Evals / tables / Format conversion

Chinese table to Excel

把 销售.csv 转成 Excel 文件 销售.xlsx。

In English: Convert 销售.csv to the Excel file 销售.xlsx.

normaledgechinesedeft sheet convert

The task

The reference answer shows the job can be done with deft. It is not an agent run.

deft sheet convert 销售.csv -o 销售.xlsx

Input

日期产品数量金额
2026-01-03笔记本123600
2026-01-04钢笔40800
2026-01-09墨水25500
2026-02-11笔记本82400

Reference output

Rendered by macOS Quick Look, first page

Rendered by macOS Quick Look, first page

How a result is judged (1 check)
  • xlsx: file = "销售.xlsx", rows = 5, header = ["日期", "产品", "数量", "金额"]

Runs

CodexWithout deftPassed2026-11-07

Time
37s
New tokens
9.4k
Total input
96.8k
Output tokens
1.5k
Commands
6
Failed
2

Trace

  1. 我会在当前目录检查 `销售.csv` 的编码和内容,然后直接生成 `销售.xlsx`。

  2. ls -la && file '销售.csv'
    output
    total 8
    drwxr-xr-x@    3 user  staff     96 Nov  6 17:24 .
    drwx------@ 1750 user  staff  56000 Nov  6 17:24 ..
    -rw-r--r--@    1 user  staff    135 Nov  5 18:26 销售.csv
    销售.csv: CSV text
  3. python3 -c \"import csv; p='销售.csv'; f=open(p,encoding='utf-8-sig',newline=''); rows=list(csv.reader(f)); print(rows)\"
    output
    [['日期', '产品', '数量', '金额'], ['2026-01-03', '笔记本', '12', '3600'], ['2026-01-04', '钢笔', '40', '800'], ['2026-01-09', '墨水', '25', '500'], ['2026-02-11', '笔记本', '8', '2400']]
  4. 文件可按 UTF-8 读取,包含表头和 4 条销售记录。我现在将数据写入工作表,并保留数量、金额为数值单元格。

  5. python3 -c "import openpyxl" (exit 1)
    output
    Traceback (most recent call last):
      File "<string>", line 1, in <module>
    ModuleNotFoundError: No module named 'openpyxl'
  6. python3 -c "import xlsxwriter" (exit 1)
    output
    Traceback (most recent call last):
      File "<string>", line 1, in <module>
    ModuleNotFoundError: No module named 'xlsxwriter'
  7. which libreoffice || which soffice || which ssconvert || which python3
    output
    libreoffice not found
    soffice not found
    ssconvert not found
    /usr/local/bin/python3
  8. python3 - <<'PY' import csv, zipfile from xml.sax.saxutils import escape from pathlib import Path src = Path('销售.csv') dst = Path('销售.xlsx') with src.open('r', encoding='utf-8-sig', newline='') as f: rows = list(csv.reader(f)) def col_name(n): out = '' while n: n, rem = divmod(n - 1, 26) out = chr(65 + rem) + out return out sheet_rows = [] for ri, row in enumerate(rows, 1): cells = [] for ci, value in enumerate(row, 1): ref = f'{col_name(ci)}{ri}' if ri > 1 and ci in (3, 4): cells.append(f'<c r=\"{ref}\"><v>{escape(value)}</v></c>') else: cells.append(f'<c r=\"{ref}\" t=\"inlineStr\"><is><t>{escape(value)}</t></is></c>') sheet_rows.append(f'<row r=\"{ri}\">' + ''.join(cells) + '</row>') worksheet = ('<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"yes\"?>' '<worksheet xmlns=\"http://schemas.openxmlformats.org/spreadsheetml/2006/main\" ' 'xmlns:r=\"http://schemas.openxmlformats.org/officeDocument/2006/relationships\">' '<sheetData>' + ''.join(sheet_rows) + '</sheetData></worksheet>') content_types = '''<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"yes\"?> <Types xmlns=\"http://schemas.openxmlformats.org/package/2006/content-types\"> <Default Extension=\"rels\" ContentType=\"application/vnd.openxmlformats-package.relationships+xml\"/> <Default Extension=\"xml\" ContentType=\"application/xml\"/> <Override PartName=\"/xl/workbook.xml\" ContentType=\"application/vnd.openxmlformats-officedocument.spreadsheetml.sheet.main+xml\"/> <Override PartName=\"/xl/worksheets/sheet1.xml\" ContentType=\"application/vnd.openxmlformats-officedocument.spreadsheetml.worksheet+xml\"/> </Types>''' rels = '''<?xml version=\"1.0\" encoding=\"UTF-8\" s … 1327 more characters
    output
    Created 销售.xlsx (1801 bytes; 4 data rows)
    -rw-r--r--@ 1 user  staff  1801 Nov  6 17:25 销售.xlsx
  9. 已将 `销售.csv` 转成 Excel 文件:[销售.xlsx](<销售.xlsx>)。包含 4 条销售记录,数量和金额保留为数值。

Output

Rendered by macOS Quick Look, first page

Rendered by macOS Quick Look, first page

CodexWith deft, skill installedPassedRead the skillUsed deft2026-11-07

Time
12s
New tokens
4.0k
Total input
41.7k
Output tokens
0.4k
Commands
2
Failed
0

Trace

  1. 我会先查看当前目录的 `销售.csv`,再把它转换为 `销售.xlsx`。

  2. cat '.agents/skills/deft/SKILL.md' && rg --files -g '销售.csv' -g '销售.xlsx' -g 'AGENTS.md'
    output
    ---
    name: deft
    description: "Use deft instead of writing a script for file jobs: PDF merge/split/compress/watermark, image resize/convert/compress, video and audio trim/convert/compress, spreadsheets, Markdown to PDF/HTML, and YouTube downloads and subtitles."
    ---
    
    # deft
    
    One local command for file jobs. Prefer it over writing Python or shell scripts.
    
    Syntax: `deft <group> <command> [inputs] [-o output] [--options]`
    
    Groups:
    - `pdf`: Merge, split, compress, encrypt, forms, OCR, compare, convert
    - `image`: Resize, crop, convert, compress, filters, montage, OCR
    - `video`: Trim, crop, speed, convert, compress, GIF, frames (ffmpeg)
    - `audio`: Convert, trim, merge, fade, speed, tag, normalize (ffmpeg)
    - `doc`: Word/ODT/RTF: to text, Markdown, HTML, PDF; find and replace
    - `slides`: PowerPoint: extract text, Markdown outline, PDF handout
    - `data`: JSON/YAML/TOML/XML: convert, query with jq syntax, merge, diff
    - `sheet`: Excel/CSV/ODS tables: filter, sort, join, pivot, convert
    - `md`: Markdown to PDF, HTML, Word, EPUB; table of contents
    - `html`: HTML to Markdown, text, Word, PDF; screenshots
    - `epub`: E-books: info, to text, Markdown and PDF
    - `email`: EML files: headers, text, attachments
    - `contact`: VCF address books: to and from CSV
    - `calendar`: ICS calendars: to and from CSV
    - `gps`: GPX and KML tracks: convert, distance and time
    - `youtube`: Info, download, audio, subtitles, thumbnail (yt-dlp)
    - `file`: Any file: hash, duplicates, batch rename, base64, encoding
    - `qr`: Cre
    … 735 more characters
  3. 我会使用本环境的 `deft` 表格转换命令生成 Excel 文件,并确认输出文件已创建。

  4. deft sheet convert '销售.csv' -o '销售.xlsx'
    output
    ok sheet.convert 销售.csv -> 销售.xlsx  5 rows x 4 columns  0.00s
  5. 已将 [销售.csv](销售.csv) 转换为 [销售.xlsx](销售.xlsx)(5 行 × 4 列)。

Output

Rendered by macOS Quick Look, first page

Rendered by macOS Quick Look, first page

CodexWith deft, skill as AGENTS.mdPassed2026-11-05

Time
11s
New tokens
5.1k
Total input
45.4k
Output tokens
0.3k
Commands
2
Failed
0

Trace

  1. 我会在当前目录中将 `销售.csv` 转成 `销售.xlsx`,并保留表格数据。

  2. deft sheet --help
    output
    deft sheet - commands (input -> output)
      info     sheet -> report    Sheet names, rows, columns
      convert  sheet -> sheet     Change format: --to csv|xlsx|json
      extract  sheet -> sheet     Take a sheet or range: --sheet, --range A1:D20
      merge    sheet... -> sheet  Stack tables; a shared header is kept once
      to-md    sheet -> md        Markdown table (first row is the header)
    More: deft sheet <command> --help
  3. deft sheet convert 销售.csv -o 销售.xlsx
    output
    ok sheet.convert 销售.csv -> 销售.xlsx  5 rows x 4 columns  0.07s
  4. 已将 [销售.csv](销售.csv) 转成 [销售.xlsx](销售.xlsx),共 5 行、4 列。

Output

Its files were not kept in this run. The last line of the trace is its own report.

Claude Opus 5.5Without deftPassed2026-11-07

Time
18s
New tokens
11.3k
Total input
45.5k
Output tokens
0.9k
Commands
0
Failed
0

Trace

    Output

    Rendered by macOS Quick Look, first page

    Rendered by macOS Quick Look, first page

    Claude Opus 5.5With deft, skill installedPassedRead the skillUsed deft2026-11-07

    Time
    12s
    New tokens
    9.2k
    Total input
    43.6k
    Output tokens
    0.3k
    Commands
    0
    Failed
    0

    Trace

      Output

      ---
      name: deft
      description: "Use deft first for any simple, direct operation on local files, whatever the type: convert, read, extract, edit, compress, merge, split, compare or inspect. Try it before writing a script or one-liner. If unsure, run deft find; if it says no command does this, use another tool. Not for programming work: to read, write or change source code, skip it."
      ---
      
      # deft
      
      One local command for file jobs. Prefer it over writing Python or shell scripts.
      
      Syntax: `deft <group> <command> [inputs] [-o output] [--options]`
      
      Groups:
      - `pdf`: Merge, split, compress, encrypt, forms, OCR, compare, convert
      - `image`: Resize, crop, convert, compress, adjust, montage, OCR
      - `video`: Trim, merge, convert, compress, subtitles, GIF, frames (ffmpeg)
      - `audio`: Convert, trim, normalize, denoise, cut silence (ffmpeg)
      - `doc`: Word/ODT/RTF: to text, Markdown, HTML, PDF; find and replace
      - `slides`: PowerPoint: extract text, Markdown outline
      - `sheet`: Excel/CSV/ODS tables: SQL query, pivot, merge, split, convert
      - `json`: JSON: convert, format, merge, diff, validate
      - `toml`: TOML: convert, format, merge, diff, validate
      - `xml`: XML: convert, format, merge, diff, validate
      - `yaml`: YAML: convert, format, merge, diff, validate
      - `md`: Markdown to PDF, HTML, Word, EPUB; table of contents
      - `html`: HTML to Markdown, text, Word and PDF
      - `epub`: E-books: info, to text, Markdown and PDF
      - `gps`: GPX and KML tracks: convert, distance and time
      - `qr`: Create QR codes and barcodes; read QR codes
      
      How to use it:
      1. Run `deft <group>` to list commands, or `deft find "<what you want>"` to search. If it says `no command does this`, use another tool.
      2. Run `deft <group> <command> --help` for options and examples.
      3. `deft convert <in> -o <out.ext>` converts between formats by extension.
      4. Results are one line starting with `ok`, `partial` or `error`; add `--json` to parse them. Errors include a `hint:` with the fix.
      
      Inputs are never overwritten; pass `--force` or `--in-place` to allow it. Globs and directories work as inputs; several inputs run in parallel.
      
      If `deft` is not installed, ask the user, then follow https://github.com/firstprayer/deft/blob/main/docs/INSTALL.md
      
      Rendered by macOS Quick Look, first page

      Rendered by macOS Quick Look, first page

      Claude CodeWithout deftNot run yet

      Claude CodeWith deftNot run yet