From 8f99f6535e3ee5bf1b576a3d89dd73fd9a359518 Mon Sep 17 00:00:00 2001 From: Joey Eamigh <55670930+JoeyEamigh@users.noreply.github.com> Date: Wed, 11 Feb 2026 16:08:06 -0500 Subject: [PATCH] =?UTF-8?q?phase=207:=20full=20US=20coverage=20=E2=80=94?= =?UTF-8?q?=20grid=20regions,=20datacenters,=20power=20plants,=20backfill,?= =?UTF-8?q?=20chart=20perf?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - Add 7 new grid regions (BPA, DUKE, SOCO, TVA, FPC, WAPA, NWMT) to cover entire continental US - Expand datacenters from 108 to 292 facilities across 39 operators - Add EIA power plant pipeline: download script, 3,546 plants >= 50 MW with diamond map markers - Rewrite backfill script for 10-year data (2015-07-01) with quarterly/monthly chunking, 3-region parallelism, resumability - Add materialized views (daily/weekly) with server-side granularity selection for chart performance - Fix map UX: z-index tooltips, disable POI clicks, move legend via MapControl --- data/datacenters.geojson | 4188 +- data/grid-regions.geojson | 238 + data/power-plants.geojson | 74471 ++++++++++++++++ .../migration.sql | 66 + prisma/schema.prisma | 14 + prisma/seed.ts | 88 + prisma/sql/getAllPowerPlants.sql | 4 + prisma/sql/getDemandDaily.sql | 21 + prisma/sql/getDemandHourly.sql | 21 + prisma/sql/getDemandWeekly.sql | 21 + prisma/sql/getGenerationDaily.sql | 14 + prisma/sql/getGenerationHourly.sql | 11 + prisma/sql/getGenerationWeekly.sql | 14 + prisma/sql/getPricesDaily.sql | 14 + prisma/sql/getPricesHourly.sql | 14 + prisma/sql/getPricesWeekly.sql | 14 + scripts/backfill.ts | 759 +- scripts/download-power-plants.ts | 104 + src/actions/demand.ts | 41 +- src/actions/generation.ts | 38 +- src/actions/power-plants.ts | 22 + src/actions/prices.ts | 54 +- src/app/api/ingest/electricity/route.ts | 17 +- src/app/api/ingest/generation/route.ts | 17 +- src/app/map/_sections/map-content.tsx | 37 +- src/components/charts/demand-chart.tsx | 1 + src/components/charts/generation-chart.tsx | 9 +- src/components/charts/price-chart.tsx | 2 + src/components/map/datacenter-marker.tsx | 9 +- src/components/map/energy-map-loader.tsx | 6 +- src/components/map/energy-map.tsx | 31 +- src/components/map/map-controls.tsx | 16 +- src/components/map/map-legend.tsx | 47 +- src/components/map/power-plant-marker.tsx | 83 + src/lib/api/eia.ts | 17 +- src/lib/granularity.ts | 17 + src/lib/schemas/electricity.ts | 21 + src/lib/utils.ts | 24 +- 38 files changed, 80164 insertions(+), 421 deletions(-) create mode 100644 data/power-plants.geojson create mode 100644 prisma/migrations/20260211210000_add_materialized_views/migration.sql create mode 100644 prisma/sql/getAllPowerPlants.sql create mode 100644 prisma/sql/getDemandDaily.sql create mode 100644 prisma/sql/getDemandHourly.sql create mode 100644 prisma/sql/getDemandWeekly.sql create mode 100644 prisma/sql/getGenerationDaily.sql create mode 100644 prisma/sql/getGenerationHourly.sql create mode 100644 prisma/sql/getGenerationWeekly.sql create mode 100644 prisma/sql/getPricesDaily.sql create mode 100644 prisma/sql/getPricesHourly.sql create mode 100644 prisma/sql/getPricesWeekly.sql create mode 100644 scripts/download-power-plants.ts create mode 100644 src/actions/power-plants.ts create mode 100644 src/components/map/power-plant-marker.tsx create mode 100644 src/lib/granularity.ts diff --git a/data/datacenters.geojson b/data/datacenters.geojson index a54b6b0..88ca7cf 100644 --- a/data/datacenters.geojson +++ b/data/datacenters.geojson @@ -3,7 +3,13 @@ "features": [ { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-77.4875, 39.0438] }, + "geometry": { + "type": "Point", + "coordinates": [ + -77.4875, + 39.0438 + ] + }, "properties": { "name": "AWS US-East Ashburn Campus", "operator": "AWS", @@ -15,7 +21,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-77.5105, 38.7515] }, + "geometry": { + "type": "Point", + "coordinates": [ + -77.5105, + 38.7515 + ] + }, "properties": { "name": "AWS Manassas Data Center", "operator": "AWS", @@ -27,7 +39,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-82.9071, 40.0798] }, + "geometry": { + "type": "Point", + "coordinates": [ + -82.9071, + 40.0798 + ] + }, "properties": { "name": "AWS US-East-2 Columbus Campus", "operator": "AWS", @@ -39,7 +57,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-119.8526, 45.6946] }, + "geometry": { + "type": "Point", + "coordinates": [ + -119.8526, + 45.6946 + ] + }, "properties": { "name": "AWS US-West-2 Oregon Campus", "operator": "AWS", @@ -51,7 +75,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-86.2748, 40.4822] }, + "geometry": { + "type": "Point", + "coordinates": [ + -86.2748, + 40.4822 + ] + }, "properties": { "name": "AWS Indiana Data Center Campus", "operator": "AWS", @@ -63,7 +93,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-121.1787, 45.5946] }, + "geometry": { + "type": "Point", + "coordinates": [ + -121.1787, + 45.5946 + ] + }, "properties": { "name": "Google The Dalles Data Center", "operator": "Google", @@ -75,7 +111,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-95.8608, 41.2619] }, + "geometry": { + "type": "Point", + "coordinates": [ + -95.8608, + 41.2619 + ] + }, "properties": { "name": "Google Council Bluffs Data Center", "operator": "Google", @@ -87,7 +129,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-95.2400, 36.3000] }, + "geometry": { + "type": "Point", + "coordinates": [ + -95.24, + 36.3 + ] + }, "properties": { "name": "Google Mayes County Data Center", "operator": "Google", @@ -99,7 +147,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-77.4207, 36.6713] }, + "geometry": { + "type": "Point", + "coordinates": [ + -77.4207, + 36.6713 + ] + }, "properties": { "name": "Google Loudoun County Data Center", "operator": "Google", @@ -111,7 +165,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-86.5861, 33.3684] }, + "geometry": { + "type": "Point", + "coordinates": [ + -86.5861, + 33.3684 + ] + }, "properties": { "name": "Google Bridgeport Data Center", "operator": "Google", @@ -123,7 +183,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-98.4936, 29.4241] }, + "geometry": { + "type": "Point", + "coordinates": [ + -98.4936, + 29.4241 + ] + }, "properties": { "name": "Microsoft San Antonio Data Center", "operator": "Microsoft", @@ -135,7 +201,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-78.3877, 36.6559] }, + "geometry": { + "type": "Point", + "coordinates": [ + -78.3877, + 36.6559 + ] + }, "properties": { "name": "Microsoft Boydton Data Center", "operator": "Microsoft", @@ -147,7 +219,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-119.8530, 47.2343] }, + "geometry": { + "type": "Point", + "coordinates": [ + -119.853, + 47.2343 + ] + }, "properties": { "name": "Microsoft Quincy Data Center", "operator": "Microsoft", @@ -159,7 +237,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-93.7910, 41.5770] }, + "geometry": { + "type": "Point", + "coordinates": [ + -93.791, + 41.577 + ] + }, "properties": { "name": "Microsoft West Des Moines Data Center", "operator": "Microsoft", @@ -171,7 +255,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-87.8135, 41.7375] }, + "geometry": { + "type": "Point", + "coordinates": [ + -87.8135, + 41.7375 + ] + }, "properties": { "name": "Microsoft Chicago Data Center", "operator": "Microsoft", @@ -183,7 +273,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-111.9749, 33.3784] }, + "geometry": { + "type": "Point", + "coordinates": [ + -111.9749, + 33.3784 + ] + }, "properties": { "name": "Microsoft Phoenix (Goodyear) Data Center", "operator": "Microsoft", @@ -195,7 +291,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-120.9224, 44.2993] }, + "geometry": { + "type": "Point", + "coordinates": [ + -120.9224, + 44.2993 + ] + }, "properties": { "name": "Meta Prineville Data Center", "operator": "Meta", @@ -207,7 +309,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-93.4747, 41.6432] }, + "geometry": { + "type": "Point", + "coordinates": [ + -93.4747, + 41.6432 + ] + }, "properties": { "name": "Meta Altoona Data Center", "operator": "Meta", @@ -219,7 +327,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-97.2767, 32.8140] }, + "geometry": { + "type": "Point", + "coordinates": [ + -97.2767, + 32.814 + ] + }, "properties": { "name": "Meta Fort Worth Data Center", "operator": "Meta", @@ -231,7 +345,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-82.8085, 40.0747] }, + "geometry": { + "type": "Point", + "coordinates": [ + -82.8085, + 40.0747 + ] + }, "properties": { "name": "Meta New Albany Data Center", "operator": "Meta", @@ -243,7 +363,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-111.6780, 33.4484] }, + "geometry": { + "type": "Point", + "coordinates": [ + -111.678, + 33.4484 + ] + }, "properties": { "name": "Meta Mesa Data Center", "operator": "Meta", @@ -255,7 +381,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-77.4591, 39.0204] }, + "geometry": { + "type": "Point", + "coordinates": [ + -77.4591, + 39.0204 + ] + }, "properties": { "name": "Digital Realty Ashburn ACC3 Campus", "operator": "Digital Realty", @@ -267,7 +399,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-96.8560, 32.8970] }, + "geometry": { + "type": "Point", + "coordinates": [ + -96.856, + 32.897 + ] + }, "properties": { "name": "Digital Realty Dallas Campus", "operator": "Digital Realty", @@ -279,7 +417,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-87.6503, 41.8495] }, + "geometry": { + "type": "Point", + "coordinates": [ + -87.6503, + 41.8495 + ] + }, "properties": { "name": "Digital Realty Chicago Campus", "operator": "Digital Realty", @@ -291,7 +435,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-121.7830, 37.2418] }, + "geometry": { + "type": "Point", + "coordinates": [ + -121.783, + 37.2418 + ] + }, "properties": { "name": "Equinix SV1 San Jose Campus", "operator": "Equinix", @@ -303,7 +453,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-77.4877, 39.0296] }, + "geometry": { + "type": "Point", + "coordinates": [ + -77.4877, + 39.0296 + ] + }, "properties": { "name": "Equinix DC11 Ashburn Campus", "operator": "Equinix", @@ -315,7 +471,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-74.0566, 40.7831] }, + "geometry": { + "type": "Point", + "coordinates": [ + -74.0566, + 40.7831 + ] + }, "properties": { "name": "Equinix NY5 Secaucus Campus", "operator": "Equinix", @@ -327,7 +489,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-96.9365, 32.9290] }, + "geometry": { + "type": "Point", + "coordinates": [ + -96.9365, + 32.929 + ] + }, "properties": { "name": "Equinix DA1 Dallas Campus", "operator": "Equinix", @@ -339,7 +507,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-87.6298, 41.8535] }, + "geometry": { + "type": "Point", + "coordinates": [ + -87.6298, + 41.8535 + ] + }, "properties": { "name": "Equinix CH1 Chicago Campus", "operator": "Equinix", @@ -351,7 +525,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-96.8419, 32.9339] }, + "geometry": { + "type": "Point", + "coordinates": [ + -96.8419, + 32.9339 + ] + }, "properties": { "name": "QTS Irving (Dallas) Data Center", "operator": "QTS", @@ -363,7 +543,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-77.4700, 39.0451] }, + "geometry": { + "type": "Point", + "coordinates": [ + -77.47, + 39.0451 + ] + }, "properties": { "name": "QTS Ashburn Data Center", "operator": "QTS", @@ -375,7 +561,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-87.6579, 41.8458] }, + "geometry": { + "type": "Point", + "coordinates": [ + -87.6579, + 41.8458 + ] + }, "properties": { "name": "QTS Chicago Data Center", "operator": "QTS", @@ -387,7 +579,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-122.9907, 45.5412] }, + "geometry": { + "type": "Point", + "coordinates": [ + -122.9907, + 45.5412 + ] + }, "properties": { "name": "QTS Hillsboro Data Center", "operator": "QTS", @@ -399,7 +597,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-96.8929, 32.9501] }, + "geometry": { + "type": "Point", + "coordinates": [ + -96.8929, + 32.9501 + ] + }, "properties": { "name": "CyrusOne Carrollton Data Center", "operator": "CyrusOne", @@ -411,7 +615,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-97.7194, 30.2655] }, + "geometry": { + "type": "Point", + "coordinates": [ + -97.7194, + 30.2655 + ] + }, "properties": { "name": "CyrusOne Austin Data Center", "operator": "CyrusOne", @@ -423,7 +633,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-84.3880, 33.7554] }, + "geometry": { + "type": "Point", + "coordinates": [ + -84.388, + 33.7554 + ] + }, "properties": { "name": "QTS Atlanta Metro Data Center", "operator": "QTS", @@ -435,7 +651,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-112.1161, 33.5605] }, + "geometry": { + "type": "Point", + "coordinates": [ + -112.1161, + 33.5605 + ] + }, "properties": { "name": "CyrusOne Chandler Data Center", "operator": "CyrusOne", @@ -447,7 +669,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-77.4510, 38.9275] }, + "geometry": { + "type": "Point", + "coordinates": [ + -77.451, + 38.9275 + ] + }, "properties": { "name": "CoreSite Reston Data Center", "operator": "CoreSite", @@ -459,7 +687,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-104.8563, 39.5731] }, + "geometry": { + "type": "Point", + "coordinates": [ + -104.8563, + 39.5731 + ] + }, "properties": { "name": "CoreSite Denver Data Center", "operator": "CoreSite", @@ -471,7 +705,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-97.5028, 35.4810] }, + "geometry": { + "type": "Point", + "coordinates": [ + -97.5028, + 35.481 + ] + }, "properties": { "name": "Oracle Stargate Abilene Campus", "operator": "Oracle", @@ -481,10 +721,15 @@ "region": "ERCOT" } }, - { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-81.1739, 35.5616] }, + "geometry": { + "type": "Point", + "coordinates": [ + -81.1739, + 35.5616 + ] + }, "properties": { "name": "Apple Maiden Data Center", "operator": "Apple", @@ -496,7 +741,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-81.5390, 35.9107] }, + "geometry": { + "type": "Point", + "coordinates": [ + -81.539, + 35.9107 + ] + }, "properties": { "name": "Google Lenoir Data Center", "operator": "Google", @@ -508,7 +759,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-81.3000, 35.7300] }, + "geometry": { + "type": "Point", + "coordinates": [ + -81.3, + 35.73 + ] + }, "properties": { "name": "Microsoft Catawba County Data Center", "operator": "Microsoft", @@ -520,7 +777,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-79.7600, 34.9800] }, + "geometry": { + "type": "Point", + "coordinates": [ + -79.76, + 34.98 + ] + }, "properties": { "name": "AWS Richmond County Data Center", "operator": "AWS", @@ -532,7 +795,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-80.8431, 35.2271] }, + "geometry": { + "type": "Point", + "coordinates": [ + -80.8431, + 35.2271 + ] + }, "properties": { "name": "Digital Realty Charlotte Data Center", "operator": "Digital Realty", @@ -544,7 +813,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-78.8986, 35.9940] }, + "geometry": { + "type": "Point", + "coordinates": [ + -78.8986, + 35.994 + ] + }, "properties": { "name": "Compass Datacenters Durham Data Center", "operator": "Compass", @@ -556,7 +831,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-80.8870, 35.7596] }, + "geometry": { + "type": "Point", + "coordinates": [ + -80.887, + 35.7596 + ] + }, "properties": { "name": "Compass Datacenters Statesville Data Center", "operator": "Compass", @@ -568,7 +849,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-81.3412, 35.2440] }, + "geometry": { + "type": "Point", + "coordinates": [ + -81.3412, + 35.244 + ] + }, "properties": { "name": "T5 Data Centers Kings Mountain", "operator": "T5 Data Centers", @@ -580,7 +867,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-82.5301, 35.5088] }, + "geometry": { + "type": "Point", + "coordinates": [ + -82.5301, + 35.5088 + ] + }, "properties": { "name": "DartPoints Asheville Data Center", "operator": "DartPoints", @@ -592,7 +885,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-78.6382, 35.7796] }, + "geometry": { + "type": "Point", + "coordinates": [ + -78.6382, + 35.7796 + ] + }, "properties": { "name": "American Tower Raleigh Data Center", "operator": "American Tower", @@ -602,10 +901,15 @@ "region": "SERC" } }, - { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-96.0419, 41.1544] }, + "geometry": { + "type": "Point", + "coordinates": [ + -96.0419, + 41.1544 + ] + }, "properties": { "name": "Meta Papillion Data Center", "operator": "Meta", @@ -617,7 +921,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-116.5194, 43.4913] }, + "geometry": { + "type": "Point", + "coordinates": [ + -116.5194, + 43.4913 + ] + }, "properties": { "name": "Meta Kuna Data Center", "operator": "Meta", @@ -629,7 +939,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-86.5386, 34.6609] }, + "geometry": { + "type": "Point", + "coordinates": [ + -86.5386, + 34.6609 + ] + }, "properties": { "name": "Meta Huntsville Data Center", "operator": "Meta", @@ -641,7 +957,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-86.2098, 32.3792] }, + "geometry": { + "type": "Point", + "coordinates": [ + -86.2098, + 32.3792 + ] + }, "properties": { "name": "Meta Montgomery Data Center", "operator": "Meta", @@ -653,7 +975,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-97.3426, 31.0982] }, + "geometry": { + "type": "Point", + "coordinates": [ + -97.3426, + 31.0982 + ] + }, "properties": { "name": "Meta Temple Data Center", "operator": "Meta", @@ -665,7 +993,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-86.4436, 36.9904] }, + "geometry": { + "type": "Point", + "coordinates": [ + -86.4436, + 36.9904 + ] + }, "properties": { "name": "Meta Bowling Green Data Center", "operator": "Meta", @@ -677,7 +1011,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-94.5786, 39.0997] }, + "geometry": { + "type": "Point", + "coordinates": [ + -94.5786, + 39.0997 + ] + }, "properties": { "name": "Meta Kansas City Data Center", "operator": "Meta", @@ -689,7 +1029,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-86.4467, 36.3831] }, + "geometry": { + "type": "Point", + "coordinates": [ + -86.4467, + 36.3831 + ] + }, "properties": { "name": "Meta Gallatin Data Center", "operator": "Meta", @@ -701,7 +1047,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-93.6271, 43.2617] }, + "geometry": { + "type": "Point", + "coordinates": [ + -93.6271, + 43.2617 + ] + }, "properties": { "name": "Meta Forest City Data Center", "operator": "Meta", @@ -711,10 +1063,15 @@ "region": "MISO" } }, - { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-80.0107, 33.1913] }, + "geometry": { + "type": "Point", + "coordinates": [ + -80.0107, + 33.1913 + ] + }, "properties": { "name": "Google Moncks Corner Data Center", "operator": "Google", @@ -726,7 +1083,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-84.7413, 33.7291] }, + "geometry": { + "type": "Point", + "coordinates": [ + -84.7413, + 33.7291 + ] + }, "properties": { "name": "Google Douglas County Data Center", "operator": "Google", @@ -738,7 +1101,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-114.9543, 36.0068] }, + "geometry": { + "type": "Point", + "coordinates": [ + -114.9543, + 36.0068 + ] + }, "properties": { "name": "Google Henderson Data Center", "operator": "Google", @@ -750,7 +1119,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-96.9938, 32.4820] }, + "geometry": { + "type": "Point", + "coordinates": [ + -96.9938, + 32.482 + ] + }, "properties": { "name": "Google Midlothian Data Center", "operator": "Google", @@ -760,10 +1135,15 @@ "region": "ERCOT" } }, - { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-111.8315, 33.4152] }, + "geometry": { + "type": "Point", + "coordinates": [ + -111.8315, + 33.4152 + ] + }, "properties": { "name": "Apple Mesa Data Center", "operator": "Apple", @@ -775,7 +1155,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-119.7527, 39.5349] }, + "geometry": { + "type": "Point", + "coordinates": [ + -119.7527, + 39.5349 + ] + }, "properties": { "name": "Apple Reno Data Center", "operator": "Apple", @@ -787,7 +1173,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-122.0294, 37.5175] }, + "geometry": { + "type": "Point", + "coordinates": [ + -122.0294, + 37.5175 + ] + }, "properties": { "name": "Apple Newark Data Center", "operator": "Apple", @@ -797,10 +1189,15 @@ "region": "CAISO" } }, - { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-115.0935, 36.0821] }, + "geometry": { + "type": "Point", + "coordinates": [ + -115.0935, + 36.0821 + ] + }, "properties": { "name": "Switch Las Vegas SuperNAP", "operator": "Switch", @@ -810,10 +1207,15 @@ "region": "SPP" } }, - { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-77.4875, 39.0345] }, + "geometry": { + "type": "Point", + "coordinates": [ + -77.4875, + 39.0345 + ] + }, "properties": { "name": "Vantage Ashburn Data Center", "operator": "Vantage", @@ -825,7 +1227,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-121.9552, 37.3541] }, + "geometry": { + "type": "Point", + "coordinates": [ + -121.9552, + 37.3541 + ] + }, "properties": { "name": "Vantage Santa Clara Data Center", "operator": "Vantage", @@ -835,10 +1243,15 @@ "region": "CAISO" } }, - { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-121.8863, 37.3382] }, + "geometry": { + "type": "Point", + "coordinates": [ + -121.8863, + 37.3382 + ] + }, "properties": { "name": "Cloudflare San Jose Edge", "operator": "Cloudflare", @@ -850,7 +1263,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-87.6298, 41.8781] }, + "geometry": { + "type": "Point", + "coordinates": [ + -87.6298, + 41.8781 + ] + }, "properties": { "name": "Cloudflare Chicago Edge", "operator": "Cloudflare", @@ -862,7 +1281,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-77.4750, 39.0350] }, + "geometry": { + "type": "Point", + "coordinates": [ + -77.475, + 39.035 + ] + }, "properties": { "name": "Cloudflare Ashburn Edge", "operator": "Cloudflare", @@ -874,7 +1299,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-96.7970, 32.7767] }, + "geometry": { + "type": "Point", + "coordinates": [ + -96.797, + 32.7767 + ] + }, "properties": { "name": "Cloudflare Dallas Edge", "operator": "Cloudflare", @@ -884,10 +1315,15 @@ "region": "ERCOT" } }, - { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-81.0348, 34.0007] }, + "geometry": { + "type": "Point", + "coordinates": [ + -81.0348, + 34.0007 + ] + }, "properties": { "name": "QTS Columbia Data Center", "operator": "QTS", @@ -899,7 +1335,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-84.3880, 33.7490] }, + "geometry": { + "type": "Point", + "coordinates": [ + -84.388, + 33.749 + ] + }, "properties": { "name": "Equinix AT1 Atlanta Campus", "operator": "Equinix", @@ -911,7 +1353,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-86.7816, 36.1627] }, + "geometry": { + "type": "Point", + "coordinates": [ + -86.7816, + 36.1627 + ] + }, "properties": { "name": "Digital Realty Nashville Data Center", "operator": "Digital Realty", @@ -923,7 +1371,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-85.7585, 38.2527] }, + "geometry": { + "type": "Point", + "coordinates": [ + -85.7585, + 38.2527 + ] + }, "properties": { "name": "QTS Louisville Data Center", "operator": "QTS", @@ -935,7 +1389,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-82.4572, 27.9506] }, + "geometry": { + "type": "Point", + "coordinates": [ + -82.4572, + 27.9506 + ] + }, "properties": { "name": "CyrusOne Tampa Data Center", "operator": "CyrusOne", @@ -947,7 +1407,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-80.1918, 25.7617] }, + "geometry": { + "type": "Point", + "coordinates": [ + -80.1918, + 25.7617 + ] + }, "properties": { "name": "Equinix MI1 Miami Campus", "operator": "Equinix", @@ -959,7 +1425,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-84.5121, 33.9533] }, + "geometry": { + "type": "Point", + "coordinates": [ + -84.5121, + 33.9533 + ] + }, "properties": { "name": "Microsoft Atlanta (Cobb) Data Center", "operator": "Microsoft", @@ -971,7 +1443,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-86.8025, 33.5207] }, + "geometry": { + "type": "Point", + "coordinates": [ + -86.8025, + 33.5207 + ] + }, "properties": { "name": "CyrusOne Birmingham Data Center", "operator": "CyrusOne", @@ -981,10 +1459,15 @@ "region": "SERC" } }, - { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-122.2332, 47.1854] }, + "geometry": { + "type": "Point", + "coordinates": [ + -122.2332, + 47.1854 + ] + }, "properties": { "name": "Microsoft Tacoma Data Center", "operator": "Microsoft", @@ -996,7 +1479,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-116.8249, 43.6150] }, + "geometry": { + "type": "Point", + "coordinates": [ + -116.8249, + 43.615 + ] + }, "properties": { "name": "AWS Boise Data Center", "operator": "AWS", @@ -1008,7 +1497,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-112.0352, 46.5884] }, + "geometry": { + "type": "Point", + "coordinates": [ + -112.0352, + 46.5884 + ] + }, "properties": { "name": "CyrusOne Helena Data Center", "operator": "CyrusOne", @@ -1018,10 +1513,15 @@ "region": "BPA" } }, - { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-96.0156, 41.2565] }, + "geometry": { + "type": "Point", + "coordinates": [ + -96.0156, + 41.2565 + ] + }, "properties": { "name": "Google Omaha Data Center", "operator": "Google", @@ -1033,7 +1533,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-89.4012, 43.0731] }, + "geometry": { + "type": "Point", + "coordinates": [ + -89.4012, + 43.0731 + ] + }, "properties": { "name": "Equinix CH2 Madison Data Center", "operator": "Equinix", @@ -1045,7 +1551,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-93.2650, 44.9778] }, + "geometry": { + "type": "Point", + "coordinates": [ + -93.265, + 44.9778 + ] + }, "properties": { "name": "Digital Realty Minneapolis Data Center", "operator": "Digital Realty", @@ -1057,7 +1569,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-90.1994, 38.6270] }, + "geometry": { + "type": "Point", + "coordinates": [ + -90.1994, + 38.627 + ] + }, "properties": { "name": "CyrusOne St. Louis Data Center", "operator": "CyrusOne", @@ -1067,10 +1585,15 @@ "region": "MISO" } }, - { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-95.3698, 29.7604] }, + "geometry": { + "type": "Point", + "coordinates": [ + -95.3698, + 29.7604 + ] + }, "properties": { "name": "CyrusOne Houston Data Center", "operator": "CyrusOne", @@ -1082,7 +1605,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-117.1611, 32.7157] }, + "geometry": { + "type": "Point", + "coordinates": [ + -117.1611, + 32.7157 + ] + }, "properties": { "name": "Digital Realty San Diego Data Center", "operator": "Digital Realty", @@ -1094,7 +1623,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-118.2437, 34.0522] }, + "geometry": { + "type": "Point", + "coordinates": [ + -118.2437, + 34.0522 + ] + }, "properties": { "name": "CoreSite Los Angeles Data Center", "operator": "CoreSite", @@ -1106,7 +1641,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-122.3321, 47.6062] }, + "geometry": { + "type": "Point", + "coordinates": [ + -122.3321, + 47.6062 + ] + }, "properties": { "name": "Equinix SE2 Seattle Data Center", "operator": "Equinix", @@ -1118,7 +1659,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-111.8910, 40.7608] }, + "geometry": { + "type": "Point", + "coordinates": [ + -111.891, + 40.7608 + ] + }, "properties": { "name": "Digital Realty Salt Lake City Data Center", "operator": "Digital Realty", @@ -1130,7 +1677,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-71.0589, 42.3601] }, + "geometry": { + "type": "Point", + "coordinates": [ + -71.0589, + 42.3601 + ] + }, "properties": { "name": "Equinix BO1 Boston Data Center", "operator": "Equinix", @@ -1142,7 +1695,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-73.9857, 40.7484] }, + "geometry": { + "type": "Point", + "coordinates": [ + -73.9857, + 40.7484 + ] + }, "properties": { "name": "Digital Realty NYC Data Center", "operator": "Digital Realty", @@ -1154,7 +1713,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-122.4194, 37.7749] }, + "geometry": { + "type": "Point", + "coordinates": [ + -122.4194, + 37.7749 + ] + }, "properties": { "name": "Digital Realty San Francisco Data Center", "operator": "Digital Realty", @@ -1166,7 +1731,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-121.9288, 37.3688] }, + "geometry": { + "type": "Point", + "coordinates": [ + -121.9288, + 37.3688 + ] + }, "properties": { "name": "Equinix SV5 Santa Clara Campus", "operator": "Equinix", @@ -1176,10 +1747,15 @@ "region": "CAISO" } }, - { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-122.0570, 37.3861] }, + "geometry": { + "type": "Point", + "coordinates": [ + -122.057, + 37.3861 + ] + }, "properties": { "name": "AWS US-West Santa Clara Data Center", "operator": "AWS", @@ -1191,7 +1767,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-97.7350, 30.2180] }, + "geometry": { + "type": "Point", + "coordinates": [ + -97.735, + 30.218 + ] + }, "properties": { "name": "Google Austin Data Center", "operator": "Google", @@ -1203,7 +1785,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-111.8500, 33.3900] }, + "geometry": { + "type": "Point", + "coordinates": [ + -111.85, + 33.39 + ] + }, "properties": { "name": "Aligned Energy Phoenix Campus", "operator": "Aligned", @@ -1215,7 +1803,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-96.8100, 32.7900] }, + "geometry": { + "type": "Point", + "coordinates": [ + -96.81, + 32.79 + ] + }, "properties": { "name": "Aligned Energy Dallas Campus", "operator": "Aligned", @@ -1227,7 +1821,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-77.4820, 39.0410] }, + "geometry": { + "type": "Point", + "coordinates": [ + -77.482, + 39.041 + ] + }, "properties": { "name": "Aligned Energy Ashburn Campus", "operator": "Aligned", @@ -1239,7 +1839,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-80.9431, 35.2271] }, + "geometry": { + "type": "Point", + "coordinates": [ + -80.9431, + 35.2271 + ] + }, "properties": { "name": "Iron Mountain Charlotte Data Center", "operator": "Iron Mountain", @@ -1251,7 +1857,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-77.4625, 39.0380] }, + "geometry": { + "type": "Point", + "coordinates": [ + -77.4625, + 39.038 + ] + }, "properties": { "name": "Iron Mountain Ashburn Data Center", "operator": "Iron Mountain", @@ -1263,7 +1875,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-111.7900, 33.4300] }, + "geometry": { + "type": "Point", + "coordinates": [ + -111.79, + 33.43 + ] + }, "properties": { "name": "Iron Mountain Phoenix Data Center", "operator": "Iron Mountain", @@ -1275,7 +1893,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-78.7870, 35.8320] }, + "geometry": { + "type": "Point", + "coordinates": [ + -78.787, + 35.832 + ] + }, "properties": { "name": "MetroData Centers RTP Campus", "operator": "MetroData Centers", @@ -1287,7 +1911,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-80.3251, 35.8910] }, + "geometry": { + "type": "Point", + "coordinates": [ + -80.3251, + 35.891 + ] + }, "properties": { "name": "Corning Data Center Catawba County NC", "operator": "Corning", @@ -1299,7 +1929,13 @@ }, { "type": "Feature", - "geometry": { "type": "Point", "coordinates": [-80.7931, 35.3465] }, + "geometry": { + "type": "Point", + "coordinates": [ + -80.7931, + 35.3465 + ] + }, "properties": { "name": "Peak 10 Charlotte Data Center", "operator": "Peak 10", @@ -1308,6 +1944,3318 @@ "year_opened": 2014, "region": "SERC" } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -74.0209, + 40.769 + ] + }, + "properties": { + "name": "CoreWeave Weehawken Data Center", + "operator": "CoreWeave", + "capacity_mw": 30, + "status": "operational", + "year_opened": 2023, + "region": "PJM" + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -74.339, + 40.5187 + ] + }, + "properties": { + "name": "CoreWeave Edison Data Center", + "operator": "CoreWeave", + "capacity_mw": 40, + "status": "operational", + "year_opened": 2023, + "region": "PJM" + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -87.65, + 41.85 + ] + }, + "properties": { + "name": "CoreWeave Chicago Data Center", + "operator": "CoreWeave", + "capacity_mw": 50, + "status": "operational", + "year_opened": 2024, + "region": "PJM" + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -81.6785, + 41.395 + ] + }, + "properties": { + "name": "CoreWeave Independence Data Center", + "operator": "CoreWeave", + "capacity_mw": 35, + "status": "operational", + "year_opened": 2024, + "region": "PJM" + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -96.6989, + 33.0198 + ] + }, + "properties": { + "name": "CoreWeave Plano Data Center", + "operator": "CoreWeave", + "capacity_mw": 40, + "status": "operational", + "year_opened": 2024, + "region": "ERCOT" + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -121.9552, + 37.3541 + ] + }, + "properties": { + "name": "CoreWeave Santa Clara Data Center", + "operator": "CoreWeave", + "capacity_mw": 60, + "status": "under_construction", + "year_opened": 2025, + "region": "CAISO" + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -97.7431, + 30.2672 + ] + }, + "properties": { + "name": "CoreWeave Austin Data Center", + "operator": "CoreWeave", + "capacity_mw": 45, + "status": "under_construction", + "year_opened": 2025, + "region": "ERCOT" + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -97.1306, + 33.2148 + ] + }, + "properties": { + "name": "CoreWeave Denton Data Center", + "operator": "CoreWeave", + "capacity_mw": 50, + "status": "under_construction", + "year_opened": 2025, + "region": "ERCOT" + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -97.4256, + 31.4441 + ] + }, + "properties": { + "name": "CoreWeave McGregor Data Center", + "operator": "CoreWeave", + "capacity_mw": 200, + "status": "planned", + "year_opened": 2026, + "region": "ERCOT" + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -97.755, + 30.29 + ] + }, + "properties": { + "name": "Lambda Labs Austin Data Center", + "operator": "Lambda Labs", + "capacity_mw": 25, + "status": "operational", + "year_opened": 2024, + "region": "ERCOT" + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -122.405, + 37.785 + ] + }, + "properties": { + "name": "Lambda Labs San Francisco Data Center", + "operator": "Lambda Labs", + "capacity_mw": 20, + "status": "operational", + "year_opened": 2023, + "region": "CAISO" + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -102.0779, + 31.9974 + ] + }, + "properties": { + "name": "Crusoe Energy Midland Data Center", + "operator": "Crusoe Energy", + "capacity_mw": 30, + "status": "operational", + "year_opened": 2022, + "region": "ERCOT" + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -103.618, + 48.147 + ] + }, + "properties": { + "name": "Crusoe Energy Williston Data Center", + "operator": "Crusoe Energy", + "capacity_mw": 25, + "status": "operational", + "year_opened": 2021, + "region": "MISO" + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -106.3131, + 42.8666 + ] + }, + "properties": { + "name": "Crusoe Energy Casper Data Center", + "operator": "Crusoe Energy", + "capacity_mw": 20, + "status": "operational", + "year_opened": 2022, + "region": "WAPA" + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -99.7331, + 32.4487 + ] + }, + "properties": { + "name": "Crusoe Energy Abilene Data Center", + "operator": "Crusoe Energy", + "capacity_mw": 35, + "status": "operational", + "year_opened": 2023, + "region": "ERCOT" + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -98.5253, + 46.0034 + ] + }, + "properties": { + "name": "Applied Digital Ellendale Data Center", + "operator": "Applied Digital", + "capacity_mw": 100, + "status": "operational", + "year_opened": 2023, + "region": "MISO" + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -98.7084, + 46.9106 + ] + }, + "properties": { + "name": "Applied Digital Jamestown Data Center", + "operator": "Applied Digital", + "capacity_mw": 100, + "status": "under_construction", + "year_opened": 2025, + "region": "MISO" + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -101.4821, + 31.864 + ] + }, + "properties": { + "name": "Applied Digital Garden City Data Center", + "operator": "Applied Digital", + "capacity_mw": 200, + "status": "planned", + "year_opened": 2026, + "region": "ERCOT" + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + 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"Jefferson", + "Latitude": 32.820018, + "Longitude": -82.408788, + "PrimSource": "solar", + "Total_MW": 260 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -112.542402000073, + 33.2487669997713 + ] + }, + "properties": { + "Plant_Name": "Sonoran Solar Energy", + "Plant_Code": 66627, + "Utility_Na": "Sonoran Solar Energy, LLC", + "State": "Arizona", + "County": "Maricopa", + "Latitude": 33.248767, + "Longitude": -112.542402, + "PrimSource": "solar", + "Total_MW": 520 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -91.8479840002808, + 39.1567330001717 + ] + }, + "properties": { + "Plant_Name": "Envoy Solar, LLC", + "Plant_Code": 66629, + "Utility_Na": "Birch Creek Power, LLC", + "State": "Missouri", + "County": "Audrain", + "Latitude": 39.156733, + "Longitude": -91.847984, + "PrimSource": "solar", + "Total_MW": 50 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -89.2126759997727, + 38.0501059999735 + ] + }, + "properties": { + "Plant_Name": "Kimmel Road Solar, LLC", + "Plant_Code": 66632, + "Utility_Na": "Birch Creek Power, LLC", + "State": "Illinois", + "County": "Perry", + "Latitude": 38.050106, + "Longitude": -89.212676, + "PrimSource": "solar", + "Total_MW": 50 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -89.7202739998834, + 40.182667999841 + ] + }, + "properties": { + "Plant_Name": "Salt Creek Township Solar, LLC", + "Plant_Code": 66633, + "Utility_Na": "Birch Creek Power, LLC", + "State": "Illinois", + "County": "Mason", + "Latitude": 40.182668, + "Longitude": -89.720274, + "PrimSource": "solar", + "Total_MW": 50 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -77.1972260002402, + 39.8795530001536 + ] + }, + "properties": { + "Plant_Name": "Adams Solar LLC PA", + "Plant_Code": 66634, + "Utility_Na": "Adams Solar LLC (PA)", + "State": "Pennsylvania", 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"coordinates": [ + -113.475961999849, + 32.9574789999287 + ] + }, + "properties": { + "Plant_Name": "McFarland B Solar and Storage", + "Plant_Code": 66637, + "Utility_Na": "AES Clean Energy", + "State": "Arizona", + "County": "Yuma", + "Latitude": 32.957479, + "Longitude": -113.475962, + "PrimSource": "solar", + "Total_MW": 450 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -83.1561999999675, + 30.3436000001994 + ] + }, + "properties": { + "Plant_Name": "Falmouth Renewable Energy Center", + "Plant_Code": 66639, + "Utility_Na": "Duke Energy Florida, LLC", + "State": "Florida", + "County": "Suwannee", + "Latitude": 30.3436, + "Longitude": -83.1562, + "PrimSource": "solar", + "Total_MW": 74.9 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -98.9623120003138, + 34.6695920000706 + ] + }, + "properties": { + "Plant_Name": "Kiowa County Solar Project, LLC", + "Plant_Code": 66642, + "Utility_Na": "Kiowa County Solar Project, LLC", + "State": "Oklahoma", + "County": "Kiowa", + "Latitude": 34.669592, + "Longitude": -98.962312, + "PrimSource": "solar", + "Total_MW": 100 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -87.0072599998387, + 41.1725699997181 + ] + }, + "properties": { + "Plant_Name": "Dunns Bridge I Solar", + "Plant_Code": 66643, + "Utility_Na": "Dunns Bridge Solar Center LLC", + "State": "Indiana", + "County": "Jasper", + "Latitude": 41.17257, + "Longitude": -87.00726, + "PrimSource": "solar", + "Total_MW": 265 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -83.9840889998476, + 40.2692360001166 + ] + }, + "properties": { + "Plant_Name": "Clearview Solar 1", + "Plant_Code": 67935, + "Utility_Na": "Clearview Solar I, LLC", + "State": "Ohio", + "County": "Champaign", + "Latitude": 40.269236, + "Longitude": -83.984089, + "PrimSource": "solar", + "Total_MW": 144 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -85.1029650000199, + 42.0620200000006 + ] + }, + "properties": { + "Plant_Name": "Sauk Solar Park", + "Plant_Code": 67942, + "Utility_Na": "DTE Electric Company", + "State": "Michigan", + "County": "Branch", + "Latitude": 42.06202, + "Longitude": -85.102965, + "PrimSource": "solar", + "Total_MW": 150 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -112.839720000399, + 33.3238900002586 + ] + }, + "properties": { + "Plant_Name": "Agave", + "Plant_Code": 67964, + "Utility_Na": "Arizona Public Service Co", + "State": "Arizona", + "County": "Maricopa", + "Latitude": 33.32389, + "Longitude": -112.83972, + "PrimSource": "solar", + "Total_MW": 150 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -88.4491199998819, + 37.8525899997114 + ] + }, + "properties": { + "Plant_Name": "Eldorado Solar I", + "Plant_Code": 67972, + "Utility_Na": "Sol Systems", + "State": "Illinois", + "County": "Saline", + "Latitude": 37.85259, + "Longitude": -88.44912, + "PrimSource": "solar", + "Total_MW": 150 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -90.3593159995643, + 39.792296000222 + ] + }, + "properties": { + "Plant_Name": "Wolf Run Solar", + "Plant_Code": 68056, + "Utility_Na": "Wolf Run Solar LLC", + "State": "Illinois", + "County": "Morgan", + "Latitude": 39.792296, + "Longitude": -90.359316, + "PrimSource": "solar", + "Total_MW": 140 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -82.4741249998132, + 37.7654519999539 + ] + }, + "properties": { + "Plant_Name": "Martin County Solar Project, LLC", + "Plant_Code": 66646, + "Utility_Na": "Martin County Solar Project, LLC", + "State": "Kentucky", + "County": "Martin", + "Latitude": 37.765452, + "Longitude": -82.474125, + "PrimSource": "solar", + "Total_MW": 111 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -118.338980000041, + 34.8342700002534 + ] + }, + "properties": { + "Plant_Name": "Tumbleweed Energy Storage", + "Plant_Code": 66666, + "Utility_Na": "Tumbleweed Energy Storage, LLC", + "State": "California", + "County": "Kern", + "Latitude": 34.83427, + "Longitude": -118.33898, + "PrimSource": "batteries", + "Total_MW": 125 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -92.3244300001866, + 43.1401399998444 + ] + }, + "properties": { + "Plant_Name": "Chickasaw Wind Farm", + "Plant_Code": 66668, + "Utility_Na": "MidAmerican Energy Co", + "State": "Iowa", + "County": "Chickasaw", + "Latitude": 43.14014, + "Longitude": -92.32443, + "PrimSource": "wind", + "Total_MW": 200 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -95.8002300001932, + 29.563179999812 + ] + }, + "properties": { + "Plant_Name": "Brazos Bend BESS, LLC", + "Plant_Code": 66690, + "Utility_Na": "Cypress Creek Renewables", + "State": "Texas", + "County": "Fort Bend", + "Latitude": 29.56318, + "Longitude": -95.80023, + "PrimSource": "batteries", + "Total_MW": 100 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -106.912535999663, + 35.1970030001642 + ] + }, + "properties": { + "Plant_Name": "Atrisco Energy Storage", + "Plant_Code": 66694, + "Utility_Na": "Atrisco Energy Storage LLC", + "State": "New Mexico", + "County": "Bernalillo", + "Latitude": 35.197003, + "Longitude": -106.912536, + "PrimSource": "batteries", + "Total_MW": 300 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -117.348900000442, + 35.0435099998729 + ] + }, + "properties": { + "Plant_Name": "Lockhart Solar PV II", + "Plant_Code": 66699, + "Utility_Na": "Terra-Gen Operating Co-Solar", + "State": "California", + "County": "San Bernardino", + "Latitude": 35.04351, + "Longitude": -117.3489, + "PrimSource": "solar", + "Total_MW": 75 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -81.5711620003986, + 33.9452069998467 + ] + }, + "properties": { + "Plant_Name": "Beulah Solar", + "Plant_Code": 66709, + "Utility_Na": "Beulah Solar, LLC", + "State": "South Carolina", + "County": "Saluda", + "Latitude": 33.945207, + "Longitude": -81.571162, + "PrimSource": "solar", + "Total_MW": 74.9 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -111.514225999766, + 32.869510000361 + ] + }, + "properties": { + "Plant_Name": "Saint Energy Storage II LLC", + "Plant_Code": 66716, + "Utility_Na": "Saint Energy Storage II LLC", + "State": "Arizona", + "County": "Pinal", + "Latitude": 32.86951, + "Longitude": -111.514226, + "PrimSource": "batteries", + "Total_MW": 100 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -80.6467000003782, + 33.9185419996803 + ] + }, + "properties": { + "Plant_Name": "Eastover Solar", + "Plant_Code": 66717, + "Utility_Na": "Eastover Solar, LLC", + "State": "South Carolina", + "County": "Richland", + "Latitude": 33.918542, + "Longitude": -80.6467, + "PrimSource": "solar", + "Total_MW": 91.6 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -117.415970000015, + 34.1376739999093 + ] + }, + "properties": { + "Plant_Name": "Inland Empire Energy Storage", + "Plant_Code": 66726, + "Utility_Na": "Strata Manager, LLC", + "State": "California", + "County": "San Bernardino", + "Latitude": 34.137674, + "Longitude": -117.41597, + "PrimSource": "batteries", + "Total_MW": 70 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -100.580000000113, + 31.5100000000933 + ] + }, + "properties": { + "Plant_Name": "Angelo Solar", + "Plant_Code": 68145, + "Utility_Na": "Angelo Solar, LLC", + "State": "Texas", + "County": "Tom Green", + "Latitude": 31.51, + "Longitude": -100.58, + "PrimSource": "solar", + "Total_MW": 195 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -100.5835669999, + 31.513643000339 + ] + }, + "properties": { + "Plant_Name": "Angelo Storage", + "Plant_Code": 68146, + "Utility_Na": "Angelo Storage, LLC", + "State": "Texas", + "County": "Tom Green", + "Latitude": 31.513643, + "Longitude": -100.583567, + "PrimSource": "batteries", + "Total_MW": 100 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -89.8539389995521, + 38.2035360001228 + ] + }, + "properties": { + "Plant_Name": "Baldwin Solar BESS", + "Plant_Code": 68148, + "Utility_Na": "Vistra Corp", + "State": "Illinois", + "County": "Randolph", + "Latitude": 38.203536, + "Longitude": -89.853939, + "PrimSource": "solar", + "Total_MW": 70.4 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -97.2169760001626, + 31.1410510001917 + ] + }, + "properties": { + "Plant_Name": "Big Elm Solar", + "Plant_Code": 68180, + "Utility_Na": "Big Elm Solar, LLC", + "State": "Texas", + "County": "Bell", + "Latitude": 31.141051, + "Longitude": -97.216976, + "PrimSource": "solar", + "Total_MW": 200 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -67.9174769999652, + 44.757478000093 + ] + }, + "properties": { + "Plant_Name": "Downeast Wind", + "Plant_Code": 68185, + "Utility_Na": "Downeast Wind, LLC", + "State": "Maine", + "County": "Washington", + "Latitude": 44.757478, + "Longitude": -67.917477, + "PrimSource": "wind", + "Total_MW": 126 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -98.17188099966, + 26.1042859996923 + ] + }, + "properties": { + "Plant_Name": "Great Kiskadee Storage", + "Plant_Code": 68189, + "Utility_Na": "Great Kiskadee Storage, LLC", + "State": "Texas", + "County": "Hidalgo", + "Latitude": 26.104286, + "Longitude": -98.171881, + "PrimSource": "batteries", + "Total_MW": 100 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -88.589440000348, + 40.1878809998647 + ] + }, + "properties": { + "Plant_Name": "Prosperity Wind", + "Plant_Code": 68193, + "Utility_Na": "Prosperity Wind, LLC", + "State": "Illinois", + "County": "Piatt", + "Latitude": 40.187881, + "Longitude": -88.58944, + "PrimSource": "wind", + "Total_MW": 300 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -97.1547529999437, + 30.5998170003648 + ] + }, + "properties": { + "Plant_Name": "Gransolar Texas One, LLC", + "Plant_Code": 68244, + "Utility_Na": "Gransolar Texas One, LLC", + "State": "Texas", + "County": "Milam", + "Latitude": 30.599817, + "Longitude": -97.154753, + "PrimSource": "solar", + "Total_MW": 50 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -77.8908350003334, + 42.6630929997336 + ] + }, + "properties": { + "Plant_Name": "Morris Ridge Solar", + "Plant_Code": 68274, + "Utility_Na": "Morris Ridge Solar Energy Center, LLC", + "State": "New York", + "County": "Livingston", + "Latitude": 42.663093, + "Longitude": -77.890835, + "PrimSource": "solar", + "Total_MW": 177 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -97.0231439996186, + 45.2236519998505 + ] + }, + "properties": { + "Plant_Name": "Dakota Range Wind", + "Plant_Code": 68318, + "Utility_Na": "Northern States Power Co - Minnesota", + "State": "South Dakota", + "County": "Grant", + "Latitude": 45.223652, + "Longitude": -97.023144, + "PrimSource": "wind", + "Total_MW": 297.6 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -97.3879020003124, + 28.0003949999589 + ] + }, + "properties": { + "Plant_Name": "Peacock Energy Project", + "Plant_Code": 68474, + "Utility_Na": "Lightsource Renewable Energy Asset Management, LLC", + "State": "Texas", + "County": " ", + "Latitude": 28.000395, + "Longitude": -97.387902, + "PrimSource": "solar", + "Total_MW": 150 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -91.543000000102, + 39.313999999857 + ] + }, + "properties": { + "Plant_Name": "Huck Finn Renewable Energy Center", + "Plant_Code": 68644, + "Utility_Na": "Union Electric Co - (MO)", + "State": "Missouri", + "County": " ", + "Latitude": 39.314, + "Longitude": -91.543, + "PrimSource": "solar", + "Total_MW": 200 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -88.1868999996646, + 38.1698999998574 + ] + }, + "properties": { + "Plant_Name": "Boomtown Renewable Energy Center", + "Plant_Code": 68770, + "Utility_Na": "Union Electric Co - (MO)", + "State": "Illinois", + "County": " ", + "Latitude": 38.1699, + "Longitude": -88.1869, + "PrimSource": "solar", + "Total_MW": 150 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -90.4710999999341, + 39.9777999997537 + ] + }, + "properties": { + "Plant_Name": "Cass County Renewable Energy Center", + "Plant_Code": 68771, + "Utility_Na": "Union Electric Co - (MO)", + "State": "Illinois", + "County": " ", + "Latitude": 39.9778, + "Longitude": -90.4711, + "PrimSource": "solar", + "Total_MW": 150 + } + }, + { + "type": "Feature", + "geometry": { + "type": "Point", + "coordinates": [ + -77.6699999998782, + 36.5900000001023 + ] + }, + "properties": { + "Plant_Name": "Fountain Creek Solar", + "Plant_Code": 68774, + "Utility_Na": "Dominion Energy Inc.", + "State": "Virginia", + "County": " ", + "Latitude": 36.59, + "Longitude": -77.67, + "PrimSource": "solar", + "Total_MW": 80 + } + } + ] +} \ No newline at end of file diff --git a/prisma/migrations/20260211210000_add_materialized_views/migration.sql b/prisma/migrations/20260211210000_add_materialized_views/migration.sql new file mode 100644 index 0000000..b79575f --- /dev/null +++ b/prisma/migrations/20260211210000_add_materialized_views/migration.sql @@ -0,0 +1,66 @@ +-- Daily aggregation of electricity prices + demand +CREATE MATERIALIZED VIEW electricity_prices_daily AS +SELECT + region_id, + date_trunc('day', timestamp) AS day, + AVG(price_mwh) AS avg_price, + MAX(price_mwh) AS max_price, + MIN(price_mwh) AS min_price, + AVG(demand_mw) AS avg_demand, + MAX(demand_mw) AS peak_demand +FROM electricity_prices +GROUP BY region_id, date_trunc('day', timestamp); + +CREATE UNIQUE INDEX electricity_prices_daily_region_day + ON electricity_prices_daily (region_id, day); + +-- Weekly aggregation of electricity prices + demand +CREATE MATERIALIZED VIEW electricity_prices_weekly AS +SELECT + region_id, + date_trunc('week', timestamp) AS week, + AVG(price_mwh) AS avg_price, + MAX(price_mwh) AS max_price, + MIN(price_mwh) AS min_price, + AVG(demand_mw) AS avg_demand, + MAX(demand_mw) AS peak_demand +FROM electricity_prices +GROUP BY region_id, date_trunc('week', timestamp); + +CREATE UNIQUE INDEX electricity_prices_weekly_region_week + ON electricity_prices_weekly (region_id, week); + +-- Daily aggregation of generation mix +CREATE MATERIALIZED VIEW generation_mix_daily AS +SELECT + region_id, + fuel_type, + date_trunc('day', timestamp) AS day, + AVG(generation_mw) AS avg_generation, + MAX(generation_mw) AS peak_generation +FROM generation_mix +GROUP BY region_id, fuel_type, date_trunc('day', timestamp); + +CREATE UNIQUE INDEX generation_mix_daily_region_fuel_day + ON generation_mix_daily (region_id, fuel_type, day); + +-- Weekly aggregation of generation mix +CREATE MATERIALIZED VIEW generation_mix_weekly AS +SELECT + region_id, + fuel_type, + date_trunc('week', timestamp) AS week, + AVG(generation_mw) AS avg_generation, + MAX(generation_mw) AS peak_generation +FROM generation_mix +GROUP BY region_id, fuel_type, date_trunc('week', timestamp); + +CREATE UNIQUE INDEX generation_mix_weekly_region_fuel_week + ON generation_mix_weekly (region_id, fuel_type, week); + +-- BRIN index for time-series range scans on large tables +CREATE INDEX electricity_prices_timestamp_brin + ON electricity_prices USING brin (timestamp); + +CREATE INDEX generation_mix_timestamp_brin + ON generation_mix USING brin (timestamp); diff --git a/prisma/schema.prisma b/prisma/schema.prisma index 114706f..328a8b3 100644 --- a/prisma/schema.prisma +++ b/prisma/schema.prisma @@ -76,3 +76,17 @@ model GenerationMix { @@index([regionId, timestamp]) @@map("generation_mix") } + +model PowerPlant { + id String @id @default(uuid()) @db.Uuid + plantCode Int @unique @map("plant_code") + name String + operator String + location Unsupported("geography(Point, 4326)") + capacityMw Float @map("capacity_mw") + fuelType String @map("fuel_type") + state String + createdAt DateTime @default(now()) @map("created_at") @db.Timestamptz + + @@map("power_plants") +} diff --git a/prisma/seed.ts b/prisma/seed.ts index a74d0dc..52fcf7f 100644 --- a/prisma/seed.ts +++ b/prisma/seed.ts @@ -55,6 +55,26 @@ const DatacenterCollectionSchema = z.object({ features: z.array(DatacenterFeatureSchema), }); +const PowerPlantPropertiesSchema = z.object({ + Plant_Name: z.string(), + Plant_Code: z.number(), + Utility_Na: z.string(), + State: z.string(), + PrimSource: z.string(), + Total_MW: z.number(), +}); + +const PowerPlantFeatureSchema = z.object({ + type: z.literal('Feature'), + geometry: PointGeometrySchema, + properties: PowerPlantPropertiesSchema, +}); + +const PowerPlantCollectionSchema = z.object({ + type: z.literal('FeatureCollection'), + features: z.array(PowerPlantFeatureSchema), +}); + const AIMilestoneSchema = z.object({ date: z.string(), title: z.string(), @@ -176,6 +196,69 @@ async function seedDatacenters() { console.log(` Total: ${inserted.toString()} inserted, ${skipped.toString()} skipped`); } +/** Normalize ArcGIS PrimSource strings to consistent capitalized fuel types. */ +function normalizeFuelType(primSource: string): string { + const lower = primSource.toLowerCase().trim(); + if (lower === 'natural gas') return 'Natural Gas'; + if (lower === 'coal') return 'Coal'; + if (lower === 'nuclear') return 'Nuclear'; + if (lower.includes('hydro') || lower === 'hydroelectric conventional' || lower === 'pumped storage') + return 'Hydroelectric'; + if (lower === 'wind') return 'Wind'; + if (lower === 'solar') return 'Solar'; + if (lower.includes('petroleum') || lower === 'petroleum') return 'Petroleum'; + if (lower.includes('biomass') || lower === 'wood' || lower === 'wood and wood derived fuels') return 'Biomass'; + if (lower === 'geothermal') return 'Geothermal'; + return 'Other'; +} + +async function seedPowerPlants() { + console.log('Seeding power plants...'); + + const geojson = readAndParse('data/power-plants.geojson', PowerPlantCollectionSchema); + + let upserted = 0; + let skipped = 0; + + for (const feature of geojson.features) { + const props = feature.properties; + const [lng, lat] = feature.geometry.coordinates; + + // Skip features with invalid coordinates + if (!lng || !lat || lat === 0 || lng === 0) { + skipped++; + continue; + } + + const id = randomUUID(); + const fuelType = normalizeFuelType(props.PrimSource); + + await prisma.$executeRawUnsafe( + `INSERT INTO power_plants (id, plant_code, name, operator, location, capacity_mw, fuel_type, state, created_at) + VALUES ($1::uuid, $2, $3, $4, ST_SetSRID(ST_MakePoint($5, $6), 4326)::geography, $7, $8, $9, NOW()) + ON CONFLICT (plant_code) DO UPDATE SET + name = EXCLUDED.name, + operator = EXCLUDED.operator, + location = EXCLUDED.location, + capacity_mw = EXCLUDED.capacity_mw, + fuel_type = EXCLUDED.fuel_type, + state = EXCLUDED.state`, + id, + props.Plant_Code, + props.Plant_Name, + props.Utility_Na, + lng, + lat, + props.Total_MW, + fuelType, + props.State, + ); + upserted++; + } + + console.log(` Total: ${upserted.toString()} upserted, ${skipped.toString()} skipped`); +} + function validateAIMilestones() { console.log('Validating AI milestones...'); const milestones = readAndParse('data/ai-milestones.json', z.array(AIMilestoneSchema)); @@ -198,6 +281,9 @@ async function main() { await seedDatacenters(); console.log(''); + await seedPowerPlants(); + console.log(''); + validateAIMilestones(); // Print summary @@ -206,8 +292,10 @@ async function main() { 'SELECT count(*) as count FROM grid_regions', ); const dcCount = await prisma.$queryRawUnsafe>('SELECT count(*) as count FROM datacenters'); + const ppCount = await prisma.$queryRawUnsafe>('SELECT count(*) as count FROM power_plants'); console.log(`Grid regions: ${regionCount[0]!.count.toString()}`); console.log(`Datacenters: ${dcCount[0]!.count.toString()}`); + console.log(`Power plants: ${ppCount[0]!.count.toString()}`); // Show sample spatial data const sample = await prisma.$queryRawUnsafe>( diff --git a/prisma/sql/getAllPowerPlants.sql b/prisma/sql/getAllPowerPlants.sql new file mode 100644 index 0000000..58d17cb --- /dev/null +++ b/prisma/sql/getAllPowerPlants.sql @@ -0,0 +1,4 @@ +SELECT id, plant_code, name, operator, capacity_mw, fuel_type, state, + ST_AsGeoJSON(location)::TEXT as location_geojson +FROM power_plants +ORDER BY capacity_mw DESC diff --git a/prisma/sql/getDemandDaily.sql b/prisma/sql/getDemandDaily.sql new file mode 100644 index 0000000..b4f32e4 --- /dev/null +++ b/prisma/sql/getDemandDaily.sql @@ -0,0 +1,21 @@ +-- @param {DateTime} $1:startDate +-- @param {DateTime} $2:endDate +-- @param {String} $3:regionCode - pass 'ALL' to return all regions +SELECT + r.code AS region_code, + r.name AS region_name, + d.day, + d.avg_demand, + d.peak_demand, + COALESCE(dc.datacenter_count, 0)::INT AS datacenter_count, + COALESCE(dc.total_dc_capacity_mw, 0) AS total_dc_capacity_mw +FROM electricity_prices_daily d +JOIN grid_regions r ON d.region_id = r.id +LEFT JOIN ( + SELECT region_id, COUNT(*)::INT AS datacenter_count, + COALESCE(SUM(capacity_mw), 0) AS total_dc_capacity_mw + FROM datacenters GROUP BY region_id +) dc ON dc.region_id = r.id +WHERE d.day BETWEEN $1 AND $2 + AND ($3 = 'ALL' OR r.code = $3) +ORDER BY r.code, d.day diff --git a/prisma/sql/getDemandHourly.sql b/prisma/sql/getDemandHourly.sql new file mode 100644 index 0000000..558d8d6 --- /dev/null +++ b/prisma/sql/getDemandHourly.sql @@ -0,0 +1,21 @@ +-- @param {DateTime} $1:startDate +-- @param {DateTime} $2:endDate +-- @param {String} $3:regionCode - pass 'ALL' to return all regions +SELECT + r.code AS region_code, + r.name AS region_name, + ep.timestamp AS day, + ep.demand_mw AS avg_demand, + ep.demand_mw AS peak_demand, + COALESCE(dc.datacenter_count, 0)::INT AS datacenter_count, + COALESCE(dc.total_dc_capacity_mw, 0) AS total_dc_capacity_mw +FROM electricity_prices ep +JOIN grid_regions r ON ep.region_id = r.id +LEFT JOIN ( + SELECT region_id, COUNT(*)::INT AS datacenter_count, + COALESCE(SUM(capacity_mw), 0) AS total_dc_capacity_mw + FROM datacenters GROUP BY region_id +) dc ON dc.region_id = r.id +WHERE ep.timestamp BETWEEN $1 AND $2 + AND ($3 = 'ALL' OR r.code = $3) +ORDER BY r.code, ep.timestamp diff --git a/prisma/sql/getDemandWeekly.sql b/prisma/sql/getDemandWeekly.sql new file mode 100644 index 0000000..f7b6589 --- /dev/null +++ b/prisma/sql/getDemandWeekly.sql @@ -0,0 +1,21 @@ +-- @param {DateTime} $1:startDate +-- @param {DateTime} $2:endDate +-- @param {String} $3:regionCode - pass 'ALL' to return all regions +SELECT + r.code AS region_code, + r.name AS region_name, + w.week AS day, + w.avg_demand, + w.peak_demand, + COALESCE(dc.datacenter_count, 0)::INT AS datacenter_count, + COALESCE(dc.total_dc_capacity_mw, 0) AS total_dc_capacity_mw +FROM electricity_prices_weekly w +JOIN grid_regions r ON w.region_id = r.id +LEFT JOIN ( + SELECT region_id, COUNT(*)::INT AS datacenter_count, + COALESCE(SUM(capacity_mw), 0) AS total_dc_capacity_mw + FROM datacenters GROUP BY region_id +) dc ON dc.region_id = r.id +WHERE w.week BETWEEN $1 AND $2 + AND ($3 = 'ALL' OR r.code = $3) +ORDER BY r.code, w.week diff --git a/prisma/sql/getGenerationDaily.sql b/prisma/sql/getGenerationDaily.sql new file mode 100644 index 0000000..4a15994 --- /dev/null +++ b/prisma/sql/getGenerationDaily.sql @@ -0,0 +1,14 @@ +-- @param {String} $1:regionCode +-- @param {DateTime} $2:startDate +-- @param {DateTime} $3:endDate +SELECT + gd.fuel_type, + gd.day AS timestamp, + gd.avg_generation AS generation_mw, + r.code AS region_code, + r.name AS region_name +FROM generation_mix_daily gd +JOIN grid_regions r ON gd.region_id = r.id +WHERE r.code = $1 + AND gd.day BETWEEN $2 AND $3 +ORDER BY gd.day ASC, gd.fuel_type diff --git a/prisma/sql/getGenerationHourly.sql b/prisma/sql/getGenerationHourly.sql new file mode 100644 index 0000000..47b2b06 --- /dev/null +++ b/prisma/sql/getGenerationHourly.sql @@ -0,0 +1,11 @@ +-- @param {String} $1:regionCode +-- @param {DateTime} $2:startDate +-- @param {DateTime} $3:endDate +SELECT + gm.fuel_type, gm.timestamp, gm.generation_mw, + r.code AS region_code, r.name AS region_name +FROM generation_mix gm +JOIN grid_regions r ON gm.region_id = r.id +WHERE r.code = $1 + AND gm.timestamp BETWEEN $2 AND $3 +ORDER BY gm.timestamp ASC, gm.fuel_type diff --git a/prisma/sql/getGenerationWeekly.sql b/prisma/sql/getGenerationWeekly.sql new file mode 100644 index 0000000..f19a38b --- /dev/null +++ b/prisma/sql/getGenerationWeekly.sql @@ -0,0 +1,14 @@ +-- @param {String} $1:regionCode +-- @param {DateTime} $2:startDate +-- @param {DateTime} $3:endDate +SELECT + gw.fuel_type, + gw.week AS timestamp, + gw.avg_generation AS generation_mw, + r.code AS region_code, + r.name AS region_name +FROM generation_mix_weekly gw +JOIN grid_regions r ON gw.region_id = r.id +WHERE r.code = $1 + AND gw.week BETWEEN $2 AND $3 +ORDER BY gw.week ASC, gw.fuel_type diff --git a/prisma/sql/getPricesDaily.sql b/prisma/sql/getPricesDaily.sql new file mode 100644 index 0000000..f6abddf --- /dev/null +++ b/prisma/sql/getPricesDaily.sql @@ -0,0 +1,14 @@ +-- @param {String} $1:regionCode +-- @param {DateTime} $2:startDate +-- @param {DateTime} $3:endDate +SELECT + d.day AS timestamp, + d.avg_price AS price_mwh, + d.avg_demand AS demand_mw, + r.code AS region_code, + r.name AS region_name +FROM electricity_prices_daily d +JOIN grid_regions r ON d.region_id = r.id +WHERE r.code = $1 + AND d.day BETWEEN $2 AND $3 +ORDER BY d.day ASC diff --git a/prisma/sql/getPricesHourly.sql b/prisma/sql/getPricesHourly.sql new file mode 100644 index 0000000..b7b8225 --- /dev/null +++ b/prisma/sql/getPricesHourly.sql @@ -0,0 +1,14 @@ +-- @param {String} $1:regionCode +-- @param {DateTime} $2:startDate +-- @param {DateTime} $3:endDate +SELECT + ep.timestamp, + ep.price_mwh, + ep.demand_mw, + r.code AS region_code, + r.name AS region_name +FROM electricity_prices ep +JOIN grid_regions r ON ep.region_id = r.id +WHERE r.code = $1 + AND ep.timestamp BETWEEN $2 AND $3 +ORDER BY ep.timestamp ASC diff --git a/prisma/sql/getPricesWeekly.sql b/prisma/sql/getPricesWeekly.sql new file mode 100644 index 0000000..6b748bf --- /dev/null +++ b/prisma/sql/getPricesWeekly.sql @@ -0,0 +1,14 @@ +-- @param {String} $1:regionCode +-- @param {DateTime} $2:startDate +-- @param {DateTime} $3:endDate +SELECT + w.week AS timestamp, + w.avg_price AS price_mwh, + w.avg_demand AS demand_mw, + r.code AS region_code, + r.name AS region_name +FROM electricity_prices_weekly w +JOIN grid_regions r ON w.region_id = r.id +WHERE r.code = $1 + AND w.week BETWEEN $2 AND $3 +ORDER BY w.week ASC diff --git a/scripts/backfill.ts b/scripts/backfill.ts index c210b4a..725bfc5 100644 --- a/scripts/backfill.ts +++ b/scripts/backfill.ts @@ -1,10 +1,15 @@ /** - * Historical data backfill script. + * Historical data backfill script (10-year). * - * Populates 6 months of historical data from EIA and FRED into Postgres. - * Idempotent — safe to re-run; existing records are updated, not duplicated. + * Populates ~10 years of historical data (from 2015-07-01) from EIA and FRED + * into Postgres. Uses time-chunked requests to stay under EIA's 5,000-row + * pagination limit, with concurrent region fetching and resumability. + * + * Idempotent — safe to re-run; uses ON CONFLICT upserts. * * Usage: bun run scripts/backfill.ts + * bun run scripts/backfill.ts --skip-demand --skip-generation + * bun run scripts/backfill.ts --only-commodities */ import 'dotenv/config'; @@ -13,24 +18,59 @@ import { PrismaPg } from '@prisma/adapter-pg'; import { PrismaClient } from '../src/generated/prisma/client.js'; import * as eia from '../src/lib/api/eia.js'; -import { getFuelTypeData, getRegionData, getRetailElectricityPrices } from '../src/lib/api/eia.js'; +import { getRetailElectricityPrices } from '../src/lib/api/eia.js'; import * as fred from '../src/lib/api/fred.js'; -import type { RegionCode } from '../src/lib/schemas/electricity.js'; +import { type RegionCode } from '../src/lib/schemas/electricity.js'; const adapter = new PrismaPg({ connectionString: process.env.DATABASE_URL }); const prisma = new PrismaClient({ adapter }); -const ALL_REGIONS: RegionCode[] = ['PJM', 'ERCOT', 'CAISO', 'NYISO', 'ISONE', 'MISO', 'SPP']; +// --------------------------------------------------------------------------- +// Configuration +// --------------------------------------------------------------------------- -const SIX_MONTHS_MS = 6 * 30 * 24 * 60 * 60 * 1000; +/** EIA RTO hourly data begins around 2015-07 for most ISOs */ +const BACKFILL_START = '2015-07-01'; -function sixMonthsAgoIso(): string { - return new Date(Date.now() - SIX_MONTHS_MS).toISOString().slice(0, 10); -} +const ALL_REGIONS: RegionCode[] = [ + 'PJM', + 'ERCOT', + 'CAISO', + 'NYISO', + 'ISONE', + 'MISO', + 'SPP', + 'BPA', + 'DUKE', + 'SOCO', + 'TVA', + 'FPC', + 'WAPA', + 'NWMT', +]; -function todayIso(): string { - return new Date().toISOString().slice(0, 10); -} +/** Number of regions to fetch concurrently */ +const CONCURRENCY = 3; + +/** Minimum delay between sequential API requests (ms) */ +const REQUEST_DELAY_MS = 200; + +/** DB upsert batch size */ +const UPSERT_BATCH_SIZE = 2000; + +// --------------------------------------------------------------------------- +// CLI flags +// --------------------------------------------------------------------------- + +const args = new Set(process.argv.slice(2)); +const skipDemand = args.has('--skip-demand'); +const skipGeneration = args.has('--skip-generation'); +const skipCommodities = args.has('--skip-commodities'); +const onlyCommodities = args.has('--only-commodities'); + +// --------------------------------------------------------------------------- +// Helpers +// --------------------------------------------------------------------------- function sleep(ms: number): Promise { return new Promise(resolve => setTimeout(resolve, ms)); @@ -41,27 +81,253 @@ function log(msg: string): void { console.log(`[${ts}] ${msg}`); } +function todayIso(): string { + return new Date().toISOString().slice(0, 10); +} + +/** Generate quarterly date ranges: [start, end] pairs as YYYY-MM-DD strings */ +function generateQuarterChunks(startDate: string, endDate: string): Array<[string, string]> { + const chunks: Array<[string, string]> = []; + const start = new Date(`${startDate}T00:00:00Z`); + const end = new Date(`${endDate}T00:00:00Z`); + + const cursor = new Date(start); + while (cursor < end) { + const chunkStart = cursor.toISOString().slice(0, 10); + // Advance 3 months + cursor.setUTCMonth(cursor.getUTCMonth() + 3); + const chunkEnd = cursor < end ? cursor.toISOString().slice(0, 10) : endDate; + chunks.push([chunkStart, chunkEnd]); + } + + return chunks; +} + +/** Generate monthly date ranges: [start, end] pairs as YYYY-MM-DD strings */ +function generateMonthChunks(startDate: string, endDate: string): Array<[string, string]> { + const chunks: Array<[string, string]> = []; + const start = new Date(`${startDate}T00:00:00Z`); + const end = new Date(`${endDate}T00:00:00Z`); + + const cursor = new Date(start); + while (cursor < end) { + const chunkStart = cursor.toISOString().slice(0, 10); + cursor.setUTCMonth(cursor.getUTCMonth() + 1); + const chunkEnd = cursor < end ? cursor.toISOString().slice(0, 10) : endDate; + chunks.push([chunkStart, chunkEnd]); + } + + return chunks; +} + +/** Format a quarter label like "Q3 2015" */ +function quarterLabel(dateStr: string): string { + const d = new Date(`${dateStr}T00:00:00Z`); + const q = Math.floor(d.getUTCMonth() / 3) + 1; + return `Q${q} ${d.getUTCFullYear()}`; +} + +/** Format a month label like "Jul 2015" */ +function monthLabel(dateStr: string): string { + const d = new Date(`${dateStr}T00:00:00Z`); + return d.toLocaleString('en-US', { month: 'short', year: 'numeric', timeZone: 'UTC' }); +} + +/** Run async tasks with limited concurrency */ +async function runWithConcurrency(tasks: Array<() => Promise>, limit: number): Promise { + const results: T[] = []; + let index = 0; + + async function worker(): Promise { + while (index < tasks.length) { + const currentIndex = index++; + const task = tasks[currentIndex]!; + results[currentIndex] = await task(); + } + } + + const workers = Array.from({ length: Math.min(limit, tasks.length) }, () => worker()); + await Promise.all(workers); + return results; +} + // --------------------------------------------------------------------------- -// Electricity demand backfill +// Progress tracker — stores completed region+chunk combos in memory // --------------------------------------------------------------------------- +const completedChunks = new Set(); + +function chunkKey(phase: string, region: string, chunkStart: string): string { + return `${phase}:${region}:${chunkStart}`; +} + +function isChunkDone(phase: string, region: string, chunkStart: string): boolean { + return completedChunks.has(chunkKey(phase, region, chunkStart)); +} + +function markChunkDone(phase: string, region: string, chunkStart: string): void { + completedChunks.add(chunkKey(phase, region, chunkStart)); +} + +// --------------------------------------------------------------------------- +// Stats +// --------------------------------------------------------------------------- + +interface BackfillStats { + demandInserted: number; + demandUpdated: number; + demandErrors: number; + genInserted: number; + genUpdated: number; + genErrors: number; + commodityInserted: number; + commodityUpdated: number; +} + +const stats: BackfillStats = { + demandInserted: 0, + demandUpdated: 0, + demandErrors: 0, + genInserted: 0, + genUpdated: 0, + genErrors: 0, + commodityInserted: 0, + commodityUpdated: 0, +}; + +// --------------------------------------------------------------------------- +// Electricity demand backfill — chunked by quarter +// --------------------------------------------------------------------------- + +async function backfillDemandForRegion( + regionCode: RegionCode, + regionId: string, + chunks: Array<[string, string]>, + retailPrices: Map, + latestPriceByRegion: Map, +): Promise { + for (let i = 0; i < chunks.length; i++) { + const [start, end] = chunks[i]!; + const label = `[DEMAND] ${regionCode}: ${quarterLabel(start)} (${i + 1}/${chunks.length})`; + + if (isChunkDone('demand', regionCode, start)) { + continue; + } + + try { + log(` ${label} — fetching...`); + const demandData = await eia.getRegionData(regionCode, 'D', { start, end }); + const validPoints = demandData.filter((p): p is typeof p & { valueMw: number } => p.valueMw !== null); + + if (validPoints.length === 0) { + log(` ${label} — 0 data points, skipping`); + markChunkDone('demand', regionCode, start); + await sleep(REQUEST_DELAY_MS); + continue; + } + + // Compute peak demand for price variation within this chunk + const peakDemand = Math.max(...validPoints.map(p => p.valueMw)); + + // Build upsert rows + const rows = validPoints.map(point => { + const month = point.timestamp.toISOString().slice(0, 7); + const basePrice = retailPrices.get(`${regionCode}:${month}`) ?? latestPriceByRegion.get(regionCode) ?? 0; + const demandRatio = peakDemand > 0 ? point.valueMw / peakDemand : 0.5; + const priceMwh = basePrice > 0 ? basePrice * (0.8 + 0.4 * demandRatio) : 0; + + return { + regionId, + priceMwh, + demandMw: point.valueMw, + timestamp: point.timestamp, + }; + }); + + // Batch upsert using raw SQL for speed + let inserted = 0; + let updated = 0; + for (let j = 0; j < rows.length; j += UPSERT_BATCH_SIZE) { + const batch = rows.slice(j, j + UPSERT_BATCH_SIZE); + const result = await upsertDemandBatch(batch); + inserted += result.inserted; + updated += result.updated; + } + + stats.demandInserted += inserted; + stats.demandUpdated += updated; + log(` ${label} — ${inserted} inserted, ${updated} updated (${validPoints.length} points)`); + markChunkDone('demand', regionCode, start); + } catch (err) { + stats.demandErrors++; + log(` ${label} — ERROR: ${err instanceof Error ? err.message : String(err)}`); + } + + await sleep(REQUEST_DELAY_MS); + } +} + +interface UpsertResult { + inserted: number; + updated: number; +} + +async function upsertDemandBatch( + rows: Array<{ regionId: string; priceMwh: number; demandMw: number; timestamp: Date }>, +): Promise { + if (rows.length === 0) return { inserted: 0, updated: 0 }; + + // Build VALUES clause with parameterized placeholders + const values: unknown[] = []; + const placeholders: string[] = []; + + for (let i = 0; i < rows.length; i++) { + const row = rows[i]!; + const offset = i * 4; + placeholders.push( + `(gen_random_uuid(), $${offset + 1}::uuid, $${offset + 2}, $${offset + 3}, $${offset + 4}::timestamptz, 'EIA')`, + ); + values.push(row.regionId, row.priceMwh, row.demandMw, row.timestamp); + } + + const sql = ` + WITH upserted AS ( + INSERT INTO electricity_prices (id, region_id, price_mwh, demand_mw, timestamp, source) + VALUES ${placeholders.join(',\n')} + ON CONFLICT (region_id, timestamp) DO UPDATE SET + price_mwh = EXCLUDED.price_mwh, + demand_mw = EXCLUDED.demand_mw, + source = EXCLUDED.source + RETURNING (xmax = 0) AS is_insert + ) + SELECT + COUNT(*) FILTER (WHERE is_insert) AS inserted, + COUNT(*) FILTER (WHERE NOT is_insert) AS updated + FROM upserted + `; + + const result = await prisma.$queryRawUnsafe>(sql, ...values); + const row = result[0]!; + return { inserted: Number(row.inserted), updated: Number(row.updated) }; +} + async function backfillElectricity(): Promise { - log('=== Backfilling electricity demand + price data ==='); + log('=== Backfilling electricity demand + price data (10-year) ==='); const gridRegions = await prisma.gridRegion.findMany({ select: { id: true, code: true }, }); const regionIdByCode = new Map(gridRegions.map(r => [r.code, r.id])); - const start = sixMonthsAgoIso(); const end = todayIso(); + const chunks = generateQuarterChunks(BACKFILL_START, end); + log(` ${chunks.length} quarterly chunks from ${BACKFILL_START} to ${end}`); - // Fetch monthly retail electricity prices for all regions upfront - // Key: "REGION:YYYY-MM" -> $/MWh + // Fetch retail prices upfront (one call covers all months + all states) const retailPriceByRegionMonth = new Map(); log(' Fetching retail electricity prices...'); try { - const startMonth = start.slice(0, 7); // YYYY-MM + const startMonth = BACKFILL_START.slice(0, 7); const endMonth = end.slice(0, 7); const retailPrices = await getRetailElectricityPrices({ start: startMonth, end: endMonth }); for (const rp of retailPrices) { @@ -72,208 +338,152 @@ async function backfillElectricity(): Promise { log(` ERROR fetching retail prices: ${err instanceof Error ? err.message : String(err)}`); } - // Build a fallback: for each region, find the most recent month with data + // Build fallback: latest known price per region const latestPriceByRegion = new Map(); for (const [key, price] of retailPriceByRegionMonth) { const region = key.split(':')[0]!; const existing = latestPriceByRegion.get(region); - // Since keys are "REGION:YYYY-MM", the latest month lexicographically is the most recent if (!existing || key > `${region}:${existing}`) { latestPriceByRegion.set(region, price); } } - /** Look up price for a region+month, falling back to latest known price */ - function getRetailPrice(region: string, month: string): number { - return retailPriceByRegionMonth.get(`${region}:${month}`) ?? latestPriceByRegion.get(region) ?? 0; - } + await sleep(REQUEST_DELAY_MS); - await sleep(200); - - for (const regionCode of ALL_REGIONS) { - const regionId = regionIdByCode.get(regionCode); - if (!regionId) { - log(` SKIP ${regionCode} — no grid_region row found`); - continue; - } - - log(` Fetching demand for ${regionCode}...`); - try { - const demandData = await getRegionData(regionCode, 'D', { start, end }); - const validPoints = demandData.filter((p): p is typeof p & { valueMw: number } => p.valueMw !== null); - - if (validPoints.length === 0) { - log(` ${regionCode}: 0 valid data points`); - continue; + // Build tasks for each region + const regionTasks = ALL_REGIONS.map(regionCode => { + return async () => { + const regionId = regionIdByCode.get(regionCode); + if (!regionId) { + log(` SKIP ${regionCode} — no grid_region row found`); + return; } + await backfillDemandForRegion(regionCode, regionId, chunks, retailPriceByRegionMonth, latestPriceByRegion); + }; + }); - // Check existing records to decide create vs update - const timestamps = validPoints.map(p => p.timestamp); - const existing = await prisma.electricityPrice.findMany({ - where: { regionId, timestamp: { in: timestamps } }, - select: { id: true, timestamp: true }, - }); - const existingByTime = new Map(existing.map(e => [e.timestamp.getTime(), e.id])); - - // Find peak demand for demand-based price variation - const peakDemand = Math.max(...validPoints.map(p => p.valueMw)); - - const toCreate: Array<{ - regionId: string; - priceMwh: number; - demandMw: number; - timestamp: Date; - source: string; - }> = []; - const toUpdate: Array<{ id: string; demandMw: number; priceMwh: number }> = []; - - for (const point of validPoints) { - const month = point.timestamp.toISOString().slice(0, 7); - const basePrice = getRetailPrice(regionCode, month); - // Add demand-based variation: scale price between 0.8x and 1.2x based on demand - const demandRatio = peakDemand > 0 ? point.valueMw / peakDemand : 0.5; - const priceMwh = basePrice > 0 ? basePrice * (0.8 + 0.4 * demandRatio) : 0; - - const existingId = existingByTime.get(point.timestamp.getTime()); - if (existingId) { - toUpdate.push({ id: existingId, demandMw: point.valueMw, priceMwh }); - } else { - toCreate.push({ - regionId, - priceMwh, - demandMw: point.valueMw, - timestamp: point.timestamp, - source: 'EIA', - }); - } - } - - if (toCreate.length > 0) { - const result = await prisma.electricityPrice.createMany({ data: toCreate }); - log(` ${regionCode}: ${result.count} records inserted`); - } - - if (toUpdate.length > 0) { - // Batch updates in chunks of 100 to avoid transaction timeouts - const chunkSize = 100; - for (let i = 0; i < toUpdate.length; i += chunkSize) { - const chunk = toUpdate.slice(i, i + chunkSize); - await prisma.$transaction( - chunk.map(u => - prisma.electricityPrice.update({ - where: { id: u.id }, - data: { demandMw: u.demandMw, priceMwh: u.priceMwh, source: 'EIA' }, - }), - ), - ); - } - log(` ${regionCode}: ${toUpdate.length} records updated`); - } - - if (toCreate.length === 0 && toUpdate.length === 0) { - log(` ${regionCode}: no changes needed`); - } - } catch (err) { - log(` ERROR ${regionCode}: ${err instanceof Error ? err.message : String(err)}`); - } - - // Rate limit: 200ms between regions - await sleep(200); - } + await runWithConcurrency(regionTasks, CONCURRENCY); } // --------------------------------------------------------------------------- -// Generation mix backfill +// Generation mix backfill — chunked by month // --------------------------------------------------------------------------- +async function backfillGenerationForRegion( + regionCode: RegionCode, + regionId: string, + chunks: Array<[string, string]>, +): Promise { + for (let i = 0; i < chunks.length; i++) { + const [start, end] = chunks[i]!; + const label = `[GEN] ${regionCode}: ${monthLabel(start)} (${i + 1}/${chunks.length})`; + + if (isChunkDone('gen', regionCode, start)) { + continue; + } + + try { + log(` ${label} — fetching...`); + const fuelData = await eia.getFuelTypeData(regionCode, { start, end }); + const validPoints = fuelData.filter((p): p is typeof p & { generationMw: number } => p.generationMw !== null); + + if (validPoints.length === 0) { + log(` ${label} — 0 data points, skipping`); + markChunkDone('gen', regionCode, start); + await sleep(REQUEST_DELAY_MS); + continue; + } + + // Build upsert rows + const rows = validPoints.map(point => ({ + regionId, + fuelType: point.fuelType, + generationMw: point.generationMw, + timestamp: point.timestamp, + })); + + let inserted = 0; + let updated = 0; + for (let j = 0; j < rows.length; j += UPSERT_BATCH_SIZE) { + const batch = rows.slice(j, j + UPSERT_BATCH_SIZE); + const result = await upsertGenerationBatch(batch); + inserted += result.inserted; + updated += result.updated; + } + + stats.genInserted += inserted; + stats.genUpdated += updated; + log(` ${label} — ${inserted} inserted, ${updated} updated (${validPoints.length} points)`); + markChunkDone('gen', regionCode, start); + } catch (err) { + stats.genErrors++; + log(` ${label} — ERROR: ${err instanceof Error ? err.message : String(err)}`); + } + + await sleep(REQUEST_DELAY_MS); + } +} + +async function upsertGenerationBatch( + rows: Array<{ regionId: string; fuelType: string; generationMw: number; timestamp: Date }>, +): Promise { + if (rows.length === 0) return { inserted: 0, updated: 0 }; + + const values: unknown[] = []; + const placeholders: string[] = []; + + for (let i = 0; i < rows.length; i++) { + const row = rows[i]!; + const offset = i * 4; + placeholders.push( + `(gen_random_uuid(), $${offset + 1}::uuid, $${offset + 2}, $${offset + 3}, $${offset + 4}::timestamptz)`, + ); + values.push(row.regionId, row.fuelType, row.generationMw, row.timestamp); + } + + const sql = ` + WITH upserted AS ( + INSERT INTO generation_mix (id, region_id, fuel_type, generation_mw, timestamp) + VALUES ${placeholders.join(',\n')} + ON CONFLICT (region_id, fuel_type, timestamp) DO UPDATE SET + generation_mw = EXCLUDED.generation_mw + RETURNING (xmax = 0) AS is_insert + ) + SELECT + COUNT(*) FILTER (WHERE is_insert) AS inserted, + COUNT(*) FILTER (WHERE NOT is_insert) AS updated + FROM upserted + `; + + const result = await prisma.$queryRawUnsafe>(sql, ...values); + const row = result[0]!; + return { inserted: Number(row.inserted), updated: Number(row.updated) }; +} + async function backfillGeneration(): Promise { - log('=== Backfilling generation mix data ==='); + log('=== Backfilling generation mix data (10-year) ==='); const gridRegions = await prisma.gridRegion.findMany({ select: { id: true, code: true }, }); const regionIdByCode = new Map(gridRegions.map(r => [r.code, r.id])); - const start = sixMonthsAgoIso(); const end = todayIso(); + const chunks = generateMonthChunks(BACKFILL_START, end); + log(` ${chunks.length} monthly chunks from ${BACKFILL_START} to ${end}`); - for (const regionCode of ALL_REGIONS) { - const regionId = regionIdByCode.get(regionCode); - if (!regionId) { - log(` SKIP ${regionCode} — no grid_region row found`); - continue; - } - - log(` Fetching generation mix for ${regionCode}...`); - try { - const fuelData = await getFuelTypeData(regionCode, { start, end }); - const validPoints = fuelData.filter((p): p is typeof p & { generationMw: number } => p.generationMw !== null); - - if (validPoints.length === 0) { - log(` ${regionCode}: 0 valid data points`); - continue; + const regionTasks = ALL_REGIONS.map(regionCode => { + return async () => { + const regionId = regionIdByCode.get(regionCode); + if (!regionId) { + log(` SKIP ${regionCode} — no grid_region row found`); + return; } + await backfillGenerationForRegion(regionCode, regionId, chunks); + }; + }); - const timestamps = validPoints.map(p => p.timestamp); - const existing = await prisma.generationMix.findMany({ - where: { regionId, timestamp: { in: timestamps } }, - select: { id: true, timestamp: true, fuelType: true }, - }); - const existingKeys = new Map(existing.map(e => [`${e.fuelType}:${e.timestamp.getTime()}`, e.id])); - - const toCreate: Array<{ - regionId: string; - fuelType: string; - generationMw: number; - timestamp: Date; - }> = []; - const toUpdate: Array<{ id: string; generationMw: number }> = []; - - for (const point of validPoints) { - const key = `${point.fuelType}:${point.timestamp.getTime()}`; - const existingId = existingKeys.get(key); - if (existingId) { - toUpdate.push({ id: existingId, generationMw: point.generationMw }); - } else { - toCreate.push({ - regionId, - fuelType: point.fuelType, - generationMw: point.generationMw, - timestamp: point.timestamp, - }); - } - } - - if (toCreate.length > 0) { - const result = await prisma.generationMix.createMany({ data: toCreate }); - log(` ${regionCode}: ${result.count} generation records inserted`); - } - - if (toUpdate.length > 0) { - const chunkSize = 100; - for (let i = 0; i < toUpdate.length; i += chunkSize) { - const chunk = toUpdate.slice(i, i + chunkSize); - await prisma.$transaction( - chunk.map(u => - prisma.generationMix.update({ - where: { id: u.id }, - data: { generationMw: u.generationMw }, - }), - ), - ); - } - log(` ${regionCode}: ${toUpdate.length} generation records updated`); - } - - if (toCreate.length === 0 && toUpdate.length === 0) { - log(` ${regionCode}: no changes needed`); - } - } catch (err) { - log(` ERROR ${regionCode}: ${err instanceof Error ? err.message : String(err)}`); - } - - await sleep(200); - } + await runWithConcurrency(regionTasks, CONCURRENCY); } // --------------------------------------------------------------------------- @@ -289,9 +499,9 @@ interface CommodityRow { } async function backfillCommodities(): Promise { - log('=== Backfilling commodity prices ==='); + log('=== Backfilling commodity prices (10-year) ==='); - const start = sixMonthsAgoIso(); + const start = BACKFILL_START; const end = todayIso(); const rows: CommodityRow[] = []; @@ -308,7 +518,7 @@ async function backfillCommodities(): Promise { log(` ERROR EIA natural gas: ${err instanceof Error ? err.message : String(err)}`); } - await sleep(200); + await sleep(REQUEST_DELAY_MS); // EIA: WTI Crude log(' Fetching EIA WTI crude prices...'); @@ -323,7 +533,7 @@ async function backfillCommodities(): Promise { log(` ERROR EIA WTI crude: ${err instanceof Error ? err.message : String(err)}`); } - await sleep(200); + await sleep(REQUEST_DELAY_MS); // FRED: Natural Gas (DHHNGSP) log(' Fetching FRED natural gas prices...'); @@ -337,7 +547,7 @@ async function backfillCommodities(): Promise { log(` ERROR FRED natural gas: ${fredGas.error}`); } - await sleep(200); + await sleep(REQUEST_DELAY_MS); // FRED: WTI Crude (DCOILWTICO) log(' Fetching FRED WTI crude prices...'); @@ -351,7 +561,7 @@ async function backfillCommodities(): Promise { log(` ERROR FRED WTI crude: ${fredOil.error}`); } - await sleep(200); + await sleep(REQUEST_DELAY_MS); // FRED: Coal (PCOALAUUSDM) log(' Fetching FRED coal prices...'); @@ -381,59 +591,79 @@ async function backfillCommodities(): Promise { } const uniqueRows = [...deduped.values()]; - // Upsert into database - const timestamps = uniqueRows.map(r => r.timestamp); - const commodities = [...new Set(uniqueRows.map(r => r.commodity))]; + // Batch upsert commodities + let totalInserted = 0; + let totalUpdated = 0; + for (let i = 0; i < uniqueRows.length; i += UPSERT_BATCH_SIZE) { + const batch = uniqueRows.slice(i, i + UPSERT_BATCH_SIZE); + const result = await upsertCommodityBatch(batch); + totalInserted += result.inserted; + totalUpdated += result.updated; + } - const existing = await prisma.commodityPrice.findMany({ - where: { commodity: { in: commodities }, timestamp: { in: timestamps } }, - select: { id: true, commodity: true, timestamp: true }, - }); - const existingKeys = new Map(existing.map(e => [`${e.commodity}:${e.timestamp.getTime()}`, e.id])); + stats.commodityInserted = totalInserted; + stats.commodityUpdated = totalUpdated; + log(` Commodities: ${totalInserted} inserted, ${totalUpdated} updated (${uniqueRows.length} unique rows)`); +} - const toCreate: Array<{ commodity: string; price: number; unit: string; timestamp: Date; source: string }> = []; - const toUpdate: Array<{ id: string; price: number; unit: string; source: string }> = []; +async function upsertCommodityBatch(rows: CommodityRow[]): Promise { + if (rows.length === 0) return { inserted: 0, updated: 0 }; - for (const row of uniqueRows) { - const key = `${row.commodity}:${row.timestamp.getTime()}`; - const existingId = existingKeys.get(key); - if (existingId) { - toUpdate.push({ id: existingId, price: row.price, unit: row.unit, source: row.source }); - } else { - toCreate.push({ - commodity: row.commodity, - price: row.price, - unit: row.unit, - timestamp: row.timestamp, - source: row.source, - }); + const values: unknown[] = []; + const placeholders: string[] = []; + + for (let i = 0; i < rows.length; i++) { + const row = rows[i]!; + const offset = i * 5; + placeholders.push( + `(gen_random_uuid(), $${offset + 1}, $${offset + 2}, $${offset + 3}, $${offset + 4}::timestamptz, $${offset + 5})`, + ); + values.push(row.commodity, row.price, row.unit, row.timestamp, row.source); + } + + const sql = ` + WITH upserted AS ( + INSERT INTO commodity_prices (id, commodity, price, unit, timestamp, source) + VALUES ${placeholders.join(',\n')} + ON CONFLICT (commodity, timestamp) DO UPDATE SET + price = EXCLUDED.price, + unit = EXCLUDED.unit, + source = EXCLUDED.source + RETURNING (xmax = 0) AS is_insert + ) + SELECT + COUNT(*) FILTER (WHERE is_insert) AS inserted, + COUNT(*) FILTER (WHERE NOT is_insert) AS updated + FROM upserted + `; + + const result = await prisma.$queryRawUnsafe>(sql, ...values); + const row = result[0]!; + return { inserted: Number(row.inserted), updated: Number(row.updated) }; +} + +// --------------------------------------------------------------------------- +// Materialized view refresh +// --------------------------------------------------------------------------- + +const MATERIALIZED_VIEWS = [ + 'electricity_prices_daily', + 'electricity_prices_weekly', + 'generation_mix_daily', + 'generation_mix_weekly', +] as const; + +async function refreshMaterializedViews(): Promise { + log('=== Refreshing materialized views ==='); + for (const view of MATERIALIZED_VIEWS) { + try { + log(` Refreshing ${view}...`); + await prisma.$executeRawUnsafe(`REFRESH MATERIALIZED VIEW CONCURRENTLY ${view}`); + log(` ${view} refreshed`); + } catch (err) { + log(` ERROR refreshing ${view}: ${err instanceof Error ? err.message : String(err)}`); } } - - if (toCreate.length > 0) { - const result = await prisma.commodityPrice.createMany({ data: toCreate }); - log(` Commodities: ${result.count} records inserted`); - } - - if (toUpdate.length > 0) { - const chunkSize = 100; - for (let i = 0; i < toUpdate.length; i += chunkSize) { - const chunk = toUpdate.slice(i, i + chunkSize); - await prisma.$transaction( - chunk.map(u => - prisma.commodityPrice.update({ - where: { id: u.id }, - data: { price: u.price, unit: u.unit, source: u.source }, - }), - ), - ); - } - log(` Commodities: ${toUpdate.length} records updated`); - } - - if (toCreate.length === 0 && toUpdate.length === 0) { - log(' Commodities: no changes needed'); - } } // --------------------------------------------------------------------------- @@ -441,19 +671,36 @@ async function backfillCommodities(): Promise { // --------------------------------------------------------------------------- async function main(): Promise { - log('Starting historical backfill (6 months)...'); - log(`Date range: ${sixMonthsAgoIso()} to ${todayIso()}`); + const end = todayIso(); + log(`Starting 10-year historical backfill...`); + log(`Date range: ${BACKFILL_START} to ${end}`); + log(`Regions: ${ALL_REGIONS.join(', ')} (${ALL_REGIONS.length} total)`); + log(`Concurrency: ${CONCURRENCY} regions in parallel`); log(''); - await backfillElectricity(); - log(''); - - await backfillGeneration(); - log(''); - - await backfillCommodities(); + if (!onlyCommodities && !skipDemand) { + await backfillElectricity(); + log(''); + } + + if (!onlyCommodities && !skipGeneration) { + await backfillGeneration(); + log(''); + } + + if (!skipCommodities) { + await backfillCommodities(); + log(''); + } + + // Refresh materialized views after data load + await refreshMaterializedViews(); log(''); + log('=== Backfill Summary ==='); + log(` Demand: ${stats.demandInserted} inserted, ${stats.demandUpdated} updated, ${stats.demandErrors} errors`); + log(` Generation: ${stats.genInserted} inserted, ${stats.genUpdated} updated, ${stats.genErrors} errors`); + log(` Commodities: ${stats.commodityInserted} inserted, ${stats.commodityUpdated} updated`); log('Backfill complete.'); } diff --git a/scripts/download-power-plants.ts b/scripts/download-power-plants.ts new file mode 100644 index 0000000..67e1b8b --- /dev/null +++ b/scripts/download-power-plants.ts @@ -0,0 +1,104 @@ +/** + * Downloads power plant data from the EIA ArcGIS FeatureServer. + * + * Fetches all US power plants >= 50 MW with pagination, + * then saves the combined result as data/power-plants.geojson. + * + * Usage: bun run scripts/download-power-plants.ts + */ + +import { mkdirSync, writeFileSync } from 'fs'; +import { resolve } from 'path'; +import { z } from 'zod/v4'; + +const BASE_URL = + 'https://services2.arcgis.com/FiaPA4ga0iQKduv3/ArcGIS/rest/services/Power_Plants_in_the_US/FeatureServer/0/query'; + +const OUT_FIELDS = [ + 'Plant_Name', + 'Plant_Code', + 'Utility_Na', + 'State', + 'County', + 'Latitude', + 'Longitude', + 'PrimSource', + 'Total_MW', +].join(','); + +const PAGE_SIZE = 2000; + +const ArcGISFeatureSchema = z.object({ + type: z.literal('Feature'), + geometry: z.object({ + type: z.literal('Point'), + coordinates: z.tuple([z.number(), z.number()]), + }), + properties: z.record(z.string(), z.unknown()), +}); + +const ArcGISResponseSchema = z.object({ + type: z.literal('FeatureCollection'), + features: z.array(ArcGISFeatureSchema), + properties: z.object({ exceededTransferLimit: z.boolean().optional() }).optional(), +}); + +type ArcGISFeature = z.infer; +type ArcGISGeoJSONResponse = z.infer; + +async function fetchPage(offset: number): Promise { + const params = new URLSearchParams({ + where: 'Total_MW >= 50', + outFields: OUT_FIELDS, + f: 'geojson', + resultRecordCount: String(PAGE_SIZE), + resultOffset: String(offset), + }); + + const url = `${BASE_URL}?${params.toString()}`; + console.log(`Fetching offset=${offset}...`); + + const res = await fetch(url); + if (!res.ok) { + throw new Error(`HTTP ${res.status}: ${res.statusText}`); + } + + const json: unknown = await res.json(); + return ArcGISResponseSchema.parse(json); +} + +async function main() { + const allFeatures: ArcGISFeature[] = []; + let offset = 0; + + while (true) { + const page = await fetchPage(offset); + const count = page.features.length; + console.log(` Got ${count} features`); + allFeatures.push(...page.features); + + // ArcGIS signals more data via exceededTransferLimit or by returning a full page + const hasMore = page.properties?.exceededTransferLimit === true || count >= PAGE_SIZE; + if (!hasMore || count === 0) break; + offset += PAGE_SIZE; + } + + console.log(`\nTotal features: ${allFeatures.length}`); + + const collection: ArcGISGeoJSONResponse = { + type: 'FeatureCollection', + features: allFeatures, + }; + + const outDir = resolve(import.meta.dirname, '..', 'data'); + mkdirSync(outDir, { recursive: true }); + + const outPath = resolve(outDir, 'power-plants.geojson'); + writeFileSync(outPath, JSON.stringify(collection, null, 2)); + console.log(`Saved to ${outPath}`); +} + +main().catch((err: unknown) => { + console.error('Download failed:', err); + process.exit(1); +}); diff --git a/src/actions/demand.ts b/src/actions/demand.ts index 2e85c8c..206bab7 100644 --- a/src/actions/demand.ts +++ b/src/actions/demand.ts @@ -1,7 +1,8 @@ 'use server'; -import { getDemandByRegion } from '@/generated/prisma/sql.js'; +import { getDemandByRegion, getDemandDaily, getDemandHourly, getDemandWeekly } from '@/generated/prisma/sql.js'; import { prisma } from '@/lib/db.js'; +import { getGranularity } from '@/lib/granularity.js'; import { serialize } from '@/lib/superjson.js'; import { validateRegionCode } from '@/lib/utils.js'; import { cacheLife, cacheTag } from 'next/cache'; @@ -32,10 +33,43 @@ interface ActionError { type ActionResult = ActionSuccess | ActionError; +/** Unified demand row returned to the client */ +interface DemandRow { + region_code: string; + region_name: string; + day: Date; + avg_demand: number; + peak_demand: number; + datacenter_count: number | null; + total_dc_capacity_mw: number | null; +} + +async function queryDemand(startDate: Date, endDate: Date, regionCode: string): Promise { + const granularity = getGranularity(startDate, endDate); + switch (granularity) { + case 'hourly': + return prisma.$queryRawTyped(getDemandHourly(startDate, endDate, regionCode)); + case 'daily': { + const rows = await prisma.$queryRawTyped(getDemandDaily(startDate, endDate, regionCode)); + return rows.filter( + (r): r is typeof r & { day: Date; avg_demand: number; peak_demand: number } => + r.day !== null && r.avg_demand !== null && r.peak_demand !== null, + ); + } + case 'weekly': { + const rows = await prisma.$queryRawTyped(getDemandWeekly(startDate, endDate, regionCode)); + return rows.filter( + (r): r is typeof r & { day: Date; avg_demand: number; peak_demand: number } => + r.day !== null && r.avg_demand !== null && r.peak_demand !== null, + ); + } + } +} + export async function fetchDemandByRegion( regionCode: string, timeRange: TimeRange = '30d', -): Promise> { +): Promise> { 'use cache'; cacheLife('demand'); cacheTag(`demand-${regionCode}-${timeRange}`); @@ -46,7 +80,7 @@ export async function fetchDemandByRegion( } const startDate = timeRangeToStartDate(timeRange); const endDate = new Date(); - const rows = await prisma.$queryRawTyped(getDemandByRegion(startDate, endDate, regionCode)); + const rows = await queryDemand(startDate, endDate, regionCode); return { ok: true, data: serialize(rows) }; } catch (err) { return { @@ -64,6 +98,7 @@ export async function fetchRegionDemandSummary(): Promise = ActionSuccess | ActionError; +/** Unified generation row returned to the client */ +interface GenerationRow { + fuel_type: string; + timestamp: Date; + generation_mw: number; + region_code: string; + region_name: string; +} + +async function queryGeneration(regionCode: string, startDate: Date, endDate: Date): Promise { + const granularity = getGranularity(startDate, endDate); + switch (granularity) { + case 'hourly': + return prisma.$queryRawTyped(getGenerationHourly(regionCode, startDate, endDate)); + case 'daily': { + const rows = await prisma.$queryRawTyped(getGenerationDaily(regionCode, startDate, endDate)); + return rows.filter( + (r): r is typeof r & { fuel_type: string; timestamp: Date; generation_mw: number } => + r.fuel_type !== null && r.timestamp !== null && r.generation_mw !== null, + ); + } + case 'weekly': { + const rows = await prisma.$queryRawTyped(getGenerationWeekly(regionCode, startDate, endDate)); + return rows.filter( + (r): r is typeof r & { fuel_type: string; timestamp: Date; generation_mw: number } => + r.fuel_type !== null && r.timestamp !== null && r.generation_mw !== null, + ); + } + } +} + export async function fetchGenerationMix( regionCode: string, timeRange: TimeRange = '30d', -): Promise> { +): Promise> { 'use cache'; cacheLife('demand'); cacheTag(`generation-${regionCode}-${timeRange}`); @@ -46,7 +78,7 @@ export async function fetchGenerationMix( } const startDate = timeRangeToStartDate(timeRange); const endDate = new Date(); - const rows = await prisma.$queryRawTyped(getGenerationMix(regionCode, startDate, endDate)); + const rows = await queryGeneration(regionCode, startDate, endDate); return { ok: true, data: serialize(rows) }; } catch (err) { return { diff --git a/src/actions/power-plants.ts b/src/actions/power-plants.ts new file mode 100644 index 0000000..689c149 --- /dev/null +++ b/src/actions/power-plants.ts @@ -0,0 +1,22 @@ +'use server'; + +import { getAllPowerPlants } from '@/generated/prisma/sql.js'; +import { prisma } from '@/lib/db.js'; +import { serialize } from '@/lib/superjson.js'; +import { cacheLife, cacheTag } from 'next/cache'; + +export async function fetchAllPowerPlants() { + 'use cache'; + cacheLife('seedData'); + cacheTag('power-plants'); + + try { + const rows = await prisma.$queryRawTyped(getAllPowerPlants()); + return { ok: true as const, data: serialize(rows) }; + } catch (err) { + return { + ok: false as const, + error: `Failed to fetch power plants: ${err instanceof Error ? err.message : String(err)}`, + }; + } +} diff --git a/src/actions/prices.ts b/src/actions/prices.ts index ca62fb0..f63d752 100644 --- a/src/actions/prices.ts +++ b/src/actions/prices.ts @@ -1,7 +1,14 @@ 'use server'; -import { getLatestPrices, getPriceTrends, getRegionPriceHeatmap } from '@/generated/prisma/sql.js'; +import { + getLatestPrices, + getPricesDaily, + getPricesHourly, + getPricesWeekly, + getRegionPriceHeatmap, +} from '@/generated/prisma/sql.js'; import { prisma } from '@/lib/db.js'; +import { getGranularity } from '@/lib/granularity.js'; import { serialize } from '@/lib/superjson.js'; import { validateRegionCode } from '@/lib/utils.js'; import { cacheLife, cacheTag } from 'next/cache'; @@ -48,10 +55,41 @@ export async function fetchLatestPrices(): Promise { + const granularity = getGranularity(startDate, endDate); + switch (granularity) { + case 'hourly': + return prisma.$queryRawTyped(getPricesHourly(regionCode, startDate, endDate)); + case 'daily': { + const rows = await prisma.$queryRawTyped(getPricesDaily(regionCode, startDate, endDate)); + return rows.filter( + (r): r is typeof r & { timestamp: Date; price_mwh: number; demand_mw: number } => + r.timestamp !== null && r.price_mwh !== null && r.demand_mw !== null, + ); + } + case 'weekly': { + const rows = await prisma.$queryRawTyped(getPricesWeekly(regionCode, startDate, endDate)); + return rows.filter( + (r): r is typeof r & { timestamp: Date; price_mwh: number; demand_mw: number } => + r.timestamp !== null && r.price_mwh !== null && r.demand_mw !== null, + ); + } + } +} + export async function fetchPriceTrends( regionCode: string, timeRange: TimeRange = '30d', -): Promise> { +): Promise> { 'use cache'; cacheLife('prices'); cacheTag(`price-trends-${regionCode}-${timeRange}`); @@ -62,7 +100,7 @@ export async function fetchPriceTrends( } const startDate = timeRangeToStartDate(timeRange); const endDate = new Date(); - const rows = await prisma.$queryRawTyped(getPriceTrends(regionCode, startDate, endDate)); + const rows = await queryPriceTrends(regionCode, startDate, endDate); return { ok: true, data: serialize(rows) }; } catch (err) { return { @@ -88,9 +126,7 @@ export async function fetchPriceHeatmapData(): Promise> { +export async function fetchAllRegionPriceTrends(timeRange: TimeRange = '30d'): Promise> { 'use cache'; cacheLife('prices'); cacheTag(`all-price-trends-${timeRange}`); @@ -99,9 +135,7 @@ export async function fetchAllRegionPriceTrends( const startDate = timeRangeToStartDate(timeRange); const endDate = new Date(); const regions = await prisma.gridRegion.findMany({ select: { code: true } }); - const results = await Promise.all( - regions.map(r => prisma.$queryRawTyped(getPriceTrends(r.code, startDate, endDate))), - ); + const results = await Promise.all(regions.map(r => queryPriceTrends(r.code, startDate, endDate))); return { ok: true, data: serialize(results.flat()) }; } catch (err) { return { @@ -203,7 +237,7 @@ export async function fetchPriceSparklines(): Promise< const regions = await prisma.gridRegion.findMany({ select: { code: true } }); const results = await Promise.all( regions.map(async r => { - const rows = await prisma.$queryRawTyped(getPriceTrends(r.code, startDate, endDate)); + const rows = await queryPriceTrends(r.code, startDate, endDate); return { region_code: r.code, points: rows.map(row => ({ value: row.price_mwh })), diff --git a/src/app/api/ingest/electricity/route.ts b/src/app/api/ingest/electricity/route.ts index 8318725..323bb1e 100644 --- a/src/app/api/ingest/electricity/route.ts +++ b/src/app/api/ingest/electricity/route.ts @@ -5,7 +5,22 @@ import { getRegionData, getRetailElectricityPrices } from '@/lib/api/eia.js'; import { prisma } from '@/lib/db.js'; import { EIA_RESPONDENT_CODES, type RegionCode } from '@/lib/schemas/electricity.js'; -const ALL_REGIONS: RegionCode[] = ['PJM', 'ERCOT', 'CAISO', 'NYISO', 'ISONE', 'MISO', 'SPP']; +const ALL_REGIONS: RegionCode[] = [ + 'PJM', + 'ERCOT', + 'CAISO', + 'NYISO', + 'ISONE', + 'MISO', + 'SPP', + 'BPA', + 'DUKE', + 'SOCO', + 'TVA', + 'FPC', + 'WAPA', + 'NWMT', +]; function isRegionCode(value: string): value is RegionCode { return value in EIA_RESPONDENT_CODES; diff --git a/src/app/api/ingest/generation/route.ts b/src/app/api/ingest/generation/route.ts index 2e47ce6..47d43b6 100644 --- a/src/app/api/ingest/generation/route.ts +++ b/src/app/api/ingest/generation/route.ts @@ -5,7 +5,22 @@ import { getFuelTypeData } from '@/lib/api/eia.js'; import { prisma } from '@/lib/db.js'; import { EIA_RESPONDENT_CODES, type RegionCode } from '@/lib/schemas/electricity.js'; -const ALL_REGIONS: RegionCode[] = ['PJM', 'ERCOT', 'CAISO', 'NYISO', 'ISONE', 'MISO', 'SPP']; +const ALL_REGIONS: RegionCode[] = [ + 'PJM', + 'ERCOT', + 'CAISO', + 'NYISO', + 'ISONE', + 'MISO', + 'SPP', + 'BPA', + 'DUKE', + 'SOCO', + 'TVA', + 'FPC', + 'WAPA', + 'NWMT', +]; function isRegionCode(value: string): value is RegionCode { return value in EIA_RESPONDENT_CODES; diff --git a/src/app/map/_sections/map-content.tsx b/src/app/map/_sections/map-content.tsx index 42764b6..dc2f6b8 100644 --- a/src/app/map/_sections/map-content.tsx +++ b/src/app/map/_sections/map-content.tsx @@ -1,9 +1,15 @@ import { fetchAllDatacentersWithLocation } from '@/actions/datacenters.js'; +import { fetchAllPowerPlants } from '@/actions/power-plants.js'; import { fetchPriceHeatmapData } from '@/actions/prices.js'; import type { DatacenterMarkerData } from '@/components/map/datacenter-marker.js'; import { EnergyMapLoader } from '@/components/map/energy-map-loader.js'; +import type { PowerPlantMarkerData } from '@/components/map/power-plant-marker.js'; import type { RegionHeatmapData } from '@/components/map/region-overlay.js'; -import type { getAllDatacentersWithLocation, getRegionPriceHeatmap } from '@/generated/prisma/sql.js'; +import type { + getAllDatacentersWithLocation, + getAllPowerPlants, + getRegionPriceHeatmap, +} from '@/generated/prisma/sql.js'; import { deserialize } from '@/lib/superjson.js'; interface GeoJsonPoint { @@ -46,7 +52,11 @@ function parseBoundaryGeoJson(geojsonStr: string | null): object | null { } export async function MapContent() { - const [dcResult, priceResult] = await Promise.all([fetchAllDatacentersWithLocation(), fetchPriceHeatmapData()]); + const [dcResult, priceResult, ppResult] = await Promise.all([ + fetchAllDatacentersWithLocation(), + fetchPriceHeatmapData(), + fetchAllPowerPlants(), + ]); const datacenters: DatacenterMarkerData[] = []; if (dcResult.ok) { @@ -88,5 +98,26 @@ export async function MapContent() { } } - return ; + const powerPlants: PowerPlantMarkerData[] = []; + if (ppResult.ok) { + const rows = deserialize(ppResult.data); + for (const row of rows) { + const loc = parseLocationGeoJson(row.location_geojson); + if (loc) { + powerPlants.push({ + id: row.id, + plant_code: row.plant_code, + name: row.name, + operator: row.operator, + capacity_mw: row.capacity_mw, + fuel_type: row.fuel_type, + state: row.state, + lat: loc.lat, + lng: loc.lng, + }); + } + } + } + + return ; } diff --git a/src/components/charts/demand-chart.tsx b/src/components/charts/demand-chart.tsx index 8562b71..b8ee523 100644 --- a/src/components/charts/demand-chart.tsx +++ b/src/components/charts/demand-chart.tsx @@ -307,6 +307,7 @@ export function DemandChart({ initialData, summaryData }: DemandChartProps) { strokeWidth={2} dot={false} connectNulls + isAnimationActive={trendChartData.length <= 200} /> ))} diff --git a/src/components/charts/generation-chart.tsx b/src/components/charts/generation-chart.tsx index 6643bac..7dbb5e2 100644 --- a/src/components/charts/generation-chart.tsx +++ b/src/components/charts/generation-chart.tsx @@ -14,7 +14,7 @@ import { ChartTooltipContent, } from '@/components/ui/chart.js'; import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from '@/components/ui/select.js'; -import type { getGenerationMix } from '@/generated/prisma/sql.js'; +import type { getGenerationHourly } from '@/generated/prisma/sql.js'; import { deserialize } from '@/lib/superjson.js'; import { formatMarketDate, formatMarketDateTime, formatMarketTime } from '@/lib/utils.js'; @@ -106,7 +106,7 @@ interface PivotedRow { other: number; } -function pivotGenerationData(rows: getGenerationMix.Result[], regionCode: string): PivotedRow[] { +function pivotGenerationData(rows: getGenerationHourly.Result[], regionCode: string): PivotedRow[] { const byTimestamp = new Map(); for (const row of rows) { @@ -165,7 +165,7 @@ function computeGenerationSplit(data: PivotedRow[]): GenerationSplit { } interface GenerationChartProps { - initialData: ReturnType>; + initialData: ReturnType>; initialRegion: string; initialTimeRange: TimeRange; } @@ -177,7 +177,7 @@ export function GenerationChart({ initialData, initialRegion, initialTimeRange } const [error, setError] = useState(null); const [isPending, startTransition] = useTransition(); - const rows = useMemo(() => deserialize(serializedData), [serializedData]); + const rows = useMemo(() => deserialize(serializedData), [serializedData]); const chartData = useMemo(() => pivotGenerationData(rows, regionCode), [rows, regionCode]); const split = useMemo(() => computeGenerationSplit(chartData), [chartData]); @@ -337,6 +337,7 @@ export function GenerationChart({ initialData, initialRegion, initialTimeRange } fill={`url(#fill-${fuel})`} stroke={`var(--color-${fuel})`} strokeWidth={1.5} + isAnimationActive={chartData.length <= 200} /> ))} } /> diff --git a/src/components/charts/price-chart.tsx b/src/components/charts/price-chart.tsx index 4765d6e..780b636 100644 --- a/src/components/charts/price-chart.tsx +++ b/src/components/charts/price-chart.tsx @@ -407,6 +407,7 @@ export function PriceChart({ strokeWidth={2} dot={false} connectNulls + isAnimationActive={pivoted.length <= 200} /> ))} @@ -422,6 +423,7 @@ export function PriceChart({ strokeDasharray="6 3" dot={false} connectNulls + isAnimationActive={pivoted.length <= 200} /> ))} diff --git a/src/components/map/datacenter-marker.tsx b/src/components/map/datacenter-marker.tsx index 4e58c62..fa6ec19 100644 --- a/src/components/map/datacenter-marker.tsx +++ b/src/components/map/datacenter-marker.tsx @@ -55,9 +55,15 @@ interface DatacenterMarkerProps { datacenter: DatacenterMarkerData; onClick: (datacenter: DatacenterMarkerData) => void; isPulsing?: boolean; + isSelected?: boolean; } -export function DatacenterMarker({ datacenter, onClick, isPulsing = false }: DatacenterMarkerProps) { +export function DatacenterMarker({ + datacenter, + onClick, + isPulsing = false, + isSelected = false, +}: DatacenterMarkerProps) { const [hovered, setHovered] = useState(false); const size = getMarkerSize(datacenter.capacity_mw); const color = getOperatorColor(datacenter.operator); @@ -71,6 +77,7 @@ export function DatacenterMarker({ datacenter, onClick, isPulsing = false }: Dat
import('./energy-map.js').then(m => m.EnergyMap), { @@ -17,8 +18,9 @@ const EnergyMap = dynamic(() => import('./energy-map.js').then(m => m.EnergyMap) interface EnergyMapLoaderProps { datacenters: DatacenterMarkerData[]; regions: RegionHeatmapData[]; + powerPlants: PowerPlantMarkerData[]; } -export function EnergyMapLoader({ datacenters, regions }: EnergyMapLoaderProps) { - return ; +export function EnergyMapLoader({ datacenters, regions, powerPlants }: EnergyMapLoaderProps) { + return ; } diff --git a/src/components/map/energy-map.tsx b/src/components/map/energy-map.tsx index 6bbf705..bf7ea19 100644 --- a/src/components/map/energy-map.tsx +++ b/src/components/map/energy-map.tsx @@ -1,11 +1,12 @@ 'use client'; -import { AdvancedMarker, APIProvider, ColorScheme, Map } from '@vis.gl/react-google-maps'; +import { AdvancedMarker, APIProvider, ColorScheme, ControlPosition, Map, MapControl } from '@vis.gl/react-google-maps'; import { useCallback, useMemo, useState } from 'react'; import { DatacenterDetailPanel } from './datacenter-detail-panel.js'; import { DatacenterMarker, type DatacenterMarkerData } from './datacenter-marker.js'; import { MapControls } from './map-controls.js'; import { MapLegend } from './map-legend.js'; +import { PowerPlantMarker, type PowerPlantMarkerData } from './power-plant-marker.js'; import { RegionDetailPanel } from './region-detail-panel.js'; import { RegionOverlay, type RegionHeatmapData } from './region-overlay.js'; @@ -35,15 +36,17 @@ function priceToLabelBorderColor(price: number | null): string { interface EnergyMapProps { datacenters: DatacenterMarkerData[]; regions: RegionHeatmapData[]; + powerPlants: PowerPlantMarkerData[]; } -export function EnergyMap({ datacenters, regions }: EnergyMapProps) { +export function EnergyMap({ datacenters, regions, powerPlants }: EnergyMapProps) { const apiKey = process.env.NEXT_PUBLIC_GOOGLE_MAPS_API_KEY ?? ''; const mapId = process.env.NEXT_PUBLIC_GOOGLE_MAP_ID ?? ''; const [filteredDatacenters, setFilteredDatacenters] = useState(datacenters); const [selectedDatacenter, setSelectedDatacenter] = useState(null); const [selectedRegion, setSelectedRegion] = useState(null); + const [showPowerPlants, setShowPowerPlants] = useState(false); const handleDatacenterClick = useCallback((dc: DatacenterMarkerData) => { setSelectedDatacenter(dc); @@ -81,7 +84,12 @@ export function EnergyMap({ datacenters, regions }: EnergyMapProps) { return (
- + @@ -104,6 +113,8 @@ export function EnergyMap({ datacenters, regions }: EnergyMapProps) { ))} + {showPowerPlants && powerPlants.map(pp => )} + {filteredDatacenters.map(dc => { const dcRegion = regions.find(r => r.code === dc.region_code); const isPulsing = @@ -113,12 +124,20 @@ export function EnergyMap({ datacenters, regions }: EnergyMapProps) { dcRegion.avgPrice > 0 && dcRegion.maxPrice > dcRegion.avgPrice * 1.03; return ( - + ); })} - - + + + + setSelectedDatacenter(null)} /> diff --git a/src/components/map/map-controls.tsx b/src/components/map/map-controls.tsx index a654002..d8be189 100644 --- a/src/components/map/map-controls.tsx +++ b/src/components/map/map-controls.tsx @@ -7,9 +7,11 @@ import type { DatacenterMarkerData } from './datacenter-marker.js'; interface MapControlsProps { datacenters: DatacenterMarkerData[]; onFilterChange: (filtered: DatacenterMarkerData[]) => void; + showPowerPlants: boolean; + onTogglePowerPlants: (show: boolean) => void; } -export function MapControls({ datacenters, onFilterChange }: MapControlsProps) { +export function MapControls({ datacenters, onFilterChange, showPowerPlants, onTogglePowerPlants }: MapControlsProps) { const operators = useMemo(() => { const set = new Set(datacenters.map(d => d.operator)); return Array.from(set).sort(); @@ -105,6 +107,18 @@ export function MapControls({ datacenters, onFilterChange }: MapControlsProps) { className="h-1.5 w-full cursor-pointer appearance-none rounded-full bg-zinc-700 accent-blue-500" />
+ +
+ +
); } diff --git a/src/components/map/map-legend.tsx b/src/components/map/map-legend.tsx index 0592b55..d092797 100644 --- a/src/components/map/map-legend.tsx +++ b/src/components/map/map-legend.tsx @@ -1,8 +1,26 @@ 'use client'; -export function MapLegend() { +import { FUEL_TYPE_COLORS } from './power-plant-marker.js'; + +interface MapLegendProps { + showPowerPlants?: boolean; +} + +const FUEL_TYPE_DISPLAY_ORDER = [ + 'Natural Gas', + 'Coal', + 'Nuclear', + 'Hydroelectric', + 'Wind', + 'Solar', + 'Petroleum', + 'Biomass', + 'Geothermal', +]; + +export function MapLegend({ showPowerPlants = false }: MapLegendProps) { return ( -
+
{/* Price heatmap gradient */}
Price Heatmap
@@ -50,13 +68,36 @@ export function MapLegend() {
{/* Grid stress glow icon */} -
+
Grid stress >85%
+ + {/* Power plant fuel type legend */} + {showPowerPlants && ( +
+
Power Plants
+
+ {FUEL_TYPE_DISPLAY_ORDER.map(fuel => ( +
+
+ {fuel} +
+ ))} +
+
+ )}
); } diff --git a/src/components/map/power-plant-marker.tsx b/src/components/map/power-plant-marker.tsx new file mode 100644 index 0000000..80b0179 --- /dev/null +++ b/src/components/map/power-plant-marker.tsx @@ -0,0 +1,83 @@ +'use client'; + +import { AdvancedMarker } from '@vis.gl/react-google-maps'; +import { useCallback, useState } from 'react'; + +const FUEL_TYPE_COLORS: Record = { + Coal: '#4A4A4A', + 'Natural Gas': '#F59E0B', + Nuclear: '#8B5CF6', + Hydroelectric: '#3B82F6', + Wind: '#06B6D4', + Solar: '#FBBF24', + Petroleum: '#78716C', + Biomass: '#22C55E', + Geothermal: '#EF4444', +}; + +function getFuelColor(fuelType: string): string { + return FUEL_TYPE_COLORS[fuelType] ?? '#9CA3AF'; +} + +function getDiamondSize(capacityMw: number): number { + if (capacityMw >= 2000) return 20; + if (capacityMw >= 1000) return 16; + if (capacityMw >= 500) return 13; + if (capacityMw >= 200) return 10; + return 8; +} + +export interface PowerPlantMarkerData { + id: string; + plant_code: number; + name: string; + operator: string; + capacity_mw: number; + fuel_type: string; + state: string; + lat: number; + lng: number; +} + +interface PowerPlantMarkerProps { + plant: PowerPlantMarkerData; +} + +export function PowerPlantMarker({ plant }: PowerPlantMarkerProps) { + const [hovered, setHovered] = useState(false); + const size = getDiamondSize(plant.capacity_mw); + const color = getFuelColor(plant.fuel_type); + + const handleMouseEnter = useCallback(() => setHovered(true), []); + const handleMouseLeave = useCallback(() => setHovered(false), []); + + return ( + +
+
+ {hovered && ( +
+
{plant.name}
+
+ {plant.fuel_type} · {plant.capacity_mw} MW +
+
+ )} +
+ + ); +} + +export { FUEL_TYPE_COLORS }; diff --git a/src/lib/api/eia.ts b/src/lib/api/eia.ts index ffce9d3..2641c8e 100644 --- a/src/lib/api/eia.ts +++ b/src/lib/api/eia.ts @@ -373,13 +373,18 @@ export interface GetRetailPriceOptions { * Endpoint: /v2/electricity/retail-sales/data/ * Price is returned in cents/kWh; we convert to $/MWh (* 10). */ +/** Pre-built reverse lookup: state abbreviation -> RegionCode */ +const STATE_TO_REGION: ReadonlyMap = (() => { + const map = new Map(); + let key: RegionCode; + for (key in REGION_STATE_MAP) { + map.set(REGION_STATE_MAP[key], key); + } + return map; +})(); + export async function getRetailElectricityPrices(options: GetRetailPriceOptions = {}): Promise { const stateIds = Object.values(REGION_STATE_MAP); - const regionCodes: RegionCode[] = ['PJM', 'ERCOT', 'CAISO', 'NYISO', 'ISONE', 'MISO', 'SPP']; - const stateToRegion = new Map(); - for (const region of regionCodes) { - stateToRegion.set(REGION_STATE_MAP[region], region); - } const params: EiaQueryParams = { frequency: 'monthly', @@ -401,7 +406,7 @@ export async function getRetailElectricityPrices(options: GetRetailPriceOptions const results: RetailPricePoint[] = []; for (const row of rows) { if (row.price === null) continue; - const regionCode = stateToRegion.get(row.stateid); + const regionCode = STATE_TO_REGION.get(row.stateid); if (!regionCode) continue; results.push({ diff --git a/src/lib/granularity.ts b/src/lib/granularity.ts new file mode 100644 index 0000000..60b2d34 --- /dev/null +++ b/src/lib/granularity.ts @@ -0,0 +1,17 @@ +export type Granularity = 'hourly' | 'daily' | 'weekly'; + +const MS_PER_DAY = 86_400_000; + +/** + * Select the appropriate data granularity based on the requested time range. + * + * - <= 7 days: hourly (raw data, ~168 points per region) + * - <= 2 years (730 days): daily (materialized view, ~730 points max) + * - > 2 years: weekly (materialized view, ~520 points for 10 years) + */ +export function getGranularity(startDate: Date, endDate: Date): Granularity { + const days = (endDate.getTime() - startDate.getTime()) / MS_PER_DAY; + if (days <= 7) return 'hourly'; + if (days <= 730) return 'daily'; + return 'weekly'; +} diff --git a/src/lib/schemas/electricity.ts b/src/lib/schemas/electricity.ts index ace1d28..77056cd 100644 --- a/src/lib/schemas/electricity.ts +++ b/src/lib/schemas/electricity.ts @@ -12,6 +12,13 @@ export const EIA_RESPONDENT_CODES = { ISONE: 'ISNE', MISO: 'MISO', SPP: 'SWPP', + BPA: 'BPAT', + DUKE: 'DUK', + SOCO: 'SC', + TVA: 'TVA', + FPC: 'FPC', + WAPA: 'WACM', + NWMT: 'NWMT', } as const; export type RegionCode = keyof typeof EIA_RESPONDENT_CODES; @@ -26,6 +33,13 @@ export const RESPONDENT_TO_REGION: Record = { ISNE: 'ISONE', MISO: 'MISO', SWPP: 'SPP', + BPAT: 'BPA', + DUK: 'DUKE', + SC: 'SOCO', + TVA: 'TVA', + FPC: 'FPC', + WACM: 'WAPA', + NWMT: 'NWMT', }; /** Type guard: check if a string is a valid EIA respondent code */ @@ -141,6 +155,13 @@ export const REGION_STATE_MAP: Record = { NYISO: 'NY', PJM: 'VA', SPP: 'OK', + BPA: 'WA', + DUKE: 'NC', + SOCO: 'GA', + TVA: 'TN', + FPC: 'FL', + WAPA: 'CO', + NWMT: 'MT', }; /** Row from the EIA retail-sales endpoint */ diff --git a/src/lib/utils.ts b/src/lib/utils.ts index ed6c8a8..bcbf2f5 100644 --- a/src/lib/utils.ts +++ b/src/lib/utils.ts @@ -5,7 +5,22 @@ export function cn(...inputs: ClassValue[]) { return twMerge(clsx(inputs)); } -export const VALID_REGION_CODES = new Set(['PJM', 'ERCOT', 'CAISO', 'NYISO', 'ISONE', 'MISO', 'SPP'] as const); +export const VALID_REGION_CODES = new Set([ + 'PJM', + 'ERCOT', + 'CAISO', + 'NYISO', + 'ISONE', + 'MISO', + 'SPP', + 'BPA', + 'DUKE', + 'SOCO', + 'TVA', + 'FPC', + 'WAPA', + 'NWMT', +] as const); export function validateRegionCode(code: string): boolean { return code === 'ALL' || VALID_REGION_CODES.has(code); @@ -19,6 +34,13 @@ const REGION_TIMEZONES: Record = { ISONE: 'America/New_York', MISO: 'America/Chicago', SPP: 'America/Chicago', + BPA: 'America/Los_Angeles', + DUKE: 'America/New_York', + SOCO: 'America/New_York', + TVA: 'America/Chicago', + FPC: 'America/New_York', + WAPA: 'America/Denver', + NWMT: 'America/Denver', }; export function formatMarketTime(utcDate: Date, regionCode: string): string {