From 34999f094326edfa1506c4ec9ba9472e4c524b68 Mon Sep 17 00:00:00 2001 From: Clemens Brunner Date: Wed, 19 Jul 2017 11:37:29 +0200 Subject: [PATCH 01/21] Change `max_columns` to `0` (automatically adapt the number of displayed columns to the actual terminal width) and `max_rows` to `20` (because I'd like to see the "whole" data frame at a glance like in R's tibble). --- pandas/core/config_init.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pandas/core/config_init.py b/pandas/core/config_init.py index 0edbf892172a9..c425b8e06e2ac 100644 --- a/pandas/core/config_init.py +++ b/pandas/core/config_init.py @@ -309,12 +309,12 @@ def table_schema_cb(key): cf.register_option('column_space', 12, validator=is_int) cf.register_option('max_info_rows', 1690785, pc_max_info_rows_doc, validator=is_instance_factory((int, type(None)))) - cf.register_option('max_rows', 60, pc_max_rows_doc, + cf.register_option('max_rows', 20, pc_max_rows_doc, validator=is_instance_factory([type(None), int])) cf.register_option('max_categories', 8, pc_max_categories_doc, validator=is_int) cf.register_option('max_colwidth', 50, max_colwidth_doc, validator=is_int) - cf.register_option('max_columns', 20, pc_max_cols_doc, + cf.register_option('max_columns', 0, pc_max_cols_doc, validator=is_instance_factory([type(None), int])) cf.register_option('large_repr', 'truncate', pc_large_repr_doc, validator=is_one_of_factory(['truncate', 'info'])) From 31951f9f72ab4f3cf050ebc49aa798306cfa1bb7 Mon Sep 17 00:00:00 2001 From: Clemens Brunner Date: Thu, 9 Nov 2017 11:16:43 +0100 Subject: [PATCH 02/21] Don't use automatic number of columns in IPython kernels; fix first failed test --- pandas/core/config_init.py | 11 ++++++++++- pandas/tests/frame/test_dtypes.py | 15 ++++++++------- 2 files changed, 18 insertions(+), 8 deletions(-) diff --git a/pandas/core/config_init.py b/pandas/core/config_init.py index c425b8e06e2ac..8eaf9b89944fe 100644 --- a/pandas/core/config_init.py +++ b/pandas/core/config_init.py @@ -314,7 +314,16 @@ def table_schema_cb(key): cf.register_option('max_categories', 8, pc_max_categories_doc, validator=is_int) cf.register_option('max_colwidth', 50, max_colwidth_doc, validator=is_int) - cf.register_option('max_columns', 0, pc_max_cols_doc, + try: + ip = get_ipython() + except NameError: # assume standard Python interpreter in a terminal + max_cols = 0 # automatically determine optimal number of columns + else: # IPython + if hasattr(ip, 'kernel'): # as a Jupyter kernel + max_cols = 20 # 0 doesn't produce nice results in a kernel + else: # in a terminal + max_cols = 0 # automatically determine optimal number of columns + cf.register_option('max_columns', max_cols, pc_max_cols_doc, validator=is_instance_factory([type(None), int])) cf.register_option('large_repr', 'truncate', pc_large_repr_doc, validator=is_one_of_factory(['truncate', 'info'])) diff --git a/pandas/tests/frame/test_dtypes.py b/pandas/tests/frame/test_dtypes.py index 90daa9aa882c8..152159965036d 100644 --- a/pandas/tests/frame/test_dtypes.py +++ b/pandas/tests/frame/test_dtypes.py @@ -875,10 +875,11 @@ def test_astype_str(self): columns=self.tzframe.columns) tm.assert_frame_equal(result, expected) - result = str(self.tzframe) - assert ('0 2013-01-01 2013-01-01 00:00:00-05:00 ' - '2013-01-01 00:00:00+01:00') in result - assert ('1 2013-01-02 ' - 'NaT NaT') in result - assert ('2 2013-01-03 2013-01-03 00:00:00-05:00 ' - '2013-01-03 00:00:00+01:00') in result + with option_context('display.max_columns', 20): + result = str(self.tzframe) + assert ('0 2013-01-01 2013-01-01 00:00:00-05:00 ' + '2013-01-01 00:00:00+01:00') in result + assert ('1 2013-01-02 ' + 'NaT NaT') in result + assert ('2 2013-01-03 2013-01-03 00:00:00-05:00 ' + '2013-01-03 00:00:00+01:00') in result From 863112a9d2eab3be78fb015570cf97ae70849887 Mon Sep 17 00:00:00 2001 From: Clemens Brunner Date: Thu, 9 Nov 2017 13:48:44 +0100 Subject: [PATCH 03/21] Fix almost all tests related to max_rows and max_columns changes --- pandas/tests/frame/test_repr_info.py | 4 +- pandas/tests/io/formats/test_format.py | 91 ++++++++++++++------------ 2 files changed, 52 insertions(+), 43 deletions(-) diff --git a/pandas/tests/frame/test_repr_info.py b/pandas/tests/frame/test_repr_info.py index 3e5aae10618e9..8fc6fef11798a 100644 --- a/pandas/tests/frame/test_repr_info.py +++ b/pandas/tests/frame/test_repr_info.py @@ -172,8 +172,8 @@ def test_repr_column_name_unicode_truncation_bug(self): 'the CSV file externally. I want to Call' ' the File through the code..')}) - result = repr(df) - assert 'StringCol' in result + with option_context('display.max_columns', 20): + assert 'StringCol' in repr(df) def test_latex_repr(self): result = r"""\begin{tabular}{llll} diff --git a/pandas/tests/io/formats/test_format.py b/pandas/tests/io/formats/test_format.py index 6c3b75cdfa6df..1f5d9ceedb7ee 100644 --- a/pandas/tests/io/formats/test_format.py +++ b/pandas/tests/io/formats/test_format.py @@ -961,7 +961,8 @@ def test_pprint_thing(self): def test_wide_repr(self): with option_context('mode.sim_interactive', True, - 'display.show_dimensions', True): + 'display.show_dimensions', True, + 'display.max_columns', 20): max_cols = get_option('display.max_columns') df = DataFrame(tm.rands_array(25, size=(10, max_cols - 1))) set_option('display.expand_frame_repr', False) @@ -979,7 +980,8 @@ def test_wide_repr(self): reset_option('display.expand_frame_repr') def test_wide_repr_wide_columns(self): - with option_context('mode.sim_interactive', True): + with option_context('mode.sim_interactive', True, + 'display.max_columns', 20): df = DataFrame(np.random.randn(5, 3), columns=['a' * 90, 'b' * 90, 'c' * 90]) rep_str = repr(df) @@ -987,7 +989,8 @@ def test_wide_repr_wide_columns(self): assert len(rep_str.splitlines()) == 20 def test_wide_repr_named(self): - with option_context('mode.sim_interactive', True): + with option_context('mode.sim_interactive', True, + 'display.max_columns', 20): max_cols = get_option('display.max_columns') df = DataFrame(tm.rands_array(25, size=(10, max_cols - 1))) df.index.name = 'DataFrame Index' @@ -1010,27 +1013,29 @@ def test_wide_repr_named(self): def test_wide_repr_multiindex(self): with option_context('mode.sim_interactive', True): midx = MultiIndex.from_arrays(tm.rands_array(5, size=(2, 10))) - max_cols = get_option('display.max_columns') - df = DataFrame(tm.rands_array(25, size=(10, max_cols - 1)), - index=midx) - df.index.names = ['Level 0', 'Level 1'] - set_option('display.expand_frame_repr', False) - rep_str = repr(df) - set_option('display.expand_frame_repr', True) - wide_repr = repr(df) - assert rep_str != wide_repr - - with option_context('display.width', 150): - wider_repr = repr(df) - assert len(wider_repr) < len(wide_repr) - - for line in wide_repr.splitlines()[1::13]: - assert 'Level 0 Level 1' in line + with option_context('display.max_columns', 20): + max_cols = get_option('display.max_columns') + df = DataFrame(tm.rands_array(25, size=(10, max_cols - 1)), + index=midx) + df.index.names = ['Level 0', 'Level 1'] + set_option('display.expand_frame_repr', False) + rep_str = repr(df) + set_option('display.expand_frame_repr', True) + wide_repr = repr(df) + assert rep_str != wide_repr + + with option_context('display.width', 150): + wider_repr = repr(df) + assert len(wider_repr) < len(wide_repr) + + for line in wide_repr.splitlines()[1::13]: + assert 'Level 0 Level 1' in line reset_option('display.expand_frame_repr') def test_wide_repr_multiindex_cols(self): - with option_context('mode.sim_interactive', True): + with option_context('mode.sim_interactive', True, + 'display.max_columns', 20): max_cols = get_option('display.max_columns') midx = MultiIndex.from_arrays(tm.rands_array(5, size=(2, 10))) mcols = MultiIndex.from_arrays( @@ -1044,15 +1049,16 @@ def test_wide_repr_multiindex_cols(self): wide_repr = repr(df) assert rep_str != wide_repr - with option_context('display.width', 150): + with option_context('display.width', 150, 'display.max_columns', 20): wider_repr = repr(df) assert len(wider_repr) < len(wide_repr) reset_option('display.expand_frame_repr') def test_wide_repr_unicode(self): - with option_context('mode.sim_interactive', True): - max_cols = get_option('display.max_columns') + with option_context('mode.sim_interactive', True, + 'display.max_columns', 20): + max_cols = 20 df = DataFrame(tm.rands_array(25, size=(10, max_cols - 1))) set_option('display.expand_frame_repr', False) rep_str = repr(df) @@ -1442,17 +1448,17 @@ def test_repr_html_mathjax(self): assert 'tex2jax_ignore' in df._repr_html_() def test_repr_html_wide(self): - max_cols = get_option('display.max_columns') + max_cols = 20 df = DataFrame(tm.rands_array(25, size=(10, max_cols - 1))) - reg_repr = df._repr_html_() - assert "..." not in reg_repr + with option_context('display.max_rows', 60, 'display.max_columns', 20): + assert "..." not in df._repr_html_() wide_df = DataFrame(tm.rands_array(25, size=(10, max_cols + 1))) - wide_repr = wide_df._repr_html_() - assert "..." in wide_repr + with option_context('display.max_rows', 60, 'display.max_columns', 20): + assert "..." in wide_df._repr_html_() def test_repr_html_wide_multiindex_cols(self): - max_cols = get_option('display.max_columns') + max_cols = 20 mcols = MultiIndex.from_product([np.arange(max_cols // 2), ['foo', 'bar']], @@ -1467,8 +1473,8 @@ def test_repr_html_wide_multiindex_cols(self): names=['first', 'second']) df = DataFrame(tm.rands_array(25, size=(10, len(mcols))), columns=mcols) - wide_repr = df._repr_html_() - assert '...' in wide_repr + with option_context('display.max_rows', 60, 'display.max_columns', 20): + assert '...' in df._repr_html_() def test_repr_html_long(self): with option_context('display.max_rows', 60): @@ -1512,14 +1518,15 @@ def test_repr_html_float(self): assert u('2 columns') in long_repr def test_repr_html_long_multiindex(self): - max_rows = get_option('display.max_rows') + max_rows = 60 max_L1 = max_rows // 2 tuples = list(itertools.product(np.arange(max_L1), ['foo', 'bar'])) idx = MultiIndex.from_tuples(tuples, names=['first', 'second']) df = DataFrame(np.random.randn(max_L1 * 2, 2), index=idx, columns=['A', 'B']) - reg_repr = df._repr_html_() + with option_context('display.max_rows', 60, 'display.max_columns', 20): + reg_repr = df._repr_html_() assert '...' not in reg_repr tuples = list(itertools.product(np.arange(max_L1 + 1), ['foo', 'bar'])) @@ -1530,20 +1537,22 @@ def test_repr_html_long_multiindex(self): assert '...' in long_repr def test_repr_html_long_and_wide(self): - max_cols = get_option('display.max_columns') - max_rows = get_option('display.max_rows') + max_cols = 20 + max_rows = 60 h, w = max_rows - 1, max_cols - 1 df = DataFrame({k: np.arange(1, 1 + h) for k in np.arange(w)}) - assert '...' not in df._repr_html_() + with option_context('display.max_rows', 60, 'display.max_columns', 20): + assert '...' not in df._repr_html_() h, w = max_rows + 1, max_cols + 1 df = DataFrame({k: np.arange(1, 1 + h) for k in np.arange(w)}) - assert '...' in df._repr_html_() + with option_context('display.max_rows', 60, 'display.max_columns', 20): + assert '...' in df._repr_html_() def test_info_repr(self): - max_rows = get_option('display.max_rows') - max_cols = get_option('display.max_columns') + max_rows = 60 + max_cols = 20 # Long h, w = max_rows + 1, max_cols - 1 df = DataFrame({k: np.arange(1, 1 + h) for k in np.arange(w)}) @@ -1575,8 +1584,8 @@ def test_info_repr_max_cols(self): # fmt.set_option('display.max_info_columns', 4) # exceeded def test_info_repr_html(self): - max_rows = get_option('display.max_rows') - max_cols = get_option('display.max_columns') + max_rows = 60 + max_cols = 20 # Long h, w = max_rows + 1, max_cols - 1 df = DataFrame({k: np.arange(1, 1 + h) for k in np.arange(w)}) From f44adce65dddd2720af333ea5af07acb0e32d837 Mon Sep 17 00:00:00 2001 From: Clemens Brunner Date: Fri, 10 Nov 2017 09:59:47 +0100 Subject: [PATCH 04/21] Add whats_new and update options doc --- doc/source/whatsnew/print_df_new.png | Bin 0 -> 77202 bytes doc/source/whatsnew/print_df_old.png | Bin 0 -> 89239 bytes 2 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 doc/source/whatsnew/print_df_new.png create mode 100644 doc/source/whatsnew/print_df_old.png diff --git a/doc/source/whatsnew/print_df_new.png b/doc/source/whatsnew/print_df_new.png new file mode 100644 index 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zhup4BC1)@%Ec8Zb*BAhRx;H!YLAs+O3`-?32?)LK%?>Lw88384d;ErrQ0Gs~0@C>c|A;EhYN*8So= z$Ypjb7k?B;UZ6y-d5AuO6Qj&Zf+tXSGlrXHgIa?;TfWZs_Bxp^OJsF5Yn$Ca3D+*v zxBLmK{K2cwA6&Pk&^ZN@nu;Q~JES=3G2kDggcF4zS9q_A)0FEP)*f*R(c-z^=6)qYLi)aD^byo%Rv^;_SO=IoyJIdo)Uzlh ze<_S|Y~aAExP$w)jAR(Ah~S>+jK-j@X`zD>{HeB(Y9>kvVt-!Wpbsxxqwe8e6Y~rZFEbjLs$;?Svb2jO9OF{t(o|8X{94)2F?=aRp9+@ z-_VU*Tt;P0IeWYt8a`(}a}8UvVC;Q}m&f5iekr9@=VgrW?Rjy(99B=ZKS@~a4)r@E7geXpqysCq`=mtsrzq# z@Yy$mTpIe9$H{H0%$yX=h{j5+6%6r}jlZRSRfM$oSUfGF|R3b*!jQSlH(9 z3$;64-}s Date: Fri, 10 Nov 2017 16:01:00 +0100 Subject: [PATCH 05/21] Fix typo, add issue number, move is_terminal logic to different module --- pandas/core/config_init.py | 12 ++++-------- pandas/io/formats/terminal.py | 19 ++++++++++++++++++- 2 files changed, 22 insertions(+), 9 deletions(-) diff --git a/pandas/core/config_init.py b/pandas/core/config_init.py index 8eaf9b89944fe..301fa11e36b3f 100644 --- a/pandas/core/config_init.py +++ b/pandas/core/config_init.py @@ -13,6 +13,7 @@ from pandas.core.config import (is_int, is_bool, is_text, is_instance_factory, is_one_of_factory, is_callable) from pandas.io.formats.console import detect_console_encoding +from pandas.io.formats.terminal import is_terminal # compute @@ -314,15 +315,10 @@ def table_schema_cb(key): cf.register_option('max_categories', 8, pc_max_categories_doc, validator=is_int) cf.register_option('max_colwidth', 50, max_colwidth_doc, validator=is_int) - try: - ip = get_ipython() - except NameError: # assume standard Python interpreter in a terminal + if is_terminal(): max_cols = 0 # automatically determine optimal number of columns - else: # IPython - if hasattr(ip, 'kernel'): # as a Jupyter kernel - max_cols = 20 # 0 doesn't produce nice results in a kernel - else: # in a terminal - max_cols = 0 # automatically determine optimal number of columns + else: + max_cols = 20 # cannot determine optimal number of columns cf.register_option('max_columns', max_cols, pc_max_cols_doc, validator=is_instance_factory([type(None), int])) cf.register_option('large_repr', 'truncate', pc_large_repr_doc, diff --git a/pandas/io/formats/terminal.py b/pandas/io/formats/terminal.py index 4bcb28fa59b86..72d733aa31440 100644 --- a/pandas/io/formats/terminal.py +++ b/pandas/io/formats/terminal.py @@ -17,7 +17,7 @@ import sys import shutil -__all__ = ['get_terminal_size'] +__all__ = ['get_terminal_size', 'is_terminal'] def get_terminal_size(): @@ -48,6 +48,23 @@ def get_terminal_size(): return tuple_xy +def is_terminal(): + """ + Detect if Python is running in a terminal. + + Returns True if Python is running in a terminal or False if not. + """ + try: + ip = get_ipython() + except NameError: # assume standard Python interpreter in a terminal + terminal = True + if hasattr(ip, 'kernel'): # IPython as a Jupyter kernel + terminal = False + else: # IPython in a terminal + terminal = True + return terminal + + def _get_terminal_size_windows(): res = None try: From 8fda80556e8e64153b3a5483af7bd5db384ccab6 Mon Sep 17 00:00:00 2001 From: Clemens Brunner Date: Sat, 11 Nov 2017 09:46:12 +0100 Subject: [PATCH 06/21] Fix try/except logic --- pandas/io/formats/terminal.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/pandas/io/formats/terminal.py b/pandas/io/formats/terminal.py index 72d733aa31440..07ab445182680 100644 --- a/pandas/io/formats/terminal.py +++ b/pandas/io/formats/terminal.py @@ -57,12 +57,12 @@ def is_terminal(): try: ip = get_ipython() except NameError: # assume standard Python interpreter in a terminal - terminal = True + return True + else: if hasattr(ip, 'kernel'): # IPython as a Jupyter kernel - terminal = False + return False else: # IPython in a terminal - terminal = True - return terminal + return True def _get_terminal_size_windows(): From 0e7bac8e0cec8ea9ac757291f7e0f6ddf64ac959 Mon Sep 17 00:00:00 2001 From: Clemens Brunner Date: Tue, 13 Feb 2018 10:06:31 +0100 Subject: [PATCH 07/21] Update for 0.23 --- doc/source/options.rst | 22 +++++++++++----------- doc/source/whatsnew/v0.23.0.txt | 33 +++++++++++++++++++++++++++++++++ 2 files changed, 44 insertions(+), 11 deletions(-) diff --git a/doc/source/options.rst b/doc/source/options.rst index a82be4d84bf3f..d9520a06b5ac2 100644 --- a/doc/source/options.rst +++ b/doc/source/options.rst @@ -78,8 +78,8 @@ with no argument ``describe_option`` will print out the descriptions for all ava Getting and Setting Options --------------------------- -As described above, :func:`~pandas.get_option` and :func:`~pandas.set_option` -are available from the pandas namespace. To change an option, call +As described above, :func:`~pandas.get_option` and :func:`~pandas.set_option` +are available from the pandas namespace. To change an option, call ``set_option('option regex', new_value)``. .. ipython:: python @@ -230,7 +230,7 @@ can specify the option ``df.info(null_counts=True)`` to override on showing a pa df.info() pd.reset_option('max_info_rows') -``display.precision`` sets the output display precision in terms of decimal places. +``display.precision`` sets the output display precision in terms of decimal places. This is only a suggestion. .. ipython:: python @@ -323,21 +323,21 @@ display.latex.multicolumn_format 'l' Alignment of multicolumn la display.latex.multirow False Combines rows when using a MultiIndex. Centered instead of top-aligned, separated by clines. -display.max_columns 20 max_rows and max_columns are used +display.max_columns 0 or 20 max_rows and max_columns are used in __repr__() methods to decide if to_string() or info() is used to render an object to a string. In - case python/IPython is running in - a terminal this can be set to 0 and + case Python/IPython is running in + a terminal this is set to 0 by default and pandas will correctly auto-detect - the width the terminal and swap to + the width of the terminal and switch to a smaller format in case all columns would not fit vertically. The IPython notebook, IPython qtconsole, or IDLE do not run in a terminal and hence it is not possible to do correct - auto-detection. 'None' value means - unlimited. + auto-detection, in which case the default + is set to 20. 'None' value means unlimited. display.max_colwidth 50 The maximum width in characters of a column in the repr of a pandas data structure. When the column overflows, @@ -352,7 +352,7 @@ display.max_info_rows 1690785 df.info() will usually show and max_info_cols limit this null check only to frames with smaller dimensions then specified. -display.max_rows 60 This sets the maximum number of rows +display.max_rows 20 This sets the maximum number of rows pandas should output when printing out various output. For example, this value determines whether the @@ -422,7 +422,7 @@ io.hdf.dropna_table True drop ALL nan rows when appe io.parquet.engine None The engine to use as a default for parquet reading and writing. If None then try 'pyarrow' and 'fastparquet' -mode.chained_assignment warn Controls ``SettingWithCopyWarning``: +mode.chained_assignment warn Controls ``SettingWithCopyWarning``: 'raise', 'warn', or None. Raise an exception, warn, or no action if trying to use :ref:`chained assignment `. diff --git a/doc/source/whatsnew/v0.23.0.txt b/doc/source/whatsnew/v0.23.0.txt index 107ce7855a00d..4fcc68a6e3614 100644 --- a/doc/source/whatsnew/v0.23.0.txt +++ b/doc/source/whatsnew/v0.23.0.txt @@ -658,6 +658,39 @@ Notice in the example above that the converted ``Categorical`` has retained ``or Note that the unintenional conversion of ``ordered`` discussed above did not arise in previous versions due to separate bugs that prevented ``astype`` from doing any type of category to category conversion (:issue:`10696`, :issue:`18593`). These bugs have been fixed in this release, and motivated changing the default value of ``ordered``. ++.. _whatsnew_0230.api_breaking.pretty_printing: + +Better pretty-printing of DataFrames in a terminal +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +Previously, the default values for the maximum number of rows and columns were +``pd.options.display.max_rows=60`` and ``pd.options.display.max_columns=120``, +respectively. This meant that relatively large frames would not fit within the +terminal width or height, and Pandas would introduce line breaks to display +these 20 columns. This resulted in an output that was relatively difficult to +read: + +.. image:: print_df_old.png + +Starting with Pandas 0.22, the default value of ``pd.options.display.max_rows`` +was changed to `20`. Furthermore, if Python runs in a terminal, the maximum +number of columns is determined automatically so that the printed frame fits +within the current terminal width (``pd.options.display.max_columns=0``). If +Python runs as a Jupyter kernel (such as the Jupyter QtConsole or a Jupyter +notebook, as well as in many IDEs), this value cannot be inferred automatically +and is thus set to `20` as previously. In a terminal, this results in a much +nicer output: + +.. image:: print_df_new.png + +Note that if you don't like the new defaults, you can always set these values +yourself. To revert to the old settings, you can run these lines: + +.. code:: python + pd.options.display.max_rows = 60 + pd.options.display.max_columns = 20 + +.. _whatsnew_0230.api: + .. _whatsnew_0230.api.datetimelike: Datetimelike API Changes From b87cef1930040d487a8b785c071b09dfe6e130b0 Mon Sep 17 00:00:00 2001 From: Clemens Brunner Date: Thu, 22 Feb 2018 09:28:48 +0100 Subject: [PATCH 08/21] Address comments --- doc/source/whatsnew/v0.23.0.txt | 14 +++++----- pandas/tests/io/formats/test_format.py | 36 +++++++++++++------------- 2 files changed, 25 insertions(+), 25 deletions(-) diff --git a/doc/source/whatsnew/v0.23.0.txt b/doc/source/whatsnew/v0.23.0.txt index 4fcc68a6e3614..8c15e82ffb14e 100644 --- a/doc/source/whatsnew/v0.23.0.txt +++ b/doc/source/whatsnew/v0.23.0.txt @@ -665,17 +665,16 @@ Better pretty-printing of DataFrames in a terminal Previously, the default values for the maximum number of rows and columns were ``pd.options.display.max_rows=60`` and ``pd.options.display.max_columns=120``, respectively. This meant that relatively large frames would not fit within the -terminal width or height, and Pandas would introduce line breaks to display +terminal width or height, and pandas would introduce line breaks to display these 20 columns. This resulted in an output that was relatively difficult to read: .. image:: print_df_old.png -Starting with Pandas 0.22, the default value of ``pd.options.display.max_rows`` -was changed to `20`. Furthermore, if Python runs in a terminal, the maximum -number of columns is determined automatically so that the printed frame fits -within the current terminal width (``pd.options.display.max_columns=0``). If -Python runs as a Jupyter kernel (such as the Jupyter QtConsole or a Jupyter +The default value of ``pd.options.display.max_rows`` is now `20`. Furthermore, +if Python runs in a terminal, the maximum number of columns is determined automatically +so that the printed frame fits within the current terminal width (``pd.options.display.max_columns=0``). +If Python runs as a Jupyter kernel (such as the Jupyter QtConsole or a Jupyter notebook, as well as in many IDEs), this value cannot be inferred automatically and is thus set to `20` as previously. In a terminal, this results in a much nicer output: @@ -685,7 +684,8 @@ nicer output: Note that if you don't like the new defaults, you can always set these values yourself. To revert to the old settings, you can run these lines: -.. code:: python +.. code-block:: python + pd.options.display.max_rows = 60 pd.options.display.max_columns = 20 diff --git a/pandas/tests/io/formats/test_format.py b/pandas/tests/io/formats/test_format.py index 1f5d9ceedb7ee..b84b18f6a23f4 100644 --- a/pandas/tests/io/formats/test_format.py +++ b/pandas/tests/io/formats/test_format.py @@ -1011,25 +1011,25 @@ def test_wide_repr_named(self): reset_option('display.expand_frame_repr') def test_wide_repr_multiindex(self): - with option_context('mode.sim_interactive', True): + with option_context('mode.sim_interactive', True, + 'display.max_columns', 20): midx = MultiIndex.from_arrays(tm.rands_array(5, size=(2, 10))) - with option_context('display.max_columns', 20): - max_cols = get_option('display.max_columns') - df = DataFrame(tm.rands_array(25, size=(10, max_cols - 1)), - index=midx) - df.index.names = ['Level 0', 'Level 1'] - set_option('display.expand_frame_repr', False) - rep_str = repr(df) - set_option('display.expand_frame_repr', True) - wide_repr = repr(df) - assert rep_str != wide_repr - - with option_context('display.width', 150): - wider_repr = repr(df) - assert len(wider_repr) < len(wide_repr) - - for line in wide_repr.splitlines()[1::13]: - assert 'Level 0 Level 1' in line + max_cols = get_option('display.max_columns') + df = DataFrame(tm.rands_array(25, size=(10, max_cols - 1)), + index=midx) + df.index.names = ['Level 0', 'Level 1'] + set_option('display.expand_frame_repr', False) + rep_str = repr(df) + set_option('display.expand_frame_repr', True) + wide_repr = repr(df) + assert rep_str != wide_repr + + with option_context('display.width', 150): + wider_repr = repr(df) + assert len(wider_repr) < len(wide_repr) + + for line in wide_repr.splitlines()[1::13]: + assert 'Level 0 Level 1' in line reset_option('display.expand_frame_repr') From e2e2714408ff1e315c34bdf5252e06995554369a Mon Sep 17 00:00:00 2001 From: Clemens Brunner Date: Thu, 22 Feb 2018 09:29:49 +0100 Subject: [PATCH 09/21] Fix PEP8 --- pandas/tests/io/formats/test_format.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pandas/tests/io/formats/test_format.py b/pandas/tests/io/formats/test_format.py index b84b18f6a23f4..d544e9426a98a 100644 --- a/pandas/tests/io/formats/test_format.py +++ b/pandas/tests/io/formats/test_format.py @@ -1016,7 +1016,7 @@ def test_wide_repr_multiindex(self): midx = MultiIndex.from_arrays(tm.rands_array(5, size=(2, 10))) max_cols = get_option('display.max_columns') df = DataFrame(tm.rands_array(25, size=(10, max_cols - 1)), - index=midx) + index=midx) df.index.names = ['Level 0', 'Level 1'] set_option('display.expand_frame_repr', False) rep_str = repr(df) From e3abd9a97046722efa392d6afb00d373816d6a06 Mon Sep 17 00:00:00 2001 From: Clemens Brunner Date: Mon, 26 Mar 2018 11:55:37 +0200 Subject: [PATCH 10/21] Remove max_rows change, only keep max_columns in this PR --- doc/source/options.rst | 8 ++++---- doc/source/whatsnew/v0.23.0.txt | 29 +++++++++++++---------------- pandas/core/config_init.py | 2 +- 3 files changed, 18 insertions(+), 21 deletions(-) diff --git a/doc/source/options.rst b/doc/source/options.rst index d9520a06b5ac2..48247eb48baaf 100644 --- a/doc/source/options.rst +++ b/doc/source/options.rst @@ -352,7 +352,7 @@ display.max_info_rows 1690785 df.info() will usually show and max_info_cols limit this null check only to frames with smaller dimensions then specified. -display.max_rows 20 This sets the maximum number of rows +display.max_rows 60 This sets the maximum number of rows pandas should output when printing out various output. For example, this value determines whether the @@ -402,9 +402,9 @@ display.html.table_schema False Whether to publish a Table display.html.border 1 A ``border=value`` attribute is inserted in the ```` tag for the DataFrame HTML repr. -display.html.use_mathjax True When True, Jupyter notebook will process - table contents using MathJax, rendering - mathematical expressions enclosed by the +display.html.use_mathjax True When True, Jupyter notebook will process + table contents using MathJax, rendering + mathematical expressions enclosed by the dollar symbol. io.excel.xls.writer xlwt The default Excel writer engine for 'xls' files. diff --git a/doc/source/whatsnew/v0.23.0.txt b/doc/source/whatsnew/v0.23.0.txt index 8c15e82ffb14e..55a789a21b734 100644 --- a/doc/source/whatsnew/v0.23.0.txt +++ b/doc/source/whatsnew/v0.23.0.txt @@ -662,31 +662,28 @@ Note that the unintenional conversion of ``ordered`` discussed above did not ari Better pretty-printing of DataFrames in a terminal ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -Previously, the default values for the maximum number of rows and columns were -``pd.options.display.max_rows=60`` and ``pd.options.display.max_columns=120``, -respectively. This meant that relatively large frames would not fit within the -terminal width or height, and pandas would introduce line breaks to display -these 20 columns. This resulted in an output that was relatively difficult to -read: +Previously, the default value for the maximum number of columns was +``pd.options.display.max_columns=20``. This meant that relatively wide data +frames would not fit within the terminal width, and pandas would introduce line +breaks to display these 20 columns. This resulted in an output that was +relatively difficult to read: .. image:: print_df_old.png -The default value of ``pd.options.display.max_rows`` is now `20`. Furthermore, -if Python runs in a terminal, the maximum number of columns is determined automatically -so that the printed frame fits within the current terminal width (``pd.options.display.max_columns=0``). -If Python runs as a Jupyter kernel (such as the Jupyter QtConsole or a Jupyter -notebook, as well as in many IDEs), this value cannot be inferred automatically -and is thus set to `20` as previously. In a terminal, this results in a much -nicer output: +If Python runs in a terminal, the maximum number of columns is now determined +automatically so that the printed data frame fits within the current terminal +width (``pd.options.display.max_columns=0``). If Python runs as a Jupyter +kernel (such as the Jupyter QtConsole or a Jupyter notebook, as well as in many +IDEs), this value cannot be inferred automatically and is thus set to `20` as +in previos versions. In a terminal, this results in a much nicer output: .. image:: print_df_new.png -Note that if you don't like the new defaults, you can always set these values -yourself. To revert to the old settings, you can run these lines: +Note that if you don't like the new default, you can always set this option +yourself. To revert to the old setting, you can run this line: .. code-block:: python - pd.options.display.max_rows = 60 pd.options.display.max_columns = 20 .. _whatsnew_0230.api: diff --git a/pandas/core/config_init.py b/pandas/core/config_init.py index 301fa11e36b3f..b836a35b8cf29 100644 --- a/pandas/core/config_init.py +++ b/pandas/core/config_init.py @@ -310,7 +310,7 @@ def table_schema_cb(key): cf.register_option('column_space', 12, validator=is_int) cf.register_option('max_info_rows', 1690785, pc_max_info_rows_doc, validator=is_instance_factory((int, type(None)))) - cf.register_option('max_rows', 20, pc_max_rows_doc, + cf.register_option('max_rows', 60, pc_max_rows_doc, validator=is_instance_factory([type(None), int])) cf.register_option('max_categories', 8, pc_max_categories_doc, validator=is_int) From 857f2ca26fb69282c6798505c8e1ce76d300b95b Mon Sep 17 00:00:00 2001 From: Clemens Brunner Date: Mon, 26 Mar 2018 12:38:25 +0200 Subject: [PATCH 11/21] Mention GitHub issue/PR number --- doc/source/whatsnew/v0.23.0.txt | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/doc/source/whatsnew/v0.23.0.txt b/doc/source/whatsnew/v0.23.0.txt index 55a789a21b734..f8ef1ed53493a 100644 --- a/doc/source/whatsnew/v0.23.0.txt +++ b/doc/source/whatsnew/v0.23.0.txt @@ -672,10 +672,11 @@ relatively difficult to read: If Python runs in a terminal, the maximum number of columns is now determined automatically so that the printed data frame fits within the current terminal -width (``pd.options.display.max_columns=0``). If Python runs as a Jupyter -kernel (such as the Jupyter QtConsole or a Jupyter notebook, as well as in many -IDEs), this value cannot be inferred automatically and is thus set to `20` as -in previos versions. In a terminal, this results in a much nicer output: +width (``pd.options.display.max_columns=0``) (:issue:`17023`). If Python runs +as a Jupyter kernel (such as the Jupyter QtConsole or a Jupyter notebook, as +well as in many IDEs), this value cannot be inferred automatically and is thus +set to `20` as in previous versions. In a terminal, this results in a much +nicer output: .. image:: print_df_new.png From ed445043d842f1b9e51a7df519a441da373f254e Mon Sep 17 00:00:00 2001 From: Clemens Brunner Date: Mon, 26 Mar 2018 13:21:54 +0200 Subject: [PATCH 12/21] Fix tests (need to set display.max_columns=20 explicitly) --- pandas/tests/io/formats/test_format.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/pandas/tests/io/formats/test_format.py b/pandas/tests/io/formats/test_format.py index d544e9426a98a..ab9f61cffc16b 100644 --- a/pandas/tests/io/formats/test_format.py +++ b/pandas/tests/io/formats/test_format.py @@ -1564,7 +1564,8 @@ def test_info_repr(self): h, w = max_rows - 1, max_cols + 1 df = DataFrame({k: np.arange(1, 1 + h) for k in np.arange(w)}) assert has_horizontally_truncated_repr(df) - with option_context('display.large_repr', 'info'): + with option_context('display.large_repr', 'info', + 'display.max_columns', max_cols): assert has_info_repr(df) def test_info_repr_max_cols(self): @@ -1597,7 +1598,8 @@ def test_info_repr_html(self): h, w = max_rows - 1, max_cols + 1 df = DataFrame({k: np.arange(1, 1 + h) for k in np.arange(w)}) assert ' Date: Tue, 27 Mar 2018 10:05:14 +0200 Subject: [PATCH 13/21] Fix broken string repr in terminals with max_columns=0 --- pandas/io/formats/format.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pandas/io/formats/format.py b/pandas/io/formats/format.py index 1731dbb3ac68d..eb96fb8793198 100644 --- a/pandas/io/formats/format.py +++ b/pandas/io/formats/format.py @@ -625,7 +625,7 @@ def to_string(self): max_len += size_tr_col # Need to make space for largest row # plus truncate dot col dif = max_len - self.w - adj_dif = dif + adj_dif = dif + 1 col_lens = Series([Series(ele).apply(len).max() for ele in strcols]) n_cols = len(col_lens) From cb2eb3e463c8d0f7f2088b4a67ff9a001b65361f Mon Sep 17 00:00:00 2001 From: Clemens Brunner Date: Tue, 27 Mar 2018 10:15:11 +0200 Subject: [PATCH 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conversion of ``ordered`` discussed above did not arise in previous versions due to separate bugs that prevented ``astype`` from doing any type of category to category conversion (:issue:`10696`, :issue:`18593`). These bugs have been fixed in this release, and motivated changing the default value of ``ordered``. -+.. _whatsnew_0230.api_breaking.pretty_printing: +.. _whatsnew_0230.api_breaking.pretty_printing: Better pretty-printing of DataFrames in a terminal ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ From 1eb3dada060cb78a01f4e0013e8f01c06bbbdebe Mon Sep 17 00:00:00 2001 From: Clemens Brunner Date: Tue, 27 Mar 2018 13:40:53 +0200 Subject: [PATCH 16/21] Add images back to doc/source/_static --- doc/source/_static/print_df_new.png | Bin 0 -> 77202 bytes doc/source/_static/print_df_old.png | Bin 0 -> 89239 bytes 2 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 doc/source/_static/print_df_new.png create mode 100644 doc/source/_static/print_df_old.png diff --git a/doc/source/_static/print_df_new.png b/doc/source/_static/print_df_new.png new file mode 100644 index 0000000000000000000000000000000000000000..767d7d3f0ef06a3e3e9c3840d7bc0425685aceb3 GIT binary patch literal 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zhup4BC1)@%Ec8Zb*BAhRx;H!YLAs+O3`-?32?)LK%?>Lw88384d;ErrQ0Gs~0@C>c|A;EhYN*8So= z$Ypjb7k?B;UZ6y-d5AuO6Qj&Zf+tXSGlrXHgIa?;TfWZs_Bxp^OJsF5Yn$Ca3D+*v zxBLmK{K2cwA6&Pk&^ZN@nu;Q~JES=3G2kDggcF4zS9q_A)0FEP)*f*R(c-z^=6)qYLi)aD^byo%Rv^;_SO=IoyJIdo)Uzlh ze<_S|Y~aAExP$w)jAR(Ah~S>+jK-j@X`zD>{HeB(Y9>kvVt-!Wpbsxxqwe8e6Y~rZFEbjLs$;?Svb2jO9OF{t(o|8X{94)2F?=aRp9+@ z-_VU*Tt;P0IeWYt8a`(}a}8UvVC;Q}m&f5iekr9@=VgrW?Rjy(99B=ZKS@~a4)r@E7geXpqysCq`=mtsrzq# z@Yy$mTpIe9$H{H0%$yX=h{j5+6%6r}jlZRSRfM$oSUfGF|R3b*!jQSlH(9 z3$;64-}s Date: Tue, 27 Mar 2018 15:00:20 +0200 Subject: [PATCH 17/21] Use correct image path --- doc/source/whatsnew/v0.23.0.txt | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/source/whatsnew/v0.23.0.txt b/doc/source/whatsnew/v0.23.0.txt index 059c01df53e1e..d9ff7aa54c820 100644 --- a/doc/source/whatsnew/v0.23.0.txt +++ b/doc/source/whatsnew/v0.23.0.txt @@ -668,7 +668,7 @@ frames would not fit within the terminal width, and pandas would introduce line breaks to display these 20 columns. This resulted in an output that was relatively difficult to read: -.. image:: print_df_old.png +.. image:: _static/print_df_old.png If Python runs in a terminal, the maximum number of columns is now determined automatically so that the printed data frame fits within the current terminal @@ -678,7 +678,7 @@ well as in many IDEs), this value cannot be inferred automatically and is thus set to `20` as in previous versions. In a terminal, this results in a much nicer output: -.. image:: print_df_new.png +.. image:: _static/print_df_new.png Note that if you don't like the new default, you can always set this option yourself. To revert to the old setting, you can run this line: From 308be12337577cb171c3efca93029cafe0babf24 Mon Sep 17 00:00:00 2001 From: Clemens Brunner Date: Tue, 27 Mar 2018 15:55:18 +0200 Subject: [PATCH 18/21] Include comment with GitHub PR number --- pandas/io/formats/format.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/pandas/io/formats/format.py b/pandas/io/formats/format.py index eb96fb8793198..bc6651d3301eb 100644 --- a/pandas/io/formats/format.py +++ b/pandas/io/formats/format.py @@ -625,7 +625,7 @@ def to_string(self): max_len += size_tr_col # Need to make space for largest row # plus truncate dot col dif = max_len - self.w - adj_dif = dif + 1 + adj_dif = dif + 1 # see GH PR #17023 col_lens = Series([Series(ele).apply(len).max() for ele in strcols]) n_cols = len(col_lens) @@ -645,6 +645,7 @@ def to_string(self): # and then generate string representation self._chk_truncate() strcols = self._to_str_columns() + strcols[0] = ['\x1b[37m' + row + '\x1b[0m' for row in strcols[0]] text = self.adj.adjoin(1, *strcols) if not self.index: text = text.replace('\n ', '\n').strip() From e77eb55d47cbe4e5082a2edabb230f8c7600ccf0 Mon Sep 17 00:00:00 2001 From: Clemens Brunner Date: Tue, 27 Mar 2018 15:57:29 +0200 Subject: [PATCH 19/21] Revert line --- pandas/io/formats/format.py | 1 - 1 file changed, 1 deletion(-) diff --git a/pandas/io/formats/format.py b/pandas/io/formats/format.py index bc6651d3301eb..14527d5a75dcd 100644 --- a/pandas/io/formats/format.py +++ b/pandas/io/formats/format.py @@ -645,7 +645,6 @@ def to_string(self): # and then generate string representation self._chk_truncate() strcols = self._to_str_columns() - strcols[0] = ['\x1b[37m' + row + '\x1b[0m' for row in strcols[0]] text = self.adj.adjoin(1, *strcols) if not self.index: text = text.replace('\n ', '\n').strip() From ab63657d3c5718cd45674b75bdc406f45948dc13 Mon Sep 17 00:00:00 2001 From: Clemens Brunner Date: Tue, 27 Mar 2018 16:11:17 +0200 Subject: [PATCH 20/21] Put comment on separate line --- pandas/io/formats/format.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/pandas/io/formats/format.py b/pandas/io/formats/format.py index 14527d5a75dcd..12201f62946ac 100644 --- a/pandas/io/formats/format.py +++ b/pandas/io/formats/format.py @@ -625,7 +625,8 @@ def to_string(self): max_len += size_tr_col # Need to make space for largest row # plus truncate dot col dif = max_len - self.w - adj_dif = dif + 1 # see GH PR #17023 + # '+ 1' to avoid too wide repr (GH PR #17023) + adj_dif = dif + 1 col_lens = Series([Series(ele).apply(len).max() for ele in strcols]) n_cols = len(col_lens) From f79591468c624344b9f56b77cad115ccc2407154 Mon Sep 17 00:00:00 2001 From: Clemens Brunner Date: Tue, 27 Mar 2018 20:54:12 +0200 Subject: [PATCH 21/21] Remove unnecessary section anchor --- doc/source/whatsnew/v0.23.0.txt | 2 -- 1 file changed, 2 deletions(-) diff --git a/doc/source/whatsnew/v0.23.0.txt b/doc/source/whatsnew/v0.23.0.txt index d9ff7aa54c820..ced7bddcaa5b3 100644 --- a/doc/source/whatsnew/v0.23.0.txt +++ b/doc/source/whatsnew/v0.23.0.txt @@ -687,8 +687,6 @@ yourself. To revert to the old setting, you can run this line: pd.options.display.max_columns = 20 -.. _whatsnew_0230.api: - .. _whatsnew_0230.api.datetimelike: Datetimelike API Changes