documentation-samples/authoring-api-samples/python/3.x/add-utterances-3-6.py [7:102]: - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - LUIS_authoringKey = "YOUR-AUTHORING-KEY" # ID of your LUIS app to which you want to add an utterance LUIS_APP_ID = "YOUR-APP-ID" # The version number of your LUIS app LUIS_APP_VERSION = "0.1" # Update the host if your LUIS subscription is not in the West US region LUIS_HOST = "westus.api.cognitive.microsoft.com" # uploadFile is the file containing JSON for utterance(s) to add to the LUIS app. # The contents of the file must be in this format described at: https://aka.ms/add-utterance-json-format UTTERANCE_FILE = "./utterances.json" RESULTS_FILE = "./utterances.results.json" # LUIS client class for adding and training utterances class LUISClient: # endpoint method names TRAIN = "train" EXAMPLES = "examples" # HTTP verbs GET = "GET" POST = "POST" # Encoding UTF8 = "UTF8" # path template for LUIS endpoint URIs PATH = "/luis/api/v2.0/apps/{app_id}/versions/{app_version}/" # default HTTP status information for when we haven't yet done a request http_status = 200 reason = "" result = "" def __init__(self, host, app_id, app_version, key): self.key = key self.host = host self.path = self.PATH.format(app_id=app_id, app_version=app_version) def call(self, luis_endpoint, method, data=""): path = self.path + luis_endpoint headers = {'Ocp-Apim-Subscription-Key': self.key} conn = http.client.HTTPSConnection(self.host) conn.request(method, path, data.encode(self.UTF8) or None, headers) response = conn.getresponse() self.result = json.dumps(json.loads(response.read().decode(self.UTF8)), indent=2) self.http_status = response.status self.reason = response.reason print(self.result) return self def add_utterances(self, filename=UTTERANCE_FILE): with open(filename, encoding=self.UTF8) as utterance: data = utterance.read() return self.call(self.EXAMPLES, self.POST, data) def train(self): return self.call(self.TRAIN, self.POST) def status(self): return self.call(self.TRAIN, self.GET) def print(self): if self.result: print(self.result) return self def raise_for_status(self): if 200 <= self.http_status < 300: return self raise http.client.HTTPException("{} {}".format( self.http_status, self.reason)) if __name__ == "__main__": luis = LUISClient(LUIS_HOST, LUIS_APP_ID, LUIS_APP_VERSION, LUIS_authoringKey) try: print("Adding utterance(s).") luis.add_utterances().raise_for_status() print("Requesting training.") luis.train().raise_for_status() print("Requesting training status.") luis.status().raise_for_status() except Exception as ex: luis.print() # JSON response may have more details print("{0.__name__}: {1}".format(type(ex), ex)) - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - documentation-samples/quickstarts/change-model/python/3.x/add-utterances-3-6.py [7:102]: - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - LUIS_authoringKey = "YOUR-AUTHORING-KEY" # ID of your LUIS app to which you want to add an utterance LUIS_APP_ID = "YOUR-APP-ID" # The version number of your LUIS app LUIS_APP_VERSION = "0.1" # Update the host if your LUIS subscription is not in the West US region LUIS_HOST = "westus.api.cognitive.microsoft.com" # uploadFile is the file containing JSON for utterance(s) to add to the LUIS app. # The contents of the file must be in this format described at: https://aka.ms/add-utterance-json-format UTTERANCE_FILE = "./utterances.json" RESULTS_FILE = "./utterances.results.json" # LUIS client class for adding and training utterances class LUISClient: # endpoint method names TRAIN = "train" EXAMPLES = "examples" # HTTP verbs GET = "GET" POST = "POST" # Encoding UTF8 = "UTF8" # path template for LUIS endpoint URIs PATH = "/luis/api/v2.0/apps/{app_id}/versions/{app_version}/" # default HTTP status information for when we haven't yet done a request http_status = 200 reason = "" result = "" def __init__(self, host, app_id, app_version, key): self.key = key self.host = host self.path = self.PATH.format(app_id=app_id, app_version=app_version) def call(self, luis_endpoint, method, data=""): path = self.path + luis_endpoint headers = {'Ocp-Apim-Subscription-Key': self.key} conn = http.client.HTTPSConnection(self.host) conn.request(method, path, data.encode(self.UTF8) or None, headers) response = conn.getresponse() self.result = json.dumps(json.loads(response.read().decode(self.UTF8)), indent=2) self.http_status = response.status self.reason = response.reason print(self.result) return self def add_utterances(self, filename=UTTERANCE_FILE): with open(filename, encoding=self.UTF8) as utterance: data = utterance.read() return self.call(self.EXAMPLES, self.POST, data) def train(self): return self.call(self.TRAIN, self.POST) def status(self): return self.call(self.TRAIN, self.GET) def print(self): if self.result: print(self.result) return self def raise_for_status(self): if 200 <= self.http_status < 300: return self raise http.client.HTTPException("{} {}".format( self.http_status, self.reason)) if __name__ == "__main__": luis = LUISClient(LUIS_HOST, LUIS_APP_ID, LUIS_APP_VERSION, LUIS_authoringKey) try: print("Adding utterance(s).") luis.add_utterances().raise_for_status() print("Requesting training.") luis.train().raise_for_status() print("Requesting training status.") luis.status().raise_for_status() except Exception as ex: luis.print() # JSON response may have more details print("{0.__name__}: {1}".format(type(ex), ex)) - 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