Evals / tables / Reshape

Split into files of 100 rows

Split countries.csv into files of 100 rows each in a folder called parts.

normalsingledeft sheet split

The task

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

deft sheet split countries.csv --every 100 -o parts/

Input

NameCode
AfghanistanAF
AlbaniaAL
AlgeriaDZ
American SamoaAS
AndorraAD
AngolaAO
AnguillaAI
AntarcticaAQ
Antigua and BarbudaAG
ArgentinaAR
ArmeniaAM
ArubaAW
AustraliaAU
AustriaAT
AzerbaijanAZ
BahamasBS
BahrainBH
BangladeshBD
BarbadosBB
BelarusBY
BelgiumBE
BelizeBZ
BeninBJ

Showing 24 of 250 rows.

Reference output

NameCode
AfghanistanAF
AlbaniaAL
AlgeriaDZ
American SamoaAS
AndorraAD
AngolaAO
AnguillaAI
AntarcticaAQ
Antigua and BarbudaAG
ArgentinaAR
ArmeniaAM
ArubaAW
AustraliaAU
AustriaAT
AzerbaijanAZ
BahamasBS
BahrainBH
BangladeshBD
BarbadosBB
BelarusBY
BelgiumBE
BelizeBZ
BeninBJ

Showing 24 of 101 rows.

NameCode
HungaryHU
IcelandIS
IndiaIN
IndonesiaID
Iran, Islamic Republic ofIR
IraqIQ
IrelandIE
Isle of ManIM
IsraelIL
ItalyIT
JamaicaJM
JapanJP
JerseyJE
JordanJO
KazakhstanKZ
KenyaKE
KiribatiKI
Korea, Democratic People's Republic ofKP
Korea, Republic ofKR
KuwaitKW
KyrgyzstanKG
Lao People's Democratic RepublicLA
LatviaLV

Showing 24 of 101 rows.

NameCode
Sint Maarten (Dutch part)SX
SlovakiaSK
SloveniaSI
Solomon IslandsSB
SomaliaSO
South AfricaZA
South Georgia and the South Sandwich IslandsGS
South SudanSS
SpainES
Sri LankaLK
SudanSD
SurinameSR
Svalbard and Jan MayenSJ
SwedenSE
SwitzerlandCH
Syrian Arab RepublicSY
Taiwan, Province of ChinaTW
TajikistanTJ
Tanzania, United Republic ofTZ
ThailandTH
Timor-LesteTL
TogoTG
TokelauTK

Showing 24 of 50 rows.

How a result is judged (1 check)
  • count_files: glob = "parts/*.csv", count = 3

Runs

CodexWithout deftPassed2026-11-07

Time
14s
New tokens
3.7k
Total input
40.4k
Output tokens
0.5k
Commands
2
Failed
0

Trace

  1. I’ll inspect the CSV’s header and row count, then write sequential 100-row chunks into `parts/` in the current directory.

  2. pwd && rg --files -g 'countries.csv' -g 'AGENTS.md' -g '"'!parts/**'"'
    output
    countries.csv
  3. python3 - <<'PY' import csv from pathlib import Path src = Path('countries.csv') out = Path('parts') out.mkdir(exist_ok=True) with src.open(newline='', encoding='utf-8-sig') as f: reader = csv.reader(f) try: header = next(reader) except StopIteration: rows = [] else: rows = list(reader) for old in out.glob('*.csv'): old.unlink() for i in range(0, len(rows), 100): with (out / f'countries_{i // 100 + 1:03}.csv').open('w', newline='', encoding='utf-8') as f: writer = csv.writer(f) if header: writer.writerow(header) writer.writerows(rows[i:i+100]) print(f'{len(rows)} data rows split into {(len(rows)+99)//100} files; final chunk has {len(rows)%100 or (100 if rows else 0)} data rows.') PY ls -la parts
    output
    249 data rows split into 3 files; final chunk has 49 data rows.
    total 24
    drwxr-xr-x@ 5 user  staff   160 Nov  6 17:26 .
    drwxr-xr-x@ 4 user  staff   128 Nov  6 17:26 ..
    -rw-r--r--@ 1 user  staff  1582 Nov  6 17:26 countries_001.csv
    -rw-r--r--@ 1 user  staff  1601 Nov  6 17:26 countries_002.csv
    -rw-r--r--@ 1 user  staff   924 Nov  6 17:26 countries_003.csv
  4. Split `countries.csv` into three files in [parts](parts): two with 100 data rows each and one with 49. Each file includes the header.

Output

NameCode
AfghanistanAF
AlbaniaAL
AlgeriaDZ
American SamoaAS
AndorraAD
AngolaAO
AnguillaAI
AntarcticaAQ
Antigua and BarbudaAG
ArgentinaAR
ArmeniaAM
ArubaAW
AustraliaAU
AustriaAT
AzerbaijanAZ
BahamasBS
BahrainBH
BangladeshBD
BarbadosBB
BelarusBY
BelgiumBE
BelizeBZ
BeninBJ

Showing 24 of 101 rows.

NameCode
HungaryHU
IcelandIS
IndiaIN
IndonesiaID
Iran, Islamic Republic ofIR
IraqIQ
IrelandIE
Isle of ManIM
IsraelIL
ItalyIT
JamaicaJM
JapanJP
JerseyJE
JordanJO
KazakhstanKZ
KenyaKE
KiribatiKI
Korea, Democratic People's Republic ofKP
Korea, Republic ofKR
KuwaitKW
KyrgyzstanKG
Lao People's Democratic RepublicLA
LatviaLV

Showing 24 of 101 rows.

NameCode
Sint Maarten (Dutch part)SX
SlovakiaSK
SloveniaSI
Solomon IslandsSB
SomaliaSO
South AfricaZA
South Georgia and the South Sandwich IslandsGS
South SudanSS
SpainES
Sri LankaLK
SudanSD
SurinameSR
Svalbard and Jan MayenSJ
SwedenSE
SwitzerlandCH
Syrian Arab RepublicSY
Taiwan, Province of ChinaTW
TajikistanTJ
Tanzania, United Republic ofTZ
ThailandTH
Timor-LesteTL
TogoTG
TokelauTK

Showing 24 of 50 rows.

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

Time
18s
New tokens
6.1k
Total input
100.8k
Output tokens
0.6k
Commands
5
Failed
0

Trace

  1. I’ll inspect the CSV and the available local file tool, then create numbered chunks of 100 data rows under `parts/`.

  2. cat .agents/skills/deft/SKILL.md && pwd && rg --files -g 'countries.csv' -g '"'!parts/**'"'
    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, 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, downlo
    … 864 more characters
  3. deft find "split CSV into files by row count"
    output
    sheet split   sheet -> sheet...  Split up: --sheets, --columns city or --every 1000
    sheet dedupe  sheet -> sheet     Drop repeated rows, by whole row or --columns
    sheet to-md   sheet -> md        Markdown table (first row is the header)
    sheet group   sheet -> sheet     Group and total: --columns city --values sales --agg sum
    sheet info    sheet -> report    Sheet names, rows, columns
  4. deft sheet split --help && ls -la
    output
    deft sheet split - Split up: --sheets, --columns city or --every 1000
    
    Usage: deft sheet split <sheet>... [-o <dir>] [options]
    In: sheet (each handled separately)   Out: sheet files in <name>-split/
    --sheets writes each sheet to its own file; the others split rows.
    
    Options:
      --sheets                     One file per sheet of a workbook
      --columns <text>             One file per value of this column
      --every <n>                  Rows per file
      --sheet <text>               Sheet name or number (default: first)
      --to <csv|xlsx|json>         Output format (default: like the input)
    Common: -o --force --dry-run --json -j   (deft help common)
    
    Examples:
      deft sheet split book.xlsx --sheets -o parts/
      deft sheet split people.csv --every 1 --to json -o rows/
    
    Result fields: files
    total 8
    drwxr-xr-x@    4 user  staff    128 Nov  6 19:06 .
    drwx------@ 1801 user  staff  57632 Nov  6 19:06 ..
    drwxr-xr-x@    3 user  staff     96 Nov  6 19:06 .agents
    -rw-r--r--@    1 user  staff   3835 Nov  5 21:11 countries.csv
  5. deft sheet split countries.csv --every 100 -o parts
    output
    ok sheet.split countries.csv -> parts/  3 files  0.00s
  6. ls -l parts
    output
    total 24
    -rw-r--r--@ 1 user  staff  1481 Nov  6 19:06 countries-001.csv
    -rw-r--r--@ 1 user  staff  1500 Nov  6 19:06 countries-002.csv
    -rw-r--r--@ 1 user  staff   874 Nov  6 19:06 countries-003.csv
  7. Split `countries.csv` into three files in [parts](parts): `countries-001.csv`, `countries-002.csv`, and `countries-003.csv`.

Output

NameCode
AfghanistanAF
AlbaniaAL
AlgeriaDZ
American SamoaAS
AndorraAD
AngolaAO
AnguillaAI
AntarcticaAQ
Antigua and BarbudaAG
ArgentinaAR
ArmeniaAM
ArubaAW
AustraliaAU
AustriaAT
AzerbaijanAZ
BahamasBS
BahrainBH
BangladeshBD
BarbadosBB
BelarusBY
BelgiumBE
BelizeBZ
BeninBJ

Showing 24 of 101 rows.

NameCode
HungaryHU
IcelandIS
IndiaIN
IndonesiaID
Iran, Islamic Republic ofIR
IraqIQ
IrelandIE
Isle of ManIM
IsraelIL
ItalyIT
JamaicaJM
JapanJP
JerseyJE
JordanJO
KazakhstanKZ
KenyaKE
KiribatiKI
Korea, Democratic People's Republic ofKP
Korea, Republic ofKR
KuwaitKW
KyrgyzstanKG
Lao People's Democratic RepublicLA
LatviaLV

Showing 24 of 101 rows.

NameCode
Sint Maarten (Dutch part)SX
SlovakiaSK
SloveniaSI
Solomon IslandsSB
SomaliaSO
South AfricaZA
South Georgia and the South Sandwich IslandsGS
South SudanSS
SpainES
Sri LankaLK
SudanSD
SurinameSR
Svalbard and Jan MayenSJ
SwedenSE
SwitzerlandCH
Syrian Arab RepublicSY
Taiwan, Province of ChinaTW
TajikistanTJ
Tanzania, United Republic ofTZ
ThailandTH
Timor-LesteTL
TogoTG
TokelauTK

Showing 24 of 50 rows.

Claude Opus 5.5Without deftPassed2026-11-07

Time
23s
New tokens
10.5k
Total input
72.5k
Output tokens
1.3k
Commands
0
Failed
0

Trace

    Output

    NameCode
    AfghanistanAF
    AlbaniaAL
    AlgeriaDZ
    American SamoaAS
    AndorraAD
    AngolaAO
    AnguillaAI
    AntarcticaAQ
    Antigua and BarbudaAG
    ArgentinaAR
    ArmeniaAM
    ArubaAW
    AustraliaAU
    AustriaAT
    AzerbaijanAZ
    BahamasBS
    BahrainBH
    BangladeshBD
    BarbadosBB
    BelarusBY
    BelgiumBE
    BelizeBZ
    BeninBJ

    Showing 24 of 101 rows.

    NameCode
    HungaryHU
    IcelandIS
    IndiaIN
    IndonesiaID
    Iran, Islamic Republic ofIR
    IraqIQ
    IrelandIE
    Isle of ManIM
    IsraelIL
    ItalyIT
    JamaicaJM
    JapanJP
    JerseyJE
    JordanJO
    KazakhstanKZ
    KenyaKE
    KiribatiKI
    Korea, Democratic People's Republic ofKP
    Korea, Republic ofKR
    KuwaitKW
    KyrgyzstanKG
    Lao People's Democratic RepublicLA
    LatviaLV

    Showing 24 of 101 rows.

    NameCode
    Sint Maarten (Dutch part)SX
    SlovakiaSK
    SloveniaSI
    Solomon IslandsSB
    SomaliaSO
    South AfricaZA
    South Georgia and the South Sandwich IslandsGS
    South SudanSS
    SpainES
    Sri LankaLK
    SudanSD
    SurinameSR
    Svalbard and Jan MayenSJ
    SwedenSE
    SwitzerlandCH
    Syrian Arab RepublicSY
    Taiwan, Province of ChinaTW
    TajikistanTJ
    Tanzania, United Republic ofTZ
    ThailandTH
    Timor-LesteTL
    TogoTG
    TokelauTK

    Showing 24 of 50 rows.

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

    Time
    9s
    New tokens
    10.1k
    Total input
    59.5k
    Output tokens
    0.5k
    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
      
      NameCode
      AfghanistanAF
      AlbaniaAL
      AlgeriaDZ
      American SamoaAS
      AndorraAD
      AngolaAO
      AnguillaAI
      AntarcticaAQ
      Antigua and BarbudaAG
      ArgentinaAR
      ArmeniaAM
      ArubaAW
      AustraliaAU
      AustriaAT
      AzerbaijanAZ
      BahamasBS
      BahrainBH
      BangladeshBD
      BarbadosBB
      BelarusBY
      BelgiumBE
      BelizeBZ
      BeninBJ

      Showing 24 of 101 rows.

      NameCode
      HungaryHU
      IcelandIS
      IndiaIN
      IndonesiaID
      Iran, Islamic Republic ofIR
      IraqIQ
      IrelandIE
      Isle of ManIM
      IsraelIL
      ItalyIT
      JamaicaJM
      JapanJP
      JerseyJE
      JordanJO
      KazakhstanKZ
      KenyaKE
      KiribatiKI
      Korea, Democratic People's Republic ofKP
      Korea, Republic ofKR
      KuwaitKW
      KyrgyzstanKG
      Lao People's Democratic RepublicLA
      LatviaLV

      Showing 24 of 101 rows.

      NameCode
      Sint Maarten (Dutch part)SX
      SlovakiaSK
      SloveniaSI
      Solomon IslandsSB
      SomaliaSO
      South AfricaZA
      South Georgia and the South Sandwich IslandsGS
      South SudanSS
      SpainES
      Sri LankaLK
      SudanSD
      SurinameSR
      Svalbard and Jan MayenSJ
      SwedenSE
      SwitzerlandCH
      Syrian Arab RepublicSY
      Taiwan, Province of ChinaTW
      TajikistanTJ
      Tanzania, United Republic ofTZ
      ThailandTH
      Timor-LesteTL
      TogoTG
      TokelauTK

      Showing 24 of 50 rows.

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