yichael
/
image-match


			
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							# mypy: ignore-errors
from __future__ import annotations

import itertools
import railroad
import pyparsing
import dataclasses
import typing
from typing import (
    Generic,
    TypeVar,
    Callable,
    Iterable,
)
from jinja2 import Template
from io import StringIO
import inspect
import re


jinja2_template_source = """\
{% if not embed %}
<!DOCTYPE html>
<html>
<head>
{% endif %}
    {% if not head %}
        <style>
            .railroad-heading {
                font-family: monospace;
            }
        </style>
    {% else %}
        {{ head | safe }}
    {% endif %}
{% if not embed %}
</head>
<body>
{% endif %}
<meta charset="UTF-8"/>
{{ body | safe }}
{% for diagram in diagrams %}
    <div class="railroad-group">
        <h1 class="railroad-heading" id="{{ diagram.bookmark }}">{{ diagram.title }}</h1>
        <div class="railroad-description">{{ diagram.text }}</div>
        <div class="railroad-svg">
            {{ diagram.svg }}
        </div>
    </div>
{% endfor %}
{% if not embed %}
</body>
</html>
{% endif %}
"""

template = Template(jinja2_template_source)


_bookmark_lookup = {}
_bookmark_ids = itertools.count(start=1)

def _make_bookmark(s: str) -> str:
    """
    Converts a string into a valid HTML bookmark (ID or anchor name).
    """
    if s in _bookmark_lookup:
        return _bookmark_lookup[s]

    # Replace invalid characters with hyphens and ensure only valid characters
    bookmark = re.sub(r'[^a-zA-Z0-9-]+', '-', s)

    # Ensure it starts with a letter by adding 'z' if necessary
    if not bookmark[:1].isalpha():
        bookmark = f"z{bookmark}"

    # Convert to lowercase and strip hyphens
    bookmark = bookmark.lower().strip('-')

    _bookmark_lookup[s] = bookmark = f"{bookmark}-{next(_bookmark_ids):04d}"

    return bookmark


def _collapse_verbose_regex(regex_str: str) -> str:
    if "\n" not in regex_str:
        return regex_str
    collapsed = pyparsing.Regex(r"#.*$").suppress().transform_string(regex_str)
    collapsed = re.sub(r"\s*\n\s*", "", collapsed)
    return collapsed


@dataclasses.dataclass
class NamedDiagram:
    """
    A simple structure for associating a name with a railroad diagram
    """

    name: str
    index: int
    diagram: railroad.DiagramItem = None

    @property
    def bookmark(self):
        bookmark = _make_bookmark(self.name)
        return bookmark


T = TypeVar("T")


class EachItem(railroad.Group):
    """
    Custom railroad item to compose a:

    - :class:`railroad.Group` containing a

      - :class:`railroad.OneOrMore` containing a

        - :class:`railroad.Choice` of the elements in the
          :class:`railroad.Each`

    with the group label indicating that all must be matched
    """

    all_label = "[ALL]"

    def __init__(self, *items) -> None:
        choice_item = railroad.Choice(len(items) - 1, *items)
        one_or_more_item = railroad.OneOrMore(item=choice_item)
        super().__init__(one_or_more_item, label=self.all_label)


class AnnotatedItem(railroad.Group):
    """
    Simple subclass of Group that creates an annotation label
    """

    def __init__(self, label: str, item) -> None:
        super().__init__(item=item, label=f"[{label}]" if label else "")


class EditablePartial(Generic[T]):
    """
    Acts like a functools.partial, but can be edited. In other words, it represents a type that hasn't yet been
    constructed.
    """

    # We need this here because the railroad constructors actually transform the data, so can't be called until the
    # entire tree is assembled

    def __init__(self, func: Callable[..., T], args: list, kwargs: dict) -> None:
        self.func = func
        self.args = args
        self.kwargs = kwargs

    @classmethod
    def from_call(cls, func: Callable[..., T], *args, **kwargs) -> EditablePartial[T]:
        """
        If you call this function in the same way that you would call the constructor,
        it will store the arguments as you expect. For example
        ``EditablePartial.from_call(Fraction, 1, 3)() == Fraction(1, 3)``
        """
        return EditablePartial(func=func, args=list(args), kwargs=kwargs)

    @property
    def name(self):
        return self.kwargs["name"]

    def __call__(self) -> T:
        """
        Evaluate the partial and return the result
        """
        args = self.args.copy()
        kwargs = self.kwargs.copy()

        # This is a helpful hack to allow you to specify varargs parameters (e.g. *args) as keyword args (e.g.
        # args=['list', 'of', 'things'])
        arg_spec = inspect.getfullargspec(self.func)
        if arg_spec.varargs in self.kwargs:
            args += kwargs.pop(arg_spec.varargs)

        return self.func(*args, **kwargs)


def railroad_to_html(diagrams: list[NamedDiagram], embed=False, **kwargs) -> str:
    """
    Given a list of :class:`NamedDiagram`, produce a single HTML string
    that visualises those diagrams.

    :params kwargs: kwargs to be passed in to the template
    """
    data = []
    for diagram in diagrams:
        if diagram.diagram is None:
            continue
        io = StringIO()
        try:
            css = kwargs.get("css")
            diagram.diagram.writeStandalone(io.write, css=css)
        except AttributeError:
            diagram.diagram.writeSvg(io.write)
        title = diagram.name
        if diagram.index == 0:
            title += " (root)"
        data.append(
            {
                "title": title, "text": "", "svg": io.getvalue(), "bookmark": diagram.bookmark
            }
        )

    return template.render(diagrams=data, embed=embed, **kwargs)


def resolve_partial(partial: EditablePartial[T]) -> T:
    """
    Recursively resolves a collection of Partials into whatever type they are
    """
    if isinstance(partial, EditablePartial):
        partial.args = resolve_partial(partial.args)
        partial.kwargs = resolve_partial(partial.kwargs)
        return partial()
    elif isinstance(partial, list):
        return [resolve_partial(x) for x in partial]
    elif isinstance(partial, dict):
        return {key: resolve_partial(x) for key, x in partial.items()}
    else:
        return partial


def to_railroad(
    element: pyparsing.ParserElement,
    diagram_kwargs: typing.Optional[dict] = None,
    vertical: int = 3,
    show_results_names: bool = False,
    show_groups: bool = False,
    show_hidden: bool = False,
) -> list[NamedDiagram]:
    """
    Convert a pyparsing element tree into a list of diagrams. This is the recommended entrypoint to diagram
    creation if you want to access the Railroad tree before it is converted to HTML

    :param element: base element of the parser being diagrammed

    :param diagram_kwargs: kwargs to pass to the :meth:`Diagram` constructor

    :param vertical: (optional) int - limit at which number of alternatives
        should be shown vertically instead of horizontally

    :param show_results_names: bool to indicate whether results name
        annotations should be included in the diagram

    :param show_groups: bool to indicate whether groups should be highlighted
        with an unlabeled surrounding box

    :param show_hidden: bool to indicate whether internal elements that are
        typically hidden should be shown
    """
    # Convert the whole tree underneath the root
    lookup = ConverterState(diagram_kwargs=diagram_kwargs or {})
    _to_diagram_element(
        element,
        lookup=lookup,
        parent=None,
        vertical=vertical,
        show_results_names=show_results_names,
        show_groups=show_groups,
        show_hidden=show_hidden,
    )

    root_id = id(element)
    # Convert the root if it hasn't been already
    if root_id in lookup:
        if not element.customName:
            lookup[root_id].name = ""
        lookup[root_id].mark_for_extraction(root_id, lookup, force=True)

    # Now that we're finished, we can convert from intermediate structures into Railroad elements
    diags = list(lookup.diagrams.values())
    if len(diags) > 1:
        # collapse out duplicate diags with the same name
        seen = set()
        deduped_diags = []
        for d in diags:
            # don't extract SkipTo elements, they are uninformative as subdiagrams
            if d.name == "...":
                continue
            if d.name is not None and d.name not in seen:
                seen.add(d.name)
                deduped_diags.append(d)
        resolved = [resolve_partial(partial) for partial in deduped_diags]
    else:
        # special case - if just one diagram, always display it, even if
        # it has no name
        resolved = [resolve_partial(partial) for partial in diags]
    return sorted(resolved, key=lambda diag: diag.index)


def _should_vertical(
    specification: int, exprs: Iterable[pyparsing.ParserElement]
) -> bool:
    """
    Returns true if we should return a vertical list of elements
    """
    if specification is None:
        return False
    else:
        return len(_visible_exprs(exprs)) >= specification


@dataclasses.dataclass
class ElementState:
    """
    State recorded for an individual pyparsing Element
    """

    #: The pyparsing element that this represents
    element: pyparsing.ParserElement
    #: The output Railroad element in an unconverted state
    converted: EditablePartial
    #: The parent Railroad element, which we store so that we can extract this if it's duplicated
    parent: EditablePartial
    #: The order in which we found this element, used for sorting diagrams if this is extracted into a diagram
    number: int
    #: The name of the element
    name: str = None
    #: The index of this inside its parent
    parent_index: typing.Optional[int] = None
    #: If true, we should extract this out into a subdiagram
    extract: bool = False
    #: If true, all of this element's children have been filled out
    complete: bool = False

    def mark_for_extraction(
        self, el_id: int, state: ConverterState, name: str = None, force: bool = False
    ):
        """
        Called when this instance has been seen twice, and thus should eventually be extracted into a sub-diagram
        :param el_id: id of the element
        :param state: element/diagram state tracker
        :param name: name to use for this element's text
        :param force: If true, force extraction now, regardless of the state of this. Only useful for extracting the
        root element when we know we're finished
        """
        self.extract = True

        # Set the name
        if not self.name:
            if name:
                # Allow forcing a custom name
                self.name = name
            elif self.element.customName:
                self.name = self.element.customName
            else:
                self.name = ""

        # Just because this is marked for extraction doesn't mean we can do it yet. We may have to wait for children
        # to be added
        # Also, if this is just a string literal etc, don't bother extracting it
        if force or (self.complete and _worth_extracting(self.element)):
            state.extract_into_diagram(el_id)


class ConverterState:
    """
    Stores some state that persists between recursions into the element tree
    """
    index_generator = itertools.count(start=1)

    def __init__(self, diagram_kwargs: typing.Optional[dict] = None) -> None:
        #: A dictionary mapping ParserElements to state relating to them
        self._element_diagram_states: dict[int, ElementState] = {}
        #: A dictionary mapping ParserElement IDs to subdiagrams generated from them
        self.diagrams: dict[int, EditablePartial[NamedDiagram]] = {}
        #: The index of the next element. This is used for sorting
        self.index: int = 0
        #: Shared kwargs that are used to customize the construction of diagrams
        self.diagram_kwargs: dict = diagram_kwargs or {}
        self.extracted_diagram_names: set[str] = set()

    def __setitem__(self, key: int, value: ElementState):
        self._element_diagram_states[key] = value

    def __getitem__(self, key: int) -> ElementState:
        return self._element_diagram_states[key]

    def __delitem__(self, key: int):
        del self._element_diagram_states[key]

    def __contains__(self, key: int):
        return key in self._element_diagram_states

    def get(self, key, default=None):
        try:
            return self[key]
        except KeyError:
            return default

    def generate_index(self) -> int:
        """
        Generate a number used to index a diagram
        """
        return next(self.index_generator)

    def extract_into_diagram(self, el_id: int):
        """
        Used when we encounter the same token twice in the same tree. When this
        happens, we replace all instances of that token with a terminal, and
        create a new subdiagram for the token
        """
        position = self[el_id]

        # Replace the original definition of this element with a regular block
        if position.parent:
            href = f"#{_make_bookmark(position.name)}"
            ret = EditablePartial.from_call(railroad.NonTerminal, text=position.name, href=href)
            if "item" in position.parent.kwargs:
                position.parent.kwargs["item"] = ret
            elif "items" in position.parent.kwargs:
                position.parent.kwargs["items"][position.parent_index] = ret

        # If the element we're extracting is a group, skip to its content but keep the title
        if position.converted.func == railroad.Group:
            content = position.converted.kwargs["item"]
        else:
            content = position.converted

        self.diagrams[el_id] = EditablePartial.from_call(
            NamedDiagram,
            name=position.name,
            diagram=EditablePartial.from_call(
                railroad.Diagram, content, **self.diagram_kwargs
            ),
            index=position.number,
        )

        del self[el_id]


def _worth_extracting(element: pyparsing.ParserElement) -> bool:
    """
    Returns true if this element is worth having its own sub-diagram. Simply, if any of its children
    themselves have children, then its complex enough to extract
    """
    children = element.recurse()
    return any(child.recurse() for child in children)


def _apply_diagram_item_enhancements(fn):
    """
    decorator to ensure enhancements to a diagram item (such as results name annotations)
    get applied on return from _to_diagram_element (we do this since there are several
    returns in _to_diagram_element)
    """

    def _inner(
        element: pyparsing.ParserElement,
        parent: typing.Optional[EditablePartial],
        lookup: ConverterState = None,
        vertical: int = None,
        index: int = 0,
        name_hint: str = None,
        show_results_names: bool = False,
        show_groups: bool = False,
        show_hidden: bool = False,
    ) -> typing.Optional[EditablePartial]:
        ret = fn(
            element,
            parent,
            lookup,
            vertical,
            index,
            name_hint,
            show_results_names,
            show_groups,
            show_hidden,
        )

        # apply annotation for results name, if present
        if show_results_names and ret is not None:
            element_results_name = element.resultsName
            if element_results_name:
                # add "*" to indicate if this is a "list all results" name
                modal_tag = "" if element.modalResults else "*"
                ret = EditablePartial.from_call(
                    railroad.Group,
                    item=ret,
                    label=f"{repr(element_results_name)}{modal_tag}",
                )

        return ret

    return _inner


def _visible_exprs(exprs: Iterable[pyparsing.ParserElement]):
    non_diagramming_exprs = (
        pyparsing.ParseElementEnhance,
        pyparsing.PositionToken,
        pyparsing.And._ErrorStop,
    )
    return [
        e
        for e in exprs
        if not isinstance(e, non_diagramming_exprs)
    ]


@_apply_diagram_item_enhancements
def _to_diagram_element(
    element: pyparsing.ParserElement,
    parent: typing.Optional[EditablePartial],
    lookup: ConverterState = None,
    vertical: int = None,
    index: int = 0,
    name_hint: str = None,
    show_results_names: bool = False,
    show_groups: bool = False,
    show_hidden: bool = False,
) -> typing.Optional[EditablePartial]:
    """
    Recursively converts a PyParsing Element to a railroad Element
    :param lookup: The shared converter state that keeps track of useful things
    :param index: The index of this element within the parent
    :param parent: The parent of this element in the output tree
    :param vertical: Controls at what point we make a list of elements vertical. If this is an integer (the default),
    it sets the threshold of the number of items before we go vertical. If True, always go vertical, if False, never
    do so
    :param name_hint: If provided, this will override the generated name
    :param show_results_names: bool flag indicating whether to add annotations for results names
    :param show_groups: bool flag indicating whether to show groups using bounding box
    :param show_hidden: bool flag indicating whether to show elements that are typically hidden
    :returns: The converted version of the input element, but as a Partial that hasn't yet been constructed
    """
    exprs = element.recurse()
    name = name_hint or element.customName or type(element).__name__

    # Python's id() is used to provide a unique identifier for elements
    el_id = id(element)

    element_results_name = element.resultsName

    # Here we basically bypass processing certain wrapper elements if they contribute nothing to the diagram
    if not element.customName:
        if isinstance(
            element,
            (
                # pyparsing.TokenConverter,
                pyparsing.Forward,
                pyparsing.Located,
                pyparsing.AtStringStart,
                pyparsing.AtLineStart,
            ),
        ):
            # However, if this element has a useful custom name, and its child does not, we can pass it on to the child
            if exprs:
                if not exprs[0].customName:
                    propagated_name = name
                else:
                    propagated_name = None

                return _to_diagram_element(
                    element.expr,
                    parent=parent,
                    lookup=lookup,
                    vertical=vertical,
                    index=index,
                    name_hint=propagated_name,
                    show_results_names=show_results_names,
                    show_groups=show_groups,
                    show_hidden=show_hidden,
                )

    # If the element isn't worth extracting, we always treat it as the first time we say it
    if _worth_extracting(element):
        looked_up = lookup.get(el_id)
        if looked_up and looked_up.name is not None:
            # If we've seen this element exactly once before, we are only just now finding out that it's a duplicate,
            # so we have to extract it into a new diagram.
            looked_up.mark_for_extraction(el_id, lookup, name=name_hint)
            href = f"#{_make_bookmark(looked_up.name)}"
            ret = EditablePartial.from_call(railroad.NonTerminal, text=looked_up.name, href=href)
            return ret

        elif el_id in lookup.diagrams:
            # If we have seen the element at least twice before, and have already extracted it into a subdiagram, we
            # just put in a marker element that refers to the sub-diagram
            text = lookup.diagrams[el_id].kwargs["name"]
            ret = EditablePartial.from_call(
                railroad.NonTerminal, text=text, href=f"#{_make_bookmark(text)}"
            )
            return ret

    # Recursively convert child elements
    # Here we find the most relevant Railroad element for matching pyparsing Element
    # We use ``items=[]`` here to hold the place for where the child elements will go once created

    # see if this element is normally hidden, and whether hidden elements are desired
    # if not, just return None
    if not element.show_in_diagram and not show_hidden:
        return None

    if isinstance(element, pyparsing.And):
        # detect And's created with ``expr*N`` notation - for these use a OneOrMore with a repeat
        # (all will have the same name, and resultsName)
        if not exprs:
            return None
        if len(set((e.name, e.resultsName) for e in exprs)) == 1 and len(exprs) > 2:
            ret = EditablePartial.from_call(
                railroad.OneOrMore, item="", repeat=str(len(exprs))
            )
        elif _should_vertical(vertical, exprs):
            ret = EditablePartial.from_call(railroad.Stack, items=[])
        else:
            ret = EditablePartial.from_call(railroad.Sequence, items=[])
    elif isinstance(element, (pyparsing.Or, pyparsing.MatchFirst)):
        if not exprs:
            return None
        if _should_vertical(vertical, exprs):
            ret = EditablePartial.from_call(railroad.Choice, 0, items=[])
        else:
            ret = EditablePartial.from_call(railroad.HorizontalChoice, items=[])
    elif isinstance(element, pyparsing.Each):
        if not exprs:
            return None
        ret = EditablePartial.from_call(EachItem, items=[])
    elif isinstance(element, pyparsing.NotAny):
        ret = EditablePartial.from_call(AnnotatedItem, label="NOT", item="")
    elif isinstance(element, pyparsing.FollowedBy):
        ret = EditablePartial.from_call(AnnotatedItem, label="LOOKAHEAD", item="")
    elif isinstance(element, pyparsing.PrecededBy):
        ret = EditablePartial.from_call(AnnotatedItem, label="LOOKBEHIND", item="")
    elif isinstance(element, pyparsing.Group):
        if show_groups:
            ret = EditablePartial.from_call(AnnotatedItem, label="", item="")
        else:
            ret = EditablePartial.from_call(
                railroad.Group, item=None, label=element_results_name
            )
    elif isinstance(element, pyparsing.TokenConverter):
        label = type(element).__name__.lower()
        if label == "tokenconverter":
            ret = EditablePartial.from_call(railroad.Sequence, items=[])
        else:
            ret = EditablePartial.from_call(AnnotatedItem, label=label, item="")
    elif isinstance(element, pyparsing.Opt):
        ret = EditablePartial.from_call(railroad.Optional, item="")
    elif isinstance(element, pyparsing.OneOrMore):
        if element.not_ender is not None:
            args = [
                parent,
                lookup,
                vertical,
                index,
                name_hint,
                show_results_names,
                show_groups,
                show_hidden,
            ]
            return _to_diagram_element(
                (~element.not_ender.expr + element.expr)[1, ...].set_name(element.name),
                *args,
            )
        ret = EditablePartial.from_call(railroad.OneOrMore, item=None)
    elif isinstance(element, pyparsing.ZeroOrMore):
        if element.not_ender is not None:
            args = [
                parent,
                lookup,
                vertical,
                index,
                name_hint,
                show_results_names,
                show_groups,
                show_hidden,
            ]
            return _to_diagram_element(
                (~element.not_ender.expr + element.expr)[...].set_name(element.name),
                *args,
            )
        ret = EditablePartial.from_call(railroad.ZeroOrMore, item="")
    elif isinstance(element, pyparsing.Empty) and not element.customName:
        # Skip unnamed "Empty" elements
        ret = None
    elif isinstance(element, pyparsing.ParseElementEnhance):
        ret = EditablePartial.from_call(railroad.Sequence, items=[])
    elif len(exprs) > 0 and not element_results_name:
        ret = EditablePartial.from_call(railroad.Group, item="", label=name)
    elif isinstance(element, pyparsing.Regex):
        collapsed_patt = _collapse_verbose_regex(element.pattern)
        ret = EditablePartial.from_call(railroad.Terminal, collapsed_patt)
    elif len(exprs) > 0:
        ret = EditablePartial.from_call(railroad.Sequence, items=[])
    else:
        terminal = EditablePartial.from_call(railroad.Terminal, element.defaultName)
        ret = terminal

    if ret is None:
        return

    # Indicate this element's position in the tree so we can extract it if necessary
    lookup[el_id] = ElementState(
        element=element,
        converted=ret,
        parent=parent,
        parent_index=index,
        number=lookup.generate_index(),
    )
    if element.customName:
        lookup[el_id].mark_for_extraction(el_id, lookup, element.customName)

    i = 0
    for expr in exprs:
        # Add a placeholder index in case we have to extract the child before we even add it to the parent
        if "items" in ret.kwargs:
            ret.kwargs["items"].insert(i, None)

        item = _to_diagram_element(
            expr,
            parent=ret,
            lookup=lookup,
            vertical=vertical,
            index=i,
            show_results_names=show_results_names,
            show_groups=show_groups,
            show_hidden=show_hidden,
        )

        # Some elements don't need to be shown in the diagram
        if item is not None:
            if "item" in ret.kwargs:
                ret.kwargs["item"] = item
            elif "items" in ret.kwargs:
                # If we've already extracted the child, don't touch this index, since it's occupied by a nonterminal
                ret.kwargs["items"][i] = item
                i += 1
        elif "items" in ret.kwargs:
            # If we're supposed to skip this element, remove it from the parent
            del ret.kwargs["items"][i]

    # If all this items children are none, skip this item
    if ret and (
        ("items" in ret.kwargs and len(ret.kwargs["items"]) == 0)
        or ("item" in ret.kwargs and ret.kwargs["item"] is None)
    ):
        ret = EditablePartial.from_call(railroad.Terminal, name)

    # Mark this element as "complete", ie it has all of its children
    if el_id in lookup:
        lookup[el_id].complete = True

    if el_id in lookup and lookup[el_id].extract and lookup[el_id].complete:
        lookup.extract_into_diagram(el_id)
        if ret is not None:
            text = lookup.diagrams[el_id].kwargs["name"]
            href = f"#{_make_bookmark(text)}"
            ret = EditablePartial.from_call(
                railroad.NonTerminal, text=text, href=href
            )

    return ret