Transaction design strategies for MongoDB, Cassandra, and HBase
NoSQL databases (such as MongoDB, Cassandra, Hbase, DynamoDB, and Riak) make application development easier. They provide quite flexible data models and rich data types, and are easier to install and configure than many traditional database systems. However, the lack of support for atomic transactions is a major step backwards. Daniel Abadi is
In Java mall development, we all know that Cassandra and hbase are nosql databases. In general, this means that you cannot use the SQL database. However, Cassandra uses cql (Cassandra query language), and its syntax has obvious traces of imitating SQL.In JSP mall development, both are designed to manage very large datasets. The hbase file claims that an hbase dat
Cassandra Data storage structure
The data in the Cassandra is divided into three main types:
Commitlog: The main record of the data submitted by the client and operations. This data will be persisted to disk so that the data is not persisted to disk and can be used for recovery.
Memtable: The user writes the data in the form of memory, and its object structure is described in detail later. In fact, there
When starting the Cassandra cluster, you need to choose how the data is divided in the cluster, which is done by Partitioner.
All data managed in cluster is represented by the cyclization (ring). The loop is divided into a range (range) that equals the number of nodes. When each node joins the cluster, a token (token) is issued that determines the location of the node in the loop and the range of the data that is responsible for it.
Column Family (t
tokens using the Initial_token cassandra.yaml parameter, and Cassandra skips the token allocation process if the token is specified. This can be useful when you use external tools to perform token allocations or when you use their previous tokens to restore nodes. range flow (range streaming)
After the token is allocated, the join node picks up the current copy of the token range responsible for streaming data. By default, it flows from the primary r
ReferenceHttps://docs.datastax.com/en/cassandra/3.0/cassandra/operations/opsRepairNodesTOC.html
Premise:per copy of data n, write consistency level is W, read consistency level is R hinted Handoff (prompt handover): Write Fix
The write operation will send n write requests, but only the W is counted. For a different n-w node, if the write fails, the hint is logged.
hint content target ID: target node hint ID
NoSQL Manager for Cassandra 3.2.0.1 is an advanced management tool for Cassandra databases under the Windows platform. Please use it low-key.Nosqlmanagerforcassandra3.2.0.1patch.part1.rarNosqlmanagerforcassandra3.2.0.1patch.part2.rarThe total size of the uploaded file space given by the blog Park is 100M and has been exhausted. Please download the official installation package in the group.NoSQL Manager for
1. Prepare a 5-node Cassandra ClusterSlightlyNode1,node2,node3,node4,node52. Download Presto on Node1wget https://repo1.maven.org/maven2/com/facebook/presto/presto-server/0.131/presto-server-0.131.tar.gz3. DecompressionTar zxvf presto-server-0.131.tar.gzMV Presto-server-0.131/presto4. Change the owner to be NoSQLChown Nosql.nosql/presto5. Set up Data CatalogMkdir/prestodataChown Nosql.nosql/prestodataIn Node2, Node3, Node4, NODE5 also to establish6. c
Brief introductionApache Kafka is a distributed publish-subscribe messaging system. It was originally developed by LinkedIn and later became part of the Apache project. Kafka is a fast, extensible, design-only, distributed, partitioned, and replicable commit log service.Apache Kafka differs from traditional messaging systems in the following ways:
It is
Kafka is a message system contributed by LinkedIn to the Apache Foundation, known as a top-level project of Apache. Kafka was originally used as the base of the LinkedIn activity stream and operation data pipeline
Kafka is a message system contributed by LinkedIn to the Apache Foundation, known as a top-level project of Apache.
Retry Policy
Cluster Deployment
Modify the following three places in Cassandra.yaml:-Seeds: "Your intranet IP"rpc_address: Your intranet IPlisten_address: Your intranet IP
* * The cluster can be viewed through Notetool status after successful deploymentStatus * *
(UN indicates normal)
after you close the Cassandra on 139, show the status diagram as followsWhere the DN indicates that the state of the downtime after the node is closed
removing the
Overview of the Gossip protocolNodes in the Cassandra cluster do not have primary and secondary points, and they communicate through a protocol called gossip. Through the gossip protocol, they can know what nodes are in the cluster and how they are state. Each gossip message has a version number on it, the nodes can compare to the received messages to see which messages I need to update, what messages I have and others don't, and then talk to each oth
Column in Cassandra is a ternary group {Name,value,timestamp}
Name
Name is required and has two ways of generating it:
For the static column family, its value is specified by the administrator who created the column family.
For dynamic column family, its value is dynamically set by the client application.
A secondary index can be built on name (secondary index)
Value
Value is not required, such as column familiy, which is equivalent to materi
What is replication?
In Cassandra, replication is the storage of data to multiple nodes to ensure reliability and error tolerance. When you create a keyspace (equivalent to a table in a relational database), you must give a copy placement policy (Replica placement strategy)
What is a replica factor (Replica Factor)?
This number determines several copies, for example, if set to 1, it means that there is only one copy per line, and so on. All copies
After study, decided to cql3/queryprocessor.java inside.Here are two functions, the first of which isPublic Resultmessage process (String queryString, Querystate querystate, queryoptions options, long Querystartnanotime)The function takes a SQL statement of type String, normalizes it (judging whether it is legitimate), and then calls the functionProcessstatement (prepared, querystate, Options, querystartnanotime);For the specific treatment.We build bench functions in the same classpublic void Be
Cassandra supports multiple data types at the CQL language level.
CQL type
corresponding Java type
Describe
Ascii
String
ASCII string
bigint
Long
64-bit integer
Blob
Bytebuffer/byte[]
Binary arrays
Boolean
Boolean
Boolean
Counter
Long
Counter, support the increase or decrease of atomicity, do not suppo
Source: comparison of various nosql databases in http://hi.baidu.com/eastdoor/blog/item/758d0e3eedb5d92471cf6c14.html Cassandra, MongoDB, CouchDB, Redis, Riak, HBaseCouchDBDevelopment language: ErlangMain advantages: data consistency and ease of useLicense: ApacheProtocol: HTTP/RESTApplicable: accumulated, less changed data. Or a large number of versions are required.Example: CRM, CMS systems. multi-site deployment is allowed.RedisDevelopment language
Use the Nodetool tool that under the Cassandra/bin directoryNodetool statusThere is and nodes has been off line.Nodetool Removenode 199553f1-f310-41e1-b4a4-f5a1fef7d1b8Wait for a momentAnd on Cassandra Server terminal you'll see:INFO 10:50:36 Removing Host:199553f1-f310-41e1-b4a4-f5a1fef7d1b8INFO 10:50:36 sleeping for 30000ms to ensure/192.168.1.201 does no changeINFO 10:51:06 Advertising Removal for/192.16
All nodes in the Cassandra cluster are peers, so read/write operations can occur on any node in the cluster, and perhaps this node does not require read/write data, so the node that interacts with the user becomes the coordinator node.
Write request for single data center:
When the client is sent to the coordinator node, the coordinator node sends the write request to all nodes in the cluster that have a replica of the target row (target node), such
The column family in the Cassandra corresponds to a table in the relational database that is used to store rows and fields.
Column number in column family is not fixed
In a relational database, each row contains the same number of fields. However, in Cassandra, although column family can define the metadata for column (metadata), the actual number of fields per line is determined by the client program, so
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