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moai.py
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moai.py
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#!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
DEVELOPMENT NOTES
-----------------
* Ideally use pyenv to ensure to not break your Python installion https://github.com/pyenv/pyenv#homebrew-on-mac-os-x
* Python v2 is supported - v3 not yet
* Install the missing libraries as defined in provision.sh
"""
import base64
import collections
import datetime
import gzip
import hashlib
import hmac
import pygeoip
import re
import requests
import smtplib
from email.mime.multipart import MIMEMultipart
from email.mime.text import MIMEText
import sys
import time
from urllib import quote
import yaml
# fun hack to order yaml by key
# @todo - master plan is to move from yaml to mongodb
_mapping_tag = yaml.resolver.BaseResolver.DEFAULT_MAPPING_TAG
def dict_representer(dumper, data):
return dumper.represent_dict(data.iteritems())
def dict_constructor(loader, node):
return collections.OrderedDict(loader.construct_pairs(node))
yaml.add_representer(collections.OrderedDict, dict_representer)
yaml.add_constructor(_mapping_tag, dict_constructor)
# define globals
todays_date = int(time.strftime("%Y%m%d"))
# get our data
with open('data.yml', 'r') as stream:
try:
data = yaml.load(stream)
except yaml.YAMLError as exception:
print('There was a problem loading the yml file...')
print(exception)
if '--skip-changes' not in sys.argv[1:]:
# download the most recent GeoIPISP.dat file
url = 'http://download.maxmind.com/download/geoip/database/asnum/GeoIPASNum.dat.gz'
response = requests.get(url)
if response.status_code == 200:
with open('provision/GeoIPASNum.dat.gz', 'wb') as f:
f.write(response.content)
f.close()
inF = gzip.GzipFile('provision/GeoIPASNum.dat.gz', 'rb')
s = inF.read()
inF.close()
outF = file('provision/GeoIPASNum.dat', 'wb')
outF.write(s)
outF.close()
geoip = pygeoip.GeoIP('provision/GeoIPASNum.dat')
# find regulatory code changes
print('\nLOOKING FOR CODE CHANGES')
for indication in data:
# what indication?
print('\n' + indication + '\n==============================').upper()
for website in data[indication]:
# what website?
print('\n' + website + '\n------------------------------').upper()
##########
# OUTPUT #
##########
##########
##########
print('[[OUTPUT]]')
trys = 0
while True:
try:
# make the request
url = 'http://' + website
from selenium import webdriver
from selenium.webdriver import FirefoxOptions
opts = FirefoxOptions()
opts.add_argument("--headless")
browser = webdriver.Firefox(firefox_options=opts)
browser.get(url)
time.sleep(2)
# handle certain application frameworks
angular = browser.execute_script("return (window.angular !== undefined) && (angular.element(document).injector() !== undefined) && (angular.element(document).injector().get('$http').pendingRequests.length === 0)")
if angular:
print "[DETECTED ANGULAR]"
browser.set_script_timeout(10)
browser.execute_async_script("""
callback = arguments[arguments.length - 1];
window.angular.element('html').injector().get('$browser').notifyWhenNoOutstandingRequests(callback);""")
# detect third-party integrations
dmd_aim_tag = browser.execute_script("return (window.AIM !== undefined)")
if dmd_aim_tag:
print "[DETECTED DMD AIM TAG]"
html_content = browser.page_source
browser.quit()
############
# FDA CODE #
############
# try and find the most recent code
code_most_recent =''
code_most_recent_date = ''
for date in reversed(data[indication][website]['dates']):
if data[indication][website]['dates'][date].has_key('code'):
code_most_recent = data[indication][website]['dates'][date]['code']
code_most_recent_date = date
break
# define the match
code_match = re.findall(data[indication][website]['regex'], re.sub('<[^<]+?>', '', html_content));
# handle the match
print('[CODE]\nOLD [' + str(code_most_recent_date) + '][' + str(code_most_recent) + ']\nNEW [' + str(todays_date) + '][' + str(code_match) + ']')
if len(code_match) > 0:
if str(code_most_recent) == str(code_match[0]):
print('* NO CHANGE')
else:
print('* CHANGE')
if todays_date in data[indication][website]['dates']:
data[indication][website]['dates'][todays_date].update( { 'code' : str(code_match[0]) } )
else:
data[indication][website]['dates'].update( { todays_date : { 'code' : str(code_match[0]) } } )
else:
print('* NO MATCH (please confirm correct regex)')
if todays_date in data[indication][website]['dates']:
data[indication][website]['dates'][todays_date].update( { 'code' : 'not found' } )
else:
data[indication][website]['dates'].update( { todays_date : { 'code' : 'not found' } } )
# send an email notification
me = "[email protected]"
you = "[email protected]"
msg = MIMEMultipart('alternative')
msg['Subject'] = 'Moai: ' + str(website) + ' RegEx not found and needs updated.'
msg['From'] = me
msg['To'] = you
msg.attach(MIMEText('The RegEx for ' + str(website) + ' appears to have changed from the currently set ' + str(data[indication][website]['regex']) + ', please confirm.'))
s = smtplib.SMTP("localhost")
s.sendmail(me, you, msg.as_string())
s.quit()
###############
# DMD AIM TAG #
###############
# try and find the most recent dmd aim tag
dmd_aim_tag_most_recent =''
dmd_aim_tag_most_recent_date = ''
for date in reversed(data[indication][website]['dates']):
if data[indication][website]['dates'][date].has_key('dmd_aim_tag'):
dmd_aim_tag_most_recent = data[indication][website]['dates'][date]['dmd_aim_tag']
dmd_aim_tag_most_recent_date = date
break
# handle the match
print('[DMD AIM TAG]\nOLD [' + str(dmd_aim_tag_most_recent_date) + '][' + str(dmd_aim_tag_most_recent) + ']\nNEW [' + str(todays_date) + '][' + str(dmd_aim_tag) + ']')
if str(dmd_aim_tag_most_recent) == str(dmd_aim_tag):
print('* NO CHANGE')
else:
print('* CHANGE')
if todays_date in data[indication][website]['dates']:
data[indication][website]['dates'][todays_date].update( { 'dmd_aim_tag' : str(dmd_aim_tag) } )
else:
data[indication][website]['dates'].update( { todays_date : { 'dmd_aim_tag' : str(dmd_aim_tag) } } )
break
# catch exceptions
except Exception as e:
print('Exception: ' + str(e))
finally:
trys = trys + 1
time.sleep(3)
if trys > 2:
print('Tried making the request ' + str(trys) + ' times, skipping...')
break
###########
# 80 HTTP #
###########
###########
###########
print('[[HTTP]]')
trys = 0
while True:
try:
# make the request
url = 'http://' + website
headers = {'user-agent': 'Moai'}
request_80 = requests.get(url, headers=headers, timeout=5)
###############
# HTTP SERVER #
###############
# try and find the most recent server
server_most_recent =''
server_most_recent_date = ''
for date in reversed(data[indication][website]['dates']):
if data[indication][website]['dates'][date].has_key('server'):
server_most_recent = data[indication][website]['dates'][date]['server']
server_most_recent_date = date
break
# define the match
if 'server' in request_80.headers:
server_match = str(request_80.headers['Server'])
else:
server_match = ''
# handle the match
print('[SERVER]\nOLD [' + str(server_most_recent_date) + '][' + str(server_most_recent) + ']\nNEW [' + str(todays_date) + '][' + str(server_match) + ']')
if str(server_most_recent) == server_match:
print('* NO CHANGE')
else:
print('* CHANGE')
if todays_date in data[indication][website]['dates']:
data[indication][website]['dates'][todays_date].update( { 'server' : str(server_match) } )
else:
data[indication][website]['dates'].update( { todays_date : { 'server' : str(server_match) } } )
##################################
# ASN (Autonomous System Number) #
##################################
# try and find the most recent asn
asn_most_recent =''
asn_most_recent_date = ''
for date in reversed(data[indication][website]['dates']):
if data[indication][website]['dates'][date].has_key('asn'):
asn_most_recent = data[indication][website]['dates'][date]['asn']
asn_most_recent_date = date
break
# define the match
domain = website.split("//")[-1].split("/")[0]
asn_match = geoip.asn_by_name(domain)
# handle the match
print('[ASN]\nOLD [' + str(asn_most_recent_date) + '][' + str(asn_most_recent) + ']\nNEW [' + str(todays_date) + '][' + str(asn_match) + ']')
if str(asn_most_recent) == asn_match:
print('* NO CHANGE')
elif str(asn_match) == '':
print('* EMPTY RESPONSE')
else:
print('* CHANGE')
if todays_date in data[indication][website]['dates']:
data[indication][website]['dates'][todays_date].update( { 'asn' : str(asn_match) } )
else:
data[indication][website]['dates'].update( { todays_date : { 'asn' : str(asn_match) } } )
break
# catch exceptions
except requests.exceptions.RequestException as e:
print('Exception: ' + str(e))
finally:
trys = trys + 1
time.sleep(3)
if trys > 2:
print('Tried making the request ' + str(trys) + ' times, skipping...')
break
#############
# 443 HTTPS #
#############
#############
#############
print('[[HTTPS]]')
trys = 0
https = False
while True:
try:
# make the request
url = 'https://' + website
headers = {'user-agent': 'Moai'}
requests.get(url, headers=headers, timeout=5)
https = True
break
# catch exceptions
except requests.exceptions.RequestException as e:
print('Exception: ' + str(e))
finally:
trys = trys + 1
time.sleep(3)
if trys > 2:
print('Tried making the request ' + str(trys) + ' times, skipping...')
break
#########
# HTTPS #
#########
# try and find the most recent https
https_most_recent =''
https_most_recent_date = ''
for date in reversed(data[indication][website]['dates']):
if data[indication][website]['dates'][date].has_key('https'):
https_most_recent = data[indication][website]['dates'][date]['https']
https_most_recent_date = date
break
# handle the match
print('OLD [' + str(https_most_recent_date) + '][' + str(https_most_recent) + ']\nNEW [' + str(todays_date) + '][' + str(https) + ']')
if str(https_most_recent) == str(https):
print('* NO CHANGE')
else:
print('* CHANGE')
if todays_date in data[indication][website]['dates']:
data[indication][website]['dates'][todays_date].update( { 'https' : str(https) } )
else:
data[indication][website]['dates'].update( { todays_date : { 'https' : str(https) } } )
#####################################
# GOOGLE PAGESPEED INSIGHTS MOBILE #
#####################################
#####################################
#####################################
print('[[GOOGLE PAGESPEED INSIGHTS MOBILE]]')
trys = 0
google_psi_mobile = ''
google_psi_mobile_usability = ''
while True:
try:
# make the request
url = 'https://www.googleapis.com/pagespeedonline/v2/runPagespeed?url=http://' + website + '&strategy=mobile'
headers = {'user-agent': 'Moai'}
request = requests.get(url, headers=headers, timeout=30)
response = request.json()
if response.has_key('ruleGroups'):
google_psi_mobile = response['ruleGroups']['SPEED']['score']
google_psi_mobile_usability = response['ruleGroups']['USABILITY']['score']
break
# catch exceptions
except requests.exceptions.RequestException as e:
print('Exception: ' + str(e))
finally:
trys = trys + 1
time.sleep(3)
if trys > 2:
print('Tried making the request ' + str(trys) + ' times, skipping...')
break
######################
# GOOGLE PSI MOBILE #
######################
# try and find the most recent google_psi_mobile
google_psi_mobile_most_recent =''
google_psi_mobile_most_recent_date = ''
for date in reversed(data[indication][website]['dates']):
if data[indication][website]['dates'][date].has_key('google_psi_mobile'):
google_psi_mobile_most_recent = data[indication][website]['dates'][date]['google_psi_mobile']
google_psi_mobile_most_recent_date = date
break
# handle the match
print('OLD [' + str(google_psi_mobile_most_recent_date) + '][' + str(google_psi_mobile_most_recent) + ']\nNEW [' + str(todays_date) + '][' + str(google_psi_mobile) + ']')
if str(google_psi_mobile_most_recent) == str(google_psi_mobile):
print('* NO CHANGE')
elif str(google_psi_mobile) == '':
print('* EMPTY RESPONSE')
else:
print('* CHANGE')
if todays_date in data[indication][website]['dates']:
data[indication][website]['dates'][todays_date].update( { 'google_psi_mobile' : str(google_psi_mobile) } )
else:
data[indication][website]['dates'].update( { todays_date : { 'google_psi_mobile' : str(google_psi_mobile) } } )
################################
# GOOGLE PSI MOBILE USABILITY #
################################
# try and find the most recent google_psi_mobile_usability
google_psi_mobile_usability_most_recent =''
google_psi_mobile_usability_most_recent_date = ''
for date in reversed(data[indication][website]['dates']):
if data[indication][website]['dates'][date].has_key('google_psi_mobile_usability'):
google_psi_mobile_usability_most_recent = data[indication][website]['dates'][date]['google_psi_mobile_usability']
google_psi_mobile_usability_most_recent_date = date
break
# handle the match
print('OLD [' + str(google_psi_mobile_usability_most_recent_date) + '][' + str(google_psi_mobile_usability_most_recent) + ']\nNEW [' + str(todays_date) + '][' + str(google_psi_mobile_usability) + ']')
if str(google_psi_mobile_usability_most_recent) == str(google_psi_mobile_usability):
print('* NO CHANGE')
elif str(google_psi_mobile_usability) == '':
print('* EMPTY RESPONSE')
else:
print('* CHANGE')
if todays_date in data[indication][website]['dates']:
data[indication][website]['dates'][todays_date].update( { 'google_psi_mobile_usability' : str(google_psi_mobile_usability) } )
else:
data[indication][website]['dates'].update( { todays_date : { 'google_psi_mobile_usability' : str(google_psi_mobile_usability) } } )
#####################################
# GOOGLE PAGESPEED INSIGHTS DESKTOP #
#####################################
#####################################
#####################################
print('[[GOOGLE PAGESPEED INSIGHTS DESKTOP]]')
trys = 0
google_psi_desktop = ''
while True:
try:
# make the request
url = 'https://www.googleapis.com/pagespeedonline/v2/runPagespeed?url=http://' + str(website) + '&strategy=desktop&screenshot=true'
headers = {'user-agent': 'Moai'}
request = requests.get(url, headers=headers, timeout=30)
response = request.json()
if response.has_key('ruleGroups'):
google_psi_desktop = response['ruleGroups']['SPEED']['score']
if response.has_key('screenshot'):
# get desktop screenshot and write to /data
f = open('data/' + website.replace("/","-") + '.jpg', 'wb')
f.write(base64.b64decode( str(response['screenshot']['data']).replace("_","/").replace("-","+") ))
f.close()
break
# catch exceptions
except requests.exceptions.RequestException as e:
print('Exception: ' + str(e))
finally:
trys = trys + 1
time.sleep(3)
if trys > 2:
print('Tried making the request ' + str(trys) + ' times, skipping...')
break
######################
# GOOGLE PSI DESKTOP #
######################
# try and find the most recent google_psi_desktop
google_psi_desktop_most_recent =''
google_psi_desktop_most_recent_date = ''
for date in reversed(data[indication][website]['dates']):
if data[indication][website]['dates'][date].has_key('google_psi_desktop'):
google_psi_desktop_most_recent = data[indication][website]['dates'][date]['google_psi_desktop']
google_psi_desktop_most_recent_date = date
break
# handle the match
print('OLD [' + str(google_psi_desktop_most_recent_date) + '][' + str(google_psi_desktop_most_recent) + ']\nNEW [' + str(todays_date) + '][' + str(google_psi_desktop) + ']')
if str(google_psi_desktop_most_recent) == str(google_psi_desktop):
print('* NO CHANGE')
elif str(google_psi_desktop) == '':
print('* EMPTY RESPONSE')
else:
print('* CHANGE')
if todays_date in data[indication][website]['dates']:
data[indication][website]['dates'][todays_date].update( { 'google_psi_desktop' : str(google_psi_desktop) } )
else:
data[indication][website]['dates'].update( { todays_date : { 'google_psi_desktop' : str(google_psi_desktop) } } )
#######
# MOZ #
#######
#######
#######
print('[[MOZ]]')
trys = 0
moz_links = ''
moz_rank = ''
while True:
try:
# https://github.com/seomoz/SEOmozAPISamples/blob/master/python/mozscape.py
# whaaaa? secret key exposed? yes, i know, we'll fix this later. i don't think there are hackers scouring the internet for moz secret keys (no offense)
access_key = 'mozscape-b8fab3b953'
secret_key = '1e7aa77ad3797e6637c7097f42e4b7aa'
expires = int(time.time() + 300)
to_sign = '%s\n%i' % (access_key, expires)
signature = base64.b64encode(
hmac.new(
secret_key.encode('utf-8'),
to_sign.encode('utf-8'),
hashlib.sha1
).digest()
)
# request_80.url is the final redirected url
domain = quote(request_80.url)
# columns links = 2048 and mozRank = 16384
columns = 2048 + 16384
# make the request
url = 'http://lsapi.seomoz.com/linkscape/url-metrics/' + str(domain) + '?Cols=' + str(columns) + '&AccessID=' + str(access_key) + '&Expires=' + str(expires) + '&Signature=' + str(signature)
headers = {'user-agent': 'Moai'}
request = requests.get(url, headers=headers, timeout=30)
response = request.json()
if 'uid' in response:
moz_links = response['uid']
moz_rank = response['umrp']
moz_rank = str(moz_rank)[:3]
else:
# moz free tier only allows 1 request every 10 seconds
# 5 seconds for good luck as our trusty advisement of 10 seconds is not 100% accurate
time.sleep(15)
raise requests.exceptions.RequestException(request.text)
break
# catch exceptions
except requests.exceptions.RequestException as e:
print('Exception: ' + str(e))
finally:
trys = trys + 1
time.sleep(3)
if trys > 2:
print('Tried making the request ' + str(trys) + ' times, skipping...')
break
#############
# MOZ LINKS #
#############
# try and find the most recent moz_links
moz_links_most_recent =''
moz_links_most_recent_date = ''
for date in reversed(data[indication][website]['dates']):
if data[indication][website]['dates'][date].has_key('moz_links'):
moz_links_most_recent = data[indication][website]['dates'][date]['moz_links']
moz_links_most_recent_date = date
break
# handle the match
print('[MOZ LINKS]')
print('OLD [' + str(moz_links_most_recent_date) + '][' + str(moz_links_most_recent) + ']\nNEW [' + str(todays_date) + '][' + str(moz_links) + ']')
if str(moz_links_most_recent) == str(moz_links):
print('* NO CHANGE')
elif str(moz_links) == '':
print('* EMPTY RESPONSE')
else:
print('* CHANGE')
if todays_date in data[indication][website]['dates']:
data[indication][website]['dates'][todays_date].update( { 'moz_links' : str(moz_links) } )
else:
data[indication][website]['dates'].update( { todays_date : { 'moz_links' : str(moz_links) } } )
############
# MOZ RANK #
############
# try and find the most recent moz_rank
moz_rank_most_recent =''
moz_rank_most_recent_date = ''
for date in reversed(data[indication][website]['dates']):
if data[indication][website]['dates'][date].has_key('moz_rank'):
moz_rank_most_recent = data[indication][website]['dates'][date]['moz_rank']
moz_rank_most_recent_date = date
break
# handle the match
print('[[MOZ RANK]]')
print('OLD [' + str(moz_rank_most_recent_date) + '][' + str(moz_rank_most_recent) + ']\nNEW [' + str(todays_date) + '][' + str(moz_rank) + ']')
if str(moz_rank_most_recent) == str(moz_rank):
print('* NO CHANGE')
elif str(moz_rank) == '':
print('* EMPTY RESPONSE')
else:
print('* CHANGE')
if todays_date in data[indication][website]['dates']:
data[indication][website]['dates'][todays_date].update( { 'moz_rank' : str(moz_rank) } )
else:
data[indication][website]['dates'].update( { todays_date : { 'moz_rank' : str(moz_rank) } } )
# write changes to data.yml
print('\nWRITING CHANGES TO THE DATA.YML FILE')
with open('data.yml', 'w') as outfile:
yaml.dump(data, outfile, default_flow_style=False)
# generate images and README content
print('\nGENERATING CONTENT')
import matplotlib
# force matplotlib to not use any Xwindows backend
matplotlib.use('Agg')
import matplotlib.pyplot as plt
import pandas as pd
content = '<table>'
for indication in data:
# what indication?
print('\n' + indication + '\n==============================').upper()
content += '\n<tr>'
content += '<td colspan="11"><strong>' + str(indication) + '</strong></td>'
content += '</tr>'
content += '\n<tr>'
content += '<td><sub>Drug \ generic \ company \ FDA approval</sub></td>'
content += '<td><sub>Regulatory code<br/><img src="https://placehold.it/30x5/cc4c02?text=+"></sub></td>'
content += '<td><sub>HTTPS<br/><img src="https://placehold.it/30x5/fe9929?text=+"></sub></td>'
content += '<td><sub>:man:<br/><img src="https://placehold.it/30x5/0000ff?text=+"></sub></td>'
content += '<td>:trophy:<br/><img src="https://placehold.it/30x5/FFDF00?text=+"></td>'
content += '<td>:link:<br/><img src="https://placehold.it/30x5/C0C0C0?text=+"></td>'
content += '<td>:iphone:<br/><img src="https://placehold.it/30x5/014636?text=+"></td>'
content += '<td>:wheelchair:<br/><img src="https://placehold.it/30x5/016c59?text=+"></td>'
content += '<td>:computer:<br/><img src="https://placehold.it/30x5/02818a?text=+"></td>'
content += '<td><sub>Server<br/><img src="https://placehold.it/30x5/fee391?text=+"></sub></td>'
content += '<td><sub>ASN<br/><img src="https://placehold.it/30x5/ffffe5?text=+"></sub></td>'
content += '</tr>'
for website in data[indication]:
# what website?
print('\n' + website + '\n------------------------------').upper()
# set the figure size
ax = plt.figure(figsize=(19,1), dpi=60)
# set the font size
matplotlib.rcParams.update({'font.size': 8})
# qualitative color palette picker
# http://colorbrewer2.org/#type=qualitative&scheme=Paired&n=10
# plot code
for date in data[indication][website]['dates']:
if 'code' in data[indication][website]['dates'][date]:
plt.axvline(x=datetime.datetime.strptime(str(date), '%Y%m%d'), color='#cc4c02')
# plot https
for date in data[indication][website]['dates']:
if 'https' in data[indication][website]['dates'][date]:
plt.axvline(x=datetime.datetime.strptime(str(date), '%Y%m%d'), color='#fe9929')
# plot dmd_aim_tag
for date in data[indication][website]['dates']:
if 'dmd_aim_tag' in data[indication][website]['dates'][date]:
plt.axvline(x=datetime.datetime.strptime(str(date), '%Y%m%d'), color='#0000ff')
# plot server
for date in data[indication][website]['dates']:
if 'server' in data[indication][website]['dates'][date]:
plt.axvline(x=datetime.datetime.strptime(str(date), '%Y%m%d'), color='#fee391')
# plot asn
for date in data[indication][website]['dates']:
if 'asn' in data[indication][website]['dates'][date]:
plt.axvline(x=datetime.datetime.strptime(str(date), '%Y%m%d'), color='#ffffe5')
# plot google_psi_mobile
plot_list = []
dates_datetime = []
for date in data[indication][website]['dates']:
if 'google_psi_mobile' in data[indication][website]['dates'][date]:
plot_list.append(int(data[indication][website]['dates'][date]['google_psi_mobile']))
dates_datetime.append(datetime.datetime.strptime(str(date), '%Y%m%d'))
dates_float = matplotlib.dates.date2num(dates_datetime)
plt.plot_date(dates_float, plot_list, linestyle='-', xdate=True, ydate=False, color='#014636')
# plot google_psi_mobile_usability
plot_list = []
dates_datetime = []
for date in data[indication][website]['dates']:
if 'google_psi_mobile_usability' in data[indication][website]['dates'][date]:
plot_list.append(int(data[indication][website]['dates'][date]['google_psi_mobile_usability']))
dates_datetime.append(datetime.datetime.strptime(str(date), '%Y%m%d'))
dates_float = matplotlib.dates.date2num(dates_datetime)
plt.plot_date(dates_float, plot_list, linestyle='-', xdate=True, ydate=False, color='#016c59')
# plot google_psi_desktop
plot_list = []
dates_datetime = []
for date in data[indication][website]['dates']:
if 'google_psi_desktop' in data[indication][website]['dates'][date]:
plot_list.append(int(data[indication][website]['dates'][date]['google_psi_desktop']))
dates_datetime.append(datetime.datetime.strptime(str(date), '%Y%m%d'))
dates_float = matplotlib.dates.date2num(dates_datetime)
plt.plot_date(dates_float, plot_list, linestyle='-', xdate=True, ydate=False, color='#02818a')
# plot moz_links
plot_list = []
dates_datetime = []
for date in data[indication][website]['dates']:
if 'moz_links' in data[indication][website]['dates'][date]:
plot_list.append(int(data[indication][website]['dates'][date]['moz_links']))
dates_datetime.append(datetime.datetime.strptime(str(date), '%Y%m%d'))
dates_float = matplotlib.dates.date2num(dates_datetime)
plt.plot_date(dates_float, plot_list, linestyle='-', xdate=True, ydate=False, color='#C0C0C0')
# plot moz_rank
plot_list = []
dates_datetime = []
for date in data[indication][website]['dates']:
if 'moz_rank' in data[indication][website]['dates'][date]:
plot_list.append(float(data[indication][website]['dates'][date]['moz_rank']))
dates_datetime.append(datetime.datetime.strptime(str(date), '%Y%m%d'))
dates_float = matplotlib.dates.date2num(dates_datetime)
plt.plot_date(dates_float, plot_list, linestyle='-', xdate=True, ydate=False, color='#FFDF00')
# save the figure
plt.savefig('data/' + website.replace("/","-") + '.png', bbox_inches='tight')
plt.close('all')
# get the approval
approval = datetime.datetime.strptime(str(data[indication][website]['drug']['approval']), '%Y%m%d')
approval = datetime.datetime.strftime(approval, '%m/%d/%Y')
# get the most recent code
code = ''
for date in reversed(data[indication][website]['dates']):
if 'code' in data[indication][website]['dates'][date]:
code = data[indication][website]['dates'][date]['code']
break
# get the most recent https
https = ''
for date in reversed(data[indication][website]['dates']):
if 'https' in data[indication][website]['dates'][date]:
https = data[indication][website]['dates'][date]['https']
if https == 'True':
https = ':white_check_mark:'
else:
https = ':x:'
break
# get the most recent dmd_aim_tag
dmd_aim_tag = ''
for date in reversed(data[indication][website]['dates']):
if 'dmd_aim_tag' in data[indication][website]['dates'][date]:
dmd_aim_tag = data[indication][website]['dates'][date]['dmd_aim_tag']
if dmd_aim_tag == 'True':
dmd_aim_tag = ':white_check_mark:'
else:
dmd_aim_tag = ':x:'
break
# get the most recent server
server = ''
for date in reversed(data[indication][website]['dates']):
if 'server' in data[indication][website]['dates'][date]:
server = data[indication][website]['dates'][date]['server']
break
# get the most recent asn
asn = ''
for date in reversed(data[indication][website]['dates']):
if 'asn' in data[indication][website]['dates'][date]:
asn = data[indication][website]['dates'][date]['asn']
break
# get the most recent google_psi_mobile
google_psi_mobile = ''
for date in reversed(data[indication][website]['dates']):
if 'google_psi_mobile' in data[indication][website]['dates'][date]:
google_psi_mobile = data[indication][website]['dates'][date]['google_psi_mobile']
break
# get the most recent google_psi_mobile_usability
google_psi_mobile_usability = ''
for date in reversed(data[indication][website]['dates']):
if 'google_psi_mobile_usability' in data[indication][website]['dates'][date]:
google_psi_mobile_usability = data[indication][website]['dates'][date]['google_psi_mobile_usability']
break
# get the most recent google_psi_desktop
google_psi_desktop = ''
for date in reversed(data[indication][website]['dates']):
if 'google_psi_desktop' in data[indication][website]['dates'][date]:
google_psi_desktop = data[indication][website]['dates'][date]['google_psi_desktop']
break
# get the most recent moz_links
moz_links = ''
for date in reversed(data[indication][website]['dates']):
if 'moz_links' in data[indication][website]['dates'][date]:
moz_links = data[indication][website]['dates'][date]['moz_links']
break
# get the most recent moz_rank
moz_rank = ''
for date in reversed(data[indication][website]['dates']):
if 'moz_rank' in data[indication][website]['dates'][date]:
moz_rank = data[indication][website]['dates'][date]['moz_rank']
break
content += '\n<tr>'
content += '<td><sub><a href="http://{0}" target="_blank">{0}</a></sub> <br/> <sub>{1}</sub> <br/> <sub>{2}</sub> <br/> <sub>{3}</sub></td>'.format( website , data[indication][website]['drug']['generic'] , data[indication][website]['drug']['company'] , approval )
content += '<td><sub>{0}</sub><br/><img src="data/{1}.jpg" width="200"/></td>'.format( code , website.replace("/","-") )
content += '<td><sub><a href="https://www.ssllabs.com/ssltest/analyze.html?d={0}" target="_blank">{1}</a></sub></td>'.format( website , https )
content += '<td><sub>{0}</sub></td>'.format( dmd_aim_tag )
content += '<td><sub>{0}</sub></td>'.format( moz_rank )
content += '<td><sub>{0}</sub></td>'.format( moz_links )
content += '<td><sub><a href="https://developers.google.com/speed/pagespeed/insights/?url={0}&tab=mobile" target="_blank">{1}</a></sub></td>'.format( website , google_psi_mobile )
content += '<td><sub><a href="https://developers.google.com/speed/pagespeed/insights/?url={0}&tab=mobile" target="_blank">{1}</a></sub></td>'.format( website , google_psi_mobile_usability )
content += '<td><sub><a href="https://developers.google.com/speed/pagespeed/insights/?url={0}&tab=desktop" target="_blank">{1}</a></sub></td>'.format( website , google_psi_desktop )
content += '<td><sub>{0}</sub></td>'.format( server )
content += '<td><sub>{0}</sub></td>'.format( asn )
content += '</tr>'
content += '\n<tr>'
content += '<td colspan="11"><img src="data/{0}.png"/></td>'.format( website.replace("/","-") )
content += '</tr>'
content += '\n</table>'
# generate README.md
f = open('README.md', 'w')
f.write('''
# moai
:moyai: Pharmaceutical competitive intelligence through product website FDA OPDP update frequency.
Moai /ˈmoʊ.aɪ/ provides competitive intelligence by tracking the unique regulatory code on United States pharmaceutical websites that are mandated by the FDA. This provides insight as to when, and how often, a website is updated.
|  | Meet Charles, the moaiBOT. He scours websites daily, looking for changes.<br>Charles likes fishing and long walks on the beach. |
| -- | -- |
Additionally, the following the metrics are captured:
* **Regulatory code**: Gain insight into how often a website is updated
* **HTTPS**: Sadly, many website infrastructures do not provide HTTPS which [provides no data security](https://www.chromium.org/Home/chromium-security/marking-http-as-non-secure) to its visitors
* :man: DMD Audience Identity Manager (AIM) identifies healthcare professionals
* :trophy: [MozRank](https://moz.com/learn/seo/mozrank) quantifies link popularity and is Moz’s version of Google’s classic PageRank algorithm
* :link: Moz total number of links (juice-passing or not, internal or external) of the final redirected url (http://drug.com > https://www.drug.com)
* :iphone: Google PageSpeed Insights mobile speed score
* :wheelchair: Google PageSpeed Insights mobile usability score
* :computer: Google PageSpeed Insights desktop speed score
* **server**: The HTTP server header provides insight into infrastructure changes
* **ASN**: Autonomous System Number provides insight into data center moves
Looking for a website and workflow management platform that delivers a competitive edge? Give [Catapult](https://github.com/devopsgroup-io/catapult) a *shot*.
The below data is free, looking for a complete picture with valuable insights? Please contact us at [email protected] to learn more.
{0}
'''.format(content))
f.close()