In [ ]:
import sqlite3
# 连接到Chrome的History数据库文件
conn = sqlite3.connect(r'C:\Program Files (x86)\scoped_dir38848_1700028023\Default\History')
# 创建游标对象
cursor = conn.cursor()
# 执行SQL查询语句
cursor.execute("SELECT * FROM downloads")
# 获取查询结果
results = cursor.fetchall()
# 处理查询结果
for row in results:
# 处理每一行数据
print(row)
# 关闭数据库连接
conn.close()
Running cells with 'Python 3.8.12 ('p2h')' requires ipykernel package. Run the following command to install 'ipykernel' into the Python environment. Command: 'conda install -n p2h ipykernel --update-deps --force-reinstall'
In [ ]:
In [1]:
from selenium import webdriver
from selenium.webdriver.common.action_chains import ActionChains
import time
import requests
import cv2
import numpy as np
import re
from selenium.webdriver.chrome.options import Options
from matplotlib import pyplot as plt
import json
import os
import requests
url = "http://www.iwencai.com/gateway/urp/v7/landing/getDataList"
headers = {
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:109.0) Gecko/20100101 Firefox/114.0",
"Accept": "application/json",
"Accept-Language": "zh-CN,zh;q=0.8,zh-TW;q=0.7,zh-HK;q=0.5,en-US;q=0.3,en;q=0.2",
"Accept-Encoding": "gzip, deflate",
"X-Requested-With": "XMLHttpRequest",
"Content-Type": "application/x-www-form-urlencoded",
"hexin-v": "Ay34UW9WNSh6XtHE_dIB00kXPMiiimB367nFBG82a_4zx0M8N9pxLHsO1Rn8",
"Origin": "http://www.iwencai.com",
"Pragma": "no-cache",
"Cache-Control": "no-cache",
}
headers_robot = {
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:109.0) Gecko/20100101 Firefox/114.0",
"Accept": "application/json, text/plain, */*",
"Accept-Language": "zh-CN,zh;q=0.8,zh-TW;q=0.7,zh-HK;q=0.5,en-US;q=0.3,en;q=0.2",
"Accept-Encoding": "gzip, deflate",
"hexin-v": "Ay34UW9WNSh6XtHE_dIB00kXPMiiimB367nFBG82a_4zx0M8N9pxLHsO1Rn8",
"Content-Type": "application/json",
"Cache-control": "no-cache",
"Pragma": "no-cache",
"Origin": "http://www.iwencai.com",
"Connection": "keep-alive",
}
In [2]:
params_dict = {
"A股": 'query=A%E8%82%A1&urp_sort_way=desc&urp_sort_index=%E8%82%A1%E7%A5%A8%E5%B8%82%E5%9C%BA%E7%B1%BB%E5%9E%8B&page={}&perpage=100&addheaderindexes=&condition=%5B%7B%22dateText%22%3A%22%22%2C%22indexName%22%3A%22%E8%82%A1%E7%A5%A8%E5%B8%82%E5%9C%BA%E7%B1%BB%E5%9E%8B%22%2C%22indexProperties%22%3A%5B%22%E5%8C%85%E5%90%ABa%E8%82%A1%22%5D%2C%22child_node%22%3A%22%E8%82%A1%E7%A5%A8%E5%B8%82%E5%9C%BA%E7%B1%BB%E5%9E%8B%22%2C%22ci%22%3Atrue%2C%22source%22%3A%22text2sql%22%2C%22type%22%3A%22index%22%2C%22indexPropertiesMap%22%3A%7B%22%E5%8C%85%E5%90%AB%22%3A%22a%E8%82%A1%22%7D%2C%22reportType%22%3A%22null%22%2C%22ciChunk%22%3A%22a%E8%82%A1%22%2C%22score%22%3A0.0%2C%22createBy%22%3A%22preCache%22%2C%22chunkedResult%22%3A%22a%E8%82%A1%22%2C%22uiText%22%3A%22%E8%82%A1%E7%A5%A8%E5%B8%82%E5%9C%BA%E7%B1%BB%E5%9E%8B%E5%8C%85%E5%90%ABa%E8%82%A1%22%2C%22valueType%22%3A%22_%E8%82%A1%E7%A5%A8%E5%B8%82%E5%9C%BA%E7%B1%BB%E5%9E%8B%22%2C%22domain%22%3A%22abs_%E8%82%A1%E7%A5%A8%E9%A2%86%E5%9F%9F%22%2C%22sonSize%22%3A0%2C%22logid%22%3A%222153904ba1d2079c0c50921f869ded72%22%2C%22dateList%22%3A%5B%5D%7D%5D&codelist=&indexnamelimit=&logid=2153904ba1d2079c0c50921f869ded72&ret=json_all&sessionid=62f7def05187de18b9c62bf6e63fd92e&source=Ths_iwencai_Xuangu&date_range%5B0%5D=20230704&iwc_token=0ac9665916884730868843350&urp_use_sort=1&user_id=Ths_iwencai_Xuangu_u5zzlt5w8y5iyv98z0gv5lnd2yio8g9o&uuids%5B0%5D=24087&query_type=stock&comp_id=6734520&business_cat=soniu&uuid=24087',
"股价创历史新高": "",
"股价创历史新低": "",
"日线周期的连续4根的阴线": "",
"周线周期的连续4根的阴线": 'query=%E5%91%A8%E7%BA%BF%E5%91%A8%E6%9C%9F%E7%9A%84%E8%BF%9E%E7%BB%AD4%E6%A0%B9%E7%9A%84%E9%98%B4%E7%BA%BF&urp_sort_way=&urp_sort_index=&page={}&perpage=100&addheaderindexes=&condition=%5B%7B%22chunkedResult%22%3A%22%E5%91%A8%E7%BA%BF%E5%91%A8%E6%9C%9F%E7%9A%84%E8%BF%9E%E7%BB%AD4%E6%A0%B9%E7%9A%84%E9%98%B4%E7%BA%BF%22%2C%22opName%22%3A%22and%22%2C%22opProperty%22%3A%22%22%2C%22sonSize%22%3A4%2C%22relatedSize%22%3A0%7D%2C%7B%22dateText%22%3A%22%E5%91%A8%E7%BA%BF%E5%91%A8%E6%9C%9F%E8%BF%9E%E7%BB%AD4%E5%A4%A9%22%2C%22indexName%22%3A%22%E5%91%A8%E9%98%B4%E7%BA%BF%22%2C%22indexProperties%22%3A%5B%22%E5%91%A8%E6%9C%9F%E9%95%BF%E5%BA%A6%202%22%2C%22%E5%88%86%E6%9E%90%E5%91%A8%E6%9C%9F%20WEEK%22%2C%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%2020230616%22%5D%2C%22dateUnit%22%3A%22%E6%97%A5%22%2C%22source%22%3A%22new_parser%22%2C%22type%22%3A%22tech%22%2C%22indexPropertiesMap%22%3A%7B%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%22%3A%2220230616%22%2C%22%E5%88%86%E6%9E%90%E5%91%A8%E6%9C%9F%22%3A%22WEEK%22%2C%22%E5%91%A8%E6%9C%9F%E9%95%BF%E5%BA%A6%22%3A%222%22%7D%2C%22reportType%22%3A%22TRADE_DAILY%22%2C%22dateType%22%3A%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%22%2C%22valueType%22%3A%22%22%2C%22domain%22%3A%22abs_%E8%82%A1%E7%A5%A8%E9%A2%86%E5%9F%9F%22%2C%22uiText%22%3A%22%E5%91%A8%E7%BA%BF%E5%91%A8%E6%9C%9F%E7%9A%84%E8%BF%9E%E7%BB%AD4%E5%A4%A9%E7%9A%84%E9%98%B4%E7%BA%BF%22%2C%22sonSize%22%3A0%2C%22queryText%22%3A%22%E5%91%A8%E7%BA%BF%E5%91%A8%E6%9C%9F%E7%9A%84%E8%BF%9E%E7%BB%AD4%E5%A4%A9%E7%9A%84%E9%98%B4%E7%BA%BF%22%2C%22relatedSize%22%3A3%7D%2C%7B%22dateText%22%3A%22%E5%91%A8%E7%BA%BF%E5%91%A8%E6%9C%9F%E8%BF%9E%E7%BB%AD4%E5%A4%A9%22%2C%22indexName%22%3A%22%E5%91%A8%E9%98%B4%E7%BA%BF%22%2C%22indexProperties%22%3A%5B%22%E5%91%A8%E6%9C%9F%E9%95%BF%E5%BA%A6%202%22%2C%22%E5%88%86%E6%9E%90%E5%91%A8%E6%9C%9F%20WEEK%22%2C%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%2020230621%22%5D%2C%22dateUnit%22%3A%22%E6%97%A5%22%2C%22source%22%3A%22new_parser%22%2C%22type%22%3A%22tech%22%2C%22indexPropertiesMap%22%3A%7B%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%22%3A%2220230621%22%2C%22%E5%88%86%E6%9E%90%E5%91%A8%E6%9C%9F%22%3A%22WEEK%22%2C%22%E5%91%A8%E6%9C%9F%E9%95%BF%E5%BA%A6%22%3A%222%22%7D%2C%22reportType%22%3A%22TRADE_DAILY%22%2C%22dateType%22%3A%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%22%2C%22valueType%22%3A%22%22%2C%22domain%22%3A%22abs_%E8%82%A1%E7%A5%A8%E9%A2%86%E5%9F%9F%22%2C%22sonSize%22%3A0%2C%22relatedSize%22%3A0%7D%2C%7B%22dateText%22%3A%22%E5%91%A8%E7%BA%BF%E5%91%A8%E6%9C%9F%E8%BF%9E%E7%BB%AD4%E5%A4%A9%22%2C%22indexName%22%3A%22%E5%91%A8%E9%98%B4%E7%BA%BF%22%2C%22indexProperties%22%3A%5B%22%E5%91%A8%E6%9C%9F%E9%95%BF%E5%BA%A6%202%22%2C%22%E5%88%86%E6%9E%90%E5%91%A8%E6%9C%9F%20WEEK%22%2C%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%2020230630%22%5D%2C%22dateUnit%22%3A%22%E6%97%A5%22%2C%22source%22%3A%22new_parser%22%2C%22type%22%3A%22tech%22%2C%22indexPropertiesMap%22%3A%7B%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%22%3A%2220230630%22%2C%22%E5%88%86%E6%9E%90%E5%91%A8%E6%9C%9F%22%3A%22WEEK%22%2C%22%E5%91%A8%E6%9C%9F%E9%95%BF%E5%BA%A6%22%3A%222%22%7D%2C%22reportType%22%3A%22TRADE_DAILY%22%2C%22dateType%22%3A%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%22%2C%22valueType%22%3A%22%22%2C%22domain%22%3A%22abs_%E8%82%A1%E7%A5%A8%E9%A2%86%E5%9F%9F%22%2C%22sonSize%22%3A0%2C%22relatedSize%22%3A0%7D%2C%7B%22dateText%22%3A%22%E5%91%A8%E7%BA%BF%E5%91%A8%E6%9C%9F%E8%BF%9E%E7%BB%AD4%E5%A4%A9%22%2C%22indexName%22%3A%22%E5%91%A8%E9%98%B4%E7%BA%BF%22%2C%22indexProperties%22%3A%5B%22%E5%91%A8%E6%9C%9F%E9%95%BF%E5%BA%A6%202%22%2C%22%E5%88%86%E6%9E%90%E5%91%A8%E6%9C%9F%20WEEK%22%2C%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%2020230704%22%5D%2C%22dateUnit%22%3A%22%E6%97%A5%22%2C%22source%22%3A%22new_parser%22%2C%22type%22%3A%22tech%22%2C%22indexPropertiesMap%22%3A%7B%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%22%3A%2220230704%22%2C%22%E5%88%86%E6%9E%90%E5%91%A8%E6%9C%9F%22%3A%22WEEK%22%2C%22%E5%91%A8%E6%9C%9F%E9%95%BF%E5%BA%A6%22%3A%222%22%7D%2C%22reportType%22%3A%22TRADE_DAILY%22%2C%22dateType%22%3A%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%22%2C%22valueType%22%3A%22%22%2C%22domain%22%3A%22abs_%E8%82%A1%E7%A5%A8%E9%A2%86%E5%9F%9F%22%2C%22sonSize%22%3A0%2C%22relatedSize%22%3A0%7D%5D&codelist=&indexnamelimit=&logid=cd00ee5ef03ae6a978312084c9a53512&ret=json_all&sessionid=62f7def05187de18b9c62bf6e63fd92e&source=Ths_iwencai_Xuangu&date_range%5B0%5D=20230616&date_range%5B1%5D=20230704&iwc_token=0ac9667a16884788061991293&urp_use_sort=1&user_id=Ths_iwencai_Xuangu_u5zzlt5w8y5iyv98z0gv5lnd2yio8g9o&uuids%5B0%5D=24087&query_type=stock&comp_id=6734520&business_cat=soniu&uuid=24087',
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"月线周期的连续4根的阳线": 'query=%E6%9C%88%E7%BA%BF%E5%91%A8%E6%9C%9F%E7%9A%84%E8%BF%9E%E7%BB%AD4%E6%A0%B9%E7%9A%84%E9%98%B3%E7%BA%BF&urp_sort_way=&urp_sort_index=&page={}&perpage=100&addheaderindexes=&condition=%5B%7B%22chunkedResult%22%3A%22%E6%9C%88%E7%BA%BF%E5%91%A8%E6%9C%9F%E7%9A%84%E8%BF%9E%E7%BB%AD4%E6%A0%B9%E7%9A%84%E9%98%B3%E7%BA%BF%22%2C%22opName%22%3A%22and%22%2C%22opProperty%22%3A%22%22%2C%22sonSize%22%3A4%2C%22relatedSize%22%3A0%7D%2C%7B%22dateText%22%3A%22%E6%9C%88%E7%BA%BF%E5%91%A8%E6%9C%9F%E8%BF%9E%E7%BB%AD4%E5%A4%A9%22%2C%22indexName%22%3A%22%E6%9C%88%E9%98%B3%E7%BA%BF%22%2C%22indexProperties%22%3A%5B%22%E5%91%A8%E6%9C%9F%E9%95%BF%E5%BA%A6%202%22%2C%22%E5%88%86%E6%9E%90%E5%91%A8%E6%9C%9F%20MONTH%22%2C%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%2020230428%22%5D%2C%22dateUnit%22%3A%22%E6%97%A5%22%2C%22source%22%3A%22new_parser%22%2C%22type%22%3A%22tech%22%2C%22indexPropertiesMap%22%3A%7B%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%22%3A%2220230428%22%2C%22%E5%88%86%E6%9E%90%E5%91%A8%E6%9C%9F%22%3A%22MONTH%22%2C%22%E5%91%A8%E6%9C%9F%E9%95%BF%E5%BA%A6%22%3A%222%22%7D%2C%22reportType%22%3A%22TRADE_DAILY%22%2C%22dateType%22%3A%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%22%2C%22valueType%22%3A%22%22%2C%22domain%22%3A%22abs_%E8%82%A1%E7%A5%A8%E9%A2%86%E5%9F%9F%22%2C%22uiText%22%3A%22%E6%9C%88%E7%BA%BF%E5%91%A8%E6%9C%9F%E7%9A%84%E8%BF%9E%E7%BB%AD4%E5%A4%A9%E7%9A%84%E9%98%B3%E7%BA%BF%22%2C%22sonSize%22%3A0%2C%22queryText%22%3A%22%E6%9C%88%E7%BA%BF%E5%91%A8%E6%9C%9F%E7%9A%84%E8%BF%9E%E7%BB%AD4%E5%A4%A9%E7%9A%84%E9%98%B3%E7%BA%BF%22%2C%22relatedSize%22%3A3%7D%2C%7B%22dateText%22%3A%22%E6%9C%88%E7%BA%BF%E5%91%A8%E6%9C%9F%E8%BF%9E%E7%BB%AD4%E5%A4%A9%22%2C%22indexName%22%3A%22%E6%9C%88%E9%98%B3%E7%BA%BF%22%2C%22indexProperties%22%3A%5B%22%E5%91%A8%E6%9C%9F%E9%95%BF%E5%BA%A6%202%22%2C%22%E5%88%86%E6%9E%90%E5%91%A8%E6%9C%9F%20MONTH%22%2C%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%2020230531%22%5D%2C%22dateUnit%22%3A%22%E6%97%A5%22%2C%22source%22%3A%22new_parser%22%2C%22type%22%3A%22tech%22%2C%22indexPropertiesMap%22%3A%7B%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%22%3A%2220230531%22%2C%22%E5%88%86%E6%9E%90%E5%91%A8%E6%9C%9F%22%3A%22MONTH%22%2C%22%E5%91%A8%E6%9C%9F%E9%95%BF%E5%BA%A6%22%3A%222%22%7D%2C%22reportType%22%3A%22TRADE_DAILY%22%2C%22dateType%22%3A%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%22%2C%22valueType%22%3A%22%22%2C%22domain%22%3A%22abs_%E8%82%A1%E7%A5%A8%E9%A2%86%E5%9F%9F%22%2C%22sonSize%22%3A0%2C%22relatedSize%22%3A0%7D%2C%7B%22dateText%22%3A%22%E6%9C%88%E7%BA%BF%E5%91%A8%E6%9C%9F%E8%BF%9E%E7%BB%AD4%E5%A4%A9%22%2C%22indexName%22%3A%22%E6%9C%88%E9%98%B3%E7%BA%BF%22%2C%22indexProperties%22%3A%5B%22%E5%91%A8%E6%9C%9F%E9%95%BF%E5%BA%A6%202%22%2C%22%E5%88%86%E6%9E%90%E5%91%A8%E6%9C%9F%20MONTH%22%2C%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%2020230630%22%5D%2C%22dateUnit%22%3A%22%E6%97%A5%22%2C%22source%22%3A%22new_parser%22%2C%22type%22%3A%22tech%22%2C%22indexPropertiesMap%22%3A%7B%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%22%3A%2220230630%22%2C%22%E5%88%86%E6%9E%90%E5%91%A8%E6%9C%9F%22%3A%22MONTH%22%2C%22%E5%91%A8%E6%9C%9F%E9%95%BF%E5%BA%A6%22%3A%222%22%7D%2C%22reportType%22%3A%22TRADE_DAILY%22%2C%22dateType%22%3A%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%22%2C%22valueType%22%3A%22%22%2C%22domain%22%3A%22abs_%E8%82%A1%E7%A5%A8%E9%A2%86%E5%9F%9F%22%2C%22sonSize%22%3A0%2C%22relatedSize%22%3A0%7D%2C%7B%22dateText%22%3A%22%E6%9C%88%E7%BA%BF%E5%91%A8%E6%9C%9F%E8%BF%9E%E7%BB%AD4%E5%A4%A9%22%2C%22indexName%22%3A%22%E6%9C%88%E9%98%B3%E7%BA%BF%22%2C%22indexProperties%22%3A%5B%22%E5%91%A8%E6%9C%9F%E9%95%BF%E5%BA%A6%202%22%2C%22%E5%88%86%E6%9E%90%E5%91%A8%E6%9C%9F%20MONTH%22%2C%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%2020230704%22%5D%2C%22dateUnit%22%3A%22%E6%97%A5%22%2C%22source%22%3A%22new_parser%22%2C%22type%22%3A%22tech%22%2C%22indexPropertiesMap%22%3A%7B%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%22%3A%2220230704%22%2C%22%E5%88%86%E6%9E%90%E5%91%A8%E6%9C%9F%22%3A%22MONTH%22%2C%22%E5%91%A8%E6%9C%9F%E9%95%BF%E5%BA%A6%22%3A%222%22%7D%2C%22reportType%22%3A%22TRADE_DAILY%22%2C%22dateType%22%3A%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%22%2C%22valueType%22%3A%22%22%2C%22domain%22%3A%22abs_%E8%82%A1%E7%A5%A8%E9%A2%86%E5%9F%9F%22%2C%22sonSize%22%3A0%2C%22relatedSize%22%3A0%7D%5D&codelist=&indexnamelimit=&logid=1e0e53258f31804d64825339f519fcbb&ret=json_all&sessionid=62f7def05187de18b9c62bf6e63fd92e&source=Ths_iwencai_Xuangu&date_range%5B0%5D=20230428&date_range%5B1%5D=20230704&iwc_token=0ac952a716884734851727152&urp_use_sort=1&user_id=Ths_iwencai_Xuangu_u5zzlt5w8y5iyv98z0gv5lnd2yio8g9o&uuids%5B0%5D=24087&query_type=stock&comp_id=6734520&business_cat=soniu&uuid=24087'
}
In [11]:
need_page,error_k
Out[11]:
(['A股', '周线周期的连续4根的阴线', '月线周期的连续4根的阴线', '日线周期的连续4根的阳线', '周线周期的连续4根的阳线', '月线周期的连续4根的阳线'], ['日线周期的连续4根的阳线'])
In [3]:
need_page = []
error_k = []
for k, params in params_dict.items():
for times in range(3):
try:
out_file = f"wencai/{k}.json"
if os.path.exists(out_file) and k not in need_page:
print(out_file, "已存在")
break
url_robot = "http://www.iwencai.com/customized/chart/get-robot-data"
params = {"source":"Ths_iwencai_Xuangu","version":"2.0","query_area":"","block_list":"","add_info":"{\"urp\":{\"scene\":1,\"company\":1,\"business\":1},\"contentType\":\"json\",\"searchInfo\":true}","question":k,"perpage":"100","page":1,"secondary_intent":"stock","log_info":"{\"input_type\":\"typewrite\"}","rsh":"Ths_iwencai_Xuangu_u5zzlt5w8y5iyv98z0gv5lnd2yio8g9o"}
resp = requests.post(url_robot, headers=headers_robot, data=json.dumps(params, ensure_ascii=False).encode('utf-8')).json()
print(resp["data"]["answer"][0]["text_answer"])
data = resp["data"]["answer"][0]["txt"][0]["content"]["components"][0]["data"]
total_count = int(data["meta"]["extra"]["row_count"])
index_name = data["meta"]["extra"]["query"]
datas = []
print({"index_name": index_name, "total_count": total_count})
if (total_count <= 100):
datas.extend(data["datas"])
one_index = {"index_name": index_name, "total_count": total_count, "crawl_num": len(datas), "datas":datas}
print({"index_name": index_name, "total_count": total_count, "crawl_num": len(datas)})
print("=" * 20)
# 将数据写入JSON文件
with open(out_file, "w", encoding="utf-8") as file:
json.dump(one_index, file,ensure_ascii=False)
time.sleep(0.5)
else:
print("需要翻页", k)
need_page.append(k)
except Exception as e:
error_k.append(k)
print(k, "&"*10, "ERROR", e)
else:
break
为你找到5230条结果，包含平安银行(000001.SZ)、陕国投A(000563.SZ)、申万宏源(000166.SZ)等股票，告诉我你感兴趣的股票,我可以给你更多解读.
{'index_name': 'A股', 'total_count': 5230}
需要翻页 A股
为你找到11条结果，包含通力科技(301255.SZ)、宝明科技(002992.SZ)、昆船智能(301311.SZ)等股票，告诉我你感兴趣的股票,我可以给你更多解读.
{'index_name': '股价创历史新高', 'total_count': 11}
{'index_name': '股价创历史新高', 'total_count': 11, 'crawl_num': 11}
====================
为你找到11条结果，包含银河退(000806.SZ)、文化退(300089.SZ)、大通退(000038.SZ)等股票，告诉我你感兴趣的股票,我可以给你更多解读.
{'index_name': '股价创历史新低', 'total_count': 11}
{'index_name': '股价创历史新低', 'total_count': 11, 'crawl_num': 11}
====================
为你找到44条结果，包含万华化学(600309.SH)、建发股份(600153.SH)、皖通高速(600012.SH)等股票，告诉我你感兴趣的股票,我可以给你更多解读.
{'index_name': '日线周期的连续4根的阴线', 'total_count': 44}
{'index_name': '日线周期的连续4根的阴线', 'total_count': 44, 'crawl_num': 44}
====================
为你找到1441条结果，包含首创环保(600008.SH)、皖通高速(600012.SH)、浦发银行(600000.SH)等股票，告诉我你感兴趣的股票,我可以给你更多解读.
{'index_name': '周线周期的连续4根的阴线', 'total_count': 1441}
需要翻页 周线周期的连续4根的阴线
为你找到1977条结果，包含宝钢股份(600019.SH)、上海机场(600009.SH)、包钢股份(600010.SH)等股票，告诉我你感兴趣的股票,我可以给你更多解读.
{'index_name': '月线周期的连续4根的阴线', 'total_count': 1977}
需要翻页 月线周期的连续4根的阴线
{'index_name': '早晨之星日线', 'total_count': 0}
{'index_name': '早晨之星日线', 'total_count': 0, 'crawl_num': 0}
====================
为你找到21条结果，包含天目湖(603136.SH)、黄山旅游(600054.SH)、新华保险(601336.SH)等股票，告诉我你感兴趣的股票,我可以给你更多解读.
{'index_name': '早晨之星周线', 'total_count': 21}
{'index_name': '早晨之星周线', 'total_count': 21, 'crawl_num': 21}
====================
为你找到19条结果，包含汉马科技(600375.SH)、海油工程(600583.SH)、白云机场(600004.SH)等股票，告诉我你感兴趣的股票,我可以给你更多解读.
{'index_name': '早晨之星月线', 'total_count': 19}
{'index_name': '早晨之星月线', 'total_count': 19, 'crawl_num': 19}
====================
{'index_name': '黄昏之星日线', 'total_count': 0}
{'index_name': '黄昏之星日线', 'total_count': 0, 'crawl_num': 0}
====================
{'index_name': '黄昏之星周线', 'total_count': 0}
{'index_name': '黄昏之星周线', 'total_count': 0, 'crawl_num': 0}
====================
黄昏之星月线 &&&&&&&&&& ERROR Expecting value: line 1 column 1 (char 0)
{'index_name': '黄昏之星月线', 'total_count': 0}
{'index_name': '黄昏之星月线', 'total_count': 0, 'crawl_num': 0}
====================
为你找到745条结果，包含中直股份(600038.SH)、东望时代(600052.SH)、东风汽车(600006.SH)等股票，告诉我你感兴趣的股票,我可以给你更多解读.
{'index_name': '日线周期的连续4根的阳线', 'total_count': 745}
需要翻页 日线周期的连续4根的阳线
周线周期的连续4根的阳线 &&&&&&&&&& ERROR Expecting value: line 1 column 1 (char 0)
周线周期的连续4根的阳线 &&&&&&&&&& ERROR Expecting value: line 1 column 1 (char 0)
为你找到2869条结果，包含东风汽车(600006.SH)、中国国贸(600007.SH)、白云机场(600004.SH)等股票，告诉我你感兴趣的股票,我可以给你更多解读.
{'index_name': '周线周期的连续4根的阳线', 'total_count': 2869}
需要翻页 周线周期的连续4根的阳线
为你找到1455条结果，包含东风汽车(600006.SH)、中国国贸(600007.SH)、白云机场(600004.SH)等股票，告诉我你感兴趣的股票,我可以给你更多解读.
{'index_name': '月线周期的连续4根的阳线', 'total_count': 1455}
需要翻页 月线周期的连续4根的阳线
In [4]:
set(need_page),set(error_k)
Out[4]:
({'A股',
'周线周期的连续4根的阳线',
'周线周期的连续4根的阴线',
'日线周期的连续4根的阳线',
'月线周期的连续4根的阳线',
'月线周期的连续4根的阴线'},
{'周线周期的连续4根的阳线', '黄昏之星月线'})
In [19]:
need_page
Out[19]:
['A股', '周线周期的连续4根的阴线', '月线周期的连续4根的阴线', '日线周期的连续4根的阳线', '周线周期的连续4根的阳线', '月线周期的连续4根的阳线']
In [5]:
# params = 'query=%E6%97%A5%E7%BA%BF%E5%91%A8%E6%9C%9F%E7%9A%84%E8%BF%9E%E7%BB%AD4%E6%A0%B9%E7%9A%84%E9%98%B3%E7%BA%BF&urp_sort_index=&urp_sort_way=desc&condition=%5B%7B%22chunkedResult%22%3A%22%E6%97%A5%E7%BA%BF%E5%91%A8%E6%9C%9F%E7%9A%84%E8%BF%9E%E7%BB%AD4%E6%A0%B9%E7%9A%84%E9%98%B3%E7%BA%BF%22%2C%22opName%22%3A%22and%22%2C%22opProperty%22%3A%22%22%2C%22sonSize%22%3A4%2C%22relatedSize%22%3A0%7D%2C%7B%22dateText%22%3A%22%E6%97%A5%E7%BA%BF%E5%91%A8%E6%9C%9F%E8%BF%9E%E7%BB%AD4%E5%A4%A9%22%2C%22indexName%22%3A%22%E9%98%B3%E7%BA%BF%22%2C%22indexProperties%22%3A%5B%22%E5%91%A8%E6%9C%9F%E9%95%BF%E5%BA%A6+0%22%2C%22%E5%88%86%E6%9E%90%E5%91%A8%E6%9C%9F+DAY%22%2C%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F+20230627%22%5D%2C%22dateUnit%22%3A%22%E6%97%A5%22%2C%22source%22%3A%22new_parser%22%2C%22type%22%3A%22tech%22%2C%22indexPropertiesMap%22%3A%7B%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%22%3A%2220230627%22%2C%22%E5%88%86%E6%9E%90%E5%91%A8%E6%9C%9F%22%3A%22DAY%22%2C%22%E5%91%A8%E6%9C%9F%E9%95%BF%E5%BA%A6%22%3A%220%22%7D%2C%22reportType%22%3A%22TRADE_DAILY%22%2C%22dateType%22%3A%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%22%2C%22valueType%22%3A%22%22%2C%22domain%22%3A%22abs_%E8%82%A1%E7%A5%A8%E9%A2%86%E5%9F%9F%22%2C%22uiText%22%3A%22%E6%97%A5%E7%BA%BF%E5%91%A8%E6%9C%9F%E7%9A%84%E8%BF%9E%E7%BB%AD4%E5%A4%A9%E7%9A%84%E9%98%B3%E7%BA%BF%22%2C%22sonSize%22%3A0%2C%22queryText%22%3A%22%E6%97%A5%E7%BA%BF%E5%91%A8%E6%9C%9F%E7%9A%84%E8%BF%9E%E7%BB%AD4%E5%A4%A9%E7%9A%84%E9%98%B3%E7%BA%BF%22%2C%22relatedSize%22%3A3%7D%2C%7B%22dateText%22%3A%22%E6%97%A5%E7%BA%BF%E5%91%A8%E6%9C%9F%E8%BF%9E%E7%BB%AD4%E5%A4%A9%22%2C%22indexName%22%3A%22%E9%98%B3%E7%BA%BF%22%2C%22indexProperties%22%3A%5B%22%E5%91%A8%E6%9C%9F%E9%95%BF%E5%BA%A6+0%22%2C%22%E5%88%86%E6%9E%90%E5%91%A8%E6%9C%9F+DAY%22%2C%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F+20230628%22%5D%2C%22dateUnit%22%3A%22%E6%97%A5%22%2C%22source%22%3A%22new_parser%22%2C%22type%22%3A%22tech%22%2C%22indexPropertiesMap%22%3A%7B%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%22%3A%2220230628%22%2C%22%E5%88%86%E6%9E%90%E5%91%A8%E6%9C%9F%22%3A%22DAY%22%2C%22%E5%91%A8%E6%9C%9F%E9%95%BF%E5%BA%A6%22%3A%220%22%7D%2C%22reportType%22%3A%22TRADE_DAILY%22%2C%22dateType%22%3A%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%22%2C%22valueType%22%3A%22%22%2C%22domain%22%3A%22abs_%E8%82%A1%E7%A5%A8%E9%A2%86%E5%9F%9F%22%2C%22sonSize%22%3A0%2C%22relatedSize%22%3A0%7D%2C%7B%22dateText%22%3A%22%E6%97%A5%E7%BA%BF%E5%91%A8%E6%9C%9F%E8%BF%9E%E7%BB%AD4%E5%A4%A9%22%2C%22indexName%22%3A%22%E9%98%B3%E7%BA%BF%22%2C%22indexProperties%22%3A%5B%22%E5%91%A8%E6%9C%9F%E9%95%BF%E5%BA%A6+0%22%2C%22%E5%88%86%E6%9E%90%E5%91%A8%E6%9C%9F+DAY%22%2C%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F+20230629%22%5D%2C%22dateUnit%22%3A%22%E6%97%A5%22%2C%22source%22%3A%22new_parser%22%2C%22type%22%3A%22tech%22%2C%22indexPropertiesMap%22%3A%7B%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%22%3A%2220230629%22%2C%22%E5%88%86%E6%9E%90%E5%91%A8%E6%9C%9F%22%3A%22DAY%22%2C%22%E5%91%A8%E6%9C%9F%E9%95%BF%E5%BA%A6%22%3A%220%22%7D%2C%22reportType%22%3A%22TRADE_DAILY%22%2C%22dateType%22%3A%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%22%2C%22valueType%22%3A%22%22%2C%22domain%22%3A%22abs_%E8%82%A1%E7%A5%A8%E9%A2%86%E5%9F%9F%22%2C%22sonSize%22%3A0%2C%22relatedSize%22%3A0%7D%2C%7B%22dateText%22%3A%22%E6%97%A5%E7%BA%BF%E5%91%A8%E6%9C%9F%E8%BF%9E%E7%BB%AD4%E5%A4%A9%22%2C%22indexName%22%3A%22%E9%98%B3%E7%BA%BF%22%2C%22indexProperties%22%3A%5B%22%E5%91%A8%E6%9C%9F%E9%95%BF%E5%BA%A6+0%22%2C%22%E5%88%86%E6%9E%90%E5%91%A8%E6%9C%9F+DAY%22%2C%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F+20230630%22%5D%2C%22dateUnit%22%3A%22%E6%97%A5%22%2C%22source%22%3A%22new_parser%22%2C%22type%22%3A%22tech%22%2C%22indexPropertiesMap%22%3A%7B%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%22%3A%2220230630%22%2C%22%E5%88%86%E6%9E%90%E5%91%A8%E6%9C%9F%22%3A%22DAY%22%2C%22%E5%91%A8%E6%9C%9F%E9%95%BF%E5%BA%A6%22%3A%220%22%7D%2C%22reportType%22%3A%22TRADE_DAILY%22%2C%22dateType%22%3A%22%E4%BA%A4%E6%98%93%E6%97%A5%E6%9C%9F%22%2C%22valueType%22%3A%22%22%2C%22domain%22%3A%22abs_%E8%82%A1%E7%A5%A8%E9%A2%86%E5%9F%9F%22%2C%22sonSize%22%3A0%2C%22relatedSize%22%3A0%7D%5D&codelist=&is_cache=1&perpage=30&logid=909af0aa5b80fbe8b503384c918a2eec&page={}&ret=json_all&sessionid=62f7def05187de18b9c62bf6e63fd92e&throughFirst=&iwc_token=0ac9668316881049944526410&urp_use_sort=1&user_id=Ths_iwencai_Xuangu_u5zzlt5w8y5iyv98z0gv5lnd2yio8g9o&uuids%5B0%5D=18369&query_type=stock&comp_id=6773845&business_cat=soniu&uuid=18369'
for params in need_page + error_k:
out_file = f"wencai/{params}.json"
if os.path.exists(out_file):
print(out_file, "已存在")
continue
params = params_dict.get(params)
# params = 'query=A%E8%82%A1&urp_sort_way=desc&urp_sort_index=%E8%82%A1%E7%A5%A8%E5%B8%82%E5%9C%BA%E7%B1%BB%E5%9E%8B&page={}&perpage=100&addheaderindexes=&condition=%5B%7B%22dateText%22%3A%22%22%2C%22indexName%22%3A%22%E8%82%A1%E7%A5%A8%E5%B8%82%E5%9C%BA%E7%B1%BB%E5%9E%8B%22%2C%22indexProperties%22%3A%5B%22%E5%8C%85%E5%90%ABa%E8%82%A1%22%5D%2C%22child_node%22%3A%22%E8%82%A1%E7%A5%A8%E5%B8%82%E5%9C%BA%E7%B1%BB%E5%9E%8B%22%2C%22ci%22%3Atrue%2C%22source%22%3A%22text2sql%22%2C%22type%22%3A%22index%22%2C%22indexPropertiesMap%22%3A%7B%22%E5%8C%85%E5%90%AB%22%3A%22a%E8%82%A1%22%7D%2C%22reportType%22%3A%22null%22%2C%22ciChunk%22%3A%22a%E8%82%A1%22%2C%22score%22%3A0.0%2C%22createBy%22%3A%22preCache%22%2C%22chunkedResult%22%3A%22a%E8%82%A1%22%2C%22uiText%22%3A%22%E8%82%A1%E7%A5%A8%E5%B8%82%E5%9C%BA%E7%B1%BB%E5%9E%8B%E5%8C%85%E5%90%ABa%E8%82%A1%22%2C%22valueType%22%3A%22_%E8%82%A1%E7%A5%A8%E5%B8%82%E5%9C%BA%E7%B1%BB%E5%9E%8B%22%2C%22domain%22%3A%22abs_%E8%82%A1%E7%A5%A8%E9%A2%86%E5%9F%9F%22%2C%22sonSize%22%3A0%2C%22logid%22%3A%228f1ccd5b10caf40b3a67bcf7601b9cee%22%2C%22dateList%22%3A%5B%5D%7D%5D&codelist=&indexnamelimit=&logid=8f1ccd5b10caf40b3a67bcf7601b9cee&ret=json_all&sessionid=62f7def05187de18b9c62bf6e63fd92e&source=Ths_iwencai_Xuangu&date_range%5B0%5D=20230630&iwc_token=0ac952a916881167502266827&urp_use_sort=1&user_id=Ths_iwencai_Xuangu_u5zzlt5w8y5iyv98z0gv5lnd2yio8g9o&uuids%5B0%5D=24087&query_type=stock&comp_id=6734520&business_cat=soniu&uuid=24087'
resp = requests.post(url, headers=headers, data=params.format(1)).json()
data = resp["answer"]["components"][0]["data"]
total_count = int(data["meta"]["extra"]["row_count"])
index_name = data["meta"]["extra"]["query"]
datas = []
for page in range(1, total_count // 100 + 2):
for times in range(3):
try:
print(data["meta"]["page"],
times,
data["meta"]["extra"]["query"],
data["meta"]["extra"]["row_count"],
len(datas))
resp = requests.post(url, headers=headers,
data=params.format(page)).json()
data = resp["answer"]["components"][0]["data"]
datas.extend(data["datas"])
time.sleep(0.2)
except Exception as e:
print(e)
else:
break
one_index = {"index_name": index_name, "total_count": total_count,
"crawl_num": len(datas), "datas": datas}
print({"index_name": index_name,
"total_count": total_count, "crawl_num": len(datas)})
# 将数据写入JSON文件
with open(f"wencai/{index_name}.json", "w", encoding="utf-8") as file:
json.dump(one_index, file, ensure_ascii=False)
1 0 A股 5230 0
1 0 A股 5230 100
2 0 A股 5230 200
3 0 A股 5230 300
4 0 A股 5230 400
5 0 A股 5230 500
6 0 A股 5230 600
7 0 A股 5230 700
8 0 A股 5230 800
9 0 A股 5230 900
10 0 A股 5230 1000
11 0 A股 5230 1100
12 0 A股 5230 1200
13 0 A股 5230 1300
14 0 A股 5230 1400
15 0 A股 5230 1500
16 0 A股 5230 1600
17 0 A股 5230 1700
18 0 A股 5230 1800
19 0 A股 5230 1900
20 0 A股 5230 2000
21 0 A股 5230 2100
22 0 A股 5230 2200
23 0 A股 5230 2300
24 0 A股 5230 2400
25 0 A股 5230 2500
26 0 A股 5230 2600
27 0 A股 5230 2700
28 0 A股 5230 2800
29 0 A股 5230 2900
30 0 A股 5230 3000
31 0 A股 5230 3100
32 0 A股 5230 3200
33 0 A股 5230 3300
34 0 A股 5230 3400
35 0 A股 5230 3500
36 0 A股 5230 3600
37 0 A股 5230 3700
38 0 A股 5230 3800
39 0 A股 5230 3900
40 0 A股 5230 4000
41 0 A股 5230 4100
42 0 A股 5230 4200
43 0 A股 5230 4300
44 0 A股 5230 4400
45 0 A股 5230 4500
46 0 A股 5230 4600
47 0 A股 5230 4700
48 0 A股 5230 4800
49 0 A股 5230 4900
50 0 A股 5230 5000
51 0 A股 5230 5100
52 0 A股 5230 5200
{'index_name': 'A股', 'total_count': 5230, 'crawl_num': 5230}
1 0 周线周期的连续4根的阴线 1441 0
1 0 周线周期的连续4根的阴线 1441 100
2 0 周线周期的连续4根的阴线 1441 200
3 0 周线周期的连续4根的阴线 1441 300
4 0 周线周期的连续4根的阴线 1441 400
5 0 周线周期的连续4根的阴线 1441 500
6 0 周线周期的连续4根的阴线 1441 600
7 0 周线周期的连续4根的阴线 1441 700
8 0 周线周期的连续4根的阴线 1441 800
9 0 周线周期的连续4根的阴线 1441 900
10 0 周线周期的连续4根的阴线 1441 1000
11 0 周线周期的连续4根的阴线 1441 1100
12 0 周线周期的连续4根的阴线 1441 1200
13 0 周线周期的连续4根的阴线 1441 1300
14 0 周线周期的连续4根的阴线 1441 1400
{'index_name': '周线周期的连续4根的阴线', 'total_count': 1441, 'crawl_num': 1441}
1 0 月线周期的连续4根的阴线 1977 0
1 0 月线周期的连续4根的阴线 1977 100
2 0 月线周期的连续4根的阴线 1977 200
3 0 月线周期的连续4根的阴线 1977 300
4 0 月线周期的连续4根的阴线 1977 400
5 0 月线周期的连续4根的阴线 1977 500
6 0 月线周期的连续4根的阴线 1977 600
7 0 月线周期的连续4根的阴线 1977 700
8 0 月线周期的连续4根的阴线 1977 800
9 0 月线周期的连续4根的阴线 1977 900
10 0 月线周期的连续4根的阴线 1977 1000
11 0 月线周期的连续4根的阴线 1977 1100
12 0 月线周期的连续4根的阴线 1977 1200
13 0 月线周期的连续4根的阴线 1977 1300
14 0 月线周期的连续4根的阴线 1977 1400
15 0 月线周期的连续4根的阴线 1977 1500
16 0 月线周期的连续4根的阴线 1977 1600
17 0 月线周期的连续4根的阴线 1977 1700
18 0 月线周期的连续4根的阴线 1977 1800
19 0 月线周期的连续4根的阴线 1977 1900
{'index_name': '月线周期的连续4根的阴线', 'total_count': 1977, 'crawl_num': 1977}
1 0 日线周期的连续4根的阳线 745 0
1 0 日线周期的连续4根的阳线 745 100
2 0 日线周期的连续4根的阳线 745 200
3 0 日线周期的连续4根的阳线 745 300
4 0 日线周期的连续4根的阳线 745 400
5 0 日线周期的连续4根的阳线 745 500
6 0 日线周期的连续4根的阳线 745 600
7 0 日线周期的连续4根的阳线 745 700
{'index_name': '日线周期的连续4根的阳线', 'total_count': 745, 'crawl_num': 745}
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{'index_name': '周线周期的连续4根的阳线', 'total_count': 2869, 'crawl_num': 2869}
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{'index_name': '月线周期的连续4根的阳线', 'total_count': 1455, 'crawl_num': 1455}
wencai/黄昏之星月线.json 已存在
wencai/周线周期的连续4根的阳线.json 已存在
wencai/周线周期的连续4根的阳线.json 已存在
In [11]:
import requests
zbs = [
"26:7",
"27:7",
"53:7",
"53:8",
"53:9",
"56:7",
"56:8",
"56:9",
"57:7",
"57:8",
"57:9",
"85:7",
"85:8",
"85:9",
]
url2 = "http://61.129.116.49:2962/api/zbtostock/get?Ud=99&Fl=-1&Zb="
headers2 = {
"Content-Type": "application/x-www-form-urlencoded; charset=UTF-8",
"Ver": "8.9.1",
"Cver": "com.android.eastmoney.berlin",
"Cid": "4",
"Ut": "420734c9fc3deae885c497e13a5e2379b0d28883",
"St": "",
}
index_names = ["今日创历史新高",
"今日创历史新低",
"四串阴(日线)",
"四串阴(周线)",
"四串阴(月线)",
"早晨之星(日线)",
"早晨之星(周线)",
"早晨之星(月线)",
"黄昏之星(日度)",
"黄昏之星(周度)",
"黄昏之星(月度)",
"四串阳(日线)",
"四串阳(周线)",
"四串阳(月线)",
]
for ind, zb in enumerate(zbs):
resp = requests.post(url2+zb, headers=headers2).json()
datas = resp["data"]["Code"]
index_name = index_names[ind]
total_count = resp["data"]["_count"]
one_index = {"index_name": zb, "total_count": total_count,
"crawl_num": len(datas), "datas": datas}
print({"index_name": index_name,
"total_count": total_count, "crawl_num": len(datas)})
out_file = f"dc/{index_name}.json"
# 将数据写入JSON文件
with open(out_file, "w", encoding="utf-8") as file:
json.dump(one_index, file, ensure_ascii=False)
time.sleep(0.2)
{'index_name': '今日创历史新高', 'total_count': 19, 'crawl_num': 19}
{'index_name': '今日创历史新低', 'total_count': 5, 'crawl_num': 5}
{'index_name': '四串阴(日线)', 'total_count': 44, 'crawl_num': 44}
{'index_name': '四串阴(周线)', 'total_count': 111, 'crawl_num': 111}
{'index_name': '四串阴(月线)', 'total_count': 122, 'crawl_num': 122}
{'index_name': '早晨之星(日线)', 'total_count': 0, 'crawl_num': 0}
{'index_name': '早晨之星(周线)', 'total_count': 21, 'crawl_num': 21}
{'index_name': '早晨之星(月线)', 'total_count': 19, 'crawl_num': 19}
{'index_name': '黄昏之星(日度)', 'total_count': 2, 'crawl_num': 2}
{'index_name': '黄昏之星(周度)', 'total_count': 2, 'crawl_num': 2}
{'index_name': '黄昏之星(月度)', 'total_count': 2, 'crawl_num': 2}
{'index_name': '四串阳(日线)', 'total_count': 745, 'crawl_num': 745}
{'index_name': '四串阳(周线)', 'total_count': 370, 'crawl_num': 370}
{'index_name': '四串阳(月线)', 'total_count': 166, 'crawl_num': 166}
In [ ]:
index_names = ["今日创历史新高",
"今日创历史新低",
"四串阴(日线)",
"四串阴(周线)",
"四串阴(月线)",
"早晨之星(日线)",
"早晨之星(周线)",
"早晨之星(月线)",
"黄昏之星(日度)",
"黄昏之星(周度)",
"黄昏之星(月度)",
"四串阳(日线)",
"四串阳(周线)",
"四串阳(月线)",
]
for keyword in index_names:
data = {
"emNo": "210891",
"emName": "梁德胜",
"sortName": "",
"sortWay": "",
"keyWord": keyword,
"pageNo": 1,
"pageSize": 2000
}
response = requests.post(url, headers=headers, json=data)
data = response.json()["data"]
index_name = data["pickConditionsList"][0][0]["describe"]
total_count = data["pickConditionsList"][0][0]["count"]
datas = data["data"]["datas"]
one_index = {"index_name": index_name, "total_count": total_count,
"crawl_num": len(datas), "datas": datas}
print({"index_name": index_name,
"total_count": total_count, "crawl_num": len(datas)})
out_file = f"dc/{index_name}.json"
# 将数据写入JSON文件
with open(out_file, "w", encoding="utf-8") as file:
json.dump(one_index, file, ensure_ascii=False)
time.sleep(1)
In [1]:
import requests
url = "https://np-collection.eastmoney.com/api/smart-tag/stock/search-code"
headers = {
"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:109.0) Gecko/20100101 Firefox/114.0",
"Accept": "application/json, text/plain, */*",
"Accept-Language": "zh-CN,zh;q=0.8,zh-TW;q=0.7,zh-HK;q=0.5,en-US;q=0.3,en;q=0.2",
"Accept-Encoding": "gzip, deflate, br",
"Content-Type": "application/json",
"Origin": "https://np-smart-tag.eastmoney.com",
"Referer": "https://np-smart-tag.eastmoney.com/",
"Sec-Fetch-Dest": "empty",
"Sec-Fetch-Mode": "cors",
"Sec-Fetch-Site": "same-site",
"Pragma": "no-cache",
"Cache-Control": "no-cache"
}
data = {
"emNo": "210891",
"emName": "梁德胜",
"sortName": "",
"sortWay": "",
"keyWord": "A股",
"pageNo": 1,
"pageSize": 20000
}
response = requests.post(url, headers=headers, json=data)
data = response.json()["data"]
index_name = data["pickConditionsList"][0][0]["describe"]
total_count = data["pickConditionsList"][0][0]["count"]
datas = data["data"]["datas"]
# dc_all_codes = set(map(lambda it: it["SECURITY_CODE"]+"."+it["MARKET_SHORT_NAME"], datas))
dc_all_codes = set(map(lambda it: it["SECURITY_CODE"], datas))
len(dc_all_codes)
Out[1]:
5224
In [2]:
set(map(lambda it: it["MARKET_SHORT_NAME"], datas))
Out[2]:
{'BJ', 'SH', 'SZ'}
In [4]:
import json
print(json.dumps(datas, ensure_ascii=False))
[{"SECURITYTYPE": "A股", "SERIAL": 1, "NEWEST_PRICE": "46.20", "CHG": "78.93", "SECURITY_SHORT_NAME": "N朗威", "TRADING_VOLUMES": "5.30亿", "PCHG": "20.38", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "301202"}, {"SECURITYTYPE": "A股", "SERIAL": 2, "NEWEST_PRICE": "26.42", "CHG": "19.98", "SECURITY_SHORT_NAME": "光智科技", "TRADING_VOLUMES": "3.87亿", "PCHG": "4.40", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "300489"}, {"SECURITYTYPE": "A股", "SERIAL": 3, "NEWEST_PRICE": "53.95", "CHG": "15.03", "SECURITY_SHORT_NAME": "华安鑫创", "TRADING_VOLUMES": "3.20亿", "PCHG": "7.05", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "300928"}, {"SECURITYTYPE": "A股", "SERIAL": 4, "NEWEST_PRICE": "19.77", "CHG": "14.41", "SECURITY_SHORT_NAME": "明阳科技", "TRADING_VOLUMES": "4021.46万", "PCHG": "2.49", "MARKET_SHORT_NAME": "BJ", "SECURITY_CODE": "837663"}, {"SECURITYTYPE": "A股", "SERIAL": 5, "NEWEST_PRICE": "76.25", "CHG": "13.27", "SECURITY_SHORT_NAME": "光庭信息", "TRADING_VOLUMES": "6.84亿", "PCHG": "8.93", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "301221"}, {"SECURITYTYPE": "A股", "SERIAL": 6, "NEWEST_PRICE": "30.99", "CHG": "11.88", "SECURITY_SHORT_NAME": "恒光股份", "TRADING_VOLUMES": "1.49亿", "PCHG": "3.29", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "301118"}, {"SECURITYTYPE": "A股", "SERIAL": 7, "NEWEST_PRICE": "22.00", "CHG": "10.83", "SECURITY_SHORT_NAME": "德迈仕", "TRADING_VOLUMES": "7.11亿", "PCHG": "2.15", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "301007"}, {"SECURITYTYPE": "A股", "SERIAL": 8, "NEWEST_PRICE": "5.34", "CHG": "10.10", "SECURITY_SHORT_NAME": "大连热电", "TRADING_VOLUMES": "527.44万", "PCHG": "0.49", "MARKET_SHORT_NAME": "SH", "SECURITY_CODE": "600719"}, {"SECURITYTYPE": "A股", "SERIAL": 9, "NEWEST_PRICE": "69.00", "CHG": "10.10", "SECURITY_SHORT_NAME": "华海诚科", "TRADING_VOLUMES": "8887.18万", "PCHG": "6.33", "MARKET_SHORT_NAME": "SH", "SECURITY_CODE": "688535"}, {"SECURITYTYPE": "A股", "SERIAL": 10, "NEWEST_PRICE": "5.81", "CHG": "10.04", "SECURITY_SHORT_NAME": "赫美集团", "TRADING_VOLUMES": "1.26亿", "PCHG": "0.53", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "002356"}, {"SECURITYTYPE": "A股", "SERIAL": 11, "NEWEST_PRICE": "16.90", "CHG": "10.03", "SECURITY_SHORT_NAME": "凯众股份", "TRADING_VOLUMES": "8453.40万", "PCHG": "1.54", "MARKET_SHORT_NAME": "SH", "SECURITY_CODE": "603037"}, {"SECURITYTYPE": "A股", "SERIAL": 12, "NEWEST_PRICE": "14.48", "CHG": "10.03", "SECURITY_SHORT_NAME": "华锋股份", "TRADING_VOLUMES": "1.77亿", "PCHG": "1.32", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "002806"}, {"SECURITYTYPE": "A股", "SERIAL": 13, "NEWEST_PRICE": "14.40", "CHG": "10.01", "SECURITY_SHORT_NAME": "云南锗业", "TRADING_VOLUMES": "4.92亿", "PCHG": "1.31", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "002428"}, {"SECURITYTYPE": "A股", "SERIAL": 14, "NEWEST_PRICE": "6.27", "CHG": "10.00", "SECURITY_SHORT_NAME": "兴民智通", "TRADING_VOLUMES": "2.55亿", "PCHG": "0.57", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "002355"}, {"SECURITYTYPE": "A股", "SERIAL": 15, "NEWEST_PRICE": "13.86", "CHG": "10.00", "SECURITY_SHORT_NAME": "浙江世宝", "TRADING_VOLUMES": "2838.82万", "PCHG": "1.26", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "002703"}, {"SECURITYTYPE": "A股", "SERIAL": 16, "NEWEST_PRICE": "23.87", "CHG": "10.00", "SECURITY_SHORT_NAME": "世茂能源", "TRADING_VOLUMES": "2.48亿", "PCHG": "2.17", "MARKET_SHORT_NAME": "SH", "SECURITY_CODE": "605028"}, {"SECURITYTYPE": "A股", "SERIAL": 17, "NEWEST_PRICE": "7.60", "CHG": "9.99", "SECURITY_SHORT_NAME": "罗平锌电", "TRADING_VOLUMES": "2.17亿", "PCHG": "0.69", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "002114"}, {"SECURITYTYPE": "A股", "SERIAL": 18, "NEWEST_PRICE": "16.84", "CHG": "9.99", "SECURITY_SHORT_NAME": "飞龙股份", "TRADING_VOLUMES": "8.56亿", "PCHG": "1.53", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "002536"}, {"SECURITYTYPE": "A股", "SERIAL": 19, "NEWEST_PRICE": "19.15", "CHG": "9.99", "SECURITY_SHORT_NAME": "合兴股份", "TRADING_VOLUMES": "3104.98万", "PCHG": "1.74", "MARKET_SHORT_NAME": "SH", "SECURITY_CODE": "605005"}, {"SECURITYTYPE": "A股", "SERIAL": 20, "NEWEST_PRICE": "18.95", "CHG": "9.98", "SECURITY_SHORT_NAME": "豪美新材", "TRADING_VOLUMES": "5133.46万", "PCHG": "1.72", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "002988"}, {"SECURITYTYPE": "A股", "SERIAL": 21, "NEWEST_PRICE": "16.53", "CHG": "9.98", "SECURITY_SHORT_NAME": "金龙羽", "TRADING_VOLUMES": "1.91亿", "PCHG": "1.50", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "002882"}, {"SECURITYTYPE": "A股", "SERIAL": 22, "NEWEST_PRICE": "3.32", "CHG": "9.93", "SECURITY_SHORT_NAME": "莱茵体育", "TRADING_VOLUMES": "1.03亿", "PCHG": "0.30", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "000558"}, {"SECURITYTYPE": "A股", "SERIAL": 23, "NEWEST_PRICE": "21.04", "CHG": "9.53", "SECURITY_SHORT_NAME": "德尔股份", "TRADING_VOLUMES": "3.69亿", "PCHG": "1.83", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "300473"}, {"SECURITYTYPE": "A股", "SERIAL": 24, "NEWEST_PRICE": "28.60", "CHG": "8.87", "SECURITY_SHORT_NAME": "中捷精工", "TRADING_VOLUMES": "1.31亿", "PCHG": "2.33", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "301072"}, {"SECURITYTYPE": "A股", "SERIAL": 25, "NEWEST_PRICE": "71.95", "CHG": "8.85", "SECURITY_SHORT_NAME": "汇川技术", "TRADING_VOLUMES": "14.76亿", "PCHG": "5.85", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "300124"}, {"SECURITYTYPE": "A股", "SERIAL": 26, "NEWEST_PRICE": "5.50", "CHG": "8.70", "SECURITY_SHORT_NAME": "林州重机", "TRADING_VOLUMES": "6.37亿", "PCHG": "0.44", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "002535"}, {"SECURITYTYPE": "A股", "SERIAL": 27, "NEWEST_PRICE": "22.23", "CHG": "8.60", "SECURITY_SHORT_NAME": "震有科技", "TRADING_VOLUMES": "1.29亿", "PCHG": "1.76", "MARKET_SHORT_NAME": "SH", "SECURITY_CODE": "688418"}, {"SECURITYTYPE": "A股", "SERIAL": 28, "NEWEST_PRICE": "23.18", "CHG": "8.07", "SECURITY_SHORT_NAME": "捷安高科", "TRADING_VOLUMES": "1.49亿", "PCHG": "1.73", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "300845"}, {"SECURITYTYPE": "A股", "SERIAL": 29, "NEWEST_PRICE": "43.67", "CHG": "8.07", "SECURITY_SHORT_NAME": "安靠智电", "TRADING_VOLUMES": "1.51亿", "PCHG": 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"SECURITY_CODE": "688302"}, {"SECURITYTYPE": "A股", "SERIAL": 5170, "NEWEST_PRICE": "19.32", "CHG": "-5.20", "SECURITY_SHORT_NAME": "华脉科技", "TRADING_VOLUMES": "2.89亿", "PCHG": "-1.06", "MARKET_SHORT_NAME": "SH", "SECURITY_CODE": "603042"}, {"SECURITYTYPE": "A股", "SERIAL": 5171, "NEWEST_PRICE": "48.93", "CHG": "-5.27", "SECURITY_SHORT_NAME": "首药控股-U", "TRADING_VOLUMES": "2263.39万", "PCHG": "-2.72", "MARKET_SHORT_NAME": "SH", "SECURITY_CODE": "688197"}, {"SECURITYTYPE": "A股", "SERIAL": 5172, "NEWEST_PRICE": "9.69", "CHG": "-5.28", "SECURITY_SHORT_NAME": "汉宇集团", "TRADING_VOLUMES": "2.56亿", "PCHG": "-0.54", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "300403"}, {"SECURITYTYPE": "A股", "SERIAL": 5173, "NEWEST_PRICE": "19.59", "CHG": "-5.36", "SECURITY_SHORT_NAME": "骏创科技", "TRADING_VOLUMES": "3977.25万", "PCHG": "-1.11", "MARKET_SHORT_NAME": "BJ", "SECURITY_CODE": "833533"}, {"SECURITYTYPE": "A股", "SERIAL": 5174, "NEWEST_PRICE": "4.39", "CHG": "-5.39", "SECURITY_SHORT_NAME": "巨轮智能", "TRADING_VOLUMES": "8.97亿", "PCHG": "-0.25", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "002031"}, {"SECURITYTYPE": "A股", "SERIAL": 5175, "NEWEST_PRICE": "6.09", "CHG": "-5.43", "SECURITY_SHORT_NAME": "康恩贝", "TRADING_VOLUMES": "2.69亿", "PCHG": "-0.35", "MARKET_SHORT_NAME": "SH", "SECURITY_CODE": "600572"}, {"SECURITYTYPE": "A股", "SERIAL": 5176, "NEWEST_PRICE": "30.90", "CHG": "-5.65", "SECURITY_SHORT_NAME": "巨星农牧", "TRADING_VOLUMES": "9876.78万", "PCHG": "-1.85", "MARKET_SHORT_NAME": "SH", "SECURITY_CODE": "603477"}, {"SECURITYTYPE": "A股", "SERIAL": 5177, "NEWEST_PRICE": "10.76", "CHG": "-5.78", "SECURITY_SHORT_NAME": "爱仕达", "TRADING_VOLUMES": "1.47亿", "PCHG": "-0.66", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "002403"}, {"SECURITYTYPE": "A股", "SERIAL": 5178, "NEWEST_PRICE": "127.64", "CHG": "-5.79", "SECURITY_SHORT_NAME": "鼎智科技", "TRADING_VOLUMES": "6781.67万", "PCHG": "-7.84", "MARKET_SHORT_NAME": "BJ", "SECURITY_CODE": "873593"}, {"SECURITYTYPE": "A股", "SERIAL": 5179, "NEWEST_PRICE": "8.47", "CHG": "-5.89", "SECURITY_SHORT_NAME": "襄阳轴承", "TRADING_VOLUMES": "3.93亿", "PCHG": "-0.53", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "000678"}, {"SECURITYTYPE": "A股", "SERIAL": 5180, "NEWEST_PRICE": "14.00", "CHG": "-5.91", "SECURITY_SHORT_NAME": "科力尔", "TRADING_VOLUMES": "3.96亿", "PCHG": "-0.88", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "002892"}, {"SECURITYTYPE": "A股", "SERIAL": 5181, "NEWEST_PRICE": "14.44", "CHG": "-6.17", "SECURITY_SHORT_NAME": "东风科技", "TRADING_VOLUMES": "1.47亿", "PCHG": "-0.95", "MARKET_SHORT_NAME": "SH", "SECURITY_CODE": "600081"}, {"SECURITYTYPE": "A股", "SERIAL": 5182, "NEWEST_PRICE": "23.43", "CHG": "-6.50", "SECURITY_SHORT_NAME": "海思科", "TRADING_VOLUMES": "1.04亿", "PCHG": "-1.63", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "002653"}, {"SECURITYTYPE": "A股", "SERIAL": 5183, "NEWEST_PRICE": "83.52", "CHG": "-7.21", "SECURITY_SHORT_NAME": "C豪恩", "TRADING_VOLUMES": "5.34亿", "PCHG": "-6.49", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "301488"}, {"SECURITYTYPE": "A股", "SERIAL": 5184, "NEWEST_PRICE": "32.88", "CHG": "-7.28", "SECURITY_SHORT_NAME": "迪哲医药-U", "TRADING_VOLUMES": "3799.88万", "PCHG": "-2.58", "MARKET_SHORT_NAME": "SH", "SECURITY_CODE": "688192"}, {"SECURITYTYPE": "A股", "SERIAL": 5185, "NEWEST_PRICE": "17.36", "CHG": "-7.36", "SECURITY_SHORT_NAME": "德恩精工", "TRADING_VOLUMES": "1.10亿", "PCHG": "-1.38", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "300780"}, {"SECURITYTYPE": "A股", "SERIAL": 5186, "NEWEST_PRICE": "28.37", "CHG": "-8.31", "SECURITY_SHORT_NAME": "迪瑞医疗", "TRADING_VOLUMES": "6771.70万", "PCHG": "-2.57", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "300396"}, {"SECURITYTYPE": "A股", "SERIAL": 5187, "NEWEST_PRICE": "9.70", "CHG": "-8.32", "SECURITY_SHORT_NAME": "精进电动-UW", "TRADING_VOLUMES": "1.05亿", "PCHG": "-0.88", "MARKET_SHORT_NAME": "SH", "SECURITY_CODE": "688280"}, {"SECURITYTYPE": "A股", "SERIAL": 5188, "NEWEST_PRICE": "34.28", "CHG": "-9.07", "SECURITY_SHORT_NAME": "绝味食品", "TRADING_VOLUMES": "3.76亿", "PCHG": "-3.42", "MARKET_SHORT_NAME": "SH", "SECURITY_CODE": "603517"}, {"SECURITYTYPE": "A股", "SERIAL": 5189, "NEWEST_PRICE": "21.55", "CHG": "-9.49", "SECURITY_SHORT_NAME": "昊志机电", "TRADING_VOLUMES": "6.18亿", "PCHG": "-2.26", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "300503"}, {"SECURITYTYPE": "A股", "SERIAL": 5190, "NEWEST_PRICE": "17.96", "CHG": "-9.97", "SECURITY_SHORT_NAME": "南方精工", "TRADING_VOLUMES": "1.04亿", "PCHG": "-1.99", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "002553"}, {"SECURITYTYPE": "A股", "SERIAL": 5191, "NEWEST_PRICE": "13.64", "CHG": "-9.97", "SECURITY_SHORT_NAME": "中马传动", "TRADING_VOLUMES": "2.15亿", "PCHG": "-1.51", "MARKET_SHORT_NAME": "SH", "SECURITY_CODE": "603767"}, {"SECURITYTYPE": "A股", "SERIAL": 5192, "NEWEST_PRICE": "30.47", "CHG": "-10.28", "SECURITY_SHORT_NAME": "优德精密", "TRADING_VOLUMES": "2.72亿", "PCHG": "-3.49", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "300549"}, {"SECURITYTYPE": "A股", "SERIAL": 5193, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "志晟信息", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "BJ", "SECURITY_CODE": "832171"}, {"SECURITYTYPE": "A股", "SERIAL": 5194, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "天纺标", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "BJ", "SECURITY_CODE": "871753"}, {"SECURITYTYPE": "A股", "SERIAL": 5195, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "云里物里", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "BJ", "SECURITY_CODE": "872374"}, {"SECURITYTYPE": "A股", "SERIAL": 5196, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "ST泰禾", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "000732"}, {"SECURITYTYPE": "A股", "SERIAL": 5197, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "创维数字", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "000810"}, {"SECURITYTYPE": "A股", "SERIAL": 5198, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "*ST紫鑫", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "002118"}, {"SECURITYTYPE": "A股", "SERIAL": 5199, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "退市紫晶", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "SH", "SECURITY_CODE": "688086"}, {"SECURITYTYPE": "A股", "SERIAL": 5200, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "科达自控", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "BJ", "SECURITY_CODE": "831832"}, {"SECURITYTYPE": "A股", "SERIAL": 5201, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "欧康医药", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "BJ", "SECURITY_CODE": "833230"}, {"SECURITYTYPE": "A股", "SERIAL": 5202, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "驰诚股份", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "BJ", "SECURITY_CODE": "834407"}, {"SECURITYTYPE": "A股", "SERIAL": 5203, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "殷图网联", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "BJ", "SECURITY_CODE": "835508"}, {"SECURITYTYPE": "A股", "SERIAL": 5204, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "恒立钻具", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "BJ", "SECURITY_CODE": "836942"}, {"SECURITYTYPE": "A股", "SERIAL": 5205, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "ST阳光城", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "000671"}, {"SECURITYTYPE": "A股", "SERIAL": 5206, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "先锋新材", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "300163"}, {"SECURITYTYPE": "A股", "SERIAL": 5207, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "ST粤泰", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "SH", "SECURITY_CODE": "600393"}, {"SECURITYTYPE": "A股", "SERIAL": 5208, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "科创新材", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "BJ", "SECURITY_CODE": "833580"}, {"SECURITYTYPE": "A股", "SERIAL": 5209, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "中科美菱", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "BJ", "SECURITY_CODE": "835892"}, {"SECURITYTYPE": "A股", "SERIAL": 5210, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "天马新材", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "BJ", "SECURITY_CODE": "838971"}, {"SECURITYTYPE": "A股", "SERIAL": 5211, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "烽火电子", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "000561"}, {"SECURITYTYPE": "A股", "SERIAL": 5212, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "*ST海投", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "000616"}, {"SECURITYTYPE": "A股", "SERIAL": 5213, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "ST美置", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "000667"}, {"SECURITYTYPE": "A股", "SERIAL": 5214, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "*ST嘉凯", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "000918"}, {"SECURITYTYPE": "A股", "SERIAL": 5215, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "*ST天润", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "002113"}, {"SECURITYTYPE": "A股", "SERIAL": 5216, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "*ST搜特", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "002503"}, {"SECURITYTYPE": "A股", "SERIAL": 5217, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "*ST弘高", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "002504"}, {"SECURITYTYPE": "A股", "SERIAL": 5218, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "*ST蓝盾", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "300297"}, {"SECURITYTYPE": "A股", "SERIAL": 5219, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "南大光电", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "SZ", "SECURITY_CODE": "300346"}, {"SECURITYTYPE": "A股", "SERIAL": 5220, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "*ST宋都", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "SH", "SECURITY_CODE": "600077"}, {"SECURITYTYPE": "A股", "SERIAL": 5221, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "退市泽达", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "SH", "SECURITY_CODE": "688555"}, {"SECURITYTYPE": "A股", "SERIAL": 5222, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "国义招标", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "BJ", "SECURITY_CODE": "831039"}, {"SECURITYTYPE": "A股", "SERIAL": 5223, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "凯腾精工", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "BJ", "SECURITY_CODE": "871553"}, {"SECURITYTYPE": "A股", "SERIAL": 5224, "NEWEST_PRICE": "-", "CHG": "-", "SECURITY_SHORT_NAME": "泓禧科技", "TRADING_VOLUMES": "-", "PCHG": "-", "MARKET_SHORT_NAME": "BJ", "SECURITY_CODE": "871857"}]
In [5]:
wc_all_codes = json.load(open(f'wencai/A股.json', encoding="utf-8"))
# wc_all_codes = set(map(lambda it: it["股票代码"], wc_all_codes["datas"]))
wc_all_codes = set(map(lambda it: it["股票代码"].split(".")[0], wc_all_codes["datas"]))
len(wc_all_codes)
Out[5]:
5230
In [9]:
set(dc_all_codes) - set(wc_all_codes), set(wc_all_codes) - set(dc_all_codes)
Out[9]:
({'301272', '301456'}, {'689009', '833751', '837592', '838701', '873576'})
In [14]:
to_check = {
"股价创历史新高": "今日创历史新高",
"股价创历史新低": "今日创历史新低",
"日线周期的连续4根的阴线": "四串阴(日线)",
"周线周期的连续4根的阴线": "四串阴(周线)",
"月线周期的连续4根的阴线": "四串阴(月线)",
"早晨之星日线": "早晨之星(日线)",
"早晨之星周线": "早晨之星(周线)",
"早晨之星月线": "早晨之星(月线)",
"黄昏之星日线": "黄昏之星(日度)",
"黄昏之星周线": "黄昏之星(周度)",
"黄昏之星月线": "黄昏之星(月度)",
"日线周期的连续4根的阳线": "四串阳(日线)",
"周线周期的连续4根的阳线": "四串阳(周线)",
"月线周期的连续4根的阳线": "四串阳(月线)"
}
market = {
'1': 'SH',
'0': 'SZ',
}
for wc, dc in to_check.items():
print("_"*50)
dc_json = json.load(open(f'dc/{dc}.json', encoding="utf-8"))
wc_json = json.load(open(f'wencai/{wc}.json', encoding="utf-8"))
print(
dc,dc_json["index_name"], dc_json["total_count"],dc_json['crawl_num'],
"="*5,
wc,wc_json["index_name"], wc_json["total_count"],wc_json['crawl_num']
)
dc_codes = set(map(lambda it: it["Mc"].split(".")[1], dc_json["datas"]))
# dc_codes = set(map(lambda it: it["Mc"].split(".")[1]+'.'+market[it["Mc"].split(".")[0]], dc_json["datas"]))
dc_codes = set(filter(lambda it: it in wc_all_codes, dc_codes))
wc_codes = set(map(lambda it: it["股票代码"].split(".")[0], wc_json["datas"]))
# wc_codes = set(map(lambda it: it["股票代码"], wc_json["datas"]))
wc_codes = set(filter(lambda it: it in dc_all_codes, wc_codes))
dc_wc = dc_codes - wc_codes
wc_dc = wc_codes - dc_codes
print("在指标应用服务接口里 - 不在问财里", dc_wc)
print("在问财里 - 不在指标应用服务接口里", wc_dc)
print("\n")
__________________________________________________
今日创历史新高 26:7 19 19 ===== 股价创历史新高 股价创历史新高 11 11
在指标应用服务接口里 - 不在问财里 {'688279', '301183', '688582', '002126', '871478', '688620', '301325', '688543', '300926', '301307', '300573', '688433', '688631', '430418'}
在问财里 - 不在指标应用服务接口里 {'600761', '836221', '830896', '831278', '688629', '301311'}
__________________________________________________
今日创历史新低 27:7 5 5 ===== 股价创历史新低 股价创历史新低 11 11
在指标应用服务接口里 - 不在问财里 {'301210', '301291'}
在问财里 - 不在指标应用服务接口里 {'000806', '688582', '838971', '000038', '688429', '836717', '300089', '833781'}
__________________________________________________
四串阴(日线) 53:7 44 44 ===== 日线周期的连续4根的阴线 日线周期的连续4根的阴线 44 44
在指标应用服务接口里 - 不在问财里 set()
在问财里 - 不在指标应用服务接口里 set()
__________________________________________________
四串阴(周线) 53:8 111 111 ===== 周线周期的连续4根的阴线 周线周期的连续4根的阴线 1441 1441
在指标应用服务接口里 - 不在问财里 set()
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__________________________________________________
四串阴(月线) 53:9 122 122 ===== 月线周期的连续4根的阴线 月线周期的连续4根的阴线 1977 1977
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早晨之星(日线) 56:7 0 0 ===== 早晨之星日线 早晨之星日线 0 0
在指标应用服务接口里 - 不在问财里 set()
在问财里 - 不在指标应用服务接口里 set()
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早晨之星(周线) 56:8 21 21 ===== 早晨之星周线 早晨之星周线 21 21
在指标应用服务接口里 - 不在问财里 set()
在问财里 - 不在指标应用服务接口里 set()
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早晨之星(月线) 56:9 19 19 ===== 早晨之星月线 早晨之星月线 19 19
在指标应用服务接口里 - 不在问财里 set()
在问财里 - 不在指标应用服务接口里 set()
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黄昏之星(日度) 57:7 2 2 ===== 黄昏之星日线 黄昏之星日线 0 0
在指标应用服务接口里 - 不在问财里 {'300650', '688328'}
在问财里 - 不在指标应用服务接口里 set()
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黄昏之星(周度) 57:8 2 2 ===== 黄昏之星周线 黄昏之星周线 0 0
在指标应用服务接口里 - 不在问财里 {'000615', '002751'}
在问财里 - 不在指标应用服务接口里 set()
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黄昏之星(月度) 57:9 2 2 ===== 黄昏之星月线 黄昏之星月线 0 0
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在问财里 - 不在指标应用服务接口里 set()
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四串阳(日线) 85:7 745 745 ===== 日线周期的连续4根的阳线 日线周期的连续4根的阳线 745 745
在指标应用服务接口里 - 不在问财里 set()
在问财里 - 不在指标应用服务接口里 set()
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四串阳(周线) 85:8 370 370 ===== 周线周期的连续4根的阳线 周线周期的连续4根的阳线 2869 2869
在指标应用服务接口里 - 不在问财里 {'002513'}
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__________________________________________________
四串阳(月线) 85:9 166 166 ===== 月线周期的连续4根的阳线 月线周期的连续4根的阳线 1455 1455
在指标应用服务接口里 - 不在问财里 {'871478'}
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'605167', '002222', '600339', '688360', '000032', '600006', '601997', '603956', '603052', '002005', '601168', '871396', '603017', '688107', '603048', '002826', '600097', '600619', '688305', '688150', '301215', '300134', '601339', '600251', '688135', '002851', '603888', '003010', '002406', '301205', '603365', '603458', '002905', '002249', '300563', '300869', '301368', '301363', '000783', '300845', '603138', '603206', '002435', '000936', '002568', '300231', '600628', '000651', '300368', '300997', '002745', '300334', '601919', '688041', '601686', '603078', '600186', '002211', '301326', '603878', '688285', '688138', '600665', '603298', '603186', '002771', '605198', '688143', '600938', '002319', '301419', '002029', '002599', '002876', '600651', '605151', '600765', '002832', '300335', '300561', '300453', '002117', '002792', '600105', '601827', '300264', '600527', '000528', '000802', '600168', '300333', '002919', '688655', '002322', '430718', '601158', '000682', '600468', '002179', '300816', '688047', '300889', '300978', '002747', '603003', '002535', '301132', '688326', '601228', '600825', '000977', '600764', '600021', '600598', '301039', '002321', '300792', '000705', '300455', '601600', '001965', '000560', '601009', '002203', '688206', '301256', '002424', '300958', '600664', '300735', '600217', '002323', '002374', '300308', '601188', '300950', '002760', '002582', '300740', '603081', '300844', '300331', '002611', '601608', '300353', '600776', '603515', '600979', '002453', '688515', '300606', '001339', '300656', '300342', '300515', '603722', '300470', '300512', '603950', '002698', '000410', '600926', '301083', '003043', '688639', '688017', '300416', '603269', '002156', '605077', '300752', '301123', '000566', '301191', '300341', '688575', '001330', '300088', '300637', '688525', '688158', '600749', '603291', '605365', '300600', '301062', '002168', '300970', '300307', '002817', '600273', '002050', '601800', '002035', '871981', '301369', '300475', '688590', '300590', '000040', '688508', '301317', '600874', '601916', '300655', '300461', '002007', '002827', '688213', '688553', '603986', '000852', '002308', '600459', '603826', '830799', '002425', '688387', '300537', '300046', '301091', '600894', '002061', '600131', '873593', '300789', '600060', '688082', '600363', '300290', '002165', '300650', '300812', '300136', '000567', '603519', '837092', '301182', '002095', '301248', '605158', '688300', '002933', '603117', '600116', '688049', '600720', '601700', '688232', '000429', '300665', '600004', '000690', '300786', '688228', '600633', '600410', '300444', '688739', '688160', '000862', '002288', '600028', '000552', '600198', '601668', '300184', '603126', '300846', '300865', '300941', '688372', '688439', '300164', '688498', '605090', '300464', '600088', '002327', '000782', '430047', '601688', '003013', '002563', '000837', '600552', '300177', '600498', '300154', '300407', '600685', '600158', '603268', '300426', '000063', '603626', '300687', '605056', '601216', '301165', '600064', '300096', '301159', '603109', '600136', '688475', '000426', '601163', '688601', '688109', '002896', '688081', '002665', '600839', '301308', '002388', '603028', '603165', '003001', '301208', '002130', '002926', '688147', '300050', '300370', '000551', '300081', '688244', '600510', '300644', '688596', '300185', '600833', '300657', '603567', '831152', '603006', '002394', '002334', '300603', '300746', '300324', '603893', '002642', '300270', '300508', '600490', '000766', '603590', '688662', '688066', '600674', '835640', '300285', '002778', '603676', '603922', '603189', '000403', '600415', '688173', '300809', '688256', '301101', '002815', '300571', '002122', '300528', '300400', '002159', '301396', '603997', '301312', '688117', '300148', '002643', '003021', '002418', '688083', '601319', '000681', '300462', '301309', '300977', '300476', '836270', '600355', '300291', '688169', '000617', '002777', '300153', '603660', '300112', '600115', '301189', '000731', '600458', '002369', '300824', '600737', '833509', '300225', '300743', '600027', '300288', '300246', '688403', '300474', '002198', '688092', '300195', '002086', '839790', '300532', '301365', '603386', '002713', '002521', '601898', '605058', '603068', '601989', '688579', '300263', '600858', '002354', '002252', '301236', '600603', '600072', '300504', '600879', '002038', '000404', '000531', '001278', '300075', '002051', '300555', '000034', '601766', '000153', '300963', '600150', '002636', '603237', '002838', '301286', '000727', '688316', '002223', '000055', '600703', '688016', '300552', '600681', '600846', '688568', '688486', '301366', '688291', '002412', '600345', '002608', '301277', '600602', '002813', '002728', '600276', '300912', '002528', '300750', '601939', '301217', '300866', '300241', '300980', '600676', '300449', '603163', '600333', '300250', '688182', '301339', '600390', '300003', '301010', '688288', '002878', '688580', '300008', '300739', '688151', '300097', '002015', '603000', '603421', '601588', '300996', '301042', '002527', '300083', '301179', '300822', '002428', '002902', '601816', '002011', '300077', '300926', '603129', '002401', '002465', '300663', '300880', '300066', '605598', '300222', '002062', '605228', '300999', '600203', '601107', '001872', '300943', '301285', '002185', '603979', '301008', '000543', '688661', '688056', '301109', '300150', '002199', '300024', '300921', '600191', '301128', '000591', '002512', '300588', '688698', '301218', '600211', '600182', '300614', '300479', '002879', '300260', '600128', '002402', '603757', '002602', '600976', '600015', '688165', '688171', '300316', '300971', '688682', '002577', '000768', '300045', '002975', '600729', '600038', '600599', '600597', '688766', '001229', '300659', '300991', '003026', '603578', '600774', '000070', '688287', '600706', '300440', '300768', '300520', '300236', '605258', '000969', '002301', '300729', '605108', '002823', '002292', '002128'}
In [15]:
set(
map(lambda it: it["Mc"].split(".")[1], dc_json["datas"]))
Out[15]:
{'000026',
'000530',
'000544',
'000600',
'000777',
'000905',
'000966',
'001210',
'001219',
'002012',
'002151',
'002177',
'002217',
'002229',
'002270',
'002300',
'002316',
'002318',
'002333',
'002357',
'002381',
'002448',
'002452',
'002454',
'002478',
'002489',
'002533',
'002546',
'002638',
'002641',
'002694',
'002730',
'002732',
'002749',
'002763',
'002820',
'002846',
'002898',
'002970',
'003011',
'003017',
'300034',
'300108',
'300120',
'300140',
'300161',
'300274',
'300302',
'300349',
'300360',
'300371',
'300445',
'300480',
'300492',
'300502',
'300516',
'300522',
'300551',
'300573',
'300620',
'300629',
'300638',
'300669',
'300756',
'300811',
'300825',
'300833',
'300842',
'300856',
'300899',
'300913',
'300989',
'301013',
'301035',
'301043',
'301048',
'301061',
'301079',
'301082',
'301098',
'301138',
'301183',
'301221',
'301226',
'301276',
'301280',
'301289',
'600007',
'600016',
'600066',
'600103',
'600180',
'600243',
'600266',
'600335',
'600377',
'600398',
'600469',
'600482',
'600495',
'600517',
'600525',
'600558',
'600578',
'600587',
'600605',
'600683',
'600686',
'600699',
'600710',
'600721',
'600758',
'600760',
'600769',
'600822',
'600897',
'601002',
'601139',
'601166',
'601288',
'601566',
'601606',
'601881',
'601886',
'601988',
'603038',
'603040',
'603097',
'603099',
'603121',
'603197',
'603199',
'603328',
'603518',
'603551',
'603611',
'603629',
'603693',
'603706',
'603909',
'605177',
'605288',
'605289',
'605368',
'688076',
'688159',
'688212',
'688281',
'688301',
'688378',
'688395',
'688510',
'688566',
'688617',
'830879',
'832000',
'832419',
'832662',
'833533',
'833943',
'834599',
'834639',
'837242',
'837663',
'838924',
'871478'}
In [14]:
dc_json["datas"]
Out[14]:
[{'Dt': '2023-07-04 15:00:00', 'Mc': '0.000026', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.000530', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.000544', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.000600', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.000777', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.000905', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.000966', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.001210', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.001219', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002012', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002151', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002177', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002217', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002229', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002270', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002300', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002316', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002318', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002333', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002357', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002381', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002448', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002452', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002454', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002478', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002489', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002533', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002546', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002638', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002641', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002694', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002730', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002732', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002749', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002763', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002820', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002846', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002898', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.002970', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.003011', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.003017', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300034', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300108', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300120', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300140', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300161', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300274', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300302', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300349', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300360', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300371', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300445', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300480', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300492', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300502', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300516', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300522', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300551', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300573', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300620', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300629', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300638', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300669', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300756', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300811', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300825', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300833', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300842', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300856', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300899', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300913', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.300989', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.301013', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.301035', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.301043', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.301048', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.301061', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.301079', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.301082', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.301098', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.301138', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.301183', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.301221', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.301226', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.301276', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.301280', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.301289', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.830879', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.832000', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.832419', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.832662', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.833533', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.833943', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.834599', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.834639', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.837242', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.837663', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.838924', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '0.871478', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600007', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600016', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600066', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600103', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600180', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600243', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600266', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600335', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600377', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600398', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600469', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600482', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600495', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600517', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600525', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600558', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600578', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600587', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600605', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600683', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600686', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600699', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600710', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600721', 'Vl': 1.0},
{'Dt': '2023-07-04 15:00:00', 'Mc': '1.600758', 'Vl': 1.0},
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