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R you ready? -- Elegant and excellent statistical analysis and drawing environment in the big data age

Oracle, DB2, and MySQL. Intercommunication with python, Java, C, C ++, and other languages APIS can be called, such as Google, Twitter, and Weibo. Most other statistical software can call R, such as SAS, SPSS, and statistica. Even some direct commercial applications, such as Oracle R enterprise, IBM netezza, r add-on for teradata, SAP Hana, Sybase RAP (Liu Si, 2012) 2.2 honors R language has so many advantages, most of the reason is t

About the architecture of high-performance and high-concurrency websites with tens of millions of PVS/IP addresses

core business uses the hardware netapp/emc and san Optical Fiber architecture. For resource data storage and video, sas or solid state ssd disks are used. If the data is too large, you can use the hotspot shard storage method: for example, the most frequently accessed 10-20% uses ssd storage, and the 20-30% in the middle uses sas disks, the last 40-50% can use cheap sata. Layer 7: If the design of tens of

Interpreting the most authoritative report of BI Circle of business intelligence--gartner Magic Quadrant 2015 (2)

project investments, while enterprise-class features such as monitoring, management, embedding, and extensibility are still in the process of being developed (Qlik has released Qlik sense, and each version of Tableau complements some enterprise-class features).There is a view that tableau and Qlik have been focused on optimizing the ease of use of the product to access more users, but less attention is paid to emerging growth areas such as smart data discovery to further enhance the democracy o

Talking about the architecture of high-performance and high-concurrency websites with tens of millions of PVS/IP addresses

business uses the hardware netapp/emc and san optical fiber architecture. for resource data storage and video, sas or solid state ssd disks are used. if the data is too large, you can use the hot spot Shard method, for example, the most frequently accessed 10-20% uses ssd storage, and the 20-30% in the middle uses the sas disk, the last 40-50% can use cheap sata. Layer 7: If the design of tens of millions

Is the data thinking important in the era of big data, or is it important to the relevant technology?

the form of a chart, we can make a new year's annual plan based on that data. Without making a decision on the forehead. And now the application of data visualization is also very much, the actual application also shows the corresponding value.Say the above three points, and then say big data technology.The first thing to mention is Hadoop, a distributed storage that is now in use in most enterprises, while its distributed storage shortens the user's read time. Next-generation technology, spark

MySQL database optimization practices

Parameters Create flashcache: flashcache_create-B 4 k cachedev/dev/sdc/dev/sdb The size of the flashcache block is the same as that of the Percona page. Flashcache parameter settings: Flashcache. fast_remove = 1: Enable the fast remove feature. when the machine is disabled, you do not need to write dirty blocks in the cache to the disk. Flashcache. reclaim_policy = 1: dirty block flushing policy, 0: FIFO, 1: LRU. Flashcache. dirty_thresh_pct = 90: dirty block threshold value on each hash set in

Python Regular Expressions

= re.compile(p1)print pattern1.findall(key)Output results[‘@hit.‘]Added a "?" We changed the greedy "+" to the lazy "+". This is also true for [abc]+,\w* and the like]. Quiz: The above example can not use lazy match, think of a way to get the same result * * Personal advice: When you use the "+", "*", you must first think about whether the greedy type or lazy type, especially when you use a larger range of items, because it is likely to be more matching characters back to you!!! *

DELL R720 RAID Linux driver problem Xen installation

The company has a Dell R720 server, want to install Xen, the result of loading when asked me to select the disk, it appears that the disk RAID does not recognize the problem. Find Dell official for detailed model,megaraid SAS 9265-8i is LSI's product, go to LSI official website http://www.lsi.com China Station: http://www.avagotech.cn /support/download-search Download Understand, first go to Baidu search for this raid information, understand,

Getting started with Python regular Expressions (beginner)

[‘@hit.‘]Added a "?" We changed the greedy "+" to the lazy "+". This is also true for [abc]+,\w* and the like]. Quiz: The above example can not use lazy match, think of a way to get the same result * * Personal advice: When you use the "+", "*", you must first think about whether the greedy type or lazy type, especially when you use a larger range of items, because it is likely to be more matching characters back to you!!! **To be able to accurately control the number of repetition

What exactly is u.2 SSD?

SSD interface is diverse, the mainstream SATA3.0 interface most common, the recent very hot M.2/PCI-E interface, once extremely the SSD most loves to use the mSATA interface, now has appeared a u.2 interface, must pedal m.2, replaces Sata, becomes the future SSD mainstream choice? What exactly is the U.2 interface? Today's SSD story, we'll talk about u.2 SSD.   What is the U.2 interface? The U.2 interface, formerly called SFF-8639, is driven by Intel single-handedly.

Getting started with Python regular Expressions (introductory article) _python

more times. But we didn't dwell on how many times it was. So it will be as "greedy" as possible to give us matching characters, in this case it matches to the last ".". How do we solve this problem? Just add one after "+"? "Just fine." Import re key = r "chuxiuhong@hit.edu.cn" p1 = r "@.+?\." #我想匹配到 @ back to "." Between that here is hit pattern1 = Re.compile (p1) print Pattern1.findall (key) Output results ['@hit.'] Added a "?" We change the greedy "+" to the lazy "+". This is

Linux System Management (1)

Tags: System tube LinuxLinux system management is mainly divided into: 1. Storage management; 2. package management; 3.sed, awk application ; 4. Process management; 5. network management; 6.Linux kernel management; 7.Linux system start-up process; 8. system installation; 9. Improve the use of shell scripts; Let's talk about Linux storage management.The Linux storage management mainly has the disk controller, the bus, the disk interface, the disk controller generally has two kinds, the IDE as wel

Three years of professional technical support for DELL PowerEdge R710

As a dual top configuration server, the Dell PowerEdge R710 adopts a 2U rack-mounted design style with excellent ventilation and heat dissipation, and features unique data security protection, it is specially designed for key nodes of large and medium-sized enterprises to meet the server requirements of enterprises. Product features: 2U rack Server Excellent ventilation and heat dissipation performance Equipped with slide rails for easy installation Dell PowerEdge R710 Product Configurat

Regularly back up and clear shell code for system logs

1. Back up and clear the old log Shell script: #! /Bin/sh # backup eoslog # author www.jbxue.com # define the environment variable EOS_HOME =/home/eosSAS_HOME =/home/eos/SAS # test the active/standby node if test-d '/home/eos /SAS/sasw.web1 'thensas _ LOG_HOME = $ SAS_HOME/sasw.web1/SAS_Domain/logs = $ SAS_HOME/SAS2_web1/SAS_Domain/binfi # define and create the log Backup Directory logs = $ EOS_HOME/saslog/

Now, can python perfectly replace R and stata in the field of statistics or (theory/Application) Metering economics?

comparable. Not to mention stata .. Sas has gradually become incomparable. Python and r have their own advantages. To put it simply, these two tools are very popular in cs and statistics. In contrast, python can better reflect the thinking of cs, and r is basically an application carried from theory to implementation for statistics. Of course, this has a profound relationship with the history of these two languages. Python is closely related to c, an

Vsphere Deployment Series 05--Virtual machine creation and setup

of the Intel 82545EM Gigabit Ethernet card, and basically all of the OS are E1000 driven, so compatibility is the best. Vmxnet 2 is an older generation of parallel virtual web, only applicable to esx/esxi3.5 and above the limited customer operating system, vmxnet 3 relatively new, but it seems only applicable to virtual machine version 7 virtual machine (virtual machine version set in the first two steps, The version recommended for use in ESXI5 is 8). These two cards provide better performance

How to learn data mining in a systematic way

, social and other big data -related industries to do machine learning algorithm implementation and analysis. Scientific research direction: in universities, research units, enterprise research institutes and other high-level scientific research institutions to study the new algorithm efficiency improvement and future application. Second, talk about the skills required in each area of work.(1). Data Analyst A deep mathematical and statistical basis is needed, but the ability to

Differences between several SCSI contrller types

In VMware vsphere Web client, you can add a new SCSI controller to the VM. The options include the following types. What are their differences? How to choose? Buslogic parallel One of the earliest vscsi controllers on the VMware platform. the first version of Windows has its driver by default, making it easier to install a specific version of Windows. the performance is incomparable with that of the LSI logic driver. Because the queue depth in the Windows Driver is limited to 1, the LSI lo

Shell script regular backup clears Running System Log Code

1. Write the backup and clear the old log Shell script: Copy codeThe Code is as follows :#! /Bin/sh # Backup eoslog # Author rhao # Date 2008-12-27 # Define Environment VariablesEOS_HOME =/home/eosSAS_HOME =/home/eos/SAS # Test primary and secondary nodesIf test-d '/home/eos/SAS/sasw.web1'ThenSAS_LOG_HOME = $ SAS_HOME/sasw.web1/SAS_Domain/binElseSAS_LOG_HOME = $ SAS_HOME/SAS2_web1/SAS_Domain/binFi # Define

HP Smart array card type

1. The e200 array card is a PCI-E interface that supports 3g sas (300 MB/S) hard drives, 1.5g SATA compatible, supports raid 0/1, by upgrading 128 MB battery-backed write cache (bbwc) supports RAID 5 and MIPS 32-bit Processors E200 supports 8 disks, and e200i supports 2-8 Disks Based on the server model. 2. P400 array card is a PCI-E Interface Supporting 3g sas (300 MB/S) Hard Drive, compatible with 1.5g

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