From 2d474836a21d1d26390807119fbad40bd1303dff Mon Sep 17 00:00:00 2001 From: Andrew Hawryluk Date: Fri, 26 Mar 2021 10:49:14 -0600 Subject: [PATCH 1/6] BUG: empty rows after MultiIndex columns GH40422 --- doc/source/whatsnew/v1.3.0.rst | 1 + pandas/_libs/parsers.pyx | 2 +- pandas/io/excel/_base.py | 4 +++- pandas/io/parsers/python_parser.py | 2 +- pandas/tests/io/data/excel/testmultiindex.ods | Bin 6310 -> 6504 bytes pandas/tests/io/data/excel/testmultiindex.xls | Bin 38912 -> 40448 bytes .../tests/io/data/excel/testmultiindex.xlsb | Bin 21745 -> 23620 bytes .../tests/io/data/excel/testmultiindex.xlsm | Bin 21404 -> 22757 bytes .../tests/io/data/excel/testmultiindex.xlsx | Bin 22048 -> 22743 bytes pandas/tests/io/excel/test_readers.py | 11 +++++++++++ pandas/tests/io/parser/test_header.py | 10 ++++++++++ 11 files changed, 27 insertions(+), 3 deletions(-) diff --git a/doc/source/whatsnew/v1.3.0.rst b/doc/source/whatsnew/v1.3.0.rst index 9c8968f7f8223..f49373feef120 100644 --- a/doc/source/whatsnew/v1.3.0.rst +++ b/doc/source/whatsnew/v1.3.0.rst @@ -575,6 +575,7 @@ I/O - Bug in :func:`read_hdf` returning unexpected records when filtering on categorical string columns using ``where`` parameter (:issue:`39189`) - Bug in :func:`read_sas` raising ``ValueError`` when ``datetimes`` were null (:issue:`39725`) - Bug in :func:`read_excel` dropping empty values from single-column spreadsheets (:issue:`39808`) +- Bug in :func:`read_excel` failing with ``MultiIndex`` columns followed by two empty rows and no index (:issue: `40442`) Period ^^^^^^ diff --git a/pandas/_libs/parsers.pyx b/pandas/_libs/parsers.pyx index a11bf370412d2..b64389c76da1b 100644 --- a/pandas/_libs/parsers.pyx +++ b/pandas/_libs/parsers.pyx @@ -702,7 +702,7 @@ cdef class TextReader: ic = (len(self.index_col) if self.index_col is not None else 0) - if lc != unnamed_count and lc - ic > unnamed_count: + if (lc != unnamed_count and lc - ic > unnamed_count) or ic == 0: hr -= 1 self.parser_start -= 1 this_header = [None] * lc diff --git a/pandas/io/excel/_base.py b/pandas/io/excel/_base.py index c0904c0393af6..6a10fff3ae7f0 100644 --- a/pandas/io/excel/_base.py +++ b/pandas/io/excel/_base.py @@ -554,7 +554,9 @@ def parse( header_name, _ = pop_header_name(data[row], index_col) header_names.append(header_name) - has_index_names = is_list_like(header) and len(header) > 1 + has_index_names = ( + is_list_like(header) and len(header) > 1 and index_col is not None + ) if is_list_like(index_col): # Forward fill values for MultiIndex index. diff --git a/pandas/io/parsers/python_parser.py b/pandas/io/parsers/python_parser.py index 37f553c724c9e..0e293569768c7 100644 --- a/pandas/io/parsers/python_parser.py +++ b/pandas/io/parsers/python_parser.py @@ -431,7 +431,7 @@ def _infer_columns(self): ic = len(self.index_col) if self.index_col is not None else 0 unnamed_count = len(this_unnamed_cols) - if lc != unnamed_count and lc - ic > unnamed_count: + if (lc != unnamed_count and lc - ic > unnamed_count) or ic == 0: clear_buffer = False this_columns = [None] * lc self.buf = [self.buf[-1]] diff --git a/pandas/tests/io/data/excel/testmultiindex.ods b/pandas/tests/io/data/excel/testmultiindex.ods index deb88bdad16947ef17b4d6ff777ef68a922b20f7..dca8d70abdc24f87706d06dd52c47ef2f73b5f09 100644 GIT binary patch delta 5980 zcmZ9QbyU<{x5tO>l+b#6-sk*r_WJI#*V>;7@qKWb1MrzU^06x}2&6&<0uh5iApd|+4@ZB| z5KoWq=2qSqDViwu#(R#&y$030CfV88T7mdv>$itOqhzJ9r#0_doCrFxJ*Zvu$S6YyRM(?MbhO{i=dvk~c3;0qd!J-lh6=Iml_dR{o=klP>6dzkQ z;4prr7?mOvo#jXGD;w-5<+S>6u{!1?wM4GUDl%9sPAC)7E%WuTgEr#3`@Ze4y|n;5To#6Pp@!4{ z7$lRZ8(Z-J$au|uQtpa#v@stp1zu~*%NU67|2nGMTZnpDz)ch~#gP4zoe)r%P7t(P zt>Fu=oj}9p8Us(3+tJ?aWxvH9PC1Lpp?kj{_x3@XnIyAt2I=i^xYKZtfvSk8a}oLz zeCh3#vj*av9@BPpC$U`j%annI)&!@mDYFvV5E<;{$n>>626R{pJ(**j8cM>ll*b^# zxH}Z{{UUbn6w3_SPd(Q19gyZ1$@)4C(sNcmVb;;se{VWM?U?`l_%2F6TxsspPn-9c zkF{4J!<}KgMls=VXo$e9J=E98DKytK1531yqb+>^)cBj2IiOEO3u`q3+QP@ssqo?v zDoKLS@wm~&-cXR-%Q62Axqk^;d(7LGK3Ez2^CQfc=^Z@J)CX%)g+P&SBN3t_C|t%T 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u|GYRp@+Z{)WuPwyWY#7J_IwQaPyx86MUMdq^~V7B Date: Fri, 26 Mar 2021 12:01:02 -0600 Subject: [PATCH 2/6] Linting fix --- pandas/tests/io/excel/test_readers.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pandas/tests/io/excel/test_readers.py b/pandas/tests/io/excel/test_readers.py index 6d764633acfda..c4b3221e1d3a7 100644 --- a/pandas/tests/io/excel/test_readers.py +++ b/pandas/tests/io/excel/test_readers.py @@ -1196,7 +1196,7 @@ def test_one_col_noskip_blank_line(self, read_ext): def test_multiheader_two_blank_lines(self, read_ext): # GH 40442 file_name = "testmultiindex" + read_ext - columns = pd.MultiIndex.from_tuples([("a", "A"), ("b", "B")]) + columns = MultiIndex.from_tuples([("a", "A"), ("b", "B")]) data = [[np.nan, np.nan], [np.nan, np.nan], [1, 3], [2, 4]] expected = DataFrame(data, columns=columns) result = pd.read_excel( From 0978a9d9e1ab9b2c04395791a851e2b00f4072a7 Mon Sep 17 00:00:00 2001 From: Andrew Hawryluk Date: Fri, 26 Mar 2021 12:38:33 -0600 Subject: [PATCH 3/6] Linting fix #2 --- doc/source/whatsnew/v1.3.0.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/source/whatsnew/v1.3.0.rst b/doc/source/whatsnew/v1.3.0.rst index 76bb9f646ff52..2f086ce18f53d 100644 --- a/doc/source/whatsnew/v1.3.0.rst +++ b/doc/source/whatsnew/v1.3.0.rst @@ -595,7 +595,7 @@ I/O - Bug in :func:`read_hdf` returning unexpected records when filtering on categorical string columns using ``where`` parameter (:issue:`39189`) - Bug in :func:`read_sas` raising ``ValueError`` when ``datetimes`` were null (:issue:`39725`) - Bug in :func:`read_excel` dropping empty values from single-column spreadsheets (:issue:`39808`) -- Bug in :func:`read_excel` failing with ``MultiIndex`` columns followed by two empty rows and no index (:issue: `40442`) +- Bug in :func:`read_excel` failing with ``MultiIndex`` columns followed by two empty rows and no index (:issue:`40442`) Period ^^^^^^ From 92c42327ecf521d3f6ed5e045b759812d54a26b2 Mon Sep 17 00:00:00 2001 From: Andrew Hawryluk Date: Fri, 26 Mar 2021 13:15:44 -0600 Subject: [PATCH 4/6] Docstring: add GH issue comment --- pandas/tests/io/parser/test_header.py | 1 + 1 file changed, 1 insertion(+) diff --git a/pandas/tests/io/parser/test_header.py b/pandas/tests/io/parser/test_header.py index aadb52fc99409..3b814360d3aa4 100644 --- a/pandas/tests/io/parser/test_header.py +++ b/pandas/tests/io/parser/test_header.py @@ -390,6 +390,7 @@ def test_header_multi_index_common_format_malformed3(all_parsers): def test_header_multi_index_blank_line(all_parsers): + # GH 40442 parser = all_parsers data = [[None, None], [1, 2], [3, 4]] columns = MultiIndex.from_tuples([("a", "A"), ("b", "B")]) From 677f8b75306e1e03753630101740cf8847449336 Mon Sep 17 00:00:00 2001 From: Andrew Hawryluk Date: Tue, 6 Apr 2021 08:36:23 -0600 Subject: [PATCH 5/6] Better whatsnew entry --- doc/source/whatsnew/v1.3.0.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/source/whatsnew/v1.3.0.rst b/doc/source/whatsnew/v1.3.0.rst index 2f086ce18f53d..7910ee9bde049 100644 --- a/doc/source/whatsnew/v1.3.0.rst +++ b/doc/source/whatsnew/v1.3.0.rst @@ -595,7 +595,7 @@ I/O - Bug in :func:`read_hdf` returning unexpected records when filtering on categorical string columns using ``where`` parameter (:issue:`39189`) - Bug in :func:`read_sas` raising ``ValueError`` when ``datetimes`` were null (:issue:`39725`) - Bug in :func:`read_excel` dropping empty values from single-column spreadsheets (:issue:`39808`) -- Bug in :func:`read_excel` failing with ``MultiIndex`` columns followed by two empty rows and no index (:issue:`40442`) +- Bug in :func:`read_excel` raising ``AttributeError`` with ``MultiIndex`` header followed by two empty rows and no index, and bug affecting :func:`read_excel`, :func:`read_csv`, :func:`read_table`, :func:`read_fwf`, and :func:`read_clipboard` where one blank row after a ``MultiIndex`` header with no index would be dropped (:issue:`40442`) Period ^^^^^^ From bb0fef00d755ed82455914be9bf2e94b5935e390 Mon Sep 17 00:00:00 2001 From: Andrew Hawryluk Date: Thu, 15 Apr 2021 21:26:00 -0600 Subject: [PATCH 6/6] Add comments to describe inference rules --- pandas/_libs/parsers.pyx | 1 + pandas/io/excel/_base.py | 2 ++ pandas/io/parsers/python_parser.py | 1 + 3 files changed, 4 insertions(+) diff --git a/pandas/_libs/parsers.pyx b/pandas/_libs/parsers.pyx index c2a62ea03f431..1a5ac31cc821b 100644 --- a/pandas/_libs/parsers.pyx +++ b/pandas/_libs/parsers.pyx @@ -707,6 +707,7 @@ cdef class TextReader: ic = (len(self.index_col) if self.index_col is not None else 0) + # if wrong number of blanks or no index, not our format if (lc != unnamed_count and lc - ic > unnamed_count) or ic == 0: hr -= 1 self.parser_start -= 1 diff --git a/pandas/io/excel/_base.py b/pandas/io/excel/_base.py index de493681efbd9..673c023325e3e 100644 --- a/pandas/io/excel/_base.py +++ b/pandas/io/excel/_base.py @@ -551,6 +551,8 @@ def parse( header_name, _ = pop_header_name(data[row], index_col) header_names.append(header_name) + # If there is a MultiIndex header and an index then there is also + # a row containing just the index name(s) has_index_names = ( is_list_like(header) and len(header) > 1 and index_col is not None ) diff --git a/pandas/io/parsers/python_parser.py b/pandas/io/parsers/python_parser.py index 0e293569768c7..cbb0dd68ef038 100644 --- a/pandas/io/parsers/python_parser.py +++ b/pandas/io/parsers/python_parser.py @@ -431,6 +431,7 @@ def _infer_columns(self): ic = len(self.index_col) if self.index_col is not None else 0 unnamed_count = len(this_unnamed_cols) + # if wrong number of blanks or no index, not our format if (lc != unnamed_count and lc - ic > unnamed_count) or ic == 0: clear_buffer = False this_columns = [None] * lc