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license CircleCI GitHub issues Maven Central Javadocs codecov Language grade: Java

JRedisAI

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Java client for RedisAI

Official Releases

  <dependencies>
    <dependency>
      <groupId>com.redislabs</groupId>
      <artifactId>jredisai</artifactId>
      <version>0.9.0</version>
    </dependency>
  </dependencies>

Snapshots

  <repositories>
    <repository>
      <id>snapshots-repo</id>
      <url>https://oss.sonatype.org/content/repositories/snapshots</url>
    </repository>
  </repositories>

and

  <dependencies>
    <dependency>
      <groupId>com.redislabs</groupId>
      <artifactId>jredisai</artifactId>
      <version>1.0.0-SNAPSHOT</version>
    </dependency>
  </dependencies>

Example: Using the Java Client

   RedisAI client = new RedisAI("localhost", 6379);
   client.setModel("model", Backend.TF, Device.CPU, new String[] {"a", "b"}, new String[] {"mul"}, "graph.pb");
    
   client.setTensor("a", new float[] {2, 3}, new int[]{2});
   client.setTensor("b", new float[] {2, 3}, new int[]{2});

   client.runModel("model", new String[] {"a", "b"}, new String[] {"c"});

Note

Chunk size: Since version 0.10.0, the chunk size of model (blob) is set to 512mb (536870912 bytes) based on default Redis configuration. This behavior can be changed by redisai.blob.chunkSize system property at the beginning of the application. For example, chunk size can be limited to 8mb by setting -Dredisai.blob.chunkSize=8388608 or System.setProperty(Model.BLOB_CHUNK_SIZE_PROPERTY, "8388608");. A limit of 0 (zero) would disable chunking.

Socket timeout: Operations with large data and/or long processing time may require a higher socket timeout. Following constructor may come in handy for that purpose.

  HostAndPort hostAndPort = new HostAndPort(host, port);
  JedisClientConfig clientConfig = DefaultJedisClientConfig.builder().socketTimeoutMillis(largeTimeout).build();
  new RedisAI(hostAndPort, clientConfig);