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)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| pyodps-0.13.3.tar.gz | 995.9 kB | Without provenance | Details for pyodps-0.13.3.tar.gz |
Built distributions (wheels)
Total release size: 234.0 MB
Release files / pyodps-0.13.3.tar.gz
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Release files / pyodps-0.13.3-cp314-cp314t-win_amd64.whl
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Release files / pyodps-0.13.3-cp314-cp314t-win32.whl
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Release files / pyodps-0.13.3-cp312-cp312-macosx_10_9_x86_64.whl
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Release files / pyodps-0.13.3-cp311-cp311-win_amd64.whl
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Release files / pyodps-0.13.3-cp311-cp311-win32.whl
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Release files / pyodps-0.13.3-cp311-cp311-macosx_10_9_x86_64.whl
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Release files / pyodps-0.13.3-cp310-cp310-win_amd64.whl
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Release files / pyodps-0.13.3-cp310-cp310-win32.whl
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Release files / pyodps-0.13.3-cp310-cp310-macosx_11_0_arm64.whl
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Release files / pyodps-0.13.3-cp310-cp310-macosx_10_9_x86_64.whl
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Release files / pyodps-0.13.3-cp39-cp39-win_amd64.whl
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Release files / pyodps-0.13.3-cp39-cp39-win32.whl
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Release files / pyodps-0.13.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Release files / pyodps-0.13.3-cp39-cp39-macosx_11_0_arm64.whl
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Release files / pyodps-0.13.3-cp39-cp39-macosx_10_9_x86_64.whl
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Release files / pyodps-0.13.3-cp38-cp38-win_amd64.whl
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Release files / pyodps-0.13.3-cp38-cp38-win32.whl
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Release files / pyodps-0.13.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / pyodps-0.13.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Release files / pyodps-0.13.3-cp38-cp38-macosx_11_0_arm64.whl
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Release files / pyodps-0.13.3-cp38-cp38-macosx_10_9_x86_64.whl
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Release files / pyodps-0.13.3-cp37-cp37m-win_amd64.whl
| Download URL | pyodps-0.13.3-cp37-cp37m-win_amd64.whl |
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twine/7.0.0 CPython/3.11.9
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Release files / pyodps-0.13.3-cp37-cp37m-win32.whl
| Download URL | pyodps-0.13.3-cp37-cp37m-win32.whl |
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Release files / pyodps-0.13.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.11.17
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Release files / pyodps-0.13.3-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pyodps-0.13.3-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 6.8 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/3.11.17
|
Release files / pyodps-0.13.3-cp37-cp37m-macosx_10_9_x86_64.whl
| Download URL | pyodps-0.13.3-cp37-cp37m-macosx_10_9_x86_64.whl |
|---|---|
| Size | 2.9 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/7.0.0 CPython/3.11.9
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Security for pyodps 0.13.3
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