"detect-anomalies-inline"
*************************

* Description

* Usage

* Required Parameters

* Optional Parameters

* Global Parameters

* Example using required parameter


Description
===========

Make a detect call with an anomaly model and detection data


Usage
=====

   oci anomaly-detection model detect-anomalies-inline [OPTIONS]


Required Parameters
===================

--data [complex type]

Array containing data. 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.

--model-id [text]

The OCID of the trained model.

--signal-names [complex type]

List of signal names. 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.


Optional Parameters
===================

--from-json [text]

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/Conte
nt/API/SDKDocs/cliusing.htm#AdvancedJSONOptions

--if-match [text]

For optimistic concurrency control. In the PUT or DELETE call for a
resource, set the *if-match* parameter to the value of the etag from a
previous GET or POST response for that resource. The resource will be
updated or deleted only if the etag you provide matches the resource’s
current etag value.

--sensitivity [float]

Sensitivity of the algorithm to detect anomalies - higher the value,
more anomalies get flagged. The value estimated during training is
used by default. You can choose to provide a custom value.


Global Parameters
=================

Use "oci --help" for help on global parameters.

"--auth-purpose", "--auth", "--cert-bundle", "--cli-auto-prompt", "--
cli-rc-file", "--config-file", "--connection-timeout", "--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", "--proxy", "--query", "--raw-output", "--
read-timeout", "--realm-specific-endpoint", "--region", "--release-
info", "--request-id", "--version", "-?", "-d", "-h", "-i", "-v"


Example using required parameter
================================

Copy and paste the following example into a JSON file, replacing the
example parameters with your own.

       oci anomaly-detection model create --generate-param-json-input model-training-details > model-training-details.json

       oci anomaly-detection model detect-anomalies-inline --generate-param-json-input data > data.json
       oci anomaly-detection model detect-anomalies-inline --generate-param-json-input signal-names > signal-names.json

Copy the following CLI commands into a file named example.sh. Run the
command by typing “bash example.sh” and replacing the example
parameters with your own.

Please note this sample will only work in the POSIX-compliant bash-
like shell. You need to set up the OCI configuration and appropriate
security policies 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/anomaly-detection/project/create.html#cmdoption-compartment-id

       project_id=$(oci anomaly-detection project create --compartment-id $compartment_id --query data.id --raw-output)

       model_id=$(oci anomaly-detection model create --compartment-id $compartment_id --model-training-details file://model-training-details.json --project-id $project_id --query data.id --raw-output)

       oci anomaly-detection model detect-anomalies-inline --data file://data.json --model-id $model_id --signal-names file://signal-names.json
