I am trying to get the output of Watson Assistant into a variable. So as far as I have searched, i need to get the "output" and "text" part of the json (at first it is a dict, but then we parse it to a json). But I cannot seem to get it:
I have searched in these 2 questions already:This one for watson This one for parsing the json
The code is really simple: accessing to my bot, and inputting "trips". I've taken out the api and workspace, but I have them (obviously).
if __name__ == '__main__':
assistant = watson_developer_cloud.AssistantV1(
iam_apikey='{YOUR API HERE}',
version='2018-09-20',
url='https://gateway-syd.watsonplatform.net/assistant/api'
)
response = assistant.message(
workspace_id='{YOUR WORKSPACE HERE}',
input={
'text': 'trips'
}
).get_result()
fullResponse=json.dumps(response, indent=2)
print(fullResponse)
print("testing to print the output: ")
respuesta=json.dumps(response, indent=2)
#print(respuesta['output'][0]['text'])
print(respuesta['output']['text'])
And the output:
Traceback (most recent call last):
"intents": [
File "C:/Users/.PyCharmCE2018.3/config/scratches/pruebaMain.py", line 105, in <module>
{
print(respuesta['output']['text'])
"intent": "trips",
TypeError: string indices must be integers
"confidence": 1
}
],
"entities": [],
"input": {
"text": "trips"
},
"output": {
"generic": [
{
"response_type": "text",
"text": "We got trips to different countries! Type continents to know more!"
}
],
"text": [
"We got trips to different countries! Type continents to know more!"
],
"nodes_visited": [
"node_2_1544696932582"
],
"log_messages": []
},
"context": {
"conversation_id": "{took it out for privacy}",
"system": {
"initialized": true,
"dialog_stack": [
{
"dialog_node": "root"
}
],
"dialog_turn_counter": 1,
"dialog_request_counter": 1,
"_node_output_map": {
"node_2_1544696932582": {
"0": [
0
]
}
},
"branch_exited": true,
"branch_exited_reason": "completed"
}
}
}
testing to print the output:
Process finished with exit code 1
So I want to get the answer of "We got trips to different countries! Type continents to know more!". I have read the documentation of the python API and some more info (https://github.com/IBM-Cloud/watson-conversation-variables) of but can't seem to find anything. I also tried accessing the json variable with $but did not work.
You don't have to use json.dumps here, you can directly use the response JSON returned from the service as shown in the code snippet below
import watson_developer_cloud
if __name__ == '__main__':
assistant = watson_developer_cloud.AssistantV1(
iam_apikey='APIKEY',
version='2018-09-20',
url='https://gateway.watsonplatform.net/assistant/api'
)
response = assistant.message(
workspace_id='WORKSPACE_ID',
input={
'text': 'trips'
}
).get_result()
print(response)
print(response['output']['text'][0])
Related
I am working on a new project in HubSpot that returns nested JSON like the sample below. I am trying to access the associated contacts id, but am struggling to reference it correctly (the id I am looking for is the value '201' in the example below). I've put together this script, but this script only returns the entire associations portion of the JSON and I only want the id. How do I reference the id correctly?
Here is the output from the script:
{'contacts': {'paging': None, 'results': [{'id': '201', 'type': 'ticket_to_contact'}]}}
And here is the script I put together:
import hubspot
from pprint import pprint
client = hubspot.Client.create(api_key="API_KEY")
try:
api_response = client.crm.tickets.basic_api.get_page(limit=2, associations=["contacts"], archived=False)
for x in range(2):
pprint(api_response.results[x].associations)
except ApiException as e:
print("Exception when calling basic_api->get_page: %s\n" % e)
Here is what the full JSON looks like ('contacts' property shortened for readability):
{
"results": [
{
"id": "34018123",
"properties": {
"content": "Hi xxxxx,\r\n\r\nCan you clarify on how the blocking of script happens? Is it because of any CSP (or) the script will decide run time for every URL’s getting triggered from browser?\r\n\r\nRegards,\r\nLogan",
"createdate": "2019-07-03T04:20:12.366Z",
"hs_lastmodifieddate": "2020-12-09T01:16:12.974Z",
"hs_object_id": "34018123",
"hs_pipeline": "0",
"hs_pipeline_stage": "4",
"hs_ticket_category": null,
"hs_ticket_priority": null,
"subject": "RE: call followup"
},
"createdAt": "2019-07-03T04:20:12.366Z",
"updatedAt": "2020-12-09T01:16:12.974Z",
"archived": false
},
{
"id": "34018892",
"properties": {
"content": "Hi Guys,\r\n\r\nI see that we were placed back on the staging and then removed again.",
"createdate": "2019-07-03T07:59:10.606Z",
"hs_lastmodifieddate": "2021-12-17T09:04:46.316Z",
"hs_object_id": "34018892",
"hs_pipeline": "0",
"hs_pipeline_stage": "3",
"hs_ticket_category": null,
"hs_ticket_priority": null,
"subject": "Re: Issue due to server"
},
"createdAt": "2019-07-03T07:59:10.606Z",
"updatedAt": "2021-12-17T09:04:46.316Z",
"archived": false,
"associations": {
"contacts": {
"results": [
{
"id": "201",
"type": "ticket_to_contact"
}
]
}
}
}
],
"paging": {
"next": {
"after": "35406270",
"link": "https://api.hubapi.com/crm/v3/objects/tickets?associations=contacts&archived=false&hs_static_app=developer-docs-ui&limit=2&after=35406270&hs_static_app_version=1.3488"
}
}
}
You can do api_response.results[x].associations["contacts"]["results"][0]["id"].
Sorted this out, posting in case anyone else is struggling with the response from the HubSpot v3 Api. The response schema for this call is:
Response schema type: Object
String results[].id
Object results[].properties
String results[].createdAt
String results[].updatedAt
Boolean results[].archived
String results[].archivedAt
Object results[].associations
Object paging
Object paging.next
String paging.next.after
String paging.next.linkResponse schema type: Object
String results[].id
Object results[].properties
String results[].createdAt
String results[].updatedAt
Boolean results[].archived
String results[].archivedAt
Object results[].associations
Object paging
Object paging.next
String paging.next.after
String paging.next.link
So to access the id of the contact associated with the ticket, you need to reference it using this notation:
api_response.results[1].associations["contacts"].results[0].id
notes:
results[x] - reference the result in the index
associations["contacts"] -
associations is a dictionary object, you can access the contacts item
by it's name
associations["contacts"].results is a list - reference
by the index []
id - is a string
In my case type was ModelProperty or CollectionResponseProperty couldn't reach dict anyhow.
For the record this got me to go through the results.
for result in list(api_response.results):
ID = result.id
Aloha,
My python routine will retrieve json from site, then check the file and download another json given the first answer and eventually download a zip.
The first json file gives information about doc.
Here's an example :
[
{
"id": "d9789918772f935b2d686f523d066a7b",
"originalName": "130010259_AC2_R44_20200101",
"type": "SUP",
"status": "document.deleted",
"legalStatus": "APPROVED",
"name": "130010259_SUP_R44_AC2",
"grid": {
"name": "R44",
"title": "GRAND EST"
},
"bbox": [
3.4212881,
47.6171589,
8.1598899,
50.1338684
],
"documentSource": "UPLOAD",
"uploadDate": "2020-06-25T14:56:27+02:00",
"updateDate": "2021-01-19T14:33:35+01:00",
"fileIdentifier": "SUP-AC2-R44-130010259-20200101",
"legalControlStatus": 101
},
{
"id": "6a9013bdde6acfa632861aeb1a02942b",
"originalName": "130010259_AC2_R44_20210101",
"type": "SUP",
"status": "document.production",
"legalStatus": "APPROVED",
"name": "130010259_SUP_R44_AC2",
"grid": {
"name": "R44",
"title": "GRAND EST"
},
"bbox": [
3.4212881,
47.6171589,
8.1598899,
50.1338684
],
"documentSource": "UPLOAD",
"uploadDate": "2021-01-18T16:37:01+01:00",
"updateDate": "2021-01-19T14:33:29+01:00",
"fileIdentifier": "SUP-AC2-R44-130010259-20210101",
"legalControlStatus": 101
},
{
"id": "efd51feaf35b12248966cb82f603e403",
"originalName": "130010259_PM2_R44_20210101",
"type": "SUP",
"status": "document.production",
"legalStatus": "APPROVED",
"name": "130010259_SUP_R44_PM2",
"grid": {
"name": "R44",
"title": "GRAND EST"
},
"bbox": [
3.6535762,
47.665021,
7.9509455,
49.907347
],
"documentSource": "UPLOAD",
"uploadDate": "2021-01-28T09:52:31+01:00",
"updateDate": "2021-01-28T18:53:34+01:00",
"fileIdentifier": "SUP-PM2-R44-130010259-20210101",
"legalControlStatus": 101
},
{
"id": "2e1b6104fdc09c84077d54fd9e74a7a7",
"originalName": "444619258_I4_R44_20210211",
"type": "SUP",
"status": "document.pre_production",
"legalStatus": "APPROVED",
"name": "444619258_SUP_R44_I4",
"grid": {
"name": "R44",
"title": "GRAND EST"
},
"bbox": [
2.8698336,
47.3373246,
8.0881368,
50.3796449
],
"documentSource": "UPLOAD",
"uploadDate": "2021-04-19T10:20:20+02:00",
"updateDate": "2021-04-19T14:46:21+02:00",
"fileIdentifier": "SUP-I4-R44-444619258-20210211",
"legalControlStatus": 100
}
]
What I try to do is to retrieve "id" from this json file. (ex. "id": "2e1b6104fdc09c84077d54fd9e74a7a7",)
I've tried
import json
from jsonpath_rw import jsonpath, parse
import jsonpath_rw_ext as jp
with open('C:/temp/gpu/SUP/20210419/SUPGE.json') as f:
d = json.load(f)
data = json.dumps(d)
print("oriName: {}".format( jp.match1("$.id[*]",data) ) )
It doesn't work In fact, I'm not sure how jsonpath-rw is intended to work. Thankfully there was this blogpost But I'm still stuck.
Does anyone have a clue ?
With the id, I'll be able to download another json and in this json there'll be an archiveUrl to get the zipfile.
Thanks in advance.
import json
file = open('SUPGE.json')
with file as f:
d = json.load(f)
for i in d:
print(i.get('id'))
this will give you id only.
d9789918772f935b2d686f523d066a7b
6a9013bdde6acfa632861aeb1a02942b
efd51feaf35b12248966cb82f603e403
2e1b6104fdc09c84077d54fd9e74a7a7
Ok.
Here's what I've done.
import json
import urllib
# not sure it's the best way to load json from url, but it works fine
# and I could test most of code if needed.
def getResponse(url):
operUrl = urllib.request.urlopen(url)
if(operUrl.getcode()==200):
data = operUrl.read()
jsonData = json.loads(data)
else:
print("Erreur reçue", operUrl.getcode())
return jsonData
# Here I get the json from the url. *
# That part will be in the final script a parameter,
# because I got lot of territory to control
d = getResponse('https://www.geoportail-urbanisme.gouv.fr/api/document?documentFamily=SUP&grid=R44&legalStatus=APPROVED')
for i in d:
if i['status'] == 'document.production' :
print('id du doc en production :',i.get('id'))
# here we parse the id to fetch the whole document.
# Same server, same API but different url
_URL = 'https://www.geoportail-urbanisme.gouv.fr/api/document/' + i.get('id')+'/details'
d2 = getResponse(_URL)
print('archive',d2['archiveUrl'])
urllib.request.urlretrieve(d2['archiveUrl'], 'c:/temp/gpu/SUP/'+d2['metadata']+'.zip' )
# I used wget in the past and loved the progression bar.
# Maybe I'd switch to wget because of it.
# Works fine.
Thanks for your answer. I'm delighted to see that even with only the json library you could do amazing things. Just normal stuff. But amazing.
Feel free to comment if you think I've missed smthg.
So I'm pretty new to implementing flask-restplus and I have encountered this road block.
I have read the restplus docs over and over again and followed several exampled. But the behavior that I'm facing is very much different from what is supposed to be.
So I have a model that is supposed to be a list of objects of another model (returned from the function drone_model()).
drones_list = api.model('drones_list', {
'items': fields.List(fields.Nested(drone_model())),
'message':fields.String(''),
'code': fields.Integer('')
})
Everything works fine, no errors. But when I try the API (http://127.0.0.1:5000/datamine/v2/drones), as a response I get the Marshalling model back instead of the data itself. If I print the data, it gets printed, but for some reason in the web, the restplus model is returned.
Below I have the code that I had written. If I take the marshal_with decorator off, then the data is returned just fine.
#api.route('/')
class DronesList(Resource):
#api.marshal_with(drones_list, envelope='data')
#api.response(200, 'All drones successfully fetched!')
def get(self):
"""
Get all drones!.
"""
from app.utils.common import get_start_end_date_from_request
start_date, end_date = get_start_end_date_from_request(request)
drones = []
for drone in Drone.objects:
drones.append({
'id': str(drone.id),
'serial_id': drone.serial_id,
'maintenances': [],
'status': get_dynamic_status(drone, start_date, end_date),
'picture_url': drone.asset.picture_url,
'manufacturer': drone.asset.manufacturer,
'model_name': drone.asset.model_name,
'drone_type': drone.asset.drone_type,
'payload_type': drone.asset.payload_type,
'asset_url': drone.get_url(drone.id)
})
success = ClientSuccessFunctionClass('All drones successfully fetched!', 200, drones)
return (success.to_dict())
These are the outputs on the browser:
1. Without the marshal decorator:
{
"data": {
"items": [
{
"id": "5aeafcb93a33683f73827e91",
"serial_id": "Drone 1",
"maintenances": [],
"status": "Decommissioned",
"picture_url": "some img url",
"manufacturer": "DJI",
"model_name": "Phantom 4 Pro",
"drone_type": "Quadcopter",
"payload_type": "RGB Camera",
"asset_url": "http://127.0.0.1:5000/datamine/v1/drones/5aeafcb93a33683f73827e91"
},
{
"id": "5aeaff374f85747f90df2714",
"serial_id": "Drone 2",
"maintenances": [],
"status": "Available",
"picture_url": "sime url",
"manufacturer": "DJI",
"model_name": "Phantom 4",
"drone_type": "Quadcopter",
"payload_type": "RGB Camera",
"asset_url": "http://127.0.0.1:5000/datamine/v1/drones/5aeaff374f85747f90df2714"
}
],
"message": "All drones successfully fetched!",
"code":200
}
}
2. With the marshal decorator:
{
"data": {
"items": [
{
"id": "Id of Drone",
"serial_id": "Name of Drone",
"status": "Status of Drone",
"maintenances": null,
"picture_url": "Picture URL",
"manufacturer": "Manufacturer of Drone",
"model_name": "Model name of Drone",
"drone_type": "Type of Drone",
"payload_type": "Payload type of Drone",
"asset_url": "Asset URL of Drone"
}
],
"message": "",
"code": ""
}
}
It would be really helpful if someone could tell me what I'm doing wrong as I need to recive the output as the one shown in snippet of the output without the decorator.
Thank you.
Here is a diagram showing invocation order from top to bottom to help make sense of what is happening:
get()
→ api.response(200, 'All drones successfully fetched!') # documents the response
→ api.marshal_with(drones_list, envelope='data')` # returns marshalled dict
The result from invoking get is passed to the api.response decorator function whose result is passed on to api.marshal_with decorator function.
Looking at the shape of the dictionary returned from invoking get()
{
data {
items [
{
id,
serial_id,
maintenances,
status,
picture_url,
manufacturer,
model_name,
drone_type,
payload_type,
asset_url
}
],
message,
code
}
}
The message and code in the response are nested inside of the data.
You need to model the data appropriately, to be able to marshal it. This can be done by passing an argument for what field to look up in the marshal dictionary.
drones_list = api.model('drones_list', {
'items': fields.List(fields.Nested(drone_model()), attribute='data.items'),
'message':fields.String(attribute='data.message'),
'code': fields.Integer(attribute='data.code')
})
As you can see, it's pretty redundant applying the api.marshal_with decorator function on the view given that it's only unnests then nests the result in data field.
My slot for a custom intent is always being recognised as None.
I have an intents schema which looks like this:
{
"interactionModel": {
"languageModel": {
"invocationName": "name_of_app",
"intents": [
{
"name": "AMAZON.CancelIntent",
"samples": []
},
{
"name": "AMAZON.HelpIntent",
"samples": []
},
{
"name": "AMAZON.StopIntent",
"samples": []
},
{
"name": "EventsIntent",
"slots": [
{
"name": "eventCity",
"type": "AMAZON.GB_CITY"
}
],
"samples": [
"whats on in {eventCity}",
"whats going on in {eventCity} ",
"tell me what events are in {eventCity}"
]
}
],
"types": []
}
}
}
My code is in python, using the flask-ask framework. My main entrypoint looks something like this:
#ask.launch
def start_skill():
welcome_message = 'Welcome to name_of_app, what do you want?'
return question(welcome_message)
#ask.intent('EventsIntent', mapping={'city': 'eventCity'})
def weather(city):
return statement('you have selected {}'.format(city))
Even this simple example however, does not work when the input is:
"whats on in London?"
I have tried with lowercase and with/without punctuation in the testing panel on the amazon developer console, however the return is always:
"you have selected None"
indicating that None is passed as 'eventCity'. Am I passing this slot incorrectly in either the intent schema or in the code?
Thanks
hey buddy following is the solution of your problem:
#ask.launch
def start_skill():
welcome_message = 'Welcome to name_of_app, what do you want?'
return question(welcome_message)
#ask.intent('EventsIntent', convert={'eventCity': str})
def weather(eventCity):
return statement('you have selected {}'.format(eventCity))
I was also facing similar issue this thing resolved my issue.
I'm using the following python code to connect to a jsonrpc server and nick some song information. However, I can't work out how to get the current title in to a variable to print elsewhere. Here is the code:
TracksInfo = []
for song in playingSongs:
data = { "id":1,
"method":"slim.request",
"params":[ "",
["songinfo",0,100, "track_id:%s" % song, "tags:GPASIediqtymkovrfijnCYXRTIuwxN"]
]
}
params = json.dumps(data, sort_keys=True, indent=4)
conn.request("POST", "/jsonrpc.js", params)
httpResponse = conn.getresponse()
data = httpResponse.read()
responce = json.loads(data)
print json.dumps(responce, sort_keys=True, indent=4)
TrackInfo = responce['result']["songinfo_loop"][0]
TracksInfo.append(TrackInfo)
This brings me back the data in json format and the print json.dump brings back:
pi#raspberrypi ~/pithon $ sudo python tom3.py
{
"id": 1,
"method": "slim.request",
"params": [
"",
[
"songinfo",
"0",
100,
"track_id:-140501481178464",
"tags:GPASIediqtymkovrfijnCYXRTIuwxN"
]
],
"result": {
"songinfo_loop": [
{
"id": "-140501481178464"
},
{
"title": "Witchcraft"
},
{
"artist": "Pendulum"
},
{
"duration": "253"
},
{
"tracknum": "1"
},
{
"type": "Ogg Vorbis (Spotify)"
},
{
"bitrate": "320k VBR"
},
{
"coverart": "0"
},
{
"url": "spotify:track:2A7ZZ1tjaluKYMlT3ItSfN"
},
{
"remote": 1
}
]
}
}
What i'm trying to get is result.songinfoloop.title (but I tried that!)
The songinfo_loop structure is.. peculiar. It is a list of dictionaries each with just one key.
Loop through it until you have one with a title:
TrackInfo = next(d['title'] for d in responce['result']["songinfo_loop"] if 'title' in d)
TracksInfo.append(TrackInfo)
A better option would be to 'collapse' all those dictionaries into one:
songinfo = reduce(lambda d, p: d.update(p) or d,
responce['result']["songinfo_loop"], {})
TracksInfo.append(songinfo['title'])
songinfo_loop is a list not a dict. That means you need to call it by position, or loop through it and find the dict with a key value of "title"
positional:
responce["result"]["songinfo_loop"][1]["title"]
loop:
for info in responce["result"]["songinfo_loop"]:
if "title" in info.keys():
print info["title"]
break
else:
print "no song title found"
Really, it seems like you would want to have the songinfo_loop be a dict, not a list. But if you need to leave it as a list, this is how you would pull the title.
The result is really a standard python dict, so you can use
responce["result"]["songinfoloop"]["title"]
which should work