服务:Spring Boot 3.2 + docx4j 8.3.9,POST /api/v3/server_office_file/file/parse
接受 .docx,返回 HTML(公式 → LaTeX,图片 → RustFS 外链)
公式支持三类来源:
- OMML(Word 2007+ 公式) → Python omml_mathml2latex
- MathType OLE 对象 → Ruby mathtype2mathml → MathML → LaTeX
- Word EQ 域(老教辅主力) → EqToLatexUtil(本次新增)
本次改动:
1. 新增 java-svc/.../core/EqToLatexUtil.java:
移植自 jby backend-services office-core,EQ 语法 → LaTeX
(\f→\dfrac、\r→\sqrt、\i→\int/\sum/\prod、\s→^{}/_{}、\b→\left\right、
\a→array、\x→\boxed/\overline、\o\al 堆叠、圈码、化学符号、极限、连等式)
品牌标记 JBYU* → WPU*,与采集端一致
2. CtoMathFinder:接上 EQ 分支(原为 not-ported 桩),域代码经
EqToLatexUtil.convert 转 LaTeX 写入 eqLatexMap(WPEQNUM 占位符)
3. WordParseUtil.dealPlaceholder:EQ 的 LaTeX 同样加 \( \) 包裹
(原先因 WPEQNUM 例外不加包裹,前端/MathJax 不渲染)
修前症状:教辅 Word 里分式/方程组/上下标整段丢失(如 {−1/3, 1} 变成 {-,1})
修后实测:46 份教辅 2908 处 EQ 域全部还原,公式总数 2954 处、零未包裹残留
安全:application.yml(含 RustFS 密钥)不入库,提供 application.yml.example;
OssService 的 @Value 默认密钥已清空
533 lines
22 KiB
Python
533 lines
22 KiB
Python
r"""
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Visitor for <mfenced> (fenced/delimited expressions) MathML elements.
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The <mfenced> element represents expressions enclosed by delimiters:
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- Auto-scaling parentheses: \left( ... \right)
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- Custom brackets: \left[ ... \right]
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- Custom braces: \left\{ ... \right\}
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- Cases environment: single left brace
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- Separators: commas, semicolons between elements
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This visitor handles delimiter scaling and separator insertion.
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"""
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from typing import Optional, List
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from lxml import etree as ET
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from ..core.interfaces import Visitor, Strategy
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from ..utils import text_content as _text_content, local_name as _local
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class MfencedVisitor(Visitor):
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r"""
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Handles <mfenced> (fenced/delimited) MathML elements.
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Converts fenced expressions to LaTeX with auto-scaling delimiters.
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Examples:
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Default parentheses:
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<mfenced><mi>x</mi><mi>y</mi></mfenced> → \left(x,y\right)
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Custom brackets:
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<mfenced open="[" close="]"><mi>a</mi></mfenced> → \left[a\right]
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Custom braces:
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<mfenced open="{" close="}"><mi>x</mi></mfenced> → \left\{x\right\}
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Angle brackets:
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<mfenced open="⟨" close="⟩"><mi>v</mi></mfenced> → \left\langle v\right\rangle
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Single left brace (piecewise/cases):
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<mfenced open="{" close="">
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<mtable>...</mtable>
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</mfenced> → \left\{\begin{array}{...}...\end{array}\right.
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Custom separator (semicolon):
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<mfenced separators=";"><mi>a</mi><mi>b</mi></mfenced> → \left(a;b\right)
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Multiple separators:
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<mfenced separators="; "><mi>a</mi><mi>b</mi><mi>c</mi></mfenced>
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→ \left(a;b c\right)
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"""
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def __init__(self, strategy: Strategy):
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"""Initialize the Mfenced visitor."""
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super().__init__(strategy)
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def visit(self, node: ET.Element) -> str:
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r"""
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Convert <mfenced> element to LaTeX.
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Args:
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node: The <mfenced> element to convert
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Returns:
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LaTeX string with auto-scaling delimiters
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Raises:
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ValueError: If node is not an <mfenced> element
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"""
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if not self.can_handle(node):
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raise ValueError(f"MfencedVisitor cannot handle element '{node.tag}'")
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# Get opening and closing delimiters (default: parentheses)
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open_delim = node.get('open', '(')
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close_delim = node.get('close', ')')
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# Get separator (default: comma)
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separators = node.get('separators', ',')
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# Convert children
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children = list(node)
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if not children:
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# Empty mfenced
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left = self._get_left_delimiter(open_delim)
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right = self._get_right_delimiter(close_delim)
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return f"{left}{right}"
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# NOTE: We NO LONGER use cases environment for better compatibility
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# Instead, we use explicit \left\{ and \right. notation
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# (Cases environment is not universally supported)
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# Check if this is set notation: { pattern | condition }
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if open_delim == '{' and close_delim == '}':
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set_notation_result = self._try_convert_as_set_notation(node, children)
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if set_notation_result:
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return set_notation_result
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# Check if this is an interval with nested mfenced for the closing delimiter
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# Pattern: <mfenced open="(" close=""> ... <mfenced open="" close="]">
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# This should merge into a single interval: \left( ... \right]
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if self._is_split_interval(node, children, open_delim, close_delim):
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return self._merge_split_interval(node, children, open_delim)
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# Convert each child, tracking which are operators
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converted_children = []
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child_types = []
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for child in children:
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converted = self._convert_child(child)
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converted_children.append(converted)
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child_types.append(_local(child.tag))
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# Determine if this is a continuous expression or a list
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# If there are explicit separator operators (mo elements with separator chars),
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# treat as continuous expression (join with spaces)
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# Otherwise, use the separators attribute for list formatting
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content = self._smart_join(converted_children, child_types, separators)
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# Get LaTeX delimiters
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left = self._get_left_delimiter(open_delim)
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right = self._get_right_delimiter(close_delim)
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return f"{left}{content}{right}"
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def _try_convert_as_set_notation(self, node: ET.Element, children: List) -> Optional[str]:
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r"""
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Try to convert as set notation: { pattern | condition }.
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Set notation has the pattern:
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- { (x, y) | x+y < 2 } → \left\{ (x, y) \mid x+y < 2 \right\}
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- { x | x > 0 } → \left\{ x \mid x > 0 \right\}
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Detection heuristics:
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1. First child (or first few children) form the "pattern" (variable/tuple)
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2. There's a nested <mfenced open="|" close="|"> that's really a separator
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OR there are exactly 2 distinct groups of children
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3. Last children form the "condition"
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Args:
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node: The outer mfenced element with open="{" close="}"
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children: List of child elements
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Returns:
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LaTeX string if this is set notation, None otherwise
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"""
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if len(children) < 2:
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return None
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# Strategy 1: Look for nested mfenced with | delimiters
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# If the second or third child is <mfenced open="|" close="|">,
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# and there's content after it OR before it, treat as set notation
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# BUT keep the |...| as absolute value brackets in the output
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for i, child in enumerate(children):
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if _local(child.tag) == 'mfenced':
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child_open = child.get('open', '(')
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child_close = child.get('close', ')')
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if child_open == '|' and child_close == '|':
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# Found nested | delimiters
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# Check if there's content before this (the pattern) or after (condition)
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has_content_before = i >= 1
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has_content_after = i < len(children) - 1
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if has_content_before or has_content_after:
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# This looks like set notation!
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# Split into: pattern (before), |...|, and rest
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pattern_parts = children[:i]
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pipe_element = child # The entire <mfenced open="|" close="|"> element
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condition_parts = children[i+1:]
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# Convert pattern
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pattern_latex = ' '.join(self._convert_child(c) for c in pattern_parts if c is not None)
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# Convert the |...| element as absolute value (keep the delimiters!)
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pipe_latex = self._convert_child(pipe_element)
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# Convert remaining condition
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condition_latex = ' '.join(self._convert_child(c) for c in condition_parts if c is not None)
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# Assemble: { pattern \mid |pipe_content| condition }
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parts = []
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if pattern_latex:
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parts.append(pattern_latex)
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parts.append('\\mid')
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if pipe_latex:
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parts.append(pipe_latex)
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if condition_latex:
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parts.append(condition_latex)
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content = ' '.join(parts)
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return f"\\left\\{{{content}\\right\\}}"
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# Strategy 2: Check if there are exactly 2 "groups" of elements
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# where the first group is a single identifier/tuple, suggesting { x | condition }
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# This handles cases like { x x+1<2 } where x and x+1<2 should be separated by \mid
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if len(children) >= 2:
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first_child_type = _local(children[0].tag)
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# If first child is a single identifier (mi) or a tuple (mfenced with parens)
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if first_child_type in ['mi', 'mfenced']:
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# Check if this looks like a pattern followed by a condition
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# Heuristic: if first child is simple (mi or mfenced), and there are more elements,
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# and those elements form an expression/condition, insert \mid
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# For now, check if we have exactly these patterns:
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# 1. First child is <mfenced open="(" close=")"> (tuple)
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# 2. OR first child is <mi> (variable)
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# 3. Rest form a condition
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if first_child_type == 'mi':
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# Check if second element is also mi (likely the start of condition)
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if len(children) >= 2 and _local(children[1].tag) == 'mi':
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# Likely: { x x+1<2 } should be { x | x+1<2 }
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pattern_latex = self._convert_child(children[0])
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condition_latex = ' '.join(self._convert_child(c) for c in children[1:])
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return f"\\left\\{{{pattern_latex} \\mid {condition_latex}\\right\\}}"
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elif first_child_type == 'mfenced':
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first_child_open = children[0].get('open', '(')
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first_child_close = children[0].get('close', ')')
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# Check if it's a tuple (parentheses)
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if first_child_open == '(' and first_child_close == ')':
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# Pattern: { (x,y) ... } - check if ... is a condition
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pattern_latex = self._convert_child(children[0])
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# Check if remaining children don't start with a comma
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# (which would indicate list notation, not set notation)
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if len(children) >= 2:
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second_type = _local(children[1].tag)
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if second_type != 'mo' or (second_type == 'mo' and _text_content(children[1]).strip() != ','):
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# Not a list, likely set notation
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condition_latex = ' '.join(self._convert_child(c) for c in children[1:])
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return f"\\left\\{{{pattern_latex} \\mid {condition_latex}\\right\\}}"
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return None
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def _convert_child(self, child: ET.Element) -> str:
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"""Convert a child element to LaTeX."""
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tag = _local(child.tag)
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# Import visitors as needed to avoid circular imports
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if tag == 'mi':
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from .mi_visitor import MiVisitor
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return MiVisitor(self.strategy).visit(child)
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elif tag == 'mo':
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from .mo_visitor import MoVisitor
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return MoVisitor(self.strategy).visit(child)
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elif tag == 'mn':
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from .mn_visitor import MnVisitor
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return MnVisitor(self.strategy).visit(child)
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elif tag == 'mfrac':
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from .mfrac_visitor import MfracVisitor
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return MfracVisitor(self.strategy).visit(child)
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elif tag == 'msup':
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from .msup_visitor import MsupVisitor
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return MsupVisitor(self.strategy).visit(child)
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elif tag == 'msub':
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from .msub_visitor import MsubVisitor
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return MsubVisitor(self.strategy).visit(child)
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elif tag == 'mrow':
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from .mrow_visitor import MrowVisitor
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return MrowVisitor(self.strategy).visit(child)
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elif tag == 'msqrt':
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from .msqrt_visitor import MsqrtVisitor
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return MsqrtVisitor(self.strategy).visit(child)
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elif tag == 'mroot':
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from .mroot_visitor import MrootVisitor
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return MrootVisitor(self.strategy).visit(child)
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elif tag == 'msubsup':
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from .msubsup_visitor import MsubsupVisitor
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return MsubsupVisitor(self.strategy).visit(child)
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elif tag == 'munder':
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from .munder_visitor import MunderVisitor
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return MunderVisitor(self.strategy).visit(child)
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elif tag == 'mover':
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from .mover_visitor import MoverVisitor
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return MoverVisitor(self.strategy).visit(child)
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elif tag == 'munderover':
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from .munderover_visitor import MunderoverVisitor
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return MunderoverVisitor(self.strategy).visit(child)
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elif tag == 'mfenced':
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from .mfenced_visitor import MfencedVisitor
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return MfencedVisitor(self.strategy).visit(child)
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elif tag == 'mtable':
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from .mtable_visitor import MtableVisitor
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return MtableVisitor(self.strategy).visit(child)
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elif tag == 'mtext':
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from .mtext_visitor import MtextVisitor
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return MtextVisitor(self.strategy).visit(child)
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elif tag == 'mstyle':
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from .mstyle_visitor import MstyleVisitor
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return MstyleVisitor(self.strategy).visit(child)
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elif tag == 'mspace':
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from .mspace_visitor import MspaceVisitor
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return MspaceVisitor(self.strategy).visit(child)
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elif tag == 'menclose':
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from .menclose_visitor import MencloseVisitor
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return MencloseVisitor(self.strategy).visit(child)
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elif tag == 'mmultiscripts':
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from .mmultiscripts_visitor import MmultiscriptsVisitor
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return MmultiscriptsVisitor(self.strategy).visit(child)
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elif tag == 'maction':
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from .maction_visitor import MactionVisitor
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return MactionVisitor(self.strategy).visit(child)
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elif tag == 'merror':
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from .merror_visitor import MerrorVisitor
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return MerrorVisitor(self.strategy).visit(child)
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elif tag == 'mpadded':
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from .mpadded_visitor import MpaddedVisitor
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return MpaddedVisitor(self.strategy).visit(child)
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elif tag == 'mphantom':
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from .mphantom_visitor import MphantomVisitor
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return MphantomVisitor(self.strategy).visit(child)
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elif tag == 'ms':
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from .ms_visitor import MsVisitor
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return MsVisitor(self.strategy).visit(child)
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elif tag == 'mglyph':
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from .mglyph_visitor import MglyphVisitor
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return MglyphVisitor(self.strategy).visit(child)
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elif tag == 'maligngroup':
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from .maligngroup_visitor import MaligngroupVisitor
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return MaligngroupVisitor(self.strategy).visit(child)
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elif tag == 'malignmark':
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from .malignmark_visitor import MalignmarkVisitor
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return MalignmarkVisitor(self.strategy).visit(child)
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elif tag == 'mlabeledtr':
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from .mlabeledtr_visitor import MlabeledtrVisitor
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return MlabeledtrVisitor(self.strategy).visit(child)
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else:
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# Fallback: return text content for unknown elements
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import sys
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print(f"[WARNING] Unknown element <{tag}> in mfenced, using text fallback", file=sys.stderr)
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return _text_content(child)
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def _smart_join(self, items: list, types: list, separators: str) -> str:
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"""
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Intelligently join items based on whether they form a continuous expression.
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Args:
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items: Converted LaTeX strings
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types: Element types (mi, mo, mn, etc.)
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separators: Separator string from mfenced attribute
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Returns:
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Joined LaTeX string
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"""
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if len(items) == 0:
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return ''
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if len(items) == 1:
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return items[0]
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# Check if this looks like a continuous expression:
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# - Contains 'mo' (operator) elements
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# - Separators not explicitly set (or default comma)
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has_operators = 'mo' in types
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if has_operators and separators == ',':
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# Continuous expression: join with spaces, no extra separators
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# Filter out empty items
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return ' '.join(item for item in items if item)
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else:
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# List of items: use traditional separator insertion
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return self._insert_separators(items, separators)
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def _insert_separators(self, items: list, separators: str) -> str:
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"""Insert separators between items for list-style formatting."""
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if len(items) == 0:
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return ''
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if len(items) == 1:
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return items[0]
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# Parse separator string
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# If multiple characters, each is used for successive separators
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# If fewer separators than gaps, last separator is reused
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sep_list = list(separators) if separators else [',']
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result = [items[0]]
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for i, item in enumerate(items[1:], start=0):
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# Get appropriate separator (reuse last if not enough)
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sep_idx = min(i, len(sep_list) - 1)
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separator = sep_list[sep_idx]
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result.append(separator)
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result.append(item)
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return ''.join(result)
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def _get_left_delimiter(self, delim: str) -> str:
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"""Map opening delimiter to LaTeX \\left command."""
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delimiter_map = {
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'(': '\\left(',
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'[': '\\left[',
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'{': '\\left\\{',
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'⟨': '\\left\\langle',
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'⌈': '\\left\\lceil',
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'⌊': '\\left\\lfloor',
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'|': '\\left|',
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'‖': '\\left\\|',
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'': '\\left.', # Invisible left delimiter
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}
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return delimiter_map.get(delim, f'\\left{delim}')
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def _get_right_delimiter(self, delim: str) -> str:
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"""Map closing delimiter to LaTeX \\right command."""
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delimiter_map = {
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')': '\\right)',
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']': '\\right]',
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'}': '\\right\\}',
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'⟩': '\\right\\rangle',
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'⌉': '\\right\\rceil',
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'⌋': '\\right\\rfloor',
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'|': '\\right|',
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'‖': '\\right\\|',
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'': '\\right.', # Invisible right delimiter
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}
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return delimiter_map.get(delim, f'\\right{delim}')
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def _is_split_interval(self, node: ET.Element, children: list, open_delim: str, close_delim: str) -> bool:
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"""
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Detect if this is a split interval notation pattern.
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Pattern: <mfenced open="(" close=""> ... <mfenced open="" close="]">
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This represents an interval like (0, 1/4] split across two mfenced elements.
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Also handles case where content is wrapped in mrow:
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<mfenced open="(" close=""><mrow> ... <mfenced open="" close="]">...</mfenced></mrow></mfenced>
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Returns True if:
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1. Outer has opening delimiter but NO closing delimiter (close="")
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2. Last child is <mfenced> with NO opening delimiter (open="") but HAS closing delimiter
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3. There are other children before the last mfenced (the interval content)
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Args:
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node: The outer mfenced element
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children: List of child elements
|
|
open_delim: Opening delimiter of outer mfenced
|
|
close_delim: Closing delimiter of outer mfenced
|
|
|
|
Returns:
|
|
True if this is a split interval pattern
|
|
"""
|
|
# Check pattern: outer has open delim but no close delim
|
|
if not (open_delim in '([{' and close_delim == ''):
|
|
return False
|
|
|
|
# Handle case where content is wrapped in a single mrow
|
|
actual_children = children
|
|
if len(children) == 1 and _local(children[0].tag) == 'mrow':
|
|
actual_children = list(children[0])
|
|
|
|
# Need at least 2 children (content + nested mfenced)
|
|
if len(actual_children) < 2:
|
|
return False
|
|
|
|
# Check if last child is mfenced with complementary delimiters
|
|
last_child = actual_children[-1]
|
|
if _local(last_child.tag) != 'mfenced':
|
|
return False
|
|
|
|
# Last mfenced should have no open delimiter but have close delimiter
|
|
last_open = last_child.get('open', '(')
|
|
last_close = last_child.get('close', ')')
|
|
|
|
if last_open == '' and last_close in ')]}\u232A\u2309\u230B': # Closing delimiters
|
|
return True
|
|
|
|
return False
|
|
|
|
def _merge_split_interval(self, node: ET.Element, children: list, open_delim: str) -> str:
|
|
"""
|
|
Merge split interval into a single LaTeX interval.
|
|
|
|
Pattern: <mfenced open="(" close=""> <content> <mfenced open="" close="]">
|
|
Output: \\left( <content> \\right]
|
|
|
|
Also handles case where content is wrapped in mrow:
|
|
<mfenced open="(" close=""><mrow> ... <mfenced open="" close="]">...</mfenced></mrow></mfenced>
|
|
|
|
Args:
|
|
node: The outer mfenced element
|
|
children: List of child elements
|
|
open_delim: Opening delimiter (e.g., '(', '[')
|
|
|
|
Returns:
|
|
LaTeX string for merged interval
|
|
"""
|
|
# Handle case where content is wrapped in a single mrow
|
|
actual_children = children
|
|
if len(children) == 1 and _local(children[0].tag) == 'mrow':
|
|
actual_children = list(children[0])
|
|
|
|
# Get the closing delimiter from the last child (which is the nested mfenced)
|
|
last_child = actual_children[-1]
|
|
close_delim = last_child.get('close', ')')
|
|
|
|
# Convert all children except the last (which is the nested mfenced)
|
|
content_children = actual_children[:-1]
|
|
|
|
# Also convert the CONTENT of the last mfenced (not the mfenced itself)
|
|
last_mfenced_children = list(last_child)
|
|
|
|
# Combine content from both outer and inner mfenced
|
|
all_content_children = content_children + last_mfenced_children
|
|
|
|
# Convert all content
|
|
converted_parts = []
|
|
for child in all_content_children:
|
|
part = self._convert_child(child)
|
|
if part:
|
|
converted_parts.append(part)
|
|
|
|
# Join with spaces (standard interval notation)
|
|
content = ' '.join(converted_parts)
|
|
|
|
# Build result with merged delimiters
|
|
left = self._get_left_delimiter(open_delim)
|
|
right = self._get_right_delimiter(close_delim)
|
|
|
|
return f"{left}{content}{right}"
|
|
|
|
def can_handle(self, node: ET.Element) -> bool:
|
|
"""Check if this visitor can handle the given node."""
|
|
return _local(node.tag) == 'mfenced'
|
|
|
|
@property
|
|
def element_name(self) -> str:
|
|
"""Get the element name this visitor handles."""
|
|
return 'mfenced'
|
|
|
|
def __repr__(self) -> str:
|
|
"""String representation for debugging."""
|
|
return f"MfencedVisitor(strategy={self.strategy.name})"
|