def create_post_more(name):
devices = get_data()
deviceSNID = request.forms.get('snid')
if name == 'phone':
devicePhone = request.forms.get('phone-number')
for value in devices.values():
if value['SNID'] == deviceSNID:
value['Phone Number'] == 'devicePhone'
write_data(devices)
redirect('/')
elif name == 'pc':
deviceIP = request.forms.get('ip_address')
deviceMAC = request.forms.get('mac_address')
deviceOS = request.forms.get('operating_system')
for value in devices.values():
if value['SNID'] == deviceSNID:
value['IP'] = deviceIP
value['MAC'] = deviceMAC
value['Operating System'] = deviceOS
write_data(devices)
redirect('/')
elif name == 'software':
deviceLicense = request.forms.get('license')
deviceExpiry = request.forms.get('expiry_date')
for value in devices.values():
if value['SNID'] == deviceSNID:
value['License'] = deviceLicense
value['Expiry Date'] = deviceExpiry
write_data(devices)
redirect('/')
else:
redirect('/')
def update_labs():
update_file()
labs = get_data()
collection.delete_many({})
collection.insert_many(labs)
return collection
def create_post():
deviceType = request.forms.get('type')
deviceSNID = request.forms.get('snid')
deviceModel = request.forms.get('model')
devicePurchaseDate = request.forms.get('purchase-date')
deviceCost = request.forms.get('cost')
deviceDependsOn = request.forms.get('depends-on')
deviceAssignedTo = request.forms.get('assigned-to')
devicePhysicalLocation = request.forms.get('physical-location')
deviceStatus = request.forms.get('status')
deviceName = deviceSNID
devices = get_data()
devices[deviceName] = {}
devices[deviceName]['Type'] = deviceType
devices[deviceName]['SNID'] = deviceSNID
devices[deviceName]['Model'] = deviceModel
devices[deviceName]['Purchase Date'] = devicePurchaseDate
devices[deviceName]['Cost'] = deviceCost
devices[deviceName]['Depends On'] = deviceDependsOn
devices[deviceName]['Assigned To'] = deviceAssignedTo
devices[deviceName]['Physical Location'] = devicePhysicalLocation
devices[deviceName]['Status'] = deviceStatus
write_data(devices)
if 'software' in deviceType.lower():
redirect('/create/software/' + deviceSNID)
elif 'desktop' in deviceType.lower():
redirect('/create/pc/' + deviceSNID)
elif 'laptop' in deviceType.lower():
redirect('/create/pc/' + deviceSNID)
elif 'phone' in deviceType.lower():
redirect('/create/phone/' + deviceSNID)
else:
redirect('/')
def create_get():
devices = get_data().keys()
staff = get_people()['staff']
teachers = get_people()['teachers']
students = get_people()['students']
locations = get_location()
dataFields = ['Router','Switch','Barrix','Software - Individual', 'Software - Subscription','Hub','Desktop Computer','Laptop','Projector','Speakers','Television - CRT', 'Television - LCD', 'Phone', 'DVD Player', 'VCR', 'Printer', 'Other']
return template('generate', dataFields=dataFields, devices=devices, staff=staff, teachers=teachers, students=students, locations=locations)
def peerread_to_df(load=False):
if load:
with open('{}/data/processed/df_data.csv'.format(path),
'r',
encoding='utf-8') as f:
papers = pd.read_csv(f, sep='\t', index_col=0)
else:
papers = processing.get_data(path)
with open('{}/data/processed/df_data.csv'.format(path),
'w',
encoding='utf-8') as f:
papers.to_csv(f, sep='\t')
return papers
]
validation_files = []
training_files = []
test_files = []
for i in range(len(filenames)):
if i == 3 or i == 6:
validation_files.append(filenames[i])
continue
if i == 9 or i == 12:
test_files.append(filenames[i])
continue
training_files.append(filenames[i])
training_data, labels = get_data(training_files)
validation_data, val_labels = get_data(validation_files)
test_data, test_labels = get_data(test_files)
labels.update(val_labels)
labels.update(test_labels)
partition = {
'train': training_data,
'validation': validation_data,
'test': test_data
}
#labels = {'180313_0_1' : 57.08444, '180313_0_2' :75.627174, '180313_0_0' : 73.48143 }
#labels = {'180313_0_1' : 1, '180313_0_2' :0, '180313_0_0' : 1 }
#[57.08444 , 75.627174, 73.48143]
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Sun Jan 28 21:44:15 2018
@author: hu
"""
from __future__ import print_function, division
from builtins import range
import numpy as np
import data_processing
from processing import get_data
X, Y, _, _ = get_data()
# randomly initialize weights
M = 5
D = X.shape[1]
K = len(set(Y))
W1 = np.random.randn(D, M)
b1 = np.zeros(M)
W2 = np.random.randn(M, K)
b2 = np.zeros(K)
# make predictions
def softmax(a):
expA = np.exp(a)
return expA / expA.sum(axis=1, keepdims=True)
def index():
data = get_data()
data = OrderedDict(sorted(data.items(), key=lambda t: t[0]))
return template('home',data=data)
def search_rest():
searched = request.query.search
whileLoop = 0
while whileLoop == 0:
name = request.query.name
if name == "":
name = False
snid = request.query.snid
if snid == "":
snid = False
deviceType = request.query.type
if deviceType == "":
deviceType = False
model = request.query.model
if model == "":
model = False
ip = request.query.ip
if ip == "":
ip = False
mac = request.query.mac
if mac == "":
mac = False
purchase_date = request.query.purchase_date
if purchase_date == "":
purchase_date = False
worth = request.query.worth
if worth == "":
worth = False
age = request.query.age
if age == "":
age = False
license = request.query.license
if license == "":
license = False
cost = request.query.cost
if cost == "":
cost = False
os = request.query.os
if os == "":
os = False
location = request.query.location
if location == "":
location = False
phone_type = request.query.phone_type
if phone_type == "":
phone_type = False
phone_no = request.query.phone_no
if phone_no == "":
phone_no = False
depend = request.query.depend
if depend == "":
depend = False
assign = request.query.assign
if assign == "":
assign = False
status = request.query.status
if status == "":
status = False
expiry_date = request.query.expiry_date
if expiry_date == "":
expiry_date = False
comments = request.query.comments
if comments == "":
comments = False
dictOut = {"Name": name, "SNID": snid, "Type": deviceType, "Model": model, "IP": ip, "MAC": mac, "Purchase Date": purchase_date, "Current Worth": worth, "Age": age, "License": license, "Cost": cost, "Operating System": os, "Physical Location": location, "Phone Type": phone_type, "Phone Number": phone_no, "Depends On": depend, "Assigned To": assign, "Status": status, "Expiry Date": expiry_date, "General Comments": comments}
results = match_results(dictOut, get_data())
whileLoop = 1
return template('search', results=results, data=get_data(), searched=searched)
