automatedai 0.5

Automated.ai Python Client Library

Automated.ai Client Package

Python Client Package to access automated.ai hosted algorithms. For more information, please see automated.ai

Building the python package:

python setup.py bdist_wheel
source py27
python setup.py bdist_wheel
python -m twine upload --repository-url https://upload.pypi.org/legacy/ dist/*

Install localally:

pip install dist/automatedai-0.1-py3-none-any.whl

Ways of using the client api:

endpoint
token = "my_secret_token"
Algo=automatedai.Algorithm(endpoint,token)

# Send None to invoke algorithm 
output = Algo.send(None)
print(output)

# Send a string to your algorithm
output = Algo.send("send a string")
print(output)

# Send a file 
output = Algo.send(bytearray(open("my_image.jpg", "rb").read()))
print(output)

# Send a JSON structure, returns the JSON structure 
output = Algo.send({"MyString":"JSON String"})
print(output)

# Send an dictionary (np arrays are converted to list)
output = Algo.send({"int":1,"float":1.2,"array":[1,2],"string":"Ddd","np":np.random.randint(0,255,(100,100,3),np.uint8),"List":[1,2,3,4]})
print(output)

# Send a list
output = Algo.send(["send", "elements", "in", "array"])
print(output)

# send a file link to download, returns the file bytes downloaded
output = Algo.send_url_to_download("https://file_link
print(output)