Metadata-Version: 2.1
Name: platform-ai
Version: 0.0.1
Summary: Prediction API client for Python
Home-page: https://github.com/pypa/sampleproject
Author: Arshak Navruzyan
Author-email: arshak@platform.ai
License: UNKNOWN
Description: # prediction-api
        
        - App will receive an HTTP POST call in this format
        
        ```
        curl -X POST
            -H 'Authorization: Key API_KEY'
            -H "Content-Type: application/json"
            -d '
            {
              "inputs": [
                {
                  "data": {
                    "image": {
                      "url": "https://lh3.googleusercontent.com/GNE-0Vga-Uffz1i9oxP0ueYYvPW8qG_z7_IlQX3yCqPNILam2Z-rlkYzjoRGkPp74XeEkVb96r1-N1-yRKGhvkFQK5uI=s256"
                    }
                  }
                }
              ]
            }'
            https://prediction-api-dot-platform-ai-dev.appspot.com/v1/project?id=ahFzfnBsYXRmb3JtLWFpLWRldnJTCxIEVXNlciIcMGFXdExZREhlU1puZ3F1SUxpYXUzQ0NFQ1FFMgwLEgdQcm9qZWN0IiA2MmEwMjYyYjNiYTI0NDA4OGNlYTgyYjg0MTQ1MDg3Mww
        ```
        - Since this is a multi-tenant application and we cannot redploy it (or use the same key for multi customers), in order to turn on a new tenant, API keys need to be managed in Google Data Store. Project type in Datastore has a reference to valid API keys that can access it for prediction.
        - Import model_utilities from platform-ai package (TBD)
        
            `model = get_model(project_id)`  
            `model.predict_from_url(URL) returns prediction json`
            
        - cache the model in memorystore for future requests, backend will invalidate this cache if/when the model is retrained
        
        ### Error codes
        
        - Bad URL / not accessible
        - project_id invalid
        - rate limit exceeded
        - no trained model is available
        - backend error / something blew up
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
