Series/DataFrame, make decision between full and short __repr__ configurable

[lodagro]

Extending pandas.set_printoptions() with two extra arguments: max_rows and max_columns.
These two numbers impact pandas.Series.__repr__() and pandas.DataFrame.__repr__().
Decision between a short representation or a full one is now configurable. Default values are set to the current ones, so the change is transparent.

When using DataFrames with large number of columns, i got tired of typing print df.to_string() all the time :-)

set_printoptions(precision=None, column_space=None, max_rows=None, max_columns=None) Alter default behavior of DataFrame.toString precision : int Floating point output precision column_space : int Default space for DataFrame columns, defaults to 12 max_rows : int max_columns : int 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.

[wesm]

This is cool. I've also gotten tired of it myself.

What would you think with adding some logic that will print df.to_string() whenever the DataFrame fits in the console buffer? There are some tricks you can use to get the console width (this would only apply when IPython is in use), if it can't infer the width then it would just default to 80 or something. Been on my todo list for a while (because I also get quite tired of typing print df.to_string() as you can imagine).

There is also the R approach of breaking the DataFrame apart and printing multiple "rows" of columns. Not sure how I feel about doing that

[lodagro]

Using the actual width of the console is the best way to avoid line wraps of course, the current code gives no guarantee that wrapping will not occur. Furthermore this will save a call to set_printoptions(), handy for interactive use.

Did some googling on how to retrieve the width of the console in (i)python, this does not look so straight forward, especially across platforms. Need to study this a bit more in detail before i can add the idea you suggest.

The R approach looks a bit awkward.

[lodagro]

Added a clever screen render mode (default nothing is changed!).
When either max_rows, max_columns, or both is set to 0 pandas will figure out how big the terminal is and will not display more rows or/and columns that can fit on it.

Terminal width and height is determined using new method pandas.util.terminal.get_terminal_size(), since i only have python on linux, other operating systems are untested. Furthermore i only tried python 2.7 (with and without IPython 0.11). That is why i named this mode experimental in the documentation of pandas.set_printoptions().

def set_printoptions(precision=None, column_space=None, max_rows=None, max_columns=None): """  Alter default behavior of DataFrame.toString   precision : int  Floating point output precision  column_space : int  Default space for DataFrame columns, defaults to 12  max_rows : int  max_columns : int  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.  Either one, or both can be set to 0 (experimental). Pandas will figure  out how big the terminal is and will not display more rows or/and  columns that can fit on it.  """

[wesm]

this is awesome. I'm going to use max_columns=0 as the default...seems to work OK in the IPython HTML notebook also