from __future__ import annotations

from abc import ABC, abstractmethod
import itertools as it
import re
from scipy.optimize import linear_sum_assignment
from scipy.spatial.distance import cdist

from manimlib.constants import WHITE
from manimlib.logger import log
from manimlib.mobject.svg.svg_mobject import SVGMobject
from manimlib.mobject.types.vectorized_mobject import VGroup
from manimlib.utils.color import color_to_rgb
from manimlib.utils.color import rgb_to_hex
from manimlib.utils.config_ops import digest_config

from typing import TYPE_CHECKING

if TYPE_CHECKING:
    from colour import Color
    from typing import Callable, Iterable, Union

    ManimColor = Union[str, Color]
    Span = tuple[int, int]
    Selector = Union[
        str,
        re.Pattern,
        tuple[Union[int, None], Union[int, None]],
        Iterable[Union[
            str,
            re.Pattern,
            tuple[Union[int, None], Union[int, None]]
        ]]
    ]


class StringMobject(SVGMobject, ABC):
    """
    An abstract base class for `MTex` and `MarkupText`

    This class aims to optimize the logic of "slicing submobjects
    via substrings". This could be much clearer and more user-friendly
    than slicing through numerical indices explicitly.

    Users are expected to specify substrings in `isolate` parameter
    if they want to do anything with their corresponding submobjects.
    `isolate` parameter can be either a string, a `re.Pattern` object,
    or a 2-tuple containing integers or None, or a collection of the above.
    Note, substrings specified cannot *partly* overlap with each other.

    Each instance of `StringMobject` generates 2 svg files.
    The additional one is generated with some color commands inserted,
    so that each submobject of the original `SVGMobject` will be labelled
    by the color of its paired submobject from the additional `SVGMobject`.
    """
    CONFIG = {
        "height": None,
        "stroke_width": 0,
        "stroke_color": WHITE,
        "path_string_config": {
            "should_subdivide_sharp_curves": True,
            "should_remove_null_curves": True,
        },
        "base_color": WHITE,
        "isolate": (),
        "protect": (),
    }

    def __init__(self, string: str, **kwargs):
        self.string = string
        digest_config(self, kwargs)
        if self.base_color is None:
            self.base_color = WHITE

        self.parse()
        super().__init__(**kwargs)
        self.labels = [submob.label for submob in self.submobjects]

    def get_file_path(self) -> str:
        original_content = self.get_content(is_labelled=False)
        return self.get_file_path_by_content(original_content)

    @abstractmethod
    def get_file_path_by_content(self, content: str) -> str:
        return ""

    def generate_mobject(self) -> None:
        super().generate_mobject()

        labels_count = len(self.labelled_spans)
        if labels_count == 1:
            for submob in self.submobjects:
                submob.label = 0
            return

        labelled_content = self.get_content(is_labelled=True)
        file_path = self.get_file_path_by_content(labelled_content)
        labelled_svg = SVGMobject(file_path)
        if len(self.submobjects) != len(labelled_svg.submobjects):
            log.warning(
                "Cannot align submobjects of the labelled svg "
                "to the original svg. Skip the labelling process."
            )
            for submob in self.submobjects:
                submob.label = 0
            return

        self.rearrange_submobjects_by_positions(labelled_svg)
        unrecognizable_colors = []
        for submob, labelled_svg_submob in zip(
            self.submobjects, labelled_svg.submobjects
        ):
            label = self.hex_to_int(self.color_to_hex(
                labelled_svg_submob.get_fill_color()
            ))
            if label >= labels_count:
                unrecognizable_colors.append(label)
                label = 0
            submob.label = label
        if unrecognizable_colors:
            log.warning(
                "Unrecognizable color labels detected (%s). "
                "The result could be unexpected.",
                ", ".join([
                    self.int_to_hex(color)
                    for color in unrecognizable_colors
                ])
            )

    def rearrange_submobjects_by_positions(
        self, labelled_svg: SVGMobject
    ) -> None:
        # Rearrange submobjects of `labelled_svg` so that
        # each submobject is labelled by the nearest one of `labelled_svg`.
        # The correctness cannot be ensured, since the svg may
        # change significantly after inserting color commands.
        if not labelled_svg.submobjects:
            return

        bb_0 = self.get_bounding_box()
        bb_1 = labelled_svg.get_bounding_box()
        scale_factor = abs((bb_0[2] - bb_0[0]) / (bb_1[2] - bb_1[0]))
        labelled_svg.move_to(self).scale(scale_factor)

        distance_matrix = cdist(
            [submob.get_center() for submob in self.submobjects],
            [submob.get_center() for submob in labelled_svg.submobjects]
        )
        _, indices = linear_sum_assignment(distance_matrix)
        labelled_svg.set_submobjects([
            labelled_svg.submobjects[index]
            for index in indices
        ])

    # Toolkits

    def find_spans_by_selector(self, selector: Selector) -> list[Span]:
        def find_spans_by_single_selector(sel):
            if isinstance(sel, str):
                return [
                    match_obj.span()
                    for match_obj in re.finditer(re.escape(sel), self.string)
                ]
            if isinstance(sel, re.Pattern):
                return [
                    match_obj.span()
                    for match_obj in sel.finditer(self.string)
                ]
            if isinstance(sel, tuple) and len(sel) == 2 and all(
                isinstance(index, int) or index is None
                for index in sel
            ):
                l = len(self.string)
                span = tuple(
                    default_index if index is None else
                    min(index, l) if index >= 0 else max(index + l, 0)
                    for index, default_index in zip(sel, (0, l))
                )
                return [span]
            return None

        result = find_spans_by_single_selector(selector)
        if result is None:
            result = []
            for sel in selector:
                spans = find_spans_by_single_selector(sel)
                if spans is None:
                    raise TypeError(f"Invalid selector: '{sel}'")
                result.extend(spans)
        return list(filter(lambda span: span[0] <= span[1], result))

    @staticmethod
    def span_contains(span_0: Span, span_1: Span) -> bool:
        return span_0[0] <= span_1[0] and span_0[1] >= span_1[1]

    @staticmethod
    def color_to_hex(color: ManimColor) -> str:
        return rgb_to_hex(color_to_rgb(color))

    @staticmethod
    def hex_to_int(rgb_hex: str) -> int:
        return int(rgb_hex[1:], 16)

    @staticmethod
    def int_to_hex(rgb_int: int) -> str:
        return f"#{rgb_int:06x}".upper()

    # Parsing

    def parse(self) -> None:
        def get_substr(span: Span) -> str:
            return self.string[slice(*span)]

        configured_items = self.get_configured_items()
        isolated_spans = self.find_spans_by_selector(self.isolate)
        protected_spans = self.find_spans_by_selector(self.protect)
        command_matches = self.get_command_matches(self.string)

        def get_key(category, i, flag):
            def get_span_by_category(category, i):
                if category == 0:
                    return configured_items[i][0]
                if category == 1:
                    return isolated_spans[i]
                if category == 2:
                    return protected_spans[i]
                return command_matches[i].span()

            index, paired_index = get_span_by_category(category, i)[::flag]
            return (
                index,
                flag * (2 if index != paired_index else -1),
                -paired_index,
                flag * category,
                flag * i
            )

        index_items = sorted([
            (category, i, flag)
            for category, item_length in enumerate((
                len(configured_items),
                len(isolated_spans),
                len(protected_spans),
                len(command_matches)
            ))
            for i in range(item_length)
            for flag in (1, -1)
        ], key=lambda t: get_key(*t))

        inserted_items = []
        labelled_items = []

        label = 1
        protect_level = 0
        bracket_stack = [0]
        bracket_count = 0
        open_command_stack = []
        open_stack = []
        for category, i, flag in index_items:
            if category >= 2:
                protect_level += flag
                if flag == 1 or category == 2:
                    continue
                inserted_items.append((i, 0))
                command_match = command_matches[i]
                command_flag = self.get_command_flag(command_match)
                if command_flag == 1:
                    bracket_count += 1
                    bracket_stack.append(bracket_count)
                    open_command_stack.append((len(inserted_items), i))
                    continue
                if command_flag == 0:
                    continue
                pos, i_ = open_command_stack.pop()
                bracket_stack.pop()
                open_command_match = command_matches[i_]
                attr_dict = self.get_attr_dict_from_command_pair(
                    open_command_match, command_match
                )
                if attr_dict is None:
                    continue
                span = (open_command_match.end(), command_match.start())
                labelled_items.append((span, attr_dict))
                inserted_items.insert(pos, (label, 1))
                inserted_items.insert(-1, (label, -1))
                label += 1
                continue
            if flag == 1:
                open_stack.append((
                    len(inserted_items), category, i,
                    protect_level, bracket_stack.copy()
                ))
                continue
            span, attr_dict = configured_items[i] \
                if category == 0 else (isolated_spans[i], {})
            pos, category_, i_, protect_level_, bracket_stack_ \
                = open_stack.pop()
            if category_ != category or i_ != i:
                span_ = configured_items[i_][0] \
                    if category_ == 0 else isolated_spans[i_]
                log.warning(
                    "Partly overlapping substrings detected: '%s' and '%s'",
                    get_substr(span_),
                    get_substr(span)
                )
                continue
            if protect_level_ or protect_level:
                continue
            if bracket_stack_ != bracket_stack:
                log.warning(
                    "Cannot handle substring '%s'", get_substr(span)
                )
                continue
            labelled_items.append((span, attr_dict))
            inserted_items.insert(pos, (label, 1))
            inserted_items.append((label, -1))
            label += 1
        labelled_items.insert(0, ((0, len(self.string)), {}))
        inserted_items.insert(0, (0, 1))
        inserted_items.append((0, -1))

        def reconstruct_string(
            start_item: tuple[int, int],
            end_item: tuple[int, int],
            command_replace_func: Callable[[re.Match], str],
            command_insert_func: Callable[[int, int, dict[str, str]], str]
        ) -> str:
            def get_edge_item(i: int, flag: int) -> tuple[Span, str]:
                if flag == 0:
                    match_obj = command_matches[i]
                    return (
                        match_obj.span(),
                        command_replace_func(match_obj)
                    )
                span, attr_dict = labelled_items[i]
                index = span[flag < 0]
                return (
                    (index, index),
                    command_insert_func(i, flag, attr_dict)
                )

            items = [
                get_edge_item(i, flag)
                for i, flag in inserted_items[slice(
                    inserted_items.index(start_item),
                    inserted_items.index(end_item) + 1
                )]
            ]
            pieces = [
                get_substr((start, end))
                for start, end in zip(
                    [interval_end for (_, interval_end), _ in items[:-1]],
                    [interval_start for (interval_start, _), _ in items[1:]]
                )
            ]
            interval_pieces = [piece for _, piece in items[1:-1]]
            return "".join(it.chain(*zip(pieces, (*interval_pieces, ""))))

        self.labelled_spans = [span for span, _ in labelled_items]
        self.reconstruct_string = reconstruct_string

    def get_content(self, is_labelled: bool) -> str:
        content = self.reconstruct_string(
            (0, 1), (0, -1),
            self.replace_for_content,
            lambda label, flag, attr_dict: self.get_command_string(
                attr_dict,
                is_end=flag < 0,
                label_hex=self.int_to_hex(label) if is_labelled else None
            )
        )
        prefix, suffix = self.get_content_prefix_and_suffix(
            is_labelled=is_labelled
        )
        return "".join([prefix, content, suffix])

    @staticmethod
    @abstractmethod
    def get_command_matches(string: str) -> list[re.Match]:
        return []

    @staticmethod
    @abstractmethod
    def get_command_flag(match_obj: re.Match) -> int:
        return 0

    @staticmethod
    @abstractmethod
    def replace_for_content(match_obj: re.Match) -> str:
        return ""

    @staticmethod
    @abstractmethod
    def replace_for_matching(match_obj: re.Match) -> str:
        return ""

    @staticmethod
    @abstractmethod
    def get_attr_dict_from_command_pair(
        open_command: re.Match, close_command: re.Match,
    ) -> dict[str, str] | None:
        return None

    @abstractmethod
    def get_configured_items(self) -> list[tuple[Span, dict[str, str]]]:
        return []

    @staticmethod
    @abstractmethod
    def get_command_string(
        attr_dict: dict[str, str], is_end: bool, label_hex: str | None
    ) -> str:
        return ""

    @abstractmethod
    def get_content_prefix_and_suffix(
        self, is_labelled: bool
    ) -> tuple[str, str]:
        return "", ""

    # Selector

    def get_submob_indices_list_by_span(
        self, arbitrary_span: Span
    ) -> list[int]:
        return [
            submob_index
            for submob_index, label in enumerate(self.labels)
            if self.span_contains(arbitrary_span, self.labelled_spans[label])
        ]

    def get_specified_part_items(self) -> list[tuple[str, list[int]]]:
        return [
            (
                self.string[slice(*span)],
                self.get_submob_indices_list_by_span(span)
            )
            for span in self.labelled_spans[1:]
        ]

    def get_group_part_items(self) -> list[tuple[str, list[int]]]:
        if not self.labels:
            return []

        def get_neighbouring_pairs(vals):
            return list(zip(vals[:-1], vals[1:]))

        range_lens, group_labels = zip(*(
            (len(list(grouper)), val)
            for val, grouper in it.groupby(self.labels)
        ))
        submob_indices_lists = [
            list(range(*submob_range))
            for submob_range in get_neighbouring_pairs(
                [0, *it.accumulate(range_lens)]
            )
        ]
        labelled_spans = self.labelled_spans
        start_items = [
            (group_labels[0], 1),
            *(
                (curr_label, 1)
                if self.span_contains(
                    labelled_spans[prev_label], labelled_spans[curr_label]
                )
                else (prev_label, -1)
                for prev_label, curr_label in get_neighbouring_pairs(
                    group_labels
                )
            )
        ]
        end_items = [
            *(
                (curr_label, -1)
                if self.span_contains(
                    labelled_spans[next_label], labelled_spans[curr_label]
                )
                else (next_label, 1)
                for curr_label, next_label in get_neighbouring_pairs(
                    group_labels
                )
            ),
            (group_labels[-1], -1)
        ]
        group_substrs = [
            re.sub(r"\s+", "", self.reconstruct_string(
                start_item, end_item,
                self.replace_for_matching,
                lambda label, flag, attr_dict: ""
            ))
            for start_item, end_item in zip(start_items, end_items)
        ]
        return list(zip(group_substrs, submob_indices_lists))

    def get_submob_indices_lists_by_selector(
        self, selector: Selector
    ) -> list[list[int]]:
        return list(filter(
            lambda indices_list: indices_list,
            [
                self.get_submob_indices_list_by_span(span)
                for span in self.find_spans_by_selector(selector)
            ]
        ))

    def build_parts_from_indices_lists(
        self, indices_lists: list[list[int]]
    ) -> VGroup:
        return VGroup(*(
            VGroup(*(
                self.submobjects[submob_index]
                for submob_index in indices_list
            ))
            for indices_list in indices_lists
        ))

    def build_groups(self) -> VGroup:
        return self.build_parts_from_indices_lists([
            indices_list
            for _, indices_list in self.get_group_part_items()
        ])

    def select_parts(self, selector: Selector) -> VGroup:
        return self.build_parts_from_indices_lists(
            self.get_submob_indices_lists_by_selector(selector)
        )

    def select_part(self, selector: Selector, index: int = 0) -> VGroup:
        return self.select_parts(selector)[index]

    def set_parts_color(self, selector: Selector, color: ManimColor):
        self.select_parts(selector).set_color(color)
        return self

    def set_parts_color_by_dict(self, color_map: dict[Selector, ManimColor]):
        for selector, color in color_map.items():
            self.set_parts_color(selector, color)
        return self

    def get_string(self) -> str:
        return self.string