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ODPS Python SDK

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 0.13.3

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 0.13.3
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Built distributions (wheels)

Table of built distributions (wheels) for pyodps 0.13.3
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pyodps-0.13.3-cp314-cp314t-win_amd64.whl CPython 3.14 CPython 3.14 free-threading Windows x86-64 Details for pyodps-0.13.3-cp314-cp314t-win_amd64.whl
pyodps-0.13.3-cp314-cp314t-win32.whl CPython 3.14 CPython 3.14 free-threading Windows x86-32 Details for pyodps-0.13.3-cp314-cp314t-win32.whl
pyodps-0.13.3-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl CPython 3.14 CPython 3.14 free-threading Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details for pyodps-0.13.3-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
pyodps-0.13.3-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl CPython 3.14 CPython 3.14 free-threading Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64 Details for pyodps-0.13.3-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
pyodps-0.13.3-cp314-cp314t-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64 Details for pyodps-0.13.3-cp314-cp314t-macosx_11_0_arm64.whl
pyodps-0.13.3-cp314-cp314t-macosx_10_15_x86_64.whl CPython 3.14 CPython 3.14 free-threading macOS 10.15+ x86-64 Details for pyodps-0.13.3-cp314-cp314t-macosx_10_15_x86_64.whl
pyodps-0.13.3-cp314-cp314-win_amd64.whl CPython 3.14 CPython 3.14 Windows x86-64 Details for pyodps-0.13.3-cp314-cp314-win_amd64.whl
pyodps-0.13.3-cp314-cp314-win32.whl CPython 3.14 CPython 3.14 Windows x86-32 Details for pyodps-0.13.3-cp314-cp314-win32.whl
pyodps-0.13.3-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl CPython 3.14 CPython 3.14 Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details for pyodps-0.13.3-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
pyodps-0.13.3-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl CPython 3.14 CPython 3.14 Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64 Details for pyodps-0.13.3-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
pyodps-0.13.3-cp314-cp314-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 macOS 11.0+ ARM64 Details for pyodps-0.13.3-cp314-cp314-macosx_11_0_arm64.whl
pyodps-0.13.3-cp314-cp314-macosx_10_15_x86_64.whl CPython 3.14 CPython 3.14 macOS 10.15+ x86-64 Details for pyodps-0.13.3-cp314-cp314-macosx_10_15_x86_64.whl
pyodps-0.13.3-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details for pyodps-0.13.3-cp313-cp313-win_amd64.whl
pyodps-0.13.3-cp313-cp313-win32.whl CPython 3.13 CPython 3.13 Windows x86-32 Details for pyodps-0.13.3-cp313-cp313-win32.whl
pyodps-0.13.3-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64 Details for pyodps-0.13.3-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
pyodps-0.13.3-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl CPython 3.13 CPython 3.13 Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64 Details for pyodps-0.13.3-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
pyodps-0.13.3-cp313-cp313-macosx_11_0_arm64.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details for pyodps-0.13.3-cp313-cp313-macosx_11_0_arm64.whl
pyodps-0.13.3-cp313-cp313-macosx_10_13_x86_64.whl CPython 3.13 CPython 3.13 macOS 10.13+ x86-64 Details for pyodps-0.13.3-cp313-cp313-macosx_10_13_x86_64.whl
pyodps-0.13.3-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details for pyodps-0.13.3-cp312-cp312-win_amd64.whl
pyodps-0.13.3-cp312-cp312-win32.whl CPython 3.12 CPython 3.12 Windows x86-32 Details for pyodps-0.13.3-cp312-cp312-win32.whl
pyodps-0.13.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64 Details for pyodps-0.13.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
pyodps-0.13.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ ARM64 Details for pyodps-0.13.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
pyodps-0.13.3-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details for pyodps-0.13.3-cp312-cp312-macosx_11_0_arm64.whl
pyodps-0.13.3-cp312-cp312-macosx_10_9_x86_64.whl CPython 3.12 CPython 3.12 macOS 10.9+ x86-64 Details for pyodps-0.13.3-cp312-cp312-macosx_10_9_x86_64.whl
pyodps-0.13.3-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details for pyodps-0.13.3-cp311-cp311-win_amd64.whl
pyodps-0.13.3-cp311-cp311-win32.whl CPython 3.11 CPython 3.11 Windows x86-32 Details for pyodps-0.13.3-cp311-cp311-win32.whl
pyodps-0.13.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details for pyodps-0.13.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
pyodps-0.13.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARM64 Details for pyodps-0.13.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
pyodps-0.13.3-cp311-cp311-macosx_11_0_arm64.whl CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details for pyodps-0.13.3-cp311-cp311-macosx_11_0_arm64.whl
pyodps-0.13.3-cp311-cp311-macosx_10_9_x86_64.whl CPython 3.11 CPython 3.11 macOS 10.9+ x86-64 Details for pyodps-0.13.3-cp311-cp311-macosx_10_9_x86_64.whl
pyodps-0.13.3-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details for pyodps-0.13.3-cp310-cp310-win_amd64.whl
pyodps-0.13.3-cp310-cp310-win32.whl CPython 3.10 CPython 3.10 Windows x86-32 Details for pyodps-0.13.3-cp310-cp310-win32.whl
pyodps-0.13.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details for pyodps-0.13.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
pyodps-0.13.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARM64 Details for pyodps-0.13.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
pyodps-0.13.3-cp310-cp310-macosx_11_0_arm64.whl CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details for pyodps-0.13.3-cp310-cp310-macosx_11_0_arm64.whl
pyodps-0.13.3-cp310-cp310-macosx_10_9_x86_64.whl CPython 3.10 CPython 3.10 macOS 10.9+ x86-64 Details for pyodps-0.13.3-cp310-cp310-macosx_10_9_x86_64.whl
pyodps-0.13.3-cp39-cp39-win_amd64.whl CPython 3.9 CPython 3.9 Windows x86-64 Details for pyodps-0.13.3-cp39-cp39-win_amd64.whl
pyodps-0.13.3-cp39-cp39-win32.whl CPython 3.9 CPython 3.9 Windows x86-32 Details for pyodps-0.13.3-cp39-cp39-win32.whl
pyodps-0.13.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-64 Details for pyodps-0.13.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
pyodps-0.13.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ ARM64 Details for pyodps-0.13.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
pyodps-0.13.3-cp39-cp39-macosx_11_0_arm64.whl CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details for pyodps-0.13.3-cp39-cp39-macosx_11_0_arm64.whl
pyodps-0.13.3-cp39-cp39-macosx_10_9_x86_64.whl CPython 3.9 CPython 3.9 macOS 10.9+ x86-64 Details for pyodps-0.13.3-cp39-cp39-macosx_10_9_x86_64.whl
pyodps-0.13.3-cp38-cp38-win_amd64.whl CPython 3.8 CPython 3.8 Windows x86-64 Details for pyodps-0.13.3-cp38-cp38-win_amd64.whl
pyodps-0.13.3-cp38-cp38-win32.whl CPython 3.8 CPython 3.8 Windows x86-32 Details for pyodps-0.13.3-cp38-cp38-win32.whl
pyodps-0.13.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.8 CPython 3.8 Linux glibc 2.17+ x86-64 Details for pyodps-0.13.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
pyodps-0.13.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.8 CPython 3.8 Linux glibc 2.17+ ARM64 Details for pyodps-0.13.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
pyodps-0.13.3-cp38-cp38-macosx_11_0_arm64.whl CPython 3.8 CPython 3.8 macOS 11.0+ ARM64 Details for pyodps-0.13.3-cp38-cp38-macosx_11_0_arm64.whl
pyodps-0.13.3-cp38-cp38-macosx_10_9_x86_64.whl CPython 3.8 CPython 3.8 macOS 10.9+ x86-64 Details for pyodps-0.13.3-cp38-cp38-macosx_10_9_x86_64.whl
pyodps-0.13.3-cp37-cp37m-win_amd64.whl CPython 3.7 CPython 3.7 pymalloc Windows x86-64 Details for pyodps-0.13.3-cp37-cp37m-win_amd64.whl
pyodps-0.13.3-cp37-cp37m-win32.whl CPython 3.7 CPython 3.7 pymalloc Windows x86-32 Details for pyodps-0.13.3-cp37-cp37m-win32.whl
pyodps-0.13.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64 Details for pyodps-0.13.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
pyodps-0.13.3-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ ARM64 Details for pyodps-0.13.3-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
pyodps-0.13.3-cp37-cp37m-macosx_10_9_x86_64.whl CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ x86-64 Details for pyodps-0.13.3-cp37-cp37m-macosx_10_9_x86_64.whl

Total release size: 234.0 MB

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