Macro

Reem11

I want create process like this 
1- I have the column with T/F value 
2- I need to create a new column as counter if the last column has T value start the counter if the value is change make value 0 and restart the counter value as 0

ClaudioKeck

Hi @Reem11

this should do the job: 

<?xml version="1.0" encoding="UTF-8"?><process version="10.3.001">

  <context>

    <input/>

    <output/>

    <macros/>

  </context>

  <operator activated="true" class="process" compatibility="10.3.001" expanded="true" name="Process">

    <parameter key="logverbosity" value="init"/>

    <parameter key="random_seed" value="2001"/>

    <parameter key="send_mail" value="never"/>

    <parameter key="notification_email" value=""/>

    <parameter key="process_duration_for_mail" value="30"/>

    <parameter key="encoding" value="SYSTEM"/>

    <process expanded="true">

      <operator activated="true" class="utility:create_exampleset" compatibility="10.3.001" expanded="true" height="68" name="Create ExampleSet" width="90" x="45" y="85">

        <parameter key="generator_type" value="comma separated text"/>

        <parameter key="number_of_examples" value="100"/>

        <parameter key="use_stepsize" value="false"/>

        <list key="function_descriptions"/>

        <parameter key="add_id_attribute" value="false"/>

        <list key="numeric_series_configuration"/>

        <list key="date_series_configuration"/>

        <list key="date_series_configuration (interval)"/>

        <parameter key="date_format" value="yyyy-MM-dd HH:mm:ss"/>

        <parameter key="time_zone" value="SYSTEM"/>

        <parameter key="input_csv_text" value="T/F&#10;T,&#10;T,&#10;T,&#10;F,&#10;F,&#10;F,&#10;F,&#10;F,&#10;T,&#10;F,&#10;F,&#10;F&#10;"/>

        <parameter key="column_separator" value=","/>

        <parameter key="parse_all_as_nominal" value="false"/>

        <parameter key="decimal_point_character" value="."/>

        <parameter key="trim_attribute_names" value="true"/>

      </operator>

      <operator activated="true" class="time_series:lag_series_with_default_lag" compatibility="10.3.001" expanded="true" height="82" name="Lag" width="90" x="179" y="85">

        <list key="individual_lags">

          <parameter key="T/F" value="1"/>

        </list>

        <parameter key="add_default_lag" value="false"/>

        <parameter key="attribute_filter_type" value="all"/>

        <parameter key="attribute" value=""/>

        <parameter key="attributes" value=""/>

        <parameter key="use_except_expression" value="false"/>

        <parameter key="value_type" value="attribute_value"/>

        <parameter key="use_value_type_exception" value="false"/>

        <parameter key="except_value_type" value="time"/>

        <parameter key="block_type" value="attribute_block"/>

        <parameter key="use_block_type_exception" value="false"/>

        <parameter key="except_block_type" value="value_matrix_row_start"/>

        <parameter key="invert_selection" value="false"/>

        <parameter key="include_special_attributes" value="false"/>

        <parameter key="default_lag" value="1"/>

        <parameter key="overwrite_attributes" value="false"/>

        <parameter key="extend_exampleset" value="true"/>

      </operator>

      <operator activated="true" class="time_series:replace_missing_values" compatibility="10.3.001" expanded="true" height="68" name="Replace Missing Values (Series)" width="90" x="313" y="85">

        <parameter key="attribute_filter_type" value="single"/>

        <parameter key="attribute" value="T/F-1"/>

        <parameter key="attributes" value=""/>

        <parameter key="use_except_expression" value="false"/>

        <parameter key="value_type" value="attribute_value"/>

        <parameter key="use_value_type_exception" value="false"/>

        <parameter key="except_value_type" value="time"/>

        <parameter key="block_type" value="attribute_block"/>

        <parameter key="use_block_type_exception" value="false"/>

        <parameter key="except_block_type" value="value_matrix_row_start"/>

        <parameter key="invert_selection" value="false"/>

        <parameter key="include_special_attributes" value="false"/>

        <parameter key="has_indices" value="false"/>

        <parameter key="indices_attribute" value=""/>

        <parameter key="sort_time_series" value="false"/>

        <parameter key="overwrite_attributes" value="true"/>

        <parameter key="new_attributes_postfix" value="_cleaned"/>

        <parameter key="replace_type_numerical" value="previous value"/>

        <parameter key="replace_type_nominal" value="previous value"/>

        <parameter key="replace_type_date_time" value="previous value"/>

        <parameter key="replace_value_numerical" value="0.0"/>

        <parameter key="replace_value_nominal" value="unknown"/>

        <parameter key="skip_other_missings" value="true"/>

        <parameter key="replace_infinity" value="true"/>

        <parameter key="replace_empty_strings" value="true"/>

        <parameter key="ensure_finite_values" value="false"/>

      </operator>

      <operator activated="true" class="blending:generate_id" compatibility="10.3.001" expanded="true" height="82" name="Generate ID" width="90" x="447" y="85">

        <parameter key="create_nominal_ids" value="false"/>

        <parameter key="offset" value="0"/>

      </operator>

      <operator activated="true" class="blending:set_role" compatibility="10.3.001" expanded="true" height="82" name="Set Role" width="90" x="581" y="85">

        <list key="set_roles">

          <parameter key="id" value="regular"/>

        </list>

      </operator>

      <operator activated="true" class="blending:generate_columns" compatibility="10.3.001" expanded="true" height="82" name="Generate Attributes (2)" width="90" x="715" y="85">

        <list key="function_descriptions">

          <parameter key="Counter" value="if([T/F]==[T/F-1],&quot;xy&quot;,str(id))"/>

        </list>

        <parameter key="keep_all_columns" value="true"/>

      </operator>

      <operator activated="true" class="replace" compatibility="10.3.001" expanded="true" height="82" name="Replace" width="90" x="849" y="85">

        <parameter key="attribute_filter_type" value="single"/>

        <parameter key="attribute" value="Counter"/>

        <parameter key="attributes" value=""/>

        <parameter key="use_except_expression" value="false"/>

        <parameter key="value_type" value="nominal"/>

        <parameter key="use_value_type_exception" value="false"/>

        <parameter key="except_value_type" value="file_path"/>

        <parameter key="block_type" value="single_value"/>

        <parameter key="use_block_type_exception" value="false"/>

        <parameter key="except_block_type" value="single_value"/>

        <parameter key="invert_selection" value="false"/>

        <parameter key="include_special_attributes" value="false"/>

        <parameter key="replace_what" value="xy"/>

      </operator>

      <operator activated="true" class="time_series:replace_missing_values" compatibility="10.3.001" expanded="true" height="68" name="Replace Missing Values (Series) (2)" width="90" x="983" y="85">

        <parameter key="attribute_filter_type" value="single"/>

        <parameter key="attribute" value="Counter"/>

        <parameter key="attributes" value=""/>

        <parameter key="use_except_expression" value="false"/>

        <parameter key="value_type" value="attribute_value"/>

        <parameter key="use_value_type_exception" value="false"/>

        <parameter key="except_value_type" value="time"/>

        <parameter key="block_type" value="attribute_block"/>

        <parameter key="use_block_type_exception" value="false"/>

        <parameter key="except_block_type" value="value_matrix_row_start"/>

        <parameter key="invert_selection" value="false"/>

        <parameter key="include_special_attributes" value="false"/>

        <parameter key="has_indices" value="false"/>

        <parameter key="indices_attribute" value=""/>

        <parameter key="sort_time_series" value="false"/>

        <parameter key="overwrite_attributes" value="true"/>

        <parameter key="new_attributes_postfix" value="_cleaned"/>

        <parameter key="replace_type_numerical" value="previous value"/>

        <parameter key="replace_type_nominal" value="previous value"/>

        <parameter key="replace_type_date_time" value="previous value"/>

        <parameter key="replace_value_numerical" value="0.0"/>

        <parameter key="replace_value_nominal" value="unknown"/>

        <parameter key="skip_other_missings" value="true"/>

        <parameter key="replace_infinity" value="true"/>

        <parameter key="replace_empty_strings" value="true"/>

        <parameter key="ensure_finite_values" value="false"/>

      </operator>

      <operator activated="true" class="numerical_to_polynominal" compatibility="10.3.001" expanded="true" height="82" name="Numerical to Polynominal" width="90" x="1117" y="85">

        <parameter key="attribute_filter_type" value="single"/>

        <parameter key="attribute" value="id"/>

        <parameter key="attributes" value=""/>

        <parameter key="use_except_expression" value="false"/>

        <parameter key="value_type" value="numeric"/>

        <parameter key="use_value_type_exception" value="false"/>

        <parameter key="except_value_type" value="real"/>

        <parameter key="block_type" value="value_series"/>

        <parameter key="use_block_type_exception" value="false"/>

        <parameter key="except_block_type" value="value_series_end"/>

        <parameter key="invert_selection" value="false"/>

        <parameter key="include_special_attributes" value="false"/>

      </operator>

      <operator activated="true" class="concurrency:loop_values" compatibility="10.3.001" expanded="true" height="82" name="Loop Values" width="90" x="1251" y="85">

        <parameter key="attribute" value="id"/>

        <parameter key="iteration_macro" value="loop_value"/>

        <parameter key="reuse_results" value="false"/>

        <parameter key="enable_parallel_execution" value="true"/>

        <process expanded="true">

          <operator activated="true" class="filter_examples" compatibility="10.3.001" expanded="true" height="103" name="Filter Examples" width="90" x="179" y="34">

            <parameter key="parameter_expression" value=""/>

            <parameter key="condition_class" value="custom_filters"/>

            <parameter key="invert_filter" value="false"/>

            <list key="filters_list">

              <parameter key="filters_entry_key" value="Counter.equals.%{loop_value}"/>

            </list>

            <parameter key="filters_logic_and" value="true"/>

            <parameter key="filters_check_metadata" value="true"/>

          </operator>

          <operator activated="true" class="blending:generate_id" compatibility="10.3.001" expanded="true" height="82" name="Generate ID (2)" width="90" x="313" y="34">

            <parameter key="create_nominal_ids" value="false"/>

            <parameter key="offset" value="-1"/>

          </operator>

          <operator activated="true" class="blending:set_role" compatibility="10.3.001" expanded="true" height="82" name="Set Role (2)" width="90" x="447" y="34">

            <list key="set_roles">

              <parameter key="id" value="regular"/>

            </list>

          </operator>

          <operator activated="true" class="blending:select_attributes" compatibility="10.3.001" expanded="true" height="82" name="Select Attributes" width="90" x="581" y="34">

            <parameter key="type" value="include attributes"/>

            <parameter key="attribute_filter_type" value="a subset"/>

            <parameter key="select_attribute" value=""/>

            <parameter key="select_subset" value="id␞T/F␞Counter"/>

            <parameter key="also_apply_to_special_attributes_(id,_label..)" value="false"/>

          </operator>

          <operator activated="true" class="filter_examples" compatibility="10.3.001" expanded="true" height="103" name="Filter Examples (2)" width="90" x="715" y="34">

            <parameter key="parameter_expression" value=""/>

            <parameter key="condition_class" value="no_missing_attributes"/>

            <parameter key="invert_filter" value="false"/>

            <list key="filters_list"/>

            <parameter key="filters_logic_and" value="true"/>

            <parameter key="filters_check_metadata" value="true"/>

          </operator>

          <connect from_port="input 1" to_op="Filter Examples" to_port="example set input"/>

          <connect from_op="Filter Examples" from_port="example set output" to_op="Generate ID (2)" to_port="example set input"/>

          <connect from_op="Generate ID (2)" from_port="example set output" to_op="Set Role (2)" to_port="example set input"/>

          <connect from_op="Set Role (2)" from_port="example set output" to_op="Select Attributes" to_port="example set input"/>

          <connect from_op="Select Attributes" from_port="example set output" to_op="Filter Examples (2)" to_port="example set input"/>

          <connect from_op="Filter Examples (2)" from_port="example set output" to_port="output 1"/>

          <portSpacing port="source_input 1" spacing="0"/>

          <portSpacing port="source_input 2" spacing="0"/>

          <portSpacing port="sink_output 1" spacing="0"/>

          <portSpacing port="sink_output 2" spacing="0"/>

        </process>

      </operator>

      <operator activated="true" class="operator_toolbox:advanced_append" compatibility="2.17.000" expanded="true" height="82" name="Append (Superset)" width="90" x="1385" y="85"/>

      <connect from_op="Create ExampleSet" from_port="output" to_op="Lag" to_port="example set input"/>

      <connect from_op="Lag" from_port="example set output" to_op="Replace Missing Values (Series)" to_port="example set"/>

      <connect from_op="Replace Missing Values (Series)" from_port="example set" to_op="Generate ID" to_port="example set input"/>

      <connect from_op="Generate ID" from_port="example set output" to_op="Set Role" to_port="example set input"/>

      <connect from_op="Set Role" from_port="example set output" to_op="Generate Attributes (2)" to_port="table input"/>

      <connect from_op="Generate Attributes (2)" from_port="table output" to_op="Replace" to_port="example set input"/>

      <connect from_op="Replace" from_port="example set output" to_op="Replace Missing Values (Series) (2)" to_port="example set"/>

      <connect from_op="Replace Missing Values (Series) (2)" from_port="example set" to_op="Numerical to Polynominal" to_port="example set input"/>

      <connect from_op="Numerical to Polynominal" from_port="example set output" to_op="Loop Values" to_port="input 1"/>

      <connect from_op="Loop Values" from_port="output 1" to_op="Append (Superset)" to_port="example set 1"/>

      <connect from_op="Append (Superset)" from_port="merged set" to_port="result 1"/>

      <portSpacing port="source_input 1" spacing="0"/>

      <portSpacing port="sink_result 1" spacing="0"/>

      <portSpacing port="sink_result 2" spacing="0"/>

    </process>

  </operator>

</process>