File size: 32,994 Bytes
7885a28 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 894 895 896 897 898 899 900 901 902 903 904 905 906 907 908 909 910 911 912 913 914 915 916 917 918 919 920 921 922 923 924 925 926 927 928 929 930 931 932 933 934 935 936 937 938 939 940 941 942 943 944 945 946 947 948 949 950 951 952 953 954 955 956 957 958 959 960 961 962 963 |
"""
Utilities for conversion to writer-agnostic Excel representation.
"""
from __future__ import annotations
from collections.abc import (
Hashable,
Iterable,
Mapping,
Sequence,
)
import functools
import itertools
import re
from typing import (
TYPE_CHECKING,
Any,
Callable,
cast,
)
import warnings
import numpy as np
from pandas._libs.lib import is_list_like
from pandas.util._decorators import doc
from pandas.util._exceptions import find_stack_level
from pandas.core.dtypes import missing
from pandas.core.dtypes.common import (
is_float,
is_scalar,
)
from pandas import (
DataFrame,
Index,
MultiIndex,
PeriodIndex,
)
import pandas.core.common as com
from pandas.core.shared_docs import _shared_docs
from pandas.io.formats._color_data import CSS4_COLORS
from pandas.io.formats.css import (
CSSResolver,
CSSWarning,
)
from pandas.io.formats.format import get_level_lengths
from pandas.io.formats.printing import pprint_thing
if TYPE_CHECKING:
from pandas._typing import (
FilePath,
IndexLabel,
StorageOptions,
WriteExcelBuffer,
)
from pandas import ExcelWriter
class ExcelCell:
__fields__ = ("row", "col", "val", "style", "mergestart", "mergeend")
__slots__ = __fields__
def __init__(
self,
row: int,
col: int,
val,
style=None,
mergestart: int | None = None,
mergeend: int | None = None,
) -> None:
self.row = row
self.col = col
self.val = val
self.style = style
self.mergestart = mergestart
self.mergeend = mergeend
class CssExcelCell(ExcelCell):
def __init__(
self,
row: int,
col: int,
val,
style: dict | None,
css_styles: dict[tuple[int, int], list[tuple[str, Any]]] | None,
css_row: int,
css_col: int,
css_converter: Callable | None,
**kwargs,
) -> None:
if css_styles and css_converter:
# Use dict to get only one (case-insensitive) declaration per property
declaration_dict = {
prop.lower(): val for prop, val in css_styles[css_row, css_col]
}
# Convert to frozenset for order-invariant caching
unique_declarations = frozenset(declaration_dict.items())
style = css_converter(unique_declarations)
super().__init__(row=row, col=col, val=val, style=style, **kwargs)
class CSSToExcelConverter:
"""
A callable for converting CSS declarations to ExcelWriter styles
Supports parts of CSS 2.2, with minimal CSS 3.0 support (e.g. text-shadow),
focusing on font styling, backgrounds, borders and alignment.
Operates by first computing CSS styles in a fairly generic
way (see :meth:`compute_css`) then determining Excel style
properties from CSS properties (see :meth:`build_xlstyle`).
Parameters
----------
inherited : str, optional
CSS declarations understood to be the containing scope for the
CSS processed by :meth:`__call__`.
"""
NAMED_COLORS = CSS4_COLORS
VERTICAL_MAP = {
"top": "top",
"text-top": "top",
"middle": "center",
"baseline": "bottom",
"bottom": "bottom",
"text-bottom": "bottom",
# OpenXML also has 'justify', 'distributed'
}
BOLD_MAP = {
"bold": True,
"bolder": True,
"600": True,
"700": True,
"800": True,
"900": True,
"normal": False,
"lighter": False,
"100": False,
"200": False,
"300": False,
"400": False,
"500": False,
}
ITALIC_MAP = {
"normal": False,
"italic": True,
"oblique": True,
}
FAMILY_MAP = {
"serif": 1, # roman
"sans-serif": 2, # swiss
"cursive": 4, # script
"fantasy": 5, # decorative
}
BORDER_STYLE_MAP = {
style.lower(): style
for style in [
"dashed",
"mediumDashDot",
"dashDotDot",
"hair",
"dotted",
"mediumDashDotDot",
"double",
"dashDot",
"slantDashDot",
"mediumDashed",
]
}
# NB: Most of the methods here could be classmethods, as only __init__
# and __call__ make use of instance attributes. We leave them as
# instancemethods so that users can easily experiment with extensions
# without monkey-patching.
inherited: dict[str, str] | None
def __init__(self, inherited: str | None = None) -> None:
if inherited is not None:
self.inherited = self.compute_css(inherited)
else:
self.inherited = None
# We should avoid cache on the __call__ method.
# Otherwise once the method __call__ has been called
# garbage collection no longer deletes the instance.
self._call_cached = functools.cache(self._call_uncached)
compute_css = CSSResolver()
def __call__(
self, declarations: str | frozenset[tuple[str, str]]
) -> dict[str, dict[str, str]]:
"""
Convert CSS declarations to ExcelWriter style.
Parameters
----------
declarations : str | frozenset[tuple[str, str]]
CSS string or set of CSS declaration tuples.
e.g. "font-weight: bold; background: blue" or
{("font-weight", "bold"), ("background", "blue")}
Returns
-------
xlstyle : dict
A style as interpreted by ExcelWriter when found in
ExcelCell.style.
"""
return self._call_cached(declarations)
def _call_uncached(
self, declarations: str | frozenset[tuple[str, str]]
) -> dict[str, dict[str, str]]:
properties = self.compute_css(declarations, self.inherited)
return self.build_xlstyle(properties)
def build_xlstyle(self, props: Mapping[str, str]) -> dict[str, dict[str, str]]:
out = {
"alignment": self.build_alignment(props),
"border": self.build_border(props),
"fill": self.build_fill(props),
"font": self.build_font(props),
"number_format": self.build_number_format(props),
}
# TODO: handle cell width and height: needs support in pandas.io.excel
def remove_none(d: dict[str, str | None]) -> None:
"""Remove key where value is None, through nested dicts"""
for k, v in list(d.items()):
if v is None:
del d[k]
elif isinstance(v, dict):
remove_none(v)
if not v:
del d[k]
remove_none(out)
return out
def build_alignment(self, props: Mapping[str, str]) -> dict[str, bool | str | None]:
# TODO: text-indent, padding-left -> alignment.indent
return {
"horizontal": props.get("text-align"),
"vertical": self._get_vertical_alignment(props),
"wrap_text": self._get_is_wrap_text(props),
}
def _get_vertical_alignment(self, props: Mapping[str, str]) -> str | None:
vertical_align = props.get("vertical-align")
if vertical_align:
return self.VERTICAL_MAP.get(vertical_align)
return None
def _get_is_wrap_text(self, props: Mapping[str, str]) -> bool | None:
if props.get("white-space") is None:
return None
return bool(props["white-space"] not in ("nowrap", "pre", "pre-line"))
def build_border(
self, props: Mapping[str, str]
) -> dict[str, dict[str, str | None]]:
return {
side: {
"style": self._border_style(
props.get(f"border-{side}-style"),
props.get(f"border-{side}-width"),
self.color_to_excel(props.get(f"border-{side}-color")),
),
"color": self.color_to_excel(props.get(f"border-{side}-color")),
}
for side in ["top", "right", "bottom", "left"]
}
def _border_style(self, style: str | None, width: str | None, color: str | None):
# convert styles and widths to openxml, one of:
# 'dashDot'
# 'dashDotDot'
# 'dashed'
# 'dotted'
# 'double'
# 'hair'
# 'medium'
# 'mediumDashDot'
# 'mediumDashDotDot'
# 'mediumDashed'
# 'slantDashDot'
# 'thick'
# 'thin'
if width is None and style is None and color is None:
# Return None will remove "border" from style dictionary
return None
if width is None and style is None:
# Return "none" will keep "border" in style dictionary
return "none"
if style in ("none", "hidden"):
return "none"
width_name = self._get_width_name(width)
if width_name is None:
return "none"
if style in (None, "groove", "ridge", "inset", "outset", "solid"):
# not handled
return width_name
if style == "double":
return "double"
if style == "dotted":
if width_name in ("hair", "thin"):
return "dotted"
return "mediumDashDotDot"
if style == "dashed":
if width_name in ("hair", "thin"):
return "dashed"
return "mediumDashed"
elif style in self.BORDER_STYLE_MAP:
# Excel-specific styles
return self.BORDER_STYLE_MAP[style]
else:
warnings.warn(
f"Unhandled border style format: {repr(style)}",
CSSWarning,
stacklevel=find_stack_level(),
)
return "none"
def _get_width_name(self, width_input: str | None) -> str | None:
width = self._width_to_float(width_input)
if width < 1e-5:
return None
elif width < 1.3:
return "thin"
elif width < 2.8:
return "medium"
return "thick"
def _width_to_float(self, width: str | None) -> float:
if width is None:
width = "2pt"
return self._pt_to_float(width)
def _pt_to_float(self, pt_string: str) -> float:
assert pt_string.endswith("pt")
return float(pt_string.rstrip("pt"))
def build_fill(self, props: Mapping[str, str]):
# TODO: perhaps allow for special properties
# -excel-pattern-bgcolor and -excel-pattern-type
fill_color = props.get("background-color")
if fill_color not in (None, "transparent", "none"):
return {"fgColor": self.color_to_excel(fill_color), "patternType": "solid"}
def build_number_format(self, props: Mapping[str, str]) -> dict[str, str | None]:
fc = props.get("number-format")
fc = fc.replace("§", ";") if isinstance(fc, str) else fc
return {"format_code": fc}
def build_font(
self, props: Mapping[str, str]
) -> dict[str, bool | float | str | None]:
font_names = self._get_font_names(props)
decoration = self._get_decoration(props)
return {
"name": font_names[0] if font_names else None,
"family": self._select_font_family(font_names),
"size": self._get_font_size(props),
"bold": self._get_is_bold(props),
"italic": self._get_is_italic(props),
"underline": ("single" if "underline" in decoration else None),
"strike": ("line-through" in decoration) or None,
"color": self.color_to_excel(props.get("color")),
# shadow if nonzero digit before shadow color
"shadow": self._get_shadow(props),
}
def _get_is_bold(self, props: Mapping[str, str]) -> bool | None:
weight = props.get("font-weight")
if weight:
return self.BOLD_MAP.get(weight)
return None
def _get_is_italic(self, props: Mapping[str, str]) -> bool | None:
font_style = props.get("font-style")
if font_style:
return self.ITALIC_MAP.get(font_style)
return None
def _get_decoration(self, props: Mapping[str, str]) -> Sequence[str]:
decoration = props.get("text-decoration")
if decoration is not None:
return decoration.split()
else:
return ()
def _get_underline(self, decoration: Sequence[str]) -> str | None:
if "underline" in decoration:
return "single"
return None
def _get_shadow(self, props: Mapping[str, str]) -> bool | None:
if "text-shadow" in props:
return bool(re.search("^[^#(]*[1-9]", props["text-shadow"]))
return None
def _get_font_names(self, props: Mapping[str, str]) -> Sequence[str]:
font_names_tmp = re.findall(
r"""(?x)
(
"(?:[^"]|\\")+"
|
'(?:[^']|\\')+'
|
[^'",]+
)(?=,|\s*$)
""",
props.get("font-family", ""),
)
font_names = []
for name in font_names_tmp:
if name[:1] == '"':
name = name[1:-1].replace('\\"', '"')
elif name[:1] == "'":
name = name[1:-1].replace("\\'", "'")
else:
name = name.strip()
if name:
font_names.append(name)
return font_names
def _get_font_size(self, props: Mapping[str, str]) -> float | None:
size = props.get("font-size")
if size is None:
return size
return self._pt_to_float(size)
def _select_font_family(self, font_names: Sequence[str]) -> int | None:
family = None
for name in font_names:
family = self.FAMILY_MAP.get(name)
if family:
break
return family
def color_to_excel(self, val: str | None) -> str | None:
if val is None:
return None
if self._is_hex_color(val):
return self._convert_hex_to_excel(val)
try:
return self.NAMED_COLORS[val]
except KeyError:
warnings.warn(
f"Unhandled color format: {repr(val)}",
CSSWarning,
stacklevel=find_stack_level(),
)
return None
def _is_hex_color(self, color_string: str) -> bool:
return bool(color_string.startswith("#"))
def _convert_hex_to_excel(self, color_string: str) -> str:
code = color_string.lstrip("#")
if self._is_shorthand_color(color_string):
return (code[0] * 2 + code[1] * 2 + code[2] * 2).upper()
else:
return code.upper()
def _is_shorthand_color(self, color_string: str) -> bool:
"""Check if color code is shorthand.
#FFF is a shorthand as opposed to full #FFFFFF.
"""
code = color_string.lstrip("#")
if len(code) == 3:
return True
elif len(code) == 6:
return False
else:
raise ValueError(f"Unexpected color {color_string}")
class ExcelFormatter:
"""
Class for formatting a DataFrame to a list of ExcelCells,
Parameters
----------
df : DataFrame or Styler
na_rep: na representation
float_format : str, default None
Format string for floating point numbers
cols : sequence, optional
Columns to write
header : bool or sequence of str, default True
Write out column names. If a list of string is given it is
assumed to be aliases for the column names
index : bool, default True
output row names (index)
index_label : str or sequence, default None
Column label for index column(s) if desired. If None is given, and
`header` and `index` are True, then the index names are used. A
sequence should be given if the DataFrame uses MultiIndex.
merge_cells : bool, default False
Format MultiIndex and Hierarchical Rows as merged cells.
inf_rep : str, default `'inf'`
representation for np.inf values (which aren't representable in Excel)
A `'-'` sign will be added in front of -inf.
style_converter : callable, optional
This translates Styler styles (CSS) into ExcelWriter styles.
Defaults to ``CSSToExcelConverter()``.
It should have signature css_declarations string -> excel style.
This is only called for body cells.
"""
max_rows = 2**20
max_cols = 2**14
def __init__(
self,
df,
na_rep: str = "",
float_format: str | None = None,
cols: Sequence[Hashable] | None = None,
header: Sequence[Hashable] | bool = True,
index: bool = True,
index_label: IndexLabel | None = None,
merge_cells: bool = False,
inf_rep: str = "inf",
style_converter: Callable | None = None,
) -> None:
self.rowcounter = 0
self.na_rep = na_rep
if not isinstance(df, DataFrame):
self.styler = df
self.styler._compute() # calculate applied styles
df = df.data
if style_converter is None:
style_converter = CSSToExcelConverter()
self.style_converter: Callable | None = style_converter
else:
self.styler = None
self.style_converter = None
self.df = df
if cols is not None:
# all missing, raise
if not len(Index(cols).intersection(df.columns)):
raise KeyError("passes columns are not ALL present dataframe")
if len(Index(cols).intersection(df.columns)) != len(set(cols)):
# Deprecated in GH#17295, enforced in 1.0.0
raise KeyError("Not all names specified in 'columns' are found")
self.df = df.reindex(columns=cols)
self.columns = self.df.columns
self.float_format = float_format
self.index = index
self.index_label = index_label
self.header = header
self.merge_cells = merge_cells
self.inf_rep = inf_rep
@property
def header_style(self) -> dict[str, dict[str, str | bool]]:
return {
"font": {"bold": True},
"borders": {
"top": "thin",
"right": "thin",
"bottom": "thin",
"left": "thin",
},
"alignment": {"horizontal": "center", "vertical": "top"},
}
def _format_value(self, val):
if is_scalar(val) and missing.isna(val):
val = self.na_rep
elif is_float(val):
if missing.isposinf_scalar(val):
val = self.inf_rep
elif missing.isneginf_scalar(val):
val = f"-{self.inf_rep}"
elif self.float_format is not None:
val = float(self.float_format % val)
if getattr(val, "tzinfo", None) is not None:
raise ValueError(
"Excel does not support datetimes with "
"timezones. Please ensure that datetimes "
"are timezone unaware before writing to Excel."
)
return val
def _format_header_mi(self) -> Iterable[ExcelCell]:
if self.columns.nlevels > 1:
if not self.index:
raise NotImplementedError(
"Writing to Excel with MultiIndex columns and no "
"index ('index'=False) is not yet implemented."
)
if not (self._has_aliases or self.header):
return
columns = self.columns
level_strs = columns._format_multi(
sparsify=self.merge_cells, include_names=False
)
level_lengths = get_level_lengths(level_strs)
coloffset = 0
lnum = 0
if self.index and isinstance(self.df.index, MultiIndex):
coloffset = len(self.df.index[0]) - 1
if self.merge_cells:
# Format multi-index as a merged cells.
for lnum, name in enumerate(columns.names):
yield ExcelCell(
row=lnum,
col=coloffset,
val=name,
style=self.header_style,
)
for lnum, (spans, levels, level_codes) in enumerate(
zip(level_lengths, columns.levels, columns.codes)
):
values = levels.take(level_codes)
for i, span_val in spans.items():
mergestart, mergeend = None, None
if span_val > 1:
mergestart, mergeend = lnum, coloffset + i + span_val
yield CssExcelCell(
row=lnum,
col=coloffset + i + 1,
val=values[i],
style=self.header_style,
css_styles=getattr(self.styler, "ctx_columns", None),
css_row=lnum,
css_col=i,
css_converter=self.style_converter,
mergestart=mergestart,
mergeend=mergeend,
)
else:
# Format in legacy format with dots to indicate levels.
for i, values in enumerate(zip(*level_strs)):
v = ".".join(map(pprint_thing, values))
yield CssExcelCell(
row=lnum,
col=coloffset + i + 1,
val=v,
style=self.header_style,
css_styles=getattr(self.styler, "ctx_columns", None),
css_row=lnum,
css_col=i,
css_converter=self.style_converter,
)
self.rowcounter = lnum
def _format_header_regular(self) -> Iterable[ExcelCell]:
if self._has_aliases or self.header:
coloffset = 0
if self.index:
coloffset = 1
if isinstance(self.df.index, MultiIndex):
coloffset = len(self.df.index.names)
colnames = self.columns
if self._has_aliases:
self.header = cast(Sequence, self.header)
if len(self.header) != len(self.columns):
raise ValueError(
f"Writing {len(self.columns)} cols "
f"but got {len(self.header)} aliases"
)
colnames = self.header
for colindex, colname in enumerate(colnames):
yield CssExcelCell(
row=self.rowcounter,
col=colindex + coloffset,
val=colname,
style=self.header_style,
css_styles=getattr(self.styler, "ctx_columns", None),
css_row=0,
css_col=colindex,
css_converter=self.style_converter,
)
def _format_header(self) -> Iterable[ExcelCell]:
gen: Iterable[ExcelCell]
if isinstance(self.columns, MultiIndex):
gen = self._format_header_mi()
else:
gen = self._format_header_regular()
gen2: Iterable[ExcelCell] = ()
if self.df.index.names:
row = [x if x is not None else "" for x in self.df.index.names] + [
""
] * len(self.columns)
if functools.reduce(lambda x, y: x and y, (x != "" for x in row)):
gen2 = (
ExcelCell(self.rowcounter, colindex, val, self.header_style)
for colindex, val in enumerate(row)
)
self.rowcounter += 1
return itertools.chain(gen, gen2)
def _format_body(self) -> Iterable[ExcelCell]:
if isinstance(self.df.index, MultiIndex):
return self._format_hierarchical_rows()
else:
return self._format_regular_rows()
def _format_regular_rows(self) -> Iterable[ExcelCell]:
if self._has_aliases or self.header:
self.rowcounter += 1
# output index and index_label?
if self.index:
# check aliases
# if list only take first as this is not a MultiIndex
if self.index_label and isinstance(
self.index_label, (list, tuple, np.ndarray, Index)
):
index_label = self.index_label[0]
# if string good to go
elif self.index_label and isinstance(self.index_label, str):
index_label = self.index_label
else:
index_label = self.df.index.names[0]
if isinstance(self.columns, MultiIndex):
self.rowcounter += 1
if index_label and self.header is not False:
yield ExcelCell(self.rowcounter - 1, 0, index_label, self.header_style)
# write index_values
index_values = self.df.index
if isinstance(self.df.index, PeriodIndex):
index_values = self.df.index.to_timestamp()
for idx, idxval in enumerate(index_values):
yield CssExcelCell(
row=self.rowcounter + idx,
col=0,
val=idxval,
style=self.header_style,
css_styles=getattr(self.styler, "ctx_index", None),
css_row=idx,
css_col=0,
css_converter=self.style_converter,
)
coloffset = 1
else:
coloffset = 0
yield from self._generate_body(coloffset)
def _format_hierarchical_rows(self) -> Iterable[ExcelCell]:
if self._has_aliases or self.header:
self.rowcounter += 1
gcolidx = 0
if self.index:
index_labels = self.df.index.names
# check for aliases
if self.index_label and isinstance(
self.index_label, (list, tuple, np.ndarray, Index)
):
index_labels = self.index_label
# MultiIndex columns require an extra row
# with index names (blank if None) for
# unambiguous round-trip, unless not merging,
# in which case the names all go on one row Issue #11328
if isinstance(self.columns, MultiIndex) and self.merge_cells:
self.rowcounter += 1
# if index labels are not empty go ahead and dump
if com.any_not_none(*index_labels) and self.header is not False:
for cidx, name in enumerate(index_labels):
yield ExcelCell(self.rowcounter - 1, cidx, name, self.header_style)
if self.merge_cells:
# Format hierarchical rows as merged cells.
level_strs = self.df.index._format_multi(
sparsify=True, include_names=False
)
level_lengths = get_level_lengths(level_strs)
for spans, levels, level_codes in zip(
level_lengths, self.df.index.levels, self.df.index.codes
):
values = levels.take(
level_codes,
allow_fill=levels._can_hold_na,
fill_value=levels._na_value,
)
for i, span_val in spans.items():
mergestart, mergeend = None, None
if span_val > 1:
mergestart = self.rowcounter + i + span_val - 1
mergeend = gcolidx
yield CssExcelCell(
row=self.rowcounter + i,
col=gcolidx,
val=values[i],
style=self.header_style,
css_styles=getattr(self.styler, "ctx_index", None),
css_row=i,
css_col=gcolidx,
css_converter=self.style_converter,
mergestart=mergestart,
mergeend=mergeend,
)
gcolidx += 1
else:
# Format hierarchical rows with non-merged values.
for indexcolvals in zip(*self.df.index):
for idx, indexcolval in enumerate(indexcolvals):
yield CssExcelCell(
row=self.rowcounter + idx,
col=gcolidx,
val=indexcolval,
style=self.header_style,
css_styles=getattr(self.styler, "ctx_index", None),
css_row=idx,
css_col=gcolidx,
css_converter=self.style_converter,
)
gcolidx += 1
yield from self._generate_body(gcolidx)
@property
def _has_aliases(self) -> bool:
"""Whether the aliases for column names are present."""
return is_list_like(self.header)
def _generate_body(self, coloffset: int) -> Iterable[ExcelCell]:
# Write the body of the frame data series by series.
for colidx in range(len(self.columns)):
series = self.df.iloc[:, colidx]
for i, val in enumerate(series):
yield CssExcelCell(
row=self.rowcounter + i,
col=colidx + coloffset,
val=val,
style=None,
css_styles=getattr(self.styler, "ctx", None),
css_row=i,
css_col=colidx,
css_converter=self.style_converter,
)
def get_formatted_cells(self) -> Iterable[ExcelCell]:
for cell in itertools.chain(self._format_header(), self._format_body()):
cell.val = self._format_value(cell.val)
yield cell
@doc(storage_options=_shared_docs["storage_options"])
def write(
self,
writer: FilePath | WriteExcelBuffer | ExcelWriter,
sheet_name: str = "Sheet1",
startrow: int = 0,
startcol: int = 0,
freeze_panes: tuple[int, int] | None = None,
engine: str | None = None,
storage_options: StorageOptions | None = None,
engine_kwargs: dict | None = None,
) -> None:
"""
writer : path-like, file-like, or ExcelWriter object
File path or existing ExcelWriter
sheet_name : str, default 'Sheet1'
Name of sheet which will contain DataFrame
startrow :
upper left cell row to dump data frame
startcol :
upper left cell column to dump data frame
freeze_panes : tuple of integer (length 2), default None
Specifies the one-based bottommost row and rightmost column that
is to be frozen
engine : string, default None
write engine to use if writer is a path - you can also set this
via the options ``io.excel.xlsx.writer``,
or ``io.excel.xlsm.writer``.
{storage_options}
engine_kwargs: dict, optional
Arbitrary keyword arguments passed to excel engine.
"""
from pandas.io.excel import ExcelWriter
num_rows, num_cols = self.df.shape
if num_rows > self.max_rows or num_cols > self.max_cols:
raise ValueError(
f"This sheet is too large! Your sheet size is: {num_rows}, {num_cols} "
f"Max sheet size is: {self.max_rows}, {self.max_cols}"
)
if engine_kwargs is None:
engine_kwargs = {}
formatted_cells = self.get_formatted_cells()
if isinstance(writer, ExcelWriter):
need_save = False
else:
writer = ExcelWriter(
writer,
engine=engine,
storage_options=storage_options,
engine_kwargs=engine_kwargs,
)
need_save = True
try:
writer._write_cells(
formatted_cells,
sheet_name,
startrow=startrow,
startcol=startcol,
freeze_panes=freeze_panes,
)
finally:
# make sure to close opened file handles
if need_save:
writer.close()
|