How to remove duplicate from rows
Hello,
Data Like this
I want
RISK HIGH
D_CHANNEL DIGITAL
DIR INWARD|OUTWARD|SALE|PURCHASE
Data Like this
| RISK | HIGH|HIGH|HIGH|HIGH|HIGH|HIGH|HIGH|HIGH|HIGH|HIGH|HIGH|HIGH|HIGH|HIGH |
| D_CHANNEL | DIGITAL|DIGITAL |
| DIR | OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|INWARD|INWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|INWARD|INWARD|INWARD|INWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|INWARD|INWARD|INWARD|INWARD|OUTWARD|OUTWARD|INWARD|INWARD|OUTWARD|OUTWARD|OUTWARD|SALE|PURCHASE|OUTWARD|OUTBOUND|OUTBOUND|PURCHASE|PURCHASE|PURCHASE|PURCHASE|SALE|SALE|SALE|SALE|PURCHASE|PURCHASE|SALE|SALE|INWARD|PURCHASE;SALE|PURCHASE;SALE|INWARD;OUTWARD|OUTWARD|INWARD|SALE|PURCHASE|PURCHASE;SALE|PURCHASE;SALE|PURCHASE;SALE;INWARD;OUTWARD|OUTWARD|OUTWARD|OUTWARD|INWARD|INWARD|SALE|SALE|SALE|OUTWARD|OUTWARD|OUTWARD |
RISK HIGH
D_CHANNEL DIGITAL
DIR INWARD|OUTWARD|SALE|PURCHASE
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Hi,
you can do it with a few operators.
1. Split the data attribute on \| (need to quote the | with the backslash, as Split works with regular expressions)
2. De-pivot the resulting data_.+ attributes, resulting in a narrow table with the values from the "pivoted" split parts
3. Aggregate using category, data to remove duplicates
4. Aggregate using category, concatenate the data
Example process:
Best regards,
Balázs
you can do it with a few operators.
1. Split the data attribute on \| (need to quote the | with the backslash, as Split works with regular expressions)
2. De-pivot the resulting data_.+ attributes, resulting in a narrow table with the values from the "pivoted" split parts
3. Aggregate using category, data to remove duplicates
4. Aggregate using category, concatenate the data
Example process:
<?xml version="1.0" encoding="UTF-8"?><process version="9.8.001">
<context>
<input/>
<output/>
<macros/>
</context>
<operator activated="true" class="process" compatibility="9.8.001" expanded="true" name="Process">
<parameter key="logverbosity" value="init"/>
<parameter key="random_seed" value="-1"/>
<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="9.8.001" expanded="true" height="68" name="Create ExampleSet" width="90" x="112" y="34">
<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="category,data dir,OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|INWARD|INWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|INWARD|INWARD|INWARD|INWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|INWARD|INWARD|INWARD|INWARD|OUTWARD|OUTWARD|INWARD|INWARD|OUTWARD|OUTWARD|OUTWARD|SALE|PURCHASE|OUTWARD|OUTBOUND|OUTBOUND|PURCHASE|PURCHASE|PURCHASE|PURCHASE|SALE|SALE|SALE|SALE|PURCHASE|PURCHASE|SALE|SALE|INWARD|PURCHASE;SALE|PURCHASE;SALE|INWARD;OUTWARD|OUTWARD|INWARD|SALE|PURCHASE|PURCHASE;SALE|PURCHASE;SALE|PURCHASE;SALE;INWARD;OUTWARD|OUTWARD|OUTWARD|OUTWARD|INWARD|INWARD|SALE|SALE|SALE|OUTWARD|OUTWARD|OUTWARD risk,HIGH|HIGH|HIGH|HIGH|HIGH|HIGH|HIGH|HIGH|HIGH|HIGH|HIGH|HIGH|HIGH|HIGH d_channel,DIGITAL|DIGITAL"/>
<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="split" compatibility="9.8.001" expanded="true" height="82" name="Split" width="90" x="246" y="34">
<parameter key="attribute_filter_type" value="single"/>
<parameter key="attribute" value="data"/>
<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="split_pattern" value="\|"/>
<parameter key="split_mode" value="ordered_split"/>
</operator>
<operator activated="true" class="de_pivot" compatibility="9.8.001" expanded="true" height="82" name="De-Pivot" width="90" x="380" y="34">
<list key="attribute_name">
<parameter key="data" value="data_.+"/>
</list>
<parameter key="index_attribute" value="category_nr"/>
<parameter key="create_nominal_index" value="false"/>
<parameter key="keep_missings" value="false"/>
</operator>
<operator activated="true" class="aggregate" compatibility="9.8.001" expanded="true" height="82" name="Aggregate" width="90" x="514" y="34">
<parameter key="use_default_aggregation" 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_aggregation_function" value="average"/>
<list key="aggregation_attributes"/>
<parameter key="group_by_attributes" value="data|category"/>
<parameter key="count_all_combinations" value="false"/>
<parameter key="only_distinct" value="false"/>
<parameter key="ignore_missings" value="true"/>
</operator>
<operator activated="true" class="aggregate" compatibility="9.8.001" expanded="true" height="82" name="Aggregate (2)" width="90" x="648" y="34">
<parameter key="use_default_aggregation" 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_aggregation_function" value="average"/>
<list key="aggregation_attributes">
<parameter key="data" value="concatenation"/>
</list>
<parameter key="group_by_attributes" value="category"/>
<parameter key="count_all_combinations" value="false"/>
<parameter key="only_distinct" value="false"/>
<parameter key="ignore_missings" value="true"/>
</operator>
<connect from_op="Create ExampleSet" from_port="output" to_op="Split" to_port="example set input"/>
<connect from_op="Split" from_port="example set output" to_op="De-Pivot" to_port="example set input"/>
<connect from_op="De-Pivot" from_port="example set output" to_op="Aggregate" to_port="example set input"/>
<connect from_op="Aggregate" from_port="example set output" to_op="Aggregate (2)" to_port="example set input"/>
<connect from_op="Aggregate (2)" from_port="example set output" 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>
Best regards,
Balázs
you can do it with a few operators.
1. Split the data attribute on \| (need to quote the | with the backslash, as Split works with regular expressions)
2. De-pivot the resulting data_.+ attributes, resulting in a narrow table with the values from the "pivoted" split parts
3. Aggregate using category, data to remove duplicates
4. Aggregate using category, concatenate the data
Example process:
<?xml version="1.0" encoding="UTF-8"?><process version="9.8.001"> <context> <input/> <output/> <macros/> </context> <operator activated="true" class="process" compatibility="9.8.001" expanded="true" name="Process"> <parameter key="logverbosity" value="init"/> <parameter key="random_seed" value="-1"/> <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="9.8.001" expanded="true" height="68" name="Create ExampleSet" width="90" x="112" y="34"> <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="category,data dir,OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|INWARD|INWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|INWARD|INWARD|INWARD|INWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|OUTWARD|INWARD|INWARD|INWARD|INWARD|OUTWARD|OUTWARD|INWARD|INWARD|OUTWARD|OUTWARD|OUTWARD|SALE|PURCHASE|OUTWARD|OUTBOUND|OUTBOUND|PURCHASE|PURCHASE|PURCHASE|PURCHASE|SALE|SALE|SALE|SALE|PURCHASE|PURCHASE|SALE|SALE|INWARD|PURCHASE;SALE|PURCHASE;SALE|INWARD;OUTWARD|OUTWARD|INWARD|SALE|PURCHASE|PURCHASE;SALE|PURCHASE;SALE|PURCHASE;SALE;INWARD;OUTWARD|OUTWARD|OUTWARD|OUTWARD|INWARD|INWARD|SALE|SALE|SALE|OUTWARD|OUTWARD|OUTWARD risk,HIGH|HIGH|HIGH|HIGH|HIGH|HIGH|HIGH|HIGH|HIGH|HIGH|HIGH|HIGH|HIGH|HIGH d_channel,DIGITAL|DIGITAL"/> <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="split" compatibility="9.8.001" expanded="true" height="82" name="Split" width="90" x="246" y="34"> <parameter key="attribute_filter_type" value="single"/> <parameter key="attribute" value="data"/> <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="split_pattern" value="\|"/> <parameter key="split_mode" value="ordered_split"/> </operator> <operator activated="true" class="de_pivot" compatibility="9.8.001" expanded="true" height="82" name="De-Pivot" width="90" x="380" y="34"> <list key="attribute_name"> <parameter key="data" value="data_.+"/> </list> <parameter key="index_attribute" value="category_nr"/> <parameter key="create_nominal_index" value="false"/> <parameter key="keep_missings" value="false"/> </operator> <operator activated="true" class="aggregate" compatibility="9.8.001" expanded="true" height="82" name="Aggregate" width="90" x="514" y="34"> <parameter key="use_default_aggregation" 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_aggregation_function" value="average"/> <list key="aggregation_attributes"/> <parameter key="group_by_attributes" value="data|category"/> <parameter key="count_all_combinations" value="false"/> <parameter key="only_distinct" value="false"/> <parameter key="ignore_missings" value="true"/> </operator> <operator activated="true" class="aggregate" compatibility="9.8.001" expanded="true" height="82" name="Aggregate (2)" width="90" x="648" y="34"> <parameter key="use_default_aggregation" 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_aggregation_function" value="average"/> <list key="aggregation_attributes"> <parameter key="data" value="concatenation"/> </list> <parameter key="group_by_attributes" value="category"/> <parameter key="count_all_combinations" value="false"/> <parameter key="only_distinct" value="false"/> <parameter key="ignore_missings" value="true"/> </operator> <connect from_op="Create ExampleSet" from_port="output" to_op="Split" to_port="example set input"/> <connect from_op="Split" from_port="example set output" to_op="De-Pivot" to_port="example set input"/> <connect from_op="De-Pivot" from_port="example set output" to_op="Aggregate" to_port="example set input"/> <connect from_op="Aggregate" from_port="example set output" to_op="Aggregate (2)" to_port="example set input"/> <connect from_op="Aggregate (2)" from_port="example set output" 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>Best regards,
Balázs