Add transmission datasets and update mining data

Add two new static datasets for cross-region arbitrage calculations:
- transmission_capacity: region-to-region capacity limits (20 rows)
- transmission_cost: transmission costs per path (20 rows)

Update mining dataset with EUR pricing and power metrics:
- Change btc_price_usd to btc_price_eur
- Add power_efficiency_th_per_mw, power_demand_mw
- Add revenue_eur_per_mwh, profit_eur_per_mwh
- Remove mining_profitability column

Changes include:
- scripts/02_fetch_historical.py: rewrite fetch_bitcoin_mining_data()
- scripts/01_generate_synthetic.py: add transmission data generators
- config/data_config.yaml: add transmission config, update bitcoin config
- config/schema.yaml: add 2 new schemas, update bitcoin_mining schema
- scripts/03_process_merge.py: add 2 new datasets
- scripts/04_validate.py: add 2 new datasets
- test/test_data.py: update for new datasets and bitcoin price reference

Total datasets: 9 (734,491 rows, 17.89 MB)
This commit is contained in:
2026-02-11 01:09:33 +07:00
parent d981f7c56c
commit faaadc1297
10 changed files with 361 additions and 70 deletions

View File

@@ -1,7 +1,7 @@
{
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@@ -11,19 +11,19 @@
},
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@@ -35,14 +35,26 @@
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"bitcoin_mining": {
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"transmission_cost": {
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}

View File

@@ -1,5 +1,5 @@
{
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@@ -84,6 +84,44 @@
"max_bid_price": "float64",
"client_type": "object"
}
},
"transmission_capacity": {
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"source_region",
"target_region",
"capacity_mw",
"direction",
"efficiency"
],
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}
},
"transmission_cost": {
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"columns": [
"source_region",
"target_region",
"cost_eur_mwh",
"loss_percent",
"congestion_surcharge_eur_mwh",
"fee_eur_mwh"
],
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"cost_eur_mwh": "float64",
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"congestion_surcharge_eur_mwh": "float64",
"fee_eur_mwh": "float64"
}
}
}
}

View File

@@ -1,12 +1,12 @@
{
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{
@@ -64,13 +64,13 @@
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@@ -111,7 +111,7 @@
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@@ -148,13 +148,13 @@
{
"column": "heat_rate",
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@@ -204,7 +204,7 @@
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@@ -214,8 +214,8 @@
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@@ -226,14 +226,62 @@
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}