From 666f070887fea7d24c9953738ce5b9760881b8d1 Mon Sep 17 00:00:00 2001 From: Matthew Zeitlin Date: Tue, 15 Dec 2020 21:44:41 -0500 Subject: [PATCH 1/6] BUG: read_excel forward-filling MI names --- doc/source/whatsnew/v1.3.0.rst | 1 + pandas/io/excel/_base.py | 9 +++++++-- pandas/tests/io/data/excel/testmultiindex.ods | Bin 5575 -> 5825 bytes pandas/tests/io/data/excel/testmultiindex.xls | Bin 39424 -> 37888 bytes .../tests/io/data/excel/testmultiindex.xlsb | Bin 18853 -> 20614 bytes .../tests/io/data/excel/testmultiindex.xlsm | Bin 19133 -> 20396 bytes .../tests/io/data/excel/testmultiindex.xlsx | Bin 18845 -> 21031 bytes pandas/tests/io/excel/test_readers.py | 13 +++++++++++++ 8 files changed, 21 insertions(+), 2 deletions(-) diff --git a/doc/source/whatsnew/v1.3.0.rst b/doc/source/whatsnew/v1.3.0.rst index 57dd1d05a274e..f8980c82f4a5c 100644 --- a/doc/source/whatsnew/v1.3.0.rst +++ b/doc/source/whatsnew/v1.3.0.rst @@ -242,6 +242,7 @@ I/O - Bug in :func:`read_csv` not accepting ``usecols`` with different length than ``names`` for ``engine="python"`` (:issue:`16469`) - Bug in :func:`read_csv` raising ``TypeError`` when ``names`` and ``parse_dates`` is specified for ``engine="c"`` (:issue:`33699`) - Allow custom error values for parse_dates argument of :func:`read_sql`, :func:`read_sql_query` and :func:`read_sql_table` (:issue:`35185`) +- Bug in :func:`read_excel` forward filling :class:`MultiIndex` names with multiple header and index columns specified (:issue:`34673`) - Period diff --git a/pandas/io/excel/_base.py b/pandas/io/excel/_base.py index bf1011176693f..a40bbfb0c7d48 100644 --- a/pandas/io/excel/_base.py +++ b/pandas/io/excel/_base.py @@ -503,6 +503,8 @@ 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 + if is_list_like(index_col): # Forward fill values for MultiIndex index. if header is None: @@ -512,6 +514,11 @@ def parse( else: offset = 1 + max(header) + # GH34673: if MultiIndex names present and not defined in the header, + # don't forward fill the names + if has_index_names: + offset += 1 + # Check if we have an empty dataset # before trying to collect data. if offset < len(data): @@ -524,8 +531,6 @@ def parse( else: last = data[row][col] - has_index_names = is_list_like(header) and len(header) > 1 - # GH 12292 : error when read one empty column from excel file try: parser = TextParser( diff --git a/pandas/tests/io/data/excel/testmultiindex.ods b/pandas/tests/io/data/excel/testmultiindex.ods index b7f03900e6617408e0296cef406140b1e408146d..03bca4e8f77a6f31ee7666c4cc3dea88516085ea 100644 GIT binary patch delta 5299 zcmZ8lXE+?()*S?+55o|h5WS6z5=8GLqnGGCAxaP}3=*Q37@~_hQKPpJz4z$7cQR^p zar3^uea@e?&R);6P7hBTUz`$Xmy*bdZJxiyTs;ZUyR_ALJAuHYEM%ugI+lN=+{_3`zHWNbQT%yUHfj@}t zEHj&Vs9dqq=L%H&#+-@RkO8E81mTpaxKWCfSi_qb%b8j+DQpHZ-Bi&{`5QR^DD|e|7d%u zvy;oaEt2LE!C~i~XZ>2cR9lm8+#Plu0$b%0m%rV`;AnO7K`ebsbTVZ@oQ}-07+j)daVadRvaPLBNFyg zI)dkRIM9RSdLWvqyCVn~g#&;2(gW!7V7LSR!q4>eNctfwqR{4awWKbzitsX{;ZH0j{TPhGpys^r| zu4KOvM)m$S46ka67|`Ml zBy=qkS3uTiy!vX4=J@ljh};B*$6rDaMmv+<4pCUUWI~^B-HzxVpv&p9!VklR1ntPk zc6w>Srg+(k9SH3GJGfF)9{l3Mxj(;|YaGVtYa`Bn>6pwI80$D;Rko{P6+p+)QJ%j1 zgqSC7gMM0w+%ysE@b?8B-9YlimGT#Ilou?IGp5CD-S*_~3X#=LmaShDbaaHn+o~t__EGw$NAow_P2Se8Ae}$g z9Zswz8!h6gZ)DF-#I8@LnT8j4SO*q+y*k9KVspuoq67S{_stpCx>%2924jExj!urUfFjFQL@0X)Wdwa=X zw+MV4-5~o8cxl*FmFs6pC%II7UbJCnl~4M$N$-g*$kfJ-=8_sgM~x_AY2(J;Ul{0dPvL$fO=kulKTM$H8|JDf7!l>^(9>CLd#wkMiw5ladEpwF>%JU|9b_9Q6 zH%#%Nzozo>Xu~SrZeQ{E(y$hK@S`bcfY>-HLUp3wMAb@aKwhzWJ2Bqs-Rr0(#?W{J z(V7GJ{)IbDrFFTzT(GZMiyVjP;cxcn>3A}TcvQo?0%s%vT4!jRZf6Oh37c+yb9`O{ z-oO4awDgOs!tDC+HGEm-JW|pkOiZEwnO8fp|grZK{N}@2$e=nk(DtnV-yJQR6p#(U6h5~+X28-mn zgq!)h(3HLUleenP zdy6#=T@7@id;9|E2AEtIEcSqNS7_YyzjtN4VS+LYQ5Z5yzl0)^q@{qQvX$$l@+vgz zy?utm4--svzgYYbhS;{2iLM}fz562{y6d>?dbg@4;gwYx+sAFQsa~#bR8$#tv+z*# zMf_fiHwhMz-SKnYv(FO9Kfvw&{PchUFV$@U=&ap4b!zee1P#Tchnz6R!DI_A>*&9! z7z-yG^k#-|d2b=IqKm?hi0hG@{2%&-y)_7HKh#gIKYjd-;2@_7=Kit6?pbnbTCs!* zZl`IpN*YlC=M{9MV=~@-lU3zyjdK(!)RRD_el=D6N*S9cag%GXF2^LyOk6(J&5}2; zaHB6x(j-Z`os3=|ykacWjX{>ZR>NcihsYFrB`8^17_t$ItUi9`h7wIn%r1Lxy{K9h zY0xVo+)h!ETkF6hb6H)Uxb=7LU9ke}S!}#8J$4fZ@F#}^6edE3BJ)omGCft8mE^)B z6K3IRF{1YF$UI%N?PS;cWc=ZamBa7H-uk!s_#USFukSJ<_arj##bVo->f`CHul!&d zs~KK`d(#NS{jC8yC=B0Octm*|H(G^tT@tA>wjYaI$&jF#c+@XLy^=ZH>9ybPL1voF zs6mZ%Rdy`@b9uLXfAe$>zyiy^RiP`$*bII$8tAR_FjvbSXbFQ{E z*`T!HAYZy{g*iba95WHRKa8z9e2EGYX_Z1`gda|Y?n_m#UR%t$K6cZ7=q5{%ZPT&7 zkIt&IS;_5l^6GJkGjk7AUEtKyzEkLPQgauO3DSdOVuBJk7HXtj3m zspJ#pEVK$L6jQW)Kh$5$EYZZGKARzI{bq7B#0+6|SP)y*(tL}p+Vt!Uev4bI`~iB~ z#vp77SyFWEdbS3o$Zd+{x~%i#t&jBRFooVfmEB{5{852C~7CU*+Bu7lL&7A;#qs9 zKFtF&74&OVe3Hi}`&X9v3tR&ENIAJ^*lEYtgiQjd{De1Tu z%G4_pP0GM+NTMIW%Q<_CQxRvQ`ZHmg>UXKInP}z?9P!E*Jxvj`1&p|AiOa&@OlGCa zFfl)9)>Qe%4JuNVK{apK$h0DJE31T3N4krfvN_2U4f0oYa2sk~@jztJip4Ry?32aA zarGhH?{fuz=J+Wji(TQtrb^otcQW zgG|FiFRxde7qBO^Vof)d4qp{&1Oj? 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590c3149eb515..6c4daa0d4cc4d 100644 --- a/pandas/tests/io/excel/test_readers.py +++ b/pandas/tests/io/excel/test_readers.py @@ -841,18 +841,30 @@ def test_read_excel_multiindex(self, read_ext): ) tm.assert_frame_equal(actual, expected) + def test_read_excel_multiindex_blank_after_name(self, read_ext): # GH34673: "both_name_blank_after_mi_name" sheet + mi_file = "testmultiindex" + read_ext + mi = MultiIndex.from_product([["foo", "bar"], ["a", "b"]], names=["c1", "c2"]) + expected = DataFrame( + [ + [1, 2.5, pd.Timestamp("2015-01-01"), True], + [2, 3.5, pd.Timestamp("2015-01-02"), False], + [3, 4.5, pd.Timestamp("2015-01-03"), False], + [4, 5.5, pd.Timestamp("2015-01-04"), True], + ], + columns=mi, + ) expected.index = MultiIndex.from_tuples( [("foo", np.nan), ("foo", "b"), ("bar", "a"), ("bar", "b")], names=["ilvl1", "ilvl2"], ) - actual = pd.read_excel( + result = pd.read_excel( mi_file, sheet_name="both_name_blank_after_mi_name", index_col=[0, 1], header=[0, 1], ) - tm.assert_frame_equal(actual, expected) + tm.assert_frame_equal(result, expected) def test_read_excel_multiindex_header_only(self, read_ext): # see gh-11733. From 4e3d9565434fd02bfbc93de696c670202500b5c4 Mon Sep 17 00:00:00 2001 From: Matthew Zeitlin Date: Wed, 30 Dec 2020 20:18:24 -0500 Subject: [PATCH 3/6] Construct in 1 step --- pandas/tests/io/excel/test_readers.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/pandas/tests/io/excel/test_readers.py b/pandas/tests/io/excel/test_readers.py index 6c4daa0d4cc4d..8b8a9095c1bc2 100644 --- a/pandas/tests/io/excel/test_readers.py +++ b/pandas/tests/io/excel/test_readers.py @@ -853,10 +853,10 @@ def test_read_excel_multiindex_blank_after_name(self, read_ext): [4, 5.5, pd.Timestamp("2015-01-04"), True], ], columns=mi, - ) - expected.index = MultiIndex.from_tuples( - [("foo", np.nan), ("foo", "b"), ("bar", "a"), ("bar", "b")], - names=["ilvl1", "ilvl2"], + index=MultiIndex.from_tuples( + [("foo", np.nan), ("foo", "b"), ("bar", "a"), ("bar", "b")], + names=["ilvl1", "ilvl2"], + ), ) result = pd.read_excel( mi_file, From 01be4bdeaead5e06d1cf3848bf3a159ea7038323 Mon Sep 17 00:00:00 2001 From: Matthew Zeitlin Date: Wed, 30 Dec 2020 23:47:34 -0500 Subject: [PATCH 4/6] Add xlsb xfail from other test --- pandas/tests/io/excel/test_readers.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/pandas/tests/io/excel/test_readers.py b/pandas/tests/io/excel/test_readers.py index 8b8a9095c1bc2..6ab57040b6494 100644 --- a/pandas/tests/io/excel/test_readers.py +++ b/pandas/tests/io/excel/test_readers.py @@ -843,6 +843,9 @@ def test_read_excel_multiindex(self, read_ext): def test_read_excel_multiindex_blank_after_name(self, read_ext): # GH34673: "both_name_blank_after_mi_name" sheet + if pd.read_excel.keywords["engine"] == "pyxlsb": + pytest.xfail("Sheets containing datetimes not supported by pyxlsb (GH4679") + mi_file = "testmultiindex" + read_ext mi = MultiIndex.from_product([["foo", "bar"], ["a", "b"]], names=["c1", "c2"]) expected = DataFrame( From 1042a31a0673ca1fd33d2550a619d588376951a1 Mon Sep 17 00:00:00 2001 From: Matthew Zeitlin Date: Fri, 1 Jan 2021 11:50:05 -0500 Subject: [PATCH 5/6] Add clearer comment and additional test --- pandas/io/excel/_base.py | 3 ++- pandas/tests/io/data/excel/testmultiindex.ods | Bin 5825 -> 6310 bytes pandas/tests/io/data/excel/testmultiindex.xls | Bin 37888 -> 38912 bytes .../tests/io/data/excel/testmultiindex.xlsb | Bin 20614 -> 21745 bytes .../tests/io/data/excel/testmultiindex.xlsm | Bin 20396 -> 21404 bytes .../tests/io/data/excel/testmultiindex.xlsx | Bin 21031 -> 22048 bytes pandas/tests/io/excel/test_readers.py | 16 +++++++++++++++- 7 files changed, 17 insertions(+), 2 deletions(-) diff --git a/pandas/io/excel/_base.py b/pandas/io/excel/_base.py index 0a3c9e394ef3c..b23b5fe5b34a8 100644 --- a/pandas/io/excel/_base.py +++ b/pandas/io/excel/_base.py @@ -516,7 +516,8 @@ def parse( offset = 1 + max(header) # GH34673: if MultiIndex names present and not defined in the header, - # don't forward fill the names + # offset needs to be incremented so that forward filling starts + # from the first MI value instead of the name if has_index_names: offset += 1 diff --git a/pandas/tests/io/data/excel/testmultiindex.ods b/pandas/tests/io/data/excel/testmultiindex.ods index 03bca4e8f77a6f31ee7666c4cc3dea88516085ea..deb88bdad16947ef17b4d6ff777ef68a922b20f7 100644 GIT binary patch delta 5746 zcmZ9QRaDdq7sZF}5C)JElp2tf1}SNfl#*_S1_>$o4=D`-0z-pzNQZRE(B0iNl(gh` z@6%oDJ8SKiv-f#9`|a1sQNR;t4zyP+j+mo^K)B$41OkEF+`S#F+&H})9S-%Boi_!D z+bH$`;>JCVBr6-iaAI$w=Dn)IE37dvlbiH6RK?$(z?ZLFVl<+}S7V1Sg&9v>tc6BT zew<%iPMvLqunp%yG}`ok1mnJX&74Z|aDJV&kET@HncHQEtDnm|y@v#juU9iIjd}x+S<`I46I7llpeCH%Bs67N43uoMhf}jvI0{H5|_S$1pdD$LO0C zV$;=Q>1Uo@_5GheJZ^;mgs<1BT%OC3ax^SuQOT=$6 z3hd^!U1wHSjV_sBo32!qS zxr*piZQ+wux22SbWtl%_#k(fp%-yB`Ot}8aWUTAy4<29hVFkYoApAk8t1u}%5l5Q3 zWFmrp2s&qES&>=nn-xR^#cA~%z8drzg`1N(ySgS}lebs31=% z-ysv{;#U2+`X#P)0&gf1xuZU@0)mCGul7BJqN#*~r#Y~ycr1uQ17mW%uN$uE99dU# zIQ&X4A*O4PjiJ4#O2WqK3lVD_W! zk-vE&VTPX{L&@JE_E!rD;6`d`dcjeSCl{YoXots0mGu+wZo_*e`m)-%T*#-@U#QU? 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b/pandas/tests/io/excel/test_readers.py index 6ab57040b6494..bfde66bd1008f 100644 --- a/pandas/tests/io/excel/test_readers.py +++ b/pandas/tests/io/excel/test_readers.py @@ -842,10 +842,11 @@ def test_read_excel_multiindex(self, read_ext): tm.assert_frame_equal(actual, expected) def test_read_excel_multiindex_blank_after_name(self, read_ext): - # GH34673: "both_name_blank_after_mi_name" sheet + # GH34673 if pd.read_excel.keywords["engine"] == "pyxlsb": pytest.xfail("Sheets containing datetimes not supported by pyxlsb (GH4679") + # Test one blank after MI name mi_file = "testmultiindex" + read_ext mi = MultiIndex.from_product([["foo", "bar"], ["a", "b"]], names=["c1", "c2"]) expected = DataFrame( @@ -869,6 +870,19 @@ def test_read_excel_multiindex_blank_after_name(self, read_ext): ) tm.assert_frame_equal(result, expected) + # Test all blank after name + expected.index = MultiIndex.from_arrays( + (["foo", "foo", "bar", "bar"], [np.nan] * 4), + names=["ilvl1", "ilvl2"], + ) + result = pd.read_excel( + mi_file, + sheet_name="both_name_multiple_blanks", + index_col=[0, 1], + header=[0, 1], + ) + tm.assert_frame_equal(result, expected) + def test_read_excel_multiindex_header_only(self, read_ext): # see gh-11733. # From 7d126e369c4bceb255468690558621e28ced518d Mon Sep 17 00:00:00 2001 From: Matthew Zeitlin Date: Fri, 1 Jan 2021 12:01:44 -0500 Subject: [PATCH 6/6] Parameterize test --- pandas/tests/io/excel/test_readers.py | 31 +++++++++++---------------- 1 file changed, 13 insertions(+), 18 deletions(-) diff --git a/pandas/tests/io/excel/test_readers.py b/pandas/tests/io/excel/test_readers.py index bfde66bd1008f..110b79adb5646 100644 --- a/pandas/tests/io/excel/test_readers.py +++ b/pandas/tests/io/excel/test_readers.py @@ -841,12 +841,20 @@ def test_read_excel_multiindex(self, read_ext): ) tm.assert_frame_equal(actual, expected) - def test_read_excel_multiindex_blank_after_name(self, read_ext): + @pytest.mark.parametrize( + "sheet_name,idx_lvl2", + [ + ("both_name_blank_after_mi_name", [np.nan, "b", "a", "b"]), + ("both_name_multiple_blanks", [np.nan] * 4), + ], + ) + def test_read_excel_multiindex_blank_after_name( + self, read_ext, sheet_name, idx_lvl2 + ): # GH34673 if pd.read_excel.keywords["engine"] == "pyxlsb": pytest.xfail("Sheets containing datetimes not supported by pyxlsb (GH4679") - # Test one blank after MI name mi_file = "testmultiindex" + read_ext mi = MultiIndex.from_product([["foo", "bar"], ["a", "b"]], names=["c1", "c2"]) expected = DataFrame( @@ -857,27 +865,14 @@ def test_read_excel_multiindex_blank_after_name(self, read_ext): [4, 5.5, pd.Timestamp("2015-01-04"), True], ], columns=mi, - index=MultiIndex.from_tuples( - [("foo", np.nan), ("foo", "b"), ("bar", "a"), ("bar", "b")], + index=MultiIndex.from_arrays( + (["foo", "foo", "bar", "bar"], idx_lvl2), names=["ilvl1", "ilvl2"], ), ) result = pd.read_excel( mi_file, - sheet_name="both_name_blank_after_mi_name", - index_col=[0, 1], - header=[0, 1], - ) - tm.assert_frame_equal(result, expected) - - # Test all blank after name - expected.index = MultiIndex.from_arrays( - (["foo", "foo", "bar", "bar"], [np.nan] * 4), - names=["ilvl1", "ilvl2"], - ) - result = pd.read_excel( - mi_file, - sheet_name="both_name_multiple_blanks", + sheet_name=sheet_name, index_col=[0, 1], header=[0, 1], )