我一直在嘗試使用來自 api 的一些 covid 資料為 django DB 設定種子,并獲得特定資料型別的 KeyError - 在源中它是一個 float_timstamp ("lab_report_date" : "2014-10-13T00:00:00.000") . (編輯:不確定型別是否相關,但試圖在這里全面)。
我嘗試在 python 中做一個更簡單的 API 請求,但得到相同的 keyError。下面是我的代碼和錯誤資訊。
import requests
response = requests.get("https://data.cityofchicago.org/resource/naz8-j4nc.json")
print(response.json())
輸出如下所示:
[
{
"cases_age_0_17": "1",
"cases_age_18_29": "1",
"cases_age_30_39": "0",
"cases_age_40_49": "1",
"cases_age_50_59": "0",
"cases_age_60_69": "0",
"cases_age_70_79": "1",
"cases_age_80_": "0",
"cases_age_unknown": "0",
"cases_asian_non_latinx": "1",
"cases_black_non_latinx": "0",
"cases_female": "1",
"cases_latinx": "1",
"cases_male": "3",
"cases_other_non_latinx": "0",
"cases_total": "4",
"cases_unknown_gender": "0",
"cases_unknown_race_eth": "1",
"cases_white_non_latinx": "1",
"deaths_0_17_yrs": "0",
"deaths_18_29_yrs": "0",
"deaths_30_39_yrs": "0",
"deaths_40_49_yrs": "0",
show more (open the raw output data in a text editor) ...
"hospitalizations_unknown_gender": "3",
"hospitalizations_unknown_race_ethnicity": "16",
"hospitalizations_white_non_latinx": "135"
}
]
到目前為止一切順利,但是如果我嘗試提取問題密鑰,則會收到 KeyError:
report_date = []
for i in response.json():
ls = i['lab_report_date']
report_date.append(ls)
---------------------------------------------------------------------------
KeyError Traceback (most recent call last)
/var/folders/h3/5wlbmz0s3jb978hyhtvf9f4h0000gn/T/ipykernel_2163/2095152945.py in <module>
1 report_date = []
2 for i in response.json():
----> 3 ls = i['lab_report_date']
4 report_date.append(ls)
KeyError: 'lab_report_date'
使用或不使用 for 回圈都會出現此問題。我已經讓自己真正轉過身來,如果我的代碼中有任何錯誤或遺漏,我深表歉意。
uj5u.com熱心網友回復:
因為陣列 response.json() 中有一項不包含 key lab_report_date。當后端資料不那么干凈時,就會發生這種情況。
所以你需要做的是使用try-except代碼塊來處理這個例外。下面的代碼現在運行良好。
import requests
response = requests.get("https://data.cityofchicago.org/resource/naz8-j4nc.json")
print("The total length of response is %s" % len(response.json()))
report_date = []
for i in response.json():
try:
ls = i['lab_report_date']
report_date.append(ls)
except:
print("There is an item in the response containing no key lab_report_date:")
print(i)
print("The length of report_date is %s" % len(report_date))
上述代碼的輸出如下。
The total length of response is 592
There is an item in the response containing no key lab_report_date:
{'cases_total': '504', 'deaths_total': '1', 'hospitalizations_total': '654', 'cases_age_0_17': '28', 'cases_age_18_29': '116', 'cases_age_30_39': '105', 'cases_age_40_49': '83', 'cases_age_50_59': '72', 'cases_age_60_69': '61', 'cases_age_70_79': '25', 'cases_age_80_': '14', 'cases_age_unknown': '0', 'cases_female': '264', 'cases_male': '233', 'cases_unknown_gender': '7', 'cases_latinx': '122', 'cases_asian_non_latinx': '15', 'cases_black_non_latinx': '116', 'cases_white_non_latinx': '122', 'cases_other_non_latinx': '30', 'cases_unknown_race_eth': '99', 'deaths_0_17_yrs': '0', 'deaths_18_29_yrs': '0', 'deaths_30_39_yrs': '0', 'deaths_40_49_yrs': '1', 'deaths_50_59_yrs': '0', 'deaths_60_69_yrs': '0', 'deaths_70_79_yrs': '0', 'deaths_80_yrs': '0', 'deaths_unknown_age': '0', 'deaths_female': '0', 'deaths_male': '1', 'deaths_unknown_gender': '0', 'deaths_latinx': '0', 'deaths_asian_non_latinx': '0', 'deaths_black_non_latinx': '0', 'deaths_white_non_latinx': '1', 'deaths_other_non_latinx': '0', 'deaths_unknown_race_eth': '0', 'hospitalizations_age_0_17': '30', 'hospitalizations_age_18_29': '78', 'hospitalizations_age_30_39': '74', 'hospitalizations_age_40_49': '96', 'hospitalizations_age_50_59': '105', 'hospitalizations_age_60_69': '111', 'hospitalizations_age_70_79': '89', 'hospitalizations_age_80_': '71', 'hospitalizations_age_unknown': '0', 'hospitalizations_female': '310', 'hospitalizations_male': '341', 'hospitalizations_unknown_gender': '3', 'hospitalizations_latinx': '216', 'hospitalizations_asian_non_latinx': '48', 'hospitalizations_black_non_latinx': '208', 'hospitalizations_white_non_latinx': '135', 'hospitalizations_other_race_non_latinx': '31', 'hospitalizations_unknown_race_ethnicity': '16'}
The length of report_date is 591
uj5u.com熱心網友回復:
您可以使用 dict get 方法從 json 回應中讀取資料,如下所示:-
report_date = []
for i in response.json():
if type(i) == dict: # Just check the type to avoid the runtime error.
ls = i.get('lab_report_date', None)
if ls:
report_date.append(ls)
uj5u.com熱心網友回復:
嗨,我有一個類似的問題,有時回應來自 api 請求的回應是空的,這導致我停止代碼執行:
我現在找到了一個簡單的解決方案:
假設你有一個:
requestfromapi = requests.get("https://api-server")
if requestfromapi.json()['data']['something'] != KeyError:
print(requestfromapi.json()['data']['something'])
// 這將確保您的代碼不會停止執行。
轉載請註明出處,本文鏈接:https://www.uj5u.com/qiye/318433.html
上一篇:從axios獲取物件陣列時出錯
下一篇:API資料提取-Python
