SUBMARINE-86. Bump TonY version to pick up a docker related fix & Update documentation. Contributed by Keqiu Hu.
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@ -68,24 +68,31 @@ usage:
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memory-mb=2048,vcores=2,yarn.io/gpu=2
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-localization <arg> Specify localization to remote/local
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file/directory available to all container(Docker).
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Argument format is "RemoteUri:LocalFilePath[:rw]"
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(ro permission is not supported yet).
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The RemoteUri can be a file or directory in local
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or HDFS or s3 or abfs or http .etc.
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The LocalFilePath can be absolute or relative.
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If relative, it'll be under container's implied
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working directory.
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Argument format is "RemoteUri:LocalFileName"
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The LocalFilePath is the local file or folder name.
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You should access it with relative path to working directory.
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This option can be set mutiple times.
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Examples are
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-localization "hdfs:///user/yarn/mydir2:/opt/data"
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-localization "s3a:///a/b/myfile1:./"
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-localization "https:///a/b/myfile2:./myfile"
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-localization "/user/yarn/mydir3:/opt/mydir3"
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-localization "./mydir1:."
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-localization "hdfs:///user/yarn/mydir2:data"
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-localization "s3a:///a/b/myfile1:file1"
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-localization "https:///a/b/myfile2:myfile"
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-localization "/user/yarn/mydir3:mydir3"
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-localization "./mydir1:mydir1"
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-insecure Whether running in an insecure cluster
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-conf Override configurations via commandline
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```
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> Note: all --localization files will be localized to working directory. You should access them use
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relative path. Alternatively, you could use `--conf tony.containers.resources
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=src_file::dest_file_name,src_file2::dest_file_name2`. It accepts a list of resources to be localized to all containers,
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delimited by comma. If a resource has no scheme like `hdfs://` or `s3://`, the file is considered a local file. You
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could add #archive annotation, if an entry has `#archive`, the file will be automatically unzipped when localized to the
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containers, folder name is the same as the file name. For example: `/user/khu/abc.zip#archive` would be inferred as a
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local file and will be unarchived in containers. You would anticipate an abc.zip/ folder in your container's working
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directory. Annotation `::` is added since TonY 0.3.3. If you use `PATH/TO/abc.txt::def.txt`, the `abc.txt` file
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would be localized as `def.txt` in the container working directory.
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Details: [tony configurations](https://github.com/linkedin/TonY/wiki/TonY-Configurations)
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### Submarine Configuration
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For submarine internal configuration, please create a `submarine.xml` which should be placed under `$HADOOP_CONF_DIR`.
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@ -144,7 +151,7 @@ CLASSPATH=$(hadoop classpath --glob): \
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./hadoop-submarine-core/target/hadoop-submarine-core-0.2.0-SNAPSHOT.jar: \
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./hadoop-submarine-yarnservice-runtime/target/hadoop-submarine-score-yarnservice-runtime-0.2.0-SNAPSHOT.jar: \
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./hadoop-submarine-tony-runtime/target/hadoop-submarine-tony-runtime-0.2.0-SNAPSHOT.jar: \
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/home/pi/hadoop/TonY/tony-cli/build/libs/tony-cli-0.3.2-all.jar \
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/home/pi/hadoop/TonY/tony-cli/build/libs/tony-cli-0.3.11-all.jar \
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java org.apache.hadoop.yarn.submarine.client.cli.Cli job run --name tf-job-001 \
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--framework tensorflow \
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@ -156,9 +163,10 @@ java org.apache.hadoop.yarn.submarine.client.cli.Cli job run --name tf-job-001 \
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--ps_launch_cmd "venv.zip/venv/bin/python mnist_distributed.py --steps 1000 --data_dir /tmp/data --working_dir /tmp/mode" \
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--insecure
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--conf tony.containers.resources=PATH_TO_VENV_YOU_CREATED/venv.zip#archive,PATH_TO_MNIST_EXAMPLE/mnist_distributed.py, \
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PATH_TO_TONY_CLI_JAR/tony-cli-0.3.2-all.jar
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PATH_TO_TONY_CLI_JAR/tony-cli-0.3.11-all.jar
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```
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You should then be able to see links and status of the jobs from command line:
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```
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@ -181,7 +189,7 @@ CLASSPATH=$(hadoop classpath --glob): \
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./hadoop-submarine-core/target/hadoop-submarine-core-0.2.0-SNAPSHOT.jar: \
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./hadoop-submarine-yarnservice-runtime/target/hadoop-submarine-score-yarnservice-runtime-0.2.0-SNAPSHOT.jar: \
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./hadoop-submarine-tony-runtime/target/hadoop-submarine-tony-runtime-0.2.0-SNAPSHOT.jar: \
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/home/pi/hadoop/TonY/tony-cli/build/libs/tony-cli-0.3.2-all.jar \
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/home/pi/hadoop/TonY/tony-cli/build/libs/tony-cli-0.3.11-all.jar \
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java org.apache.hadoop.yarn.submarine.client.cli.Cli job run --name tf-job-001 \
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--framework tensorflow \
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@ -197,7 +205,7 @@ java org.apache.hadoop.yarn.submarine.client.cli.Cli job run --name tf-job-001 \
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--env HADOOP_COMMON_HOME=/hadoop-3.1.0 \
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--env HADOOP_HDFS_HOME=/hadoop-3.1.0 \
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--env HADOOP_CONF_DIR=/hadoop-3.1.0/etc/hadoop \
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--conf tony.containers.resources=--conf tony.containers.resources=/home/pi/hadoop/TonY/tony-cli/build/libs/tony-cli-0.3.2-all.jar
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--conf tony.containers.resources=/home/pi/hadoop/TonY/tony-cli/build/libs/tony-cli-0.3.11-all.jar
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```
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@ -244,7 +252,7 @@ CLASSPATH=$(hadoop classpath --glob): \
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./hadoop-submarine-core/target/hadoop-submarine-core-0.2.0-SNAPSHOT.jar: \
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./hadoop-submarine-yarnservice-runtime/target/hadoop-submarine-score-yarnservice-runtime-0.2.0-SNAPSHOT.jar: \
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./hadoop-submarine-tony-runtime/target/hadoop-submarine-tony-runtime-0.2.0-SNAPSHOT.jar: \
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/home/pi/hadoop/TonY/tony-cli/build/libs/tony-cli-0.3.2-all.jar \
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/home/pi/hadoop/TonY/tony-cli/build/libs/tony-cli-0.3.11-all.jar \
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java org.apache.hadoop.yarn.submarine.client.cli.Cli job run --name tf-job-001 \
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--num_workers 2 \
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@ -255,7 +263,7 @@ java org.apache.hadoop.yarn.submarine.client.cli.Cli job run --name tf-job-001 \
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--ps_launch_cmd "venv.zip/venv/bin/python mnist_distributed.py" \
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--insecure \
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--conf tony.containers.resources=PATH_TO_VENV_YOU_CREATED/venv.zip#archive,PATH_TO_MNIST_EXAMPLE/mnist_distributed.py, \
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PATH_TO_TONY_CLI_JAR/tony-cli-0.3.2-all.jar \
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PATH_TO_TONY_CLI_JAR/tony-cli-0.3.11-all.jar \
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--conf tony.application.framework=pytorch
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```
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@ -281,7 +289,7 @@ CLASSPATH=$(hadoop classpath --glob): \
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./hadoop-submarine-core/target/hadoop-submarine-core-0.2.0-SNAPSHOT.jar: \
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./hadoop-submarine-yarnservice-runtime/target/hadoop-submarine-score-yarnservice-runtime-0.2.0-SNAPSHOT.jar: \
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./hadoop-submarine-tony-runtime/target/hadoop-submarine-tony-runtime-0.2.0-SNAPSHOT.jar: \
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/home/pi/hadoop/TonY/tony-cli/build/libs/tony-cli-0.3.2-all.jar \
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/home/pi/hadoop/TonY/tony-cli/build/libs/tony-cli-0.3.11-all.jar \
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java org.apache.hadoop.yarn.submarine.client.cli.Cli job run --name tf-job-001 \
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--docker_image hadoopsubmarine/tf-1.8.0-cpu:0.0.3 \
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@ -296,6 +304,6 @@ java org.apache.hadoop.yarn.submarine.client.cli.Cli job run --name tf-job-001 \
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--env HADOOP_COMMON_HOME=/hadoop-3.1.0 \
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--env HADOOP_HDFS_HOME=/hadoop-3.1.0 \
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--env HADOOP_CONF_DIR=/hadoop-3.1.0/etc/hadoop \
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--conf tony.containers.resources=PATH_TO_TONY_CLI_JAR/tony-cli-0.3.2-all.jar \
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--conf tony.containers.resources=PATH_TO_TONY_CLI_JAR/tony-cli-0.3.11-all.jar \
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--conf tony.application.framework=pytorch
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```
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@ -34,12 +34,16 @@
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<dependency>
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<groupId>com.linkedin.tony</groupId>
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<artifactId>tony-core</artifactId>
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<version>0.3.3</version>
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<version>0.3.11</version>
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<exclusions>
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<exclusion>
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<groupId>com.linkedin.tony</groupId>
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<artifactId>tony-mini</artifactId>
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</exclusion>
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<exclusion>
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<groupId>com.linkedin.azkaban</groupId>
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<artifactId>azkaban-common</artifactId>
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</exclusion>
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<exclusion>
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<groupId>com.linkedin.azkaban</groupId>
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<artifactId>az-hadoop-jobtype-plugin</artifactId>
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@ -63,5 +67,4 @@
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<scope>test</scope>
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</dependency>
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</dependencies>
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</project>
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