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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    TypeError
Message:      Couldn't cast array of type
struct<loginplayeventcourseid: string, wins: string, losses: string>
to
{'wins': Value('string'), 'losses': Value('string')}
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2312, in cast_table_to_schema
                  cast_array_to_feature(
                  ~~~~~~~~~~~~~~~~~~~~~^
                      table[name] if name in table_column_names else pa.array([None] * len(table), type=schema.field(name).type),
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                      feature,
                      ^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1861, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                                           ~~~~^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2118, in cast_array_to_feature
                  casted_array_values = _c(array.values, feature.feature)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1863, in wrapper
                  return func(array, *args, **kwargs)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2068, in cast_array_to_feature
                  _c(array.field(name) if name in array_fields else null_array, subfeature)
                  ~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1863, in wrapper
                  return func(array, *args, **kwargs)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2158, in cast_array_to_feature
                  raise TypeError(f"Couldn't cast array of type\n{_short_str(array.type)}\nto\n{_short_str(feature)}")
              TypeError: Couldn't cast array of type
              struct<loginplayeventcourseid: string, wins: string, losses: string>
              to
              {'wins': Value('string'), 'losses': Value('string')}
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1879, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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description
string
starttime
string
site_name
string
player_count
dict
decklists
list
Pauper Challenge 16
2026-09-01 10:00:00.0
pauper-challenge-16-2026-09-0112853221
{ "tournamentid": "12853221", "players": "31", "queued_players": "31" }
[ { "player": "ejk", "colors": [ "R" ], "archetype": "Mono Red Madness", "wins": { "wins": "7", "losses": "1" }, "final_rank": 1, "main_deck": [ { "qty": "4", "card_attributes": { "card_name": "Lightning Bolt", "card_type": "I...
Pauper Challenge 16
2026-10-03 09:00:00.0
pauper-challenge-16-2026-09-0612855476
{ "tournamentid": "12855476", "players": "28", "queued_players": "28" }
[ { "player": "Luminati", "colors": [ "U" ], "archetype": "Mono Blue Terror", "wins": { "wins": "7", "losses": "1" }, "final_rank": 1, "main_deck": [ { "qty": "4", "card_attributes": { "card_name": "Tolarian Terror", "card_typ...
Pauper Challenge 16
2026-09-08 10:00:00.0
pauper-challenge-16-2026-09-0812853785
null
[{"player":"yahakara","colors":["R"],"archetype":"Mono Red Madness","wins":{"wins":"7","losses":"2"}(...TRUNCATED)
Pauper Challenge 16
2026-09-15 10:00:00.0
pauper-challenge-16-2026-09-1512854110
{ "tournamentid": "12854110", "players": "27", "queued_players": "27" }
[{"player":"boytriton","colors":["U"],"archetype":"Mono Blue Terror","wins":{"wins":"7","losses":"1"(...TRUNCATED)
Pauper Challenge 16
2026-09-19 09:00:00.0
pauper-challenge-16-2026-09-1912854501
{ "tournamentid": "12854501", "players": "28", "queued_players": "28" }
[{"player":"Luminati","colors":["U"],"archetype":"Mono Blue Terror","wins":{"wins":"8","losses":"0"}(...TRUNCATED)
Pauper Challenge 16
2026-09-22 10:00:00.0
pauper-challenge-16-2026-09-2212854534
{ "tournamentid": "12854534", "players": "28", "queued_players": "28" }
[{"player":"Denisevich","colors":["B","R","W"],"archetype":"Mardu Wildfire","wins":{"wins":"7","loss(...TRUNCATED)
Pauper Challenge 16
2026-09-26 09:00:00.0
pauper-challenge-16-2026-09-2612854918
{ "tournamentid": "12854918", "players": "43", "queued_players": "43" }
[{"player":"RUCetFort","colors":["W"],"archetype":"White Weenie","wins":{"wins":"7","losses":"2"},"f(...TRUNCATED)
Pauper Challenge 16
2026-09-29 10:00:00.0
pauper-challenge-16-2026-09-2912854951
{ "tournamentid": "12854951", "players": "24", "queued_players": "24" }
[{"player":"serajh","colors":["B","U","W"],"archetype":"Esper Affinity","wins":{"wins":"6","losses":(...TRUNCATED)
Pauper Challenge 16
2026-10-03 09:00:00.0
pauper-challenge-16-2026-10-0312855476
{ "tournamentid": "12855476", "players": "28", "queued_players": "28" }
[{"player":"Luminati","colors":["U"],"archetype":"Mono Blue Terror","wins":{"wins":"7","losses":"1"}(...TRUNCATED)
Pauper Challenge 16
2026-10-06 10:00:00.0
pauper-challenge-16-2026-10-0612855509
{ "tournamentid": "12855509", "players": "33", "queued_players": "33" }
[{"player":"Kirblinxy","colors":["G","U"],"archetype":"Simic Fog","wins":{"wins":"7","losses":"2"},"(...TRUNCATED)
End of preview.

Merchant Scroll — Pauper Tournament Decklists

Every Magic: The Gathering Pauper decklist collected by Merchant Scroll: MTGO Leagues, Challenges, Showcases and RC qualifiers from mtgo.com, plus paper events from Pauperwave. The crawler updates it several times an hour.

Files

Path Contents
raw/<site_name>.json One tournament per file, named after its mtgo.com slug (pauperwave-<slug> for paper events)
card-art.json Card name → first-printing Scryfall image URLs (_unresolved lists names Scryfall does not know)
info.json Time of the last crawl that changed the data

Tournament record

{
  "description": "Pauper Challenge 32 Special",
  "starttime": "2025-11-12 23:30:00.0",
  "site_name": "pauper-challenge-32-special-2025-11-1212824383",
  "player_count": {"tournamentid": "12824383", "players": "32", "queued_players": "32"},
  "decklists": [
    {
      "player": "Paul16",
      "archetype": "Jund Gardens",
      "colors": ["B"],
      "wins": {"wins": "7", "losses": "1"},
      "final_rank": 1,
      "main_deck": [{"qty": "1", "card_attributes": {"card_name": "Mountain", "card_type": "LAND"}}],
      "sideboard_deck": [{"qty": "3", "card_attributes": {"card_name": "Red Elemental Blast", "card_type": "INSTNT"}}]
    }
  ]
}
  • qty, wins and player_count values are strings, as mtgo.com publishes them.
  • archetype is assigned by Merchant Scroll's classifier, not by the player.
  • wins and final_rank appear only for events with published results; Leagues publish 5-0 lists without standings.
  • source and format appear on paper (Pauperwave) events only.

Loading

from huggingface_hub import snapshot_download

path = snapshot_download("vedalken/merchantscroll", repo_type="dataset", allow_patterns="raw/*")

Decklists are published by Wizards of the Coast on mtgo.com and by the Pauperwave community; Merchant Scroll only collects and labels them.

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