Mercurial > repos > bgruening > sklearn_model_validation
comparison main_macros.xml @ 4:60b8a683ba99 draft
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 64158f357e708f0b60d2669d92d614f7aee34c0e
author | bgruening |
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date | Wed, 06 Jun 2018 17:44:36 -0400 |
parents | 424d8d21744d |
children | 510aa2ce035e |
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3:424d8d21744d | 4:60b8a683ba99 |
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5 def read_columns(f, c=None, c_option='by_index_number', return_df=False, **args): | 5 def read_columns(f, c=None, c_option='by_index_number', return_df=False, **args): |
6 data = pandas.read_csv(f, **args) | 6 data = pandas.read_csv(f, **args) |
7 if c_option == 'by_index_number': | 7 if c_option == 'by_index_number': |
8 cols = list(map(lambda x: x - 1, c)) | 8 cols = list(map(lambda x: x - 1, c)) |
9 data = data.iloc[:,cols] | 9 data = data.iloc[:,cols] |
10 if c_option == 'all_but_by_index_number': | |
11 cols = list(map(lambda x: x - 1, c)) | |
12 data.drop(data.columns[cols], axis=1, inplace=True) | |
10 y = data.values | 13 y = data.values |
11 if return_df: | 14 if return_df: |
12 return y, data | 15 return y, data |
13 else: | 16 else: |
14 return y | 17 return y |
441 </xml> | 444 </xml> |
442 | 445 |
443 <xml name="samples_column_selector_options" token_column_option="selected_column_selector_option" token_col_name="col1" token_multiple="False" token_infile="infile1"> | 446 <xml name="samples_column_selector_options" token_column_option="selected_column_selector_option" token_col_name="col1" token_multiple="False" token_infile="infile1"> |
444 <param name="@COLUMN_OPTION@" type="select" label="Choose how to select data by column:"> | 447 <param name="@COLUMN_OPTION@" type="select" label="Choose how to select data by column:"> |
445 <option value="by_index_number" selected="true">Select columns by column index number(s)</option> | 448 <option value="by_index_number" selected="true">Select columns by column index number(s)</option> |
446 <!-- | 449 <!--<option value="by_header_name">Select columns by column header name(s)</option>--> |
447 <option value="by_header_name">Select columns by column header name(s)</option> | |
448 <option value="all_but_by_index_number">All columns but by column index number(s)</option> | 450 <option value="all_but_by_index_number">All columns but by column index number(s)</option> |
449 <option value="all_but_by_header_name">All columns but by column header name(s)</option> | 451 <!--<option value="all_but_by_header_name">All columns but by column header name(s)</option> --> |
450 --> | |
451 <option value="all_columns">All columns</option> | 452 <option value="all_columns">All columns</option> |
452 </param> | 453 </param> |
453 <when value="by_index_number"> | 454 <when value="by_index_number"> |
455 <param name="@COL_NAME@" multiple="@MULTIPLE@" type="data_column" data_ref="@INFILE@" label="Select target column(s):"/> | |
456 </when> | |
457 <when value="all_but_by_index_number"> | |
454 <param name="@COL_NAME@" multiple="@MULTIPLE@" type="data_column" data_ref="@INFILE@" label="Select target column(s):"/> | 458 <param name="@COL_NAME@" multiple="@MULTIPLE@" type="data_column" data_ref="@INFILE@" label="Select target column(s):"/> |
455 </when> | 459 </when> |
456 <when value="all_columns"> | 460 <when value="all_columns"> |
457 </when> | 461 </when> |
458 </xml> | 462 </xml> |