{
 "license": "CC-BY-NC-4.0; derived from the MerRec dataset, Copyright Mercari, Inc.; see LICENSE-MERREC.md in this directory",
 "name": "09_shopping_worlds",
 "sql_file": "fixture/demo/merrec/scripts/scale/09_shopping_worlds.sql",
 "sql": "WITH fans AS (\n  SELECT -(e.user_id + 1) AS src, CAST(i.brand_id AS BIGINT) AS dst\n  FROM merrec_events e JOIN merrec_items i ON i.item_id = e.item_id\n  WHERE e.event_type = 'item_like' AND i.brand_id <> 0\n  GROUP BY e.user_id, i.brand_id\n), top_brands AS (\n  SELECT dst AS brand_id, COUNT(*) AS fans FROM fans GROUP BY dst ORDER BY fans DESC, dst LIMIT 5000\n), worlds AS (\n  SELECT vertex AS brand_id, community AS world\n  FROM cugraph_leiden(\n    edges => (\n      SELECT first AS src, second AS dst, CAST(similarity AS DOUBLE) AS weight\n      FROM cugraph_jaccard(\n        edges => (SELECT src, dst FROM fans),\n        vertex_pairs => (SELECT a.brand_id AS first, b.brand_id AS second\n                         FROM top_brands a JOIN top_brands b ON a.brand_id < b.brand_id),\n        directed => false)\n      WHERE similarity >= 0.02),\n    directed => false, resolution => 3, seed => 42)\n), members AS (\n  SELECT w.world, n.brand_name, t.fans\n  FROM worlds w\n  JOIN top_brands t ON t.brand_id = w.brand_id\n  JOIN (SELECT CAST(brand_id AS BIGINT) AS brand_id, MIN(brand_name) AS brand_name\n        FROM merrec_items WHERE brand_id <> 0 GROUP BY brand_id) n ON n.brand_id = w.brand_id\n), ranked AS (\n  SELECT world, brand_name, fans,\n         ROW_NUMBER() OVER (PARTITION BY world ORDER BY fans DESC, brand_name) AS rk,\n         COUNT(*) OVER (PARTITION BY world) AS brands,\n         SUM(fans) OVER (PARTITION BY world) AS fan_links\n  FROM members\n)\nSELECT world, brands, fan_links, rk, brand_name, fans\nFROM ranked\nWHERE rk <= 5 AND brands >= 15\nORDER BY fan_links DESC, rk;\n",
 "binary_sha256": "f11352d8a2bb6873bf466b15698bbfb67d797a55d1a1dccbfb6713ca0e422969",
 "server_config": "fixture/demo/merrec/scripts/scale/server.toml",
 "runs": [
  {
   "name": "09_shopping_worlds_r1",
   "query_id": "64f3b75b-8c85-47f9-80d1-b666219d9d10",
   "elapsed_s": 5.899011808913201,
   "native_fragments": 7,
   "host_boundaries": 0,
   "allocator_peak_bytes": 58827257871,
   "query_limit_bytes": 96636764160,
   "source_cache_resident": {
    "items.parquet": 0.2526,
    "events.parquet": 0.2977
   }
  },
  {
   "name": "09_shopping_worlds_r2",
   "query_id": "7a20c0ea-d017-4a3e-8714-705b6fbd816d",
   "elapsed_s": 5.8450705169234425,
   "native_fragments": 7,
   "host_boundaries": 0,
   "allocator_peak_bytes": 58827257871,
   "query_limit_bytes": 96636764160,
   "source_cache_resident": {
    "items.parquet": 0.2526,
    "events.parquet": 0.2977
   }
  },
  {
   "name": "09_shopping_worlds_r3",
   "query_id": "261c9099-951d-4719-bc9a-c7d42b128bae",
   "elapsed_s": 5.889211053028703,
   "native_fragments": 7,
   "host_boundaries": 0,
   "allocator_peak_bytes": 58827257871,
   "query_limit_bytes": 96636764160,
   "source_cache_resident": {
    "items.parquet": 0.2526,
    "events.parquet": 0.2977
   }
  },
  {
   "name": "09_shopping_worlds_r4",
   "query_id": "d53e4046-1670-42f8-b28a-6c1a93124288",
   "elapsed_s": 5.848331538029015,
   "native_fragments": 7,
   "host_boundaries": 0,
   "allocator_peak_bytes": 58827257871,
   "query_limit_bytes": 96636764160,
   "source_cache_resident": {
    "items.parquet": 0.2526,
    "events.parquet": 0.2977
   }
  }
 ],
 "median_elapsed_s_after_first": 5.848331538029015,
 "rows": 190,
 "identical_results_across_runs": false,
 "schema": [
  "world: int64",
  "brands: int64",
  "fan_links: int64",
  "rk: uint64",
  "brand_name: string_view",
  "fans: int64"
 ],
 "records": [
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   "world": 13,
   "brands": 185,
   "fan_links": 11422796,
   "rk": 1,
   "brand_name": "Nike",
   "fans": 507979
  },
  {
   "world": 13,
   "brands": 185,
   "fan_links": 11422796,
   "rk": 2,
   "brand_name": "Handmade",
   "fans": 397593
  },
  {
   "world": 13,
   "brands": 185,
   "fan_links": 11422796,
   "rk": 3,
   "brand_name": "Disney",
   "fans": 364888
  },
  {
   "world": 13,
   "brands": 185,
   "fan_links": 11422796,
   "rk": 4,
   "brand_name": "Nintendo",
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  },
  {
   "world": 13,
   "brands": 185,
   "fan_links": 11422796,
   "rk": 5,
   "brand_name": "Gildan",
   "fans": 240895
  },
  {
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   "brands": 448,
   "fan_links": 2705416,
   "rk": 1,
   "brand_name": "Bandai",
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  },
  {
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   "fan_links": 2705416,
   "rk": 2,
   "brand_name": "Microsoft",
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   "fan_links": 2705416,
   "rk": 3,
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   "rk": 4,
   "brand_name": "PlayStation",
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   "fan_links": 2705416,
   "rk": 5,
   "brand_name": "Manga",
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   "rk": 1,
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   "fan_links": 1321372,
   "rk": 2,
   "brand_name": "little sleepies",
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   "fan_links": 1321372,
   "rk": 3,
   "brand_name": "Wonder Nation",
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   "fan_links": 1321372,
   "rk": 4,
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  },
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