I am developing APIs/ Frontend to add new data, stories, responses, entities, add actions , train bot, deploy bot etc .
I am updating backend nlu.md, stories.md, domain.yml etc and then execute rasa train, rasa shell etc in the backend.
Is there any rasa command available to add nludata effectively?
Currently, i am using python to add intents, entities etc to nlu.md file.
Logic has become complicated.
Below is sample code to add intents:
pathnlu = bot_name + "/data/nlu.md"
print("Bot id is", args['bot_id'])
if str(os.path.exists(pathnlu)):
f = open(pathnlu, "a")
f.write("\n")
f.write("## intent:")
f.write(intent.intent_name)
f.write("\n")
f.write("- ")
f.write(intent.intent_description)
f.close()
print("Intent ", intent.intent_name, " Created ")
else:
print("Unable to Create Intent")
Below is a sample code to add entities :
pathnlu = bot_name + "/data/nlu.md"
print("Bot id is", args['bot_id'])
if str(os.path.exists(pathnlu)):
f = open(pathnlu, "a")
f.write(intent.intent_description + "(" + entities + ")" + remaining_intent)
f.close()
print("entity", entities, " Added")
else:
print("Unable to add entities")
But, I am looking for some simple and robust way to accomplish it.
Please help.
Use Interactive learning in RASA, where your files will get updated
and In this mode, you provide feedback to your bot while you talk to
it. This is a powerful way to explore what your bot can do, and the
easiest way to fix any mistakes it makes. One advantage of machine
learning-based dialogue is that when your bot doesn’t know how to do
something yet, you can just teach it!
How to do it? - https://legacy-docs.rasa.com/docs/core/interactive_learning/
Related
Hi i need help with that my code its:
keyword = input("")
engine = Google()
results = engine.search("site:anonfile.com " + str(keyword))
links = results.links()
file1 = open("results.txt","w")
file1.writelines(links)
file1.close()
print(links)
The results are saving like that
https://cdn-32.anonfile.com/B6Cau9Fbn7/6e7bf257-1576485241/x3152 Spotify Premium Account by The Jester.txthttps://cdn-04.anonfile.com/S4u7K9f1b7/ceaa1f97-1539376777/Spotify.txt
I want it to be saved as follows but I don't know how to do it :(
https://cdn-32.anonfile.com/B6Cau9Fbn7/6e7bf257-1576485241/x3152 Spotify Premium Account by The Jester.txt
https://cdn-04.anonfile.com/S4u7K9f1b7/ceaa1f97-1539376777/Spotify.txt
I use google translator, sorry if you don't understand what i say.
I've written a short code to download and rename files from a specific folder in my outlook account. The code works great, the only problem is that I typically need to run the code several times to actually download all of the messages. It seems the code is just failing to acknowledge some of the messages, there are no errors when I run through it.
I've tried a few things like walking through each line step by step in the python window, running the code with outlook closed or opened, and trying to print the files after they're successfully saved to see if there are specific messages that are causing the problem.
Here's my code
#! python3
# downloadAttachments.py - Downloads all of the weight tickets from Bucky
# Currently saves to desktop due to instability of I: drive connection
import win32com.client, os, re
#This line opens the outlook application
outlook = win32com.client.Dispatch("Outlook.Application").GetNamespace("MAPI")
#Not exactly sure why the inbox is default folder 6 but it works
inbox = outlook.GetDefaultFolder(6)
#box where the messages are to save
TicketSave = inbox.Folders('WDE').Folders('SAVE').Folders('TicketSave')
#box where the messages are moved to
done = inbox.Folders('WDE').Folders('CHES').Folders('Weight Tickets')
ticketMessages = TicketSave.Items
#Key is used to verify the subject line is correct. This script only works if the person sends
# their emails with a consistent subject line (can be altered for other cases)
key = re.compile(r'wde load \d{3}') #requires regulars expressions (i.e. 'import re')
for message in ticketMessages:
#will skip any message that does not match the correct subject line format (non-case sensitive)
check = str(message.Subject).lower()
if key.search(check) == None:
continue
attachments = message.Attachments
tic = attachments.item(1)
ticnum = str(message.Subject).split()[2]
name = str(tic).split()[0] + ' ticket ' + ticnum + '.pdf' #changes the filename
tic.SaveAsFile('C:\\Users\\bhalvorson\\Desktop\\Attachments' + os.sep + str(name))
if message.UnRead == True:
message.UnRead = False
message.Move(done)
print('Ticket pdf: ' + name + ' save successfully')
Alright I found the answer to my own question. I'll post it here in case any other youngster runs into the same problem as me.
The main problem is the "message.Move(done)" second from the bottom.
Apparently the move function alters the current folder thus altering the number of loops that the for loop will go through. So, the way it's written above, the code only ever processes half of the items in the folder.
An easy work around is to switch the main line of the for loop to "for message in list(ticketMessages):" the list is not affected by the Move function and therefore you'll be able to loop through every message.
Hope this helps someone.
I'm pretty new to python and just learning to ropes. In the code bellow I have a function taking several inputs from a json string. I'm attempting to have a return output in the specified strings. Problem? when I run the file I get nothing... I'm sure I'm missing something incredibly simply, but for the life of me I can't figure out what. I've attempted to use return as well as print at the end of the function. No cheese.
Help?
Here's what I've got so far:
import datetime, json
def jeeves(request): #defines the function
message=''
if request['type']=='maintainance':
message='Thank you tenant at unit'+str(request['unit'])+', your request for maintenance to deal with '+'"'+str(request['issue'])+'"'+' has been received #2 input'
elif request['type']=='purchase':
message='Thank you tenant at unit'+str(request['unit'])+'your request to purchase a'+str(request['commodity'])+ ' has been received'
elif request['type']=='reservation':
startTime=request['date'].split(" ")[1]
startTime=startTime.split('')
time=0;
num=[]
for item in startTime:
if isdigit(item):
num.append(item)
for index in range(len(num)):
time+=num[index]*10**(len(num)-index)
endTime=0
daySplit=''.join(startTime[-2:])
if time+int(request['duration'].split(' ')[0])>12:
endTime=time+int(request['duration'].split(' ')[0])-12
if daySplit=='AM':
endTime=str(endTime)+'PM'
else:
endTime=str(endTime)+'AM'
else:
endTime=endTime+int(request['duration'].split(' ')[0])
endTime=str(endTime)+daySplit
message='Thank you tenant at unit'+str(request['unit'])+'your request to reserve our '+str(request['location'])+' on '+str(request['date'].split(' ')[0])+' from '+str(request['date'].split(' ')[1])+' to '+ endTime+' has been received'
elif request['type']=='complaint':
message='Thank you tenant at unit'+str(request['unit'])+' we will have someone follow up on '+'"'+request['issue']+'"'+' in regards to our '+request['location']
return message
print message
json.dumps(jeeves({"type":"maintenance", "unit":221, "issue":"Air filter needs replacing"}))
ps: I'm new to coding in general. If there is a better, more productive way for me to ask questions, I'm open to feedback. Thank you in advanced.
You have to put return before the print function because when you use return it ends a function. You might also want to check out what return actually does here
i'm using the cabby API: https://github.com/EclecticIQ/cabby
in hopes of pulling stix info through the taxii client.
I've got my python code pulling the data from www.hailataxii.com
the data is in a container.. and i can flip through it.. it looks like xml, but no xml parser will read or manipulate the data. I'd love to put each record into a dictionary, then put the data into some kind of database.. but until i find a way to access the data from the download, i'm at a loss. there is very little data or examples.
Any suggestions would be greatly appreciated.
Here is my basic code for testing:
import pprint
from cabby import create_client
HailATaxiiFeedList=[
'guest.Abuse_ch',
'guest.CyberCrime_Tracker',
'guest.EmergingThreats_rules',
'guest.Lehigh_edu',
'guest.MalwareDomainList_Hostlist',
'guest.blutmagie_de_torExits',
'guest.dataForLast_7daysOnly',
'guest.dshield_BlockList',
'guest.phishtank_com'
]
client = create_client(
'hailataxii.com',
use_https=False,
discovery_path='/taxii-discovery-service')
print (": Discover_Collections:")
services = client.discover_services()
for service in services:
print('Service type= {s.type} , address= {s.address}' .format(s=service))
print (": Get_Collections:")
collections = client.get_collections(
uri='http://hailataxii.com/taxii-data')
for collection_name in HailATaxiiFeedList:
print ("Polling :", collection_name, ".. could take a while, please be patient..")
file = open(("./iocs/"+ collection_name + ".xml"), "w")
content_blocks = client.poll(collection_name=collection_name)
count =1
for block in content_blocks:
taxii_message=block.content.decode('utf-8')
file.write(taxii_message)
count+=1
if count > 20: # just getting the 20 top objects because the lists are huge
break
file.close()
The output looks like xml, but no xml parser will touch it.
<stix:STIX_Package xmlns:cyboxCommon="http://cybox.mitre.org/common-2" xmlns:cybox="http://cybox.mitre.org/cybox-2" xmlns:cyboxVocabs="http://cybox.mitre.org/default_vocabularies-2" xmlns:marking="http://data-marking.mitre.org/Marking-1" xmlns:simpleMarking="http://data-marking.mitre.org/extensions/MarkingStructure#Simple-1" xmlns:tlpMarking="http://data-marking.mitre.org/extensions/MarkingStructure#TLP-1" xmlns:TOUMarking="http://data-marking.mitre.org/extensions/MarkingStructure#Terms_Of_Use-1" xmlns:opensource="http://hailataxii.com" xmlns:edge="http://soltra.com/" xmlns:indicator="http://stix.mitre.org/Indicator-2" xmlns:ttp="http://stix.mitre.org/TTP-1" xmlns:stixCommon="http://stix.mitre.org/common-1" xmlns:stixVocabs="http://stix.mitre.org/default_vocabularies-1" xmlns:stix="http://stix.mitre.org/stix-1" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:taxii="http://taxii.mitre.org/messages/taxii_xml_binding-1" xmlns:taxii_11="http://taxii.mitre.org/messages/taxii_xml_binding-1.1" xmlns:tdq="http://taxii.mitre.org/query/taxii_default_query-1" id="edge:Package-a2c8f8f2-5a4d-4f0e-92be-d3fa482247d0" version="1.1.1" timestamp="2017-10-09T20:39:36.179672+00:00">
<stix:STIX_Header>
<stix:Handling>
<marking:Marking>
<marking:Controlled_Structure>../../../../descendant-or-self::node()</marking:Controlled_Structure>
<marking:Marking_Structure xsi:type="tlpMarking:TLPMarkingStructureType" color="WHITE"/>
<marking:Marking_Structure xsi:type="TOUMarking:TermsOfUseMarkingStructureType">
<TOUMarking:Terms_Of_Use>zeustracker.abuse.ch | Abuse source[https://sslbl.abuse.ch/blacklist/] - As for all abuse.ch projects, the use of the SSL Blacklist is free for both commercial and non-commercial usage without any limitation. However, if you are a commercial vendor of security software/services and you want to integrate data from the SSL Blacklist into your products / services, you will have to ask for permission first by contacting me using the contact form [http://www.abuse.ch/?page_id=4727].'
</TOUMarking:Terms_Of_Use>
</marking:Marking_Structure>
<marking:Marking_Structure xsi:type="simpleMarking:SimpleMarkingStructureType">
<simpleMarking:Statement>Unclassified (Public)</simpleMarking:Statement>
</marking:Marking_Structure>
</marking:Marking>
</stix:Handling>
</stix:STIX_Header>
<stix:Indicators>
<stix:Indicator id="opensource:indicator-00398022-0d9c-474b-b543-31b85a4f22ab" timestamp="2014-10-31T16:44:24.766014+00:00" xsi:type="indicator:IndicatorType" version="2.1.1">
<indicator:Title>ZeuS Tracker (offline)| s-k.kiev.ua/html/30/config.bin (2014-10-13) | This domain has been identified as malicious by zeustracker.abuse.ch</indicator:Title>
<indicator:Type xsi:type="stixVocabs:IndicatorTypeVocab-1.1">Domain Watchlist</indicator:Type>
<indicator:Type xsi:type="stixVocabs:IndicatorTypeVocab-1.1">URL Watchlist</indicator:Type>
<indicator:Type xsi:type="stixVocabs:IndicatorTypeVocab-1.1">File Hash Watchlist</indicator:Type>
<indicator:Description>This domain s-k.kiev.ua has been identified as malicious by zeustracker.abuse.ch. For more detailed infomation about this indicator go to [CAUTION!!Read-URL-Before-Click] [https://zeustracker.abuse.ch/monitor.php?host=s-k.kiev.ua].</indicator:Description>
<indicator:Observable idref="opensource:Observable-94ead651-1df5-4cfe-b4bb-e34ce5e60224">
</indicator:Observable>
<indicator:Indicated_TTP>
<stixCommon:TTP idref="opensource:ttp-6055672f-ecfd-40ae-aa84-0b336a5accb6" xsi:type="ttp:TTPType"/>
</indicator:Indicated_TTP>
<indicator:Producer>
<stixCommon:Identity id="opensource:Identity-3066ae12-3db6-44dd-9636-6b083b6479dc">
<stixCommon:Name>zeustracker.abuse.ch</stixCommon:Name>
</stixCommon:Identity>
<stixCommon:Time>
<cyboxCommon:Produced_Time>2014-10-13T00:00:00+00:00</cyboxCommon:Produced_Time>
<cyboxCommon:Received_Time>2014-10-20T19:29:30+00:00</cyboxCommon:Received_Time>
</stixCommon:Time>
</indicator:Producer>
</stix:Indicator>
</stix:Indicators>
Any suggestions would be greatly appreciated.
The XML you're looking at is STIX. Check out: https://www.eclecticiq.com/stix-taxii. Then follow the link to the STIX website and find (right bottom) "tooling" section. You should find libraries and parsing tools to make it useful.
Alternatively, there are commercial platform available to do data processing magic. Google "Threat Intelligence Platform".
Cheers,
Joep
Founder
EclecticIQ
In Python 2.7, using Selenium, I want the script to open the 'masters.txt' file. Then, go to Twitter (while logged in beforehand), and post the line like so:
driver.get("https://twitter.com")
elem = driver.find_element_by_name('tweet')
elem.send_keys(line1 + " #worked")
elem = driver.find_element_by_xpath('//*[#id="timeline"]/div[2]/div/form/div[2]/div[2]/button')
elem.send_keys(Keys.RETURN)
then, the same, except:
elem.send_keys(line2 + " #worked")
then, the same, except:
elem.send_keys(line3 + " #worked")
etc...
So, load every single line & tweet it + "with another text I've added". How is that possible?
Thanks in advance! :)
EDIT: Example of 'master.txt' (text file) contents:
test
blablabla
awesome
This is an awesome Tweet
something
another line
etc...
What I've tried:
f = open("masters.txt")
lines = f.readlines()
for line in lines:
elem.send_keys(line + " #worked")
However that doesn't exactly work and messes it up etc... If someone could complete my code and write me what I'm looking for, that would be great! :)