========
Examples
========

**Simple Example**

The simplest yaml file is generated by the ``ads operator init --type pii`` and looks like the following:

.. code-block:: yaml

    kind: operator
    type: pii
    version: v1
    spec:
        input_data:
            url: mydata.csv
        target_column: target
        output_directory:
            url: result/
        detectors:
            - name: default.phone
              action: mask



**Complex Example**

The yaml can also be maximally stated as follows:


.. code-block:: yaml

    kind: operator
    type: pii
    version: v1
    spec:
        output_directory:
            url: oci://my-bucket@my-tenancy/results
            name: myProcessedData.csv
        report:
            report_filename: report.html
            show_rows: 10
            show_sensitive_content: true
        input_data:
            url: oci://my-bucket@my-tenancy/mydata.csv
        target_column: target
        detectors:
            - name: default.phone
              action: mask
            - name: default.social_security_number
              action: remove
            - name: spacy.en_core_web_trf.person
              action: anonymize