README.md

---
annotations_creators:
- no-annotation
language_creators:
- crowdsourced
pretty_name: Wikipedia
paperswithcode_id: null
license:
- cc-by-sa-3.0
- gfdl
task_categories:
- text-generation
- fill-mask
task_ids:
- language-modeling
- masked-language-modeling
source_datasets:
- original
multilinguality:
- multilingual
size_categories:
- n<1K
- 1K<n<10K
- 10K<n<100K
- 100K<n<1M
- 1M<n<10M
language:
# - aa  - closed and no dump
- ab
- ace
- ady
- af
- ak
- als
- alt
- am
- ami
- an
- ang
- anp
- ar
- arc
- ary
- arz
- as
- ast
- atj
- av
- avk
- awa
- ay
- az
- azb
- ba
- ban
- bar
# - bat-smg - see bcp47 below
- bcl
# - be-x-old - see bcp47 below
- be
- bg
- bh
- bi
- bjn
- blk
- bm
- bn
- bo
- bpy
- br
- bs
- bug
- bxr
- ca
# - cbk-zam - see bcp47 below
- cdo
- ce
- ceb
- ch
- cho  # closed
- chr
- chy
- ckb
- co
- cr
- crh
- cs
- csb
- cu
- cv
- cy
- da
- dag
- de
- din
- diq
- dsb
- dty
- dv
- dz
- ee
- el
- eml
- eo
- es
- et
- eu
- ext
- fa
- fat
- ff
- fi
# - fiu-vro - see bcp47 below
- fj
- fo
- fr
- frp
- frr
- fur
- fy
- ga
- gag
- gan
- gcr
- gd
- gl
- glk
- gn
- gom
- gor
- got
- gu
- guc
- gur
- guw
- gv
- ha
- hak
- haw
- he
- hi
- hif
- ho  # closed
- hr
- hsb
- ht
- hu
- hy
- hyw
# - hz  - closed and no dump
- ia
- id
- ie
- ig
- ii  # closed
- ik
- ilo
- inh
- io
- is
- it
- iu
- ja
- jam
- jbo
- jv
- ka
- kaa
- kab
- kbd
- kbp
- kcg
- kg
- ki
- kj  # closed
- kk
- kl
- km
- kn
- ko
- koi
# - kr - closed and no dump
- krc
- ks
- ksh
- ku
- kv
- kw
- ky
- la
- lad
- lb
- lbe
- lez
- lfn
- lg
- li
- lij
- lld
- lmo
- ln
- lo
- lrc  # closed
- lt
- ltg
- lv
- mad
- mai
# - map-bms - see bcp47 below
- mdf
- mg
- mh
- mhr
- mi
- min
- mk
- ml
- mn
- mni
- mnw
- mr
- mrj
- ms
- mt
- mus  # closed
- mwl
- my
- myv
- mzn
# - na - closed and no dump
- nah
- nap
# - nds-nl - see bcp47 below
- nds
- ne
- new
- ng  # closed
- nia
- nl
- nn
- no
- nov
- nqo
- nrm
- nso
- nv
- ny
- oc
- olo
- om
- or
- os
- pa
- pag
- pam
- pap
- pcd
- pcm
- pdc
- pfl
- pi
- pih
- pl
- pms
- pnb
- pnt
- ps
- pt
- pwn
- qu
- rm
- rmy
- rn
- ro
# - roa-rup - see bcp47 below
# - roa-tara - see bcp47 below
- ru
- rue
- rw
- sa
- sah
- sat
- sc
- scn
- sco
- sd
- se
- sg
- sh
- shi
- shn
- si
# - simple - see bcp47 below
- sk
- skr
- sl
- sm
- smn
- sn
- so
- sq
- sr
- srn
- ss
- st
- stq
- su
- sv
- sw
- szl
- szy
- ta
- tay
- tcy
- te
- tet
- tg
- th
- ti
- tk
- tl
- tn
- to
- tpi
- tr
- trv
- ts
- tt
- tum
- tw
- ty
- tyv
- udm
- ug
- uk
- ur
- uz
- ve
- vec
- vep
- vi
- vls
- vo
- wa
- war
- wo
- wuu
- xal
- xh
- xmf
- yi
- yo
- za
- zea
- zh
# - zh-classical - see bcp47 below
# - zh-min-nan - see bcp47 below
# - zh-yue - see bcp47 below
- zu
language_bcp47:
- bat-smg
- be-x-old
- cbk-zam
- fiu-vro
- map-bms
- nds-nl
- roa-rup
- roa-tara
- simple
- zh-classical
- zh-min-nan
- zh-yue
dataset_info:
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---

# Wikipedia

This Wikipedia dataset contains all available languages for recent dumps. It is
a refresh of the [20220301 wikipedia](https://hf.co/datasets/wikipedia) from
Huggingface, so it has the same license and dataset card details. The benefits
of this dataset are:

- more recent dumps (see table below)
- a few additional languages
- all available languages are preprocessed (including the largests: `en` and
  `ceb`)

| version | dump     | # available languages   | closed & dump                                   | closed & no dump  |
| -----   | ----     | -----                   | ------                                          | ---               |
| `1.0.0` | 20230601 | 328                     | 9: ak (soon), cho, ho, ii, kj, lrc, mh, mus, ng | 4: aa, hz, kr, na |
|         | 20230901 | see you in September... |                                                 |                   |

Source: [List of Wikimedia
Languages](https://en.wikipedia.org/wiki/List_of_Wikipedias). A few (9)
Wikimedias are closed, meaning they won't have new pages, but the dumps are
still available. In addition, very few (4) Wikimedias are closed and don't
have dumps anymore.

## Release Notes

`1.0.0`

- **chore**: File layout is now `data/{dump}/{lang}/{info.json,*.parquet}`.
  Sorry for the radical update, probably won't happen again.
- **chore**: Parquet files are now sharded (size < 200 MB), allowing parallel
  downloads and processing.
- **fix**: All languages were all processed again because of a bug in the media
  and category names, leading to some links not being extracted.
- **feat**: Add `en` and `ceb` which were too big for my Beam DirectRunner at
  the time.

## Usage

```python
from datasets import load_dataset

wikipedia_es = load_dataset("graelo/wikipedia", "20230601.es")
```

---

## Build instructions

Developer only. This dataset was preprocessed with a Beam DirectRunner as
follows.

### 1. Determine the date of the dump you are interested in

Choose one wikipedia dump, for instance <https://dumps.wikimedia.org/cewiki/>
and identify the date.

### 2. [Optional] Get a refreshed list of languages

This is optional because it not very likely that a new language will have
suddenly appeared since the last version _and_ have a significant dataset.

Navigate to <https://en.wikipedia.org/wiki/List_of_Wikipedias> and copy the
languages column from the "Detailed list" table (near the end of the page).

Copy that content in the form of a Python list into `lang_def.py` (at the top
of the repo) under a new date.

### 3. [Optional] Create Media and Category aliases

In order to properly extract links to images and media in all languages, we
must refresh the two corresponding files. To do so, from the root of the repo,
run

```sh
python -m prep.create_aliases
```

This will create or update these two files at the root of the repo:

- `media_aliases.py`
- `category_aliases.py`

These files are used in the final step

### 4. Build and prepare the datasets into sharded parquet files

Running this script downloads the wikipedia dumps for each language in
`lang_def.py` and shards each language dataset into the appropriate number of
shards (max size ~ 250MB).

```sh
python -m prep.build --date 20230601
```

There are other options:

```text
$ python -m prep.build --help
usage: Wikipedia Builder [-h] [--date DATE] [--language [LANG ...]] [--cache-dir DIR] [--mirror MIRROR]

Prepares the Wikipedia dataset for each language

optional arguments:
  -h, --help             show this help message and exit
  --date DATE            Wikipedia dump date (e.g. 20230601)
  --language [LANG ...]  Language code (e.g. en). If missing, all languages are processed
  --cache-dir DIR        Cache directory for 🤗 Datasets
  --mirror MIRROR        Mirror URL
```

For instance, for faster downloads of the dumps, use the mirror option:

```sh
python -m prep.build \
    --date 20230601 \
    --language bs \
    --mirror https://mirror.accum.se/mirror/wikimedia.org/dumps/
```

It will download the dumps at around 60MB/s instead of the capped speed
(~4MB/s) from <https://dumps.wikimedia.org>. The script will skip existing
directories, allowing you to run the script in several passes.

Notes:

- These instructions build upon the build process of the
  [Wikipedia](https://huggingface.co/datasets/wikipedia) 🤗 Dataset. HF did a
  fantastic job, I just pushed it a bit further.
- Be aware that not all mirrors contain all dumps. For instance mirror.accum.se
  does not contain dumps for languages such as be-x-old or cbk-zam. My own
  solution is to run a first pass using the aforementioned mirror, and a second
  pass with the official `https://dumps.wikimedia.org` site (omitting the
  `--mirror` parameter).