I am new to python and wanted to store the recentAveragePrice inside a variable (from a string like this one)
{"assetStock":null,"sales":250694,"numberRemaining":null,"recentAveragePrice":731,"originalPrice":null,"priceDataPoints":[{"value":661,"date":"2022-08-11T05:00:00Z"},{"value":592,"date":"2022-08-10T05:00:00Z"},{"value":443,"date":"2022-08-09T05:00:00Z"}],"volumeDataPoints":[{"value":155,"date":"2022-08-11T05:00:00Z"},{"value":4595,"date":"2022-08-10T05:00:00Z"},{"value":12675,"date":"2022-08-09T05:00:00Z"},{"value":22179,"date":"2022-08-08T05:00:00Z"},{"value":15181,"date":"2022-08-07T05:00:00Z"},{"value":14541,"date":"2022-08-06T05:00:00Z"},{"value":15310,"date":"2022-08-05T05:00:00Z"},{"value":14146,"date":"2022-08-04T05:00:00Z"},{"value":13083,"date":"2022-08-03T05:00:00Z"},{"value":14460,"date":"2022-08-02T05:00:00Z"},{"value":16809,"date":"2022-08-01T05:00:00Z"},{"value":17571,"date":"2022-07-31T05:00:00Z"},{"value":23907,"date":"2022-07-30T05:00:00Z"},{"value":39007,"date":"2022-07-29T05:00:00Z"},{"value":38823,"date":"2022-07-28T05:00:00Z"}]}
My current solution is this:
var = sampleStr[78] + sampleStr[79] + sampleStr[80]
It works for the current string but if the recentAveragePrice was above 999 it would stop working and i was wondering if instead of getting a fixed number i could search for it inside the string.
Your replit code shows that you're acquiring JSON data from some website. Here's an example based on the URL that you're using. It shows how you check the response status, acquire the JSON data as a Python dictionary then print a value associated with a particular key. If the key is missing, it will print None:
import requests
(r := requests.get('https://economy.roblox.com/v1/assets/10159617728/resale-data')).raise_for_status()
jdata = r.json()
print(jdata.get('recentAveragePrice'))
Output:
640
Since this is json you should just be able to parse it and access recentAveragePrice:
import json
sample_string = '''{"assetStock":null,"sales":250694,"numberRemaining":null,"recentAveragePrice":731,"originalPrice":null,"priceDataPoints":[{"value":661,"date":"2022-08-11T05:00:00Z"},{"value":592,"date":"2022-08-10T05:00:00Z"},{"value":443,"date":"2022-08-09T05:00:00Z"}],"volumeDataPoints":[{"value":155,"date":"2022-08-11T05:00:00Z"},{"value":4595,"date":"2022-08-10T05:00:00Z"},{"value":12675,"date":"2022-08-09T05:00:00Z"},{"value":22179,"date":"2022-08-08T05:00:00Z"},{"value":15181,"date":"2022-08-07T05:00:00Z"},{"value":14541,"date":"2022-08-06T05:00:00Z"},{"value":15310,"date":"2022-08-05T05:00:00Z"},{"value":14146,"date":"2022-08-04T05:00:00Z"},{"value":13083,"date":"2022-08-03T05:00:00Z"},{"value":14460,"date":"2022-08-02T05:00:00Z"},{"value":16809,"date":"2022-08-01T05:00:00Z"},{"value":17571,"date":"2022-07-31T05:00:00Z"},{"value":23907,"date":"2022-07-30T05:00:00Z"},{"value":39007,"date":"2022-07-29T05:00:00Z"},{"value":38823,"date":"2022-07-28T05:00:00Z"}]}'''
data = json.loads(sample_string)
recent_price = data['recentAveragePrice']
print(recent_price)
outputs:
731
Your data is in a popular format called JSON (JavaScript Object Notation). It's commonly used to exchange data between different systems like a server and a client, or a Python program and JavaScript program.
Now Python doesn't use JSON per-se, but it has a data type called a dictionary that behaves very similarly to JSON. You can access elements of a dictionary as simply as:
print(my_dictionary["recentAveragePrice"])
Python has a built-in library meant specifically to handle JSON data, and it includes a function called loads() that can convert a string into a Python dictionary. We'll use that.
Finally, putting all that together, here is a more robust program to help parse your string and pick out the data you need. Dictionaries can do a lot more cool stuff, so make sure you take a look at the links above.
# import the JSON library
# specifically, we import the `loads()` function, which will convert a JSON string into a Python object
from json import loads
# let's store your string in a variable
original_string = """
{"assetStock":null,"sales":250694,"numberRemaining":null,"recentAveragePrice":731,"originalPrice":null,"priceDataPoints":[{"value":661,"date":"2022-08-11T05:00:00Z"},{"value":592,"date":"2022-08-10T05:00:00Z"},{"value":443,"date":"2022-08-09T05:00:00Z"}],"volumeDataPoints":[{"value":155,"date":"2022-08-11T05:00:00Z"},{"value":4595,"date":"2022-08-10T05:00:00Z"},{"value":12675,"date":"2022-08-09T05:00:00Z"},{"value":22179,"date":"2022-08-08T05:00:00Z"},{"value":15181,"date":"2022-08-07T05:00:00Z"},{"value":14541,"date":"2022-08-06T05:00:00Z"},{"value":15310,"date":"2022-08-05T05:00:00Z"},{"value":14146,"date":"2022-08-04T05:00:00Z"},{"value":13083,"date":"2022-08-03T05:00:00Z"},{"value":14460,"date":"2022-08-02T05:00:00Z"},{"value":16809,"date":"2022-08-01T05:00:00Z"},{"value":17571,"date":"2022-07-31T05:00:00Z"},{"value":23907,"date":"2022-07-30T05:00:00Z"},{"value":39007,"date":"2022-07-29T05:00:00Z"},{"value":38823,"date":"2022-07-28T05:00:00Z"}]}
"""
# convert the string into a dictionary object
dictionary_object = loads(original_string)
# access the element you need
print(dictionary_object["recentAveragePrice"])
Output upon running this program:
$ python exp.py
731
When I run the code:
import requests
import json
def get_fact():
catFact = requests.get("https://catfact.ninja/fact?max_length=140")
json_data = json.loads(catFact.text)
return json_data
print(get_fact())
The output is like
{'fact': "Cats are the world's most popular pets, outnumbering dogs by as many as three to one", 'length': 84}
However I just want the fact.
How do I get rid of the 'fact:' at the front and 'length:' at the back?
What you want is to access the key in the python dict you made with the json.loads call. We actually don't need the json library as requests can read and deserialize JSON itself.
This code also checks if the response was OK and fails with informative error message. It follows PEP 20 – The Zen of Python.
import requests
def get_fact():
# Get the facts dictionary in a JSON serialized form.
cat_fact_response = requests.get("https://catfact.ninja/fact?max_length=140")
# Let the response raise the exception if something bad happened to the cat facts server connection.
cat_fact_response.raise_for_status()
# Deserialize the json (make a Python dict from the text we got). requests can do that on it's own:
cat_fact_dict = cat_fact_response.json()
# Access the fact from the json from the dictionary
return cat_fact_dict['fact']
print(get_fact())
When called you get following output as wanted:
# python3 script.py
The cat's tail is used to maintain balance.
Short answer:
you need to use either get_fact()['fact'] or get_fact().get('fact'). The former will throw an exception if fact doesn't exist whereas the latter will return None.
Why:
In your code sample you fetch some json data, and then print out the entire bit of json. When you parse json, the output is a key/value map called a dictionary (or map or object in other languages). The dictionary in this case contains two keys: fact and length. If you only one want of the values, then you need to tell python that you want only a single value -- fact in this case.
Remember though: this wouldn't apply to every json object you read. Not every one is going to have a fact key.
What you are returning in get_fact is a complete JSON object which you are then printing.
To get just its property fact (without the length) use a reference to that key or property like:
return json_data["fact"]
Below is also a link to a tutorial on using JSON in Python:
w3schools: Python JSON
To extract fact field from the response, use:
import requests
import json
def get_fact():
catFact = requests.get("https://catfact.ninja/fact?max_length=140")
json_data = json.loads(catFact.text)
return json_data['fact'] # <- HERE
print(get_fact())
Output:
Cats have "nine lives" thanks to a flexible spine and powerful leg and back muscles
Note: you don't need json module here, use json() method of Response instance returned by requests:
import requests
def get_fact():
catFact = requests.get("https://catfact.ninja/fact?max_length=140").json()
return catFact['fact']
print(get_fact())
When I try to parse a rest api data,
it raises TypeError.
This is my code:
def get_contracts():
response_object = requests.get(
"https://testnet-api.phemex.com/md/orderbook?symbol=BTCUSD"
)
print(response_object.status_code)
for contract in response_object.json()["result"]["book"]:
print(contract["asks"])
get_contracts()
Any tip or solution will be very welcomed. Thanks in advance.
Edit/Update:
For some reason I am not able to select a specific key in the format above, its only possible if I do it like this:
data = response_object.json()['result']['book']['asks']
print(data)
I will try to work my code around that. Thanks for everyone who helped.
This code review may help you:
import requests
url = "https://testnet-api.phemex.com/md/orderbook?symbol=BTCUSD"
response_object = requests.get(url)
data = response_object.json()
# Printing your data helps to inspect the structure
# print(data)
# This is the list you are looking for:
asks = data['result']['book']['asks']
for ask in asks:
print(ask)
You need to iterate through asks, not book.
You have a nested dictionary where asks is a nested list.
If you simply click on the link you get getting, or print out your response_object.json() you would see the structure.
for foo in response_object.json()['result']['book']['asks']:
print(foo)
Although generally it's better to assign your response_object to a variable.
data = response_object.json()
for foo in data['result']['book']['asks']:
print(foo)
It looks like you are trying to access something that is not there, hence the KeyError.
I would debug, a simple print, the JSON object you are getting as answer and make sure that the keys you are trying to access are there.
I'm trying to figure out what's the correct URL format for the Intersango API (which is poorly documented). I'm programming my client in C#, but I'm looking at the Python example and I'm a little confused as to what is actually being placed in the body of the request:
def make_request(self,call_name,params):
params.append(('api_key',self.api_key)) // <-- How does this get serialized?
body = urllib.urlencode(params)
self.connect()
try:
self.connection.putrequest('POST','/api/authenticated/v'+self.version+'/'+call_name+'.php')
self.connection.putheader('Connection','Keep-Alive')
self.connection.putheader('Keep-Alive','30')
self.connection.putheader('Content-type','application/x-www-form-urlencoded')
self.connection.putheader('Content-length',len(body))
self.connection.endheaders()
self.connection.send(body)
response = self.connection.getresponse()
return json.load(response)
//...
I can't figure out this piece of code: params.append(('api_key',self.api_key))
Is it some kind of a dictionary, something that gets serialized to JSON, comma delimited, or exactly how does it get serialized? What would the body look like when the parameters are encoded and assigned to it?
P.S. I don't have anything that I can run the code with so I can debug it, but I'm just hoping that this is simple enough to understand for somebody that knows Python and they would be able to tell me what's happening on that line of code.
params is a list of 2-element lists. The list would look like ((key1, value1), (key2, value2), ...)
params.append(('api_key',self.api_key)) adds another 2-element list to the existing params list.
Finally, urllib.urlencode takes this list and converts it into a propert urlencoded string. In this case, it will return a string key1=value1&key2=value2&api_key=23423. If there are any special characters in your keys or values, urlencode will %encode them. See documentation for urlencode
I tried to get the C# code working, and it kept failing with exception {"The remote server returned an error: (417) Expectation Failed."}. I finally found what the problem is. You could read about it in depth here
In short, the way to make C# access Intersango API is to add following code:
System.Net.ServicePointManager.Expect100Continue = false;
This code needs to only run once. This is a global setting, so it affects your full application, so beware that something else could break as a result.
Here's a sample code:
System.Net.ServicePointManager.Expect100Continue = false;
var address = "https://intersango.com/api/authenticated/v0.1/listAccounts.php";
HttpWebRequest request = WebRequest.Create(address) as HttpWebRequest;
request.Method = "POST";
request.ContentType = "application/x-www-form-urlencoded";
var postBytes = Encoding.UTF8.GetBytes("api_key=aa75***************fd65785");
request.ContentLength = postBytes.Length;
var dataStream = request.GetRequestStream();
dataStream.Write(postBytes, 0, postBytes.Length);
dataStream.Close();
HttpWebResponse response = (HttpWebResponse)request.GetResponse();
Piece of cake
instead of params.append(('api_key',self.api_key))
just write:
params['api_key']=self.api_key