/afs

SDK for EI-PAAS AFS(Analytics Framework Service) to analytics developer.

Primary LanguagePython

AFS SDK

安裝

pip install

version 1.2.1

$ pip install https://github.com/benchuang11046/afs/archive/1.2.1.zip

version 1.1.3

$ pip install https://github.com/benchuang11046/afs/archive/1.1.3.zip

From sources

To build the library run :

$ python setup.py install

支援python版本

python-3.X

1.2.0版本新增

config_handler:提供開發者用於node-red串接資料SDK。使用範例連結。

models usage

上傳model

def upload_model(model_name, accuracy, loss, tags={}, extra_evaluation={}):
        """
        Upload model_name to model repository.If model_name is not exists in the repository, this function will create one.
         :rtype: None
         :param model_name:  (required) string, model path or name
         :param accuracy: (required) float, model accuracy value
         :param loss: (required) float, model loss value
         :param tags: (optional) dict, tag from model
         :param extra_evaluation: (optional) dict, other evaluation from model
         """

Eamples

upload models function (On AFS developer)

from afs import models
with open('model.h5', 'w') as f:
    f.write('dummy model')
afs_models = models()
afs_models.upload_model('model.h5', accuracy=0.4, loss=0.3, tags=dict(machine='machine01'))
# 執行成功不回傳，執行失敗將raise原因

upload models function (Local developer)

from afs import models
with open('model.h5', 'w') as f:
    f.write('dummy model')
client = models(afs_url, instance_id, auth_code )
client.upload_model('model.h5', accuracy=0.4, loss=0.3, tags=dict(machine='machine01'))
# 執行成功不回傳，執行失敗將raise原因