Python SDK for Metaloop platform
Metaloop Python SDK is a python library to access Metaloop and manage your datasets. It provides:
- A pythonic way to access your Metaloop resources by Metaloop OpenAPI api.
Installation
pip install metaloop-python-sdk
Documentation
More information can be found on the examples
Usage
生成API Token
在登录平台后，点击页面右上角的用户名，在个人信息页面中，即可获取本用户的API Token
正式环境将http://192.168.100.71:30301 替换为 http://data.deepglint.com
操作数据集
import time
from metaloop.client import MDS
if __name__ == '__main__':
# use MDS("0c02ca70e142b75a75ca4118ce33dbb0", "http://192.168.100.71:30301") when connecting test-server
mds_client = MDS("0c02ca70e142b75a75ca4118ce33dbb0")
date_time = time.strftime("%Y%m%d%H%M%S", time.localtime())
dataset_name = f"test_dataset_{date_time}"
# create new dataset
dataset = mds_client.create_dataset(
dataset_name,
"image",
["screw"],
comment="this is a test dataset for mds"
)
# print dataset info
dataset.summary()
# get existed dataset
dataset = mds_client.get_dataset(dataset_name)
dataset.summary()
# create version
dataset.create_version(comment="this is a test version for mds")
dataset.summary()
# switch version
dataset.checkout(0)
dataset.summary()
# import local data to dataset
dataset.import_data("import_test/sample_test")
# accelerated when running on tencent cloud
dataset.import_data("import_test/sample_test", storage_type='cos')
# export data to local filesystem
dataset.export_data("export_test")
# delete version
dataset.delete_version(0)
dataset.summary()
# iter objects
for item in dataset:
print(item)
response = requests.get(item['obj_url'])
image = Image.open(BytesIO(response.content)).convert("RGB")
image.show()
# delete dataset
mds_client.delete_dataset(dataset_name)
dataset.summary()
Development
- CI pipeline
1 maintainer
Release files for metaloop-python-sdk 1.25.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| metaloop-python-sdk-1.25.0.tar.gz | 38.5 kB | Details |
Release files / metaloop-python-sdk-1.25.0.tar.gz
| Download URL | metaloop-python-sdk-1.25.0.tar.gz |
|---|---|
| Size | 38.5 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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