def __init__(self, isDev=False):
op = log().start("Initializing model and index")
if isDev:
self.intentModel = modelFactory.getModelWithAbbrQRAndSpeller_smdata_smmodel(
)
else:
self.intentModel = modelFactory.getBaselineModel()
op.end("Done")
self.aladdin = AladdinSearch()
self.diag = {"modelid": self.intentModel.id}
if isDev:
self.diag["isDev"] = True
def compareAzureResourceRecognizerModelVsBaseLine():
compare(testset_queries,
modelFactory.getModelWithAzureResourceRecognizer(),
modelFactory.getBaselineModel())
def compareSmVsLgModels():
compare(testset_queries, modelFactory.getBaselineModel_sm(),
modelFactory.getBaselineModel())
from flask import Flask, jsonify
app = Flask(__name__)
print("initializing")
import modelFactory
from modelBase import Suggestion
cliModel = modelFactory.getBaselineModel()
@app.route('/')
def hello_world():
return 'Welcome to smart cloud shell! Please help with testing/labeling at https://bizqnabootcamp.azurewebsites.net/'
@app.route('/cli/<string:query>')
def cliWithCmd(query):
result = cliModel.getLegacyResult(query)
return jsonify(result)
@app.route('/cli/help/<string:query>')
def cliWithHelp(query):
result = cliModel.getLegacyResult(query)
return jsonify(result)
print("localhost:5000 is serving")
def compareAbbrModelVsBaseLine():
compare(testset_queries, modelFactory.getModelWithAbbrQrVectorAssigned(),
modelFactory.getBaselineModel())
