NAME

DESCRIPTION

USAGE

oci data-flow application create [OPTIONS]

REQUIRED PARAMETERS

The OCID of a compartment.

A user-friendly name. It does not have to be unique. Avoid entering confidential information.

The VM shape for the driver. Sets the driver cores and memory.

The VM shape for the executors. Sets the executor cores and memory.

An Oracle Cloud Infrastructure URI of the file containing the application to execute. See https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/hdfsconnector.htm#uriformat.

The Spark language.

Accepted values are:

JAVA, PYTHON, SCALA, SQL

The number of executor VMs requested.

The Spark version utilized to run the application.

OPTIONAL PARAMETERS

An Oracle Cloud Infrastructure URI of an archive.zip file containing custom dependencies that may be used to support the execution a Python, Java, or Scala application. See https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/hdfsconnector.htm#uriformat.

The arguments passed to the running application as command line arguments. Arguments may contain zero or more placeholders that are replaced using values from the parameters map. Each placeholder specified must be represented in the parameters map else the request will fail with a HTTP 400 status code. Placeholders are specified as ${name}, where name is the name of the parameter. Example: ‘–input ${input_file} –name “John Doe”’ Alternatively, the arguments can be specified as a JSON array of strings where each string represent an argument. Example: [ “–input”, “${input_file}”, “–name”, “John Doe” ] If “input_file” has a value of “mydata.xml”, then the value above will be translated to –input mydata.xml –name “John Doe”

The class for the application.

The Spark configuration passed to the running process. See https://spark.apache.org/docs/latest/configuration.html#available-properties Example: ‘spark.app.name=”My App Name” spark.shuffle.io.maxRetries=4’ Alternatively, the configuration can be specified as a JSON objects. Example: { “spark.app.name” : “My App Name”, “spark.shuffle.io.maxRetries” : “4” } Note: Not all Spark properties are permitted to be set. Attempting to set a property that is not allowed to be overwritten will cause a 400 status to be returned.

Defined tags for this resource. Each key is predefined and scoped to a namespace. For more information, see Resource Tags <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/resourcetags.htm>. Example: {“Operations”: {“CostCenter”: “42”}} This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

A user-friendly description. Avoid entering confidential information.

Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. For more information, see Resource Tags <https://docs.cloud.oracle.com/iaas/Content/General/Concepts/resourcetags.htm>. Example: {“Department”: “Finance”} This is a complex type whose value must be valid JSON. The value can be provided as a string on the command line or passed in as a file using the file://path/to/file syntax.

The --generate-param-json-input option can be used to generate an example of the JSON which must be provided. We recommend storing this example in a file, modifying it as needed and then passing it back in via the file:// syntax.

Provide input to this command as a JSON document from a file using the file://path-to/file syntax.

The --generate-full-command-json-input option can be used to generate a sample json file to be used with this command option. The key names are pre-populated and match the command option names (converted to camelCase format, e.g. compartment-id –> compartmentId), while the values of the keys need to be populated by the user before using the sample file as an input to this command. For any command option that accepts multiple values, the value of the key can be a JSON array.

Options can still be provided on the command line. If an option exists in both the JSON document and the command line then the command line specified value will be used.

For examples on usage of this option, please see our “using CLI with advanced JSON options” link: https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

An Oracle Cloud Infrastructure URI of the bucket where the Spark job logs are to be uploaded. See https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/hdfsconnector.htm#uriformat.

The maximum time to wait for the resource to reach the lifecycle state defined by --wait-for-state. Defaults to 1200 seconds.

The OCID of OCI Hive Metastore.

A string of name=value pairs used to supply SQL parameters or fill placeholders found in the arguments parameter. The name must be a string of one or more word characters (a-z, A-Z, 0-9, _). The value can be a string of zero or more characters of any kind. Example: ‘iterations=10 input_file=mydata.xml variable_x=${x}’ Alternatively, the arguments can be specified as a JSON array of objects. Example: [ { name : “iterations”, value : “10” }, { name : “input_file”, value : “mydata.xml” }, { name : “variable_x”, value : “${x}” } ]

The OCID of a private endpoint.

The Spark application processing type.

Accepted values are:

BATCH, STREAMING

This operation creates, modifies or deletes a resource that has a defined lifecycle state. Specify this option to perform the action and then wait until the resource reaches a given lifecycle state. Multiple states can be specified, returning on the first state. For example, --wait-for-state SUCCEEDED --wait-for-state FAILED would return on whichever lifecycle state is reached first. If timeout is reached, a return code of 2 is returned. For any other error, a return code of 1 is returned.

Accepted values are:

ACTIVE, DELETED, INACTIVE

Check every --wait-interval-seconds to see whether the resource to see if it has reached the lifecycle state defined by --wait-for-state. Defaults to 30 seconds.

An Oracle Cloud Infrastructure URI of the bucket to be used as default warehouse directory for BATCH SQL runs. See https://docs.cloud.oracle.com/iaas/Content/API/SDKDocs/hdfsconnector.htm#uriformat.

GLOBAL PARAMETERS

--auth-purpose, --auth, --cert-bundle, --cli-auto-prompt, --cli-rc-file, --config-file, --debug, --defaults-file, --endpoint, --generate-full-command-json-input, --generate-param-json-input, --help, --latest-version, --max-retries, --no-retry, --opc-client-request-id, --opc-request-id, --output, --profile, --query, --raw-output, --region, --release-info, --request-id, --version, -?, -d, -h, -i, -v

EXAMPLES

Please note this sample will only work in the POSIX-compliant bash-like shell. You need to set up the OCI configuration <https://docs.oracle.com/en-us/iaas/Content/API/SDKDocs/cliinstall.htm#configfile> and appropriate security policies <https://docs.oracle.com/en-us/iaas/Content/Identity/Concepts/policygetstarted.htm> before trying the examples.

    export compartment_id=<substitute-value-of-compartment_id> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-flow/application/create.html#cmdoption-compartment-id
    export display_name=<substitute-value-of-display_name> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-flow/application/create.html#cmdoption-display-name
    export driver_shape=<substitute-value-of-driver_shape> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-flow/application/create.html#cmdoption-driver-shape
    export executor_shape=<substitute-value-of-executor_shape> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-flow/application/create.html#cmdoption-executor-shape
    export file_uri=<substitute-value-of-file_uri> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-flow/application/create.html#cmdoption-file-uri
    export language=<substitute-value-of-language> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-flow/application/create.html#cmdoption-language
    export num_executors=<substitute-value-of-num_executors> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-flow/application/create.html#cmdoption-num-executors
    export spark_version=<substitute-value-of-spark_version> # https://docs.cloud.oracle.com/en-us/iaas/tools/oci-cli/latest/oci_cli_docs/cmdref/data-flow/application/create.html#cmdoption-spark-version
    oci data-flow application create --compartment-id $compartment_id --display-name $display_name --driver-shape $driver_shape --executor-shape $executor_shape --file-uri $file_uri --language $language --num-executors $num_executors --spark-version $spark_version

AUTHOR

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