From 40cdd456471187c9415478756192f57dae892f6e Mon Sep 17 00:00:00 2001 From: gfyoung Date: Sun, 18 Nov 2018 13:42:58 -0800 Subject: [PATCH] BUG: Don't extract header names if none specified (#23703) Closes gh-11733. --- doc/source/whatsnew/v0.24.0.rst | 1 + pandas/io/excel.py | 48 +++++++++++++++-------- pandas/tests/io/data/testmultiindex.xls | Bin 28672 -> 39424 bytes pandas/tests/io/data/testmultiindex.xlsm | Bin 16249 -> 19133 bytes pandas/tests/io/data/testmultiindex.xlsx | Bin 16135 -> 18845 bytes pandas/tests/io/test_excel.py | 11 ++++++ 6 files changed, 44 insertions(+), 16 deletions(-) diff --git a/doc/source/whatsnew/v0.24.0.rst b/doc/source/whatsnew/v0.24.0.rst index 69232fa8361021..d6f9bb66e1e286 100644 --- a/doc/source/whatsnew/v0.24.0.rst +++ b/doc/source/whatsnew/v0.24.0.rst @@ -1381,6 +1381,7 @@ Notice how we now instead output ``np.nan`` itself instead of a stringified form - Bug in :func:`read_csv()` in which incorrect error messages were being raised when ``skipfooter`` was passed in along with ``nrows``, ``iterator``, or ``chunksize`` (:issue:`23711`) - Bug in :meth:`read_csv()` in which :class:`MultiIndex` index names were being improperly handled in the cases when they were not provided (:issue:`23484`) - Bug in :meth:`read_html()` in which the error message was not displaying the valid flavors when an invalid one was provided (:issue:`23549`) +- Bug in :meth:`read_excel()` in which extraneous header names were extracted, even though none were specified (:issue:`11733`) - Bug in :meth:`read_excel()` in which ``index_col=None`` was not being respected and parsing index columns anyway (:issue:`20480`) - Bug in :meth:`read_excel()` in which ``usecols`` was not being validated for proper column names when passed in as a string (:issue:`20480`) diff --git a/pandas/io/excel.py b/pandas/io/excel.py index fffa2f033cbf9d..c0e584567407a8 100644 --- a/pandas/io/excel.py +++ b/pandas/io/excel.py @@ -630,11 +630,12 @@ def _parse_cell(cell_contents, cell_typ): if is_integer(skiprows): row += skiprows - data[row], control_row = _fill_mi_header( - data[row], control_row) - header_name, _ = _pop_header_name( - data[row], index_col) - header_names.append(header_name) + data[row], control_row = _fill_mi_header(data[row], + control_row) + + if index_col is not None: + header_name, _ = _pop_header_name(data[row], index_col) + header_names.append(header_name) if is_list_like(index_col): # Forward fill values for MultiIndex index. @@ -682,7 +683,8 @@ def _parse_cell(cell_contents, cell_typ): output[asheetname] = parser.read(nrows=nrows) - if not squeeze or isinstance(output[asheetname], DataFrame): + if ((not squeeze or isinstance(output[asheetname], DataFrame)) + and header_names): output[asheetname].columns = output[ asheetname].columns.set_names(header_names) except EmptyDataError: @@ -863,16 +865,30 @@ def _fill_mi_header(row, control_row): def _pop_header_name(row, index_col): - """ (header, new_data) for header rows in MultiIndex parsing""" - none_fill = lambda x: None if x == '' else x - - if index_col is None: - # no index col specified, trim data for inference path - return none_fill(row[0]), row[1:] - else: - # pop out header name and fill w/ blank - i = index_col if not is_list_like(index_col) else max(index_col) - return none_fill(row[i]), row[:i] + [''] + row[i + 1:] + """ + Pop the header name for MultiIndex parsing. + + Parameters + ---------- + row : list + The data row to parse for the header name. + index_col : int, list + The index columns for our data. Assumed to be non-null. + + Returns + ------- + header_name : str + The extracted header name. + trimmed_row : list + The original data row with the header name removed. + """ + # Pop out header name and fill w/blank. + i = index_col if not is_list_like(index_col) else max(index_col) + + header_name = row[i] + header_name = None if header_name == "" else header_name + + return header_name, row[:i] + [''] + row[i + 1:] @add_metaclass(abc.ABCMeta) diff --git a/pandas/tests/io/data/testmultiindex.xls b/pandas/tests/io/data/testmultiindex.xls index 51ef0f6c04cba875daae708ebcc3965bdd20936f..4329992642c8c4f1fd8383099c56a5d9d8026f4e 100644 GIT binary patch delta 6145 zcmcH-2~-N~$>`W9^C6Xlhzx6HjBLMq87b#T;`?t?|TTG#YyE`!g^MAmY*Y&;9?syS;nw zd++}Hf5T;=;gF&!(wqs7rUm%9qoadH&SwVp?TO{BLZn(kvPub0&pzXM7Cb;D0ek@p zXcgbXJHVF+i(ok@0g|jGHMJ~JHJ|0EbZooIJM@GA5Gw?N8U>Z00uj8y6C}`p4|_*7 zMs0+vaauzZsM&v2F+wwImW&z+notUL_cv_v)O!Oe>x;d~a}cU*@(heD7X*ldqhv0s 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