Build HEFTCom2024 benchmark dataset

data/energy.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:20b5fa40d8e853f781215447b33bca88dc98cc0318d9452be0813f51535a3cb4
+size 1760904

data/hornsea_nwp.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:0f80deffd5f9a965461de7d07800660c5eedfc11d3ba77f907b2abc7f5992a51
+size 9217051

data/pes10_nwp.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:eeea9520cdd4e6fe8575b569b144058d3aa6fe3acb84e8182e8265e66f5a9db3
+size 5600850

data/prices.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:f06002e87ecd2210484658eea4b12ebe285006ec9647ae4ce3346ab9f7808601
+size 1082315

overall_leaderboard.csv

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+Team,Pinball,Forecasting Track Rank,Revenue,Trading Track Rank,Combined Track Score,Combined Track Rank,Student Team
+SVK,22.1823421710739,1.0,88882213.670514,1.0,2.0,1.0,
+Rnt,24.6434953484028,3.0,88291184.1181676,2.0,5.0,2.0,
+UI BUD,23.1762162287318,2.0,88070771.445436,4.0,6.0,3.0,
+GEB,25.1550499940197,4.0,88183787.6921296,3.0,7.0,4.0,Student Team
+BridgeForCast,25.342245162771,5.0,87672289.3893079,6.0,11.0,5.0,
+sukantabasu,27.0358460109214,7.0,87832072.2702353,5.0,12.0,6.0,
+Stochastic Parrots,27.5031387111959,8.0,87527812.6373168,8.0,16.0,7.0,
+EnergiWise,27.6548460169185,9.0,87425227.1185036,9.0,18.0,8.0,
+LSEG Power Team,25.7406622438355,6.0,85710228.6425339,13.0,19.0,9.0,
+Ihubex,29.2180797358942,12.0,87641141.3599969,7.0,19.0,10.0,Student Team
+NICE_Forecast,27.9771471993206,10.0,87207330.8378812,11.0,21.0,11.0,Student Team
+Oracle,28.3367773515782,11.0,87201655.3655437,12.0,23.0,12.0,
+RE-Cast,30.0369313804831,13.0,87307806.9428616,10.0,23.0,13.0,
+GM Team Mannheim,33.9157188961954,15.0,85551557.1799376,15.0,30.0,14.0,
+༼ つ ◕_◕ ༽つ,31.0093787617854,14.0,84287066.8835021,18.0,32.0,15.0,
+Zzblu,35.043559648864,16.0,84411985.6171577,17.0,33.0,16.0,
+tradRES,37.1865767403117,18.0,84450178.1089498,16.0,34.0,17.0,Student Team
+OLPZR,44.8414747294427,20.0,85580916.494157,14.0,34.0,18.0,
+Eguzkinet,36.6784036515503,17.0,83826456.1102145,21.0,38.0,19.0,
+6340,47.3716573188578,21.0,84090328.4554269,19.0,40.0,20.0,
+KittenKilowatt,41.6714120248739,19.0,83710585.672395,22.0,41.0,21.0,
+power_rabbit,53.9643165453227,23.0,84028274.0732915,20.0,43.0,22.0,Student Team
+FCOR_BL,51.6607581892325,22.0,82258659.4303337,24.0,46.0,23.0,
+Enerweb,55.1337935170379,24.0,83218891.5852974,23.0,47.0,24.0,
+Benchmark,53.5817256830669,,82234089.2726754,,,,
+quantopia,25.377069024256,,87960547.9680974,,,,

rebase.yaml

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+name: heftcom2024
+description: 'Hybrid Energy Forecasting and Trading Competition 2024 (HEFTCom24):
+  forecast and trade the combined output of the Hornsea-1 offshore wind farm and East-England
+  (PES-10) solar. Public split: NWP features for the full span; energy actuals and
+  prices strictly before the competition evaluation period (2024-02-20). Holdout labels
+  live in the companion -private repo.'
+citation: 'Browell et al., ''The Hybrid Renewable Energy Forecasting and Trading Competition
+  2024'', arXiv:2507.01579. Data: doi.org/10.5281/zenodo.13950764 (CC-BY-4.0).'
+fields:
+  hornsea_nwp:
+    path: data/hornsea_nwp.parquet
+    kind: forecast
+    availability_lag: 4h
+    description: "DWD ICON-EU grid-mean over Hornsea-1, horizons \u2264 54h"
+  pes10_nwp:
+    path: data/pes10_nwp.parquet
+    kind: forecast
+    availability_lag: 4h
+    description: DWD ICON-EU point-mean over PES-10 solar sites
+  energy:
+    path: data/energy.parquet
+    kind: actual
+    availability_lag: 1D
+    description: Half-hourly MWh credits (wind/solar/total) + solar capacity
+  prices:
+    path: data/prices.parquet
+    kind: actual
+    availability_lag: 1D
+    description: Half-hourly day-ahead price, single system price, MIP