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\n\n# Rip CSV - @rip-lang/csv\n\n> **Fast, flexible CSV parser and writer — indexOf ratchet engine, auto-detection, zero dependencies**\n\nA high-performance CSV library for Rip that uses the JavaScript engine's\nSIMD-accelerated `indexOf` to skip over content in bulk. Auto-detects\ndelimiters, quoting, escaping, BOM, and line endings. Supports excel mode,\nrelax mode, headers, comments, streaming via row callback, and reusable\nwriter instances. ~300 lines of Rip, zero dependencies.\n\n## Quick Start\n\n```bash\nbun add @rip-lang/csv\n```\n\n```coffee\nimport { CSV } from '@rip-lang/csv'\n\n# Parse a string\nrows = CSV.read \"name,age\\nAlice,30\\nBob,25\\n\"\n# [['name','age'], ['Alice','30'], ['Bob','25']]\n\n# Parse with headers (returns objects)\nusers = CSV.read \"name,age\\nAlice,30\\nBob,25\\n\", headers: true\n# [{name: 'Alice', age: '30'}, {name: 'Bob', age: '25'}]\n\n# Parse a file\ndata = CSV.load! 'data.csv'\ndata = CSV.load! 'data.csv', headers: true\n\n# Write CSV\nstr = CSV.write [['a','b'], ['1','2']]\n# \"a,b\\n1,2\\n\"\n\n# Write to file\nCSV.save! 'out.csv', rows\n```\n\n## How It Works\n\nThe parser uses an **indexOf ratchet** — a technique where the JavaScript\nengine's native `indexOf` (backed by SIMD instructions in V8 and JSC) does\nthe heavy lifting. Instead of inspecting every character, the parser calls\n`indexOf` to jump directly to the next delimiter, newline, or quote. Each\ncall can skip hundreds of bytes in a single native operation.\n\n```\nSource string: \"Alice,30,New York\\nBob,25,Chicago\\n...\"\n ↑ ↑ ↑ ↑\n │ │ │ └── indexOf('\\n') jumps here\n │ │ └── indexOf(',') jumps here\n │ └── indexOf(',') jumps here\n └── start\n\nEach indexOf call skips bulk content via SIMD — no per-byte scanning in JS.\n```\n\nThe parser has two code paths, selected at startup by probing the first ~8KB:\n\n- **Fast path** — no quotes detected: pure indexOf for separators and newlines\n- **Full path** — quotes present: indexOf ratchet with quote/escape handling\n\n## Reading\n\n### Basic Parsing\n\n```coffee\n# Auto-detects delimiter, quoting, line endings\nrows = CSV.read str\n\n# Tab-separated, pipe-separated — auto-detected\nrows = CSV.read \"a\\tb\\tc\\n1\\t2\\t3\\n\"\nrows = CSV.read \"a|b|c\\n1|2|3\\n\"\n\n# Explicit separator\nrows = CSV.read str, sep: ';'\n```\n\n### Headers Mode\n\n```coffee\n# First row becomes object keys\nusers = CSV.read str, headers: true\n# [{name: 'Alice', age: '30'}, ...]\n\nconsole.log users[0].name # \"Alice\"\n```\n\n### Row-by-Row Processing\n\n```coffee\n# Process rows one at a time without building an array\ncount = CSV.read str, each: (row, index) ->\n console.log \"Row #{index}: #{row}\"\n\n# Early halt by returning false\nCSV.read str, each: (row) ->\n if row[0] is 'STOP'\n return false\n process(row)\n```\n\n### File I/O\n\n```coffee\n# Read a file (async)\nrows = CSV.load! 'data.csv'\nrows = CSV.load! 'data.csv', headers: true, strip: true\n\n# Row-by-row file processing\nCSV.load! 'huge.csv', each: (row) -> db.insert!(row)\n```\n\n### Excel Mode\n\n```coffee\n# Handles =\"01\" literals (preserves leading zeros)\nrows = CSV.read '=\"01\",hello\\n', excel: true\n# [['01', 'hello']]\n```\n\n### Relax Mode\n\n```coffee\n# Recovers from stray/unmatched quotes instead of throwing\nrows = CSV.read str, relax: true\n```\n\n## Special Cases (Relax + Excel)\n\nWhen `relax: true` and `excel: true` are both enabled, the parser recovers\nfrom common real-world CSV malformations — stray quotes, unescaped embedded\nquotes, and Excel `=\"...\"` literals. These patterns appear frequently in\nexports from systems like Labcorp, legacy Excel, and other enterprise tools.\n\nThe following table shows how the parser handles each case:\n\n| Row | Input | Fields | Key behavior |\n|-----|-------|--------|-------------|\n| 0 | `\"AAA \"BBB\",CCC,\"DDD\"` | 3 | Stray quotes recovered (relax) |\n| 1 | `\"CHUI, LOK HANG \"BENNY\",…,=\"\"` | 5 | Stray quotes + excel empty |\n| 2 | `\"Don\",=\"007\",10,\"Ed\"` | 4 | Excel literal preserves leading zero |\n| 6 | `Charlie or \"Chuck\",=B2 + B3,9` | 3 | Unquoted stray quotes + bare formula |\n| 10 | `A,B,C\",D` | 4 | Trailing stray quote preserved |\n| 12 | `…,\"CHO, JOELLE \"JOJO\"\",08/19/2022` | 7 | Stray quotes + excel literals |\n| 14 | `\"CHO, JOELLE \"JOJO\"\",456` | 3 | Stray quotes (relax) |\n| 15 | `\"CHO, JOELLE \"\"JOJO\"\"\",456` | 3 | Properly doubled quotes — same result |\n| 16 | `=,=x,x=,=\"x\",=\"\",\"\",\"=\",…` | 11 | Full excel + quoting matrix |\n\n```coffee\n# Parse messy real-world CSV with both modes enabled\nrows = CSV.read str, relax: true, excel: true\n\n# Load a Labcorp file\nrows = CSV.load! 'labcorp.csv', relax: true, excel: true, headers: true\n```\n\n## Writing\n\n### Basic Writing\n\n```coffee\nstr = CSV.write [['name','age'], ['Alice','30']]\n# \"name,age\\nAlice,30\\n\"\n\n# Write to file (async)\nCSV.save! 'out.csv', rows\n```\n\n### Format a Single Row\n\n```coffee\nline = CSV.formatRow ['Alice', 'New York, NY', '30']\n# 'Alice,\"New York, NY\",30'\n```\n\n### Reusable Writer\n\n```coffee\nw = CSV.writer(sep: '\\t', excel: true)\n\nfor record in records\n line = w.row(record)\n stream.write \"#{line}\\n\"\n\n# Or format all at once\noutput = w.rows(records)\n```\n\n### Writer Modes\n\n```coffee\n# Compact (default): quote only when necessary\nCSV.write rows, mode: 'compact'\n\n# Full: quote every field\nCSV.write rows, mode: 'full'\n\n# Protect leading zeros for spreadsheets\nCSV.write rows, zeros: true\n\n# Drop trailing empty columns\nCSV.write rows, drop: true\n```\n\n## Options Reference\n\n### Reader Options\n\n| Option | Type | Default | Description |\n|--------|------|---------|-------------|\n| `sep` | string | auto | Field delimiter (`,` `\\t` `\\|` `;` or any string) |\n| `quote` | string | `\"` | Quote/enclosure character |\n| `escape` | string | same as `quote` | Escape character (`\"` for doubled, `\\` for backslash) |\n| `headers` | boolean | `false` | First row as keys — return objects |\n| `excel` | boolean | `false` | Handle `=\"01\"` literals |\n| `relax` | boolean | `false` | Recover from stray quotes |\n| `strip` | boolean | `false` | Trim whitespace from fields |\n| `comments` | string | `null` | Skip lines starting with this character |\n| `skipBlanks` | boolean | `true` | Skip blank lines |\n| `row` | string | auto | Line ending override (`\\n`, `\\r\\n`, `\\r`) |\n| `each` | function | `null` | `(row, index) ->` callback per row |\n\n### Writer Options\n\n| Option | Type | Default | Description |\n|--------|------|---------|-------------|\n| `sep` | string | `','` | Field delimiter |\n| `quote` | string | `'\"'` | Quote character |\n| `escape` | string | same as `quote` | Escape character |\n| `mode` | string | `'compact'` | `'compact'` or `'full'` |\n| `zeros` | boolean | `false` | Protect leading zeros with `=\"0123\"` |\n| `drop` | boolean | `false` | Drop trailing empty columns |\n| `rowsep` | string | `'\\n'` | Row separator |\n\n> **Note:** The writer defaults to doubled-quote escaping (`\"\"`). Pass\n> `escape: '\\\\'` for backslash style.\n\n## Auto-Detection\n\nWhen you call `CSV.read(str)` with no options, the probe function scans the\nfirst ~8KB to automatically detect:\n\n- **BOM** — strips UTF-8 BOM if present\n- **`sep=` header** — Excel convention for declaring delimiter\n- **Delimiter** — tries `,` `\\t` `|` `;`, picks the most frequent\n- **Quote character** — detects if `\"` appears in the sample\n- **Escape style** — `\\\"` (backslash) vs `\"\"` (doubled quote)\n- **Line endings** — `\\r\\n`, `\\n`, or `\\r`\n\nUser options override any probed value.\n\n## API Summary\n\n```coffee\nCSV.read(str, opts) # parse string -> rows or objects\nCSV.load!(path, opts) # parse file (async)\nCSV.write(rows, opts) # format rows -> CSV string\nCSV.save!(path, rows, opts) # write to file (async)\nCSV.writer(opts) # create reusable Writer instance\nCSV.formatRow(row, opts) # format single row -> string\n```\n\n## CLI\n\nThe library doubles as a command-line tool for converting CSV files:\n\n```bash\n# Clean up a malformed Labcorp file\nbun csv.rip -r -e input.csv output.csv\n\n# Protect leading zeros for Google Sheets / Excel\nbun csv.rip -r -e -z input.csv output.csv\n\n# Pipe to stdout\nbun csv.rip -r -e input.csv\n\n# Show version\nbun csv.rip -v\n```\n\n```\nUsage: bun csv.rip [options] [output]\n\nRead options:\n -r, --relax Recover from stray/malformed quotes\n -e, --excel Handle Excel =\"...\" literals on input\n -s, --strip Strip whitespace from fields\n\nWrite options:\n -z, --zeros Protect leading zeros with =\"0123\"\n\nGeneral:\n -v, --version Show version\n -h, --help Show this help\n\nIf output is omitted, writes to stdout.\n```\n\n## Performance\n\nThe parser consistently delivers **250-530 MB/s** throughput on real-world\nCSV files with `relax: true, excel: true` enabled:\n\n| File | Size | Rows | Time | Throughput |\n|------|------|------|------|-----------|\n| Geodata | 24.8 MB | 662,061 | 75ms | 329 MB/s |\n| Medical records | 22.8 MB | 93,963 | 86ms | 264 MB/s |\n| Japanese postal codes | 10.9 MB | 124,565 | 29ms | 370 MB/s |\n| Japanese postal codes (100K) | 8.8 MB | 100,000 | 20ms | 442 MB/s |\n| Labcorp charges | 3.6 MB | 20,035 | 7ms | 528 MB/s |\n| UTF-8 data | 2.5 MB | 30,000 | 7ms | 354 MB/s |\n| Mixed data | 2.6 MB | 30,000 | 8ms | 340 MB/s |\n| Lab results | 1.8 MB | 4,894 | 7ms | 254 MB/s |\n\nQuote-free files hit the fast path (~440 MB/s). Files with quoted fields\nuse the full path (~300 MB/s). The relax+excel heuristics add zero overhead\non clean data — they only fire when an actual stray quote is encountered.\n\n### Comparison with Other JS Parsers\n\nBenchmarked against the [uDSV benchmark suite](https://github.com/leeoniya/uDSV/tree/main/bench)\n(the most comprehensive JS CSV benchmark), which tests ~20 parsers on Bun:\n\n| Parser | Strings | Quoted | Large (36 MB) | Notes |\n|--------|---------|--------|---------------|-------|\n| **Rip CSV** | **~370 MB/s** | **~330 MB/s** | **~329 MB/s** | indexOf ratchet, relax+excel |\n| uDSV | 287 MB/s | 188 MB/s | 293 MB/s | Fastest pure-JS parser (5KB) |\n| csv-simple-parser | 223 MB/s | 206 MB/s | 233 MB/s | |\n| d3-dsv | 275 MB/s | 110 MB/s | 285 MB/s | |\n| PapaParse | 252 MB/s | 59 MB/s | 292 MB/s | Drops 4x on quoted data |\n| csv-parse/sync | 20 MB/s | 19 MB/s | 18 MB/s | Node.js built-in |\n\nRip CSV is in the same tier as uDSV — the acknowledged fastest JS CSV parser —\nwhile also supporting relax mode and Excel literal recovery that no other\nparser offers. On quoted files, Rip CSV is **5x faster** than PapaParse and\n**15x faster** than csv-parse.\n\n## Roadmap\n\n- **Streaming file reader** — chunked parsing for files that don't fit in\n memory, splitting at safe quote boundaries\n- **`transform` callback** — per-cell value transformation during parsing\n- **`dynamicTyping`** — auto-convert `\"42\"` to `42`, `\"true\"` to `true`\n- **Column selection** — parse only specific columns by index or name\n- **Error/warning collection** — report recovered issues in relax mode\n\n## License\n\nMIT\n","readmeFilename":"README.md"}