Big Data Current major trends (self-understanding)file system, deployment, various streams and open source tools-------ETL Development (BI project)----Data statistical analysis------data Mining, machine learning Image from the analysisfirst, about KAKFA Kafka relatedKafka, a distributed messaging system developed by LinkedIn, is written in Scala and is widely use
.Data is duplicated into a dimension model for easy creationOLAP. Currently, OLAP modeling tools are powerful enough, and explicit dimensions and fact table definitions are not required in relational data;
For the above three reasons, only2 can be established. Therefore, the data warehouse is now under question. The
The difference between OLAP and OLTP and what is Data Warehouse OLAP is often referred to as a data warehouse. But the data warehouse is only part of OLAP, not all. OLTP multi-index than OLAP, and the real-time requirements of hig
coordination jobsHDFs dfs-put-f coordinator.xml/user/root/(4) Run the coordination jobOozie Job-oozie Http://cdh2:11000/oozie-config/root/job-coord.properties-runFrom the Oozie Web console, you can see the coordinated jobs ready to run, with the status of Prep as shown in.This coordination job starts on July 11, 2016 and executes 14 points per day. The end date is very late, which is set for December 31, 2020. Be aware of the time zone settings. Oozie The default time zone is UTC and does not w
Share an example of a real-time data warehouse.
The customer is a municipal Tobacco Company and needs to analyze the cigarette sales data in real time. About 0.1 million pieces of data are collected every day, which occurs within four hours.
Our solution is:
1. The dimension table information is processed every night (
Infobright is the MySQL three-party dedicated data analysis engine, specifically for more than billion-level data query, and query speed is the MySQL Myisam,innodb 5~60 times, the engine can be said that each field has established a variety of indexes,https://www.infobright.org/Installation and use: http://blog.zyan.cc/infobright/The engine is three-way, there are two versions of the official web, one is th
Detailed explanation of special character processing during MySQL data warehouse receiving
In a string, if a sequence has a special meaning, each sequence starts with a backslash ("") and is called an escape character. MySQL recognizes the following escape characters:
0An ASCII 0 (NUL) character.'It is a string of 39 ASCII single quotes."An ASCII 34 double quotation mark ("") character.An ASCII 8 return cha
Php saves data to mysqlWe plan to clean up data before warehouse receiving at the dao layer, such as varchar trim and int for intval.One day, I suddenly remembered that the value range of php intval is the same as that of mysql's int type?I checked it. It's different ......Http://php.net/manual/en/function.intval.phpHttp://dev.mysql.com/doc/refman/5.1/zh/column-t
PHP saves data to MySQL
We plan to clean up data before warehouse receiving at the DaO layer, such as varchar trim and INT for intval.
One day, I suddenly remembered that the value range of PHP intval is the same as that of MySQL's int type?
I checked it. It's different ......
Http://php.net/manual/en/function.intval.php
Http://dev.mysql.com/doc/refman/
and definition, to integrate into the idea of business intelligence, due to the small and medium-sized banks of data sources are not complex and data volume is not very small, can save data warehouse and other supporting software.
Three-tier architecture
The system is composed of Report Designer, report process desi
Objective
In the field of data warehousing, query performance is an important performance indicator for customers, whether in production systems or POC (Proof of Concept) performance tests. Good query performance lays the foundation for the efficient operation of various data warehouse applications. As for query performance, it is well known that the main perfor
July 31, 2006, Oracle and Hewlett-Packard jointly announced that both sides have jointly developed a "reference match" to help it to accelerate the deployment of data warehouses based on HP server and storage platforms, Oracle (r) database 10g software.
The development of this set of "reference matching", can help customers from the outset to obtain their required database, server and storage of the best combination of resources. These types of matc
Several standards in the data warehouse
1. Database naming rulesAll Database programmers in a project team should abide by the unified database naming rules ". In appendix B of this book, we provide an "database naming convention" instance for your reference.2. database design paradigmWhen designing relational databases, you must follow certain rules. In particular, the database design paradigm. Next we w
In the data warehouse project, ETL is undoubtedly the most tedious, time-consuming, and unstable. If the data source and target are both Oracle and meet certain conditions, you can use the oracle tablespace to improve ETL efficiency.To use a tablespace, the following conditions must be met:The source and target databases must both be larger than 8i;Ø for versions
'/home/centos/customers.txt ' into table t2;//upload to hive table from local file, local is uploading file,Copying tables$mysql >create Table TT as SELECT * from users; Copy tables, carry data and table structure$mysql >create table TT like users; Copy table, carry only table structure, without datahive>create table tt as select * from users;hive>create table tt like users ;hive>select count(*) from users; //这个需要转成mr进行处理,count(*) 查询要转成mr查询hive>s
I was the first time to install the orgal11g Data Warehouse, in the installation process, there are many problems. The installation process and the problem-solving solution are documented. If there is any shortage, please criticize the advice.1. Ensure that the orcal11g is installed in the system. Because of the limitations, I install both the server and the client on the local machine. The local environmen
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