为什么python无法读取雅虎财经API？

Question

I have the following code to analyze stock prices from yahoo finance but I keep running into errors.我有以下代码来分析雅虎财经的股票价格，但我一直遇到错误。

import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import pandas_datareader as web
import datetime as dt


from sklearn.preprocessing import MinMaxScaler 
from tensorflow.keras.models import Sequential 
from tensorflow.keras.layers import Dense, Dropout, LSTM


company = str(input('enter the company symbol '))
company = 'FB'
start = dt.datetime(2011,1,1)
end = dt.datetime(2019,1,1)

data = web.DataReader(company, 'yahoo', start, end)

scaler = MinMaxScaler(feature_range=(0,1))
scaled_data = scaler.fit_transform(data['Close'].values.reshape(-1,1))
prediction_days = 60

x_train = []
y_train = []

for x in range (prediction_days, len(scaled_data)):
  x_train.append(scaled_data[x-prediction_days:x,0])
  y_train.append(scaled_data[x,0])

x_train, y_train = np.array(x_train), np.array(y_train)
x_train = np.reshape(x_train, (x_train.shape[0], x_train.shape[1],1))

model = Sequential()
model.add(LSTM(units=50, return_sequences=True, input_shape =(x_train.shape[1],1)))
model.add(Dropout(0.2))
model.add(LSTM(units=50, return_sequences=True))
model.add(Dropout(0.2))
model.add(LSTM(units=50))
model.add(Dropout(0.2))
model.add(Dense(units=1))

model.compile(optimizer='adam', loss='mean_squared_error')
model.fit(x_train, y_train, epochs=25, batch_size=32)

test_start=dt.datetime(2019,1,1)
test_end = dt.datetime.now()

test_data = web.DataReader(company, 'yahoo', test_start, test_end)
actual_prices = test_data['Close'].values

total_dataset = pd.concat((data['Close'],test_data['Close']), axis=0)
model_inputs = total_dataset[len(total_dataset)- len(test_data) - prediction_days:].values
model_inputs = model_inputs.reshape(-1,1)
model_inputs = scaler.transform(model_inputs)


x_test = []

for x in range(prediction_days, len(model_inputs)):
  x_test.append(model_inputs[x-prediction_days:x,0])

x_test = np.array(x_test)
x_test = np.reshape(x_test, (x_test.shape[0],x_test.shape[1],1))

predicted_prices = model.predict(x_test)
predicted_prices = scaler.inverse_transform(predicted_prices)

plt.plot(actual_prices, color = 'black', label = f"Actual{company}  price")
plt.plot(predicted_prices, color = 'green', label = f"Predicted{company}  price")
plt.title(f"{company}  share price")
plt.xlabel ('Time')
plt.ylabel(f"{company}  share price")
plt.legend()
plt.show()

I get the following error我收到以下错误

RemoteDataError: Unable to read URL: https://finance.yahoo.com/quote/FB/history?                
period1=1293854400&period2=1546401599&interval=1d&frequency=1d&filter=history
Response Text:
b'<!DOCTYPE html>\n  <html lang="en-us"><head>\n  <meta http-equiv="content-type" 
content="text/html; charset=UTF-8">\n      <meta charset="utf-8">\n      
<title>Yahoo</title>\n      <meta name="viewport" content="width=device-width,initial- 
scale=1,minimal-ui">\n      <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">\n      
<style>\n  html {\n      height: 100%;\n  }\n  body {\n      background: #fafafc 
url(https://s.yimg.com/nn/img/sad-panda-201402200631.png) 50% 50%;\n      background-size: 
cover;\n      height: 100%;\n      text-align: center;\n      font: 300 18px "helvetica neue", 
helvetica, verdana, tahoma, arial, sans-serif;\n  }\n  table {\n      height: 100%;\n      
width: 100%;\n      table-layout: fixed;\n      border-collapse: collapse;\n      border- 
spacing: 0;\n      border: none;\n  }\n  h1 {\n      font-size: 42px;\n      font-weight: 
400;\n      color: #400090;\n  }\n  p {\n      color: #1A1A1A;\n  }\n  #message-1 {\n      
font-weight: bold;\n      margin: 0;\n  }\n  #message-2 {\n      display: inline-block;\n      
*display: inline;\n      zoom: 1;\n      max-width: 17em;\n      _width: 17em;\n  }\n               
</style>\n  <script>\n    document.write(\'<img src="//geo.yahoo.com/b?s=1197757129&t=\'+new 
Date().getTime()+\'&src=aws&err_url=\'+encodeURIComponent(document.URL)+\'&err=% 
<pssc>&test=\'+encodeURIComponent(\'%<{Bucket}cqh[:200]>\')+\'" width="0px" 
height="0px"/>\');var 
beacon = new Image();beacon.src="//bcn.fp.yahoo.com/p?s=1197757129&t="+ne...

I know the API was having issues earlier but I thought it was resolved by now.我知道 API 之前有问题，但我认为现在已经解决了。 Is there an alternate way to pull the data from the API?有没有其他方法可以从 API 中提取数据？ Any suggestions on how to get around this would be appreciated.任何关于如何解决这个问题的建议将不胜感激。 Not sure why I keep getting this.不知道为什么我一直收到这个。 This used to work fine a few weeks ago.几周前这曾经可以正常工作。 Also, I'm using GoogleColab to run this code.另外，我正在使用 GoogleColab 来运行此代码。

Any suggestions?有什么建议么？

Answer 1

yahoo finance is changed to yfinance .雅虎财经改为yfinance 。 So pip install yfinance and then you could do所以pip install yfinance然后你就可以了

 import yfinance as yf
 yf.pdr_override() 
 from pandas_datareader import data as pdr
 temp_df = pdr.get_data_yahoo("FB", start, end)

It returns a data frame temp_df .它返回一个数据帧temp_df 。

为什么python无法读取雅虎财经API？

问题描述

1 个解决方案

解决方案1
0 2021-07-22 05:21:39

为什么python无法读取雅虎财经API？

问题描述

1 个解决方案

解决方案1 0 2021-07-22 05:21:39

解决方案1
0 2021-07-22 05:21:39