Develop Reference

How to access certain items from a python requests response? - python

I am new to python requests and I am unsure how to access one singular item from the response rather than all of them. Any help would be appreciated. I would like to be able to print the kdRatio, there is multiple different kdRatios in the response but I was looking for the one following lifetime and All and Properties. Thanks
import requests as rq
header = {
'x-rapidapi-host': "call-of-duty-modern-warfare.p.rapidapi.com",
'x-rapidapi-key': "0beff1d7acmsh29065741543208dp152ecbjsnb56e8654cc77"
}
response = rq.get('https://call-of-duty-modern-
warfare.p.rapidapi.com/multiplayer/%25C7%259Ep%25C3%25ABx%25231878/battle', headers=header)
print(response)
print(response.text)
Here is the response I am getting.
<Response [200]>
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Parse the JSON response with response.json(), then access by key:
data = response.json()
kd_ratio = data['lifetime']['all']['properties']['kdRatio']

Here you can take the JSON response instead of a text response.
import requests as rq
header = {
'x-rapidapi-host': "call-of-duty-modern-warfare.p.rapidapi.com",
'x-rapidapi-key': "0beff1d7acmsh29065741543208dp152ecbjsnb56e8654cc77"
}
response = rq.get('https://call-of-duty-modern-
warfare.p.rapidapi.com/multiplayer/%25C7%259Ep%25C3%25ABx%25231878/battle', headers=header)
print(response)
print(response.json()['lifetime']['all']['properties']['kdRatio'])
For better understanding:
data = response.json()
print(data.keys()) # will print all the keys
print(type(data['all'])) # checked the type.
# since it is dict
print(data['all'].keys())
print(data['all']['properties'])
print(data['all']['properties'].keys())
print(data['all']['properties']['kdRatio'])
Try this in ipython you will get more idea about json data

Related

I am trying to access the cites species api to get information on a input species name.
Reference document: http://api.speciesplus.net/documentation/v1/references.html
I tried to use the api with the provided API Key.
I get error code 401.
Here is the code
import requests
APIKEY='XXXXXXXXXXXX' # Replaced with provided api key
r = requests.get('https://api.speciesplus.net/api/v1/taxon_concepts.xml?name=Mammalia&X-Authentication-Token={APIKEY}')
r

As #jonrsharpe said in comment:
"Headers and query parameters aren't the same thing..."
You have to set APIKEY as header - don't put it in URL.
You may also put parameters as dictionary and requests will append them to URL - and code will be more readable.
import requests
APIKEY = 'XXXXXXXXXXXX'
headers = {
"X-Authentication-Token": APIKEY,
}
payload = {
"name": "Mammalia",
}
url = "https://api.speciesplus.net/api/v1/taxon_concepts.xml"
response = requests.get(url, params=payload, headers=headers)
print(response.status_code)
print(response.text)
EDIT:
If you skip .xml in URL then you get data as JSON and it can be more useful
url = "https://api.speciesplus.net/api/v1/taxon_concepts"
response = requests.get(url, params=payload, headers=headers)
print(response.status_code)
print(response.text)
data = response.json()
for item in data:
print(item['citation'])

I am using python request library to interact with API.
import requests
url = "https://amazon24.p.rapidapi.com/api/product"
querystring = {"keyword":"iphone","country":"US","page":"1"}
headers = {
'x-rapidapi-host': "amazon24.p.rapidapi.com",
'x-rapidapi-key': "key"
}
response = requests.request("GET", url, headers=headers, params=querystring)
print(response.text)
Response I am getting is something like this. I have only included first few lines of response as it is too long.
{"docs":[{"isBestSeller":false,"product_title":"Apple iPhone XR (64GB, (PRODUCT)RED) [Locked] + Carrier Subscription","product_main_image_url":"https://m.media-amazon.com/images/I/51YXG1bDM5L._AC_UY218_.jpg","app_sale_price":"499.00","app_sale_price_currency":"$","isPrime":true,"product_detail_url":"https://www.amazon.com/dp/B07VSWLY55","product_id":"B07VSWLY55","evaluate_rate":"4.2 out of 5 stars","original_price":null},{"isBestSeller":false,"product_title":"New Apple iPhone 12 Mini (64GB, Black) Unlocked","product_main_image_url":"https://m.media-amazon.com/images/I/71uuDYxn3XL._AC_UY218_.jpg","app_sale_price":"729.00","app_sale_price_currency":"$","isPrime":true,"product_detail_url":"https://www.amazon.com/dp/B096R76SFK","product_id":"B096R76SFK","evaluate_rate":"4.2 out of 5 stars","original_price":null}}}]}}}
My question is how can I extract attributes like "product_title" or "app_sale_price" from above response. Desperately need help. Thanks

You can convert the response to a dictionary using response.json().
Following that, you can access the various attributes such as data["docs"][0]["product_title"]
An example is as follows:
data = response.json()
for doc in data["docs"]:
print(doc["product_title"], doc["app_sale_price"])
You can learn more about dictionaries here (official python docs) or here (w3schools)

Your response is JSON, requests has handy method for such situation, just do
response = requests.request("GET", url, headers=headers, params=querystring)
response_data = response.json()
then response_data is python object, dict in your case and you might do for example
titles = [i.get("product_title") for i in response_data["docs"]]
print(titles)
to get titles from list of dicts present under key "docs"

My response looks like:
[
{"_id":"5f6060d0d279373c0017447d","name":"Faizan","email":"faizan#test.com"}
]
I want to get the name in python. I am tryting:
response = requests.get(url)
data = response.json()
The error I am getting is:
JSONDecodeError at /get/

this might help you
import requests
import json
dburl = 'https://postman-9e13.restdb.io/rest/contact'
headers = {'x-apikey': '7267cbb3c251a01dd8563ca447194e78af67d', 'Content-Type': 'application/json'}
params = {"name":"Faizan","email":"faizan#test.com"}
r = requests.get(dburl, params=params, headers=headers)
print(r.json())
after seeing the result, you can pass to your templates like this
geodata = response.json()
return render(request, 'main/get.html', { 'name': geodata[0]['name'] })
or you can change accordingly.

The snippet you shared is correct, however the problem might be with the URL.
response = requests.get(url)
data = response.json()
Here, .json() only works for the response which is in the JSON format only. If it is showing that error that means your URL returning the HTML document.

I am trying to post some information into an API based on their recommended format. When I use Postman( tool to test APIs), I see that the response has the isSuccess flag set to true. However, when I write the same code in Python using the requests library, I get the isSuccess flag as false
As mentioned about, I verified the headers and the json data object, both are the same yet the results defer
import requests
data = {"AccountNumber":"100007777",
"ActivityID":"78",
"ActivityDT":"2019-08-07 12:00:00",
"ActivityValue":"1"
}
url = "http://<IP>/<API_PATH>"
headers = {
"X-Tenant":"Default",
"Content-Type":"application/json"
}
response = requests.post(url,data=data, headers = headers)
print(response.content)
This code should successfully post the data and I should get a isSuccess:true in my response variable.
Can anyone help me figure out what might be wrong?

Can you try to change;
response = requests.post(url,data=data, headers = headers)
to;
response = requests.post(url,json=data, headers = headers)
or;
response = requests.post(url,body=data, headers = headers)

I've been looking to many questions similar to mine but I could not find a solution.
I'm using requests to perform a POST request. I've tried a lot of combinations inside the request but nothing returns a 201 ok.
Here is my code:
import json
import requests
if __name__ == '__main__':
headers = {'content-type' : 'application/json'}
url = "http://myserver/ext/v3.1/test_device"
message = {"atribute_a": "value", "atribute_b": "valueb"}
params = {"priority":"normal"}
r = requests.post(url, params=params, headers=headers, data = json.dumps(message) )
print(r)
I've also tried withou json.dumps but it also gives me 400 bad request. I've also tried to add the params directly to the url like: ...?priority=normal but with no success.

The easiest technique is to use json instead of data as followed:
requests.post(url, headers=headers, params=params, json=data)

Based on the comments, your server is actually expecting data as a stringified JSON object.
As far as the params are concerned, it'd most probably help if they're declared as a tuple of tuples (or a dict of dicts)
Try the following -
headers = {
'content-type': 'application/json',
}
params = (
('priority', 'normal'),
)
data = {
"atribute_a": "value",
"atribute_b": false
}
requests.post(url, headers=headers, params=params, data=str(data))