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fluidb/tests/air_routes.rs

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use std::fs::read_to_string;
use std::str::FromStr;
use std::time::Instant;
use miette::{IntoDiagnostic, Result};
use num_traits::abs;
use serde_json::json;
use cozo::Db;
use cozorocks::DbBuilder;
fn create_db(name: &str, destroy_on_exit: bool) -> Db {
let builder = DbBuilder::default()
.path(name)
.create_if_missing(true)
.destroy_on_exit(destroy_on_exit);
Db::build(builder).unwrap()
}
fn init_logger() {
let _ = env_logger::builder().is_test(true).try_init();
}
#[test]
fn air_routes() -> Result<()> {
init_logger();
let db = create_db("_test_air_routes", false);
let attr_res = db.run_script(
r#"
:schema
put country {
code: string identity,
desc: string
}
put continent {
code: string identity,
desc: string
}
put airport {
iata: string identity,
icao: string index,
city: string index,
desc: string,
region: string index,
country: ref,
runways: int,
longest: int,
altitude: int,
lat: float,
lon: float
}
put route {
src: ref,
dst: ref,
distance: int
}
put geo {
contains: ref many,
}
"#,
);
if attr_res.is_ok() {
let insertions = read_to_string("tests/air-routes-data.json").into_diagnostic()?;
let triple_insertion_time = Instant::now();
db.run_script(&insertions)?;
dbg!(triple_insertion_time.elapsed());
}
let view_time = Instant::now();
db.run_script(r#"
?[src, dst, distance] := [r route.src src], [r route.dst dst], [r route.distance distance];
:view rederive flies_to;
"#)?;
dbg!(view_time.elapsed());
let view_time2 = Instant::now();
db.run_script(
r#"
?[src_c, dst_c, distance] := [r route.src src], [r route.dst dst],
[r route.distance distance],
[src airport.iata src_c], [dst airport.iata dst_c];
:view rederive flies_to_code;
"#,
)?;
dbg!(view_time2.elapsed());
let view_time3 = Instant::now();
db.run_script(
r#"
?[code, lat, lon] := [n airport.iata code], [n airport.lat lat], [n airport.lon lon];
:view rederive code_lat_lon;
"#
)?;
dbg!(view_time3.elapsed());
println!("views: {}", db.list_relations()?);
let compact_main_time = Instant::now();
db.compact_main()?;
dbg!(compact_main_time.elapsed());
let compact_view_time = Instant::now();
db.compact_view()?;
dbg!(compact_view_time.elapsed());
let dfs_time = Instant::now();
let res = db.run_script(r#"
starting[] <- [['PEK']];
?[] <- dfs!(:flies_to_code[], [id <airport.iata code], starting[], condition: (code == 'LHR'));
"#)?;
dbg!(dfs_time.elapsed());
println!("{}", res);
let bfs_time = Instant::now();
let res = db.run_script(r#"
starting[] <- [['PEK']];
?[] <- bfs!(:flies_to_code[], [id <airport.iata code], starting[], condition: code == 'SOU');
"#)?;
dbg!(bfs_time.elapsed());
println!("{}", res);
let scc_time = Instant::now();
let res = db.run_script(r#"
res[] <- strongly_connected_components!(:flies_to_code[], [id <airport.iata code], mode: 'group_first');
?[grp, code] := res[grp, code], grp != 0;
"#)?;
println!("{}", res);
dbg!(scc_time.elapsed());
let cc_time = Instant::now();
let res = db.run_script(r#"
res[] <- connected_components!(:flies_to_code[], [id <airport.iata code], mode: 'group_first');
?[grp, code] := res[grp, code], grp != 0;
"#)?;
println!("{}", res);
dbg!(cc_time.elapsed());
let astar_time = Instant::now();
let res = db.run_script(r#"
starting[code, lat, lon] := code <- 'HFE', :code_lat_lon[code, lat, lon];
goal[code, lat, lon] := code <- 'LHR', :code_lat_lon[code, lat, lon];
?[] <- shortest_path_astar!(:flies_to_code[], :code_lat_lon[node, lat1, lon1], starting[], goal[goal, lat2, lon2], heuristic: haversine_deg_input(lat1, lon1, lat2, lon2) * 3963);
"#)?;
println!("{}", res);
dbg!(astar_time.elapsed());
let deg_centrality_time = Instant::now();
let res = db.run_script(
r#"
deg_centrality[] <- degree_centrality!(:flies_to[a, b]);
?[total, out, in] := deg_centrality[node, total, out, in];
:order -total;
:limit 10;
"#,
)?;
dbg!(deg_centrality_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"[
[614,307,307],[587,293,294],[566,282,284],[541,270,271],[527,264,263],[502,251,251],
[497,248,249],[494,247,247],[484,242,242],[465,232,233]]"#
).into_diagnostic()?
);
let deg_centrality_ad_hoc_time = Instant::now();
let res = db.run_script(
r#"
flies_to[a, b] := [r route.src ac], [r route.dst bc],
[ac airport.iata a], [bc airport.iata b];
deg_centrality[] <- degree_centrality!(flies_to[a, b]);
?[node, total, out, in] := deg_centrality[node, total, out, in];
:order -total;
:limit 10;
"#,
)?;
dbg!(deg_centrality_ad_hoc_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"[
["FRA",614,307,307],["IST",614,307,307],["CDG",587,293,294],["AMS",566,282,284],
["MUC",541,270,271],["ORD",527,264,263],["DFW",502,251,251],["PEK",497,248,249],
["DXB",494,247,247],["ATL",484,242,242]
]"#
).into_diagnostic()?
);
let dijkstra_time = Instant::now();
let res = db.run_script(
r#"
starting[] <- [['JFK']];
ending[] <- [['KUL']];
res[] <- shortest_path_dijkstra!(:flies_to_code[], starting[], ending[]);
?[path] := res[src, dst, cost, path];
"#,
)?;
dbg!(dijkstra_time.elapsed());
assert_eq!(*res.get("rows").unwrap(), json!([[["JFK", "CTU", "KUL"]]]));
let yen_time = Instant::now();
let res = db.run_script(
r#"
starting[] <- [['PEK']];
ending[] <- [['SIN']];
?[] <- k_shortest_path_yen!(:flies_to_code[], starting[], ending[], k: 5);
"#,
)?;
dbg!(yen_time.elapsed());
println!("{}", res);
let starts_with_time = Instant::now();
let res = db.run_script(
r#"
?[code] := [_ airport.iata code], starts_with(code, 'US');
"#,
)?;
dbg!(starts_with_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
json!([
["USA"],
["USH"],
["USJ"],
["USK"],
["USM"],
["USN"],
["USQ"],
["UST"],
["USU"]
])
);
let range_check_time = Instant::now();
let res = db.run_script(
r#"
r[code, dist] := [a airport.iata code], [r route.src a], [r route.distance dist];
?[dist] := r['PEK', dist], dist > 7000, dist <= 7722;
"#,
)?;
dbg!(range_check_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
json!([[7176], [7270], [7311], [7722]])
);
let range_check_with_view_time = Instant::now();
let res = db.run_script(
r#"
?[dist] := [src airport.iata 'PEK'], :flies_to[src, _, dist], dist > 7000, dist <= 7722;
"#,
)?;
dbg!(range_check_with_view_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
json!([[7176], [7270], [7311], [7722]])
);
let simple_query_time = Instant::now();
let res = db.run_script(r#"
?[c, code, desc] := [c country.code 'CU'] or c <- 10000239, [c country.code code], [c country.desc desc];
"#)?;
dbg!(simple_query_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
json!([[10000060, "CU", "Cuba"], [10000239, "VN", "Viet Nam"]])
);
let no_airports_time = Instant::now();
let res = db.run_script(
r#"
?[desc] := [c country.desc desc], not [a airport.country c];
"#,
)?;
dbg!(no_airports_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
json!([
["Andorra"],
["Liechtenstein"],
["Monaco"],
["Pitcairn"],
["San Marino"]
])
);
let no_routes_airport_time = Instant::now();
let res = db.run_script(
r#"
?[code] := [a airport.iata code], not [_ route.src a], not [_ route.dst a];
"#,
)?;
dbg!(no_routes_airport_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"[
["AFW"],["APA"],["APK"],["BID"],["BVS"],["BWU"],["CRC"],["CVT"],["EKA"],["GYZ"],
["HFN"],["HZK"],["ILG"],["INT"],["ISL"],["KGG"],["NBW"],["NFO"],["PSY"],["RIG"],
["SFD"],["SFH"],["SXF"],["TUA"],["TWB"],["TXL"],["VCV"],["YEI"]
]"#
)
.unwrap()
);
let runway_distribution_time = Instant::now();
let res = db.run_script(
r#"
?[runways, count(a)] := [a airport.runways runways];
"#,
)?;
dbg!(runway_distribution_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
json!([
[1, 2429],
[2, 775],
[3, 227],
[4, 53],
[5, 14],
[6, 4],
[7, 2]
])
);
let most_out_routes_time = Instant::now();
let res = db.run_script(
r#"
route_count[a, count(r)] := [r route.src a];
?[code, n] := route_count[a, n], n > 180, [a airport.iata code];
:sort -n;
"#,
)?;
dbg!(most_out_routes_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"[
["FRA",307],["IST",307],["CDG",293],["AMS",282],["MUC",270],["ORD",264],["DFW",251],
["PEK",248],["DXB",247],["ATL",242],["DME",232],["LGW",232],["LHR",221],["DEN",216],
["MAN",216],["LAX",213],["PVG",212],["STN",211],["MAD",206],["VIE",206],["BCN",203],
["BER",202],["FCO",201],["JFK",201],["DUS",199],["IAH",199],["EWR",197],["MIA",195],
["YYZ",195],["BRU",194],["CPH",194],["DOH",186],["DUB",185],["CLT",184],["SVO",181]
]"#
)
.unwrap()
);
let most_out_routes_again_time = Instant::now();
let res = db.run_script(
r#"
route_count[count(r), a] := [r route.src a];
?[code, n] := route_count[n, a], n > 180, [a airport.iata code];
:sort -n;
"#,
)?;
dbg!(most_out_routes_again_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"[
["FRA",307],["IST",307],["CDG",293],["AMS",282],["MUC",270],["ORD",264],["DFW",251],
["PEK",248],["DXB",247],["ATL",242],["DME",232],["LGW",232],["LHR",221],["DEN",216],
["MAN",216],["LAX",213],["PVG",212],["STN",211],["MAD",206],["VIE",206],["BCN",203],
["BER",202],["FCO",201],["JFK",201],["DUS",199],["IAH",199],["EWR",197],["MIA",195],
["YYZ",195],["BRU",194],["CPH",194],["DOH",186],["DUB",185],["CLT",184],["SVO",181]
]"#
)
.unwrap()
);
let most_out_routes_time_inv = Instant::now();
let res = db.run_script(
r#"
route_count[count(r), a, x] := [r route.src a], x <- 1;
?[code, n] := route_count[n, a, _], n > 180, [a airport.iata code];
:sort -n;
"#,
)?;
dbg!(most_out_routes_time_inv.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"[
["FRA",307],["IST",307],["CDG",293],["AMS",282],["MUC",270],["ORD",264],["DFW",251],
["PEK",248],["DXB",247],["ATL",242],["DME",232],["LGW",232],["LHR",221],["DEN",216],
["MAN",216],["LAX",213],["PVG",212],["STN",211],["MAD",206],["VIE",206],["BCN",203],
["BER",202],["FCO",201],["JFK",201],["DUS",199],["IAH",199],["EWR",197],["MIA",195],
["YYZ",195],["BRU",194],["CPH",194],["DOH",186],["DUB",185],["CLT",184],["SVO",181]
]"#
)
.unwrap()
);
let most_routes_time = Instant::now();
let res = db.run_script(
r#"
route_count[a, count(r)] := [r route.src a] or [r route.dst a];
?[code, n] := route_count[a, n], n > 400, [a airport.iata code];
:sort -n;
"#,
)?;
dbg!(most_routes_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"[
["FRA",614],["IST",614],["CDG",587],["AMS",566],["MUC",541],["ORD",527],["DFW",502],
["PEK",497],["DXB",494],["ATL",484],["DME",465],["LGW",464],["LHR",442],["DEN",432],
["MAN",431],["LAX",426],["PVG",424],["STN",423],["MAD",412],["VIE",412],["BCN",406],
["BER",404],["FCO",402],["JFK",401]]"#
)
.unwrap()
);
let airport_with_one_route_time = Instant::now();
let res = db.run_script(
r#"
route_count[a, count(r)] := [r route.src a];
?[count(a)] := route_count[a, n], n == 1;
"#,
)?;
dbg!(airport_with_one_route_time.elapsed());
assert_eq!(*res.get("rows").unwrap(), json!([[777]]));
let single_runway_with_most_routes_time = Instant::now();
let res = db.run_script(r#"
single_or_lgw[a] := [a airport.iata 'LGW'] or [a airport.runways 1];
out_counts[a, count(r)] := single_or_lgw[a], [r route.src a];
?[code, city, out_n] := out_counts[a, out_n], [a airport.city city], [a airport.iata code];
:order -out_n;
:limit 10;
"#)?;
dbg!(single_runway_with_most_routes_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"[
["LGW","London",232],["STN","London",211],["CTU","Chengdu",139],["LIS","Lisbon",139],
["BHX","Birmingham",130],["LTN","London",130],["SZX","Shenzhen",129],
["CKG","Chongqing",122],["STR","Stuttgart",121],["CRL","Brussels",117]]"#
)
.unwrap()
);
let most_routes_in_canada_time = Instant::now();
let res = db.run_script(r#"
ca_airports[a, count(r)] := [c country.code 'CA'], [a airport.country c], [r route.src a];
?[code, city, n_routes] := ca_airports[a, n_routes], [a airport.iata code], [a airport.city city];
:order -n_routes;
:limit 10;
"#)?;
dbg!(most_routes_in_canada_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
json!([
["YYZ", "Toronto", 195],
["YUL", "Montreal", 121],
["YVR", "Vancouver", 105],
["YYC", "Calgary", 74],
["YEG", "Edmonton", 47],
["YHZ", "Halifax", 45],
["YWG", "Winnipeg", 38],
["YOW", "Ottawa", 36],
["YZF", "Yellowknife", 21],
["YQB", "Quebec City", 20]
])
);
let uk_count_time = Instant::now();
let res = db.run_script(r"
?[region, count(a)] := [c country.code 'UK'], [a airport.country c], [a airport.region region];
")?;
dbg!(uk_count_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
json!([["GB-ENG", 27], ["GB-NIR", 3], ["GB-SCT", 25], ["GB-WLS", 3]])
);
let airports_by_country = Instant::now();
let res = db.run_script(
r"
airports_by_country[c, count(a)] := [a airport.country c];
country_count[c, max(count)] := airports_by_country[c, count];
?[code, count] := [c country.code code], country_count[c, count];
?[code, count] := [c country.code code], not country_count[c, _], count <- 0;
:order count;
",
)?;
dbg!(airports_by_country.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"[
["AD",0],["LI",0],["MC",0],["PN",0],["SM",0],["AG",1],["AI",1],["AL",1],["AS",1],["AW",1],
["BB",1],["BH",1],["BI",1],["BJ",1],["BL",1],["BM",1],["BN",1],["BT",1],["CC",1],["CF",1],
["CW",1],["CX",1],["DJ",1],["DM",1],["ER",1],["FO",1],["GD",1],["GF",1],["GI",1],["GM",1],
["GN",1],["GP",1],["GU",1],["GW",1],["HK",1],["IM",1],["JE",1],["KM",1],["KP",1],["KS",1],
["KW",1],["LB",1],["LS",1],["LU",1],["LV",1],["MD",1],["MF",1],["ML",1],["MO",1],["MQ",1],
["MS",1],["MT",1],["NC",1],["NE",1],["NF",1],["NI",1],["NR",1],["PM",1],["PW",1],["QA",1],
["SL",1],["SR",1],["SS",1],["ST",1],["SV",1],["SX",1],["SZ",1],["TG",1],["TL",1],["TM",1],
["TV",1],["VC",1],["WS",1],["YT",1],["AM",2],["BF",2],["CI",2],["EH",2],["FK",2],["GA",2],
["GG",2],["GQ",2],["GT",2],["GY",2],["HT",2],["HU",2],["JM",2],["JO",2],["KG",2],["KI",2],
["KN",2],["LC",2],["LR",2],["ME",2],["MH",2],["MK",2],["MP",2],["MU",2],["PY",2],["RE",2],
["RW",2],["SC",2],["SG",2],["SH",2],["SI",2],["SK",2],["SY",2],["TT",2],["UY",2],["VG",2],
["VI",2],["WF",2],["BQ",3],["BY",3],["CG",3],["CY",3],["EE",3],["GE",3],["KH",3],["KY",3],
["LT",3],["MR",3],["RS",3],["ZW",3],["BA",4],["BG",4],["BW",4],["FM",4],["OM",4],["SN",4],
["TC",4],["TJ",4],["UG",4],["AF",5],["AZ",5],["BE",5],["CM",5],["CZ",5],["NL",5],["PA",5],
["SD",5],["TD",5],["TO",5],["AT",6],["CH",6],["CK",6],["GH",6],["HN",6],["IL",6],["IQ",6],
["LK",6],["SO",6],["BD",7],["CV",7],["DO",7],["IE",7],["IS",7],["MW",7],["PR",7],["DK",8],
["HR",8],["LA",8],["MV",8],["TN",8],["TW",9],["YE",9],["ZM",9],["AE",10],["FJ",10],["MN",10],
["CD",11],["EG",11],["LY",11],["MZ",11],["NP",11],["TZ",11],["UZ",11],["CU",12],["BZ",13],
["CR",13],["MG",13],["PL",13],["AO",14],["GL",14],["KE",14],["RO",14],["BO",15],["EC",15],
["KR",15],["UA",15],["ET",16],["MA",16],["CL",17],["MM",17],["SB",17],["BS",18],["NG",19],
["PT",19],["FI",20],["ZA",20],["KZ",21],["PK",21],["PE",22],["VN",22],["NZ",25],["PG",26],
["SA",26],["VU",26],["VE",27],["DZ",30],["TH",33],["DE",34],["MY",35],["AR",38],["IT",38],
["GR",39],["PF",39],["SE",39],["PH",40],["ES",43],["IR",45],["NO",49],["CO",51],["TR",52],
["UK",58],["FR",59],["MX",60],["JP",65],["ID",70],["IN",77],["BR",117],["RU",129],["AU",132],
["CA",205],["CN",217],["US",586]]"#
)
.unwrap()
);
let n_airports_by_continent_time = Instant::now();
let res = db.run_script(
r#"
airports_by_continent[c, count(a)] := [a airport.iata _], [c geo.contains a];
?[cont, max(count)] := airports_by_continent[c, count], [c continent.code cont];
?[cont, max(count)] := [_ continent.code cont], count <- 0;
"#,
)?;
dbg!(n_airports_by_continent_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"[["AF",321],["AN",0],["AS",971],["EU",605],["NA",989],["OC",305],["SA",313]]"#
)
.unwrap()
);
let routes_per_airport_time = Instant::now();
let res = db.run_script(
r#"
routes_count[a, count(r)] := given[code], [a airport.iata code], [r route.src a];
?[code, n] := routes_count[a, n], [a airport.iata code];
given[] <- [['A' ++ 'U' ++ 'S'],['AMS'],['JFK'],['DUB'],['MEX']];
"#,
)?;
dbg!(routes_per_airport_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"[["AMS",282],["AUS",95],["DUB",185],["JFK",201],["MEX",116]]"#
)
.unwrap()
);
let airports_by_route_number_time = Instant::now();
let res = db.run_script(
r#"
route_count[a, count(r)] := [r route.src a];
?[n, collect(code)] := route_count[a, n], [a airport.iata code], n = 105;
"#,
)?;
dbg!(airports_by_route_number_time.elapsed());
assert_eq!(*res.get("rows").unwrap(), json!([[105, ["TFS", "YVR"]]]));
let out_from_aus_time = Instant::now();
let res = db.run_script(r#"
out_by_runways[n_runways, count(a)] := [aus airport.iata 'AUS'],
[r1 route.src aus],
[r1 route.dst a],
[a airport.runways n_runways];
two_hops[count(a)] := [aus airport.iata 'AUS'],
[r1 route.src aus],
[r1 route.dst a],
[r route.src a];
?[max(total), collect(coll)] := two_hops[total], out_by_runways[n, ct], coll <- [n, ct];
"#)?;
dbg!(out_from_aus_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(r#"[[7909,[[1,9],[2,23],[3,29],[4,24],[5,5],[6,3],[7,2]]]]"#)
.unwrap()
);
let const_return_time = Instant::now();
let res = db.run_script(
r#"
?[name, count(a)] := [a airport.region 'US-OK'], name <- 'OK';
"#,
)?;
dbg!(const_return_time.elapsed());
assert_eq!(*res.get("rows").unwrap(), json!([["OK", 4]]));
let multi_res_time = Instant::now();
let res = db.run_script(
r#"
total[count(a)] := [a airport.iata _];
high[count(a)] := [a airport.runways n], n >= 6;
low[count(a)] := [a airport.runways n], n <= 2;
four[count(a)] := [a airport.runways n], n = 4;
france[count(a)] := [fr country.code 'FR'], [a airport.country fr];
?[total, high, low, four, france] := total[total], high[high], low[low],
four[four], france[france];
"#,
)?;
dbg!(multi_res_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(r#"[[3504,6,3204,53,59]]"#).unwrap()
);
let multi_unification_time = Instant::now();
let res = db.run_script(r#"
target_airports[collect(a, 5)] := [a airport.iata _];
?[code, count(r)] := target_airports[targets], a <- ..targets, [a airport.iata code], [r route.src a];
"#)?;
dbg!(multi_unification_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"[["ANC",41],["ATL",242],["AUS",95],["BNA",74],["BOS",141]]"#
)
.unwrap()
);
let num_routes_from_eu_to_us_time = Instant::now();
let res = db.run_script(
r#"
routes[unique(r)] := [eu continent.code 'EU'],
[us country.code 'US'],
[eu geo.contains a],
[r route.src a],
[r route.dst a2],
[a2 airport.country us];
?[n] := routes[rs], n <- length(rs);
"#,
)?;
dbg!(num_routes_from_eu_to_us_time.elapsed());
assert_eq!(*res.get("rows").unwrap(), json!([[417]]));
let num_airports_in_us_with_routes_from_eu_time = Instant::now();
let res = db.run_script(
r#"
?[count_unique(a2)] := [eu continent.code 'EU'],
[us country.code 'US'],
[eu geo.contains a],
[r route.src a],
[r route.dst a2],
[a2 airport.country us];
"#,
)?;
dbg!(num_airports_in_us_with_routes_from_eu_time.elapsed());
assert_eq!(*res.get("rows").unwrap(), json!([[45]]));
let num_routes_in_us_airports_from_eu_time = Instant::now();
let res = db.run_script(
r#"
?[code, count(r)] := [eu continent.code 'EU'],
[us country.code 'US'],
[eu geo.contains a],
[r route.src a],
[r route.dst a2],
[a2 airport.country us],
[a2 airport.iata code];
:order r;
"#,
)?;
dbg!(num_routes_in_us_airports_from_eu_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"
[["ANC",1],["BNA",1],["CHS",1],["CLE",1],["IND",1],["MCI",1],["STL",1],["BDL",2],["BWI",2],
["CVG",2],["MSY",2],["PHX",2],["RDU",2],["SJC",2],["AUS",3],["PDX",3],["RSW",3],["SAN",3],
["SLC",3],["PIT",4],["SFB",5],["SWF",5],["TPA",5],["DTW",6],["MSP",6],["OAK",6],["DEN",7],
["FLL",7],["PVD",7],["CLT",8],["IAH",8],["DFW",10],["SEA",10],["LAS",11],["MCO",13],["ATL",15],
["SFO",20],["IAD",21],["PHL",22],["BOS",25],["LAX",25],["ORD",27],["MIA",28],["EWR",38],
["JFK",42]]"#
)
.unwrap()
);
let routes_from_eu_to_us_starting_with_l_time = Instant::now();
let res = db.run_script(
r#"
?[eu_code, us_code] := [eu continent.code 'EU'],
[us country.code 'US'],
[eu geo.contains a],
[a airport.iata eu_code],
starts_with(eu_code, 'L'),
[r route.src a],
[r route.dst a2],
[a2 airport.country us],
[a2 airport.iata us_code];
"#,
)?;
dbg!(routes_from_eu_to_us_starting_with_l_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"[
["LGW","AUS"],["LGW","BOS"],["LGW","DEN"],["LGW","FLL"],["LGW","JFK"],["LGW","LAS"],
["LGW","LAX"],["LGW","MCO"],["LGW","MIA"],["LGW","OAK"],["LGW","ORD"],["LGW","SEA"],
["LGW","SFO"],["LGW","TPA"],["LHR","ATL"],["LHR","AUS"],["LHR","BNA"],["LHR","BOS"],
["LHR","BWI"],["LHR","CHS"],["LHR","CLT"],["LHR","DEN"],["LHR","DFW"],["LHR","DTW"],
["LHR","EWR"],["LHR","IAD"],["LHR","IAH"],["LHR","JFK"],["LHR","LAS"],["LHR","LAX"],
["LHR","MIA"],["LHR","MSP"],["LHR","MSY"],["LHR","ORD"],["LHR","PDX"],["LHR","PHL"],
["LHR","PHX"],["LHR","PIT"],["LHR","RDU"],["LHR","SAN"],["LHR","SEA"],["LHR","SFO"],
["LHR","SJC"],["LHR","SLC"],["LIS","ATL"],["LIS","BOS"],["LIS","EWR"],["LIS","IAD"],
["LIS","JFK"],["LIS","MIA"],["LIS","ORD"],["LIS","PHL"],["LIS","SFO"]]"#
)
.unwrap()
);
let len_of_names_count_time = Instant::now();
let res = db.run_script(
r#"
?[sum(n)] := [a airport.iata 'AUS'],
[r route.src a],
[r route.dst a2],
[a2 airport.city city_name],
n <- length(city_name);
"#,
)?;
dbg!(len_of_names_count_time.elapsed());
assert_eq!(*res.get("rows").unwrap(), json!([[866.0]]));
let group_count_by_out_time = Instant::now();
let res = db.run_script(
r#"
route_count[count(r), a] := [r route.src a];
rc[max(n), a] := route_count[n, a];
rc[max(n), a] := [a airport.iata _], n <- 0;
?[n, count(a)] := rc[n, a];
:order n;
:limit 10;
"#,
)?;
dbg!(group_count_by_out_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"[[0,29],[1,777],[2,649],[3,359],[4,232],[5,150],[6,139],[7,100],[8,74],[9,63]]"#
)
.unwrap()
);
let mean_group_count_time = Instant::now();
let res = db.run_script(
r#"
route_count[count(r), a] := [r route.src a];
rc[max(n), a] := route_count[n, a] or ([a airport.iata _], n <- 0);
?[mean(n)] := rc[n, _];
"#,
)?;
dbg!(mean_group_count_time.elapsed());
let v = res
.get("rows")
.unwrap()
.as_array()
.unwrap()
.get(0)
.unwrap()
.as_array()
.unwrap()
.get(0)
.unwrap()
.as_f64()
.unwrap();
let expected = 14.425513698630137;
assert!(abs(v - expected) < 1e-8);
let n_routes_from_london_uk_time = Instant::now();
let res = db.run_script(r#"
?[code, count(r)] := [a airport.city 'London'], [a airport.region 'GB-ENG'], [r route.src a], [a airport.iata code];
"#)?;
dbg!(n_routes_from_london_uk_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"[["LCY",51],["LGW",232],["LHR",221],["LTN",130],["STN",211]]"#
)
.unwrap()
);
let reachable_from_london_uk_in_two_hops_time = Instant::now();
let res = db.run_script(r#"
lon_uk_airports[a] := [a airport.city 'London'], [a airport.region 'GB-ENG'];
one_hop[a2] := lon_uk_airports[a], [r route.src a], [r route.dst a2], not lon_uk_airports[a2];
?[count_unique(a3)] := one_hop[a2], [r2 route.src a2], [r2 route.dst a3], not lon_uk_airports[a3];
"#)?;
dbg!(reachable_from_london_uk_in_two_hops_time.elapsed());
assert_eq!(*res.get("rows").unwrap(), json!([[2353]]));
let routes_within_england_time = Instant::now();
let res = db.run_script(
r#"
eng_aps[a] := [a airport.region 'GB-ENG'];
?[src, dst] := eng_aps[a1], [r route.src a1], [r route.dst a2], eng_aps[a2],
[a1 airport.iata src], [a2 airport.iata dst];
"#,
)?;
dbg!(routes_within_england_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"[
["BHX","NCL"],["BRS","NCL"],["EMA","SOU"],["EXT","ISC"],["EXT","MAN"],["EXT","NQY"],
["HUY","NWI"],["ISC","EXT"],["ISC","LEQ"],["ISC","NQY"],["LBA","LHR"],["LBA","NQY"],
["LBA","SOU"],["LCY","MAN"],["LCY","NCL"],["LEQ","ISC"],["LGW","NCL"],["LGW","NQY"],
["LHR","LBA"],["LHR","MAN"],["LHR","NCL"],["LHR","NQY"],["LPL","NQY"],["MAN","EXT"],
["MAN","LCY"],["MAN","LHR"],["MAN","NQY"],["MAN","NWI"],["MAN","SEN"],["MAN","SOU"],
["MME","NWI"],["NCL","BHX"],["NCL","BRS"],["NCL","LCY"],["NCL","LGW"],["NCL","LHR"],
["NCL","SOU"],["NQY","EXT"],["NQY","ISC"],["NQY","LBA"],["NQY","LGW"],["NQY","LHR"],
["NQY","LPL"],["NQY","MAN"],["NQY","SEN"],["NWI","HUY"],["NWI","MAN"],["NWI","MME"],
["SEN","MAN"],["SEN","NQY"],["SOU","EMA"],["SOU","LBA"],["SOU","MAN"],["SOU","NCL"]]"#
)
.unwrap()
);
let routes_within_england_time_no_dup = Instant::now();
let res = db.run_script(
r#"
eng_aps[a] := [a airport.region 'GB-ENG'];
?[pair] := eng_aps[a1], [r route.src a1], [r route.dst a2], eng_aps[a2],
[a1 airport.iata src], [a2 airport.iata dst],
pair <- sorted([src, dst]);
"#,
)?;
dbg!(routes_within_england_time_no_dup.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"[
[["BHX","NCL"]],[["BRS","NCL"]],[["EMA","SOU"]],[["EXT","ISC"]],[["EXT","MAN"]],[["EXT","NQY"]],
[["HUY","NWI"]],[["ISC","LEQ"]],[["ISC","NQY"]],[["LBA","LHR"]],[["LBA","NQY"]],[["LBA","SOU"]],
[["LCY","MAN"]],[["LCY","NCL"]],[["LGW","NCL"]],[["LGW","NQY"]],[["LHR","MAN"]],[["LHR","NCL"]],
[["LHR","NQY"]],[["LPL","NQY"]],[["MAN","NQY"]],[["MAN","NWI"]],[["MAN","SEN"]],[["MAN","SOU"]],
[["MME","NWI"]],[["NCL","SOU"]],[["NQY","SEN"]]]"#
)
.unwrap()
);
let hard_route_finding_time = Instant::now();
let res = db.run_script(
r#"
reachable[a, choice(p)] := [s airport.iata 'AUS'],
[r route.src s], [r route.dst a],
[a airport.iata code], code != 'YYZ', p <- ['AUS', code];
reachable[a, choice(p)] := reachable[b, prev],
[r route.src b], [r route.dst a], [a airport.iata code],
code != 'YYZ', p <- append(prev, code);
?[p] := reachable[a, p], [a airport.iata 'YPO'];
:limit 1;
"#,
)?;
dbg!(hard_route_finding_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"[[["AUS","BOS","YTZ","YTS","YMO","YFA","ZKE","YAT","YPO"]]]"#
)
.unwrap()
);
let na_from_india_time = Instant::now();
let res = db.run_script(
r#"
?[ind_c, na_c] := [india country.code 'IN'], [ind_a airport.country india],
[r route.src ind_a], [r route.dst na_a],
[na_a airport.country dst_country],
[dst_country country.code dst_country_name],
dst_country_name <- ..['US', 'CA'],
[ind_a airport.iata ind_c], [na_a airport.iata na_c];
"#,
)?;
dbg!(na_from_india_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"[
["BOM","EWR"],["BOM","JFK"],["BOM","YYZ"],["DEL","EWR"],["DEL","IAD"],["DEL","JFK"],
["DEL","ORD"],["DEL","SFO"],["DEL","YVR"],["DEL","YYZ"]]"#
)
.unwrap()
);
let eu_cities_reachable_from_fll_time = Instant::now();
let res = db.run_script(
r#"
?[city_name] := [a airport.iata 'FLL'],
[r route.src a],
[r route.dst a2],
[cont geo.contains a2],
[cont continent.code 'EU'],
[a2 airport.city city_name];
"#,
)?;
dbg!(eu_cities_reachable_from_fll_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"[
["Barcelona"],["Copenhagen"],["London"],["Madrid"],["Oslo"],["Paris"],["Stockholm"]]"#
)
.unwrap()
);
let clt_to_eu_or_sa_time = Instant::now();
let res = db.run_script(
r#"
?[code] := [a airport.iata 'CLT'], [r route.src a], [r route.dst a2],
[cont geo.contains a2], [cont continent.code c_name],
c_name <- ..['EU', 'SA'],
[a2 airport.iata code];
"#,
)?;
dbg!(clt_to_eu_or_sa_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"[["BCN"],["CDG"],["DUB"],["FCO"],["FRA"],["GIG"],["GRU"],["LHR"],["MAD"],["MUC"]]"#
)
.unwrap()
);
let london_to_us_time = Instant::now();
let res = db.run_script(
r#"
?[l_code, us_code] := l_code <- ..['LHR', 'LCY', 'LGW', 'LTN', 'STN'],
[a airport.iata l_code],
[r route.src a], [r route.dst a2],
[us country.code 'US'],
[a2 airport.country us],
[a2 airport.iata us_code];
"#,
)?;
dbg!(london_to_us_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"
[["LGW","AUS"],["LGW","BOS"],["LGW","DEN"],["LGW","FLL"],["LGW","JFK"],["LGW","LAS"],
["LGW","LAX"],["LGW","MCO"],["LGW","MIA"],["LGW","OAK"],["LGW","ORD"],["LGW","SEA"],
["LGW","SFO"],["LGW","TPA"],["LHR","ATL"],["LHR","AUS"],["LHR","BNA"],["LHR","BOS"],
["LHR","BWI"],["LHR","CHS"],["LHR","CLT"],["LHR","DEN"],["LHR","DFW"],["LHR","DTW"],
["LHR","EWR"],["LHR","IAD"],["LHR","IAH"],["LHR","JFK"],["LHR","LAS"],["LHR","LAX"],
["LHR","MIA"],["LHR","MSP"],["LHR","MSY"],["LHR","ORD"],["LHR","PDX"],["LHR","PHL"],
["LHR","PHX"],["LHR","PIT"],["LHR","RDU"],["LHR","SAN"],["LHR","SEA"],["LHR","SFO"],
["LHR","SJC"],["LHR","SLC"],["STN","BOS"],["STN","EWR"],["STN","IAD"],["STN","SFB"]]
"#
)
.unwrap()
);
let tx_to_ny_time = Instant::now();
let res = db.run_script(
r#"
?[tx_code, ny_code] := [a airport.region 'US-TX'],
[r route.src a],
[r route.dst a2],
[a2 airport.region 'US-NY'],
[a airport.iata tx_code],
[a2 airport.iata ny_code];
"#,
)?;
dbg!(tx_to_ny_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"
[["AUS","BUF"],["AUS","EWR"],["AUS","JFK"],["DAL","LGA"],["DFW","BUF"],["DFW","EWR"],
["DFW","JFK"],["DFW","LGA"],["HOU","EWR"],["HOU","JFK"],["HOU","LGA"],["IAH","EWR"],
["IAH","JFK"],["IAH","LGA"],["SAT","EWR"],["SAT","JFK"]]
"#
)
.unwrap()
);
let denver_to_mexico_time = Instant::now();
let res = db.run_script(
r#"
?[city_name] := [a airport.iata 'DEN'], [r route.src a], [r route.dst a2],
[a2 airport.country ct],
[ct country.code 'MX'],
[a2 airport.city city_name];
"#,
)?;
dbg!(denver_to_mexico_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"[
["Cancun"],["Cozumel"],["Guadalajara"],["Mexico City"],["Monterrey"],
["Puerto Vallarta"],["San José del Cabo"]]"#
)
.unwrap()
);
let three_cities_time = Instant::now();
let res = db.run_script(
r#"
three[a] := city <- ..['London', 'Munich', 'Paris'], [a airport.city city];
?[src, dst] := three[s], [r route.src s], [r route.dst d], three[d],
[s airport.iata src], [d airport.iata dst];
"#,
)?;
dbg!(three_cities_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"[
["CDG","LCY"],["CDG","LGW"],["CDG","LHR"],["CDG","LTN"],["CDG","MUC"],["LCY","CDG"],
["LCY","MUC"],["LCY","ORY"],["LGW","CDG"],["LGW","MUC"],["LHR","CDG"],["LHR","MUC"],
["LHR","ORY"],["LTN","CDG"],["LTN","MUC"],["LTN","ORY"],["MUC","CDG"],["MUC","LCY"],
["MUC","LGW"],["MUC","LHR"],["MUC","LTN"],["MUC","ORY"],["MUC","STN"],["ORY","LCY"],
["ORY","LHR"],["ORY","MUC"],["STN","MUC"]]"#
)
.unwrap()
);
let long_distance_from_lgw_time = Instant::now();
let res = db.run_script(
r#"
?[city, dist] := [a airport.iata 'LGW'], [r route.src a], [r route.dst a2],
[r route.distance dist], dist > 4000, [a2 airport.city city];
"#,
)?;
dbg!(long_distance_from_lgw_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"
[["Austin",4921],["Beijing",5070],["Bridgetown",4197],["Buenos Aires",6908],["Calgary",4380],
["Cancun",4953],["Cape Town",5987],["Chengdu",5156],["Chongqing",5303],["Colombo",5399],
["Denver",4678],["Duong Dong",6264],["Fort Lauderdale",4410],["Havana",4662],["Hong Kong",5982],
["Kigali",4077],["Kingston",4680],["Langkawi",6299],["Las Vegas",5236],["Los Angeles",5463],
["Malé",5287],["Miami",4429],["Montego Bay",4699],["Oakland",5364],["Orlando",4341],
["Port Louis",6053],["Port of Spain",4408],["Punta Cana",4283],["Rayong",6008],
["Rio de Janeiro",5736],["San Francisco",5374],["San Jose",5419],["Seattle",4807],
["Shanghai",5745],["Singapore",6751],["St. George",4076],["Taipei",6080],["Tampa",4416],
["Tianjin",5147],["Vancouver",4731],["Varadero",4618],["Vieux Fort",4222]]"#
)
.unwrap()
);
let long_routes_one_dir_time = Instant::now();
let res = db.run_script(
r#"
?[src, dist, dst] := [r route.distance dist], dist > 8000, [r route.src s],
[r route.dst d], [s airport.iata src], [d airport.iata dst],
src < dst;
"#,
)?;
dbg!(long_routes_one_dir_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"
[["AKL",8186,"ORD"],["AKL",8818,"DXB"],["AKL",9025,"DOH"],["ATL",8434,"JNB"],["AUH",8053,"DFW"],
["AUH",8139,"SFO"],["AUH",8372,"LAX"],["CAN",8754,"MEX"],["DFW",8022,"DXB"],["DFW",8105,"HKG"],
["DFW",8574,"SYD"],["DOH",8030,"IAH"],["DOH",8287,"LAX"],["DXB",8085,"SFO"],["DXB",8150,"IAH"],
["DXB",8321,"LAX"],["EWR",8047,"HKG"],["EWR",9523,"SIN"],["HKG",8054,"JFK"],["HKG",8135,"IAD"],
["IAH",8591,"SYD"],["JED",8314,"LAX"],["JFK",8504,"MNL"],["LAX",8246,"RUH"],["LAX",8756,"SIN"],
["LHR",9009,"PER"],["MEL",8197,"YVR"],["PEK",8884,"PTY"],["SCL",8208,"TLV"],["SEA",8059,"SIN"],
["SFO",8433,"SIN"]]"#
)
.unwrap()
);
let longest_routes_time = Instant::now();
let res = db.run_script(
r#"
?[src, dist, dst] := [r route.distance dist], dist > 4000, [r route.src s],
[r route.dst d], [s airport.iata src], [d airport.iata dst],
src < dst;
:sort -dist;
:limit 20;
"#,
)?;
dbg!(longest_routes_time.elapsed());
assert_eq!(*res.get("rows").unwrap(), serde_json::Value::from_str(r#"
[["EWR",9523,"SIN"],["AKL",9025,"DOH"],["LHR",9009,"PER"],["PEK",8884,"PTY"],["AKL",8818,"DXB"],
["LAX",8756,"SIN"],["CAN",8754,"MEX"],["IAH",8591,"SYD"],["DFW",8574,"SYD"],["JFK",8504,"MNL"],
["ATL",8434,"JNB"],["SFO",8433,"SIN"],["AUH",8372,"LAX"],["DXB",8321,"LAX"],["JED",8314,"LAX"],
["DOH",8287,"LAX"],["LAX",8246,"RUH"],["SCL",8208,"TLV"],["MEL",8197,"YVR"],["AKL",8186,"ORD"]]"#).unwrap());
let longest_routes_from_each_airports = Instant::now();
let res = db.run_script(r#"
ap[a, max(dist)] := [r route.src a], [r route.distance dist];
?[src, dist, dst] := ap[a, dist], [r route.src a], [r route.distance dist], [r route.dst d],
[a airport.iata src], [d airport.iata dst];
:limit 10;
"#)?;
dbg!(longest_routes_from_each_airports.elapsed());
assert_eq!(*res.get("rows").unwrap(), serde_json::Value::from_str(r#"
[["ANC",3368,"KEF"],["ATL",8434,"JNB"],["AUS",5294,"FRA"],["BNA",4168,"LHR"],["BOS",7952,"HKG"],
["BWI",3622,"LHR"],["DCA",2434,"SFO"],["DFW",8574,"SYD"],["FLL",7808,"DXB"],["IAD",8135,"HKG"]]"#).unwrap());
let total_distance_from_three_cities_time = Instant::now();
let res = db.run_script(
r#"
three[a] := city <- ..['London', 'Munich', 'Paris'], [a airport.city city];
?[sum(dist)] := three[a], [r route.src a], [r route.distance dist];
"#,
)?;
dbg!(total_distance_from_three_cities_time.elapsed());
assert_eq!(*res.get("rows").unwrap(), json!([[2733379.0]]));
let total_distance_within_three_cities_time = Instant::now();
let res = db.run_script(
r#"
three[a] := city <- ..['London', 'Munich', 'Paris'], [a airport.city city];
?[sum(dist)] := three[a], [r route.src a], [r route.dst a2], three[a2],
[r route.distance dist];
"#,
)?;
dbg!(total_distance_within_three_cities_time.elapsed());
assert_eq!(*res.get("rows").unwrap(), json!([[10282.0]]));
let specific_distance_time = Instant::now();
let res = db.run_script(
r#"
?[dist] := [a airport.iata 'AUS'], [a2 airport.iata 'MEX'], [r route.src a],
[r route.dst a2], [r route.distance dist];
"#,
)?;
dbg!(specific_distance_time.elapsed());
assert_eq!(*res.get("rows").unwrap(), json!([[748]]));
let n_routes_between_time = Instant::now();
let res = db.run_script(
r#"
us_a[a] := [us country.code 'US'], [us geo.contains a];
?[count(r)] := [r route.distance dist], dist >= 100, dist <= 200,
[r route.src s], us_a[s],
[r route.dst d], us_a[d];
"#,
)?;
dbg!(n_routes_between_time.elapsed());
assert_eq!(*res.get("rows").unwrap(), json!([[597]]));
let one_stop_distance_time = Instant::now();
let res = db.run_script(
r#"
?[code, dist] := [s airport.iata 'AUS'], [r1 route.src s], [r1 route.dst a],
[r2 route.src a], [r2 route.dst d], [d airport.iata 'LHR'],
[r1 route.distance dis1], [r2 route.distance dis2], dist <- dis1 + dis2,
[a airport.iata code];
:order dist;
:limit 10;
"#,
)?;
dbg!(one_stop_distance_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"
[["DTW",4893],["YYZ",4901],["ORD",4912],["PIT",4916],["BNA",4923],["DFW",4926],["BOS",4944],
["EWR",4953],["IAD",4959],["JFK",4960]]"#
)
.unwrap()
);
let airport_most_routes_time = Instant::now();
let res = db.run_script(
r#"
ac[a, count(r)] := [r route.src a];
?[code, n] := ac[a, n], [a airport.iata code];
:order -n;
:limit 10;
"#,
)?;
dbg!(airport_most_routes_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"
[["FRA",307],["IST",307],["CDG",293],["AMS",282],["MUC",270],
["ORD",264],["DFW",251],["PEK",248],["DXB",247],["ATL",242]]
"#
)
.unwrap()
);
let north_of_77_time = Instant::now();
let res = db.run_script(r#"
?[city, latitude] := [a airport.lat lat], lat > 77, [a airport.city city], latitude <- round(lat);
"#)?;
dbg!(north_of_77_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(r#"[["Longyearbyen",78.0],["Qaanaaq",77.0]]"#).unwrap()
);
let greenwich_meridian_time = Instant::now();
let res = db.run_script(
r#"
?[code] := [a airport.lon lon], lon > -0.1, lon < 0.1, [a airport.iata code];
"#,
)?;
dbg!(greenwich_meridian_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
json!([["CDT"], ["LCY"], ["LDE"], ["LEH"]])
);
let box_around_heathrow_time = Instant::now();
let res = db.run_script(
r#"
h_box[lhr_lon, lhr_lat] := [lhr airport.iata 'LHR'],
[lhr airport.lon lhr_lon],
[lhr airport.lat lhr_lat];
?[code] := h_box[lhr_lon, lhr_lat], [a airport.lon lon], [a airport.lat lat],
abs(lhr_lon - lon) < 1, abs(lhr_lat - lat) < 1, [a airport.iata code];
"#,
)?;
dbg!(box_around_heathrow_time.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
json!([["LCY"], ["LGW"], ["LHR"], ["LTN"], ["SOU"], ["STN"]])
);
let dfw_by_region_time = Instant::now();
let res = db.run_script(
r#"
?[region, collect(code)] := [dfw airport.iata 'DFW'],
[us country.code 'US'],
[r route.src dfw],
[r route.dst a], [a airport.country us],
region <- ..['US-CA', 'US-TX', 'US-FL', 'US-CO', 'US-IL'],
[a airport.region region],
[a airport.iata code];
"#,
)?;
dbg!(dfw_by_region_time.elapsed());
assert_eq!(*res.get("rows").unwrap(), serde_json::Value::from_str(r#"
[["US-CA",["BFL","BUR","FAT","LAX","MRY","OAK","ONT","PSP","SAN","SBA","SFO","SJC","SMF","SNA"]],
["US-CO",["ASE","COS","DEN","DRO","EGE","GJT","GUC","HDN","MTJ"]],
["US-FL",["ECP","EYW","FLL","GNV","JAX","MCO","MIA","PBI","PNS","RSW","SRQ","TLH","TPA","VPS"]],
["US-IL",["BMI","CMI","MLI","ORD","PIA","SPI"]],
["US-TX",["ABI","ACT","AMA","AUS","BPT","BRO","CLL","CRP","DRT","ELP","GGG","GRK","HOU","HRL",
"IAH","LBB","LRD","MAF","MFE","SAT","SJT","SPS","TYR"]]]
"#).unwrap());
let great_circle_distance = Instant::now();
let res = db.run_script(
r#"
?[deg_diff] := [a airport.iata 'SFO'], [a airport.lat a_lat], [a airport.lon a_lon],
[b airport.iata 'NRT'], [b airport.lat b_lat], [b airport.lon b_lon],
deg_diff <- round(haversine_deg_input(a_lat, a_lon, b_lat, b_lon));
"#,
)?;
dbg!(great_circle_distance.elapsed());
assert_eq!(*res.get("rows").unwrap(), json!([[1.0]]));
let aus_to_edi_time = Instant::now();
let res = db.run_script(
r#"
us_uk_airports[a] := [c country.code 'UK'], [a airport.country c];
us_uk_airports[a] := [c country.code 'US'], [a airport.country c];
routes[a2, shortest(path)] := [a airport.iata 'AUS'], [r route.src a],
[r route.dst a2], us_uk_airports[a2],
[a2 airport.iata dst],
path <- ['AUS', dst];
routes[a2, shortest(path)] := routes[a, prev], [r route.src a],
[r route.dst a2], us_uk_airports[a2],
[a2 airport.iata dst],
path <- append(prev, dst);
?[path] := [edi airport.iata 'EDI'], routes[edi, path];
"#,
)?;
dbg!(aus_to_edi_time.elapsed());
assert_eq!(*res.get("rows").unwrap(), json!([[["AUS", "BOS", "EDI"]]]));
let reachable_from_lhr = Instant::now();
let res = db.run_script(
r#"
routes[a2, shortest(path)] := [a airport.iata 'LHR'], [r route.src a],
[r route.dst a2],
[a2 airport.iata dst],
path <- ['LHR', dst];
routes[a2, shortest(path)] := routes[a, prev], [r route.src a],
[r route.dst a2],
[a2 airport.iata dst],
path <- append(prev, dst);
?[len, path] := routes[_, path], len <- length(path);
:order -len;
:limit 10;
"#,
)?;
dbg!(reachable_from_lhr.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"
[[8,["LHR","YYZ","YTS","YMO","YFA","ZKE","YAT","YPO"]],
[7,["LHR","DFW","ANC","AKN","PIP","UGB","PTH"]],[7,["LHR","DFW","ANC","ANI","CHU","CKD","RDV"]],
[7,["LHR","DFW","ANC","ANI","CHU","CKD","SLQ"]],[7,["LHR","DFW","ANC","BET","OOK","TNK","WWT"]],
[7,["LHR","DFW","SYD","AYQ","MEB","WMB","PTJ"]],[7,["LHR","DFW","SYD","WTB","SGO","CMA","XTG"]],
[7,["LHR","KEF","GOH","JAV","JUV","NAQ","THU"]],[7,["LHR","LAX","BNE","ISA","BQL","BEU","BVI"]],
[7,["LHR","YUL","YGL","YPX","AKV","YIK","YZG"]]]
"#
)
.unwrap()
);
let furthest_from_lhr = Instant::now();
let res = db.run_script(
r#"
routes[a2, min_cost(cost_pair)] := [a airport.iata 'LHR'], [r route.src a],
[r route.dst a2],
[r route.distance dist],
[a2 airport.iata dst],
path <- ['LHR', dst],
cost_pair <- [path, dist];
routes[a2, min_cost(cost_pair)] := routes[a, prev], [r route.src a],
[r route.dst a2],
[r route.distance dist],
[a2 airport.iata dst],
path <- append(first(prev), dst),
cost_pair <- [path, last(prev) + dist];
?[cost, path] := routes[dst, cost_pair], cost <- last(cost_pair), path <- first(cost_pair);
:order -cost;
:limit 10;
"#,
)?;
dbg!(furthest_from_lhr.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"
[[12922,["LHR","JNB","HLE","ASI","BZZ"]],[12114,["LHR","PVG","BNE","CHC","IVC"]],
[12030,["LHR","PVG","BNE","CHC","DUD"]],[12015,["LHR","NRT","AKL","WLG","TIU"]],
[11921,["LHR","PVG","BNE","CHC","HKK"]],[11910,["LHR","NRT","AKL","WLG","WSZ"]],
[11826,["LHR","PVG","BNE","CHC"]],[11766,["LHR","PVG","BNE","ZQN"]],
[11758,["LHR","NRT","AKL","BHE"]],[11751,["LHR","NRT","AKL","NSN"]]]
"#
)
.unwrap()
);
let furthest_from_lhr_view = Instant::now();
let res = db.run_script(
r#"
routes[a2, min_cost(cost_pair)] := [a airport.iata 'LHR'], :flies_to[a, a2, dist],
[a2 airport.iata dst],
path <- ['LHR', dst],
cost_pair <- [path, dist];
routes[a2, min_cost(cost_pair)] := routes[a, prev], :flies_to[a, a2, dist],
[a2 airport.iata dst],
path <- append(first(prev), dst),
cost_pair <- [path, last(prev) + dist];
?[cost, path] := routes[dst, cost_pair], cost <- last(cost_pair), path <- first(cost_pair);
:order -cost;
:limit 10;
"#,
)?;
dbg!(furthest_from_lhr_view.elapsed());
assert_eq!(
*res.get("rows").unwrap(),
serde_json::Value::from_str(
r#"
[[12922,["LHR","JNB","HLE","ASI","BZZ"]],[12114,["LHR","PVG","BNE","CHC","IVC"]],
[12030,["LHR","PVG","BNE","CHC","DUD"]],[12015,["LHR","NRT","AKL","WLG","TIU"]],
[11921,["LHR","PVG","BNE","CHC","HKK"]],[11910,["LHR","NRT","AKL","WLG","WSZ"]],
[11826,["LHR","PVG","BNE","CHC"]],[11766,["LHR","PVG","BNE","ZQN"]],
[11758,["LHR","NRT","AKL","BHE"]],[11751,["LHR","NRT","AKL","NSN"]]]
"#
)
.unwrap()
);
Ok(())
}
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