""" Some io tools for excel -- requires xlwt Example usage: import matplotlib.mlab as mlab import mpl_toolkits.exceltools as exceltools r = mlab.csv2rec('somefile.csv', checkrows=0) formatd = dict( weight = mlab.FormatFloat(2), change = mlab.FormatPercent(2), cost = mlab.FormatThousands(2), ) exceltools.rec2excel(r, 'test.xls', formatd=formatd) mlab.rec2csv(r, 'test.csv', formatd=formatd) """ from __future__ import (absolute_import, division, print_function, unicode_literals) from matplotlib.externals import six import copy import numpy as np import xlwt as excel import matplotlib.cbook as cbook import matplotlib.mlab as mlab def xlformat_factory(format): """ copy the format, perform any overrides, and attach an xlstyle instance copied format is returned """ #if we have created an excel format already using this format, #don't recreate it; mlab.FormatObj override has to make objs with #the same props hash to the same value key = hash(format) fmt_ = xlformat_factory.created_formats.get(key) if fmt_ is not None: return fmt_ format = copy.deepcopy(format) xlstyle = excel.XFStyle() if isinstance(format, mlab.FormatPercent): zeros = ''.join(['0']*format.precision) xlstyle.num_format_str = '0.%s%%;[RED]-0.%s%%'%(zeros, zeros) format.scale = 1. elif isinstance(format, mlab.FormatFloat): if format.precision>0: zeros = ''.join(['0']*format.precision) xlstyle.num_format_str = '#,##0.%s;[RED]-#,##0.%s'%(zeros, zeros) else: xlstyle.num_format_str = '#,##;[RED]-#,##' elif isinstance(format, mlab.FormatInt): xlstyle.num_format_str = '#,##;[RED]-#,##' else: xlstyle = None format.xlstyle = xlstyle xlformat_factory.created_formats[ key ] = format return format xlformat_factory.created_formats = {} def rec2excel(r, ws, formatd=None, rownum=0, colnum=0, nanstr='NaN', infstr='Inf'): """ save record array r to excel xlwt worksheet ws starting at rownum. if ws is string like, assume it is a filename and save to it start writing at rownum, colnum formatd is a dictionary mapping dtype name -> mlab.Format instances nanstr is the string that mpl will put into excel for np.nan value The next rownum after writing is returned """ autosave = False if cbook.is_string_like(ws): filename = ws wb = excel.Workbook() ws = wb.add_sheet('worksheet') autosave = True if formatd is None: formatd = dict() formats = [] font = excel.Font() font.bold = True stylehdr = excel.XFStyle() stylehdr.font = font for i, name in enumerate(r.dtype.names): dt = r.dtype[name] format = formatd.get(name) if format is None: format = mlab.defaultformatd.get(dt.type, mlab.FormatObj()) format = xlformat_factory(format) ws.write(rownum, colnum+i, name, stylehdr) formats.append(format) rownum+=1 ind = np.arange(len(r.dtype.names)) for row in r: for i in ind: val = row[i] format = formats[i] val = format.toval(val) if mlab.safe_isnan(val): ws.write(rownum, colnum+i, nanstr) elif mlab.safe_isinf(val): sgn = np.sign(val) if sgn>0: s = infstr else: s = '-%s'%infstr ws.write(rownum, colnum+i, s) elif format.xlstyle is None: ws.write(rownum, colnum+i, val) else: ws.write(rownum, colnum+i, val, format.xlstyle) rownum += 1 if autosave: wb.save(filename) return rownum