How to remove matched words of two lists from one of the list
Anusha
New Altair Community Member
Hi All!
I have a dataset that has two columns. each column has a list of words separated by ",". I want to compare two columns and if any word is present in both columns, that should be replaced/removed from the second list.
Source:
list1 list2
asd,ad bd,ghi jkl,bd,ghi
ui,ki lm,po op,ki,ui
Required output:
list1 list2
asd,ad bd,ghi jkl,bd,
ui,ki lm,po op,ki,
I have used regexp_replace but it is replacing substring also---it has to compare exact word match.
Even I tried with split, loop attribute and inside generate attribute used to replace/replaceAll with macro value----it's throwing error.
could anyone help me to resolve this?
Thanks in advance!
I have a dataset that has two columns. each column has a list of words separated by ",". I want to compare two columns and if any word is present in both columns, that should be replaced/removed from the second list.
Source:
list1 list2
asd,ad bd,ghi jkl,bd,ghi
ui,ki lm,po op,ki,ui
Required output:
list1 list2
asd,ad bd,ghi jkl,bd,
ui,ki lm,po op,ki,
I have used regexp_replace but it is replacing substring also---it has to compare exact word match.
Even I tried with split, loop attribute and inside generate attribute used to replace/replaceAll with macro value----it's throwing error.
could anyone help me to resolve this?
Thanks in advance!
Tagged:
0
Answers
-
<?xml version="1.0" encoding="UTF-8"?><process version="9.9.002"> <context> <input/> <output/> <macros/> </context> <operator activated="true" class="process" compatibility="9.9.002" 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="retrieve" compatibility="9.9.002" expanded="true" height="68" name="Retrieve listData" width="90" x="45" y="34"> <parameter key="repository_entry" value="//Demo Repository/data/listData"/> </operator> <operator activated="true" class="trim" compatibility="9.9.002" expanded="true" height="82" name="Trim" width="90" x="179" y="34"> <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="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"/> </operator> <operator activated="true" class="replace" compatibility="9.9.002" expanded="true" height="82" name="Set to regex format" width="90" x="313" y="34"> <parameter key="attribute_filter_type" value="single"/> <parameter key="attribute" value="list1"/> <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=","/> <parameter key="replace_by" value="|"/> </operator> <operator activated="true" class="extract_macro" compatibility="9.9.002" expanded="true" height="68" name="Extract Macro" width="90" x="447" y="34"> <parameter key="macro" value="list1"/> <parameter key="macro_type" value="data_value"/> <parameter key="statistics" value="average"/> <parameter key="attribute_name" value="list1"/> <parameter key="example_index" value="1"/> <list key="additional_macros"/> </operator> <operator activated="true" class="replace" compatibility="9.9.002" expanded="true" height="82" name="Replace (2)" width="90" x="581" y="34"> <parameter key="attribute_filter_type" value="single"/> <parameter key="attribute" value="list2"/> <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="(%{list1})"/> <parameter key="replace_by" value=""/> </operator> <operator activated="true" class="replace" compatibility="9.9.002" expanded="true" height="82" name="Replace" width="90" x="715" y="34"> <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="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=",{2,}"/> <parameter key="replace_by" value=","/> </operator> <operator activated="true" class="replace" compatibility="9.9.002" expanded="true" height="82" name="Set to comma format" width="90" x="849" y="34"> <parameter key="attribute_filter_type" value="single"/> <parameter key="attribute" value="list1"/> <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="\|"/> <parameter key="replace_by" value=","/> </operator> <connect from_op="Retrieve listData" from_port="output" to_op="Trim" to_port="example set input"/> <connect from_op="Trim" from_port="example set output" to_op="Set to regex format" to_port="example set input"/> <connect from_op="Set to regex format" from_port="example set output" to_op="Extract Macro" to_port="example set"/> <connect from_op="Extract Macro" from_port="example set" to_op="Replace (2)" to_port="example set input"/> <connect from_op="Replace (2)" from_port="example set output" to_op="Replace" to_port="example set input"/> <connect from_op="Replace" from_port="example set output" to_op="Set to comma format" to_port="example set input"/> <connect from_op="Set to comma format" 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>HI Anusha,
Try this and see how this works. This is just using the first example so you'd need to loop or use Generate Attributes etc
Thanks,
Mike-1 -
Hi @Anusha
I'm not sure if you are going to do the removal on a per exampe base. But here is a starting point that achieves what you mentioned.<?xml version="1.0" encoding="UTF-8"?><process version="9.9.002"> <context> <input/> <output/> <macros/> </context> <operator activated="true" class="process" compatibility="9.9.002" 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="9.9.002" expanded="true" height="68" name="Example Set A" 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="list1 asd,ad bd,ghi"/> <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="nominal_to_text" compatibility="9.9.002" expanded="true" height="82" name="Nominal to Text" width="90" x="246" y="34"> <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="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"/> </operator> <operator activated="true" class="text:process_document_from_data" compatibility="9.3.001" expanded="true" height="82" name="Process Documents from Data" width="90" x="380" y="34"> <parameter key="create_word_vector" value="false"/> <parameter key="vector_creation" value="TF-IDF"/> <parameter key="add_meta_information" value="true"/> <parameter key="keep_text" value="false"/> <parameter key="prune_method" value="none"/> <parameter key="prune_below_percent" value="3.0"/> <parameter key="prune_above_percent" value="30.0"/> <parameter key="prune_below_rank" value="0.05"/> <parameter key="prune_above_rank" value="0.95"/> <parameter key="datamanagement" value="double_sparse_array"/> <parameter key="data_management" value="auto"/> <parameter key="select_attributes_and_weights" value="false"/> <list key="specify_weights"/> <process expanded="true"> <operator activated="true" class="text:tokenize" compatibility="9.3.001" expanded="true" height="68" name="Tokenize" width="90" x="179" y="34"> <parameter key="mode" value="non letters"/> <parameter key="characters" value=".:"/> <parameter key="language" value="English"/> <parameter key="max_token_length" value="3"/> </operator> <connect from_port="document" to_op="Tokenize" to_port="document"/> <connect from_op="Tokenize" from_port="document" to_port="document 1"/> <portSpacing port="source_document" spacing="0"/> <portSpacing port="sink_document 1" spacing="0"/> <portSpacing port="sink_document 2" spacing="0"/> </process> </operator> <operator activated="true" class="text:wordlist_to_data" compatibility="9.3.001" expanded="true" height="82" name="WordList to Data" width="90" x="514" y="34"/> <operator activated="true" class="generate_attributes" compatibility="9.9.002" expanded="true" height="82" name="Generate Attributes" width="90" x="648" y="34"> <list key="function_descriptions"> <parameter key="Replace" value=""""/> </list> <parameter key="keep_all" value="true"/> </operator> <operator activated="true" class="utility:create_exampleset" compatibility="9.9.002" expanded="true" height="68" name="Example Set BD" width="90" x="112" y="187"> <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="list2 jkl,bd,ghi op,ki,ui"/> <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="nominal_to_text" compatibility="9.9.002" expanded="true" height="82" name="Nominal to Text (2)" width="90" x="380" y="187"> <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="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"/> </operator> <operator activated="true" class="replace_dictionary" compatibility="9.9.002" expanded="true" height="103" name="Replace (Dictionary)" width="90" x="648" y="187"> <parameter key="return_preprocessing_model" value="false"/> <parameter key="create_view" 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="from_attribute" value="word"/> <parameter key="to_attribute" value="Replace"/> <parameter key="use_regular_expressions" value="false"/> <parameter key="convert_to_lowercase" value="false"/> <parameter key="first_match_only" value="false"/> </operator> <connect from_op="Example Set A" from_port="output" to_op="Nominal to Text" to_port="example set input"/> <connect from_op="Nominal to Text" from_port="example set output" to_op="Process Documents from Data" to_port="example set"/> <connect from_op="Process Documents from Data" from_port="word list" to_op="WordList to Data" to_port="word list"/> <connect from_op="WordList to Data" from_port="example set" to_op="Generate Attributes" to_port="example set input"/> <connect from_op="Generate Attributes" from_port="example set output" to_op="Replace (Dictionary)" to_port="dictionary"/> <connect from_op="Example Set BD" from_port="output" to_op="Nominal to Text (2)" to_port="example set input"/> <connect from_op="Nominal to Text (2)" from_port="example set output" to_op="Replace (Dictionary)" to_port="example set input"/> <connect from_op="Replace (Dictionary)" 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>0 -
Hi @Anusha,
a quick and dirty solution would be to utilize the Loop exa,püles Operator in combination with Split, Transpose and Set Minus.Please find an example setup below:<?xml version="1.0" encoding="UTF-8"?><process version="9.9.002">Happy Mining,
<context>
<input/>
<output/>
<macros/>
</context>
<operator activated="true" class="process" compatibility="9.9.002" 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="9.9.002" 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="list1;list2 asd,ad bd,ghi;jkl,bd,ghi ui,ki lm,po;op,ki,ui"/>
<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="trim" compatibility="9.9.002" expanded="true" height="82" name="Trim" width="90" x="246" y="34">
<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="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"/>
</operator>
<operator activated="true" class="loop_examples" compatibility="9.9.002" expanded="true" height="103" name="Loop Examples" width="90" x="380" y="34">
<parameter key="iteration_macro" value="example"/>
<process expanded="true">
<operator activated="true" class="filter_example_range" compatibility="9.9.002" expanded="true" height="82" name="Filter Example Range" width="90" x="45" y="34">
<parameter key="first_example" value="%{example}"/>
<parameter key="last_example" value="%{example}"/>
<parameter key="invert_filter" value="false"/>
</operator>
<operator activated="true" class="select_attributes" compatibility="9.9.002" expanded="true" height="82" name="Select Attributes" width="90" x="179" y="34">
<parameter key="attribute_filter_type" value="single"/>
<parameter key="attribute" value="list1"/>
<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"/>
</operator>
<operator activated="true" class="multiply" compatibility="9.9.002" expanded="true" height="103" name="Multiply" width="90" x="313" y="34"/>
<operator activated="true" class="select_attributes" compatibility="9.9.002" expanded="true" height="82" name="Select Attributes (4)" width="90" x="179" y="289">
<parameter key="attribute_filter_type" value="single"/>
<parameter key="attribute" value="list2"/>
<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"/>
</operator>
<operator activated="true" class="split" compatibility="9.9.002" expanded="true" height="82" name="Split" width="90" x="380" y="187">
<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="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="transpose" compatibility="9.9.002" expanded="true" height="82" name="Transpose" width="90" x="514" y="187"/>
<operator activated="true" class="select_attributes" compatibility="9.9.002" expanded="true" height="82" name="Select Attributes (2)" width="90" x="648" y="187">
<parameter key="attribute_filter_type" value="single"/>
<parameter key="attribute" value="att_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="true"/>
</operator>
<operator activated="true" class="blending:rename" compatibility="9.9.002" expanded="true" height="82" name="Rename" width="90" x="782" y="187">
<list key="rename attributes">
<parameter key="att_1" value="source"/>
</list>
<parameter key="from_attribute" value=""/>
<parameter key="to_attribute" value=""/>
</operator>
<operator activated="true" class="set_role" compatibility="9.9.002" expanded="true" height="82" name="Set Role" width="90" x="916" y="187">
<parameter key="attribute_name" value="source"/>
<parameter key="target_role" value="id"/>
<list key="set_additional_roles"/>
</operator>
<operator activated="true" class="split" compatibility="9.9.002" expanded="true" height="82" name="Split (2)" width="90" x="313" y="289">
<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="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="transpose" compatibility="9.9.002" expanded="true" height="82" name="Transpose (2)" width="90" x="447" y="289"/>
<operator activated="true" class="select_attributes" compatibility="9.9.002" expanded="true" height="82" name="Select Attributes (3)" width="90" x="581" y="289">
<parameter key="attribute_filter_type" value="single"/>
<parameter key="attribute" value="att_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="true"/>
</operator>
<operator activated="true" class="blending:rename" compatibility="9.9.002" expanded="true" height="82" name="Rename (2)" width="90" x="715" y="289">
<list key="rename attributes">
<parameter key="att_1" value="target"/>
</list>
<parameter key="from_attribute" value=""/>
<parameter key="to_attribute" value=""/>
</operator>
<operator activated="true" class="set_role" compatibility="9.9.002" expanded="true" height="82" name="Set Role (2)" width="90" x="849" y="289">
<parameter key="attribute_name" value="target"/>
<parameter key="target_role" value="id"/>
<list key="set_additional_roles"/>
</operator>
<operator activated="true" class="set_minus" compatibility="9.9.002" expanded="true" height="82" name="Set Minus" width="90" x="983" y="289"/>
<operator activated="true" class="aggregate" compatibility="9.9.002" expanded="true" height="82" name="Aggregate" width="90" x="1117" y="289">
<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="target" value="concatenation"/>
</list>
<parameter key="group_by_attributes" value=""/>
<parameter key="count_all_combinations" value="false"/>
<parameter key="only_distinct" value="false"/>
<parameter key="ignore_missings" value="true"/>
</operator>
<operator activated="true" class="blending:rename" compatibility="9.9.002" expanded="true" height="82" name="Rename (3)" width="90" x="1251" y="289">
<list key="rename attributes">
<parameter key="concat(target)" value="list2"/>
</list>
<parameter key="from_attribute" value=""/>
<parameter key="to_attribute" value=""/>
</operator>
<operator activated="true" class="replace" compatibility="9.9.002" expanded="true" height="82" name="Replace" width="90" x="1385" y="289">
<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="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="\|"/>
<parameter key="replace_by" value=","/>
</operator>
<operator activated="true" class="operator_toolbox:merge" compatibility="2.10.000" expanded="true" height="103" name="Merge Attributes" width="90" x="1117" y="34">
<parameter key="handling_of_duplicate_attributes" value="rename"/>
<parameter key="handling_of_special_attributes" value="keep_first_special_other_regular"/>
<parameter key="handling_of_duplicate_annotations" value="rename"/>
</operator>
<connect from_port="example set" to_op="Filter Example Range" to_port="example set input"/>
<connect from_op="Filter Example Range" 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="Multiply" to_port="input"/>
<connect from_op="Select Attributes" from_port="original" to_op="Select Attributes (4)" to_port="example set input"/>
<connect from_op="Multiply" from_port="output 1" to_op="Merge Attributes" to_port="example set 1"/>
<connect from_op="Multiply" from_port="output 2" to_op="Split" to_port="example set input"/>
<connect from_op="Select Attributes (4)" from_port="example set output" to_op="Split (2)" to_port="example set input"/>
<connect from_op="Split" from_port="example set output" to_op="Transpose" to_port="example set input"/>
<connect from_op="Transpose" from_port="example set output" to_op="Select Attributes (2)" to_port="example set input"/>
<connect from_op="Select Attributes (2)" from_port="example set output" to_op="Rename" to_port="example set input"/>
<connect from_op="Rename" 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="Set Minus" to_port="subtrahend"/>
<connect from_op="Split (2)" from_port="example set output" to_op="Transpose (2)" to_port="example set input"/>
<connect from_op="Transpose (2)" from_port="example set output" to_op="Select Attributes (3)" to_port="example set input"/>
<connect from_op="Select Attributes (3)" from_port="example set output" to_op="Rename (2)" to_port="example set input"/>
<connect from_op="Rename (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="Set Minus" to_port="example set input"/>
<connect from_op="Set Minus" from_port="example set output" to_op="Aggregate" to_port="example set input"/>
<connect from_op="Aggregate" from_port="example set output" to_op="Rename (3)" to_port="example set input"/>
<connect from_op="Rename (3)" from_port="example set output" to_op="Replace" to_port="example set input"/>
<connect from_op="Replace" from_port="example set output" to_op="Merge Attributes" to_port="example set 2"/>
<connect from_op="Merge Attributes" from_port="merged set" to_port="output 1"/>
<portSpacing port="source_example set" spacing="0"/>
<portSpacing port="sink_example set" spacing="0"/>
<portSpacing port="sink_output 1" spacing="0"/>
<portSpacing port="sink_output 2" spacing="0"/>
</process>
</operator>
<operator activated="true" class="append" compatibility="9.9.002" expanded="true" height="82" name="Append" width="90" x="514" y="34">
<parameter key="datamanagement" value="double_array"/>
<parameter key="data_management" value="auto"/>
<parameter key="merge_type" value="all"/>
</operator>
<connect from_op="Create ExampleSet" from_port="output" to_op="Trim" to_port="example set input"/>
<connect from_op="Trim" from_port="example set output" to_op="Loop Examples" to_port="example set"/>
<connect from_op="Loop Examples" from_port="output 1" to_op="Append" to_port="example set 1"/>
<connect from_op="Append" 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>
Edin
0
Altair Employee