from typing import List import numpy as np from pandas._typing import FilePathOrBuffer, Scalar from pandas.compat._optional import import_optional_dependency from pandas.io.excel._base import ExcelWriter, _BaseExcelReader from pandas.io.excel._util import _validate_freeze_panes class _OpenpyxlWriter(ExcelWriter): engine = "openpyxl" supported_extensions = (".xlsx", ".xlsm") def __init__(self, path, engine=None, mode="w", **engine_kwargs): # Use the openpyxl module as the Excel writer. from openpyxl.workbook import Workbook super().__init__(path, mode=mode, **engine_kwargs) if self.mode == "a": # Load from existing workbook from openpyxl import load_workbook book = load_workbook(self.path) self.book = book else: # Create workbook object with default optimized_write=True. self.book = Workbook() if self.book.worksheets: try: self.book.remove(self.book.worksheets[0]) except AttributeError: # compat - for openpyxl <= 2.4 self.book.remove_sheet(self.book.worksheets[0]) def save(self): """ Save workbook to disk. """ return self.book.save(self.path) @classmethod def _convert_to_style(cls, style_dict): """ Converts a style_dict to an openpyxl style object. Parameters ---------- style_dict : style dictionary to convert """ from openpyxl.style import Style xls_style = Style() for key, value in style_dict.items(): for nk, nv in value.items(): if key == "borders": ( xls_style.borders.__getattribute__(nk).__setattr__( "border_style", nv ) ) else: xls_style.__getattribute__(key).__setattr__(nk, nv) return xls_style @classmethod def _convert_to_style_kwargs(cls, style_dict): """ Convert a style_dict to a set of kwargs suitable for initializing or updating-on-copy an openpyxl v2 style object. Parameters ---------- style_dict : dict A dict with zero or more of the following keys (or their synonyms). 'font' 'fill' 'border' ('borders') 'alignment' 'number_format' 'protection' Returns ------- style_kwargs : dict A dict with the same, normalized keys as ``style_dict`` but each value has been replaced with a native openpyxl style object of the appropriate class. """ _style_key_map = {"borders": "border"} style_kwargs = {} for k, v in style_dict.items(): if k in _style_key_map: k = _style_key_map[k] _conv_to_x = getattr(cls, f"_convert_to_{k}", lambda x: None) new_v = _conv_to_x(v) if new_v: style_kwargs[k] = new_v return style_kwargs @classmethod def _convert_to_color(cls, color_spec): """ Convert ``color_spec`` to an openpyxl v2 Color object. Parameters ---------- color_spec : str, dict A 32-bit ARGB hex string, or a dict with zero or more of the following keys. 'rgb' 'indexed' 'auto' 'theme' 'tint' 'index' 'type' Returns ------- color : openpyxl.styles.Color """ from openpyxl.styles import Color if isinstance(color_spec, str): return Color(color_spec) else: return Color(**color_spec) @classmethod def _convert_to_font(cls, font_dict): """ Convert ``font_dict`` to an openpyxl v2 Font object. Parameters ---------- font_dict : dict A dict with zero or more of the following keys (or their synonyms). 'name' 'size' ('sz') 'bold' ('b') 'italic' ('i') 'underline' ('u') 'strikethrough' ('strike') 'color' 'vertAlign' ('vertalign') 'charset' 'scheme' 'family' 'outline' 'shadow' 'condense' Returns ------- font : openpyxl.styles.Font """ from openpyxl.styles import Font _font_key_map = { "sz": "size", "b": "bold", "i": "italic", "u": "underline", "strike": "strikethrough", "vertalign": "vertAlign", } font_kwargs = {} for k, v in font_dict.items(): if k in _font_key_map: k = _font_key_map[k] if k == "color": v = cls._convert_to_color(v) font_kwargs[k] = v return Font(**font_kwargs) @classmethod def _convert_to_stop(cls, stop_seq): """ Convert ``stop_seq`` to a list of openpyxl v2 Color objects, suitable for initializing the ``GradientFill`` ``stop`` parameter. Parameters ---------- stop_seq : iterable An iterable that yields objects suitable for consumption by ``_convert_to_color``. Returns ------- stop : list of openpyxl.styles.Color """ return map(cls._convert_to_color, stop_seq) @classmethod def _convert_to_fill(cls, fill_dict): """ Convert ``fill_dict`` to an openpyxl v2 Fill object. Parameters ---------- fill_dict : dict A dict with one or more of the following keys (or their synonyms), 'fill_type' ('patternType', 'patterntype') 'start_color' ('fgColor', 'fgcolor') 'end_color' ('bgColor', 'bgcolor') or one or more of the following keys (or their synonyms). 'type' ('fill_type') 'degree' 'left' 'right' 'top' 'bottom' 'stop' Returns ------- fill : openpyxl.styles.Fill """ from openpyxl.styles import GradientFill, PatternFill _pattern_fill_key_map = { "patternType": "fill_type", "patterntype": "fill_type", "fgColor": "start_color", "fgcolor": "start_color", "bgColor": "end_color", "bgcolor": "end_color", } _gradient_fill_key_map = {"fill_type": "type"} pfill_kwargs = {} gfill_kwargs = {} for k, v in fill_dict.items(): pk = gk = None if k in _pattern_fill_key_map: pk = _pattern_fill_key_map[k] if k in _gradient_fill_key_map: gk = _gradient_fill_key_map[k] if pk in ["start_color", "end_color"]: v = cls._convert_to_color(v) if gk == "stop": v = cls._convert_to_stop(v) if pk: pfill_kwargs[pk] = v elif gk: gfill_kwargs[gk] = v else: pfill_kwargs[k] = v gfill_kwargs[k] = v try: return PatternFill(**pfill_kwargs) except TypeError: return GradientFill(**gfill_kwargs) @classmethod def _convert_to_side(cls, side_spec): """ Convert ``side_spec`` to an openpyxl v2 Side object. Parameters ---------- side_spec : str, dict A string specifying the border style, or a dict with zero or more of the following keys (or their synonyms). 'style' ('border_style') 'color' Returns ------- side : openpyxl.styles.Side """ from openpyxl.styles import Side _side_key_map = {"border_style": "style"} if isinstance(side_spec, str): return Side(style=side_spec) side_kwargs = {} for k, v in side_spec.items(): if k in _side_key_map: k = _side_key_map[k] if k == "color": v = cls._convert_to_color(v) side_kwargs[k] = v return Side(**side_kwargs) @classmethod def _convert_to_border(cls, border_dict): """ Convert ``border_dict`` to an openpyxl v2 Border object. Parameters ---------- border_dict : dict A dict with zero or more of the following keys (or their synonyms). 'left' 'right' 'top' 'bottom' 'diagonal' 'diagonal_direction' 'vertical' 'horizontal' 'diagonalUp' ('diagonalup') 'diagonalDown' ('diagonaldown') 'outline' Returns ------- border : openpyxl.styles.Border """ from openpyxl.styles import Border _border_key_map = {"diagonalup": "diagonalUp", "diagonaldown": "diagonalDown"} border_kwargs = {} for k, v in border_dict.items(): if k in _border_key_map: k = _border_key_map[k] if k == "color": v = cls._convert_to_color(v) if k in ["left", "right", "top", "bottom", "diagonal"]: v = cls._convert_to_side(v) border_kwargs[k] = v return Border(**border_kwargs) @classmethod def _convert_to_alignment(cls, alignment_dict): """ Convert ``alignment_dict`` to an openpyxl v2 Alignment object. Parameters ---------- alignment_dict : dict A dict with zero or more of the following keys (or their synonyms). 'horizontal' 'vertical' 'text_rotation' 'wrap_text' 'shrink_to_fit' 'indent' Returns ------- alignment : openpyxl.styles.Alignment """ from openpyxl.styles import Alignment return Alignment(**alignment_dict) @classmethod def _convert_to_number_format(cls, number_format_dict): """ Convert ``number_format_dict`` to an openpyxl v2.1.0 number format initializer. Parameters ---------- number_format_dict : dict A dict with zero or more of the following keys. 'format_code' : str Returns ------- number_format : str """ return number_format_dict["format_code"] @classmethod def _convert_to_protection(cls, protection_dict): """ Convert ``protection_dict`` to an openpyxl v2 Protection object. Parameters ---------- protection_dict : dict A dict with zero or more of the following keys. 'locked' 'hidden' Returns ------- """ from openpyxl.styles import Protection return Protection(**protection_dict) def write_cells( self, cells, sheet_name=None, startrow=0, startcol=0, freeze_panes=None ): # Write the frame cells using openpyxl. sheet_name = self._get_sheet_name(sheet_name) _style_cache = {} if sheet_name in self.sheets: wks = self.sheets[sheet_name] else: wks = self.book.create_sheet() wks.title = sheet_name self.sheets[sheet_name] = wks if _validate_freeze_panes(freeze_panes): wks.freeze_panes = wks.cell( row=freeze_panes[0] + 1, column=freeze_panes[1] + 1 ) for cell in cells: xcell = wks.cell( row=startrow + cell.row + 1, column=startcol + cell.col + 1 ) xcell.value, fmt = self._value_with_fmt(cell.val) if fmt: xcell.number_format = fmt style_kwargs = {} if cell.style: key = str(cell.style) style_kwargs = _style_cache.get(key) if style_kwargs is None: style_kwargs = self._convert_to_style_kwargs(cell.style) _style_cache[key] = style_kwargs if style_kwargs: for k, v in style_kwargs.items(): setattr(xcell, k, v) if cell.mergestart is not None and cell.mergeend is not None: wks.merge_cells( start_row=startrow + cell.row + 1, start_column=startcol + cell.col + 1, end_column=startcol + cell.mergeend + 1, end_row=startrow + cell.mergestart + 1, ) # When cells are merged only the top-left cell is preserved # The behaviour of the other cells in a merged range is # undefined if style_kwargs: first_row = startrow + cell.row + 1 last_row = startrow + cell.mergestart + 1 first_col = startcol + cell.col + 1 last_col = startcol + cell.mergeend + 1 for row in range(first_row, last_row + 1): for col in range(first_col, last_col + 1): if row == first_row and col == first_col: # Ignore first cell. It is already handled. continue xcell = wks.cell(column=col, row=row) for k, v in style_kwargs.items(): setattr(xcell, k, v) class _OpenpyxlReader(_BaseExcelReader): def __init__(self, filepath_or_buffer: FilePathOrBuffer) -> None: """ Reader using openpyxl engine. Parameters ---------- filepath_or_buffer : string, path object or Workbook Object to be parsed. """ import_optional_dependency("openpyxl") super().__init__(filepath_or_buffer) @property def _workbook_class(self): from openpyxl import Workbook return Workbook def load_workbook(self, filepath_or_buffer: FilePathOrBuffer): from openpyxl import load_workbook return load_workbook( filepath_or_buffer, read_only=True, data_only=True, keep_links=False ) def close(self): # https://stackoverflow.com/questions/31416842/ # openpyxl-does-not-close-excel-workbook-in-read-only-mode self.book.close() @property def sheet_names(self) -> List[str]: return self.book.sheetnames def get_sheet_by_name(self, name: str): return self.book[name] def get_sheet_by_index(self, index: int): return self.book.worksheets[index] def _convert_cell(self, cell, convert_float: bool) -> Scalar: # TODO: replace with openpyxl constants if cell.is_date: return cell.value elif cell.data_type == "e": return np.nan elif cell.data_type == "b": return bool(cell.value) elif cell.value is None: return "" # compat with xlrd elif cell.data_type == "n": # GH5394 if convert_float: val = int(cell.value) if val == cell.value: return val else: return float(cell.value) return cell.value def get_sheet_data(self, sheet, convert_float: bool) -> List[List[Scalar]]: data: List[List[Scalar]] = [] for row in sheet.rows: data.append([self._convert_cell(cell, convert_float) for cell in row]) return data