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unfold option in Loop Collection / Collect operator
sgenzer
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hi...discovered the interesting "unfold" option today in my RapidMiner journey and was quite happy to find it. If I understand it properly, it has the ability to union a collection of example sets with one operator (in the same way that the Append operator does if the number&type of attributes are identical)? Two questions: 1) why on earth is it called "unfold"? I've been searching for this ability for a long, long time (and been creating daisy chains of Union operators during this time). Why not call it "union"? 2) how can I get it to work? in the input, I put multiple example sets and then, if I check "unfold", I would expect one big union example set coming out. But it does not work. Help?
Here I generate three example sets, collect them, and then try to "unfold" them using Collect:
Scott
Here I generate three example sets, collect them, and then try to "unfold" them using Collect:
<?xml version="1.0" encoding="UTF-8" standalone="no"?>Here I do the same thing with Loop Collection:
<process version="6.5.002">
<context>
<input/>
<output/>
<macros/>
</context>
<operator activated="true" class="process" compatibility="6.5.002" expanded="true" name="Process">
<process expanded="true">
<operator activated="true" class="generate_data" compatibility="6.5.002" expanded="true" height="60" name="Generate Data" width="90" x="45" y="120">
<parameter key="attributes_lower_bound" value="0.0"/>
</operator>
<operator activated="true" class="generate_data" compatibility="6.5.002" expanded="true" height="60" name="Generate Data (2)" width="90" x="45" y="210">
<parameter key="number_of_attributes" value="3"/>
<parameter key="attributes_lower_bound" value="0.0"/>
</operator>
<operator activated="true" class="generate_data" compatibility="6.5.002" expanded="true" height="60" name="Generate Data (3)" width="90" x="45" y="300">
<parameter key="number_of_attributes" value="8"/>
<parameter key="attributes_lower_bound" value="0.0"/>
</operator>
<operator activated="true" class="collect" compatibility="6.5.002" expanded="true" height="112" name="Collect" width="90" x="246" y="165"/>
<operator activated="true" class="collect" compatibility="6.5.002" expanded="true" height="76" name="Collect (2)" width="90" x="380" y="165">
<parameter key="unfold" value="true"/>
</operator>
<connect from_op="Generate Data" from_port="output" to_op="Collect" to_port="input 1"/>
<connect from_op="Generate Data (2)" from_port="output" to_op="Collect" to_port="input 2"/>
<connect from_op="Generate Data (3)" from_port="output" to_op="Collect" to_port="input 3"/>
<connect from_op="Collect" from_port="collection" to_op="Collect (2)" to_port="input 1"/>
<connect from_op="Collect (2)" from_port="collection" 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>
<?xml version="1.0" encoding="UTF-8" standalone="no"?>I must be missing something very simple? Thanks.
<process version="6.5.002">
<context>
<input/>
<output/>
<macros/>
</context>
<operator activated="true" class="process" compatibility="6.5.002" expanded="true" name="Process">
<process expanded="true">
<operator activated="true" class="generate_data" compatibility="6.5.002" expanded="true" height="60" name="Generate Data" width="90" x="45" y="120">
<parameter key="attributes_lower_bound" value="0.0"/>
</operator>
<operator activated="true" class="generate_data" compatibility="6.5.002" expanded="true" height="60" name="Generate Data (2)" width="90" x="45" y="210">
<parameter key="number_of_attributes" value="3"/>
<parameter key="attributes_lower_bound" value="0.0"/>
</operator>
<operator activated="true" class="generate_data" compatibility="6.5.002" expanded="true" height="60" name="Generate Data (3)" width="90" x="45" y="300">
<parameter key="number_of_attributes" value="8"/>
<parameter key="attributes_lower_bound" value="0.0"/>
</operator>
<operator activated="true" class="collect" compatibility="6.5.002" expanded="true" height="112" name="Collect" width="90" x="246" y="165"/>
<operator activated="true" class="loop_collection" compatibility="6.5.002" expanded="true" height="76" name="Loop Collection" width="90" x="380" y="165">
<parameter key="unfold" value="true"/>
<process expanded="true">
<connect from_port="single" to_port="output 1"/>
<portSpacing port="source_single" spacing="0"/>
<portSpacing port="sink_output 1" spacing="0"/>
<portSpacing port="sink_output 2" spacing="0"/>
</process>
</operator>
<connect from_op="Generate Data" from_port="output" to_op="Collect" to_port="input 1"/>
<connect from_op="Generate Data (2)" from_port="output" to_op="Collect" to_port="input 2"/>
<connect from_op="Generate Data (3)" from_port="output" to_op="Collect" to_port="input 3"/>
<connect from_op="Collect" from_port="collection" to_op="Loop Collection" to_port="collection"/>
<connect from_op="Loop Collection" from_port="output 1" 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>
Scott
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Answers
Might be a good feature request though for future versions as I often loop collections too to join example sets together & find that on larger collections it can be tricky with memory handling.
unfold
This parameter specifies whether collections received at the input ports should be unfolded. If the unfold parameter is set to true then the output will be the union of all elements of the input collections.
Scott