Mirror v2 under legacy/v2
Browse files- legacy/v2/README_v2_release.md +58 -0
- legacy/v2/benchmark_directgen/benchmark_metadata.json +20 -0
- legacy/v2/benchmark_directgen/test.jsonl.gz +3 -0
- legacy/v2/benchmark_directgen/train.jsonl.gz +3 -0
- legacy/v2/benchmark_directgen/validation.jsonl.gz +3 -0
- legacy/v2/benchmark_profilegen/benchmark_metadata.json +21 -0
- legacy/v2/benchmark_profilegen/profiles_test.jsonl +3 -0
- legacy/v2/benchmark_profilegen/test.jsonl.gz +3 -0
- legacy/v2/benchmark_profilegen/validation.jsonl.gz +3 -0
- legacy/v2/benchmark_retrievalgen/benchmark_metadata.json +16 -0
- legacy/v2/benchmark_retrievalgen/test.jsonl.gz +3 -0
- legacy/v2/benchmark_retrievalgen/validation.jsonl.gz +3 -0
- legacy/v2/source/behavior_fixcost.parquet +3 -0
- legacy/v2/source/market_semantic.parquet +3 -0
- legacy/v2/source/source_metadata.json +18 -0
- legacy/v2/source/trade_price_matched.parquet +3 -0
- legacy/v2/splits/split_metadata.json +23 -0
- legacy/v2/splits/test.parquet +3 -0
- legacy/v2/splits/train.parquet +3 -0
- legacy/v2/splits/validation.parquet +3 -0
- legacy/v2/splits/wallet_ids_experiment_2000.txt +2000 -0
- legacy/v2/support_set/support_metadata.json +15 -0
- legacy/v2/support_set/support_wallet_index.parquet +3 -0
- legacy/v2/support_set/support_wallet_trades.parquet +3 -0
legacy/v2/README_v2_release.md
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# V2 Release (Trading-Level, refreshed)
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| 3 |
+
This V2 release is organized into three subfolders under `v2/`:
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| 4 |
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- `v2/source/` — source parquet tables
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| 6 |
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- `v2/splits/` — structured train/validation/test splits (parquet)
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| 7 |
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- `v2/benchmark_directgen/` — DirectGen benchmark (jsonl.gz)
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| 8 |
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| 9 |
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## 1) Source tables (`v2/source`)
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| 10 |
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| 11 |
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- `behavior_fixcost.parquet`
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| 12 |
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- `trade_price_matched.parquet`
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- `market_semantic.parquet`
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- `source_metadata.json`
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## 2) Dataset splits (`v2/splits`)
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| 18 |
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Files:
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- `train.parquet`
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- `validation.parquet`
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| 21 |
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- `test.parquet`
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| 22 |
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- `split_metadata.json`
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| 23 |
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- `wallet_ids_experiment_2000.txt`
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Current split policy:
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| 26 |
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- Fixed wallet universe: 2000 wallets
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- Per-wallet temporal split, then global merge
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- Current ratio: **85/10/5**
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- `validation/test` enforce **prior_same_market_trades >= 1** on final retained rows
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Current row counts:
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| 32 |
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- train: **1,311,941**
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| 33 |
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- validation: **114,471**
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- test: **59,560**
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| 35 |
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| 36 |
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## 3) DirectGen benchmark (`v2/benchmark_directgen`)
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| 38 |
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Files:
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| 39 |
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- `train.jsonl.gz`
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| 40 |
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- `validation.jsonl.gz`
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| 41 |
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- `test.jsonl.gz`
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| 42 |
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- `benchmark_metadata.json`
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| 43 |
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| 44 |
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Current generation policy:
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| 45 |
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- History organized as market blocks (`HistoryJSON`)
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| 46 |
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- Other-market context: top-5 most recently active markets
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| 47 |
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- Strict causality (`history < current sample time`)
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| 48 |
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- History amount field: `amount_usdc`
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| 49 |
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- Target amount field: `amount_usdc_est`
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| 50 |
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- History action labels unified to target direction vocabulary:
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| 51 |
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- `increase`, `decrease`, `close`
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| 52 |
+
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| 53 |
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Current row counts:
|
| 54 |
+
- train: **1,311,941**
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| 55 |
+
- validation: **114,471**
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| 56 |
+
- test: **59,559**
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| 57 |
+
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| 58 |
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> Note: benchmark test can be 1 row fewer than split test due to strict empty-history filtering during benchmark generation.
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legacy/v2/benchmark_directgen/benchmark_metadata.json
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{
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"version": "directgen_v2_fixcost_marketblocks_top5_v4_unified_actions_ratio85105_prior1",
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| 3 |
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"description": "DirectGen benchmark rebuilt from prior1 split with unified action labels.",
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| 4 |
+
"source_split": "/fsx/home/liangwei.yang/.openclaw/workspace/projects/usermodeling-dataset/v2_outputs/v2_split_avgtx_2000_seed20260421_ratio85105_perwallet_fixcost_prior1",
|
| 5 |
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"build_changes": [
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| 6 |
+
"validation/test remove prior_same_market_trades==0 on final retained rows",
|
| 7 |
+
"history action labels unified: increase/decrease/close"
|
| 8 |
+
],
|
| 9 |
+
"rows": {
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| 10 |
+
"train": 1311941,
|
| 11 |
+
"validation": 114471,
|
| 12 |
+
"test": 59559
|
| 13 |
+
},
|
| 14 |
+
"split_rows_after_prior1": {
|
| 15 |
+
"train": 1311941,
|
| 16 |
+
"validation": 114471,
|
| 17 |
+
"test": 59560
|
| 18 |
+
},
|
| 19 |
+
"strict_note": "DirectGen test may be 1 row fewer than split test due to strict empty-history drop during benchmark generation."
|
| 20 |
+
}
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legacy/v2/benchmark_directgen/test.jsonl.gz
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:88993dde064b8cc3c7bdaf8c201caeec12929524d84bd0d8b1b89ba61c3dd489
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| 3 |
+
size 5692947
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legacy/v2/benchmark_directgen/train.jsonl.gz
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:2b9d4495b283a8cd55fbe7a24249747d378cc94207ffd69d2456dc7494183042
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| 3 |
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size 98246232
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legacy/v2/benchmark_directgen/validation.jsonl.gz
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:f2381a55de3e6c25e7d7fabeb05431ee59b6c37e022d73226d87b2ff64af924c
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size 10218149
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legacy/v2/benchmark_profilegen/benchmark_metadata.json
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{
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| 2 |
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"version": "profilegen_v2_wallet_once_gpt54_pluscurmkt",
|
| 3 |
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"description": "ProfileGen built from DirectGen v2: one wallet profile per wallet (gpt-5.4) + current market history in prompt.",
|
| 4 |
+
"source_directgen": "v2_outputs/directgen_v2_fixcost_marketblocks_top5_v4_unified_actions_ratio85105_prior1",
|
| 5 |
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"files": {
|
| 6 |
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"test": "v2/benchmark_profilegen/test.jsonl.gz",
|
| 7 |
+
"validation": "v2/benchmark_profilegen/validation.jsonl.gz",
|
| 8 |
+
"profiles_test": "v2/benchmark_profilegen/profiles_test.jsonl",
|
| 9 |
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"profiles_validation": "v2/benchmark_profilegen/profiles_validation.jsonl"
|
| 10 |
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},
|
| 11 |
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"rows": {
|
| 12 |
+
"test": 59559,
|
| 13 |
+
"validation": 114471
|
| 14 |
+
},
|
| 15 |
+
"profile_generator_model": "gpt-5.4",
|
| 16 |
+
"prompt_components": [
|
| 17 |
+
"WalletProfile",
|
| 18 |
+
"CurrentMarketHistory",
|
| 19 |
+
"Current decision context"
|
| 20 |
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]
|
| 21 |
+
}
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legacy/v2/benchmark_profilegen/profiles_test.jsonl
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+
{"wallet": "0x0015acce7275f3c3a08071521a41af7c4edc1a8a", "profile": {"trading_style": "Small, active trader focused on short-term exits.", "market_preferences": "Event markets in sports and politics; often buys heavy favorites or 'No' side.", "risk_behavior": "Low to moderate risk; prefers high-probability positions over long shots.", "position_management": "Scales in with multiple small buys and exits partially or fully into strength.", "size_pattern": "Very small tickets, usually about 0.6-2.1 USDC per trade.", "notes": "Often captures gains near resolution; shows bias toward overpriced certainty and occasional hedged/opposite-side participation."}}
|
| 2 |
+
{"wallet": "0x0078d513ac983b164741628f39d80a78eac2bca0", "profile": {"trading_style": "Short-term event trader; buys mispriced outcomes and exits near resolution.", "market_preferences": "Sports markets, especially college football and totals; occasional geopolitics.", "risk_behavior": "Moderate-high risk; willing to buy low-probability sides and some opposite-side hedges.", "position_management": "Scales into positions with multiple buys, then closes aggressively near 0.97-0.99; sometimes flips/holds both sides.", "size_pattern": "Mostly small to mid-size trades ($2-$60), with repeated adds to build exposure.", "notes": "Looks opportunistic and price-sensitive, favoring undervalued contracts and late profit-taking."}}
|
| 3 |
+
{"wallet": "0x00222c8675977dfa6b875f76fa0d270eb7bc64ae", "profile": {"trading_style": "Event-driven, short-term probability scaler; often trades near resolution.", "market_preferences": "Strong bias toward buying NO in low-probability event markets, especially sports/politics/geopolitics.", "risk_behavior": "Generally conservative, favoring high-confidence NO positions at very high prices; occasional small speculative hedge.", "position_management": "Scales in and out, frequently trims or closes quickly for small gains; sometimes flips with tiny opposite-side exposure.", "size_pattern": "Mostly very large positions around ~$2k on strong-conviction trades, with smaller test or hedge trades from ~$2 to ~$100.", "notes": "Prefers mispriced long-shot NOs, repeats similar trades across comparable markets, and appears to optimize small edge capture over large directional bets."}}
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legacy/v2/benchmark_profilegen/test.jsonl.gz
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:64af0108dcdb043a396aab021a055c8e6261cee051d21154eb8694394d8e5e52
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| 3 |
+
size 4084494
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legacy/v2/benchmark_profilegen/validation.jsonl.gz
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:84fce586306daeae6bb197179691db4c32f46cf7912b6998a3d6fb8658b227c0
|
| 3 |
+
size 7041560
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legacy/v2/benchmark_retrievalgen/benchmark_metadata.json
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@@ -0,0 +1,16 @@
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| 1 |
+
{
|
| 2 |
+
"version": "retrievalgen_v2_top5_market_noprofile",
|
| 3 |
+
"description": "RetrievalGen benchmark without wallet profile. CurrentMarketHistory + RetrievedMarketTraces (Top5 same-market neighbors).",
|
| 4 |
+
"rows": {
|
| 5 |
+
"test": 59559,
|
| 6 |
+
"validation": 114471
|
| 7 |
+
},
|
| 8 |
+
"retrieval": {
|
| 9 |
+
"scope": "same market",
|
| 10 |
+
"top_k": 5,
|
| 11 |
+
"neighbor_trades": "all trades before current sample time",
|
| 12 |
+
"causality": "strictly before current sample time (block, log_index)",
|
| 13 |
+
"similarity": "0.4 act + 0.2 outcome + 0.2 price + 0.15 size + 0.05 tempo"
|
| 14 |
+
},
|
| 15 |
+
"support_set": "v2/support_set"
|
| 16 |
+
}
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legacy/v2/benchmark_retrievalgen/test.jsonl.gz
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| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3ed8489b0e94138a9187e54bb9a0dc26d7171851edfeb20f61793551562bba93
|
| 3 |
+
size 29645534
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legacy/v2/benchmark_retrievalgen/validation.jsonl.gz
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@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:41a20885a102eecc826bdd8977b1ba69e3fc36a62a40055c45df508a1746934f
|
| 3 |
+
size 54452878
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legacy/v2/source/behavior_fixcost.parquet
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:05ab2e70d270c3bf9e0acd9a06b9858449de9642e1c46bac30d8d1cfb019bb4a
|
| 3 |
+
size 1813800669
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legacy/v2/source/market_semantic.parquet
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ca593a1c620a86e04d74fbf86f85f2364853759ab94c31c74768a1a74b69371b
|
| 3 |
+
size 8068309
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legacy/v2/source/source_metadata.json
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|
| 1 |
+
{
|
| 2 |
+
"version": "v2_source_metadata_v1",
|
| 3 |
+
"files": [
|
| 4 |
+
{
|
| 5 |
+
"path": "v2/v2_behavior_features_merged_pospnl_kline_v2_fixcost.parquet",
|
| 6 |
+
"alias": "behavior_fixcost.parquet"
|
| 7 |
+
},
|
| 8 |
+
{
|
| 9 |
+
"path": "v2/v2_trade_price_matched_pre80m_cap30.parquet",
|
| 10 |
+
"alias": "trade_price_matched.parquet"
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"path": "v2/v2_market_semantic_from_behavior_cap30_pricecovered.parquet",
|
| 14 |
+
"alias": "market_semantic.parquet"
|
| 15 |
+
}
|
| 16 |
+
],
|
| 17 |
+
"note": "Source parquet files already exist under v2/ root in this repo."
|
| 18 |
+
}
|
legacy/v2/source/trade_price_matched.parquet
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| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f9e7aee55f22994d83da5a703b3c12c2dbf9784a923dbe367c4d2aa625a16f18
|
| 3 |
+
size 6505913504
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legacy/v2/splits/split_metadata.json
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|
| 1 |
+
{
|
| 2 |
+
"source_split_dir": "/fsx/home/liangwei.yang/.openclaw/workspace/projects/usermodeling-dataset/v2_outputs/v2_split_avgtx_2000_seed20260421_ratio85105_perwallet_fixcost",
|
| 3 |
+
"rule": "validation/test drop rows with prior_same_market_trades==0 computed on final retained rows; train unchanged",
|
| 4 |
+
"rows_before": {
|
| 5 |
+
"train": 1311941,
|
| 6 |
+
"validation": 134016,
|
| 7 |
+
"test": 69314
|
| 8 |
+
},
|
| 9 |
+
"rows_after": {
|
| 10 |
+
"train": 1311941,
|
| 11 |
+
"validation": 114471,
|
| 12 |
+
"test": 59560
|
| 13 |
+
},
|
| 14 |
+
"dropped": {
|
| 15 |
+
"validation": 19545,
|
| 16 |
+
"test": 9754
|
| 17 |
+
},
|
| 18 |
+
"files": {
|
| 19 |
+
"train": "/fsx/home/liangwei.yang/.openclaw/workspace/projects/usermodeling-dataset/v2_outputs/v2_split_avgtx_2000_seed20260421_ratio85105_perwallet_fixcost_prior1/train.parquet",
|
| 20 |
+
"validation": "/fsx/home/liangwei.yang/.openclaw/workspace/projects/usermodeling-dataset/v2_outputs/v2_split_avgtx_2000_seed20260421_ratio85105_perwallet_fixcost_prior1/validation.parquet",
|
| 21 |
+
"test": "/fsx/home/liangwei.yang/.openclaw/workspace/projects/usermodeling-dataset/v2_outputs/v2_split_avgtx_2000_seed20260421_ratio85105_perwallet_fixcost_prior1/test.parquet"
|
| 22 |
+
}
|
| 23 |
+
}
|
legacy/v2/splits/test.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6f9fd4e8f36a68f8ea70d4f1fdf7e139cde8e3c267c5ec2a6cc57c9739878a92
|
| 3 |
+
size 14558444
|
legacy/v2/splits/train.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4e250053dc2ff9639516a2bf6172e7bef98bf9aaeee87d9c39c199d4c2443d71
|
| 3 |
+
size 301285490
|
legacy/v2/splits/validation.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:744cadd3aa9e4f8a462d256370b48c392bc823c43f142b18d4fd311c9f6299de
|
| 3 |
+
size 27957230
|
legacy/v2/splits/wallet_ids_experiment_2000.txt
ADDED
|
@@ -0,0 +1,2000 @@
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|
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|
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|
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|
| 1938 |
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|
| 1939 |
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|
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|
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|
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|
| 1944 |
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|
| 1945 |
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|
| 1946 |
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|
| 1947 |
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|
| 1948 |
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|
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|
| 1950 |
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|
| 1951 |
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|
| 1952 |
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0x02540d81e8edb5498c8e4393fc0adfc42181efdb
|
| 1953 |
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|
| 1954 |
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|
| 1955 |
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|
| 1956 |
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|
| 1957 |
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|
| 1958 |
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0xf85b69376aee627f7519caa78cd9dc5e10ea5663
|
| 1959 |
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0x0d5ee5c536ccd78d179487b3d7e43ae4304d5c24
|
| 1960 |
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0x3257501508b82c2f7aeb914088b6ed089f362f3b
|
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|
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|
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|
| 1964 |
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0xa7121758c6a204376b3848d70bae75fbbecfbcdd
|
| 1965 |
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|
| 1966 |
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0x3d02d37e9fd377788e6370c95208dd3177b1d900
|
| 1967 |
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0x1c837e133735c4b549fd61db5f0ecc16758c6f40
|
| 1968 |
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0x426af56f91be3b29cd6435571948d7a5b473128b
|
| 1969 |
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0x886e8ceec740852b22a1d22e595847343bb097c0
|
| 1970 |
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0xdfa0c5c40da385450bf7be63a5c095258366c6ac
|
| 1971 |
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0x187365dee1866e49c87fba10734375615d5d37b6
|
| 1972 |
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0xb6d397514208c740cdcdd36c188b7f51e1bfa093
|
| 1973 |
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0xd47086b98d3cfe288e3f82de8a5a2f2218af783e
|
| 1974 |
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0x5be78e99197891cd5b07c432d1ab7eba50b1d440
|
| 1975 |
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0xa717a9ec68863b1301aac009c970af1cd98a8919
|
| 1976 |
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0xe471565da86af7b6e99d9c955b0b35d1f0e0c87c
|
| 1977 |
+
0x28da97de5c8c643d68840f0e47ce6d537aa4b97d
|
| 1978 |
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0x86399b04e99f724993d559ca45b0354212c8fb86
|
| 1979 |
+
0xa8f6989443930086c1f2ca4294f03370bd4b3cd9
|
| 1980 |
+
0x11827a9f63cef8c67747a922182e9c72a0f4b6bb
|
| 1981 |
+
0x1242fd34686528f2c611630fc91093b3eed08dfe
|
| 1982 |
+
0x90a0774c37e43c03116917adf3563aee1eb67e0a
|
| 1983 |
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0x99231a92691082ea93065c5c8569ceb30665e925
|
| 1984 |
+
0xadf0fa4ba304a170fddd3722039481d3b7a700fb
|
| 1985 |
+
0xde324a83c0fc3051a67dd60be948f7e73210700c
|
| 1986 |
+
0x220ce36c47fa467152b3bd8d431af74f232243c8
|
| 1987 |
+
0x4b2b407b549f355400937e4e001e51324234e0e6
|
| 1988 |
+
0x873c6211bb7bfa8087ef4c085ea1c7f6c780ac48
|
| 1989 |
+
0x12fe4f5dc74cae2314a7d6deffbe554c74d838cf
|
| 1990 |
+
0x245b31a4e70a19ec509af9309b2dfd8cb24400c5
|
| 1991 |
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0x587bcff09b7e887186a4e2b3086653f10dcd2622
|
| 1992 |
+
0x260d13a4c27f7edf65b07248a015ccc26ac5fbc2
|
| 1993 |
+
0x420e8deb590ad77ff5b2f6776cea2b1fc6dee3c9
|
| 1994 |
+
0x93764d99fa26c55bcbc4ef55e599fe24560a1655
|
| 1995 |
+
0xbf5bf2730e1d679eb9d6ee37ef48d03959e823ca
|
| 1996 |
+
0x7d249aa60d2be7ed0b477df0e22f9caf9791a93f
|
| 1997 |
+
0xfb328b94ed05115259bbc48ba8182df1416edb85
|
| 1998 |
+
0x7d07b8ef0725631c739fc3d4dcb8bb939ca80351
|
| 1999 |
+
0xcb734f9e0aea5044f093082a760e1d4b793fa4be
|
| 2000 |
+
0xdb27bf2ac5d428a9c63dbc914611036855a6c56e
|
legacy/v2/support_set/support_metadata.json
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"version": "support_set_v2_excl2000",
|
| 3 |
+
"source_table": "/fsx/home/liangwei.yang/.openclaw/workspace/projects/usermodeling-dataset/v2/v2_behavior_features_merged_pospnl_kline_v2_fixcost.parquet",
|
| 4 |
+
"excluded_wallets_file": "/fsx/home/liangwei.yang/.openclaw/workspace/projects/usermodeling-dataset/v2_outputs/wallet_ids_v2_2000_by_tx.txt",
|
| 5 |
+
"rule": "support set includes all wallets except fixed 2000 experiment wallets; sorted by wallet, block, log_index",
|
| 6 |
+
"outputs": {
|
| 7 |
+
"support_wallet_trades": "/fsx/home/liangwei.yang/.openclaw/workspace/projects/usermodeling-dataset/v2_outputs/support_set_v2_excl2000/support_wallet_trades.parquet",
|
| 8 |
+
"support_wallet_index": "/fsx/home/liangwei.yang/.openclaw/workspace/projects/usermodeling-dataset/v2_outputs/support_set_v2_excl2000/support_wallet_index.parquet"
|
| 9 |
+
},
|
| 10 |
+
"stats": {
|
| 11 |
+
"support_rows": 5086400,
|
| 12 |
+
"support_wallets": 11676,
|
| 13 |
+
"index_wallets": 11676
|
| 14 |
+
}
|
| 15 |
+
}
|
legacy/v2/support_set/support_wallet_index.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:95c1e9ff1b3839ad105c94669fa7a624051a98189249bedc3885cbe35e867a13
|
| 3 |
+
size 419132
|
legacy/v2/support_set/support_wallet_trades.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:af0b793fe4a50762b2aa13e1a9aa1de5712a8b6a333a598a7a26dabc218d5b2b
|
| 3 |
+
size 849783301
|