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How to use Python to analyze 1.4 billion of data! Senior programmers to teach you! Hundreds of millions of levels!

hardware and Python, it is possible to load, process and extract arbitrary statistics from 1 billion of rows of data within a reasonable time,Results:Compare Google (without any baseline adjustments):More filtering Logic-tube.skip_unless () is a relatively simple way to filter rows, but lacks the ability to combine conditions (and/or/not). This can reduce the volume of data loading faster, under some use cases.Better string matching-the simple tests are as follows: StartsWith, EndsWith, contain

Do you know where the college entrance examination is the hardest and which year is the most difficult? I'm using Python data to analyze

? Compared with the overall admission rate, people are more controversial than the difference between the different regions before the college entrance examination.First look at the following 2018 years of registration in each province:Code:data_prov_ad = [(‘湖南‘, 11.2), (‘江西‘, 10.4), (‘安徽‘, 14.2), ..., (‘浙江‘, 14)]geo = Map("2017各省一本录取率")attr, value = geo.cast(data_prov_ad)geo.add("", attr, value, visual_range=[8, 20], is_visualmap=True, is_map_symbol_show=False)geo.render()The hardest three regi

20135239 Silam Linux Kernel analysis assemble a simple C program and analyze its instruction process

Silam + Linux kernel Analysis MOOC course http://mooc.study.163.com/course/USTC-1000029000 The first week of Linux kernel Analysis learning note One, how does a computer work?What is the von Neumann architecture? In short, it is the storage program computer, and the storage program computer refers to from the hardware point of view,X86 Compilation BasicsThe details of the study notes are written in the notes. Again not much to say.Summary: Before has been not quite understand the assembly code,

Analyze Xu Zheng Does's hundreds of thousands of data with Python! Is this the real secret of the 3 billion box office?

Ningjing is "Limit Challenge" director, Xu Zheng does, who has scored 9.0 in the current program, looks like he's really good for a reality show.Figure AFigure DFinally take a look at the Xu Zheng does embarrassed IP movie Select the actor popularity situation, the actor watercress on the number of collectors as a popular measure, compared to the "embarrassed in Hong Kong" "Thai embarrassed" "People in the Bad way" actor popularity, it seems that "Hong Kong" failure is really a big factor attri

Analyze the cause of Win7 Remote Desktop open failure

Many people's understanding of remote control, but also stay in the remote control QQ. But now more and more people work, with a computer while there is a computer open, sometimes, need to use the home computer control to work with the computer or work computer need to control the home computer. This is not possible through the remote control of QQ to achieve. This does not teach you how to achieve the control of 2 computers, but to call you win7 to achieve the prerequisite of 2 computers to con

How to use Jfreechart to analyze the performance of cassandra/oracle inserting massive data

To analyze the performance of inserting massive data into the Cassandra Cluster or Oracle, that is, the insertion rate, we sampled the inserted data using a Java program, and finally plotted the sample results with Jfreechart. For the sake of fairness, we did the following: 1. All the loop variables are placed outside the loop 2. For Cassandra, the Replication-factor setting is 1, so inserting the data does not require inserting additional backups.

Why should there be a uboot? Take you to fully analyze the role of uboot in the boot process of embedded Linux system

that the DDR is used every time the system runs.(2) The memory partition is mainly before the Linux kernel boot up, the kernel memory management module after the Linux kernel boot will take over the entire memory space, then we do not have to control.(3) Note that the key to memory partitioning is what is used in memory for what to do must be allocated in order to avoid different functions using the same piece of memory caused by the mutual trampling. For example, we tftp 0x23e00000 zimage to d

Using Jsoup to analyze weather forecast

Java an open source parsing HTML program Jsoup HTML parsing, and let us like the CSS operation to get the parsed content, this article uses its characteristics to parseJsoup Open source jar package please download it yourselfpublicclassweatherinfo{/***@ Paramargs*/publicstaticvoidmain ( String[]args) {getcityweatherinfo (); //getcityandurl (); }/** *jsoup.connect example * get Weather Forecast web page, and analyze the weather phenomenon Air wind w

Crawl pages in PHP and analyze

Maximum number of redirects, 0 = not allowed (5) $offsiteok Whether or not to allow redirects off-site. (true) $expandlinks Whether to complete the link as full address (true) $user Authenticated user name, if any $pass Authenticated user name, if any $accept HTTP Accept type (image/gif, Image/x-xbitmap, Image/jpeg, Image/pjpeg, */*) $error Where is the error, if any

Analyze Ajax Crawl today's headline Street Photo gallery

): + if notOs.path.exists (Item.get ('title')): -Os.mkdir (Item.get ('title')) $ Try: $Local_image_url = Item.get ('Image') -New_image_url = Local_image_url.replace ('List','Large') -Response = Requests.get ('http:'+New_image_url) the ifResponse.status_code = = 200: -File_path ='{0}/{1}. {2}'. Format (Item.get ('title'), MD5 (response.content). Hexdigest (),'jpg')Wuyi if notos.path.exists (file_path): theWith open (File_path,'WB') as F: - f.write (response.content)

Example explanation: Using IBM Heapanalyzer to analyze heap dump files step

Demand motivation: Solving OOM (Object out of Memory) problems and system tuning 1. How to generate Java heap dump Java heap dump files are generated when there are too many objects in the JVM and the Java heap (Java heap) is depleted. Alternatively, you can use a tool or command to display the file. The ctrl+break can be generated by using the command line during program execution, with tools such as IBM Heapanalyzer, Sap Memory Analyzer, and Eclipse Memory Analyzer generating dump files in th

Analyze the event registration problem caused by JS closure _javascript Skills

background: leisure time read a few about JS scope chain and closure of the article, and occasionally saw a problem encountered before, is in the For loop for the DOM node registration event driver, see the following code: According to the normal idea, the result should be to click 3 buttons respectively to hint "Anchor1", "Anchor2", "Anchor3"; at the beginning of the period I think so, but the result is no matter what button clicked, will prompt "Anchor4". What is this for? Don't

The role of Oracle analyze table __oracle

Let's take a brief note. Today, helping colleagues guide the data, from the development environment to the test environment, found that a query is slow. See the execution plan, and found that the full table scan (about 300w records in the table), why not use the index, view the index status, everything is normal. Dizzy.Must be the index of the problem, first analysis of the table to say.Analyze table Ysgl_compile_reqsub Compute statistics for all indexes; It's normal. -------------------------

Use the show profile command to analyze performance in Mysql collation _mysql

End | 0.000057 | 0.000000 | 0.000000 | | Closing Tables | 0.000061| 0.000000 | 0.000000 | | Freeing items | 0.000080 | 0.000000 | 0.000000 | | Logging Slow Query | 0.000056 | 0.000000 | 0.000000 | | Logging Slow Query | 0.000098 | 0.000000 | 0.000000 | | Cleaning Up | 0.000059 | 0.000000 | 0.000000 | +------------------------------+-----------+----------+------------+ rows in Set (0.00 sec) Ps:Show profiles all for QUERY 2 can also be obtained by using the SELECT * from information_schema.p

How to use log miner to analyze Oracle logs _oracle

/1_4_883536782.dbf --Start Log miner add logs to analyze Sql> Execute dbms_logmnr.add_logfile (logfilename=> '/oracle/arch1/1_2_883536782.dbf ', Options=>dbms_ logmnr.new); Pl/sql procedure successfully completed. --Add logs to be analyzed Sql> Execute dbms_logmnr.add_logfile (logfilename=> '/oracle/arch1/1_3_883536782.dbf ', Options=>dbms_ Logmnr.addfile); Pl/sql procedure successfully completed. Sql> Execute

14 Free visitor behavioral analysis tools to help you analyze your site

free tools presented in this article! They were: 1, the use of Google Analytics tracking the source of visitors, and they have clicked on which site links Google Analytics (Analytics) is an enterprise-class network analysis solution. Not only does this tool give you a better understanding of site traffic and marketing, but it also offers a powerful, flexible and Easy-to-use feature that lets you view and analyze traffic data in a new way. With Go

How to use Google Analytics to track and analyze customer calls

In September, Shenzhen website analysis and sharing activities, a friend asked the customer calls tracking content, at that time I made some simple answer, but the answer is not very systematic. Use this article to make some deep sharing with you. Google Analytics is currently not able to track the offline activity data, so, the successful implementation of the user call tracking scheme requires the Web analytics tools and a number of third-party service providers combined services, foreign com

int, read "Deep C # Memory management to analyze value types & reference types, boxing & unboxing, stacking the differences between several conceptual combinations"

Today a little bit of free, originally want to see what the Web page, helpless boss sits, had to open the "CLR VIA C #" Some places are a bit confused, ready to knock code to try, open the learning project, suddenly found that there was a before see "Deep C # Memory management to analyze value types reference types, boxing unboxing, stacking the differences between several conceptual combinations" legacy issues The code is like this. in

Using JavaScript's anonymous function to analyze a few pieces of simple and interesting code _javascript tips

difference in the way the return was written, the two codes are almost identical, so we infer that it is no doubt that the form of new string gives our functions an unexpected effect. Why is that? Originally, in JavaScript, as long as the new expression after the constructor returned (return) of a primitive type (no return is actually the original type undefined, such as (1)), such as the first (2), Then return the anonymous object created by new, and if the constructor after the new expressio

Linux Kernel Analysis (i)--disassemble a simple C program and analyze the execution of its assembler code __linux

) call F addl $,%eax Leave RET ——————————————— Everyone, I'm still a split-line ————————————————— Now analyze the execution process of the assembly code and the stackFirst, the meanings of each register are shown in the following illustration: Common assembly statements have the following meanings: * Note: Picture screenshot from the course provided courseware, if you want to learn more about register related knowledge, pleas

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