library
/
smart-top
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity

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

Browse Source
community
Steve L. Nyemba 8 years ago
parent 75f948bf97
commit a8b32ec459
1 changed files with 209 additions and 194 deletions
Show Stats Download Patch File Download Diff File

403
src/api/index.py
Unescape View File

@ -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__':

Write Preview
Loading…
Cancel
Save