Web Scraping Extract Javascript Table Selenium+Python [英] Web Scraping Extract Javascript Table Selenium+Python
本文介绍了Web Scraping Extract Javascript Table Selenium+Python的处理方法，对大家解决问题具有一定的参考价值，需要的朋友们下面随着小编来一起学习吧！
问题描述
我已经阅读了几篇关于 Web Scraping 的文章，但我不明白如何在网站中找到元素.
我想废弃表格的网站如下:
您可以看到正在调用的 DL1 API.转到标题并查看网址.现在你知道这个网址了.因此，使用python获取数据非常容易.这是代码.
导入请求，jsontext = reuqests.get("http://cotacao.b3.com.br/mds/api/v1/DerivativeQuotation/DI1").text数据 = json.loads(text)打印(数据['Scty'])上述程序的输出如下
[{'SctyQtn': {'avrgPric': 7.7862,'bottomLmtPric': 7.01,'curPrc':7.78，'maxPric':7.79，'minPric':7.74，'opngPric':7.74，'prvsDayAdjstmntPric':7.684，'topLmtPric':8.525}，'资产':{'AsstSummry':{'grssAmt':111008714.5，'mtrtyCode': '2019-06-03','opnCtrcts':36655，'tradQty': 141,'traddCtrctsQty':1175}，'代码':'DI1'}，'buyOffer': {'price': 7.64},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 7.675},'符号':'DI1M19'}，{'SctyQtn':{'avrgPric':8.1758，'bottomLmtPric': 7.49,'curPrc':8.19，最大价格":8.3，'minPric':8.13，'opngPric': 8.21,'prvsDayAdjstmntPric':8.237，'topLmtPric': 9.2},'资产':{'AsstSummry':{'grssAmt':417475320.0，'mtrtyCode': '2019-10-01','opnCtrcts':769684，'tradQty': 167,'traddCtrctsQty':4550}，'代码':'DI1'}，'buyOffer': {'price': 8.16},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 8.19},'符号':'DI1V19'}，{'SctyQtn':{'avrgPric':6.6549，'bottomLmtPric': 6.125,'curPrc':6.7，最大价格":6.71，'minPric':6.645，'opngPric': 6.68,'prvsDayAdjstmntPric':6.669，'topLmtPric':7.235}，'资产':{'AsstSummry':{'grssAmt':245262515.35，'mtrtyCode': '2018-12-03','opnCtrcts':193484，'tradQty': 26,'traddCtrctsQty':2495}，'代码':'DI1'}，'buyOffer': {'price': 6.68},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 6.695},'符号':'DI1Z18'}，{'SctyQtn':{'avrgPric':12.4511，'bottomLmtPric': 11.58,'curPrc':12.4，'maxPric':12.63，'minPric': 12.39,'opngPric': 12.45,'prvsDayAdjstmntPric':12.533，'topLmtPric':13.78}，'资产':{'AsstSummry':{'grssAmt':995856709.26，'mtrtyCode': '2027-01-04','opnCtrcts':339175，'tradQty':2616，'traddCtrctsQty':26466}，'代码':'DI1'}，'buyOffer': {'price': 12.39},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 12.4},'符号':'DI1F27'}，{'SctyQtn':{'avrgPric':10.542，'bottomLmtPric': 9.61,'curPrc': 10.6,'maxPric':10.6，'minPric': 10.4,'opngPric': 10.43,'prvsDayAdjstmntPric':10.525，'topLmtPric':11.71}，'资产':{'AsstSummry':{'grssAmt':3667893.9，'mtrtyCode': '2021-10-01','opnCtrcts':25005，'tradQty': 10,'traddCtrctsQty': 50},'代码':'DI1'}，'buyOffer': {'price': 10.42},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 10.44},'符号':'DI1V21'}，{'SctyQtn':{'bottomLmtPric':11.5，'prvsDayAdjstmntPric':12.445，'topLmtPric':13.69}，'资产':{'AsstSummry':{'mtrtyCode':'2026-07-01'，'opnCtrcts':3325}，'代码':'DI1'}，'mkt': {'cd': 'FUT'},'符号':'DI1N26'}，{'SctyQtn':{'avrgPric':8.8308，'bottomLmtPric': 8.08,'curPrc':8.83，'maxPric': 9,'minPric':8.78，'opngPric': 8.86,'prvsDayAdjstmntPric':8.886，'topLmtPric': 9.94},'资产':{'AsstSummry':{'grssAmt':355167456.9，'mtrtyCode': '2020-04-01','opnCtrcts':647478，'tradQty': 269,'traddCtrctsQty':4065}，'代码':'DI1'}，'buyOffer': {'price': 8.82},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 8.83},'符号':'DI1J20'}，{'SctyQtn':{'avrgPric':7.6，'bottomLmtPric': 6.86,'curPrc':7.6，'maxPric':7.6，'minPric':7.6，'opngPric': 7.6,'prvsDayAdjstmntPric':7.515，'topLmtPric':8.325}，'资产':{'AsstSummry':{'grssAmt':476031.4，'mtrtyCode': '2019-05-02','opnCtrcts':47300，'tradQty': 1,'traddCtrctsQty': 5},'代码':'DI1'}，'buyOffer': {'price': 7.46},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 7.5},'符号':'DI1K19'}，{'SctyQtn':{'avrgPric':10.6572，'bottomLmtPric': 9.77,'curPrc':10.62，最大价格":10.81，'minPric':10.57，'opngPric': 10.6,'prvsDayAdjstmntPric':10.695，'topLmtPric':11.88}，'资产':{'AsstSummry':{'grssAmt':2389488485.5，'mtrtyCode': '2022-01-03','opnCtrcts':744332，'tradQty': 3539,'traddCtrctsQty':33516}，'代码':'DI1'}，'buyOffer': {'price': 10.61},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 10.63},'符号':'DI1F22'}，{'SctyQtn':{'avrgPric':6.8224，'bottomLmtPric': 6.26,'curPrc':6.83，最大价格":6.88，'minPric':6.78，'opngPric': 6.8,'prvsDayAdjstmntPric':6.835，'topLmtPric':7.47}，'资产':{'AsstSummry':{'grssAmt':3759849797.05，'mtrtyCode': '2019-01-02','opnCtrcts':3296622，'tradQty': 1187,'traddCtrctsQty':38465}，'代码':'DI1'}，'buyOffer': {'price': 6.825},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 6.835},'符号':'DI1F19'}，{'SctyQtn':{'avrgPric':12.6441，'bottomLmtPric': 11.8,'curPrc': 12.6,'maxPric':12.84，'minPric': 12.6,'opngPric': 12.67,'prvsDayAdjstmntPric':12.753，'topLmtPric': 14},'资产':{'AsstSummry':{'grssAmt':305050246.35，'mtrtyCode': '2029-01-02','opnCtrcts':87547，'tradQty': 807,'traddCtrctsQty':10415}，'代码':'DI1'}，'buyOffer': {'price': 12.59},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 12.6},'符号':'DI1F29'}，{'SctyQtn':{'avrgPric':7.185，'bottomLmtPric': 6.57,'curPrc':7.185，'maxPric':7.185，'minPric':7.185，'opngPric': 7.185,'prvsDayAdjstmntPric':7.196，'topLmtPric':7.93}，'资产':{'AsstSummry':{'grssAmt':965104.3，'mtrtyCode': '2019-03-01','opnCtrcts':42941，'tradQty': 1,'traddCtrctsQty': 10},'代码':'DI1'}，'mkt': {'cd': 'FUT'},'sellOffer': {'price': 7.185},'符号':'DI1H19'}，{'SctyQtn':{'bottomLmtPric':11.29，'prvsDayAdjstmntPric':12.236，'topLmtPric':13.47}，'资产':{'AsstSummry':{'mtrtyCode':'2025-07-01'，'opnCtrcts':3485}，'代码':'DI1'}，'mkt': {'cd': 'FUT'},'符号':'DI1N25'}，{'SctyQtn':{'avrgPric':9.6967，'bottomLmtPric': 8.89,'curPrc':9.68，'maxPric':9.85，'minPric':9.63，'opngPric': 9.7,'prvsDayAdjstmntPric':9.766，'topLmtPric': 10.9},'资产':{'AsstSummry':{'grssAmt':14461876431.2，'mtrtyCode': '2021-01-04','opnCtrcts':1589400，'tradQty':11304，'traddCtrctsQty':179775}，'代码':'DI1'}，'buyOffer': {'price': 9.67},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 9.68},'符号':'DI1F21'}，{'SctyQtn':{'avrgPric':9.1373，'bottomLmtPric': 8.35,'curPrc':9.13，最大价格":9.29，'minPric':9.08，'opngPric': 9.1,'prvsDayAdjstmntPric':9.186，'topLmtPric': 10.28},'资产':{'AsstSummry':{'grssAmt':1676360397.45，'mtrtyCode': '2020-07-01','opnCtrcts':1438827，'tradQty':2742，'traddCtrctsQty': 19685},'代码':'DI1'}，'buyOffer': {'price': 9.12},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 9.13},'符号':'DI1N20'}，{'SctyQtn':{'avrgPric':10.8811，'bottomLmtPric': 9.96,'curPrc':10.97，最大价格":10.97，'minPric':10.78，'opngPric': 10.78,'prvsDayAdjstmntPric':10.885，'topLmtPric': 12.08},'资产':{'AsstSummry':{'grssAmt':3106685.3，'mtrtyCode': '2022-04-01','opnCtrcts':16160，'tradQty': 7,'traddCtrctsQty': 45},'代码':'DI1'}，'buyOffer': {'price': 10.78},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 10.81},'符号':'DI1J22'}，{'SctyQtn':{'avrgPric':11.7735，'bottomLmtPric': 10.89,'curPrc': 11.7,最大价格":11.91，'minPric':11.69，'opngPric': 11.74,'prvsDayAdjstmntPric':11.836，'topLmtPric': 13.06},'资产':{'AsstSummry':{'grssAmt':88173754.85，'mtrtyCode': '2024-01-02','opnCtrcts':63830，'tradQty': 247,'traddCtrctsQty':1595}，'代码':'DI1'}，'buyOffer': {'price': 11.69},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 11.71},'符号':'DI1F24'}，{'SctyQtn':{'avrgPric':10.0743，'bottomLmtPric': 9.1,'curPrc': 10.08,'maxPric':10.08，'minPric':10.07，'opngPric': 10.07,'prvsDayAdjstmntPric':9.996，'topLmtPric': 11.15},'资产':{'AsstSummry':{'grssAmt':2730323.55，'mtrtyCode': '2021-04-01','opnCtrcts':57813，'tradQty': 5,'traddCtrctsQty': 35},'代码':'DI1'}，'buyOffer': {'price': 9.92},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 9.94},'符号':'DI1J21'}，{'SctyQtn':{'avrgPric':11.3251，'bottomLmtPric': 10.43,'curPrc': 11.29,'maxPric':11.49，'minPric': 11.24,'opngPric': 11.27,'prvsDayAdjstmntPric':11.375，'topLmtPric': 12.59},'资产':{'AsstSummry':{'grssAmt':2902365222.1，'mtrtyCode': '2023-01-02','opnCtrcts':643495，'tradQty':5563，'traddCtrctsQty':46221}，'代码':'DI1'}，'buyOffer': {'price': 11.28},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 11.29},'符号':'DI1F23'}，{'SctyQtn':{'bottomLmtPric':6.043，'prvsDayAdjstmntPric':6.394，'topLmtPric':6.743}，'资产':{'AsstSummry':{'mtrtyCode':'2018-09-03'，'opnCtrcts':794385}，'代码':'DI1'}，'buyOffer': {'price': 6.391},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 6.394},'符号':'DI1U18'}，{'SctyQtn':{'avrgPric':10.9889，'bottomLmtPric': 10.12,'curPrc':10.98，'maxPric':11.18，'minPric':10.96，'opngPric': 11.01,'prvsDayAdjstmntPric':11.055，'topLmtPric': 12.25},'资产':{'AsstSummry':{'grssAmt':751347046.85，'mtrtyCode': '2022-07-01','opnCtrcts':107601，'tradQty': 378,'traddCtrctsQty':11210}，'代码':'DI1'}，'buyOffer': {'price': 10.98},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 10.99},'符号':'DI1N22'}，{'SctyQtn':{'avrgPric':6.525，'bottomLmtPric': 6.025,'curPrc':6.525，'maxPric':6.525，'minPric':6.525，'opngPric':6.525，'prvsDayAdjstmntPric':6.528，'topLmtPric': 7.025},'资产':{'AsstSummry':{'grssAmt':49414005.0，'mtrtyCode': '2018-11-01','opnCtrcts':388520，'tradQty': 8,'traddCtrctsQty': 500},'代码':'DI1'}，'buyOffer': {'price': 6.51},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 6.56},'符号':'DI1X18'}，{'SctyQtn':{'avrgPric':7.3144，'bottomLmtPric': 6.695,'curPrc':7.32，'maxPric':7.41，'minPric':7.26，'opngPric': 7.28,'prvsDayAdjstmntPric':7.341，'topLmtPric':8.115}，'资产':{'AsstSummry':{'grssAmt':2331794391.85，'mtrtyCode': '2019-04-01','opnCtrcts':818987，'tradQty': 391,'traddCtrctsQty':24305}，'代码':'DI1'}，'buyOffer': {'price': 7.315},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 7.325},'符号':'DI1J19'}，{'SctyQtn':{'avrgPric':6.4435，'bottomLmtPric': 6.015,'curPrc':6.448，最大价格":6.45，'minPric':6.435，'opngPric': 6.45,'prvsDayAdjstmntPric':6.447，'topLmtPric':6.875}，'资产':{'AsstSummry':{'grssAmt':6047420821.25，'mtrtyCode': '2018-10-01','opnCtrcts':2472721，'tradQty': 133,'traddCtrctsQty':60850}，'代码':'DI1'}，'buyOffer': {'price': 6.446},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 6.448},'符号':'DI1V18'}，{'SctyQtn':{'avrgPric':12.2392，'bottomLmtPric': 11.39,'curPrc': 12.2,'maxPric':12.41，'minPric': 12.2,'opngPric': 12.26,'prvsDayAdjstmntPric':12.334，'topLmtPric':13.57}，'资产':{'AsstSummry':{'grssAmt':13930258.0，'mtrtyCode': '2026-01-02','opnCtrcts':78158，'tradQty': 40,'traddCtrctsQty': 325},'代码':'DI1'}，'buyOffer': {'price': 12.19},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 12.21},'符号':'DI1F26'}，{'SctyQtn':{'avrgPric':9.439，'bottomLmtPric': 8.64,'curPrc':9.51，'maxPric':9.57，'minPric':9.4，'opngPric': 9.4,'prvsDayAdjstmntPric':9.496，'topLmtPric':10.61}，'资产':{'AsstSummry':{'grssAmt':1046752634.45，'mtrtyCode': '2020-10-01','opnCtrcts':219310，'tradQty': 62,'traddCtrctsQty':12645}，'代码':'DI1'}，'buyOffer': {'price': 9.41},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 9.44},'符号':'DI1V20'}，{'SctyQtn':{'bottomLmtPric':10.56，'prvsDayAdjstmntPric':11.509，'topLmtPric':12.72}，'资产':{'AsstSummry':{'mtrtyCode':'2023-04-03'，'opnCtrcts':11610}，'代码':'DI1'}，'mkt': {'cd': 'FUT'},'符号':'DI1J23'}，{'SctyQtn':{'avrgPric':10.2088，'bottomLmtPric': 9.37,'curPrc': 10.18,'maxPric':10.35，'minPric': 10.14,'opngPric': 10.14,'prvsDayAdjstmntPric':10.276，'topLmtPric': 11.45},'资产':{'AsstSummry':{'grssAmt':1141539998.05，'mtrtyCode': '2021-07-01','opnCtrcts':407600，'tradQty': 989,'traddCtrctsQty':15035}，'代码':'DI1'}，'buyOffer': {'price': 10.17},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 10.18},'符号':'DI1N21'}，{'SctyQtn':{'avrgPric':7.0568，'bottomLmtPric': 6.405,'curPrc':7.02，'maxPric':7.065，'minPric':7.02，'opngPric': 7.065,'prvsDayAdjstmntPric':7.01，'topLmtPric': 7.7},'资产':{'AsstSummry':{'grssAmt':22816998.75，'mtrtyCode': '2019-02-01','opnCtrcts':198230，'tradQty': 29,'traddCtrctsQty':235}，'代码':'DI1'}，'buyOffer': {'price': 6.99},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 7.02},'符号':'DI1G19'}，{'SctyQtn':{'avrgPric':7.7849，'bottomLmtPric': 7.12,'curPrc':7.775，'maxPric':7.9，'minPric':7.715，'opngPric': 7.73,'prvsDayAdjstmntPric':7.817，'topLmtPric': 8.7},'资产':{'AsstSummry':{'grssAmt':3488606085.5，'mtrtyCode': '2019-07-01','opnCtrcts':791673，'tradQty': 1523,'traddCtrctsQty':37135}，'代码':'DI1'}，'buyOffer': {'price': 7.77},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 7.78},'符号':'DI1N19'}，{'SctyQtn':{'avrgPric':12.0531，'bottomLmtPric': 11.16,'curPrc':12.01，'最大价格':12.23，'minPric':11.99，'opngPric': 12.03,'prvsDayAdjstmntPric':12.114，'topLmtPric': 13.35},'资产':{'AsstSummry':{'grssAmt':1748133912.1，'mtrtyCode': '2025-01-02','opnCtrcts':525980，'tradQty': 3842,'traddCtrctsQty':35941}，'代码':'DI1'}，'buyOffer': {'price': 12},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 12.01},'符号':'DI1F25'}，{'SctyQtn':{'avrgPric':12.725，'bottomLmtPric': 11.71,'curPrc':12.73，'maxPric':12.73，'minPric':12.72，'opngPric': 12.72,'prvsDayAdjstmntPric':12.658，'topLmtPric': 13.9},'资产':{'AsstSummry':{'grssAmt':327258.25，'mtrtyCode': '2028-01-03','opnCtrcts':9805，'tradQty': 2,'traddCtrctsQty': 10},'代码':'DI1'}，'buyOffer': {'price': 12.47},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 12.51},'符号':'DI1F28'}，{'SctyQtn':{'avrgPric':8.5217，'bottomLmtPric': 7.8,'curPrc':8.51，最大价格":8.66，'minPric':8.46，'opngPric': 8.51,'prvsDayAdjstmntPric':8.576，'topLmtPric': 9.59},'资产':{'AsstSummry':{'grssAmt':12632820547.85，'mtrtyCode': '2020-01-02','opnCtrcts':2512243，'tradQty': 7202,'traddCtrctsQty':141065}，'代码':'DI1'}，'buyOffer': {'price': 8.51},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 8.52},'符号':'DI1F20'}，{'SctyQtn':{'bottomLmtPric':11.84，'prvsDayAdjstmntPric':12.79，'topLmtPric': 14.03},'资产':{'AsstSummry':{'mtrtyCode':'2030-01-02'，'opnCtrcts':5325}，'代码':'DI1'}，'mkt': {'cd': 'FUT'},'符号':'DI1F30'}，{'SctyQtn':{'bottomLmtPric':11.04，'prvsDayAdjstmntPric':11.991，'topLmtPric': 13.21},'资产':{'AsstSummry':{'mtrtyCode':'2024-07-01'，'opnCtrcts':25060}，'代码':'DI1'}，'buyOffer': {'price': 11.83},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 11.87},'符号':'DI1N24'}，{'SctyQtn':{'bottomLmtPric':7.27，'prvsDayAdjstmntPric':7.974，'topLmtPric':8.895}，'资产':{'AsstSummry':{'mtrtyCode':'2019-08-01'，'opnCtrcts':24280}，'代码':'DI1'}，'buyOffer': {'price': 7.905},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 7.94},'符号':'DI1Q19'}，{'SctyQtn':{'avrgPric':11.292，'bottomLmtPric': 10.28,'curPrc': 11.3,'maxPric':11.3，'minPric': 11.29,'opngPric': 11.29,'prvsDayAdjstmntPric':11.22，'topLmtPric': 12.42},'资产':{'AsstSummry':{'grssAmt':1613776.85，'mtrtyCode': '2022-10-03','opnCtrcts':32880，'tradQty': 3,'traddCtrctsQty': 25},'代码':'DI1'}，'buyOffer': {'price': 11.1},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 11.13},'符号':'DI1V22'}，{'SctyQtn':{'avrgPric':11.5762，'bottomLmtPric': 10.65,'curPrc': 11.5,'maxPric':11.68，'minPric': 11.5,'opngPric': 11.58,'prvsDayAdjstmntPric':11.602，'topLmtPric': 12.82},'资产':{'AsstSummry':{'grssAmt':19148925.5，'mtrtyCode': '2023-07-03','opnCtrcts':22610，'tradQty': 29,'traddCtrctsQty': 325},'代码':'DI1'}，'buyOffer': {'price': 11.5},'mkt': {'cd': 'FUT'},'sellOffer': {'price': 11.51},'符号':'DI1N23'}]I've read several articles of Web Scraping with but I didn't undestand how to find the elements in the site.
The site I want to scrap the table is below: http://www.bmfbovespa.com.br/pt_br/servicos/market-data/cotacoes/mercado-de-derivativos/?symbol=DI1
I want to scrap the tables: "TB01, "TB02, TB03 and TB04" theses are the ids of the tables
<tbody> == $0
<tr>
<td id="TB01">...</td>
<td id="TB02">...</td>
<td id="TB03">...</td>
<td id="TB04">...</td>
<tr>
I've tried all the find.element functions of the Selenium libraries but none of then works.
Also the site has some load to wait, I've used to the function WebDriverWait but it should be tie with the presence of the table, if the find_element didn't work probably the WebDriverWait neither I guess.
解决方案
It's very simple if you analyze the website and it's working in the backend via chrome developer tools.
Before diving into scraping you need to know about ajax requests in the web. Most websites use ajax requests, therefore, everything is loaded dynamically.
Steps to follow:
- Open the website in a new tab in chrome
- Open the developer console of chrome
- Go to Network tab and refresh the page. You can see the calls being by the website as it is loaded dynamically.
For the website - http://www.bmfbovespa.com.br/pt_br/servicos/market-data/cotacoes/mercado-de-derivativos/?symbol=DI1 ,here's the image.
You can see the DL1 API being called. Go to the headers and see the url. Now you get to know the url. Therefore, it's very easy to get the data using python. Here's the code.
import requests, json
text = reuqests.get("http://cotacao.b3.com.br/mds/api/v1/DerivativeQuotation/DI1").text
data = json.loads(text)
print(data['Scty'])
The output of the above program will be as follows
[{'SctyQtn': {'avrgPric': 7.7862,
'bottomLmtPric': 7.01,
'curPrc': 7.78,
'maxPric': 7.79,
'minPric': 7.74,
'opngPric': 7.74,
'prvsDayAdjstmntPric': 7.684,
'topLmtPric': 8.525},
'asset': {'AsstSummry': {'grssAmt': 111008714.5,
'mtrtyCode': '2019-06-03',
'opnCtrcts': 36655,
'tradQty': 141,
'traddCtrctsQty': 1175},
'code': 'DI1'},
'buyOffer': {'price': 7.64},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 7.675},
'symb': 'DI1M19'},
{'SctyQtn': {'avrgPric': 8.1758,
'bottomLmtPric': 7.49,
'curPrc': 8.19,
'maxPric': 8.3,
'minPric': 8.13,
'opngPric': 8.21,
'prvsDayAdjstmntPric': 8.237,
'topLmtPric': 9.2},
'asset': {'AsstSummry': {'grssAmt': 417475320.0,
'mtrtyCode': '2019-10-01',
'opnCtrcts': 769684,
'tradQty': 167,
'traddCtrctsQty': 4550},
'code': 'DI1'},
'buyOffer': {'price': 8.16},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 8.19},
'symb': 'DI1V19'},
{'SctyQtn': {'avrgPric': 6.6549,
'bottomLmtPric': 6.125,
'curPrc': 6.7,
'maxPric': 6.71,
'minPric': 6.645,
'opngPric': 6.68,
'prvsDayAdjstmntPric': 6.669,
'topLmtPric': 7.235},
'asset': {'AsstSummry': {'grssAmt': 245262515.35,
'mtrtyCode': '2018-12-03',
'opnCtrcts': 193484,
'tradQty': 26,
'traddCtrctsQty': 2495},
'code': 'DI1'},
'buyOffer': {'price': 6.68},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 6.695},
'symb': 'DI1Z18'},
{'SctyQtn': {'avrgPric': 12.4511,
'bottomLmtPric': 11.58,
'curPrc': 12.4,
'maxPric': 12.63,
'minPric': 12.39,
'opngPric': 12.45,
'prvsDayAdjstmntPric': 12.533,
'topLmtPric': 13.78},
'asset': {'AsstSummry': {'grssAmt': 995856709.26,
'mtrtyCode': '2027-01-04',
'opnCtrcts': 339175,
'tradQty': 2616,
'traddCtrctsQty': 26466},
'code': 'DI1'},
'buyOffer': {'price': 12.39},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 12.4},
'symb': 'DI1F27'},
{'SctyQtn': {'avrgPric': 10.542,
'bottomLmtPric': 9.61,
'curPrc': 10.6,
'maxPric': 10.6,
'minPric': 10.4,
'opngPric': 10.43,
'prvsDayAdjstmntPric': 10.525,
'topLmtPric': 11.71},
'asset': {'AsstSummry': {'grssAmt': 3667893.9,
'mtrtyCode': '2021-10-01',
'opnCtrcts': 25005,
'tradQty': 10,
'traddCtrctsQty': 50},
'code': 'DI1'},
'buyOffer': {'price': 10.42},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 10.44},
'symb': 'DI1V21'},
{'SctyQtn': {'bottomLmtPric': 11.5,
'prvsDayAdjstmntPric': 12.445,
'topLmtPric': 13.69},
'asset': {'AsstSummry': {'mtrtyCode': '2026-07-01', 'opnCtrcts': 3325},
'code': 'DI1'},
'mkt': {'cd': 'FUT'},
'symb': 'DI1N26'},
{'SctyQtn': {'avrgPric': 8.8308,
'bottomLmtPric': 8.08,
'curPrc': 8.83,
'maxPric': 9,
'minPric': 8.78,
'opngPric': 8.86,
'prvsDayAdjstmntPric': 8.886,
'topLmtPric': 9.94},
'asset': {'AsstSummry': {'grssAmt': 355167456.9,
'mtrtyCode': '2020-04-01',
'opnCtrcts': 647478,
'tradQty': 269,
'traddCtrctsQty': 4065},
'code': 'DI1'},
'buyOffer': {'price': 8.82},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 8.83},
'symb': 'DI1J20'},
{'SctyQtn': {'avrgPric': 7.6,
'bottomLmtPric': 6.86,
'curPrc': 7.6,
'maxPric': 7.6,
'minPric': 7.6,
'opngPric': 7.6,
'prvsDayAdjstmntPric': 7.515,
'topLmtPric': 8.325},
'asset': {'AsstSummry': {'grssAmt': 476031.4,
'mtrtyCode': '2019-05-02',
'opnCtrcts': 47300,
'tradQty': 1,
'traddCtrctsQty': 5},
'code': 'DI1'},
'buyOffer': {'price': 7.46},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 7.5},
'symb': 'DI1K19'},
{'SctyQtn': {'avrgPric': 10.6572,
'bottomLmtPric': 9.77,
'curPrc': 10.62,
'maxPric': 10.81,
'minPric': 10.57,
'opngPric': 10.6,
'prvsDayAdjstmntPric': 10.695,
'topLmtPric': 11.88},
'asset': {'AsstSummry': {'grssAmt': 2389488485.5,
'mtrtyCode': '2022-01-03',
'opnCtrcts': 744332,
'tradQty': 3539,
'traddCtrctsQty': 33516},
'code': 'DI1'},
'buyOffer': {'price': 10.61},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 10.63},
'symb': 'DI1F22'},
{'SctyQtn': {'avrgPric': 6.8224,
'bottomLmtPric': 6.26,
'curPrc': 6.83,
'maxPric': 6.88,
'minPric': 6.78,
'opngPric': 6.8,
'prvsDayAdjstmntPric': 6.835,
'topLmtPric': 7.47},
'asset': {'AsstSummry': {'grssAmt': 3759849797.05,
'mtrtyCode': '2019-01-02',
'opnCtrcts': 3296622,
'tradQty': 1187,
'traddCtrctsQty': 38465},
'code': 'DI1'},
'buyOffer': {'price': 6.825},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 6.835},
'symb': 'DI1F19'},
{'SctyQtn': {'avrgPric': 12.6441,
'bottomLmtPric': 11.8,
'curPrc': 12.6,
'maxPric': 12.84,
'minPric': 12.6,
'opngPric': 12.67,
'prvsDayAdjstmntPric': 12.753,
'topLmtPric': 14},
'asset': {'AsstSummry': {'grssAmt': 305050246.35,
'mtrtyCode': '2029-01-02',
'opnCtrcts': 87547,
'tradQty': 807,
'traddCtrctsQty': 10415},
'code': 'DI1'},
'buyOffer': {'price': 12.59},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 12.6},
'symb': 'DI1F29'},
{'SctyQtn': {'avrgPric': 7.185,
'bottomLmtPric': 6.57,
'curPrc': 7.185,
'maxPric': 7.185,
'minPric': 7.185,
'opngPric': 7.185,
'prvsDayAdjstmntPric': 7.196,
'topLmtPric': 7.93},
'asset': {'AsstSummry': {'grssAmt': 965104.3,
'mtrtyCode': '2019-03-01',
'opnCtrcts': 42941,
'tradQty': 1,
'traddCtrctsQty': 10},
'code': 'DI1'},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 7.185},
'symb': 'DI1H19'},
{'SctyQtn': {'bottomLmtPric': 11.29,
'prvsDayAdjstmntPric': 12.236,
'topLmtPric': 13.47},
'asset': {'AsstSummry': {'mtrtyCode': '2025-07-01', 'opnCtrcts': 3485},
'code': 'DI1'},
'mkt': {'cd': 'FUT'},
'symb': 'DI1N25'},
{'SctyQtn': {'avrgPric': 9.6967,
'bottomLmtPric': 8.89,
'curPrc': 9.68,
'maxPric': 9.85,
'minPric': 9.63,
'opngPric': 9.7,
'prvsDayAdjstmntPric': 9.766,
'topLmtPric': 10.9},
'asset': {'AsstSummry': {'grssAmt': 14461876431.2,
'mtrtyCode': '2021-01-04',
'opnCtrcts': 1589400,
'tradQty': 11304,
'traddCtrctsQty': 179775},
'code': 'DI1'},
'buyOffer': {'price': 9.67},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 9.68},
'symb': 'DI1F21'},
{'SctyQtn': {'avrgPric': 9.1373,
'bottomLmtPric': 8.35,
'curPrc': 9.13,
'maxPric': 9.29,
'minPric': 9.08,
'opngPric': 9.1,
'prvsDayAdjstmntPric': 9.186,
'topLmtPric': 10.28},
'asset': {'AsstSummry': {'grssAmt': 1676360397.45,
'mtrtyCode': '2020-07-01',
'opnCtrcts': 1438827,
'tradQty': 2742,
'traddCtrctsQty': 19685},
'code': 'DI1'},
'buyOffer': {'price': 9.12},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 9.13},
'symb': 'DI1N20'},
{'SctyQtn': {'avrgPric': 10.8811,
'bottomLmtPric': 9.96,
'curPrc': 10.97,
'maxPric': 10.97,
'minPric': 10.78,
'opngPric': 10.78,
'prvsDayAdjstmntPric': 10.885,
'topLmtPric': 12.08},
'asset': {'AsstSummry': {'grssAmt': 3106685.3,
'mtrtyCode': '2022-04-01',
'opnCtrcts': 16160,
'tradQty': 7,
'traddCtrctsQty': 45},
'code': 'DI1'},
'buyOffer': {'price': 10.78},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 10.81},
'symb': 'DI1J22'},
{'SctyQtn': {'avrgPric': 11.7735,
'bottomLmtPric': 10.89,
'curPrc': 11.7,
'maxPric': 11.91,
'minPric': 11.69,
'opngPric': 11.74,
'prvsDayAdjstmntPric': 11.836,
'topLmtPric': 13.06},
'asset': {'AsstSummry': {'grssAmt': 88173754.85,
'mtrtyCode': '2024-01-02',
'opnCtrcts': 63830,
'tradQty': 247,
'traddCtrctsQty': 1595},
'code': 'DI1'},
'buyOffer': {'price': 11.69},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 11.71},
'symb': 'DI1F24'},
{'SctyQtn': {'avrgPric': 10.0743,
'bottomLmtPric': 9.1,
'curPrc': 10.08,
'maxPric': 10.08,
'minPric': 10.07,
'opngPric': 10.07,
'prvsDayAdjstmntPric': 9.996,
'topLmtPric': 11.15},
'asset': {'AsstSummry': {'grssAmt': 2730323.55,
'mtrtyCode': '2021-04-01',
'opnCtrcts': 57813,
'tradQty': 5,
'traddCtrctsQty': 35},
'code': 'DI1'},
'buyOffer': {'price': 9.92},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 9.94},
'symb': 'DI1J21'},
{'SctyQtn': {'avrgPric': 11.3251,
'bottomLmtPric': 10.43,
'curPrc': 11.29,
'maxPric': 11.49,
'minPric': 11.24,
'opngPric': 11.27,
'prvsDayAdjstmntPric': 11.375,
'topLmtPric': 12.59},
'asset': {'AsstSummry': {'grssAmt': 2902365222.1,
'mtrtyCode': '2023-01-02',
'opnCtrcts': 643495,
'tradQty': 5563,
'traddCtrctsQty': 46221},
'code': 'DI1'},
'buyOffer': {'price': 11.28},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 11.29},
'symb': 'DI1F23'},
{'SctyQtn': {'bottomLmtPric': 6.043,
'prvsDayAdjstmntPric': 6.394,
'topLmtPric': 6.743},
'asset': {'AsstSummry': {'mtrtyCode': '2018-09-03', 'opnCtrcts': 794385},
'code': 'DI1'},
'buyOffer': {'price': 6.391},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 6.394},
'symb': 'DI1U18'},
{'SctyQtn': {'avrgPric': 10.9889,
'bottomLmtPric': 10.12,
'curPrc': 10.98,
'maxPric': 11.18,
'minPric': 10.96,
'opngPric': 11.01,
'prvsDayAdjstmntPric': 11.055,
'topLmtPric': 12.25},
'asset': {'AsstSummry': {'grssAmt': 751347046.85,
'mtrtyCode': '2022-07-01',
'opnCtrcts': 107601,
'tradQty': 378,
'traddCtrctsQty': 11210},
'code': 'DI1'},
'buyOffer': {'price': 10.98},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 10.99},
'symb': 'DI1N22'},
{'SctyQtn': {'avrgPric': 6.525,
'bottomLmtPric': 6.025,
'curPrc': 6.525,
'maxPric': 6.525,
'minPric': 6.525,
'opngPric': 6.525,
'prvsDayAdjstmntPric': 6.528,
'topLmtPric': 7.025},
'asset': {'AsstSummry': {'grssAmt': 49414005.0,
'mtrtyCode': '2018-11-01',
'opnCtrcts': 388520,
'tradQty': 8,
'traddCtrctsQty': 500},
'code': 'DI1'},
'buyOffer': {'price': 6.51},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 6.56},
'symb': 'DI1X18'},
{'SctyQtn': {'avrgPric': 7.3144,
'bottomLmtPric': 6.695,
'curPrc': 7.32,
'maxPric': 7.41,
'minPric': 7.26,
'opngPric': 7.28,
'prvsDayAdjstmntPric': 7.341,
'topLmtPric': 8.115},
'asset': {'AsstSummry': {'grssAmt': 2331794391.85,
'mtrtyCode': '2019-04-01',
'opnCtrcts': 818987,
'tradQty': 391,
'traddCtrctsQty': 24305},
'code': 'DI1'},
'buyOffer': {'price': 7.315},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 7.325},
'symb': 'DI1J19'},
{'SctyQtn': {'avrgPric': 6.4435,
'bottomLmtPric': 6.015,
'curPrc': 6.448,
'maxPric': 6.45,
'minPric': 6.435,
'opngPric': 6.45,
'prvsDayAdjstmntPric': 6.447,
'topLmtPric': 6.875},
'asset': {'AsstSummry': {'grssAmt': 6047420821.25,
'mtrtyCode': '2018-10-01',
'opnCtrcts': 2472721,
'tradQty': 133,
'traddCtrctsQty': 60850},
'code': 'DI1'},
'buyOffer': {'price': 6.446},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 6.448},
'symb': 'DI1V18'},
{'SctyQtn': {'avrgPric': 12.2392,
'bottomLmtPric': 11.39,
'curPrc': 12.2,
'maxPric': 12.41,
'minPric': 12.2,
'opngPric': 12.26,
'prvsDayAdjstmntPric': 12.334,
'topLmtPric': 13.57},
'asset': {'AsstSummry': {'grssAmt': 13930258.0,
'mtrtyCode': '2026-01-02',
'opnCtrcts': 78158,
'tradQty': 40,
'traddCtrctsQty': 325},
'code': 'DI1'},
'buyOffer': {'price': 12.19},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 12.21},
'symb': 'DI1F26'},
{'SctyQtn': {'avrgPric': 9.439,
'bottomLmtPric': 8.64,
'curPrc': 9.51,
'maxPric': 9.57,
'minPric': 9.4,
'opngPric': 9.4,
'prvsDayAdjstmntPric': 9.496,
'topLmtPric': 10.61},
'asset': {'AsstSummry': {'grssAmt': 1046752634.45,
'mtrtyCode': '2020-10-01',
'opnCtrcts': 219310,
'tradQty': 62,
'traddCtrctsQty': 12645},
'code': 'DI1'},
'buyOffer': {'price': 9.41},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 9.44},
'symb': 'DI1V20'},
{'SctyQtn': {'bottomLmtPric': 10.56,
'prvsDayAdjstmntPric': 11.509,
'topLmtPric': 12.72},
'asset': {'AsstSummry': {'mtrtyCode': '2023-04-03', 'opnCtrcts': 11610},
'code': 'DI1'},
'mkt': {'cd': 'FUT'},
'symb': 'DI1J23'},
{'SctyQtn': {'avrgPric': 10.2088,
'bottomLmtPric': 9.37,
'curPrc': 10.18,
'maxPric': 10.35,
'minPric': 10.14,
'opngPric': 10.14,
'prvsDayAdjstmntPric': 10.276,
'topLmtPric': 11.45},
'asset': {'AsstSummry': {'grssAmt': 1141539998.05,
'mtrtyCode': '2021-07-01',
'opnCtrcts': 407600,
'tradQty': 989,
'traddCtrctsQty': 15035},
'code': 'DI1'},
'buyOffer': {'price': 10.17},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 10.18},
'symb': 'DI1N21'},
{'SctyQtn': {'avrgPric': 7.0568,
'bottomLmtPric': 6.405,
'curPrc': 7.02,
'maxPric': 7.065,
'minPric': 7.02,
'opngPric': 7.065,
'prvsDayAdjstmntPric': 7.01,
'topLmtPric': 7.7},
'asset': {'AsstSummry': {'grssAmt': 22816998.75,
'mtrtyCode': '2019-02-01',
'opnCtrcts': 198230,
'tradQty': 29,
'traddCtrctsQty': 235},
'code': 'DI1'},
'buyOffer': {'price': 6.99},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 7.02},
'symb': 'DI1G19'},
{'SctyQtn': {'avrgPric': 7.7849,
'bottomLmtPric': 7.12,
'curPrc': 7.775,
'maxPric': 7.9,
'minPric': 7.715,
'opngPric': 7.73,
'prvsDayAdjstmntPric': 7.817,
'topLmtPric': 8.7},
'asset': {'AsstSummry': {'grssAmt': 3488606085.5,
'mtrtyCode': '2019-07-01',
'opnCtrcts': 791673,
'tradQty': 1523,
'traddCtrctsQty': 37135},
'code': 'DI1'},
'buyOffer': {'price': 7.77},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 7.78},
'symb': 'DI1N19'},
{'SctyQtn': {'avrgPric': 12.0531,
'bottomLmtPric': 11.16,
'curPrc': 12.01,
'maxPric': 12.23,
'minPric': 11.99,
'opngPric': 12.03,
'prvsDayAdjstmntPric': 12.114,
'topLmtPric': 13.35},
'asset': {'AsstSummry': {'grssAmt': 1748133912.1,
'mtrtyCode': '2025-01-02',
'opnCtrcts': 525980,
'tradQty': 3842,
'traddCtrctsQty': 35941},
'code': 'DI1'},
'buyOffer': {'price': 12},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 12.01},
'symb': 'DI1F25'},
{'SctyQtn': {'avrgPric': 12.725,
'bottomLmtPric': 11.71,
'curPrc': 12.73,
'maxPric': 12.73,
'minPric': 12.72,
'opngPric': 12.72,
'prvsDayAdjstmntPric': 12.658,
'topLmtPric': 13.9},
'asset': {'AsstSummry': {'grssAmt': 327258.25,
'mtrtyCode': '2028-01-03',
'opnCtrcts': 9805,
'tradQty': 2,
'traddCtrctsQty': 10},
'code': 'DI1'},
'buyOffer': {'price': 12.47},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 12.51},
'symb': 'DI1F28'},
{'SctyQtn': {'avrgPric': 8.5217,
'bottomLmtPric': 7.8,
'curPrc': 8.51,
'maxPric': 8.66,
'minPric': 8.46,
'opngPric': 8.51,
'prvsDayAdjstmntPric': 8.576,
'topLmtPric': 9.59},
'asset': {'AsstSummry': {'grssAmt': 12632820547.85,
'mtrtyCode': '2020-01-02',
'opnCtrcts': 2512243,
'tradQty': 7202,
'traddCtrctsQty': 141065},
'code': 'DI1'},
'buyOffer': {'price': 8.51},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 8.52},
'symb': 'DI1F20'},
{'SctyQtn': {'bottomLmtPric': 11.84,
'prvsDayAdjstmntPric': 12.79,
'topLmtPric': 14.03},
'asset': {'AsstSummry': {'mtrtyCode': '2030-01-02', 'opnCtrcts': 5325},
'code': 'DI1'},
'mkt': {'cd': 'FUT'},
'symb': 'DI1F30'},
{'SctyQtn': {'bottomLmtPric': 11.04,
'prvsDayAdjstmntPric': 11.991,
'topLmtPric': 13.21},
'asset': {'AsstSummry': {'mtrtyCode': '2024-07-01', 'opnCtrcts': 25060},
'code': 'DI1'},
'buyOffer': {'price': 11.83},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 11.87},
'symb': 'DI1N24'},
{'SctyQtn': {'bottomLmtPric': 7.27,
'prvsDayAdjstmntPric': 7.974,
'topLmtPric': 8.895},
'asset': {'AsstSummry': {'mtrtyCode': '2019-08-01', 'opnCtrcts': 24280},
'code': 'DI1'},
'buyOffer': {'price': 7.905},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 7.94},
'symb': 'DI1Q19'},
{'SctyQtn': {'avrgPric': 11.292,
'bottomLmtPric': 10.28,
'curPrc': 11.3,
'maxPric': 11.3,
'minPric': 11.29,
'opngPric': 11.29,
'prvsDayAdjstmntPric': 11.22,
'topLmtPric': 12.42},
'asset': {'AsstSummry': {'grssAmt': 1613776.85,
'mtrtyCode': '2022-10-03',
'opnCtrcts': 32880,
'tradQty': 3,
'traddCtrctsQty': 25},
'code': 'DI1'},
'buyOffer': {'price': 11.1},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 11.13},
'symb': 'DI1V22'},
{'SctyQtn': {'avrgPric': 11.5762,
'bottomLmtPric': 10.65,
'curPrc': 11.5,
'maxPric': 11.68,
'minPric': 11.5,
'opngPric': 11.58,
'prvsDayAdjstmntPric': 11.602,
'topLmtPric': 12.82},
'asset': {'AsstSummry': {'grssAmt': 19148925.5,
'mtrtyCode': '2023-07-03',
'opnCtrcts': 22610,
'tradQty': 29,
'traddCtrctsQty': 325},
'code': 'DI1'},
'buyOffer': {'price': 11.5},
'mkt': {'cd': 'FUT'},
'sellOffer': {'price': 11.51},
'symb': 'DI1N23'}]
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