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Michael Marshall 23ec1c8a3f Refactor SAI ANN query execution to use score ordered iterators for correctness and speed
Rewrites ANN search query execution logic to more efficiently merge graph search results using
similarity score-ordered (descending) iterators to merge segments efficiently. Allows for reduced memory
consumption during queries, reduced impact of overwrites and tombstones, selective re-querying of
minimally necessary graphs, and reduced shuffling of PrimaryKey objects.

patch by Michael Marshall; reviewed by Caleb Rackliffe and Michael Semb Wever for CASSANDRA-20086
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README.asc

Apache Cassandra
-----------------

Apache Cassandra is a highly-scalable partitioned row store. Rows are organized into tables with a required primary key.

https://cwiki.apache.org/confluence/display/CASSANDRA2/Partitioners[Partitioning] means that Cassandra can distribute your data across multiple machines in an application-transparent matter. Cassandra will automatically repartition as machines are added and removed from the cluster.

https://cwiki.apache.org/confluence/display/CASSANDRA2/DataModel[Row store] means that like relational databases, Cassandra organizes data by rows and columns. The Cassandra Query Language (CQL) is a close relative of SQL.

For more information, see https://cassandra.apache.org/[the Apache Cassandra web site].

Issues should be reported on https://issues.apache.org/jira/projects/CASSANDRA/issues/[The Cassandra Jira].

Requirements
------------
- Java: see supported versions in build.xml (search for property "java.supported").
- Python: for `cqlsh`, see `bin/cqlsh` (search for function "is_supported_version").


Getting started
---------------

This short guide will walk you through getting a basic one node cluster up
and running, and demonstrate some simple reads and writes. For a more-complete guide, please see the Apache Cassandra website's https://cassandra.apache.org/doc/5.0/cassandra/getting-started/index.html[Getting Started Guide].

First, we'll unpack our archive:

  $ tar -zxvf apache-cassandra-$VERSION.tar.gz
  $ cd apache-cassandra-$VERSION

After that we start the server. Running the startup script with the -f argument will cause
Cassandra to remain in the foreground and log to standard out; it can be stopped with ctrl-C.

  $ bin/cassandra -f

Now let's try to read and write some data using the Cassandra Query Language:

  $ bin/cqlsh

The command line client is interactive so if everything worked you should
be sitting in front of a prompt:

----
Connected to Test Cluster at localhost:9160.
[cqlsh 6.2.0 | Cassandra 5.0-SNAPSHOT | CQL spec 3.4.7 | Native protocol v5]
Use HELP for help.
cqlsh>
----

As the banner says, you can use 'help;' or '?' to see what CQL has to
offer, and 'quit;' or 'exit;' when you've had enough fun. But lets try
something slightly more interesting:

----
cqlsh> CREATE KEYSPACE schema1
       WITH replication = { 'class' : 'SimpleStrategy', 'replication_factor' : 1 };
cqlsh> USE schema1;
cqlsh:Schema1> CREATE TABLE users (
                 user_id varchar PRIMARY KEY,
                 first varchar,
                 last varchar,
                 age int
               );
cqlsh:Schema1> INSERT INTO users (user_id, first, last, age)
               VALUES ('jsmith', 'John', 'Smith', 42);
cqlsh:Schema1> SELECT * FROM users;
 user_id | age | first | last
---------+-----+-------+-------
  jsmith |  42 |  john | smith
cqlsh:Schema1>
----

If your session looks similar to what's above, congrats, your single node
cluster is operational!

For more on what commands are supported by CQL, see
https://cassandra.apache.org/doc/5.0/cassandra/developing/cql/index.html[the CQL reference]. A
reasonable way to think of it is as, "SQL minus joins and subqueries, plus collections."

Wondering where to go from here?

  * Join us in #cassandra on the https://s.apache.org/slack-invite[ASF Slack] and ask questions.
  * Subscribe to the Users mailing list by sending a mail to
    user-subscribe@cassandra.apache.org.
  * Subscribe to the Developer mailing list by sending a mail to
    dev-subscribe@cassandra.apache.org.
  * Visit the https://cassandra.apache.org/community/[community section] of the Cassandra website for more information on getting involved.
  * Visit the https://cassandra.apache.org/doc/latest/development/index.html[development section] of the Cassandra website for more information on how to contribute.