comparison test_macros.xml @ 0:99e2019c318c draft default tip

planemo upload for repository https://github.com/Helmholtz-UFZ/galaxy-tools/blob/main/tools/saqc/ commit b674325a07b6e964e25cd65967149018dc2671fe

0:99e2019c318c

<?xml version="1.0" encoding="utf-8"?>
<macros>
  <xml name="config_tests">
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="breaks" />
          <conditional name="method_cond">
            <param name="method_select" value="flagIsolated" />
            <param name="field" value="test_variable" />
            <param name="gap_window" value="default_string" />
            <param name="group_window" value="default_string" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagIsolated\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="breaks" />
          <conditional name="method_cond">
            <param name="method_select" value="flagJumps" />
            <param name="field" value="test_variable" />
            <param name="thresh" value="1.0" />
            <param name="window" value="default_string" />
            <param name="min_periods" value="1" />
            <param name="flag" value="255.0" />
            <param name="dfilter" value="-inf" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagJumps\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="breaks" />
          <conditional name="method_cond">
            <param name="method_select" value="flagMissing" />
            <param name="field" value="test_variable" />
            <param name="flag" value="255.0" />
            <param name="dfilter" value="-inf" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagMissing\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="changepoints" />
          <conditional name="method_cond">
            <param name="method_select" value="assignChangePointCluster" />
            <param name="field" value="test_variable" />
            <param name="stat_func" value="default_string" />
            <param name="thresh_func" value="default_string" />
            <param name="window" value="default_string" />
            <param name="min_periods" value="1" />
            <param name="reduce_window" value="default_string" />
            <param name="reduce_func" value="&lt;function ChangepointsMixin.&lt;lambda&gt; at 0x714978652160&gt;" />
            <param name="model_by_resids" value="true" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignChangePointCluster\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="changepoints" />
          <conditional name="method_cond">
            <param name="method_select" value="assignChangePointCluster" />
            <param name="field" value="test_variable" />
            <param name="stat_func" value="default_string" />
            <param name="thresh_func" value="default_string" />
            <param name="window" value="a_string" />
            <param name="min_periods" value="1" />
            <param name="reduce_window" value="default_string" />
            <param name="reduce_func" value="&lt;function ChangepointsMixin.&lt;lambda&gt; at 0x714978652160&gt;" />
            <param name="model_by_resids" value="true" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignChangePointCluster\((?=.*window\s*=\s*[&quot;']a_string[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="changepoints" />
          <conditional name="method_cond">
            <param name="method_select" value="assignChangePointCluster" />
            <param name="field" value="test_variable" />
            <param name="stat_func" value="default_string" />
            <param name="thresh_func" value="default_string" />
            <param name="window" value="default_string" />
            <param name="min_periods" value="123" />
            <param name="reduce_window" value="default_string" />
            <param name="reduce_func" value="&lt;function ChangepointsMixin.&lt;lambda&gt; at 0x714978652160&gt;" />
            <param name="model_by_resids" value="true" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignChangePointCluster\((?=.*min_periods\s*=\s*(?:[&quot;']?123[&quot;']?)).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="changepoints" />
          <conditional name="method_cond">
            <param name="method_select" value="flagChangePoints" />
            <param name="field" value="test_variable" />
            <param name="stat_func" value="default_string" />
            <param name="thresh_func" value="default_string" />
            <param name="window" value="default_string" />
            <param name="min_periods" value="1" />
            <param name="reduce_window" value="default_string" />
            <param name="reduce_func" value="&lt;function ChangepointsMixin.&lt;lambda&gt; at 0x714978651f80&gt;" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagChangePoints\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="changepoints" />
          <conditional name="method_cond">
            <param name="method_select" value="flagChangePoints" />
            <param name="field" value="test_variable" />
            <param name="stat_func" value="default_string" />
            <param name="thresh_func" value="default_string" />
            <param name="window" value="a_string" />
            <param name="min_periods" value="1" />
            <param name="reduce_window" value="default_string" />
            <param name="reduce_func" value="&lt;function ChangepointsMixin.&lt;lambda&gt; at 0x714978651f80&gt;" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagChangePoints\((?=.*window\s*=\s*[&quot;']a_string[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="changepoints" />
          <conditional name="method_cond">
            <param name="method_select" value="flagChangePoints" />
            <param name="field" value="test_variable" />
            <param name="stat_func" value="default_string" />
            <param name="thresh_func" value="default_string" />
            <param name="window" value="default_string" />
            <param name="min_periods" value="123" />
            <param name="reduce_window" value="default_string" />
            <param name="reduce_func" value="&lt;function ChangepointsMixin.&lt;lambda&gt; at 0x714978651f80&gt;" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagChangePoints\((?=.*min_periods\s*=\s*(?:[&quot;']?123[&quot;']?)).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="constants" />
          <conditional name="method_cond">
            <param name="method_select" value="flagByVariance" />
            <param name="field" value="test_variable" />
            <param name="window" value="default_string" />
            <param name="thresh" value="1.0" />
            <param name="maxna" value="1" />
            <param name="maxna_group" value="1" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagByVariance\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="constants" />
          <conditional name="method_cond">
            <param name="method_select" value="flagConstants" />
            <param name="field" value="test_variable" />
            <param name="thresh" value="1.0" />
            <param name="window" value="default_string" />
            <param name="min_periods" value="2" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagConstants\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="curvefit" />
          <conditional name="method_cond">
            <param name="method_select" value="fitLowpassFilter" />
            <param name="field" value="test_variable" />
            <param name="cutoff" value="default_string" />
            <param name="nyq" value="0.5" />
            <param name="filter_order" value="2" />
            <param name="fill_method" value="linear" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*fitLowpassFilter\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="curvefit" />
          <conditional name="method_cond">
            <param name="method_select" value="fitPolynomial" />
            <param name="field" value="test_variable" />
            <param name="window" value="default_string" />
            <param name="order" value="1" />
            <param name="min_periods" value="0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*fitPolynomial\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="drift" />
          <conditional name="method_cond">
            <param name="method_select" value="assignRegimeAnomaly" />
            <param name="field" value="test_variable" />
            <param name="cluster_field" value="default_string" />
            <param name="spread" value="1.0" />
            <param name="method" value="single" />
            <param name="metric" value="&lt;function DriftMixin.&lt;lambda&gt; at 0x7149749f0d60&gt;" />
            <param name="frac" value="0.5" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignRegimeAnomaly\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="drift" />
          <conditional name="method_cond">
            <param name="method_select" value="correctDrift" />
            <param name="field" value="test_variable" />
            <param name="maintenance_field" value="default_string" />
            <conditional name="model_cond">
              <param name="model_select_type" value="custom" />
              <param name="model" value="default_string" />
            </conditional>
            <param name="cal_range" value="5" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*correctDrift\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="drift" />
          <conditional name="method_cond">
            <param name="method_select" value="correctOffset" />
            <param name="field" value="test_variable" />
            <param name="max_jump" value="1.0" />
            <param name="spread" value="1.0" />
            <param name="window" value="default_string" />
            <param name="min_periods" value="1" />
            <param name="tolerance" value="default_string" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*correctOffset\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="drift" />
          <conditional name="method_cond">
            <param name="method_select" value="correctRegimeAnomaly" />
            <param name="field" value="test_variable" />
            <param name="cluster_field" value="default_string" />
            <param name="model" value="default_string" />
            <param name="tolerance" value="default_string" />
            <param name="epoch" value="true" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*correctRegimeAnomaly\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="drift" />
          <conditional name="method_cond">
            <param name="method_select" value="flagDriftFromNorm" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="window" value="default_string" />
            <param name="spread" value="1.0" />
            <param name="frac" value="0.5" />
            <param name="metric" value="&lt;function cityblock at 0x71497525fd80&gt;" />
            <param name="method" value="single" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagDriftFromNorm\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="drift" />
          <conditional name="method_cond">
            <param name="method_select" value="flagDriftFromReference" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="reference" value="default_string" />
            <param name="freq" value="default_string" />
            <param name="thresh" value="1.0" />
            <param name="metric" value="&lt;function cityblock at 0x71497525fd80&gt;" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagDriftFromReference\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="drift" />
          <conditional name="method_cond">
            <param name="method_select" value="flagRegimeAnomaly" />
            <param name="field" value="test_variable" />
            <param name="cluster_field" value="default_string" />
            <param name="spread" value="1.0" />
            <param name="method" value="single" />
            <param name="metric" value="&lt;function DriftMixin.&lt;lambda&gt; at 0x7149749f0c20&gt;" />
            <param name="frac" value="0.5" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagRegimeAnomaly\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="flagtools" />
          <conditional name="method_cond">
            <param name="method_select" value="andGroup" />
            <param name="field" value="test_variable" />
            <param name="group" value="default_string" />
            <param name="target" value="test_variable" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*andGroup\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="flagtools" />
          <conditional name="method_cond">
            <param name="method_select" value="andGroup" />
            <param name="field" value="test_variable" />
            <param name="group" value="default_string" />
            <param name="target" value="a_string" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*andGroup\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="flagtools" />
          <conditional name="method_cond">
            <param name="method_select" value="clearFlags" />
            <param name="field" value="test_variable" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*clearFlags\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="flagtools" />
          <conditional name="method_cond">
            <param name="method_select" value="flagDummy" />
            <param name="field" value="test_variable" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagDummy\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="flagtools" />
          <conditional name="method_cond">
            <param name="method_select" value="flagManual" />
            <param name="field" value="test_variable" />
            <param name="mdata" value="default_string" />
            <param name="method" value="left-open" />
            <param name="mformat" value="start-end" />
            <param name="mflag" value="1" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagManual\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="flagtools" />
          <conditional name="method_cond">
            <param name="method_select" value="flagManual" />
            <param name="field" value="test_variable" />
            <param name="mdata" value="default_string" />
            <param name="method" value="left-open" />
            <param name="mformat" value="start-end" />
            <param name="mflag" value="1" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagManual\((?=.*mformat\s*=\s*[&quot;']start\-end[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="flagtools" />
          <conditional name="method_cond">
            <param name="method_select" value="flagManual" />
            <param name="field" value="test_variable" />
            <param name="mdata" value="default_string" />
            <param name="method" value="left-open" />
            <param name="mformat" value="mflag" />
            <param name="mflag" value="1" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagManual\((?=.*mformat\s*=\s*[&quot;']mflag[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="flagtools" />
          <conditional name="method_cond">
            <param name="method_select" value="flagManual" />
            <param name="field" value="test_variable" />
            <param name="mdata" value="default_string" />
            <param name="method" value="left-open" />
            <param name="mformat" value="start-end" />
            <param name="mflag" value="1" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagManual\((?=.*method\s*=\s*[&quot;']left\-open[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="flagtools" />
          <conditional name="method_cond">
            <param name="method_select" value="flagManual" />
            <param name="field" value="test_variable" />
            <param name="mdata" value="default_string" />
            <param name="method" value="right-open" />
            <param name="mformat" value="start-end" />
            <param name="mflag" value="1" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagManual\((?=.*method\s*=\s*[&quot;']right\-open[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="flagtools" />
          <conditional name="method_cond">
            <param name="method_select" value="flagManual" />
            <param name="field" value="test_variable" />
            <param name="mdata" value="default_string" />
            <param name="method" value="closed" />
            <param name="mformat" value="start-end" />
            <param name="mflag" value="1" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagManual\((?=.*method\s*=\s*[&quot;']closed[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="flagtools" />
          <conditional name="method_cond">
            <param name="method_select" value="flagManual" />
            <param name="field" value="test_variable" />
            <param name="mdata" value="default_string" />
            <param name="method" value="plain" />
            <param name="mformat" value="start-end" />
            <param name="mflag" value="1" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagManual\((?=.*method\s*=\s*[&quot;']plain[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="flagtools" />
          <conditional name="method_cond">
            <param name="method_select" value="flagManual" />
            <param name="field" value="test_variable" />
            <param name="mdata" value="default_string" />
            <param name="method" value="ontime" />
            <param name="mformat" value="start-end" />
            <param name="mflag" value="1" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagManual\((?=.*method\s*=\s*[&quot;']ontime[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="flagtools" />
          <conditional name="method_cond">
            <param name="method_select" value="flagUnflagged" />
            <param name="field" value="test_variable" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagUnflagged\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="flagtools" />
          <conditional name="method_cond">
            <param name="method_select" value="forceFlags" />
            <param name="field" value="test_variable" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*forceFlags\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="flagtools" />
          <conditional name="method_cond">
            <param name="method_select" value="orGroup" />
            <param name="field" value="test_variable" />
            <param name="group" value="default_string" />
            <param name="target" value="test_variable" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*orGroup\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="flagtools" />
          <conditional name="method_cond">
            <param name="method_select" value="orGroup" />
            <param name="field" value="test_variable" />
            <param name="group" value="default_string" />
            <param name="target" value="a_string" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*orGroup\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="flagtools" />
          <conditional name="method_cond">
            <param name="method_select" value="propagateFlags" />
            <param name="field" value="test_variable" />
            <param name="window" value="default_string" />
            <param name="method" value="ffill" />
            <param name="flag" value="255.0" />
            <param name="dfilter" value="-inf" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*propagateFlags\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="flagtools" />
          <conditional name="method_cond">
            <param name="method_select" value="propagateFlags" />
            <param name="field" value="test_variable" />
            <param name="window" value="default_string" />
            <param name="method" value="ffill" />
            <param name="flag" value="255.0" />
            <param name="dfilter" value="-inf" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*propagateFlags\((?=.*method\s*=\s*[&quot;']ffill[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="flagtools" />
          <conditional name="method_cond">
            <param name="method_select" value="propagateFlags" />
            <param name="field" value="test_variable" />
            <param name="window" value="default_string" />
            <param name="method" value="bfill" />
            <param name="flag" value="255.0" />
            <param name="dfilter" value="-inf" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*propagateFlags\((?=.*method\s*=\s*[&quot;']bfill[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="flagtools" />
          <conditional name="method_cond">
            <param name="method_select" value="transferFlags" />
            <param name="field" value="test_variable" />
            <param name="target" value="test_variable" />
            <param name="squeeze" value="true" />
            <param name="overwrite" value="true" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*transferFlags\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="generic" />
          <conditional name="method_cond">
            <param name="method_select" value="flagGeneric" />
            <param name="field" value="test_variable" />
            <param name="func" value="default_string" />
            <param name="target" value="test_variable" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagGeneric\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="generic" />
          <conditional name="method_cond">
            <param name="method_select" value="flagGeneric" />
            <param name="field" value="test_variable" />
            <param name="func" value="default_string" />
            <param name="target" value="a_string" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagGeneric\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="generic" />
          <conditional name="method_cond">
            <param name="method_select" value="flagGeneric" />
            <param name="field" value="a_string" />
            <param name="func" value="default_string" />
            <param name="target" value="test_variable" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="a_string;\s*flagGeneric\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="generic" />
          <conditional name="method_cond">
            <param name="method_select" value="processGeneric" />
            <param name="field" value="test_variable" />
            <param name="func" value="default_string" />
            <param name="target" value="test_variable" />
            <param name="dfilter" value="-inf" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*processGeneric\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="generic" />
          <conditional name="method_cond">
            <param name="method_select" value="processGeneric" />
            <param name="field" value="test_variable" />
            <param name="func" value="default_string" />
            <param name="target" value="a_string" />
            <param name="dfilter" value="-inf" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*processGeneric\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="generic" />
          <conditional name="method_cond">
            <param name="method_select" value="processGeneric" />
            <param name="field" value="a_string" />
            <param name="func" value="default_string" />
            <param name="target" value="test_variable" />
            <param name="dfilter" value="-inf" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="a_string;\s*processGeneric\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="interpolation" />
          <conditional name="method_cond">
            <param name="method_select" value="align" />
            <param name="field" value="test_variable" />
            <param name="freq" value="default_string" />
            <param name="method" value="time" />
            <param name="order" value="2" />
            <param name="overwrite" value="true" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*align\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="interpolation" />
          <conditional name="method_cond">
            <param name="method_select" value="interpolateByRolling" />
            <param name="field" value="test_variable" />
            <param name="window" value="default_string" />
            <param name="func" value="median" />
            <param name="center" value="false" />
            <param name="min_periods" value="0" />
            <param name="flag" value="-inf" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*interpolateByRolling\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="noise" />
          <conditional name="method_cond">
            <param name="method_select" value="flagByScatterLowpass" />
            <param name="field" value="test_variable" />
            <param name="window" value="default_string" />
            <param name="thresh" value="1.0" />
            <param name="func" value="std" />
            <param name="sub_window" value="1D" />
            <param name="sub_thresh" value="1.0" />
            <param name="min_periods" value="1" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagByScatterLowpass\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="noise" />
          <conditional name="method_cond">
            <param name="method_select" value="flagByScatterLowpass" />
            <param name="field" value="test_variable" />
            <param name="window" value="default_string" />
            <param name="thresh" value="1.0" />
            <param name="func" value="std" />
            <param name="sub_window" value="a_string" />
            <param name="sub_thresh" value="1.0" />
            <param name="min_periods" value="1" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagByScatterLowpass\((?=.*sub_window\s*=\s*[&quot;']a_string[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="noise" />
          <conditional name="method_cond">
            <param name="method_select" value="flagByScatterLowpass" />
            <param name="field" value="test_variable" />
            <param name="window" value="default_string" />
            <param name="thresh" value="1.0" />
            <param name="func" value="std" />
            <param name="sub_window" value="2H" />
            <param name="sub_thresh" value="1.0" />
            <param name="min_periods" value="1" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagByScatterLowpass\((?=.*sub_window\s*=\s*[&quot;']2H[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="noise" />
          <conditional name="method_cond">
            <param name="method_select" value="flagByStatLowPass" />
            <param name="field" value="test_variable" />
            <param name="window" value="default_string" />
            <param name="thresh" value="1.0" />
            <param name="func" value="std" />
            <param name="sub_window" value="1D" />
            <param name="sub_thresh" value="1.0" />
            <param name="min_periods" value="1" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagByStatLowPass\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="noise" />
          <conditional name="method_cond">
            <param name="method_select" value="flagByStatLowPass" />
            <param name="field" value="test_variable" />
            <param name="window" value="default_string" />
            <param name="thresh" value="1.0" />
            <param name="func" value="std" />
            <param name="sub_window" value="a_string" />
            <param name="sub_thresh" value="1.0" />
            <param name="min_periods" value="1" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagByStatLowPass\((?=.*sub_window\s*=\s*[&quot;']a_string[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="noise" />
          <conditional name="method_cond">
            <param name="method_select" value="flagByStatLowPass" />
            <param name="field" value="test_variable" />
            <param name="window" value="default_string" />
            <param name="thresh" value="1.0" />
            <param name="func" value="std" />
            <param name="sub_window" value="2H" />
            <param name="sub_thresh" value="1.0" />
            <param name="min_periods" value="1" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagByStatLowPass\((?=.*sub_window\s*=\s*[&quot;']2H[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagByGrubbs" />
            <param name="field" value="test_variable" />
            <param name="window" value="default_string" />
            <param name="alpha" value="0.05" />
            <param name="min_periods" value="8" />
            <param name="pedantic" value="true" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagByGrubbs\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagByStray" />
            <param name="field" value="test_variable" />
            <conditional name="window_cond">
              <param name="window_select_type" value="number" />
              <param name="window" value="1" />
            </conditional>
            <param name="min_periods" value="11" />
            <param name="iter_start" value="0.5" />
            <param name="alpha" value="0.05" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagByStray\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagByStray" />
            <param name="field" value="test_variable" />
            <conditional name="window_cond">
              <param name="window_select_type" value="number" />
              <param name="window" value="123" />
            </conditional>
            <param name="min_periods" value="11" />
            <param name="iter_start" value="0.5" />
            <param name="alpha" value="0.05" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagByStray\((?=.*window\s*=\s*(?:[&quot;']?123[&quot;']?)).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagByStray" />
            <param name="field" value="test_variable" />
            <conditional name="window_cond">
              <param name="window_select_type" value="timedelta" />
              <param name="window" value="a_string" />
            </conditional>
            <param name="min_periods" value="11" />
            <param name="iter_start" value="0.5" />
            <param name="alpha" value="0.05" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagByStray\((?=.*window\s*=\s*[&quot;']a_string[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagLOF" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="n" value="20" />
            <conditional name="thresh_cond">
              <param name="thresh_select_type" value="float" />
              <param name="thresh" value="1.5" />
            </conditional>
            <param name="algorithm" value="ball_tree" />
            <param name="p" value="1" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagLOF\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagLOF" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="n" value="20" />
            <conditional name="thresh_cond">
              <param name="thresh_select_type" value="float" />
              <param name="thresh" value="1.5" />
            </conditional>
            <param name="algorithm" value="ball_tree" />
            <param name="p" value="1" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagLOF\((?=.*algorithm\s*=\s*[&quot;']ball_tree[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagLOF" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="n" value="20" />
            <conditional name="thresh_cond">
              <param name="thresh_select_type" value="float" />
              <param name="thresh" value="1.5" />
            </conditional>
            <param name="algorithm" value="kd_tree" />
            <param name="p" value="1" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagLOF\((?=.*algorithm\s*=\s*[&quot;']kd_tree[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagLOF" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="n" value="20" />
            <conditional name="thresh_cond">
              <param name="thresh_select_type" value="float" />
              <param name="thresh" value="1.5" />
            </conditional>
            <param name="algorithm" value="brute" />
            <param name="p" value="1" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagLOF\((?=.*algorithm\s*=\s*[&quot;']brute[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagLOF" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="n" value="20" />
            <conditional name="thresh_cond">
              <param name="thresh_select_type" value="float" />
              <param name="thresh" value="1.5" />
            </conditional>
            <param name="algorithm" value="auto" />
            <param name="p" value="1" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagLOF\((?=.*algorithm\s*=\s*[&quot;']auto[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagLOF" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="n" value="20" />
            <param name="algorithm" value="ball_tree" />
            <param name="p" value="1" />
            <param name="flag" value="255.0" />
            <conditional name="thresh_cond">
              <param name="thresh_select_type" value="float" />
              <param name="thresh" value="45.6" />
            </conditional>
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagLOF\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagMAD" />
            <param name="field" value="test_variable" />
            <conditional name="window_cond">
              <param name="window_select_type" value="number" />
              <param name="window" value="1" />
            </conditional>
            <param name="z" value="3.5" />
            <param name="min_residuals" value="1" />
            <param name="min_periods" value="1" />
            <param name="center" value="true" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagMAD\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagMAD" />
            <param name="field" value="test_variable" />
            <conditional name="window_cond">
              <param name="window_select_type" value="timedelta" />
              <param name="window" value="a_string" />
            </conditional>
            <param name="z" value="3.5" />
            <param name="min_residuals" value="1" />
            <param name="min_periods" value="1" />
            <param name="center" value="true" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagMAD\((?=.*window\s*=\s*[&quot;']a_string[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagMAD" />
            <param name="field" value="test_variable" />
            <conditional name="window_cond">
              <param name="window_select_type" value="number" />
              <param name="window" value="123" />
            </conditional>
            <param name="z" value="3.5" />
            <param name="min_residuals" value="1" />
            <param name="min_periods" value="1" />
            <param name="center" value="true" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagMAD\((?=.*window\s*=\s*(?:[&quot;']?123[&quot;']?)).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagMVScores" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="trafo" value="&lt;function OutliersMixin.&lt;lambda&gt; at 0x7149746f11c0&gt;" />
            <param name="alpha" value="0.05" />
            <param name="n" value="10" />
            <param name="func" value="sum" />
            <param name="iter_start" value="0.5" />
            <conditional name="window_cond">
              <param name="window_select_type" value="number" />
              <param name="window" value="1" />
            </conditional>
            <param name="min_periods" value="11" />
            <param name="stray_range" value="default_string" />
            <param name="drop_flagged" value="true" />
            <param name="thresh" value="3.5" />
            <param name="min_periods_r" value="1" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagMVScores\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagMVScores" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="trafo" value="&lt;function OutliersMixin.&lt;lambda&gt; at 0x7149746f11c0&gt;" />
            <param name="alpha" value="0.05" />
            <param name="n" value="10" />
            <param name="func" value="sum" />
            <param name="iter_start" value="0.5" />
            <conditional name="window_cond">
              <param name="window_select_type" value="number" />
              <param name="window" value="123" />
            </conditional>
            <param name="min_periods" value="11" />
            <param name="stray_range" value="default_string" />
            <param name="drop_flagged" value="true" />
            <param name="thresh" value="3.5" />
            <param name="min_periods_r" value="1" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagMVScores\((?=.*window\s*=\s*(?:[&quot;']?123[&quot;']?)).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagMVScores" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="trafo" value="&lt;function OutliersMixin.&lt;lambda&gt; at 0x7149746f11c0&gt;" />
            <param name="alpha" value="0.05" />
            <param name="n" value="10" />
            <param name="func" value="sum" />
            <param name="iter_start" value="0.5" />
            <conditional name="window_cond">
              <param name="window_select_type" value="timedelta" />
              <param name="window" value="a_string" />
            </conditional>
            <param name="min_periods" value="11" />
            <param name="stray_range" value="default_string" />
            <param name="drop_flagged" value="true" />
            <param name="thresh" value="3.5" />
            <param name="min_periods_r" value="1" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagMVScores\((?=.*window\s*=\s*[&quot;']a_string[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagOffset" />
            <param name="field" value="test_variable" />
            <param name="tolerance" value="1.0" />
            <param name="window" value="default_string" />
            <param name="thresh" value="1.0" />
            <param name="thresh_relative" value="1.0" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagOffset\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagRaise" />
            <param name="field" value="test_variable" />
            <param name="thresh" value="1.0" />
            <param name="raise_window" value="default_string" />
            <param name="freq" value="default_string" />
            <param name="average_window" value="default_string" />
            <param name="raise_factor" value="2.0" />
            <param name="slope" value="1.0" />
            <param name="weight" value="0.8" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagRaise\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagRange" />
            <param name="field" value="test_variable" />
            <param name="min" value="-inf" />
            <param name="max" value="inf" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagRange\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagUniLOF" />
            <param name="field" value="test_variable" />
            <param name="n" value="20" />
            <conditional name="thresh_cond">
              <param name="thresh_select_type" value="float" />
              <param name="thresh" value="1.5" />
            </conditional>
            <param name="algorithm" value="ball_tree" />
            <param name="p" value="1" />
            <conditional name="density_cond">
              <param name="density_select_type" value="auto" />
              <param name="density" value="auto" />
            </conditional>
            <param name="fill_na" value="false" />
            <param name="slope_correct" value="false" />
            <param name="min_offset" value="1.0" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagUniLOF\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagUniLOF" />
            <param name="field" value="test_variable" />
            <param name="n" value="20" />
            <conditional name="thresh_cond">
              <param name="thresh_select_type" value="float" />
              <param name="thresh" value="1.5" />
            </conditional>
            <param name="algorithm" value="ball_tree" />
            <param name="p" value="1" />
            <conditional name="density_cond">
              <param name="density_select_type" value="auto" />
              <param name="density" value="auto" />
            </conditional>
            <param name="fill_na" value="false" />
            <param name="slope_correct" value="false" />
            <param name="min_offset" value="1.0" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagUniLOF\((?=.*algorithm\s*=\s*[&quot;']ball_tree[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagUniLOF" />
            <param name="field" value="test_variable" />
            <param name="n" value="20" />
            <conditional name="thresh_cond">
              <param name="thresh_select_type" value="float" />
              <param name="thresh" value="1.5" />
            </conditional>
            <param name="algorithm" value="kd_tree" />
            <param name="p" value="1" />
            <conditional name="density_cond">
              <param name="density_select_type" value="auto" />
              <param name="density" value="auto" />
            </conditional>
            <param name="fill_na" value="false" />
            <param name="slope_correct" value="false" />
            <param name="min_offset" value="1.0" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagUniLOF\((?=.*algorithm\s*=\s*[&quot;']kd_tree[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagUniLOF" />
            <param name="field" value="test_variable" />
            <param name="n" value="20" />
            <conditional name="thresh_cond">
              <param name="thresh_select_type" value="float" />
              <param name="thresh" value="1.5" />
            </conditional>
            <param name="algorithm" value="brute" />
            <param name="p" value="1" />
            <conditional name="density_cond">
              <param name="density_select_type" value="auto" />
              <param name="density" value="auto" />
            </conditional>
            <param name="fill_na" value="false" />
            <param name="slope_correct" value="false" />
            <param name="min_offset" value="1.0" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagUniLOF\((?=.*algorithm\s*=\s*[&quot;']brute[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagUniLOF" />
            <param name="field" value="test_variable" />
            <param name="n" value="20" />
            <conditional name="thresh_cond">
              <param name="thresh_select_type" value="float" />
              <param name="thresh" value="1.5" />
            </conditional>
            <param name="algorithm" value="auto" />
            <param name="p" value="1" />
            <conditional name="density_cond">
              <param name="density_select_type" value="auto" />
              <param name="density" value="auto" />
            </conditional>
            <param name="fill_na" value="false" />
            <param name="slope_correct" value="false" />
            <param name="min_offset" value="1.0" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagUniLOF\((?=.*algorithm\s*=\s*[&quot;']auto[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagUniLOF" />
            <param name="field" value="test_variable" />
            <param name="n" value="20" />
            <param name="algorithm" value="ball_tree" />
            <param name="p" value="1" />
            <conditional name="density_cond">
              <param name="density_select_type" value="auto" />
              <param name="density" value="auto" />
            </conditional>
            <param name="fill_na" value="false" />
            <param name="slope_correct" value="false" />
            <param name="min_offset" value="1.0" />
            <param name="flag" value="255.0" />
            <conditional name="thresh_cond">
              <param name="thresh_select_type" value="float" />
              <param name="thresh" value="45.6" />
            </conditional>
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagUniLOF\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagUniLOF" />
            <param name="field" value="test_variable" />
            <param name="n" value="20" />
            <conditional name="thresh_cond">
              <param name="thresh_select_type" value="float" />
              <param name="thresh" value="1.5" />
            </conditional>
            <param name="algorithm" value="ball_tree" />
            <param name="p" value="1" />
            <param name="fill_na" value="false" />
            <param name="slope_correct" value="false" />
            <param name="min_offset" value="1.0" />
            <param name="flag" value="255.0" />
            <conditional name="density_cond">
              <param name="density_select_type" value="float" />
              <param name="density" value="45.6" />
            </conditional>
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagUniLOF\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagZScore" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="method" value="standard" />
            <conditional name="window_cond">
              <param name="window_select_type" value="number" />
              <param name="window" value="1" />
            </conditional>
            <param name="thresh" value="3" />
            <param name="min_residuals" value="1" />
            <param name="min_periods" value="1" />
            <param name="center" value="false" />
            <param name="axis" value="0" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagZScore\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagZScore" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="method" value="standard" />
            <conditional name="window_cond">
              <param name="window_select_type" value="timedelta" />
              <param name="window" value="a_string" />
            </conditional>
            <param name="thresh" value="3" />
            <param name="min_residuals" value="1" />
            <param name="min_periods" value="1" />
            <param name="center" value="false" />
            <param name="axis" value="0" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagZScore\((?=.*window\s*=\s*[&quot;']a_string[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagZScore" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="method" value="standard" />
            <conditional name="window_cond">
              <param name="window_select_type" value="number" />
              <param name="window" value="123" />
            </conditional>
            <param name="thresh" value="3" />
            <param name="min_residuals" value="1" />
            <param name="min_periods" value="1" />
            <param name="center" value="false" />
            <param name="axis" value="0" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagZScore\((?=.*window\s*=\s*(?:[&quot;']?123[&quot;']?)).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagZScore" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="method" value="standard" />
            <conditional name="window_cond">
              <param name="window_select_type" value="number" />
              <param name="window" value="1" />
            </conditional>
            <param name="thresh" value="3" />
            <param name="min_residuals" value="1" />
            <param name="min_periods" value="1" />
            <param name="center" value="false" />
            <param name="axis" value="0" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagZScore\((?=.*method\s*=\s*[&quot;']standard[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="outliers" />
          <conditional name="method_cond">
            <param name="method_select" value="flagZScore" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="method" value="modified" />
            <conditional name="window_cond">
              <param name="window_select_type" value="number" />
              <param name="window" value="1" />
            </conditional>
            <param name="thresh" value="3" />
            <param name="min_residuals" value="1" />
            <param name="min_periods" value="1" />
            <param name="center" value="false" />
            <param name="axis" value="0" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagZScore\((?=.*method\s*=\s*[&quot;']modified[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="pattern" />
          <conditional name="method_cond">
            <param name="method_select" value="flagPatternByDTW" />
            <param name="field" value="test_variable" />
            <param name="reference" value="default_string" />
            <param name="max_distance" value="0.0" />
            <param name="normalize" value="false" />
            <param name="plot" value="true" />
            <param name="flag" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagPatternByDTW\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="resampling" />
          <conditional name="method_cond">
            <param name="method_select" value="concatFlags" />
            <param name="field" value="test_variable" />
            <param name="target" value="test_variable" />
            <param name="method" value="auto" />
            <param name="invert" value="false" />
            <param name="freq" value="default_string" />
            <param name="drop" value="true" />
            <param name="squeeze" value="true" />
            <param name="override" value="true" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*concatFlags\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="resampling" />
          <conditional name="method_cond">
            <param name="method_select" value="concatFlags" />
            <param name="field" value="test_variable" />
            <param name="target" value="test_variable" />
            <param name="method" value="fagg" />
            <param name="invert" value="false" />
            <param name="freq" value="default_string" />
            <param name="drop" value="true" />
            <param name="squeeze" value="true" />
            <param name="override" value="true" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*concatFlags\((?=.*method\s*=\s*[&quot;']fagg[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="resampling" />
          <conditional name="method_cond">
            <param name="method_select" value="concatFlags" />
            <param name="field" value="test_variable" />
            <param name="target" value="test_variable" />
            <param name="method" value="bagg" />
            <param name="invert" value="false" />
            <param name="freq" value="default_string" />
            <param name="drop" value="true" />
            <param name="squeeze" value="true" />
            <param name="override" value="true" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*concatFlags\((?=.*method\s*=\s*[&quot;']bagg[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="resampling" />
          <conditional name="method_cond">
            <param name="method_select" value="concatFlags" />
            <param name="field" value="test_variable" />
            <param name="target" value="test_variable" />
            <param name="method" value="nagg" />
            <param name="invert" value="false" />
            <param name="freq" value="default_string" />
            <param name="drop" value="true" />
            <param name="squeeze" value="true" />
            <param name="override" value="true" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*concatFlags\((?=.*method\s*=\s*[&quot;']nagg[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="resampling" />
          <conditional name="method_cond">
            <param name="method_select" value="concatFlags" />
            <param name="field" value="test_variable" />
            <param name="target" value="test_variable" />
            <param name="method" value="fshift" />
            <param name="invert" value="false" />
            <param name="freq" value="default_string" />
            <param name="drop" value="true" />
            <param name="squeeze" value="true" />
            <param name="override" value="true" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*concatFlags\((?=.*method\s*=\s*[&quot;']fshift[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="resampling" />
          <conditional name="method_cond">
            <param name="method_select" value="concatFlags" />
            <param name="field" value="test_variable" />
            <param name="target" value="test_variable" />
            <param name="method" value="bshift" />
            <param name="invert" value="false" />
            <param name="freq" value="default_string" />
            <param name="drop" value="true" />
            <param name="squeeze" value="true" />
            <param name="override" value="true" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*concatFlags\((?=.*method\s*=\s*[&quot;']bshift[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="resampling" />
          <conditional name="method_cond">
            <param name="method_select" value="concatFlags" />
            <param name="field" value="test_variable" />
            <param name="target" value="test_variable" />
            <param name="method" value="nshift" />
            <param name="invert" value="false" />
            <param name="freq" value="default_string" />
            <param name="drop" value="true" />
            <param name="squeeze" value="true" />
            <param name="override" value="true" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*concatFlags\((?=.*method\s*=\s*[&quot;']nshift[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="resampling" />
          <conditional name="method_cond">
            <param name="method_select" value="concatFlags" />
            <param name="field" value="test_variable" />
            <param name="target" value="test_variable" />
            <param name="method" value="sshift" />
            <param name="invert" value="false" />
            <param name="freq" value="default_string" />
            <param name="drop" value="true" />
            <param name="squeeze" value="true" />
            <param name="override" value="true" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*concatFlags\((?=.*method\s*=\s*[&quot;']sshift[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="resampling" />
          <conditional name="method_cond">
            <param name="method_select" value="concatFlags" />
            <param name="field" value="test_variable" />
            <param name="target" value="test_variable" />
            <param name="method" value="match" />
            <param name="invert" value="false" />
            <param name="freq" value="default_string" />
            <param name="drop" value="true" />
            <param name="squeeze" value="true" />
            <param name="override" value="true" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*concatFlags\((?=.*method\s*=\s*[&quot;']match[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="resampling" />
          <conditional name="method_cond">
            <param name="method_select" value="concatFlags" />
            <param name="field" value="test_variable" />
            <param name="target" value="test_variable" />
            <param name="method" value="auto" />
            <param name="invert" value="false" />
            <param name="freq" value="default_string" />
            <param name="drop" value="true" />
            <param name="squeeze" value="true" />
            <param name="override" value="true" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*concatFlags\((?=.*method\s*=\s*[&quot;']auto[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="resampling" />
          <conditional name="method_cond">
            <param name="method_select" value="reindex" />
            <param name="field" value="test_variable" />
            <param name="index" value="default_string" />
            <param name="method" value="match" />
            <param name="tolerance" value="default_string" />
            <param name="data_aggregation" value="default_string" />
            <param name="flags_aggregation" value="default_string" />
            <param name="broadcast" value="false" />
            <param name="squeeze" value="true" />
            <param name="override" value="true" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*reindex\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="resampling" />
          <conditional name="method_cond">
            <param name="method_select" value="resample" />
            <param name="field" value="test_variable" />
            <param name="freq" value="default_string" />
            <param name="func" value="mean" />
            <param name="method" value="bagg" />
            <param name="maxna" value="1" />
            <param name="maxna_group" value="1" />
            <param name="squeeze" value="true" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*resample\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="resampling" />
          <conditional name="method_cond">
            <param name="method_select" value="resample" />
            <param name="field" value="test_variable" />
            <param name="freq" value="default_string" />
            <param name="func" value="mean" />
            <param name="method" value="fagg" />
            <param name="maxna" value="1" />
            <param name="maxna_group" value="1" />
            <param name="squeeze" value="true" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*resample\((?=.*method\s*=\s*[&quot;']fagg[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="resampling" />
          <conditional name="method_cond">
            <param name="method_select" value="resample" />
            <param name="field" value="test_variable" />
            <param name="freq" value="default_string" />
            <param name="func" value="mean" />
            <param name="method" value="bagg" />
            <param name="maxna" value="1" />
            <param name="maxna_group" value="1" />
            <param name="squeeze" value="true" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*resample\((?=.*method\s*=\s*[&quot;']bagg[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="resampling" />
          <conditional name="method_cond">
            <param name="method_select" value="resample" />
            <param name="field" value="test_variable" />
            <param name="freq" value="default_string" />
            <param name="func" value="mean" />
            <param name="method" value="nagg" />
            <param name="maxna" value="1" />
            <param name="maxna_group" value="1" />
            <param name="squeeze" value="true" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*resample\((?=.*method\s*=\s*[&quot;']nagg[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="residuals" />
          <conditional name="method_cond">
            <param name="method_select" value="calculatePolynomialResiduals" />
            <param name="field" value="test_variable" />
            <param name="window" value="default_string" />
            <param name="order" value="1" />
            <param name="min_periods" value="0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*calculatePolynomialResiduals\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="residuals" />
          <conditional name="method_cond">
            <param name="method_select" value="calculateRollingResiduals" />
            <param name="field" value="test_variable" />
            <param name="window" value="default_string" />
            <param name="func" value="mean" />
            <param name="min_periods" value="0" />
            <param name="center" value="false" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*calculateRollingResiduals\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="rolling" />
          <conditional name="method_cond">
            <param name="method_select" value="rolling" />
            <param name="field" value="test_variable" />
            <param name="window" value="default_string" />
            <param name="func" value="mean" />
            <param name="min_periods" value="0" />
            <param name="center" value="false" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*rolling\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="scores" />
          <conditional name="method_cond">
            <param name="method_select" value="assignKNNScore" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="target" value="test_variable" />
            <param name="n" value="10" />
            <param name="func" value="sum" />
            <conditional name="freq_cond">
              <param name="freq_select_type" value="number" />
              <param name="freq" value="inf" />
            </conditional>
            <param name="min_periods" value="2" />
            <param name="algorithm" value="ball_tree" />
            <param name="metric" value="minkowski" />
            <param name="p" value="2" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignKNNScore\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="scores" />
          <conditional name="method_cond">
            <param name="method_select" value="assignKNNScore" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="target" value="test_variable" />
            <param name="n" value="10" />
            <param name="func" value="sum" />
            <conditional name="freq_cond">
              <param name="freq_select_type" value="number" />
              <param name="freq" value="inf" />
            </conditional>
            <param name="min_periods" value="2" />
            <param name="algorithm" value="ball_tree" />
            <param name="metric" value="minkowski" />
            <param name="p" value="2" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignKNNScore\((?=.*algorithm\s*=\s*[&quot;']ball_tree[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="scores" />
          <conditional name="method_cond">
            <param name="method_select" value="assignKNNScore" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="target" value="test_variable" />
            <param name="n" value="10" />
            <param name="func" value="sum" />
            <conditional name="freq_cond">
              <param name="freq_select_type" value="number" />
              <param name="freq" value="inf" />
            </conditional>
            <param name="min_periods" value="2" />
            <param name="algorithm" value="kd_tree" />
            <param name="metric" value="minkowski" />
            <param name="p" value="2" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignKNNScore\((?=.*algorithm\s*=\s*[&quot;']kd_tree[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="scores" />
          <conditional name="method_cond">
            <param name="method_select" value="assignKNNScore" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="target" value="test_variable" />
            <param name="n" value="10" />
            <param name="func" value="sum" />
            <conditional name="freq_cond">
              <param name="freq_select_type" value="number" />
              <param name="freq" value="inf" />
            </conditional>
            <param name="min_periods" value="2" />
            <param name="algorithm" value="brute" />
            <param name="metric" value="minkowski" />
            <param name="p" value="2" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignKNNScore\((?=.*algorithm\s*=\s*[&quot;']brute[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="scores" />
          <conditional name="method_cond">
            <param name="method_select" value="assignKNNScore" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="target" value="test_variable" />
            <param name="n" value="10" />
            <param name="func" value="sum" />
            <conditional name="freq_cond">
              <param name="freq_select_type" value="number" />
              <param name="freq" value="inf" />
            </conditional>
            <param name="min_periods" value="2" />
            <param name="algorithm" value="auto" />
            <param name="metric" value="minkowski" />
            <param name="p" value="2" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignKNNScore\((?=.*algorithm\s*=\s*[&quot;']auto[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="scores" />
          <conditional name="method_cond">
            <param name="method_select" value="assignKNNScore" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="target" value="test_variable" />
            <param name="n" value="10" />
            <param name="func" value="sum" />
            <conditional name="freq_cond">
              <param name="freq_select_type" value="number" />
              <param name="freq" value="45.6" />
            </conditional>
            <param name="min_periods" value="2" />
            <param name="algorithm" value="ball_tree" />
            <param name="metric" value="minkowski" />
            <param name="p" value="2" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignKNNScore\((?=.*freq\s*=\s*45\.6).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="scores" />
          <conditional name="method_cond">
            <param name="method_select" value="assignKNNScore" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="target" value="test_variable" />
            <param name="n" value="10" />
            <param name="func" value="sum" />
            <conditional name="freq_cond">
              <param name="freq_select_type" value="offset" />
              <param name="freq" value="a_string" />
            </conditional>
            <param name="min_periods" value="2" />
            <param name="algorithm" value="ball_tree" />
            <param name="metric" value="minkowski" />
            <param name="p" value="2" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignKNNScore\((?=.*freq\s*=\s*[&quot;']a_string[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="scores" />
          <conditional name="method_cond">
            <param name="method_select" value="assignLOF" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="target" value="test_variable" />
            <param name="n" value="20" />
            <conditional name="freq_cond">
              <param name="freq_select_type" value="number" />
              <param name="freq" value="inf" />
            </conditional>
            <param name="min_periods" value="2" />
            <param name="algorithm" value="ball_tree" />
            <param name="p" value="2" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignLOF\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="scores" />
          <conditional name="method_cond">
            <param name="method_select" value="assignLOF" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="target" value="test_variable" />
            <param name="n" value="20" />
            <conditional name="freq_cond">
              <param name="freq_select_type" value="number" />
              <param name="freq" value="inf" />
            </conditional>
            <param name="min_periods" value="2" />
            <param name="algorithm" value="ball_tree" />
            <param name="p" value="2" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignLOF\((?=.*algorithm\s*=\s*[&quot;']ball_tree[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="scores" />
          <conditional name="method_cond">
            <param name="method_select" value="assignLOF" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="target" value="test_variable" />
            <param name="n" value="20" />
            <conditional name="freq_cond">
              <param name="freq_select_type" value="number" />
              <param name="freq" value="inf" />
            </conditional>
            <param name="min_periods" value="2" />
            <param name="algorithm" value="kd_tree" />
            <param name="p" value="2" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignLOF\((?=.*algorithm\s*=\s*[&quot;']kd_tree[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="scores" />
          <conditional name="method_cond">
            <param name="method_select" value="assignLOF" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="target" value="test_variable" />
            <param name="n" value="20" />
            <conditional name="freq_cond">
              <param name="freq_select_type" value="number" />
              <param name="freq" value="inf" />
            </conditional>
            <param name="min_periods" value="2" />
            <param name="algorithm" value="brute" />
            <param name="p" value="2" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignLOF\((?=.*algorithm\s*=\s*[&quot;']brute[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="scores" />
          <conditional name="method_cond">
            <param name="method_select" value="assignLOF" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="target" value="test_variable" />
            <param name="n" value="20" />
            <conditional name="freq_cond">
              <param name="freq_select_type" value="number" />
              <param name="freq" value="inf" />
            </conditional>
            <param name="min_periods" value="2" />
            <param name="algorithm" value="auto" />
            <param name="p" value="2" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignLOF\((?=.*algorithm\s*=\s*[&quot;']auto[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="scores" />
          <conditional name="method_cond">
            <param name="method_select" value="assignLOF" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="target" value="test_variable" />
            <param name="n" value="20" />
            <conditional name="freq_cond">
              <param name="freq_select_type" value="number" />
              <param name="freq" value="45.6" />
            </conditional>
            <param name="min_periods" value="2" />
            <param name="algorithm" value="ball_tree" />
            <param name="p" value="2" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignLOF\((?=.*freq\s*=\s*45\.6).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="scores" />
          <conditional name="method_cond">
            <param name="method_select" value="assignLOF" />
            <repeat name="field_repeat">
              <param name="field" value="test_variable" />
            </repeat>
            <param name="target" value="test_variable" />
            <param name="n" value="20" />
            <conditional name="freq_cond">
              <param name="freq_select_type" value="offset" />
              <param name="freq" value="a_string" />
            </conditional>
            <param name="min_periods" value="2" />
            <param name="algorithm" value="ball_tree" />
            <param name="p" value="2" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignLOF\((?=.*freq\s*=\s*[&quot;']a_string[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="scores" />
          <conditional name="method_cond">
            <param name="method_select" value="assignUniLOF" />
            <param name="field" value="test_variable" />
            <param name="n" value="20" />
            <param name="algorithm" value="ball_tree" />
            <param name="p" value="1" />
            <conditional name="density_cond">
              <param name="density_select_type" value="auto" />
              <param name="density" value="auto" />
            </conditional>
            <param name="fill_na" value="false" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignUniLOF\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="scores" />
          <conditional name="method_cond">
            <param name="method_select" value="assignUniLOF" />
            <param name="field" value="test_variable" />
            <param name="n" value="20" />
            <param name="algorithm" value="ball_tree" />
            <param name="p" value="1" />
            <conditional name="density_cond">
              <param name="density_select_type" value="auto" />
              <param name="density" value="auto" />
            </conditional>
            <param name="fill_na" value="false" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignUniLOF\((?=.*algorithm\s*=\s*[&quot;']ball_tree[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="scores" />
          <conditional name="method_cond">
            <param name="method_select" value="assignUniLOF" />
            <param name="field" value="test_variable" />
            <param name="n" value="20" />
            <param name="algorithm" value="kd_tree" />
            <param name="p" value="1" />
            <conditional name="density_cond">
              <param name="density_select_type" value="auto" />
              <param name="density" value="auto" />
            </conditional>
            <param name="fill_na" value="false" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignUniLOF\((?=.*algorithm\s*=\s*[&quot;']kd_tree[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="scores" />
          <conditional name="method_cond">
            <param name="method_select" value="assignUniLOF" />
            <param name="field" value="test_variable" />
            <param name="n" value="20" />
            <param name="algorithm" value="brute" />
            <param name="p" value="1" />
            <conditional name="density_cond">
              <param name="density_select_type" value="auto" />
              <param name="density" value="auto" />
            </conditional>
            <param name="fill_na" value="false" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignUniLOF\((?=.*algorithm\s*=\s*[&quot;']brute[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="scores" />
          <conditional name="method_cond">
            <param name="method_select" value="assignUniLOF" />
            <param name="field" value="test_variable" />
            <param name="n" value="20" />
            <param name="algorithm" value="auto" />
            <param name="p" value="1" />
            <conditional name="density_cond">
              <param name="density_select_type" value="auto" />
              <param name="density" value="auto" />
            </conditional>
            <param name="fill_na" value="false" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignUniLOF\((?=.*algorithm\s*=\s*[&quot;']auto[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="scores" />
          <conditional name="method_cond">
            <param name="method_select" value="assignUniLOF" />
            <param name="field" value="test_variable" />
            <param name="n" value="20" />
            <param name="algorithm" value="ball_tree" />
            <param name="p" value="1" />
            <param name="fill_na" value="false" />
            <conditional name="density_cond">
              <param name="density_select_type" value="float" />
              <param name="density" value="45.6" />
            </conditional>
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignUniLOF\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="scores" />
          <conditional name="method_cond">
            <param name="method_select" value="assignZScore" />
            <param name="field" value="test_variable" />
            <param name="window" value="default_string" />
            <param name="norm_func" value="std" />
            <param name="model_func" value="mean" />
            <param name="center" value="false" />
            <param name="min_periods" value="1" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*assignZScore\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="tools" />
          <conditional name="method_cond">
            <param name="method_select" value="copyField" />
            <param name="field" value="test_variable" />
            <param name="target" value="test_variable" />
            <param name="overwrite" value="true" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*copyField\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="tools" />
          <conditional name="method_cond">
            <param name="method_select" value="dropField" />
            <param name="field" value="test_variable" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*dropField\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="tools" />
          <conditional name="method_cond">
            <param name="method_select" value="flagByClick" />
            <param name="field" value="test_variable" />
            <param name="max_gap" value="default_string" />
            <param name="gui_mode" value="GUI" />
            <param name="dfilter" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagByClick\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="tools" />
          <conditional name="method_cond">
            <param name="method_select" value="flagByClick" />
            <param name="field" value="test_variable" />
            <param name="max_gap" value="default_string" />
            <param name="gui_mode" value="GUI" />
            <param name="dfilter" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagByClick\((?=.*gui_mode\s*=\s*[&quot;']GUI[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="tools" />
          <conditional name="method_cond">
            <param name="method_select" value="flagByClick" />
            <param name="field" value="test_variable" />
            <param name="max_gap" value="default_string" />
            <param name="gui_mode" value="overlay" />
            <param name="dfilter" value="255.0" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*flagByClick\((?=.*gui_mode\s*=\s*[&quot;']overlay[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="tools" />
          <conditional name="method_cond">
            <param name="method_select" value="plot" />
            <param name="field" value="test_variable" />
            <param name="path" value="default_string" />
            <param name="max_gap" value="default_string" />
            <param name="mode" value="oneplot" />
            <conditional name="history_cond">
              <param name="history_select_type" value="valid" />
              <param name="history" value="valid" />
            </conditional>
            <param name="xscope" value="default_string" />
            <param name="yscope" value="default_string" />
            <param name="ax" value="default_string" />
            <param name="dfilter" value="inf" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*plot\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="tools" />
          <conditional name="method_cond">
            <param name="method_select" value="plot" />
            <param name="field" value="test_variable" />
            <param name="path" value="default_string" />
            <param name="max_gap" value="default_string" />
            <param name="mode" value="a_string" />
            <conditional name="history_cond">
              <param name="history_select_type" value="valid" />
              <param name="history" value="valid" />
            </conditional>
            <param name="xscope" value="default_string" />
            <param name="yscope" value="default_string" />
            <param name="ax" value="default_string" />
            <param name="dfilter" value="inf" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*plot\((?=.*mode\s*=\s*[&quot;']a_string[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="tools" />
          <conditional name="method_cond">
            <param name="method_select" value="plot" />
            <param name="field" value="test_variable" />
            <param name="path" value="default_string" />
            <param name="max_gap" value="default_string" />
            <param name="mode" value="oneplot" />
            <conditional name="history_cond">
              <param name="history_select_type" value="valid" />
              <param name="history" value="valid" />
            </conditional>
            <param name="xscope" value="a_string" />
            <param name="yscope" value="default_string" />
            <param name="ax" value="default_string" />
            <param name="dfilter" value="inf" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*plot\((?=.*xscope\s*=\s*[&quot;']a_string[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="tools" />
          <conditional name="method_cond">
            <param name="method_select" value="renameField" />
            <param name="field" value="test_variable" />
            <param name="new_name" value="default_string" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*renameField\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="tools" />
          <conditional name="method_cond">
            <param name="method_select" value="selectTime" />
            <param name="field" value="test_variable" />
            <param name="mode" value="periodic" />
            <param name="selection_field" value="default_string" />
            <param name="start" value="default_string" />
            <param name="end" value="default_string" />
            <param name="closed" value="false" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*selectTime\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="tools" />
          <conditional name="method_cond">
            <param name="method_select" value="selectTime" />
            <param name="field" value="test_variable" />
            <param name="mode" value="periodic" />
            <param name="selection_field" value="default_string" />
            <param name="start" value="default_string" />
            <param name="end" value="default_string" />
            <param name="closed" value="false" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*selectTime\((?=.*mode\s*=\s*[&quot;']periodic[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="tools" />
          <conditional name="method_cond">
            <param name="method_select" value="selectTime" />
            <param name="field" value="test_variable" />
            <param name="mode" value="selection_field" />
            <param name="selection_field" value="default_string" />
            <param name="start" value="default_string" />
            <param name="end" value="default_string" />
            <param name="closed" value="false" />
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*selectTime\((?=.*mode\s*=\s*[&quot;']selection_field[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="transformation" />
          <conditional name="method_cond">
            <param name="method_select" value="transform" />
            <param name="field" value="test_variable" />
            <param name="func" value="default_string" />
            <conditional name="freq_cond">
              <param name="freq_select_type" value="number" />
              <param name="freq" value="1.0" />
            </conditional>
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*transform\(.*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="transformation" />
          <conditional name="method_cond">
            <param name="method_select" value="transform" />
            <param name="field" value="test_variable" />
            <param name="func" value="default_string" />
            <conditional name="freq_cond">
              <param name="freq_select_type" value="number" />
              <param name="freq" value="45.6" />
            </conditional>
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*transform\((?=.*freq\s*=\s*45\.6).*\)$" />
        </assert_contents>
      </output>
    </test>
    <test>
      <param name="data" value="test1/data.csv" ftype="csv" />
      <param name="run_test_mode" value="true" />
      <repeat name="methods_repeat">
        <conditional name="module_cond">
          <param name="module_select" value="transformation" />
          <conditional name="method_cond">
            <param name="method_select" value="transform" />
            <param name="field" value="test_variable" />
            <param name="func" value="default_string" />
            <conditional name="freq_cond">
              <param name="freq_select_type" value="offset" />
              <param name="freq" value="a_string" />
            </conditional>
          </conditional>
        </conditional>
      </repeat>
      <output name="config_out" ftype="txt">
        <assert_contents>
          <has_text_matching expression="test_variable;\s*transform\((?=.*freq\s*=\s*[&quot;']a_string[&quot;']).*\)$" />
        </assert_contents>
      </output>
    </test>
  </xml>
</macros>