-cp39-macosx_10_9_x86_64.whl 2.3 MB Sep 10, 2026	CPython 3.9	CPython 3.9	macOS 10.9+ x86-64	Details
pyodps-0.13.2-cp38-cp38-win_amd64.whl 2.2 MB Sep 10, 2026	CPython 3.8	CPython 3.8	Windows x86-64	Details
pyodps-0.13.2-cp38-cp38-win32.whl 2.0 MB Sep 10, 2026	CPython 3.8	CPython 3.8	Windows x86-32	Details
pyodps-0.13.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 6.8 MB Sep 10, 2026	CPython 3.8	CPython 3.8	Linux glibc 2.17+ x86-64	Details
pyodps-0.13.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 6.8 MB Sep 10, 2026	CPython 3.8	CPython 3.8	Linux glibc 2.17+ ARM64	Details
pyodps-0.13.2-cp38-cp38-macosx_11_0_arm64.whl 2.3 MB Sep 10, 2026	CPython 3.8	CPython 3.8	macOS 11.0+ ARM64	Details
pyodps-0.13.2-cp38-cp38-macosx_10_9_x86_64.whl 2.3 MB Sep 10, 2026	CPython 3.8	CPython 3.8	macOS 10.9+ x86-64	Details
pyodps-0.13.2-cp37-cp37m-win_amd64.whl 2.1 MB Sep 10, 2026	CPython 3.7	CPython 3.7 pymalloc	Windows x86-64	Details
pyodps-0.13.2-cp37-cp37m-win32.whl 2.0 MB Sep 10, 2026	CPython 3.7	CPython 3.7 pymalloc	Windows x86-32	Details
pyodps-0.13.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 6.2 MB Sep 10, 2026	CPython 3.7	CPython 3.7 pymalloc	Linux glibc 2.17+ x86-64	Details
pyodps-0.13.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 6.1 MB Sep 10, 2026	CPython 3.7	CPython 3.7 pymalloc	Linux glibc 2.17+ ARM64	Details
pyodps-0.13.2-cp37-cp37m-macosx_10_9_x86_64.whl 2.3 MB Sep 10, 2026	CPython 3.7	CPython 3.7 pymalloc	macOS 10.9+ x86-64	Details

Total release size: 200.2 MB

Release files / pyodps-0.13.2.tar.gz

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Release files / pyodps-0.13.2-cp314-cp314-macosx_10_15_x86_64.whl

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Release files / pyodps-0.13.2-cp313-cp313-win_amd64.whl

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Release files / pyodps-0.13.2-cp313-cp313-win32.whl

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Release files / pyodps-0.13.2-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

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Release files / pyodps-0.13.2-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

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Release files / pyodps-0.13.2-cp313-cp313-macosx_11_0_arm64.whl

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Release files / pyodps-0.13.2-cp313-cp313-macosx_10_13_x86_64.whl

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Release files / pyodps-0.13.2-cp312-cp312-win_amd64.whl

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Release files / pyodps-0.13.2-cp312-cp312-win32.whl

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Release files / pyodps-0.13.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Release files / pyodps-0.13.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Release files / pyodps-0.13.2-cp312-cp312-macosx_11_0_arm64.whl

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Release files / pyodps-0.13.2-cp312-cp312-macosx_10_9_x86_64.whl

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Release files / pyodps-0.13.2-cp311-cp311-win_amd64.whl

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Release files / pyodps-0.13.2-cp311-cp311-win32.whl

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Release files / pyodps-0.13.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Release files / pyodps-0.13.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Release files / pyodps-0.13.2-cp311-cp311-macosx_11_0_arm64.whl

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Release files / pyodps-0.13.2-cp311-cp311-macosx_10_9_x86_64.whl

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Release files / pyodps-0.13.2-cp310-cp310-win_amd64.whl

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Release files / pyodps-0.13.2-cp310-cp310-win32.whl

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Release files / pyodps-0.13.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Release files / pyodps-0.13.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Release files / pyodps-0.13.2-cp310-cp310-macosx_11_0_arm64.whl

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Release files / pyodps-0.13.2-cp310-cp310-macosx_10_9_x86_64.whl

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Release files / pyodps-0.13.2-cp39-cp39-win_amd64.whl

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Release files / pyodps-0.13.2-cp39-cp39-win32.whl

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Release files / pyodps-0.13.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Release files / pyodps-0.13.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Release files / pyodps-0.13.2-cp39-cp39-macosx_11_0_arm64.whl

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Release files / pyodps-0.13.2-cp39-cp39-macosx_10_9_x86_64.whl

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Release files / pyodps-0.13.2-cp38-cp38-win_amd64.whl

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Size	2.2 MB
Tags	CPython 3.8 Windows x86-64
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Upload date	Sep 10, 2026
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Uploaded via	`twine/7.0.0 CPython/3.12.10`

Release files / pyodps-0.13.2-cp38-cp38-win32.whl

Download URL	pyodps-0.13.2-cp38-cp38-win32.whl
Size	2.0 MB
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Upload date	Sep 10, 2026
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Uploaded via	`twine/7.0.0 CPython/3.12.10`

Release files / pyodps-0.13.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Size	6.8 MB
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Uploaded via	`twine/7.0.0 CPython/3.12.3`

Release files / pyodps-0.13.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	pyodps-0.13.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Release files / pyodps-0.13.2-cp38-cp38-macosx_11_0_arm64.whl

Download URL	pyodps-0.13.2-cp38-cp38-macosx_11_0_arm64.whl
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Uploaded via	`twine/6.2.0 CPython/3.9.13`

Release files / pyodps-0.13.2-cp38-cp38-macosx_10_9_x86_64.whl

Download URL	pyodps-0.13.2-cp38-cp38-macosx_10_9_x86_64.whl
Size	2.3 MB
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Uploaded via	`twine/6.2.0 CPython/3.9.25`

Release files / pyodps-0.13.2-cp37-cp37m-win_amd64.whl

Download URL	pyodps-0.13.2-cp37-cp37m-win_amd64.whl
Size	2.1 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Windows x86-64
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Uploaded via	`twine/7.0.0 CPython/3.12.10`

Release files / pyodps-0.13.2-cp37-cp37m-win32.whl

Download URL	pyodps-0.13.2-cp37-cp37m-win32.whl
Size	2.0 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Windows x86-32
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Release files / pyodps-0.13.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	pyodps-0.13.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	6.2 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64
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Upload date	Sep 10, 2026
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Uploaded via	`twine/7.0.0 CPython/3.12.3`

Release files / pyodps-0.13.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	pyodps-0.13.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	6.1 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ ARM64
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Upload date	Sep 10, 2026
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Uploaded via	`twine/7.0.0 CPython/3.12.3`

Release files / pyodps-0.13.2-cp37-cp37m-macosx_10_9_x86_64.whl

Download URL	pyodps-0.13.2-cp37-cp37m-macosx_10_9_x86_64.whl
Size	2.3 MB
Tags	CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ x86-64
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Upload date	Sep 10, 2026
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Uploaded via	`twine/6.2.0 CPython/3.9.25`