def main(args):
target_precision, query_terms, api, engine = validate(args)
global nocol
nocol = args.nocol
# set Rocchio weights: relevant 0.75, irrelevant 0.25
ro = Rocchio(0.75, 0.25)
iteration, precision = 0, 0.0
while iteration == 0 or precision < target_precision:
print color("=" * 80, "delim")
print color("[iteration: ", "bold") + color(str(iteration), "strong") + \
color("]", "bold")
print color("query: ", "bold") + color(" ".join(query_terms), "strong")
# apply search on the current query terms
docs = gsearch(" ".join(query_terms), api, engine)
# collect user feedback
rel, irrel, precision = feedback(docs, query_terms)
print color("[iteration: ", "bold") + color(str(iteration), "strong") + color("] ", "bold") + \
color(str(len(rel)), "strong") + color(" relevant, ", "bold") + \
color(str(len(irrel)), "strong") + color(" irrelevant, ", "bold") + \
color("%0.1f" % precision, "strong") + color(" precision", "bold")
if precision >= target_precision:
# target achieved
print color(
"target precision %.1f has been achieved" % target_precision,
"rel")
break
elif precision == 0:
# no need to move on
print color("no need to continue under zero precision", "error")
break
# update query string
query_terms += ro.generate_query(rel, irrel, query_terms)
iteration += 1
if iteration >= 10:
# maximum iteration
print color("maximum iteration exceeded", "error")
break
print color("Exit...\n", "bold")
def main(args):
api, engine, relation, threshold, nr_tuples, query_terms = validate(args)
print "\nParameters:"
print "Client key = " + api
print "Engine key = " + engine
print "Relation = " + relation
print "Threshold = " + str(threshold)
print "Query = " + " ".join(query_terms)
print "# of Tuples = " + str(nr_tuples)
# set of output tuples
tuples = {
} # key:hash of RelationTuple instance, value: RelationTuple instance
# set of tuples used as query terms
queries = set()
# set of documents processed
processed = set()
# NLP parser
nlplib = '/usr/local/Cellar/stanford-corenlp-full-2017-06-09'
parser = NLPParser(nlplib)
iteration, maxit = 1, 10
while True:
query = " ".join(query_terms)
print "=========== Iteration: {} - Query: {} ===========".format(
iteration, query)
# search Google
docs = gsearch(query, api, engine)
queries.add(tuple(query_terms))
# process each document of Google search results
new_tuples_found = False
for i, doc in enumerate(docs, 1):
print "[{}] Processing: {}".format(i, doc.url)
if doc.key in processed:
# no need to process if already processed
print "Already processed, skipping..."
continue
processed.add(doc.key)
count = 0
for rt in parser.extract_relation(doc, relation):
# rt is a RelationTuple class instance
key = hash(rt)
if not key in tuples:
# new tuple for ISE
new_tuples_found = True
tuples[key] = rt
count += 1
print rt
elif tuples[key] < rt:
# existing tuple, but this one has better confidence, update it
tuples[key] = rt
print "Relations extracted from this website: {} (Overall: {})".format(
count, len(tuples))
print "Pruning relations below threshold..."
pruned = sorted(filter(lambda x: x.prob >= threshold, tuples.values()),
reverse=True)
print "Number of tuples after pruning: {}".format(len(pruned))
print "================== ALL RELATIONS ================="
for rt in pruned:
line = "Relation Type: %s | Confidence: %.3f |" % (relation,
rt.prob)
line += " Entity #1: {} ({})\t|".format(rt.value0, rt.type0)
line += " Entity #2: {} ({})".format(rt.value1, rt.type1)
print line
if not new_tuples_found:
print "No new tuples found. Shutting down..."
break
if len(pruned) >= nr_tuples:
print "Program reached {} number of tuples. Shutting down...".format(
len(pruned))
break
if iteration > maxit:
print "Maximum iterations reached. Shutting down..."
break
iteration += 1
# new query terms for next iteration, derived from the tuple with
# highest confidence and has not yet been used as query terms
query_terms, best = [], 0.0
for rt in tuples.values():
q = (rt.value0, rt.value1)
if not q in queries and rt.prob > best:
query_terms, best = q, rt.prob
def assistant(command):
"if statements for executing commands"
#os.system('nircmd.exe killprocess wmplayer.exe')
if command == "hello1" or command == "hi1" or command == "hey1":
print("hello ")
talkToMe("hello sir")
elif command == "what time is it" or command == "tell me time" or command == "what's the time" or command == "time" or command == "what is today" or command == "what's today":
t = time.asctime(time.localtime(time.time()))
talkToMe(t)
elif command == "bye" or command == "buy" or command == 'exit':
if hr >= 20 and hr <= 24:
print("Good night\n")
talkToMe("Good night")
sys.exit()
else:
print("see you again \n")
talkToMe("see you again ")
sys.exit()
elif command == "how are you1":
print("I'm good. How are you?\n")
talkToMe("I'm good. How are you?")
elif command == "ok1" or command == 'okay1' or command == 'yeah1':
print("Yes")
talkToMe("yes")
elif 'open website' in command:
reg_ex = re.search('open website (.+)', command)
if reg_ex:
domain = reg_ex.group(1)
url = 'https://www.' + domain
webbrowser.open(url)
print('Done!')
else:
pass
elif 'movie' in command:
command = command.replace("about movie", "")
command = command.title()
print("Name of a movie:" + command.replace("about movie", ""))
#try:
app = imdb.IMDb()
results = app.search_movie(command)
#if not results:
#breturn "error 404"
first = results[0]
ID = first.movieID
data = app.get_movie(ID)
talkToMe("Year: " + str(data['year']))
talkToMe("IMDb ratings: " + str(data['rating']))
#except:
# talkToMe("Error 404")
elif 'google' in command or 'images of' in command or 'image of' in command or 'google map' in command:
if 'images' in command:
url = "https://www.google.com/search?tbm=isch&q={}".format(
command.replace("images of", ""))
webbrowser.open(url)
#command=command.replace('on',"")
elif 'google map' in command:
url = "https://www.google.co.in/maps/place/" + command.replace(
"google map", "")
webbrowser.open(url)
else:
command = command.replace('google', "")
gsearch(command)
elif 'youtube' in command or "video" in command:
command = command.replace("on", "")
command = command.replace("search", "")
if 'play' in command:
command = command.replace("play", "")
command = command.replace("on", "")
command = command.replace("youtube", "")
try:
def ytDownloader(word):
a = []
#word = input()
url = 'https://www.youtube.com/results?search_query=+' + word
yt = 'https://www.youtube.com'
#webbrowser.open_new_tab(url)
class MyOpener(FancyURLopener):
version = 'Mozilla/5.0 (Windows; U; Windows NT 5.1; it; rv:1.8.1.11) Gecko/20071127 Firefox/2.0.0.11' # Set this to a string you want for your user agent
myopener = MyOpener()
page = myopener.open(url).read()
webpage = page.decode('utf-8')
soup = bs.BeautifulSoup(webpage, 'lxml')
div = soup.body
for data in div.find_all(href=True):
a.append(data.get('href'))
#print(a)
matching = [s for s in a if '/watch?' in s]
# print(matching[0])
ytplaylink = yt + matching[0]
# print(ytplaylink)
# pwrshllink= 'powershell -command Invoke-WebRequest '+ytplaylink+' -OutFile '+word+'.mp3'
webbrowser.open_new_tab(ytplaylink)
ytDownloader(command)
except:
ytDownloader(command)
if "download" in command:
command = command.replace("video", "")
command = command.replace("download", "")
a1 = []
a11 = []
word1 = command #input('ENTER THE VIDEO NAME TO DOWNLOAD')
url1 = 'https://www.youtube.com/results?search_query=+' + word1
yt1 = 'https://www.youtube.com'
#webbrowser.open_new_tab(url)
class MyOpener1(FancyURLopener):
version1 = 'Mozilla/5.0 (Windows; U; Windows NT 5.1; it; rv:1.8.1.11) Gecko/20071127 Firefox/2.0.0.11' # Set this to a string you want for your user agent
myopener1 = MyOpener1()
page1 = myopener1.open(url1).read()
webpage1 = page1.decode('utf-8')
soup1 = bs.BeautifulSoup(webpage1, 'lxml')
div1 = soup1.body
for data1 in div1.find_all(href=True):
a1.append(data1.get('href'))
#print(a)
matching1 = [s1 for s1 in a1 if '/watch?' in s1]
ytplaylink1 = yt1 + matching1[0]
print(ytplaylink1)
#os.walk(r"D:\ArmanK\python programs\SUBLIME FILES\SpeechRecog\video")
os.system('"cd E:\\VIDEOS" & youtube-dl -f 22 ' + ytplaylink1)
else:
ysearch(command.replace('youtube', ""))
elif 'joke' in command:
res = requests.get('https://icanhazdadjoke.com/',
headers={"Accept": "application/json"})
if res.status_code == requests.codes.ok:
talkToMe(str(res.json()['joke']))
else:
talkToMe('hahaha')
elif 'facts' in command:
fw = open('.facts.txt', encoding="utf8")
facts = fw.read()
facts = facts.split('\n')
while True:
i = random.randrange(0, len(facts) - 1)
#print(facts[i])
talkToMe(facts[i])
break
elif 'quotes' in command:
fw = open('.quotes.txt', 'r')
vocab = fw.read()
vocab = vocab.split('\n')
while True:
i = random.randint(0, 2002)
if i % 2 == 0:
if len(vocab[i]) < 118:
#sendmessage(vocab[i],vocab[i+1])
#print(vocab[i]+" said by "+vocab[i+1])
talkToMe(vocab[i] + " said by " + vocab[i + 1])
break
else:
continue
else:
continue
elif 'teach me some word' in command:
fw = open('.vocab.txt', 'r')
vocab = fw.read()
vocab = vocab.split('\n')
while True:
i = random.randint(0, len(vocab) - 1)
if i % 2 == 0:
#sendmessage(vocab[i],vocab[i+1])
print(vocab[i] + "--" + vocab[i + 1])
for j in range(3):
talkToMe(vocab[i] + ". meaning ." + vocab[i + 1] + ".")
break
else:
continue
elif 'cricket score' in command:
url = "http://static.cricinfo.com/rss/livescores.xml"
sc = requests.get(url)
soup = BeautifulSoup(sc.text, 'lxml')
i = 1
for data in soup.findAll('item'):
print(str(i) + '. ' + data.find('description').text)
i += 1
'''for i in range(10):
url = 'http://www.snapple.com/real-facts/list-view/'+str(i+1)
print('url:',url)
sc = requests.get(url)
soup = BeautifulSoup(sc.text,'lxml')
fact = soup.findAll('p',{'class':'fact_detail'})
print('fact:',fact)
for i in range(len(fact)):
fw.write(fact[i].text+'\n')
'''
elif 'email' in command:
talkToMe('Who is the recipient?')
recipient = myCommand()
if 'armaan' in recipient:
talkToMe('What should I say?')
content = myCommand()
#init gmail SMTP
mail = smtplib.SMTP('smtp.gmail.com', 587)
#identify to server
mail.ehlo()
#encrypt session
mail.starttls()
#login
mail.login('username', 'password')
#send message
mail.sendmail('Arman Khan', '*****@*****.**', content)
#end mail connection
mail.close()
talkToMe('Email sent.')
elif 'lock' == command:
subprocess.call('rundll32.exe user32.dll,LockWorkStation')
elif 'new folder' in command:
os.system('mkdir ad')
elif 'new file' in command:
talkToMe("name of a file?")
#name=str(myCommand())
name = str(typeCommand())
if ('python' in command):
os.system('NUL >' + name + '.py')
else:
os.system('NUL >' + name + '.txt')
talkToMe("File Created")
elif 'open chrome' in command:
os.system(
'start "" "C:\Program Files (x86)\Google\Chrome\Application\chrome.exe"'
)
elif 'close chrome' in command:
os.system('nircmd.exe killprocess chrome.exe')
elif 'vlc' in command:
os.system('start "" "C:\\Program Files\\VideoLAN\\VLC\\vlc.exe"')
elif 'sublime' in command:
os.system(
'start "" "C:\\ProgramData\\Microsoft\\Windows\\Start Menu\\Programs\\Sublime Text 3.lnk"'
)
elif 'cmd' in command:
os.system('start "" "C:\WINDOWS\system32\cmd.exe"')
elif 'take a note' in command:
f = open('Notes.txt', 'a')
t = time.asctime(time.localtime(time.time()))
f.write('\n' + t + '\n' + command.replace('take a note that', ""))
f.close()
talkToMe("Done")
elif 'read my notes' in command:
f = open('Notes.txt', 'r')
talkToMe(f.read())
f.close()
elif 'clear my notes' in command:
f = open('Notes.txt', 'w')
f.close()
talkToMe("Done")
elif 'open my notes' in command:
os.system('start "" "D:\\PYTHON"')
elif 'minimise all' in command:
os.system('nircmd sendkeypress rwin+"d"')
elif 'maximise all' in command:
os.system('nircmd sendkeypress rwin+shift+"m"')
elif 'max volume' in command or 'full volume' in command or 'volume max' in command or 'volume' in command:
os.system('nircmd.exe mutesysvolume 0')
elif 'increase volume' in command or 'volume up' in command:
os.system('nircmd.exe changesysvolume 10000')
elif 'decrease volume' in command or 'volume down' in command:
os.system('nircmd.exe changesysvolume -10000')
elif 'silent' in command:
os.system('nircmd.exe mutesysvolume 1')
elif 'low brightness' in command or 'low light' in command:
os.system('nircmd.exe setbrightness 5')
elif 'medium brightness' in command or 'medium light' in command:
os.system('nircmd.exe setbrightness 50')
elif 'full brightness' in command or 'max light' in command:
os.system('nircmd.exe setbrightness 100')
elif 'screen of' in command:
os.system('nircmd.exe monitor off')
elif 'screen on' in command:
os.system('nircmd sendkeypress ctrl')
elif 'empty bin' in command:
os.system('nircmd.exe emptybin')
elif 'play some music' in command or 'play music' in command:
a = str(random.choice(os.listdir("E:\\MUSIC")))
path = "E:\\MUSIC" + '\\' + a
os.system('"' + path + '"')
elif 'play song' in command:
command = command.title()
for root, dirs, files in os.walk("E:\\MUSIC"):
for file in files:
if command.replace('Play Song', "") in file.replace('_', ' '):
path = "E:\\MUSIC" + '\\' + file
os.system(path)
break
else:
talkToMe("Song Not Found Please Download it")
#if 'video' in command:
# command=command.title()
elif 'next' in command:
a = str(random.choice(os.listdir("E:\\MUSIC")))
path = "E:\\MUSIC" + '\\' + a
os.system(path)
elif 'stop music' in command:
os.system('nircmd.exe killprocess wmplayer.exe')
elif 'task manager' in command:
os.system('nircmd sendkeypress ctrl+shift+esc')
elif 'clipboard' in command or 'clip board' in command:
talkToMe(clipboard.paste())
elif 'calculate' in command:
value = command.replace("what's ", "")
value = command.replace("calculate", "")
value = value.replace(" times", "*")
value = value.replace(" plus", "+")
value = value.replace(" minus", "-")
value = value.replace(" divides", "/")
value = value.replace(" divide", "/")
value = value.replace(" x", "*")
print(value)
try:
finalValue = eval(value)
#print(finalValue)
#eval(finalValue)
talkToMe(finalValue)
except:
try:
client = wolframalpha.Client("4E3H79-A3ARKHYKU9")
#print('command:',command)
res = client.query(command)
answer = next(res.results).text
#print(answer)
#print("IN WIKI")
talkToMe(answer)
except:
talkToMe("I don't Understand")
elif 'current temperature' in command:
owm = pyowm.OWM('3b8dc8474c4fdddfea2631f41f134a97')
obs = owm.weather_at_place("Mumbai,in")
temperature = obs.get_weather().get_temperature('celsius')
talkToMe("The temperature is " + str(temperature['temp_max']) +
" degree celsius")
elif 'change wallpaper' in command:
a = str(
random.choice(
os.listdir(
"D:\\ArmanK\\python programs\\SUBLIME FILES\\SpeechRecog\\images"
)))
print('a', a)
pic_path = "D:\\ArmanK\\python programs\\SUBLIME FILES\\SpeechRecog\\images" + '\\' + a
print('pic_path', pic_path)
cmd = 'REG ADD \"HKCU\Control Panel\Desktop\" /v Wallpaper /t REG_SZ /d \"%s\" /f' % pic_path
os.system(cmd)
os.system('rundll32.exe user32.dll, UpdatePerUserSystemParameters')
os.system('rundll32.exe user32.dll, UpdatePerUserSystemParameters')
print('Wallpaper is set.')
elif 'open' in command:
#command = 'open notepad'
command = command.replace('open', "")
command = command.replace(" ", "")
os.system('nircmd sendkeypress rwin')
for i in command:
os.system('nircmd sendkeypress ' + i)
os.system('nircmd sendkeypress enter')
elif 'news' in command:
req = Request(
'https://www.google.com/search?q=news&client=firefox-b-ab&source=lnms&tbm=nws&sa=X&ved=0ahUKEwiwo5iM-pHaAhUIqo8KHSlQBbwQ_AUIDCgD&biw=1366&bih=654',
headers={'User-Agent': 'Mozilla/5.0'})
web_byte = urlopen(req).read()
webpage = web_byte.decode('utf-8')
soup = bs.BeautifulSoup(webpage, 'lxml')
div = soup.body
for data in div.find_all('h3'):
news = data.text
print(news)
elif ('do' in command or 'thank' in command or 'yeah' in command
or 'yes' in command or 'okay' in command or 'ok' in command
or 'great' in command or 'nice' in command or 'awesome' in command
or 'excellent' in command or 'hi' in command or 'hey' in command
or 'good' in command or 'lol' in command or 'haha' in command
or 'hello' in command or 'what' in command or 'where' in command
or 'who' in command or 'whose' in command or 'when' in command
or 'how' in command or 'whom' in command or 'why' in command
or 'which' in command):
#talkToMe('I don\'t know what you mean!')
try:
request = ai.text_request()
request.query = command
response = request.getresponse().read()
output = json.loads(response)
answer = output["result"]["fulfillment"]["speech"]
#print('answer:',answer)
#talkToMe(answer)
if (answer == "" or answer == "not found"):
#talkToMe(answer+" on layer 1")
try:
client = wolframalpha.Client("4E3H79-A3ARKHYKU9")
#print('command:',command)
res = client.query(command)
answer = next(res.results).text
#print(answer)
talkToMe(answer)
#talkToMe("improve your internet speed")
except:
try:
print("IN WIKI")
talkToMe(wikipedia.summary(command))
#talkToMe("improve your internet speed")
except:
talkToMe("I can't Understand what you said")
else:
talkToMe(answer)
pass
except:
pass
elif (command == ""):
assistant(typeCommand())
else:
request = ai.text_request()
request.query = command
response = request.getresponse().read()
output = json.loads(response)
answer = output["result"]["fulfillment"]["speech"]
#talkToMe(answer)
if (answer == "" or answer == "not found"):
talkToMe("What " + command + "? " +
"do you want me to search deeply?")
#if(myCommand()=='yes'):
if (typeCommand() == "yes"):
try:
client = wolframalpha.Client("4E3H79-A3ARKHYKU9")
#print('command:',command)
res = client.query(command)
answer = next(res.results).text
#print(answer)
#print("IN WIKI")
talkToMe(answer)
#talkToMe("improve your internet speed")
except:
try:
#print(wikipedia.summary(command))
print("IN WIKI")
talkToMe(wikipedia.summary(command))
#talkToMe("improve your internet speed")
except:
talkToMe("Even internet has no answer about it.")
else:
talkToMe("OK, ask me some thing else")
else:
talkToMe(answer)
if "images" in query or "image" in query:
query = query.replace("images of","")
query = query.replace("image of","")
url = f"https://www.google.com/search?tbm=isch&q={query}"
webbrowser.get(using='google-chrome').open(url,new=2)
elif "map" in query:
query = query.replace("google map","")
query = query.replace("google map of","")
query = query.replace("map","")
query = query.replace("map of","")
url = f"https://www.google.co.in/maps/place/{query}"
webbrowser.get(using='google-chrome').open(url,new=2)
else:
query = query.replace("search","")
query = query.replace("google","")
gsearch(query)
except:
print("sorry,not able to understand.please say it again")
speak("sorry,not able to understand.please say it again")
elif "image to text" in query or "images to texts" in query or "image to txt" in query or "images to txt" in query:
try:
path= input("Please enter the path of the image: ")
speak("Please enter the path of the image: ")
img = Image.open(path)
pytesseract.pytesseract.tesseract_cmd = "C:\\Program Files (x86)\\Tesseract-OCR\\tesseract.exe"
result = pytesseract.image_to_string(img)
print(result)
speak(result)
user = input("Want to write the content inside the file (Press 'Y' for Yes and 'N' for No) : ")
speak("Want to write the content inside the file. Press 'Y' for Yes and 'N' for No")