I am trying to use the HubSpot CRM API to get "All Deals".
The API endpoint is: https://api.hubapi.com/deals/v1/deal/all?hapikey=demo
The JSON returned looks like this...
{
"deals": [
{
"portalId": 62515,
"dealId": 18039629,
"isDeleted": false,
"associations": {
"associatedVids": [],
"associatedCompanyIds": [],
"associatedDealIds": []
},
"properties": {
"dealname": {
"value": "Company",
"timestamp": 1457040864519,
"source": "API",
"sourceId": null
},
"amount": {
"value": "10",
"timestamp": 1457040864519,
"source": "API",
"sourceId": null
},
"closedate": {
"value": "",
"timestamp": 1457040864519,
"source": "API",
"sourceId": null
},
"hubspot_owner_id": {
"value": "11626092",
"timestamp": 1457046177648,
"source": "SALESFORCE",
"sourceId": null
},
"hs_lastmodifieddate": {
"value": "1457046177662",
"timestamp": 1457046177662,
"source": "CALCULATED",
"sourceId": null
},
"hubspot_owner_assigneddate": {
"value": "1457046177648",
"timestamp": 1457046177648,
"source": "SALESFORCE",
"sourceId": null
},
"num_associated_contacts": {
"value": "0",
"timestamp": 0,
"source": "CALCULATED",
"sourceId": null
},
"hs_createdate": {
"value": "1457040864535",
"timestamp": 1457040864535,
"source": null,
"sourceId": null
},
"createdate": {
"value": "1457040864535",
"timestamp": 1457040864535,
"source": null,
"sourceId": null
},
"hs_salesforceopportunityid": {
"value": "00628000007nRyuAAE",
"timestamp": 1457046177648,
"source": "SALESFORCE",
"sourceId": null
}
},
"imports": []
},
{
"portalId": 62515,
"dealId": 18040854,
"isDeleted": false,
"associations": {
"associatedVids": [],
"associatedCompanyIds": [],
"associatedDealIds": []
},
"properties": {
"dealname": {
"value": "5678",
"timestamp": 1457042290572,
"source": "API",
"sourceId": null
},
"amount": {
"value": "750000.0",
"timestamp": 1457042290572,
"source": "API",
"sourceId": null
},
"closedate": {
"value": "",
"timestamp": 1457042290572,
"source": "API",
"sourceId": null
},
"hs_lastmodifieddate": {
"value": "1457042290592",
"timestamp": 1457042290592,
"source": "CALCULATED",
"sourceId": null
},
"num_associated_contacts": {
"value": "0",
"timestamp": 0,
"source": "CALCULATED",
"sourceId": null
},
"hs_createdate": {
"value": "1457042290592",
"timestamp": 1457042290592,
"source": null,
"sourceId": null
},
"createdate": {
"value": "1457042290592",
"timestamp": 1457042290592,
"source": null,
"sourceId": null
}
},
"imports": []
}
],
"hasMore": true,
"offset": 1467187
}
And I understand that if hasMore==true, then you are supposed to grab the offset and include it in another API call something like this: https://api.hubapi.com/deals/v1/deal/all?hapikey=demo&offset=1467187
And then keep doing that until hasMore==false.
I am using the following code to extract the first chunk of JSON from the API:
import requests
url = "https://api.hubapi.com/deals/v1/deal/all"
querystring = {"hapikey":"demo"}
headers = {
'cache-control': "no-cache"
}
response = requests.request("GET", url, headers=headers, params=querystring)
print(response.text)
So... my question is that now I am getting my JSON, how do I:
1) Read one chunk of JSON
2) If hasMore==true then go do #1 again
3) ElseIf hasMore==false then combine ALL the JSON from ALL iterations of #1 above into one big JSON
4) Return the value from #3
Any help please?
Working solution
import json
import requests
url = "https://api.hubapi.com/deals/v1/deal/all"
querystring = {"hapikey":"demo"}
headers = {
'cache-control': "no-cache"
}
all_deals = []
response = requests.request("GET", url, headers=headers, params=querystring).json()
for deal in response['deals']:
all_deals.append(deal)
hasMore = response['hasMore']
offset = response['offset']
while hasMore:
querystring = {
"hapikey":"demo",
"offset":offset
}
response = requests.request("GET", url, headers=headers, params=querystring).json()
for deal in response['deals']:
all_deals.append(deal)
hasMore = response['hasMore']
offset = response['offset']
print(json.dumps(all_deals))
来源：https://stackoverflow.com/questions/35952945/iterating-through-json-in-python-using-an-offset