some values are missing, they are treated as 0, such as the server04:0
This makes it easy to add nodes
The version stamp only detects conflicts and does not resolve conflicts, and conflict resolution relies on domain knowledge
Seven, Map-reduce
A form of dispersion-aggregation (scatter-gather) pattern
Put some of the computational logic on the database server
The input value is a collection, and the output value is a collection of key-value pairs
Th
, Oracle BDB.
column store database:
graph database: The graph structure of the database is different from the other columns and the rigid structure of the SQL database, it is using a flexible graphical model, and can be extended to multiple servers. NoSQL databases do not have a standard query language (SQL), so database queries require a data model. Many NoSQL databases have rest-type data interfaces or query APIs. such as:
This text connection: http://blog.csdn.net/freewebsys/article/details/46348975 reprint Please specify the source!1, about the graph databaseTinkerpop is a project under the Apache incubator.The open source graph database engine, the graph database uses most is neo4j, but has the copyright restriction, if uses the Community edition can only be, the single machine runs.http://tinkerpop.incubator.apache.org/Documentation Reference:http://tinkerpop.incuba
database is more efficient than the key-value database query. Databases of this type are: CouchDB,MongoDb。 Domestic also has the document type database SEQUOIADB, already open source.4. Graph Database (graph)The graphical structure of the database is different from the other columns and the rigid structure of the SQL database, it is using a flexible graphical model, and can be extended to multiple servers.NoSQL databases do not have a standard query language (SQL), so database queries require a
) .contains(frodo, sam) .doesNotContain(sauron);There is also an interesting assert feature is continue on erros:soft-assertionsDetailed instructions for use see: joel-costigliola.github.io/assertj/assertj-core-features-highlight.htmlNoteWhen you introduce MAVEN dependencies, be aware of the JDK version:dependency> groupId>Org.assertjgroupId> artifactid>Assertj-coreartifactid> -- -- version>1.7.1version> scope>TestScope>Depend
predefined Mode-Key-Value Pair storage, column storage, document storage, and Graphic Database-Final consistency, not the ACID attribute-Unstructured and unpredictable data-CAP theorem?-High performance, high availability and scalability
Principles
ACID Principle
A (Atomicity) Atomicity
C (Consistency) Consistency
I (Isolation) Independence
D (Durability) Persistence
CAP principles
Consistency (all nodes share the same data at the same time
If you are already familiar with the Python and R module/package loading method, the table below is relatively easy to find. Python is referenced in the following table as a module . , and some modules are not native modules, please usepip install *installation; In the same vein, in order to facilitate indexing, R also :: represents the function and the name of the package in which the function is located, if it does not contain a :: default package that is represented as R, :: please useinstall
-development framework) that combines spring technology such as spring batch, Spring boot, and spring data to capture big data and process it.Spring Data: A toolkit that provides access and operations for a wide range of data and databases, including: JDBC, Redis, MongoDB, neo4j, and more.Spring Batch: Batch framework, or bulk task execution manager, features include task scheduling, logging/tracing, and so on.Spring security: is a secure framework th
columns-based storage (Cassandra), key/value storage (memcached), and document-based storage (couchdb) and graph structure storage (neo4j)
4. Unlike traditional relational databases, which have unified SQL language operation interfaces, nosql systems usually have their own unique API interfaces.
5. In terms of architecture, you must understand that the nosql system is designed for use in clusters with hundreds of machines, rather than shared
log records), and the number of nodes is faster.2. CouchDB
Suitable for CMS, phone book, address book, and other applicationsTri-MongoDB
It is applicable to distributed applications that support dynamic queries and require indexes. It requires performance requirements for large databases. Youku's online comment service has been partially migrated to mongodb.Redis
Suitable for applications with fast data changes and predictable database size (suitable for memory capacity), stock prices, data
analysis are very important areas, and there are many areas that can be expanded, combined with orchestrationengine, you can use cloud self-management and self-warning. Combined with Bi technology, you can collect statistics on operations and rationally allocate resources. Cloudfoundry is still under development.
5. Services: The cloud foundry service module is an independent plug-in module from the perspective of source code control, so that third parties can integrate their services into the
Label: style blog HTTP Io OS SP file data Div Services: The cloud foundry service module is an independent plug-in module from the perspective of source code control, so that third parties can integrate their services into the cloudfoundry ecosystem. On GitHub, we can see that the service is a repository independent from the cloudfoundry core project vcap, Which is vcap-service. In the service module, the design principle is to facilitate third-party service providers to provide services. Cloud
databases, there is no need to affect the previous data, but the subsequent data.
Disadvantage: the query performance is not high and there is a lack of unified query syntax
Application Scenario: Mainly used in web applications (mongodb can be used as long as things are not required)
Instance: mongodb, etc.
· Schema database model
Data Model: Graph Structure Model
Advantage: Graph structure algorithms are used to improve performance and meet application requirements in special scenarios.
Disad
projects still use spring2.5.6 (mainly)
4. After multi-layer encapsulation, performance will still suffer losses.
SpringNosql/cross-store
Prototype implementation allowing entities to be stored in multiple types of data stores (I. e. JPA and neo4j or JPA and redis etc .)
Johm
Johm is a blazingly fast object-Hash mapping library for Java identified red by the awesome ohm. the Johm ohm is a modern-day avatar of the old Orm's like hibe
listening. The specific practices will be detailed later.
At the same time, we should begin to look at some of the latest technical documents in the industry. These may not have been published yet, or there may be some free PDF files. In any case, you may also find about 5 Documents, which of the following are MongoDB, neo4j, and node. JS, angularjs, and so on. Let's take a closer look at it and make a system trainer. Because there are still few new
OSX does not support C, C ++, Cobol, Java, Perl, PHP, Python, and other programming languages.
In addition to the Top 10, there are many well-known databases, such as CouchDB (21), Neo4j (22), and Riak (30. At the same time, we also believe that with the emergence of a variety of new databases, the competition will become increasingly fierce.
Top 10 students with SQL statement query scores
Selet top 10 * from student table order by score descNosql Da
Why are there so many databases bitsCN.com?
Previously, Paul Graham showed us an interesting way to compare various programming languages: explaining what problems various programming languages are used to solve. I found that this method is also useful in databases:
Oracle: We need enterprise-level databases.
MySQL: Oracle is not open source.
PostgreSQL: MySQL does not have many functions.
SQLite: You can embed me anywhere. In this way, four databases are ready for use.
MongoDB: why do
process key-value pairs.
Example: AllegroGraph, InfoGrid, and Neo4j
Advantage: solves complex graph problems.
Relational database
Source: proposed by E. F. Codd in A Relational Model of Data for Large Shared Data Banks
Data Model: various relationships
Example: VoltDB, Clustrix, MySQL
Advantages: high-performance, scalable OLTP, support for SQL, materialized views, support for transactions, and friendly programming.
Object Database
Source:
ISPs, and Amazon and Microsoft have launched the event messaging bus cloud service platform, and Facebook\twitter is open source for its own streaming computing framework.Spark streaming is specifically designed to handle streaming data. With spark streaming, you can quickly push data into the process, like a pipeline for fast processing and feedback to use in the shortest time possible.Three, Graphx graph calculation and mesh data miningThe topological structure of physical network, the connec
products, suppliers, and long-term technical support are all chips that attract their attention. Today, almost no one is willing to buy expensive software, but Standardization can still provide a good space for technological development.
Why does NoSQL have to compete with traditional relational databases? The reason is that the competition for database-driven SPI (service programming interface) and API support for the main programming language platform is the same as building a standardized qu
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