What Is Malloy
Line Charts
Scatter charts compare two numeric values.
Model for this example
source: flights is duckdb.table('../data/flights.parquet') extend { join_one: aircraft is duckdb.table('../data/aircraft.parquet') extend { join_one: aircraft_models is duckdb.table('../data/aircraft_models.parquet') on aircraft_model_code = aircraft_models.aircraft_model_code } on tail_num = aircraft.tail_num }
# scatter_chart run: flights -> { where: origin = 'ORD' group_by: seats is aircraft.aircraft_models.seats group_by: distance is distance aggregate: route_count is count(concat(origin, destination)) }
[ { "seats": 200, "distance": 1437, "route_count": 2 }, { "seats": 179, "distance": 1437, "route_count": 2 }, { "seats": 200, "distance": 606, "route_count": 1 }, { "seats": 200, "distance": 783, "route_count": 1 }, { "seats": 172, "distance": 783, "route_count": 1 }, { "seats": 22, "distance": 316, "route_count": 1 }, { "seats": 200, "distance": 264, "route_count": 1 }, { "seats": 200, "distance": 240, "route_count": 1 }, { "seats": 200, "distance": 802, "route_count": 1 }, { "seats": 200, "distance": 235, "route_count": 1 }, { "seats": 145, "distance": 235, "route_count": 1 }, { "seats": 172, "distance": 719, "route_count": 1 }, { "seats": 2, "distance": 1745, "route_count": 1 }, { "seats": 134, "distance": 334, "route_count": 1 }, { "seats": 182, "distance": 334, "route_count": 1 }, { "seats": 172, "distance": 693, "route_count": 1 }, { "seats": 400, "distance": 1721, "route_count": 1 }, { "seats": 179, "distance": 911, "route_count": 1 }, { "seats": 179, "distance": 235, "route_count": 1 }, { "seats": 178, "distance": 403, "route_count": 1 }, { "seats": 172, "distance": 1829, "route_count": 1 }, { "seats": 2, "distance": 4184, "route_count": 1 }, { "seats": 22, "distance": 522, "route_count": 1 }, { "seats": 330, "distance": 606, "route_count": 1 }, { "seats": 200, "distance": 612, "route_count": 1 }, { "seats": 172, "distance": 612, "route_count": 1 }, { "seats": 200, "distance": 719, "route_count": 1 }, { "seats": 178, "distance": 733, "route_count": 1 }, { "seats": 172, "distance": 1005, "route_count": 1 }, { "seats": 70, "distance": 412, "route_count": 1 }, { "seats": 22, "distance": 900, "route_count": 1 }, { "seats": 179, "distance": 783, "route_count": 1 }, { "seats": 178, "distance": 316, "route_count": 1 }, { "seats": 179, "distance": 264, "route_count": 1 }, { "seats": 179, "distance": 802, "route_count": 1 }, { "seats": 22, "distance": 528, "route_count": 1 }, { "seats": 200, "distance": 1120, "route_count": 1 }, { "seats": 200, "distance": 2072, "route_count": 1 }, { "seats": 22, "distance": 137, "route_count": 1 }, { "seats": 2, "distance": 4243, "route_count": 1 }, { "seats": 22, "distance": 588, "route_count": 1 }, { "seats": 200, "distance": 1144, "route_count": 1 }, { "seats": 172, "distance": 1144, "route_count": 1 }, { "seats": 70, "distance": 678, "route_count": 1 }, { "seats": 22, "distance": 286, "route_count": 1 }, { "seats": 179, "distance": 1144, "route_count": 1 }, { "seats": 178, "distance": 1249, "route_count": 1 }, { "seats": 178, "distance": 1012, "route_count": 1 }, { "seats": 22, "distance": 606, "route_count": 1 }, { "seats": 178, "distance": 606, "route_count": 1 }, { "seats": 179, "distance": 599, "route_count": 1 }, { "seats": 179, "distance": 612, "route_count": 1 }, { "seats": 400, "distance": 888, "route_count": 1 }, { "seats": 172, "distance": 235, "route_count": 1 }, { "seats": 172, "distance": 1182, "route_count": 1 }, { "seats": 200, "distance": 1182, "route_count": 1 }, { "seats": 200, "distance": 589, "route_count": 1 }, { "seats": 55, "distance": 925, "route_count": 1 }, { "seats": 255, "distance": 1745, "route_count": 1 }, { "seats": 178, "distance": 1745, "route_count": 1 }, { "seats": 200, "distance": 1005, "route_count": 1 }, { "seats": 172, "distance": 1197, "route_count": 1 }, { "seats": 200, "distance": 1197, "route_count": 1 }, { "seats": 179, "distance": 719, "route_count": 1 }, { "seats": 179, "distance": 589, "route_count": 1 }, { "seats": 179, "distance": 1197, "route_count": 1 }, { "seats": 172, "distance": 1041, "route_count": 1 }, { "seats": 200, "distance": 1041, "route_count": 1 }, { "seats": 179, "distance": 1829, "route_count": 1 }, { "seats": 200, "distance": 2116, "route_count": 1 }, { "seats": 22, "distance": 607, "route_count": 1 }, { "seats": 55, "distance": 316, "route_count": 1 }, { "seats": 200, "distance": 599, "route_count": 1 }, { "seats": 200, "distance": 911, "route_count": 1 }, { "seats": 179, "distance": 240, "route_count": 1 }, { "seats": 172, "distance": 802, "route_count": 1 }, { "seats": 200, "distance": 299, "route_count": 1 }, { "seats": 178, "distance": 1440, "route_count": 1 }, { "seats": 179, "distance": 299, "route_count": 1 }, { "seats": 179, "distance": 1182, "route_count": 1 }, { "seats": 179, "distance": 1005, "route_count": 1 }, { "seats": 172, "distance": 1120, "route_count": 1 }, { "seats": 179, "distance": 1120, "route_count": 1 }, { "seats": 179, "distance": 1041, "route_count": 1 }, { "seats": 200, "distance": 1829, "route_count": 1 }, { "seats": 172, "distance": 867, "route_count": 1 }, { "seats": 172, "distance": 473, "route_count": 1 }, { "seats": 130, "distance": 1182, "route_count": 1 }, { "seats": 200, "distance": 1515, "route_count": 1 }, { "seats": 172, "distance": 837, "route_count": 1 }, { "seats": 200, "distance": 837, "route_count": 1 }, { "seats": 200, "distance": 416, "route_count": 1 }, { "seats": 172, "distance": 678, "route_count": 1 }, { "seats": 179, "distance": 412, "route_count": 1 }, { "seats": 178, "distance": 1721, "route_count": 1 }, { "seats": 172, "distance": 177, "route_count": 1 }, { "seats": 179, "distance": 177, "route_count": 1 }, { "seats": 200, "distance": 843, "route_count": 1 }, { "seats": 179, "distance": 843, "route_count": 1 }, { "seats": 178, "distance": 334, "route_count": 1 }, { "seats": 179, "distance": 849, "route_count": 1 }, { "seats": 179, "distance": 1723, "route_count": 1 }, { "seats": 179, "distance": 1846, "route_count": 1 }, { "seats": 172, "distance": 1726, "route_count": 1 }, { "seats": 200, "distance": 590, "route_count": 1 }, { "seats": 400, "distance": 4243, "route_count": 1 }, { "seats": 55, "distance": 740, "route_count": 1 }, { "seats": 179, "distance": 763, "route_count": 1 }, { "seats": 179, "distance": 594, "route_count": 1 }, { "seats": 179, "distance": 1781, "route_count": 1 }, { "seats": 200, "distance": 409, "route_count": 1 }, { "seats": 200, "distance": 473, "route_count": 1 }, { "seats": 200, "distance": 621, "route_count": 1 }, { "seats": 172, "distance": 621, "route_count": 1 }, { "seats": 149, "distance": 316, "route_count": 1 }, { "seats": 130, "distance": 264, "route_count": 1 }, { "seats": 149, "distance": 925, "route_count": 1 }, { "seats": 22, "distance": 215, "route_count": 1 }, { "seats": 22, "distance": 334, "route_count": 1 }, { "seats": 200, "distance": 849, "route_count": 1 }, { "seats": 179, "distance": 473, "route_count": 1 }, { "seats": 179, "distance": 621, "route_count": 1 }, { "seats": 179, "distance": 1835, "route_count": 1 }, { "seats": 179, "distance": 1652, "route_count": 1 }, { "seats": 172, "distance": 1846, "route_count": 1 }, { "seats": 172, "distance": 1781, "route_count": 1 }, { "seats": 22, "distance": 723, "route_count": 1 }, { "seats": 172, "distance": 409, "route_count": 1 }, { "seats": 179, "distance": 867, "route_count": 1 }, { "seats": 178, "distance": 888, "route_count": 1 }, { "seats": 130, "distance": 1005, "route_count": 1 }, { "seats": 172, "distance": 416, "route_count": 1 }, { "seats": 172, "distance": 1739, "route_count": 1 }, { "seats": 179, "distance": 678, "route_count": 1 }, { "seats": 22, "distance": 296, "route_count": 1 }, { "seats": 178, "distance": 296, "route_count": 1 }, { "seats": 179, "distance": 466, "route_count": 1 }, { "seats": 200, "distance": 1835, "route_count": 1 }, { "seats": 179, "distance": 1739, "route_count": 1 }, { "seats": 172, "distance": 1652, "route_count": 1 }, { "seats": 200, "distance": 1846, "route_count": 1 }, { "seats": 200, "distance": 763, "route_count": 1 }, { "seats": 200, "distance": 594, "route_count": 1 }, { "seats": 145, "distance": 491, "route_count": 1 }, { "seats": 200, "distance": 1700, "route_count": 1 }, { "seats": 178, "distance": 2846, "route_count": 1 }, { "seats": 149, "distance": 1440, "route_count": 1 }, { "seats": 179, "distance": 590, "route_count": 1 }, { "seats": 179, "distance": 1726, "route_count": 1 }, { "seats": 200, "distance": 867, "route_count": 1 }, { "seats": 70, "distance": 612, "route_count": 1 }, { "seats": 172, "distance": 1515, "route_count": 1 }, { "seats": 400, "distance": 1745, "route_count": 1 }, { "seats": 172, "distance": 1735, "route_count": 1 }, { "seats": 200, "distance": 1739, "route_count": 1 }, { "seats": 200, "distance": 678, "route_count": 1 }, { "seats": 200, "distance": 412, "route_count": 1 }, { "seats": 172, "distance": 849, "route_count": 1 }, { "seats": 172, "distance": 1723, "route_count": 1 }, { "seats": 200, "distance": 1723, "route_count": 1 }, { "seats": 200, "distance": 177, "route_count": 1 }, { "seats": 179, "distance": 1515, "route_count": 1 }, { "seats": 179, "distance": 837, "route_count": 1 }, { "seats": 22, "distance": 299, "route_count": 1 }, { "seats": 178, "distance": 235, "route_count": 1 }, { "seats": 178, "distance": 719, "route_count": 1 }, { "seats": 2, "distance": 1182, "route_count": 1 }, { "seats": 200, "distance": 1745, "route_count": 1 }, { "seats": 200, "distance": 733, "route_count": 1 }, { "seats": 172, "distance": 403, "route_count": 1 }, { "seats": 179, "distance": 972, "route_count": 1 }, { "seats": 179, "distance": 316, "route_count": 1 }, { "seats": 172, "distance": 528, "route_count": 1 }, { "seats": 200, "distance": 1012, "route_count": 1 }, { "seats": 172, "distance": 1437, "route_count": 1 }, { "seats": 149, "distance": 1515, "route_count": 1 }, { "seats": 179, "distance": 1498, "route_count": 1 }, { "seats": 179, "distance": 137, "route_count": 1 }, { "seats": 200, "distance": 1249, "route_count": 1 }, { "seats": 179, "distance": 1249, "route_count": 1 }, { "seats": 200, "distance": 316, "route_count": 1 }, { "seats": 172, "distance": 316, "route_count": 1 }, { "seats": 22, "distance": 911, "route_count": 1 }, { "seats": 22, "distance": 240, "route_count": 1 }, { "seats": 22, "distance": 738, "route_count": 1 }, { "seats": 179, "distance": 1745, "route_count": 1 }, { "seats": 200, "distance": 403, "route_count": 1 }, { "seats": 172, "distance": 1440, "route_count": 1 }, { "seats": 149, "distance": 412, "route_count": 1 }, { "seats": 179, "distance": 733, "route_count": 1 }, { "seats": 178, "distance": 1197, "route_count": 1 }, { "seats": 400, "distance": 1846, "route_count": 1 }, { "seats": 2, "distance": 2072, "route_count": 1 }, { "seats": 172, "distance": 1118, "route_count": 1 }, { "seats": 200, "distance": 1498, "route_count": 1 }, { "seats": 182, "distance": 491, "route_count": 1 }, { "seats": 22, "distance": 67, "route_count": 1 }, { "seats": 172, "distance": 1249, "route_count": 1 }, { "seats": 172, "distance": 607, "route_count": 1 }, { "seats": 172, "distance": 585, "route_count": 1 }, { "seats": 178, "distance": 1144, "route_count": 1 }, { "seats": 179, "distance": 642, "route_count": 1 }, { "seats": 172, "distance": 606, "route_count": 1 }, { "seats": 179, "distance": 606, "route_count": 1 }, { "seats": 178, "distance": 783, "route_count": 1 }, { "seats": 55, "distance": 719, "route_count": 1 }, { "seats": 200, "distance": 925, "route_count": 1 }, { "seats": 172, "distance": 1745, "route_count": 1 }, { "seats": 149, "distance": 678, "route_count": 1 }, { "seats": 178, "distance": 1182, "route_count": 1 }, { "seats": 179, "distance": 925, "route_count": 1 }, { "seats": 179, "distance": 403, "route_count": 1 }, { "seats": 200, "distance": 528, "route_count": 1 }, { "seats": 179, "distance": 528, "route_count": 1 }, { "seats": 22, "distance": 196, "route_count": 1 }, { "seats": 200, "distance": 137, "route_count": 1 }, { "seats": 134, "distance": 491, "route_count": 1 }, { "seats": 178, "distance": 67, "route_count": 1 }, { "seats": 178, "distance": 1829, "route_count": 1 }, { "seats": 200, "distance": 607, "route_count": 1 }, { "seats": 179, "distance": 607, "route_count": 1 }, { "seats": 179, "distance": 1012, "route_count": 1 }, { "seats": 172, "distance": 972, "route_count": 1 }, { "seats": 200, "distance": 972, "route_count": 1 }, { "seats": 172, "distance": 978, "route_count": 1 }, { "seats": 37, "distance": 316, "route_count": 1 }, { "seats": 178, "distance": 264, "route_count": 1 }, { "seats": 172, "distance": 925, "route_count": 1 }, { "seats": 172, "distance": 733, "route_count": 1 }, { "seats": 2, "distance": 1197, "route_count": 1 }, { "seats": 22, "distance": 693, "route_count": 1 }, { "seats": 200, "distance": 1440, "route_count": 1 }, { "seats": 178, "distance": 911, "route_count": 1 }, { "seats": 178, "distance": 612, "route_count": 1 }, { "seats": 178, "distance": 299, "route_count": 1 }, { "seats": 178, "distance": 589, "route_count": 1 }, { "seats": 178, "distance": 1005, "route_count": 1 }, { "seats": 179, "distance": 1440, "route_count": 1 }, { "seats": 178, "distance": 1120, "route_count": 1 }, { "seats": 172, "distance": 1012, "route_count": 1 }, { "seats": 55, "distance": 264, "route_count": 1 }, { "seats": 200, "distance": 642, "route_count": 1 }, { "seats": 172, "distance": 522, "route_count": 1 }, { "seats": 200, "distance": 723, "route_count": 1 }, { "seats": 178, "distance": 621, "route_count": 1 }, { "seats": 200, "distance": 888, "route_count": 1 }, { "seats": 149, "distance": 719, "route_count": 1 }, { "seats": 400, "distance": 589, "route_count": 1 }, { "seats": 2, "distance": 1723, "route_count": 1 }, { "seats": 200, "distance": 296, "route_count": 1 }, { "seats": 172, "distance": 296, "route_count": 1 }, { "seats": 178, "distance": 416, "route_count": 1 }, { "seats": 172, "distance": 1671, "route_count": 1 }, { "seats": 178, "distance": 1726, "route_count": 1 }, { "seats": 200, "distance": 258, "route_count": 1 }, { "seats": 55, "distance": 753, "route_count": 1 }, { "seats": 179, "distance": 258, "route_count": 1 }, { "seats": 178, "distance": 867, "route_count": 1 }, { "seats": 149, "distance": 599, "route_count": 1 }, { "seats": 172, "distance": 888, "route_count": 1 }, { "seats": 134, "distance": 235, "route_count": 1 }, { "seats": 182, "distance": 235, "route_count": 1 }, { "seats": 178, "distance": 1515, "route_count": 1 }, { "seats": 22, "distance": 552, "route_count": 1 }, { "seats": 145, "distance": 334, "route_count": 1 }, { "seats": 178, "distance": 1739, "route_count": 1 }, { "seats": 178, "distance": 678, "route_count": 1 }, { "seats": 200, "distance": 1721, "route_count": 1 }, { "seats": 172, "distance": 1721, "route_count": 1 }, { "seats": 179, "distance": 723, "route_count": 1 }, { "seats": 178, "distance": 843, "route_count": 1 }, { "seats": 172, "distance": 1081, "route_count": 1 }, { "seats": 178, "distance": 849, "route_count": 1 }, { "seats": 179, "distance": 1721, "route_count": 1 }, { "seats": 255, "distance": 1846, "route_count": 1 }, { "seats": 178, "distance": 1846, "route_count": 1 }, { "seats": 172, "distance": 258, "route_count": 1 }, { "seats": 172, "distance": 1236, "route_count": 1 }, { "seats": 130, "distance": 606, "route_count": 1 }, { "seats": 22, "distance": 473, "route_count": 1 }, { "seats": 22, "distance": 621, "route_count": 1 }, { "seats": 400, "distance": 1197, "route_count": 1 }, { "seats": 200, "distance": 334, "route_count": 1 }, { "seats": 22, "distance": 416, "route_count": 1 }, { "seats": 179, "distance": 888, "route_count": 1 }, { "seats": 22, "distance": 177, "route_count": 1 }, { "seats": 178, "distance": 837, "route_count": 1 }, { "seats": 178, "distance": 1835, "route_count": 1 }, { "seats": 179, "distance": 647, "route_count": 1 }, { "seats": 2, "distance": 1846, "route_count": 1 }, { "seats": 22, "distance": 594, "route_count": 1 }, { "seats": 178, "distance": 1700, "route_count": 1 }, { "seats": 179, "distance": 717, "route_count": 1 }, { "seats": 178, "distance": 1781, "route_count": 1 }, { "seats": 172, "distance": 723, "route_count": 1 }, { "seats": 22, "distance": 409, "route_count": 1 }, { "seats": 172, "distance": 334, "route_count": 1 }, { "seats": 172, "distance": 647, "route_count": 1 }, { "seats": 200, "distance": 647, "route_count": 1 }, { "seats": 178, "distance": 1723, "route_count": 1 }, { "seats": 179, "distance": 296, "route_count": 1 }, { "seats": 178, "distance": 177, "route_count": 1 }, { "seats": 179, "distance": 334, "route_count": 1 }, { "seats": 200, "distance": 740, "route_count": 1 }, { "seats": 200, "distance": 717, "route_count": 1 }, { "seats": 179, "distance": 416, "route_count": 1 }, { "seats": 200, "distance": 1781, "route_count": 1 }, { "seats": 200, "distance": 1726, "route_count": 1 } ]
SELECT aircraft_models_0."seats" as "seats", flights."distance" as "distance", count(distinct CONCAT(flights."origin",flights."destination")) as "route_count" FROM '../data/flights.parquet' as flights LEFT JOIN '../data/aircraft.parquet' AS aircraft_0 ON flights."tail_num"=aircraft_0."tail_num" LEFT JOIN '../data/aircraft_models.parquet' AS aircraft_models_0 ON aircraft_0."aircraft_model_code"=aircraft_models_0."aircraft_model_code" WHERE flights."origin"='ORD' GROUP BY 1,2 ORDER BY 3 desc NULLS LAST
Run as a trellis
run: flights -> { group_by: origin # scatter_chart nest: seats_by_distance_scatter_chart is { group_by: seats is aircraft.aircraft_models.seats group_by: distance is distance aggregate: route_count is count(concat(origin, destination)) } }
| origin | seats_​by_​distance |
|---|---|
| ABE | |
| ABI | |
| ABQ | |
| ABY | |
| ACK | |
| ACT | |
| ACY | |
| AEX | |
| AGS | |
| ALB | |
| AMA | |
| ANC | |
| ATL | |
| ATW | |
| AUS | |
| AVL | |
| AVP | |
| AZO | |
| BDL | |
| BFL | |
| BGM | |
| BGR | |
| BHM | |
| BIL | |
| BIS | |
| BNA | |
| BOI | |
| BOS | |
| BPT | |
| BQK | |
| BQN | |
| BRO | |
| BTR | |
| BTV | |
| BUF | |
| BUR | |
| BWI | |
| BZN | |
| CAE | |
| CAK | |
| CHA | |
| CHO | |
| CHS | |
| CID | |
| CLE | |
| CLL | |
| CLT | |
| CMH | |
| CMI | |
| COS | |
| CRP | |
| CRW | |
| CSG | |
| CVG | |
| DAB | |
| DAL | |
| DAY | |
| DCA | |
| DEN | |
| DFW | |
| DHN | |
| DLH | |
| DRO | |
| DSM | |
| DTW | |
| EFD | |
| EGE | |
| ELM | |
| ELP | |
| ERI | |
| EUG | |
| EVV | |
| EWR | |
| EYW | |
| FAI | |
| FAR | |
| FAT | |
| FAY | |
| FCA | |
| FLL | |
| FLO | |
| FNT | |
| FSD | |
| FSM | |
| FWA | |
| GEG | |
| GGG | |
| GNV | |
| GPT | |
| GRB | |
| GRK | |
| GRR | |
| GSO | |
| GSP | |
| GTF | |
| GTR | |
| GUC | |
| HDN | |
| HLN | |
| HNL | |
| HOU | |
| HPN | |
| HRL | |
| HSV | |
| HTS | |
| HVN | |
| IAD | |
| IAH | |
| ICT | |
| ILE | |
| ILM | |
| IND | |
| ISP | |
| ITH | |
| JAC | |
| JAN | |
| JAX | |
| JFK | |
| KOA | |
| LAN | |
| LAS | |
| LAW | |
| LAX | |
| LBB | |
| LCH | |
| LEX | |
| LFT | |
| LGA | |
| LGB | |
| LIT | |
| LNK | |
| LRD | |
| LSE | |
| LYH | |
| MAF | |
| MCI | |
| MCN | |
| MCO | |
| MDT | |
| MDW | |
| MEI | |
| MEM | |
| MFE | |
| MFR | |
| MGM | |
| MHT | |
| MIA | |
| MKE | |
| MLB | |
| MLI | |
| MLU | |
| MOB | |
| MRY | |
| MSN | |
| MSO | |
| MSP | |
| MSY | |
| MTJ | |
| MYR | |
| OAK | |
| OGG | |
| OKC | |
| OMA | |
| ONT | |
| ORD | |
| ORF | |
| ORH | |
| PBI | |
| PDX | |
| PFN | |
| PHF | |
| PHL | |
| PHX | |
| PIE | |
| PIT | |
| PNS | |
| PSE | |
| PSP | |
| PVD | |
| PWM | |
| RAP | |
| RDU | |
| RIC | |
| RNO | |
| ROA | |
| ROC | |
| RSW | |
| SAN | |
| SAT | |
| SAV | |
| SBA | |
| SBN | |
| SCE | |
| SDF | |
| SEA | |
| SFO | |
| SGF | |
| SHV | |
| SJC | |
| SJT | |
| SJU | |
| SLC | |
| SMF | |
| SNA | |
| SPS | |
| SRQ | |
| STL | |
| STT | |
| STX | |
| SWF | |
| SYR | |
| TLH | |
| TOL | |
| TPA | |
| TRI | |
| TUL | |
| TUS | |
| TVC | |
| TXK | |
| TYR | |
| TYS | |
| VCT | |
| VLD | |
| VPS | |
| XNA |
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130, "distance": 152, "route_count": 1 }, { "seats": 55, "distance": 226, "route_count": 1 }, { "seats": 37, "distance": 631, "route_count": 1 }, { "seats": 76, "distance": 152, "route_count": 1 }, { "seats": 55, "distance": 152, "route_count": 1 } ] }, { "origin": "VCT", "seats_by_distance_scatter_chart": [ { "seats": 55, "distance": 123, "route_count": 1 }, { "seats": 37, "distance": 123, "route_count": 1 } ] }, { "origin": "VLD", "seats_by_distance_scatter_chart": [ { "seats": 76, "distance": 208, "route_count": 1 }, { "seats": 32, "distance": 208, "route_count": 1 } ] }, { "origin": "VPS", "seats_by_distance_scatter_chart": [ { "seats": 55, "distance": 510, "route_count": 1 }, { "seats": 55, "distance": 264, "route_count": 1 }, { "seats": 55, "distance": 608, "route_count": 1 }, { "seats": 76, "distance": 264, "route_count": 1 } ] }, { "origin": "XNA", "seats_by_distance_scatter_chart": [ { "seats": 172, "distance": 281, "route_count": 1 }, { "seats": 55, "distance": 1130, "route_count": 1 }, { "seats": 22, "distance": 281, "route_count": 1 }, { "seats": 32, "distance": 281, "route_count": 1 }, { "seats": 37, "distance": 281, "route_count": 1 }, { "seats": 22, "distance": 1371, "route_count": 1 }, { "seats": 55, "distance": 589, "route_count": 1 }, { "seats": 55, "distance": 438, "route_count": 1 }, { "seats": 22, "distance": 522, "route_count": 1 }, { "seats": 55, "distance": 758, "route_count": 1 }, { "seats": 37, "distance": 438, "route_count": 1 }, { "seats": 172, "distance": 522, "route_count": 1 }, { "seats": 37, "distance": 758, "route_count": 1 }, { "seats": 55, "distance": 561, "route_count": 1 }, { "seats": 39, "distance": 281, "route_count": 1 } ] } ]
WITH __stage0 AS ( SELECT group_set, flights."origin" as "origin__0", CASE WHEN group_set=1 THEN aircraft_models_0."seats" END as "seats__1", CASE WHEN group_set=1 THEN flights."distance" END as "distance__1", CASE WHEN group_set=1 THEN count(distinct CONCAT(flights."origin",flights."destination")) END as "route_count__1" FROM '../data/flights.parquet' as flights LEFT JOIN '../data/aircraft.parquet' AS aircraft_0 ON flights."tail_num"=aircraft_0."tail_num" LEFT JOIN '../data/aircraft_models.parquet' AS aircraft_models_0 ON aircraft_0."aircraft_model_code"=aircraft_models_0."aircraft_model_code" CROSS JOIN (SELECT UNNEST(GENERATE_SERIES(0,1,1)) as group_set ) as group_set GROUP BY 1,2,3,4 ) SELECT "origin__0" as "origin", COALESCE(LIST({ "seats": "seats__1", "distance": "distance__1", "route_count": "route_count__1"} ORDER BY "route_count__1" desc NULLS LAST) FILTER (WHERE group_set=1),[]) as "seats_by_distance_scatter_chart" FROM __stage0 GROUP BY 1 ORDER BY 1 asc NULLS LAST