Refactored, deprecated old API and assigned / to load default page

src/api/index.py

@@ -48,6 +48,21 @@ class_write= CONFIG['store']['class']['write']
 factory = DataSourceFactory()
 # gReader = factory.instance(type=class_read,args=p)
 
+@app.route('/')
+def dashboard():
+	context = PARAMS['context']
+	if 'title' in PARAMS :
+		title = PARAMS['title']
+	else:
+		title = 'Dashboard'
+	apps = []
+	try:
+		gReader = factory.instance(type=class_read,args=p)
+		apps = gReader.view('summary/app_names',key=p['uid'])
+	except Exception, e:
+		print (e)
+	return render_template('dashboard.html',context=context,title=title,app_names=apps)
+
 @app.route('/1/get/nodes')
 def get_apps():
     """
@@ -159,50 +174,50 @@ def app_status() :
 	except Exception,e:
 		print e
 	return r	
-@app.route('/get/<id>')
-def procs(id):
-	try:
-		gReader = factory.instance(type=class_read,args=p)
-		data =  gReader.read()
-		ahandler = AnalyzeAnomaly()
-		learn = {}
-		if 'learn' in data :
-			for row in data['learn'] :
-				label = row['label']
-				learn[label] = row
-		r = {}
-		for label in data :
-			if label not in ['learn','folders'] :
-				index = len(data[label]) - 1
-				row = data[label][index]
-				r[label] = row
-				#
-				# Let us determine if this is a normal operation or not
-				# We will update the status of the information ...
-				#
-
-				for row in r[label] :
-					index = r[label].index(row)
-					if row['label'] in learn:
-						id = row['label']
-						px = ahandler.predict([row],learn[id])
-						if px :
-
-							# row['anomaly'] = px[1]==1
-							print ""
-							print label,' *** ',index
-							row = dict(row,**px)
-							r[label][index] =row
-							#
-							# @TODO:
-							# Compile a report here that will be sent to the mailing list
-							#
-
-	except Exception, e:
-		print e
-		r = []
-
-	return json.dumps(r)
+#@app.route('/get/<id>')
+#def procs(id):
+	#try:
+		#gReader = factory.instance(type=class_read,args=p)
+		#data =  gReader.read()
+		#ahandler = AnalyzeAnomaly()
+		#learn = {}
+		#if 'learn' in data :
+			#for row in data['learn'] :
+				#label = row['label']
+				#learn[label] = row
+		#r = {}
+		#for label in data :
+			#if label not in ['learn','folders'] :
+				#index = len(data[label]) - 1
+				#row = data[label][index]
+				#r[label] = row
+				##
+				## Let us determine if this is a normal operation or not
+				## We will update the status of the information ...
+				##
+
+				#for row in r[label] :
+					#index = r[label].index(row)
+					#if row['label'] in learn:
+						#id = row['label']
+						#px = ahandler.predict([row],learn[id])
+						#if px :
+
+							## row['anomaly'] = px[1]==1
+							#print ""
+							#print label,' *** ',index
+							#row = dict(row,**px)
+							#r[label][index] =row
+							##
+							## @TODO:
+							## Compile a report here that will be sent to the mailing list
+							##
+
+	#except Exception, e:
+		#print e
+		#r = []
+
+	#return json.dumps(r)
 
 """
 	This function/endpoint will assess n-virtual environments and return the results
@@ -232,36 +247,36 @@ def sandbox():
 
 
 	return json.dumps(r)
-@app.route('/trends')
-def trends ():
-	id = request.args.get('id')
-	app = request.args.get('app').strip()
-	p = CONFIG['store']['args']
-	class_read = CONFIG['store']['class']['read']
-
-
-	gReader = factory.instance(type=class_read,args=p)
-	r = gReader.read()
-	if id in r:
-		r = r[id] #--matrix
-		series = []
-
-		for row in r:
-
-			series += [item for item in row if str(item['label'])== app]
-		if len(series) > 12 :
-			beg = len(series) - 8
-			series = series[beg:]
-		return json.dumps(series)
-	else:
-		return "[]"
-@app.route('/download',methods=['POST'])
-def requirements():
-	stream = request.form['missing']
-	print stream
-	stream = "\n".join(json.loads(stream))
-	headers = {"content-disposition":"attachment; filename=requirements.txt"}
-	return Response(stream,mimetype='text/plain',headers=headers)
+#@app.route('/trends')
+#def trends ():
+	#id = request.args.get('id')
+	#app = request.args.get('app').strip()
+	#p = CONFIG['store']['args']
+	#class_read = CONFIG['store']['class']['read']
+
+
+	#gReader = factory.instance(type=class_read,args=p)
+	#r = gReader.read()
+	#if id in r:
+		#r = r[id] #--matrix
+		#series = []
+
+		#for row in r:
+
+			#series += [item for item in row if str(item['label'])== app]
+		#if len(series) > 12 :
+			#beg = len(series) - 8
+			#series = series[beg:]
+		#return json.dumps(series)
+	#else:
+		#return "[]"
+#@app.route('/download',methods=['POST'])
+#def requirements():
+	#stream = request.form['missing']
+	#print stream
+	#stream = "\n".join(json.loads(stream))
+	#headers = {"content-disposition":"attachment; filename=requirements.txt"}
+	#return Response(stream,mimetype='text/plain',headers=headers)
 
 @app.route('/dashboard')
 def dashboard():
@@ -297,132 +312,132 @@ def user():
 	return render_template('user.html',context=context,title=title)
 
 
-"""
-	This function is designed to trigger learning for anomaly detection
-	@TODO: forward this to a socket i.e non-blocking socket
-"""
-
-@app.route('/anomalies/get')
-def learn():
-	global CONFIG
-	p = CONFIG['store']['args']
-	class_read = CONFIG['store']['class']['read']
-	gReader = factory.instance(type=class_read,args=p)
-	d =  gReader.read()
-
-	if 'learn' in d :
-		info = d['learn']
-
-		del d['learn']
-	else :
-		info = []
-	r = []
-	if 'id' in request.args:
-		id = request.args['id']
-		d = d[id]
-		params = {}
-		for item in info:
-
-			label = item['label']
-			params[label] = item
-
-		#apps = list(set(ML.Extract(['label'],d)))
-		r = []
-		if params :
-			#
-			# If we have parameters available
-			p = AnomalyDetection()
-			apps = params.keys()
-			for name in apps :
-				if name not in params:
-					continue
-				_info	= params[name]
-				try:
-					xo 	= ML.Filter('label',name,d)
-				except Exception,e:
-					xo = []
-					#print name,e
-				if len(xo) == 0:
-					continue
-				xo 	= [xo[ len(xo) -1]]
-
-				value	= p.predict(xo,_info)[0]
-
-				if len(value):
-					report = dict(_info,**{'predicton':value})
-					r.append(report)
-
-
-
-			#print app,value
-			#if value is not None:
-			#	r.append(value)
-
-	return json.dumps(r)
+#"""
+	#This function is designed to trigger learning for anomaly detection
+	#@TODO: forward this to a socket i.e non-blocking socket
+#"""
+
+#@app.route('/anomalies/get')
+#def learn():
+	#global CONFIG
+	#p = CONFIG['store']['args']
+	#class_read = CONFIG['store']['class']['read']
+	#gReader = factory.instance(type=class_read,args=p)
+	#d =  gReader.read()
+
+	#if 'learn' in d :
+		#info = d['learn']
+
+		#del d['learn']
+	#else :
+		#info = []
+	#r = []
+	#if 'id' in request.args:
+		#id = request.args['id']
+		#d = d[id]
+		#params = {}
+		#for item in info:
+
+			#label = item['label']
+			#params[label] = item
+
+		##apps = list(set(ML.Extract(['label'],d)))
+		#r = []
+		#if params :
+			##
+			## If we have parameters available
+			#p = AnomalyDetection()
+			#apps = params.keys()
+			#for name in apps :
+				#if name not in params:
+					#continue
+				#_info	= params[name]
+				#try:
+					#xo 	= ML.Filter('label',name,d)
+				#except Exception,e:
+					#xo = []
+					##print name,e
+				#if len(xo) == 0:
+					#continue
+				#xo 	= [xo[ len(xo) -1]]
+
+				#value	= p.predict(xo,_info)[0]
+
+				#if len(value):
+					#report = dict(_info,**{'predicton':value})
+					#r.append(report)
+
+
+
+			##print app,value
+			##if value is not None:
+			##	r.append(value)
+
+	#return json.dumps(r)
 
 
 """
 	This function returns anomalies for a given context or group of processes
 	The information returned is around precision/recall and f-score and parameters
 """
-@app.route('/anomalies/status')
-def anomalies_status():
-	global CONFIG
-	p = CONFIG['store']['args']
-	class_read = CONFIG['store']['class']['read']
-	gReader = factory.instance(type=class_read,args=p)
-	d =  gReader.read()
-	if 'learn' in d :
-		info = d['learn']
-
-		del d['learn']
-	else :
-		info = []
-	print info
-	r = []
-	if 'id' in request.args:
-		id = request.args['id']
-		r = info
-	return json.dumps(r)
-@app.route('/folders')
-def get_folders():
-	global CONFIG
-	p = CONFIG['store']['args']
-	class_read = CONFIG['store']['class']['read']
-	gReader = factory.instance(type=class_read,args=p)
-	d =  gReader.read()
-	if 'folders' in d:
-		d = d['folders']
-		hosts = set([row[0]['id'] for row in d])
-		m = {}
-		for id in hosts:
-			for row in d:
-				if id == row[0]['id'] :
-					m[id] = row
-		d = m.values()
-		for row in d:
-			print row[0]['id']
-		# index = len(d) - 1
-		# d = d[index]
-
-
-		# m = {}
-		# for row in d :
-
-		# 	key = row.keys()[0]
-
-		# 	row = row[key]
-		# 	if key not in m:
-		# 		r.append(row)
-		# 		m[key] = len(r) -1
-		# 	else:
-		# 		index = m[key]
-		# 		r[index] = row
-		# d = r
-	else:
-		d = []
-
-	return json.dumps(d)
+#@app.route('/anomalies/status')
+#def anomalies_status():
+	#global CONFIG
+	#p = CONFIG['store']['args']
+	#class_read = CONFIG['store']['class']['read']
+	#gReader = factory.instance(type=class_read,args=p)
+	#d =  gReader.read()
+	#if 'learn' in d :
+		#info = d['learn']
+
+		#del d['learn']
+	#else :
+		#info = []
+	#print info
+	#r = []
+	#if 'id' in request.args:
+		#id = request.args['id']
+		#r = info
+	#return json.dumps(r)
+#@app.route('/folders')
+#def get_folders():
+	#global CONFIG
+	#p = CONFIG['store']['args']
+	#class_read = CONFIG['store']['class']['read']
+	#gReader = factory.instance(type=class_read,args=p)
+	#d =  gReader.read()
+	#if 'folders' in d:
+		#d = d['folders']
+		#hosts = set([row[0]['id'] for row in d])
+		#m = {}
+		#for id in hosts:
+			#for row in d:
+				#if id == row[0]['id'] :
+					#m[id] = row
+		#d = m.values()
+		#for row in d:
+			#print row[0]['id']
+		## index = len(d) - 1
+		## d = d[index]
+
+
+		## m = {}
+		## for row in d :
+
+		## 	key = row.keys()[0]
+
+		## 	row = row[key]
+		## 	if key not in m:
+		## 		r.append(row)
+		## 		m[key] = len(r) -1
+		## 	else:
+		## 		index = m[key]
+		## 		r[index] = row
+		## d = r
+	#else:
+		#d = []
+
+	#return json.dumps(d)
 
 if __name__== '__main__':