[AutoPR cognitiveservices/data-plane/CustomVision/Training/cognitiveservices/data-plane/CustomVision/Prediction] Customvision v2.2

azure-cognitiveservices-vision-customvision/HISTORY.rst

@@ -3,6 +3,14 @@
 Release History
 ===============
 
+0.4.0 (2018-11-13)
+++++++++++++++++++
+
+- The API client name was changed from TrainingAPI to CustomVisionTrainingClient, in keeping with other Azure SDKs.
+- The way the Azure region is specfied has changed.  Specifically, the AzureRegion property was dropped in favor of an Endpoint property. If you were previously specifying an AzureRegion value, you should now specify Endpoint='https://{AzureRegion}.api.cognitive.microsoft.com' instead. This change ensures better global coverage.
+- Added ONNX 1.2 as an export option
+- Added negative tag support.
+
 0.3.0 (2018-07-12)
 ++++++++++++++++++
 

azure-cognitiveservices-vision-customvision/MANIFEST.in

@@ -1 +1,5 @@
 include *.rst
+include azure/__init__.py
+include azure/cognitiveservices/__init__.py
+include azure/cognitiveservices/vision/__init__.py
+

azure-cognitiveservices-vision-customvision/azure/cognitiveservices/vision/customvision/prediction/__init__.py

@@ -9,10 +9,10 @@
 # regenerated.
 # --------------------------------------------------------------------------
 
-from .prediction_endpoint import PredictionEndpoint
+from .custom_vision_prediction_client import CustomVisionPredictionClient
 from .version import VERSION
 
-__all__ = ['PredictionEndpoint']
+__all__ = ['CustomVisionPredictionClient']
 
 __version__ = VERSION
 

azure-cognitiveservices-vision-customvision/azure/cognitiveservices/vision/customvision/prediction/prediction_endpoint.py → azure-cognitiveservices-vision-customvision/azure/cognitiveservices/vision/customvision/prediction/custom_vision_prediction_client.py

@@ -17,47 +17,51 @@
 from . import models
 
 
-class PredictionEndpointConfiguration(Configuration):
-    """Configuration for PredictionEndpoint
+class CustomVisionPredictionClientConfiguration(Configuration):
+    """Configuration for CustomVisionPredictionClient
     Note that all parameters used to create this instance are saved as instance
     attributes.
 
     :param api_key:
     :type api_key: str
-    :param str base_url: Service URL
+    :param endpoint: Supported Cognitive Services endpoints
+    :type endpoint: str
     """
 
     def __init__(
-            self, api_key, base_url=None):
+            self, api_key, endpoint):
 
         if api_key is None:
             raise ValueError("Parameter 'api_key' must not be None.")
-        if not base_url:
-            base_url = 'https://southcentralus.api.cognitive.microsoft.com/customvision/v2.0/Prediction'
+        if endpoint is None:
+            raise ValueError("Parameter 'endpoint' must not be None.")
+        base_url = '{Endpoint}/customvision/v2.0/Prediction'
 
-        super(PredictionEndpointConfiguration, self).__init__(base_url)
+        super(CustomVisionPredictionClientConfiguration, self).__init__(base_url)
 
         self.add_user_agent('azure-cognitiveservices-vision-customvision/{}'.format(VERSION))
 
         self.api_key = api_key
+        self.endpoint = endpoint
 
 
-class PredictionEndpoint(SDKClient):
-    """PredictionEndpoint
+class CustomVisionPredictionClient(SDKClient):
+    """CustomVisionPredictionClient
 
     :ivar config: Configuration for client.
-    :vartype config: PredictionEndpointConfiguration
+    :vartype config: CustomVisionPredictionClientConfiguration
 
     :param api_key:
     :type api_key: str
-    :param str base_url: Service URL
+    :param endpoint: Supported Cognitive Services endpoints
+    :type endpoint: str
     """
 
     def __init__(
-            self, api_key, base_url=None):
+            self, api_key, endpoint):
 
-        self.config = PredictionEndpointConfiguration(api_key, base_url)
-        super(PredictionEndpoint, self).__init__(None, self.config)
+        self.config = CustomVisionPredictionClientConfiguration(api_key, endpoint)
+        super(CustomVisionPredictionClient, self).__init__(None, self.config)
 
         client_models = {k: v for k, v in models.__dict__.items() if isinstance(v, type)}
         self.api_version = '2.0'
@@ -97,6 +101,7 @@ def predict_image_url(
         # Construct URL
         url = self.predict_image_url.metadata['url']
         path_format_arguments = {
+            'Endpoint': self._serialize.url("self.config.endpoint", self.config.endpoint, 'str', skip_quote=True),
             'projectId': self._serialize.url("project_id", project_id, 'str')
         }
         url = self._client.format_url(url, **path_format_arguments)
@@ -110,6 +115,7 @@ def predict_image_url(
 
         # Construct headers
         header_parameters = {}
+        header_parameters['Accept'] = 'application/json'
         header_parameters['Content-Type'] = 'application/json; charset=utf-8'
         if custom_headers:
             header_parameters.update(custom_headers)
@@ -119,9 +125,8 @@ def predict_image_url(
         body_content = self._serialize.body(image_url, 'ImageUrl')
 
         # Construct and send request
-        request = self._client.post(url, query_parameters)
-        response = self._client.send(
-            request, header_parameters, body_content, stream=False, **operation_config)
+        request = self._client.post(url, query_parameters, header_parameters, body_content)
+        response = self._client.send(request, stream=False, **operation_config)
 
         if response.status_code not in [200]:
             raise HttpOperationError(self._deserialize, response)
@@ -168,6 +173,7 @@ def predict_image(
         # Construct URL
         url = self.predict_image.metadata['url']
         path_format_arguments = {
+            'Endpoint': self._serialize.url("self.config.endpoint", self.config.endpoint, 'str', skip_quote=True),
             'projectId': self._serialize.url("project_id", project_id, 'str')
         }
         url = self._client.format_url(url, **path_format_arguments)
@@ -181,6 +187,7 @@ def predict_image(
 
         # Construct headers
         header_parameters = {}
+        header_parameters['Accept'] = 'application/json'
         header_parameters['Content-Type'] = 'multipart/form-data'
         if custom_headers:
             header_parameters.update(custom_headers)
@@ -192,9 +199,8 @@ def predict_image(
         }
 
         # Construct and send request
-        request = self._client.post(url, query_parameters)
-        response = self._client.send_formdata(
-            request, header_parameters, form_data_content, stream=False, **operation_config)
+        request = self._client.post(url, query_parameters, header_parameters, form_content=form_data_content)
+        response = self._client.send(request, stream=False, **operation_config)
 
         if response.status_code not in [200]:
             raise HttpOperationError(self._deserialize, response)
@@ -243,6 +249,7 @@ def predict_image_url_with_no_store(
         # Construct URL
         url = self.predict_image_url_with_no_store.metadata['url']
         path_format_arguments = {
+            'Endpoint': self._serialize.url("self.config.endpoint", self.config.endpoint, 'str', skip_quote=True),
             'projectId': self._serialize.url("project_id", project_id, 'str')
         }
         url = self._client.format_url(url, **path_format_arguments)
@@ -256,6 +263,7 @@ def predict_image_url_with_no_store(
 
         # Construct headers
         header_parameters = {}
+        header_parameters['Accept'] = 'application/json'
         header_parameters['Content-Type'] = 'application/json; charset=utf-8'
         if custom_headers:
             header_parameters.update(custom_headers)
@@ -265,9 +273,8 @@ def predict_image_url_with_no_store(
         body_content = self._serialize.body(image_url, 'ImageUrl')
 
         # Construct and send request
-        request = self._client.post(url, query_parameters)
-        response = self._client.send(
-            request, header_parameters, body_content, stream=False, **operation_config)
+        request = self._client.post(url, query_parameters, header_parameters, body_content)
+        response = self._client.send(request, stream=False, **operation_config)
 
         if response.status_code not in [200]:
             raise HttpOperationError(self._deserialize, response)
@@ -314,6 +321,7 @@ def predict_image_with_no_store(
         # Construct URL
         url = self.predict_image_with_no_store.metadata['url']
         path_format_arguments = {
+            'Endpoint': self._serialize.url("self.config.endpoint", self.config.endpoint, 'str', skip_quote=True),
             'projectId': self._serialize.url("project_id", project_id, 'str')
         }
         url = self._client.format_url(url, **path_format_arguments)
@@ -327,6 +335,7 @@ def predict_image_with_no_store(
 
         # Construct headers
         header_parameters = {}
+        header_parameters['Accept'] = 'application/json'
         header_parameters['Content-Type'] = 'multipart/form-data'
         if custom_headers:
             header_parameters.update(custom_headers)
@@ -338,9 +347,8 @@ def predict_image_with_no_store(
         }
 
         # Construct and send request
-        request = self._client.post(url, query_parameters)
-        response = self._client.send_formdata(
-            request, header_parameters, form_data_content, stream=False, **operation_config)
+        request = self._client.post(url, query_parameters, header_parameters, form_content=form_data_content)
+        response = self._client.send(request, stream=False, **operation_config)
 
         if response.status_code not in [200]:
             raise HttpOperationError(self._deserialize, response)

azure-cognitiveservices-vision-customvision/azure/cognitiveservices/vision/customvision/training/__init__.py

@@ -9,10 +9,10 @@
 # regenerated.
 # --------------------------------------------------------------------------
 
-from .training_api import TrainingApi
+from .custom_vision_training_client import CustomVisionTrainingClient
 from .version import VERSION
 
-__all__ = ['TrainingApi']
+__all__ = ['CustomVisionTrainingClient']
 
 __version__ = VERSION