mirror of
https://github.com/harvard-edge/cs249r_book.git
synced 2026-07-16 23:24:55 -05:00
08dea0ebee
Script spells out single digits 1-9 in body prose per MIT Press style. Comprehensive exclusions for: units, ranges, versions, decimals, math, code, tables, cross-refs, labeled items, and technical terms (M/M/1, GPT-3, etc.). 556 replacements already applied by agent; script is idempotent.
458 lines
17 KiB
Python
458 lines
17 KiB
Python
#!/usr/bin/env python3
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"""Spell out single digits 1–9 in body prose per MIT Press style.
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Replaces bare digits 1–9 with their spelled-out equivalents in body prose,
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skipping protected contexts: code fences, YAML frontmatter, LaTeX math,
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Python cells, table rows, HTML tags, figure/div attributes, index entries,
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version strings, numbers with units, ranges, decimals, and multi-digit numbers.
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Usage:
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python3 fix_numbers.py --dry-run book/quarto/contents/vol1/
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python3 fix_numbers.py book/quarto/contents/vol1/
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"""
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import argparse
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import re
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import sys
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from pathlib import Path
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DIGIT_WORDS = {
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"1": "one",
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"2": "two",
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"3": "three",
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"4": "four",
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"5": "five",
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"6": "six",
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"7": "seven",
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"8": "eight",
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"9": "nine",
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}
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# Unit abbreviations that, when following a digit + space, mean "do not spell out"
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UNIT_PATTERN = (
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r"(?:GB|TB|MB|KB|kB|PB|EB|GiB|TiB|MiB|KiB|"
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r"ms|ns|μs|us|MHz|GHz|THz|Hz|"
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r"TFLOPS|TFLOP|GFLOPS|GFLOP|PFLOPS|PFLOP|FLOPS|FLOP|"
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r"FLOPs|TOPS|TOPs|"
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r"fps|FPS|"
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r"W|mW|kW|MW|"
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r"nm|mm|cm|m|km|"
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r"bps|Gbps|Mbps|Kbps|"
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r"px|dpi|dB|"
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r"bits?|bytes?|B)\b"
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)
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# Capitalized words that, when immediately preceding a digit, indicate a numbered
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# label/identifier (e.g. "Phase 1", "Layer 3", "Step 5") — do NOT spell out.
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NUMBERED_LABEL_WORDS = {
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"figure", "fig", "table", "tbl", "equation", "eq", "chapter", "section",
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"step", "phase", "stage", "layer", "level", "tier", "type", "class",
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"category", "group", "mode", "part", "rule", "principle", "property",
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"case", "option", "variant", "version", "item", "entry", "row",
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"column", "col", "dimension", "dim", "axis", "index", "rank",
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"epoch", "iteration", "round", "pass", "batch", "block",
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"node", "worker", "gpu", "core", "slot", "port", "channel",
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# Product/brand names that take numeric identifiers
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"geforce", "snapdragon", "exynos", "dimensity", "cortex", "neoverse",
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"gen", "pixel", "iphone", "galaxy", "jetson", "orin", "xavier",
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"threadripper", "xeon", "epyc", "ryzen", "adreno", "mali",
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"wifi", "bluetooth", "usb", "pcie", "thunderbolt", "displayport",
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"sdxl", "llama", "gpt", "palm", "gemini", "claude", "mixtral",
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"wave", "zone", "area", "region", "sector", "quadrant",
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"arm", "v", "mark", "revision", "rev", "release", "r",
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}
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# Pattern to detect version-like contexts: digit preceded by hyphen (GPT-3, ResNet-5, v2)
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# or followed by a dot and another digit (3.14, 0.5)
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def is_protected_line(line: str, in_code_fence: bool, in_yaml: bool,
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in_math_block: bool) -> bool:
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"""Return True if this line should NOT be modified."""
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if in_code_fence or in_yaml or in_math_block:
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return True
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stripped = line.lstrip()
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# Python cell directives
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if stripped.startswith("#|"):
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return True
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# Table rows (pipe tables)
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if stripped.startswith("|"):
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return True
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# HTML tags
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if stripped.startswith("<") and not stripped.startswith("<!-"):
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return True
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# Div attributes
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if stripped.startswith(":::"):
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return True
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# LaTeX commands (marginfigure, begin, end, etc.)
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if stripped.startswith("\\"):
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return True
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# fig-cap, fig-alt, tbl-cap attributes (sometimes on their own line)
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if re.match(r'^(fig-cap|fig-alt|tbl-cap)\s*[:=]', stripped):
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return True
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# Formula/calculation lines (bulleted items that are clearly math)
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if re.match(r'^-\s*\*{0,2}(FLOPs|Bytes|Operations|Arithmetic Intensity|Energy|Data Movement)\*{0,2}\s*:', stripped):
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return True
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return False
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def replace_digits_in_line(line: str) -> tuple[str, int]:
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"""Replace single digits 1-9 in prose contexts within a line.
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Returns (new_line, count_of_replacements).
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"""
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count = 0
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# We process the line character by character, tracking inline math ($...$)
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# and other protected inline contexts.
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# First, identify all protected spans in the line
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protected_spans = []
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# Inline math: $...$ (but not $$)
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# Find all $...$ spans (non-greedy)
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for m in re.finditer(r'(?<!\$)\$(?!\$)(.+?)(?<!\$)\$(?!\$)', line):
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protected_spans.append((m.start(), m.end()))
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# Display math on single line: $$...$$
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for m in re.finditer(r'\$\$.+?\$\$', line):
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protected_spans.append((m.start(), m.end()))
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# LaTeX math with \(...\) notation
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for m in re.finditer(r'\\\(.+?\\\)', line):
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protected_spans.append((m.start(), m.end()))
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# Inline code: `...`
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for m in re.finditer(r'`[^`]+`', line):
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protected_spans.append((m.start(), m.end()))
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# \index{...} entries
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for m in re.finditer(r'\\index\{[^}]*\}', line):
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protected_spans.append((m.start(), m.end()))
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# HTML tags: <...>
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for m in re.finditer(r'<[^>]+>', line):
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protected_spans.append((m.start(), m.end()))
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# Cross-references: @sec-..., @fig-..., @tbl-..., @eq-..., @lst-...
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for m in re.finditer(r'@(?:sec|fig|tbl|eq|lst)-[\w-]+', line):
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protected_spans.append((m.start(), m.end()))
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# Citation keys: [@...] or @key
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for m in re.finditer(r'\[@[^\]]+\]', line):
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protected_spans.append((m.start(), m.end()))
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# {python} inline expressions
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for m in re.finditer(r'`\{python\}[^`]*`', line):
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protected_spans.append((m.start(), m.end()))
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# Curly-brace attributes: {#sec-..., .callout-..., etc.}
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for m in re.finditer(r'\{[^}]*\}', line):
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protected_spans.append((m.start(), m.end()))
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# Tuple/shape notation: (3, 3, 3) or (Height, Width, 3)
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for m in re.finditer(r'\([^)]*\d[^)]*,\s*[^)]*\)', line):
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protected_spans.append((m.start(), m.end()))
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# fig-cap="..." and fig-alt="..." attribute values
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for m in re.finditer(r'(?:fig-cap|fig-alt|tbl-cap)\s*=\s*"[^"]*"', line):
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protected_spans.append((m.start(), m.end()))
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# Sort and merge spans
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protected_spans.sort()
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def is_protected_pos(pos: int) -> bool:
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for start, end in protected_spans:
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if start <= pos < end:
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return True
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if start > pos:
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break
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return False
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# Now find all single digits and decide whether to replace
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# Pattern: a single digit 1-9 that is:
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# - not preceded by another digit, letter, hyphen, period, $, @, #, or backslash
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# - not followed by another digit, period, hyphen+letter (version), $, %, ×, or \times
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result = []
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i = 0
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while i < len(line):
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if is_protected_pos(i):
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result.append(line[i])
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i += 1
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continue
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# Check if we're at a single digit 1-9
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ch = line[i]
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if ch in DIGIT_WORDS:
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# Check preceding character
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if i > 0:
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prev = line[i - 1]
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# Skip if preceded by digit, letter, hyphen, period, $, @, #, \, /, =, [, ], +, ~, ^
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if prev.isalnum() or prev in '-.$@#\\/=[]+~^/':
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result.append(ch)
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i += 1
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continue
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# Skip if preceded by en-dash or em-dash (range like 3–5, the 5 part)
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if prev in '–—':
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result.append(ch)
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i += 1
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continue
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# Skip if preceded by -- (double hyphen range)
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if prev == '-' and i >= 2 and line[i - 2] == '-':
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result.append(ch)
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i += 1
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continue
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# Skip if preceded by hyphen and that hyphen is preceded by a digit (range like 3-4, the 4 part)
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if prev == '-' and i >= 2 and line[i - 2].isdigit():
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result.append(ch)
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i += 1
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continue
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# Skip if preceded by "= " or "+ " or "$ " (formula/arithmetic/math context)
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if prev == ' ' and i >= 2 and line[i - 2] in '=+$':
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result.append(ch)
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i += 1
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continue
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# Check following character
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if i + 1 < len(line):
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nxt = line[i + 1]
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# Skip if followed by digit (multi-digit number)
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if nxt.isdigit():
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result.append(ch)
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i += 1
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continue
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# Skip if followed by period and then digit (decimal: 3.14)
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if nxt == '.' and i + 2 < len(line) and line[i + 2].isdigit():
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result.append(ch)
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i += 1
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continue
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# Skip if followed by just period (e.g. ordered list "1. item")
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if nxt == '.':
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# Check if this looks like a markdown ordered list item
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after_dot = line[i + 2:i + 3] if i + 2 < len(line) else ''
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if after_dot == ' ' or after_dot == '' or after_dot == '\t':
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result.append(ch)
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i += 1
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continue
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# Skip if followed by $ (math context)
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if nxt == '$':
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result.append(ch)
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i += 1
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continue
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# Skip if followed by % (percentage like 5%)
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if nxt == '%':
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result.append(ch)
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i += 1
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continue
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# Skip if followed by × or \times (multiplier)
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if nxt == '×':
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result.append(ch)
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i += 1
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continue
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# Skip if followed by \times
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if line[i + 1:i + 7] == '\\times':
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result.append(ch)
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i += 1
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continue
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# Skip if followed by – or — (en-dash/em-dash range)
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if nxt in '–—':
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result.append(ch)
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i += 1
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continue
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# Skip if followed by -- (double-hyphen, used as en-dash in LaTeX)
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if nxt == '-' and i + 2 < len(line) and line[i + 2] == '-':
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result.append(ch)
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i += 1
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continue
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# Skip if followed by hyphen then digit (range like 3-4)
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if nxt == '-' and i + 2 < len(line) and line[i + 2].isdigit():
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result.append(ch)
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i += 1
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continue
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# Skip if followed by a letter directly (part of identifier like H100)
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if nxt.isalpha():
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result.append(ch)
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i += 1
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continue
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# Skip if followed by ], [, =, or / (array indexing / formula / fraction)
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if nxt in ']=[]/' :
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result.append(ch)
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i += 1
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continue
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# Skip if followed by : then digit (ratio like 3:1)
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if nxt == ':' and i + 2 < len(line) and line[i + 2].isdigit():
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result.append(ch)
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i += 1
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continue
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# Skip if preceded by : (second part of ratio like 3:1)
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if i > 0 and line[i - 1] == ':':
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result.append(ch)
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i += 1
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continue
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# Skip if followed by ) — parenthetical numbering like (3)
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if nxt == ')':
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result.append(ch)
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i += 1
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continue
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# Skip if preceded by ( — parenthetical numbering like (3)
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if i > 0 and line[i - 1] == '(':
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result.append(ch)
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i += 1
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continue
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# Skip if followed by space then unit abbreviation
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if nxt == ' ' and i + 2 < len(line):
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rest = line[i + 2:]
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if re.match(UNIT_PATTERN, rest):
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result.append(ch)
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i += 1
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continue
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# Skip if followed by " /" (division, formula like "1 / ((1-p)...")
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if rest[0] == '/':
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result.append(ch)
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i += 1
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continue
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# Skip if followed by comma then digits (like 1,000)
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if nxt == ',' and i + 2 < len(line) and line[i + 2].isdigit():
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result.append(ch)
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i += 1
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continue
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else:
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# Digit at end of line with nothing after — likely a reference number
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# or standalone; skip to be safe
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result.append(ch)
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i += 1
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continue
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# Check if preceded by a numbered label word (e.g. "Layer 3", "Step 5")
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if i > 1 and line[i - 1] == ' ':
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# Walk back to find the preceding word
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j = i - 2
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while j >= 0 and line[j].isalpha():
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j -= 1
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prev_word = line[j + 1:i - 1].lower()
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if prev_word in NUMBERED_LABEL_WORDS:
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result.append(ch)
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i += 1
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continue
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# All checks passed — spell it out
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word = DIGIT_WORDS[ch]
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result.append(word)
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count += 1
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i += 1
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else:
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result.append(ch)
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i += 1
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return ''.join(result), count
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def process_file(filepath: Path, dry_run: bool = False) -> int:
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"""Process a single QMD file. Returns count of replacements."""
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text = filepath.read_text(encoding="utf-8")
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lines = text.split("\n")
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new_lines = []
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count = 0
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in_code_fence = False
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in_yaml = False
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in_math_block = False
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yaml_seen = 0 # track opening/closing ---
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for line in lines:
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stripped = line.strip()
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# Track YAML frontmatter (first --- opens, second --- closes)
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if stripped == "---":
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if yaml_seen == 0:
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in_yaml = True
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yaml_seen = 1
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new_lines.append(line)
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continue
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elif yaml_seen == 1 and in_yaml:
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in_yaml = False
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yaml_seen = 2
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new_lines.append(line)
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continue
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# Track code fences (``` with optional language)
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if stripped.startswith("```"):
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in_code_fence = not in_code_fence
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new_lines.append(line)
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continue
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# Track LaTeX environment blocks (\begin{...} / \end{...})
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if re.match(r'\\begin\{', stripped):
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in_math_block = True
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new_lines.append(line)
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continue
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if re.match(r'\\end\{', stripped):
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in_math_block = False
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new_lines.append(line)
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continue
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# Track display math blocks ($$)
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if stripped == "$$" or stripped.startswith("$$") and not stripped.endswith("$$"):
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# Toggle math block if line is just $$ or starts with $$ but doesn't close
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if stripped == "$$":
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in_math_block = not in_math_block
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new_lines.append(line)
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continue
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# Skip protected lines entirely
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if is_protected_line(line, in_code_fence, in_yaml, in_math_block):
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new_lines.append(line)
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continue
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# Process this line
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new_line, line_count = replace_digits_in_line(line)
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new_lines.append(new_line)
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count += line_count
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if count > 0 and not dry_run:
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filepath.write_text("\n".join(new_lines), encoding="utf-8")
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return count
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def main():
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parser = argparse.ArgumentParser(
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description="Spell out single digits 1-9 in body prose (MIT Press style)."
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)
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parser.add_argument(
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"paths",
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nargs="+",
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type=Path,
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help="QMD files or directories to process.",
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)
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parser.add_argument(
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"--dry-run",
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action="store_true",
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help="Report changes without modifying files.",
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)
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args = parser.parse_args()
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# Collect all QMD files
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qmd_files: list[Path] = []
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for p in args.paths:
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if p.is_file() and p.suffix == ".qmd":
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qmd_files.append(p)
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elif p.is_dir():
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qmd_files.extend(sorted(p.rglob("*.qmd")))
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else:
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print(f"Warning: skipping {p}", file=sys.stderr)
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total = 0
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for f in qmd_files:
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n = process_file(f, dry_run=args.dry_run)
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if n > 0:
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label = "would change" if args.dry_run else "changed"
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print(f" {f.name}: {n} replacements {label}")
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total += n
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mode = "DRY RUN" if args.dry_run else "APPLIED"
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print(f"\n[{mode}] Total: {total} replacements across {len(qmd_files)} files.")
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if __name__ == "__main__":
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main()
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