diff --git a/backend/diesel.toml b/backend/diesel.toml index 323408016..677381529 100644 --- a/backend/diesel.toml +++ b/backend/diesel.toml @@ -2,5 +2,5 @@ file = "src/schema.rs" patch_file = "src/schema.patch" -filter = { except_tables = ["spatial_ref_sys"] } +filter = { except_tables = ["spatial_ref_sys", "relations_summary"] } import_types = ["postgis_diesel::sql_types::Geography", "diesel::sql_types::*"] diff --git a/benchmarks/backend/heatmap_sql/.env.db b/benchmarks/backend/heatmap_sql/.env.db new file mode 100644 index 000000000..f22266081 --- /dev/null +++ b/benchmarks/backend/heatmap_sql/.env.db @@ -0,0 +1,5 @@ +POSTGRES_USER=permaplant +POSTGRES_DB=permaplant +POSTGRES_PASSWORD=permaplant +PGPASSWORD=permaplant +DATABASE_URL=postgres://permaplant:permaplant@db/permaplant diff --git a/benchmarks/backend/heatmap_sql/Dockerfile.pg b/benchmarks/backend/heatmap_sql/Dockerfile.pg new file mode 100644 index 000000000..7ff316232 --- /dev/null +++ b/benchmarks/backend/heatmap_sql/Dockerfile.pg @@ -0,0 +1,10 @@ +FROM postgis/postgis:13-3.1 + +# Install plprofiler extension +RUN apt-get update && \ + apt-get install -y postgresql-13-plprofiler && \ + apt-get clean && \ + rm -rf /var/lib/apt/lists/* + +# Expose the PostgreSQL port +EXPOSE 5432 diff --git a/benchmarks/backend/heatmap_sql/Dockerfile.pga b/benchmarks/backend/heatmap_sql/Dockerfile.pga new file mode 100644 index 000000000..375faf461 --- /dev/null +++ b/benchmarks/backend/heatmap_sql/Dockerfile.pga @@ -0,0 +1,5 @@ +# This Dockerfile is used inside the docker-compose.yml as development environment +FROM dpage/pgadmin4:7.3 + +COPY ./servers.json ./servers.json +COPY ./pgpass ../pgpass diff --git a/benchmarks/backend/heatmap_sql/docker-compose.yml b/benchmarks/backend/heatmap_sql/docker-compose.yml new file mode 100644 index 000000000..f4f6d11ed --- /dev/null +++ b/benchmarks/backend/heatmap_sql/docker-compose.yml @@ -0,0 +1,44 @@ +version: "3" + +services: + benchmark-postgis: + build: + context: . + dockerfile: ./Dockerfile.pg + # image: postgis/postgis:13-3.1 + container_name: benchmark-postgis + env_file: + - .env.db + ports: + - "5432:5432" + networks: + - permaplant-bechmark + restart: unless-stopped + volumes: + - postgis-data-benchmark:/var/lib/postgresql/data + + bechmark-pgadmin: + build: + context: . + dockerfile: Dockerfile.pga + image: dpage/pgadmin4 + restart: unless-stopped + volumes: + - pgadmin-data-benchmark:/var/lib/pgadmin + environment: + PGADMIN_DEFAULT_EMAIL: name@example.com + PGADMIN_DEFAULT_PASSWORD: permaplant + networks: + - permaplant-bechmark + ports: + - "5050:80" + +volumes: + pgadmin-data-benchmark: + external: false + postgis-data-benchmark: + external: false + +networks: + permaplant-bechmark: + external: false diff --git a/benchmarks/backend/heatmap_sql/generate_data_to_insert.py b/benchmarks/backend/heatmap_sql/generate_data_to_insert.py new file mode 100644 index 000000000..196913c66 --- /dev/null +++ b/benchmarks/backend/heatmap_sql/generate_data_to_insert.py @@ -0,0 +1,59 @@ +import sys + +insert_sql = ( + "DELETE FROM public.shadings WHERE layer_id = 3; \n" + "INSERT INTO public.shadings (id, layer_id, geometry, shade, add_date, remove_date) VALUES \n" +) + + +if len(sys.argv) != 2: + print("Usage: python generate_data_to_insert.py NUM_SHADINGS") + print("NUM_SHADINGS must be 10, 100 or 1000") + exit(1) + +if int(sys.argv[1]) not in [10, 100, 1000]: + print("Usage: python generate_data_to_insert.py NUM_SHADINGS") + print("NUM_SHADINGS must be 10, 100 or 1000") + exit(1) + +NUM_SHADINGS = int(sys.argv[1]) +MAX_Y = MAX_X = 10000 # should be lower than large_map.sql bounds +SHADE_WIDTH = 100 +STEP_SIZE = 150 + +SHADING_TYPES = [ + "light shade", + "partial shade", + "permanent shade", + "permanent deep shade", +] + + +shade_x = 0 +shade_y = 0 + +assert STEP_SIZE > SHADE_WIDTH + +for i in range(NUM_SHADINGS): + shade_id = f"e6622aab-dc5d-4865-89d2-{i: 012d}" + shading_type = SHADING_TYPES[i % len(SHADING_TYPES)] + + polygon = ( + f"POLYGON(({shade_x} {shade_y}, {shade_x + SHADE_WIDTH} {shade_y}, " + f"{shade_x + SHADE_WIDTH} {shade_y + SHADE_WIDTH}, {shade_x} {shade_y + SHADE_WIDTH}, {shade_x} {shade_y}))" + ) + + insert_sql += f"('{shade_id}', 3, ST_GeomFromText('{polygon}'), '{shading_type}', NULL, NULL), \n" + + shade_x += STEP_SIZE + + if shade_x + SHADE_WIDTH >= MAX_X: + shade_x = 0 + shade_y += STEP_SIZE + + if shade_y + SHADE_WIDTH >= MAX_Y: + print("Error: Not enough space to place all shadings") + exit(1) + + +print(insert_sql.rstrip(",\n") + ";") diff --git a/benchmarks/backend/heatmap_sql/get_statistics.sh b/benchmarks/backend/heatmap_sql/get_statistics.sh new file mode 100755 index 000000000..d95f745f3 --- /dev/null +++ b/benchmarks/backend/heatmap_sql/get_statistics.sh @@ -0,0 +1,18 @@ +#!/usr/bin/env nu + +cd backend + +grep ' UTC \[[0-9]*\] ' postgis.log | lines | split column -r '\[|\]' | group-by column2 | values | each {|pid| $pid | each {|el| $"($el.column1)[($el.column2)]($el.column3)" } } | flatten | save -f postgis_parsed.log + +print "SQL queries:" +grep 'LOG: execute s.*: SELECT \* FROM calculate_heatmap' postgis_parsed.log -A 2 + | grep 'LOG: duration: .* ms$' + | awk 'NR == 1 {count=1; sum=$7; min=$7; max=$7} + NR > 1 {count++; sum+=$7; if ($7<0+min) min=$7; if ($7>0+max) max=$7} + END {print "total:", count, "\nmin:", min, "ms\navg:", sum/count, "ms\nmax:", max, "ms"}' + +print "" + +print "Requests:" +grep 'Total: connections ' httperf.log | awk '{print "total:", $3}' +grep 'Connection time \[ms\]: min' httperf.log | awk '{print "min:", $5, "ms\navg:", $7, "ms\nmax:", $9, "ms"}' diff --git a/benchmarks/backend/heatmap_sql/heatmap_v0_original.sql b/benchmarks/backend/heatmap_sql/heatmap_v0_original.sql new file mode 100644 index 000000000..ddd0673ec --- /dev/null +++ b/benchmarks/backend/heatmap_sql/heatmap_v0_original.sql @@ -0,0 +1,344 @@ +-- Returns preference from 0-1 and relevance from 0-1 for each pixel of the map. +-- +-- Positions where the plant should not be placed have preference close to 0. +-- Positions where the plant should be placed have preference close to 1. +-- +-- Positions where there is no relevant data have relevance close to 0. +-- Positions where there is relevant data have relevance close to 1. +-- +-- The resulting matrix does not contain valid (x,y) map coordinates, +-- instead (x,y) are simply the indices in the matrix. +-- The (x,y) coordinate of the computed heatmap always starts at +-- (0,0) no matter the boundaries of the map. +-- To get valid coordinates the user would therefore need to move and scale the +-- calculated heatmap by taking into account the boundaries of the map. +-- +-- View the API documentation via Swagger for additional information. +-- +-- p_map_id ... map id +-- p_layer_ids ... ids of the layers +-- p_plant_id ... id of the plant for which to consider relations +-- date ... date at which to generate the heatmap +-- granularity ... resolution of the map (must be greater than 0) +-- x_min,y_min,x_max,y_max ... boundaries of the map +CREATE OR REPLACE FUNCTION calculate_heatmap( + p_map_id integer, + p_layer_ids integer [], + p_plant_id integer, + date date, + granularity integer, + x_min integer, + y_min integer, + x_max integer, + y_max integer +) +RETURNS TABLE (preference real, relevance real, x integer, y integer) AS $$ +DECLARE + score SCORE; + map_geometry GEOMETRY(POLYGON, 4326); + point GEOMETRY; + bbox GEOMETRY; + num_cols INTEGER; + num_rows INTEGER; + x_pos INTEGER; + y_pos INTEGER; + plant_relation RECORD; +BEGIN + -- Makes sure the layers exists and fits to the map + FOR i IN 1..array_length(p_layer_ids, 1) LOOP + IF NOT EXISTS (SELECT 1 FROM layers WHERE id = p_layer_ids[i] AND map_id = p_map_id) THEN + RAISE EXCEPTION 'Layer with id % not found on map with id %', p_layer_ids[i], p_map_id; + END IF; + END LOOP; + -- Makes sure the plant exists + IF NOT EXISTS (SELECT 1 FROM plants WHERE id = p_plant_id) THEN + RAISE EXCEPTION 'Plant with id % not found', p_plant_id; + END IF; + + -- INTO STRICT makes sure the map exists. Does have to be explicitly checked as bounding box calculation would error anyways. + SELECT geometry FROM maps WHERE id = p_map_id INTO STRICT map_geometry; + + -- Calculate the number of rows and columns based on the map's size and granularity + num_cols := FLOOR((x_max - x_min) / granularity); -- Adjusted for granularity + num_rows := FLOOR((y_max - y_min) / granularity); -- Adjusted for granularity + + -- Calculate the score for each point on the heatmap + FOR i IN 0..num_cols-1 LOOP + -- i and j do not represent coordinates. We need to adjust them to actual coordinates. + x_pos := x_min + (i * granularity) + (granularity / 2); + + FOR j IN 0..num_rows-1 LOOP + y_pos := y_min + (j * granularity) + (granularity / 2); + + -- Create a point from x_pos and y_pos + point := ST_SetSRID(ST_MakePoint(x_pos, y_pos), 4326); + + -- If the point is on the map calculate a score; otherwise set score to 0. + IF ST_Intersects(point, map_geometry) THEN + score := calculate_score(p_map_id, p_layer_ids, p_plant_id, date, x_pos, y_pos); + score := scale_score(score); -- scale to be between 0 and 1 + preference := score.preference; + relevance := score.relevance; + ELSE + preference := 0.0; + relevance := 0.0; + END IF; + + x := i; + y := j; + + RETURN NEXT; + END LOOP; + END LOOP; +END; +$$ LANGUAGE plpgsql; + +-- Scales to values between 0 and 1. +-- +-- Preference input space: Any value. +-- Relevance input space: >=0 +CREATE OR REPLACE FUNCTION scale_score(input score) +RETURNS score AS $$ +DECLARE + score SCORE; +BEGIN + score.preference := 1 / (1 + exp(-input.preference)); -- standard sigmoid, so that f(0)=0.5 + score.relevance := (2 / (1 + exp(-input.relevance))) - 1; -- modified sigmoid, so that f(0)=0 + RETURN score; +END; +$$ LANGUAGE plpgsql; + +-- Calculate score for a certain position. +-- +-- p_map_id ... map id +-- p_layer_ids[1] ... plant layer (only the first array-element is used by the function) +-- p_plant_id ... id of the plant for which to consider relations +-- date ... date at which to generate the heatmap +-- x_pos,y_pos ... coordinates on the map where to calculate the score +CREATE OR REPLACE FUNCTION calculate_score( + p_map_id integer, + p_layer_ids integer [], + p_plant_id integer, + date date, + x_pos integer, + y_pos integer +) +RETURNS score AS $$ +DECLARE + plants SCORE; +BEGIN + plants := calculate_score_from_relations(p_layer_ids[1], p_plant_id, date, x_pos, y_pos); + + RETURN plants; +END; +$$ LANGUAGE plpgsql; + +-- Calculate score using the plants relations and their distances. +CREATE OR REPLACE FUNCTION calculate_score_from_relations( + p_layer_id integer, + p_plant_id integer, + date date, + x_pos integer, + y_pos integer +) +RETURNS score AS $$ +DECLARE + plant_relation RECORD; + distance REAL; + weight REAL; + score SCORE; +BEGIN + IF NOT EXISTS (SELECT 1 FROM layers WHERE id = p_layer_id AND type = 'plants') THEN + RAISE EXCEPTION 'Plant layer with id % not found', p_layer_id; + END IF; + + score.preference := 0.0; + score.relevance := 0.0; + + FOR plant_relation IN (SELECT * FROM get_plant_relations(p_layer_id, p_plant_id, date)) LOOP + -- calculate euclidean distance + distance := sqrt((plant_relation.x - x_pos)^2 + (plant_relation.y - y_pos)^2); + + -- calculate weight based on distance + -- weight decreases between 1 and 0 based on distance + -- distance is squared so it decreases faster the further away + -- weight is halved at 50 cm away + weight := 1 / (1 + (distance / 50)^2); + + -- update score based on relation + IF plant_relation.relation = 'companion' THEN + score.preference := score.preference + 0.5 * weight; + ELSE + score.preference := score.preference - 0.5 * weight; + END IF; + + score.relevance := score.relevance + 0.5 * weight; + END LOOP; + + RETURN score; +END; +$$ LANGUAGE plpgsql; + +-- Get all relations for the plant on the specified layer. +CREATE OR REPLACE FUNCTION get_plant_relations( + p_layer_id integer, + p_plant_id integer, + date date +) +RETURNS TABLE (x integer, y integer, relation relation_type) AS $$ +BEGIN + RETURN QUERY + -- We only need x,y and type of relation to calculate a score. + SELECT plantings.x, plantings.y, relations.relation + FROM plantings + JOIN plants ON plantings.plant_id = plants.id + JOIN ( + -- We need UNION as the relation is bidirectional. + SELECT plant1 AS plant, r1.relation + FROM relations r1 + WHERE plant2 = p_plant_id + AND r1.relation != 'neutral' + UNION + SELECT plant2 AS plant, r2.relation + FROM relations r2 + WHERE plant1 = p_plant_id + AND r2.relation != 'neutral' + ) relations ON plants.id = relations.plant + WHERE plantings.layer_id = p_layer_id + AND (plantings.add_date IS NULL OR plantings.add_date <= date) + AND (plantings.remove_date IS NULL OR plantings.remove_date > date); +END; +$$ LANGUAGE plpgsql; + +-------------------------------------------------------------------------- +-- SHADINGS -- SHADINGS -- SHADINGS -- SHADINGS -- SHADINGS -- SHADINGS -- +-------------------------------------------------------------------------- + + +-- Calculate score and relevance for a certain position. +-- +-- p_map_id ... map id +-- p_layer_ids[1] ... plant layer +-- p_layer_ids[2] ... shade layer +-- p_plant_id ... id of the plant for which to consider relations +-- date ... date at which to generate the heatmap +-- x_pos,y_pos ... coordinates on the map where to calculate the score +CREATE OR REPLACE FUNCTION calculate_score( + p_map_id integer, + p_layer_ids integer [], + p_plant_id integer, + date date, + x_pos integer, + y_pos integer +) +RETURNS score AS $$ +DECLARE + score SCORE; + plants SCORE; + shades SCORE; +BEGIN + plants := calculate_score_from_relations(p_layer_ids[1], p_plant_id, date, x_pos, y_pos); + shades := calculate_score_from_shadings(p_layer_ids[2], p_plant_id, date, x_pos, y_pos); + + score.preference := plants.preference + shades.preference; + score.relevance := plants.relevance + shades.relevance; + + RETURN score; +END; +$$ LANGUAGE plpgsql; + +-- Calculate preference: Between -1 and 1 depending on shadings. +-- Calculate relevance: 1 if there is shading; otherwise 0.0. +-- +-- If the plant would die at the position set preference=-100 and relevance=100. +CREATE OR REPLACE FUNCTION calculate_score_from_shadings( + p_layer_id integer, + p_plant_id integer, + date date, + x_pos integer, + y_pos integer +) +RETURNS score AS $$ +DECLARE + point GEOMETRY; + plant_shade SHADE; + plant_light_requirement light_requirement []; + allowed_shades SHADE [] := '{}'; + shading_shade SHADE; + all_values SHADE[]; + pos1 INTEGER; + pos2 INTEGER; + score SCORE; +BEGIN + IF NOT EXISTS (SELECT 1 FROM layers WHERE id = p_layer_id AND type = 'shade') THEN + RAISE EXCEPTION 'Shade layer with id % not found', p_layer_id; + END IF; + + -- Get the required light level and preferred shade level of the plant + SELECT light_requirement, shade INTO plant_light_requirement, plant_shade + FROM plants + WHERE id = p_plant_id; + + -- Create a point from x_pos and y_pos + point := ST_SetSRID(ST_MakePoint(x_pos, y_pos), 4326); + -- Select the shading with the darkest shade that intersects the point + SELECT shade INTO shading_shade + FROM shadings + WHERE layer_id = p_layer_id + AND (add_date IS NULL OR add_date <= date) + AND (remove_date IS NULL OR remove_date > date) + AND ST_Intersects(geometry, point) + ORDER BY shade DESC + LIMIT 1; + + -- If there's no shading, then there is sun. + IF NOT FOUND THEN + shading_shade := 'no shade'; + END IF; + + -- Check if the plant can survive at the position. + -- If the plant can't survive set preference=-100 and relevance=100. + IF plant_light_requirement IS NOT NULL + THEN + IF 'full sun' = ANY(plant_light_requirement) + THEN + allowed_shades := allowed_shades || '{"no shade", "light shade"}'; + END IF; + IF 'partial sun/shade' = ANY(plant_light_requirement) + THEN + allowed_shades := allowed_shades || '{"light shade", "partial shade", "permanent shade"}'; + END IF; + IF 'full shade' = ANY(plant_light_requirement) + THEN + allowed_shades := allowed_shades || '{"permanent shade", "permanent deep shade"}'; + END IF; + + IF NOT (shading_shade = ANY(allowed_shades)) + THEN + score.preference := -100; + score.relevance := 100; + RETURN score; + END IF; + END IF; + + -- If there's no shading, return 0. + IF plant_shade IS NULL THEN + score.preference := 0.0; + score.relevance := 0.0; + RETURN score; + END IF; + + -- Get all possible enum values + SELECT enum_range(NULL::SHADE) INTO all_values; + + -- Get the position of each enum value in the array + SELECT array_position(all_values, plant_shade) INTO pos1; + SELECT array_position(all_values, shading_shade) INTO pos2; + + -- Calculate the 'distance' to the preferred shade as a values between -1 and 1 + score.preference := (0.5 - (abs(pos1 - pos2) / (ARRAY_LENGTH(all_values, 1) - 1)::REAL)^0.5) * 2.0; + score.relevance := 1.0; + + RETURN score; +END; +$$ LANGUAGE plpgsql; diff --git a/benchmarks/backend/heatmap_sql/heatmap_v1_relations_once.sql b/benchmarks/backend/heatmap_sql/heatmap_v1_relations_once.sql new file mode 100644 index 000000000..4db66f972 --- /dev/null +++ b/benchmarks/backend/heatmap_sql/heatmap_v1_relations_once.sql @@ -0,0 +1,387 @@ +DROP TABLE IF EXISTS relations_summary CASCADE; +CREATE TABLE relations_summary ( + x integer, + y integer, + relation relation_type +); + + +-- Returns preference from 0-1 and relevance from 0-1 for each pixel of the map. +-- +-- Positions where the plant should not be placed have preference close to 0. +-- Positions where the plant should be placed have preference close to 1. +-- +-- Positions where there is no relevant data have relevance close to 0. +-- Positions where there is relevant data have relevance close to 1. +-- +-- The resulting matrix does not contain valid (x,y) map coordinates, +-- instead (x,y) are simply the indices in the matrix. +-- The (x,y) coordinate of the computed heatmap always starts at +-- (0,0) no matter the boundaries of the map. +-- To get valid coordinates the user would therefore need to move and scale the +-- calculated heatmap by taking into account the boundaries of the map. +-- +-- View the API documentation via Swagger for additional information. +-- +-- p_map_id ... map id +-- p_layer_ids ... ids of the layers +-- p_plant_id ... id of the plant for which to consider relations +-- date ... date at which to generate the heatmap +-- granularity ... resolution of the map (must be greater than 0) +-- x_min,y_min,x_max,y_max ... boundaries of the map +CREATE OR REPLACE FUNCTION calculate_heatmap( + p_map_id integer, + p_layer_ids integer [], + p_plant_id integer, + date date, + granularity integer, + x_min integer, + y_min integer, + x_max integer, + y_max integer +) +RETURNS TABLE (preference real, relevance real, x integer, y integer) AS $$ +DECLARE + score SCORE; + map_geometry GEOMETRY(POLYGON, 4326); + point GEOMETRY; + bbox GEOMETRY; + num_cols INTEGER; + num_rows INTEGER; + x_pos INTEGER; + y_pos INTEGER; + plant_relation RECORD; + relations relations_summary[]; +BEGIN + -- Makes sure the layers exists and fits to the map + FOR i IN 1..array_length(p_layer_ids, 1) LOOP + IF NOT EXISTS (SELECT 1 FROM layers WHERE id = p_layer_ids[i] AND map_id = p_map_id) THEN + RAISE EXCEPTION 'Layer with id % not found on map with id %', p_layer_ids[i], p_map_id; + END IF; + END LOOP; + -- Makes sure the plant exists + IF NOT EXISTS (SELECT 1 FROM plants WHERE id = p_plant_id) THEN + RAISE EXCEPTION 'Plant with id % not found', p_plant_id; + END IF; + + -- INTO STRICT makes sure the map exists. Does have to be explicitly checked as bounding box calculation would error anyways. + SELECT geometry FROM maps WHERE id = p_map_id INTO STRICT map_geometry; + + relations := get_plant_relations_array(p_layer_ids[1], p_plant_id, date); + + -- Calculate the number of rows and columns based on the map's size and granularity + num_cols := FLOOR((x_max - x_min) / granularity); -- Adjusted for granularity + num_rows := FLOOR((y_max - y_min) / granularity); -- Adjusted for granularity + + -- Calculate the score for each point on the heatmap + FOR i IN 0..num_cols-1 LOOP + -- i and j do not represent coordinates. We need to adjust them to actual coordinates. + x_pos := x_min + (i * granularity) + (granularity / 2); + + FOR j IN 0..num_rows-1 LOOP + y_pos := y_min + (j * granularity) + (granularity / 2); + + -- Create a point from x_pos and y_pos + point := ST_SetSRID(ST_MakePoint(x_pos, y_pos), 4326); + + -- If the point is on the map calculate a score; otherwise set score to 0. + IF ST_Intersects(point, map_geometry) THEN + score := calculate_score(p_map_id, p_layer_ids, p_plant_id, date, x_pos, y_pos, relations); + score := scale_score(score); -- scale to be between 0 and 1 + preference := score.preference; + relevance := score.relevance; + ELSE + preference := 0.0; + relevance := 0.0; + END IF; + + x := i; + y := j; + + RETURN NEXT; + END LOOP; + END LOOP; +END; +$$ LANGUAGE plpgsql; + +-- Scales to values between 0 and 1. +-- +-- Preference input space: Any value. +-- Relevance input space: >=0 +CREATE OR REPLACE FUNCTION scale_score(input score) +RETURNS score AS $$ +DECLARE + score SCORE; +BEGIN + score.preference := 1 / (1 + exp(-input.preference)); -- standard sigmoid, so that f(0)=0.5 + score.relevance := (2 / (1 + exp(-input.relevance))) - 1; -- modified sigmoid, so that f(0)=0 + RETURN score; +END; +$$ LANGUAGE plpgsql; + +-- Calculate score for a certain position. +-- +-- p_map_id ... map id +-- p_layer_ids[1] ... plant layer (only the first array-element is used by the function) +-- p_plant_id ... id of the plant for which to consider relations +-- date ... date at which to generate the heatmap +-- x_pos,y_pos ... coordinates on the map where to calculate the score +CREATE OR REPLACE FUNCTION calculate_score( + p_map_id integer, + p_layer_ids integer [], + p_plant_id integer, + date date, + x_pos integer, + y_pos integer, + relations_p relations_summary [] +) +RETURNS score AS $$ +DECLARE + plants SCORE; +BEGIN + plants := calculate_score_from_relations(p_layer_ids[1], p_plant_id, date, x_pos, y_pos, relations_p); + + RETURN plants; +END; +$$ LANGUAGE plpgsql; + + + +-- Calculate score using the plants relations and their distances. +CREATE OR REPLACE FUNCTION calculate_score_from_relations( + p_layer_id integer, + p_plant_id integer, + date date, + x_pos integer, + y_pos integer, + relations relations_summary [] +-- NOT HERE +) +RETURNS score AS $$ +DECLARE + plant_relation RECORD; + distance REAL; + weight REAL; + score SCORE; + start_time timestamp; + -- tble TABLE (x INTEGER, y INTEGER, relation RELATION_TYPE); +BEGIN + IF NOT EXISTS (SELECT 1 FROM layers WHERE id = p_layer_id AND type = 'plants') THEN + RAISE EXCEPTION 'Plant layer with id % not found', p_layer_id; + END IF; + + score.preference := 0.0; + score.relevance := 0.0; + + -- if relations is null, return 0 + IF relations IS NULL THEN + RETURN score; + END IF; + + FOREACH plant_relation IN ARRAY relations LOOP + -- calculate euclidean distance + distance := sqrt((plant_relation.x - x_pos)^2 + (plant_relation.y - y_pos)^2); + + -- calculate weight based on distance + -- weight decreases between 1 and 0 based on distance + -- distance is squared so it decreases faster the further away + -- weight is halved at 50 cm away + + -- >>> w = lambda d: 1 / (1 + (d / 50) * (d / 50)); + -- >>> w(10) + -- 0.9615384615384615 + -- >>> w(20) + -- 0.8620689655172413 + -- >>> w(30) + -- 0.7352941176470589 + -- >>> w(40) + -- 0.6097560975609756 + -- >>> w(50) + -- 0.5 + -- >>> w(100) + -- 0.2 + -- >>> w(150) + -- 0.1 + -- >>> w(200) + -- 0.058823529411764705 + weight := 1 / (1 + (distance / 50)^2); + + -- update score based on relation + IF plant_relation.relation = 'companion' THEN + score.preference := score.preference + 0.5 * weight; + ELSE + score.preference := score.preference - 0.5 * weight; + END IF; + + score.relevance := score.relevance + 0.5 * weight; + END LOOP; + + RETURN score; +END; +$$ LANGUAGE plpgsql; + +-- Get all relations for the plant on the specified layer. +CREATE OR REPLACE FUNCTION get_plant_relations_array( + p_layer_id integer, + p_plant_id integer, + date date +) +RETURNS relations_summary [] AS $$ +BEGIN + RETURN ARRAY( + -- We only need x,y and type of relation to calculate a score. + SELECT ROW(plantings.x, plantings.y, relations.relation) + FROM plantings + JOIN plants ON plantings.plant_id = plants.id + JOIN ( + -- We need UNION as the relation is bidirectional. + SELECT plant1 AS plant, r1.relation + FROM relations r1 + WHERE plant2 = p_plant_id + AND r1.relation != 'neutral' + UNION + SELECT plant2 AS plant, r2.relation + FROM relations r2 + WHERE plant1 = p_plant_id + AND r2.relation != 'neutral' + ) relations ON plants.id = relations.plant + WHERE plantings.layer_id = p_layer_id + AND (plantings.add_date IS NULL OR plantings.add_date <= date) + AND (plantings.remove_date IS NULL OR plantings.remove_date > date) + ); +END; +$$ LANGUAGE plpgsql; + +------------------------------------------------------------------------------------ +-- SHADINGS -- SHADINGS -- SHADINGS -- SHADINGS -- SHADINGS -- SHADINGS -- SHADINGS +------------------------------------------------------------------------------------ + + +-- Calculate score and relevance for a certain position. +-- +-- p_map_id ... map id +-- p_layer_ids[1] ... plant layer +-- p_layer_ids[2] ... shade layer +-- p_plant_id ... id of the plant for which to consider relations +-- date ... date at which to generate the heatmap +-- x_pos,y_pos ... coordinates on the map where to calculate the score +CREATE OR REPLACE FUNCTION calculate_score( + p_map_id integer, + p_layer_ids integer [], + p_plant_id integer, + date date, + x_pos integer, + y_pos integer, + relations_p relations_summary [] +) +RETURNS score AS $$ +DECLARE + score SCORE; + plants SCORE; + shades SCORE; +BEGIN + plants := calculate_score_from_relations(p_layer_ids[1], p_plant_id, date, x_pos, y_pos, relations_p); + shades := calculate_score_from_shadings(p_layer_ids[2], p_plant_id, date, x_pos, y_pos); + + score.preference := plants.preference + shades.preference; + score.relevance := plants.relevance + shades.relevance; + + RETURN score; +END; +$$ LANGUAGE plpgsql; + +-- Calculate preference: Between -1 and 1 depending on shadings. +-- Calculate relevance: 1 if there is shading; otherwise 0.0. +-- +-- If the plant would die at the position set preference=-100 and relevance=100. +CREATE OR REPLACE FUNCTION calculate_score_from_shadings( + p_layer_id integer, + p_plant_id integer, + date date, + x_pos integer, + y_pos integer +) +RETURNS score AS $$ +DECLARE + point GEOMETRY; + plant_shade SHADE; + plant_light_requirement light_requirement []; + allowed_shades SHADE [] := '{}'; + shading_shade SHADE; + all_values SHADE[]; + pos1 INTEGER; + pos2 INTEGER; + score SCORE; +BEGIN + IF NOT EXISTS (SELECT 1 FROM layers WHERE id = p_layer_id AND type = 'shade') THEN + RAISE EXCEPTION 'Shade layer with id % not found', p_layer_id; + END IF; + + -- Get the required light level and preferred shade level of the plant + SELECT light_requirement, shade INTO plant_light_requirement, plant_shade + FROM plants + WHERE id = p_plant_id; + + -- Create a point from x_pos and y_pos + point := ST_SetSRID(ST_MakePoint(x_pos, y_pos), 4326); + -- Select the shading with the darkest shade that intersects the point + SELECT shade INTO shading_shade + FROM shadings + WHERE layer_id = p_layer_id + AND (add_date IS NULL OR add_date <= date) + AND (remove_date IS NULL OR remove_date > date) + AND ST_Intersects(geometry, point) + ORDER BY shade DESC + LIMIT 1; + + -- If there's no shading, then there is sun. + IF NOT FOUND THEN + shading_shade := 'no shade'; + END IF; + + -- Check if the plant can survive at the position. + -- If the plant can't survive set preference=-100 and relevance=100. + IF plant_light_requirement IS NOT NULL + THEN + IF 'full sun' = ANY(plant_light_requirement) + THEN + allowed_shades := allowed_shades || '{"no shade", "light shade"}'; + END IF; + IF 'partial sun/shade' = ANY(plant_light_requirement) + THEN + allowed_shades := allowed_shades || '{"light shade", "partial shade", "permanent shade"}'; + END IF; + IF 'full shade' = ANY(plant_light_requirement) + THEN + allowed_shades := allowed_shades || '{"permanent shade", "permanent deep shade"}'; + END IF; + + IF NOT (shading_shade = ANY(allowed_shades)) + THEN + score.preference := -100; + score.relevance := 100; + RETURN score; + END IF; + END IF; + + -- If there's no shading, return 0. + IF plant_shade IS NULL THEN + score.preference := 0.0; + score.relevance := 0.0; + RETURN score; + END IF; + + -- Get all possible enum values + SELECT enum_range(NULL::SHADE) INTO all_values; + + -- Get the position of each enum value in the array + SELECT array_position(all_values, plant_shade) INTO pos1; + SELECT array_position(all_values, shading_shade) INTO pos2; + + -- Calculate the 'distance' to the preferred shade as a values between -1 and 1 + score.preference := (0.5 - (abs(pos1 - pos2) / (ARRAY_LENGTH(all_values, 1) - 1)::REAL)^0.5) * 2.0; + score.relevance := 1.0; + + RETURN score; +END; +$$ LANGUAGE plpgsql; diff --git a/benchmarks/backend/heatmap_sql/heatmap_v2_inlined.sql b/benchmarks/backend/heatmap_sql/heatmap_v2_inlined.sql new file mode 100644 index 000000000..282fedc50 --- /dev/null +++ b/benchmarks/backend/heatmap_sql/heatmap_v2_inlined.sql @@ -0,0 +1,245 @@ +DROP TABLE IF EXISTS relations_summary CASCADE; +CREATE TABLE relations_summary ( + x integer, + y integer, + relation relation_type +); + + +DROP FUNCTION IF EXISTS calculate_heatmap; +DROP FUNCTION IF EXISTS scale_score; +DROP FUNCTION IF EXISTS calculate_score; +DROP FUNCTION IF EXISTS calculate_score_from_relations; +DROP FUNCTION IF EXISTS calculate_score_from_shadings; + + +CREATE OR REPLACE FUNCTION calculate_heatmap( + p_map_id integer, + p_layer_ids integer [], + p_plant_id integer, + date date, + granularity integer, + x_min integer, + y_min integer, + x_max integer, + y_max integer +) +RETURNS TABLE (preference real, relevance real, x integer, y integer) AS $$ +DECLARE + map_geometry GEOMETRY(POLYGON, 4326); + point GEOMETRY; + bbox GEOMETRY; + num_cols INTEGER; + num_rows INTEGER; + x_pos INTEGER; + y_pos INTEGER; + plant_relation RECORD; + plant_score SCORE; + shading_score SCORE; + combined_score SCORE; + output_score SCORE; + distance REAL; + weight REAL; + plant_shade SHADE; + plant_light_requirement light_requirement []; + allowed_shades SHADE [] := '{}'; + shading_shade SHADE; + all_values SHADE[]; + pos1 INTEGER; + pos2 INTEGER; + shading_score_found BOOLEAN; + relations relations_summary[]; +BEGIN + -- Makes sure the layers exists and fits to the map + FOR i IN 1..array_length(p_layer_ids, 1) LOOP + IF NOT EXISTS (SELECT 1 FROM layers WHERE id = p_layer_ids[i] AND map_id = p_map_id) THEN + RAISE EXCEPTION 'Layer with id % not found on map with id %', p_layer_ids[i], p_map_id; + END IF; + END LOOP; + -- Makes sure the plant exists + IF NOT EXISTS (SELECT 1 FROM plants WHERE id = p_plant_id) THEN + RAISE EXCEPTION 'Plant with id % not found', p_plant_id; + END IF; + IF NOT EXISTS (SELECT 1 FROM layers WHERE id = p_layer_ids[2] AND type = 'shade') THEN + RAISE EXCEPTION 'Shade layer with id % not found', p_layer_ids[2]; + END IF; + + -- INTO STRICT makes sure the map exists. Does have to be explicitly checked as bounding box calculation would error anyways. + SELECT geometry FROM maps WHERE id = p_map_id INTO STRICT map_geometry; + + -- Calculate the number of rows and columns based on the map's size and granularity + num_cols := FLOOR((x_max - x_min) / granularity); -- Adjusted for granularity + num_rows := FLOOR((y_max - y_min) / granularity); -- Adjusted for granularity + + relations := get_plant_relations_array(p_layer_ids[1], p_plant_id, date); + + -- Get all possible enum values + SELECT enum_range(NULL::SHADE) INTO all_values; + + -- Calculate the score for each point on the heatmap + FOR i IN 0..num_cols-1 LOOP + -- i and j do not represent coordinates. We need to adjust them to actual coordinates. + x_pos := x_min + (i * granularity) + (granularity / 2); + + FOR j IN 0..num_rows-1 LOOP + y_pos := y_min + (j * granularity) + (granularity / 2); + + -- Create a point from x_pos and y_pos + point := ST_SetSRID(ST_MakePoint(x_pos, y_pos), 4326); + + -- If the point is on the map calculate a score; otherwise set score to 0. + IF ST_Intersects(point, map_geometry) THEN + ---------------------------------------------------------------------------------- + -- PLANT SCORE + plant_score.preference := 0.0; + plant_score.relevance := 0.0; + + FOREACH plant_relation IN ARRAY relations LOOP + -- calculate euclidean distance + distance := sqrt((plant_relation.x - x_pos)^2 + (plant_relation.y - y_pos)^2); + + -- calculate weight based on distance + -- weight decreases between 1 and 0 based on distance + -- distance is squared so it decreases faster the further away + -- weight is halved at 50 cm away + weight := 1 / (1 + (distance / 50)^2); + + -- update score based on relation + IF plant_relation.relation = 'companion' THEN + plant_score.preference := plant_score.preference + 0.5 * weight; + ELSE + plant_score.preference := plant_score.preference - 0.5 * weight; + END IF; + + plant_score.relevance := plant_score.relevance + 0.5 * weight; + END LOOP; + + + ---------------------------------------------------------------------------------- + -- SHADING SCORE + shading_score.preference := 0.0; + shading_score.relevance := 0.0; + shading_score_found := false; + + -- Get the required light level and preferred shade level of the plant + SELECT light_requirement, shade INTO plant_light_requirement, plant_shade + FROM plants + WHERE id = p_plant_id; + + -- Create a point from x_pos and y_pos + point := ST_SetSRID(ST_MakePoint(x_pos, y_pos), 4326); + -- Select the shading with the darkest shade that intersects the point + SELECT shade INTO shading_shade + FROM shadings + WHERE layer_id = p_layer_ids[2] + AND (add_date IS NULL OR add_date <= date) + AND (remove_date IS NULL OR remove_date > date) + AND ST_Intersects(geometry, point) + ORDER BY shade DESC + LIMIT 1; + + -- If there's no shading, then there is sun. + IF NOT FOUND THEN + shading_shade := 'no shade'; + END IF; + + -- Check if the plant can survive at the position. + -- If the plant can't survive set preference=-100 and relevance=100. + IF plant_light_requirement IS NOT NULL + THEN + IF 'full sun' = ANY(plant_light_requirement) + THEN + allowed_shades := allowed_shades || '{"no shade", "light shade"}'; + END IF; + IF 'partial sun/shade' = ANY(plant_light_requirement) + THEN + allowed_shades := allowed_shades || '{"light shade", "partial shade", "permanent shade"}'; + END IF; + IF 'full shade' = ANY(plant_light_requirement) + THEN + allowed_shades := allowed_shades || '{"permanent shade", "permanent deep shade"}'; + END IF; + + IF NOT (shading_shade = ANY(allowed_shades)) + THEN + shading_score.preference := -100; + shading_score.relevance := 100; + shading_score_found := true; + END IF; + END IF; + + -- If there's no shading, return 0. + IF plant_shade IS NULL AND NOT shading_score_found THEN + shading_score.preference := 0.0; + shading_score.relevance := 0.0; + shading_score_found := true; + END IF; + + IF NOT shading_score_found THEN + + -- Get the position of each enum value in the array + SELECT array_position(all_values, plant_shade) INTO pos1; + SELECT array_position(all_values, shading_shade) INTO pos2; + + -- Calculate the 'distance' to the preferred shade as a values between -1 and 1 + shading_score.preference := (0.5 - (abs(pos1 - pos2) / (ARRAY_LENGTH(all_values, 1) - 1)::REAL)^0.5) * 2.0; + shading_score.relevance := 1.0; + END IF; + + ----------------------------------------------------------------------------------------- + -- COMBINED SCORE + combined_score.preference := plant_score.preference + shading_score.preference; + combined_score.relevance := plant_score.relevance + shading_score.relevance; + + -- scale to be between 0 and 1 + output_score.preference := 1 / (1 + exp(-combined_score.preference)); -- standard sigmoid, so that f(0)=0.5 + output_score.relevance := (2 / (1 + exp(-combined_score.relevance))) - 1; -- modified sigmoid, so that f(0)=0 + + preference := output_score.preference; + relevance := output_score.relevance; + ELSE + preference := 0.0; + relevance := 0.0; + END IF; + + x := i; + y := j; + + RETURN NEXT; + END LOOP; + END LOOP; +END; +$$ LANGUAGE plpgsql; + + +-- Get all relations for the plant on the specified layer. +CREATE OR REPLACE FUNCTION get_plant_relations_array( + p_layer_id integer, + p_plant_id integer, + date date +) +RETURNS relations_summary [] AS $$ +BEGIN + RETURN ARRAY( + -- We only need x,y and type of relation to calculate a score. + SELECT ROW(plantings.x, plantings.y, relations.relation) + FROM plantings + JOIN plants ON plantings.plant_id = plants.id + JOIN ( + -- We need UNION as the relation is bidirectional. + SELECT plant1 AS plant, r1.relation + FROM relations r1 + WHERE plant2 = p_plant_id + AND r1.relation != 'neutral' + UNION + SELECT plant2 AS plant, r2.relation + FROM relations r2 + WHERE plant1 = p_plant_id + AND r2.relation != 'neutral' + ) relations ON plants.id = relations.plant + WHERE plantings.layer_id = p_layer_id + AND (plantings.add_date IS NULL OR plantings.add_date <= date) + AND (plantings.remove_date IS NULL OR plantings.remove_date > date) + ); +END; +$$ LANGUAGE plpgsql; diff --git a/benchmarks/backend/heatmap_sql/pgpass b/benchmarks/backend/heatmap_sql/pgpass new file mode 100644 index 000000000..fa4b33555 --- /dev/null +++ b/benchmarks/backend/heatmap_sql/pgpass @@ -0,0 +1 @@ +db:5432:permaplant:permaplant:permaplant diff --git a/benchmarks/backend/heatmap_sql/profile_large_v0.html b/benchmarks/backend/heatmap_sql/profile_large_v0.html new file mode 100644 index 000000000..9ccfe0c7a --- /dev/null +++ b/benchmarks/backend/heatmap_sql/profile_large_v0.html @@ -0,0 +1,3060 @@ +2 + + + Heatmap + + + + + + +

PL/pgSQL Call Graph

+
+ + + + + + + + + + + + + + Heatmap + + + + Reset Zoom + + + + public.calculate_score_from_shadings() oid=20458 (2,491,928 samples, + 53.62%) + + + + public.calculate_score_from_shadings() oid=20458 + + + + public.scale_score() oid=20455 (4,229 samples, 0.09%) + + + + + + public.calculate_heatmap() oid=20452 (4,647,092 samples, 100.00%) + + + + public.calculate_heatmap() oid=20452 + + + + + public.get_plant_relations() oid=20006 (1,724,695 samples, 37.11%) + + + + public.get_plant_relations() oid=20006 + + + + all (4,647,092 samples, 100%) + + + + + + public.calculate_score() oid=20456 (4,568,739 samples, 98.31%) + + + + public.calculate_score() oid=20456 + + + + + public.calculate_score_from_relations() oid=20457 (2,027,016 + samples, 43.62%) + + + + public.calculate_score_from_relations() oid=20457 + + + +
+

List of functions detailed below

+ +

All 6 functions (by self_time)

+ +

+ Function public.calculate_score_from_shadings() oid=20458 (show) +

+

+ self_time = 2,491,928 µs
+ total_time = 2,491,928 µs +

+ + + + + + + + +
+ public.calculate_score_from_shadings  + + (p_layer_id integer,
 p_plant_id integer,
 date + date,
 x_pos integer,
 y_pos integer) +
+     RETURNS score +
+ + +

+ Function public.get_plant_relations() oid=20006 (show) +

+

+ self_time = 1,724,695 µs
+ total_time = 1,724,695 µs +

+ + + + + + + + +
+ public.get_plant_relations  + + (p_layer_id integer,
 p_plant_id integer,
 date + date) +
+     RETURNS TABLE(x integer, y integer, relation relation_type) +
+ + +

+ Function public.calculate_score_from_relations() oid=20457 (show) +

+

+ self_time = 302,321 µs
+ total_time = 2,027,016 µs +

+ + + + + + + + +
+ public.calculate_score_from_relations  + + (p_layer_id integer,
 p_plant_id integer,
 date + date,
 x_pos integer,
 y_pos integer) +
+     RETURNS score +
+ + +

+ Function public.calculate_heatmap() oid=20452 (show) +

+

+ self_time = 74,124 µs
+ total_time = 4,647,092 µs +

+ + + + + + + + +
+ public.calculate_heatmap  + + (p_map_id integer,
 p_layer_ids integer[],
 p_plant_id + integer,
 date date,
 granularity integer,
 x_min + integer,
 y_min integer,
 x_max integer,
 y_max + integer) +
+     RETURNS TABLE(preference real, relevance real, x integer, y integer) +
+ + +

+ Function public.calculate_score() oid=20456 (show) +

+

+ self_time = 49,795 µs
+ total_time = 4,568,739 µs +

+ + + + + + + + +
+ public.calculate_score  + + (p_map_id integer,
 p_layer_ids integer[],
 p_plant_id + integer,
 date date,
 x_pos integer,
 y_pos + integer) +
+     RETURNS score +
+ + +

+ Function public.scale_score() oid=20455 (show) +

+

+ self_time = 4,229 µs
+ total_time = 4,229 µs +

+ + + + + + + + +
+ public.scale_score  + + (input score) +
+     RETURNS score +
+ + + diff --git a/benchmarks/backend/heatmap_sql/profile_large_v1.html b/benchmarks/backend/heatmap_sql/profile_large_v1.html new file mode 100644 index 000000000..5e85c59b8 --- /dev/null +++ b/benchmarks/backend/heatmap_sql/profile_large_v1.html @@ -0,0 +1,3361 @@ + + + Heatmap + + + + + + +

PL/pgSQL Call Graph

+
+ + + + + + + + + + + + + + Heatmap + + + + Reset Zoom + + + + public.calculate_heatmap() oid=20452 (2,876,528 samples, 100.00%) + + + + public.calculate_heatmap() oid=20452 + + + + public.scale_score() oid=20455 (2,978 samples, 0.10%) + + + + + + public.calculate_score_from_relations() oid=20463 (217,938 samples, + 7.58%) + + + + public.cal.. + + + + + public.calculate_score_from_shadings() oid=20458 (2,535,568 samples, + 88.15%) + + + + public.calculate_score_from_shadings() oid=20458 + + + + + public.calculate_score() oid=20462 (2,797,961 samples, 97.27%) + + + + public.calculate_score() oid=20462 + + + + + public.get_plant_relations_array() oid=20464 (1,139 samples, 0.04%) + + + + + + all (2,876,528 samples, 100%) + + + + +
+

List of functions detailed below

+ +

All 6 functions (by self_time)

+ +

+ Function public.calculate_score_from_shadings() oid=20458 (show) +

+

+ self_time = 2,535,568 µs
+ total_time = 2,535,568 µs +

+ + + + + + + + +
+ public.calculate_score_from_shadings  + + (p_layer_id integer,
 p_plant_id integer,
 date + date,
 x_pos integer,
 y_pos integer) +
+     RETURNS score +
+ + +

+ Function public.calculate_score_from_relations() oid=20463 (show) +

+

+ self_time = 217,938 µs
+ total_time = 217,938 µs +

+ + + + + + + + +
+ public.calculate_score_from_relations  + + (p_layer_id integer,
 p_plant_id integer,
 date + date,
 x_pos integer,
 y_pos integer,
 relations + relations_summary[]) +
+     RETURNS score +
+ + +

+ Function public.calculate_heatmap() oid=20452 (show) +

+

+ self_time = 74,450 µs
+ total_time = 2,876,528 µs +

+ + + + + + + + +
+ public.calculate_heatmap  + + (p_map_id integer,
 p_layer_ids integer[],
 p_plant_id + integer,
 date date,
 granularity integer,
 x_min + integer,
 y_min integer,
 x_max integer,
 y_max + integer) +
+     RETURNS TABLE(preference real, relevance real, x integer, y integer) +
+ + +

+ Function public.calculate_score() oid=20462 (show) +

+

+ self_time = 44,455 µs
+ total_time = 2,797,961 µs +

+ + + + + + + + +
+ public.calculate_score  + + (p_map_id integer,
 p_layer_ids integer[],
 p_plant_id + integer,
 date date,
 x_pos integer,
 y_pos + integer,
 relations_p relations_summary[]) +
+     RETURNS score +
+ + +

+ Function public.scale_score() oid=20455 (show) +

+

+ self_time = 2,978 µs
+ total_time = 2,978 µs +

+ + + + + + + + +
+ public.scale_score  + + (input score) +
+     RETURNS score +
+ + +

+ Function public.get_plant_relations_array() oid=20464 (show) +

+

+ self_time = 1,139 µs
+ total_time = 1,139 µs +

+ + + + + + + + +
+ public.get_plant_relations_array  + + (p_layer_id integer,
 p_plant_id integer,
 date + date) +
+     RETURNS relations_summary[] +
+ + + diff --git a/benchmarks/backend/heatmap_sql/profile_large_v2.html b/benchmarks/backend/heatmap_sql/profile_large_v2.html new file mode 100644 index 000000000..95501eace --- /dev/null +++ b/benchmarks/backend/heatmap_sql/profile_large_v2.html @@ -0,0 +1,2621 @@ + + + Heatmap + + + + + + +

PL/pgSQL Call Graph

+
+ + + + + + + + + + + + + + Heatmap + + + + Reset Zoom + + + + public.calculate_heatmap() oid=20470 (3,192,295 samples, 100.00%) + + + + public.calculate_heatmap() oid=20470 + + + + all (3,192,295 samples, 100%) + + + + + + public.get_plant_relations_array() oid=20472 (1,015 samples, 0.03%) + + + + + +
+

List of functions detailed below

+ +

All 2 functions (by self_time)

+ +

+ Function public.calculate_heatmap() oid=20470 (show) +

+

+ self_time = 3,191,280 µs
+ total_time = 3,192,295 µs +

+ + + + + + + + +
+ public.calculate_heatmap  + + (p_map_id integer,
 p_layer_ids integer[],
 p_plant_id + integer,
 date date,
 granularity integer,
 x_min + integer,
 y_min integer,
 x_max integer,
 y_max + integer) +
+     RETURNS TABLE(preference real, relevance real, x integer, y integer) +
+ + +

+ Function public.get_plant_relations_array() oid=20472 (show) +

+

+ self_time = 1,015 µs
+ total_time = 1,015 µs +

+ + + + + + + + +
+ public.get_plant_relations_array  + + (p_layer_id integer,
 p_plant_id integer,
 date + date) +
+     RETURNS relations_summary[] +
+ + + diff --git a/benchmarks/backend/heatmap_sql/profile_small_v0.html b/benchmarks/backend/heatmap_sql/profile_small_v0.html new file mode 100644 index 000000000..8098b3d5d --- /dev/null +++ b/benchmarks/backend/heatmap_sql/profile_small_v0.html @@ -0,0 +1,3059 @@ + + + Heatmap + + + + + + +

PL/pgSQL Call Graph

+
+ + + + + + + + + + + + + + Heatmap + + + + Reset Zoom + + + + public.calculate_score_from_relations() oid=20431 (2,009,207 + samples, 81.12%) + + + + public.calculate_score_from_relations() oid=20431 + + + + + public.calculate_score() oid=20430 (2,401,315 samples, 96.95%) + + + + public.calculate_score() oid=20430 + + + + + public.calculate_score_from_shadings() oid=20432 (343,443 samples, + 13.87%) + + + + public.calculate_scor.. + + + + public.scale_score() oid=20429 (2,313 samples, 0.09%) + + + + + + public.get_plant_relations() oid=20006 (1,714,006 samples, 69.20%) + + + + public.get_plant_relations() oid=20006 + + + + all (2,476,815 samples, 100%) + + + + + + public.calculate_heatmap() oid=20426 (2,476,815 samples, 100.00%) + + + + public.calculate_heatmap() oid=20426 + + + +
+

List of functions detailed below

+ +

All 6 functions (by self_time)

+ +

+ Function public.get_plant_relations() oid=20006 (show) +

+

+ self_time = 1,714,006 µs
+ total_time = 1,714,006 µs +

+ + + + + + + + +
+ public.get_plant_relations  + + (p_layer_id integer,
 p_plant_id integer,
 date + date) +
+     RETURNS TABLE(x integer, y integer, relation relation_type) +
+ + +

+ Function public.calculate_score_from_shadings() oid=20432 (show) +

+

+ self_time = 343,443 µs
+ total_time = 343,443 µs +

+ + + + + + + + +
+ public.calculate_score_from_shadings  + + (p_layer_id integer,
 p_plant_id integer,
 date + date,
 x_pos integer,
 y_pos integer) +
+     RETURNS score +
+ + +

+ Function public.calculate_score_from_relations() oid=20431 (show) +

+

+ self_time = 295,201 µs
+ total_time = 2,009,207 µs +

+ + + + + + + + +
+ public.calculate_score_from_relations  + + (p_layer_id integer,
 p_plant_id integer,
 date + date,
 x_pos integer,
 y_pos integer) +
+     RETURNS score +
+ + +

+ Function public.calculate_heatmap() oid=20426 (show) +

+

+ self_time = 73,187 µs
+ total_time = 2,476,815 µs +

+ + + + + + + + +
+ public.calculate_heatmap  + + (p_map_id integer,
 p_layer_ids integer[],
 p_plant_id + integer,
 date date,
 granularity integer,
 x_min + integer,
 y_min integer,
 x_max integer,
 y_max + integer) +
+     RETURNS TABLE(preference real, relevance real, x integer, y integer) +
+ + +

+ Function public.calculate_score() oid=20430 (show) +

+

+ self_time = 48,665 µs
+ total_time = 2,401,315 µs +

+ + + + + + + + +
+ public.calculate_score  + + (p_map_id integer,
 p_layer_ids integer[],
 p_plant_id + integer,
 date date,
 x_pos integer,
 y_pos + integer) +
+     RETURNS score +
+ + +

+ Function public.scale_score() oid=20429 (show) +

+

+ self_time = 2,313 µs
+ total_time = 2,313 µs +

+ + + + + + + + +
+ public.scale_score  + + (input score) +
+     RETURNS score +
+ + + diff --git a/benchmarks/backend/heatmap_sql/profile_small_v1.html b/benchmarks/backend/heatmap_sql/profile_small_v1.html new file mode 100644 index 000000000..3a1705cc9 --- /dev/null +++ b/benchmarks/backend/heatmap_sql/profile_small_v1.html @@ -0,0 +1,3361 @@ + + + Heatmap + + + + + + +

PL/pgSQL Call Graph

+
+ + + + + + + + + + + + + + Heatmap + + + + Reset Zoom + + + + public.calculate_score() oid=20436 (511,079 samples, 88.35%) + + + + public.calculate_score() oid=20436 + + + + public.scale_score() oid=20429 (457 samples, 0.08%) + + + + + + public.calculate_score_from_shadings() oid=20432 (272,389 samples, + 47.09%) + + + + public.calculate_score_from_shadings() oid=20432 + + + + all (578,463 samples, 100%) + + + + + + public.calculate_score_from_relations() oid=20437 (196,206 samples, + 33.92%) + + + + public.calculate_score_from_relations() oid=20437 + + + + + public.get_plant_relations_array() oid=20438 (1,177 samples, 0.20%) + + + + + + + public.calculate_heatmap() oid=20426 (578,463 samples, 100.00%) + + + + public.calculate_heatmap() oid=20426 + + + +
+

List of functions detailed below

+ +

All 6 functions (by self_time)

+ +

+ Function public.calculate_score_from_shadings() oid=20432 (show) +

+

+ self_time = 272,389 µs
+ total_time = 272,389 µs +

+ + + + + + + + +
+ public.calculate_score_from_shadings  + + (p_layer_id integer,
 p_plant_id integer,
 date + date,
 x_pos integer,
 y_pos integer) +
+     RETURNS score +
+ + +

+ Function public.calculate_score_from_relations() oid=20437 (show) +

+

+ self_time = 196,206 µs
+ total_time = 196,206 µs +

+ + + + + + + + +
+ public.calculate_score_from_relations  + + (p_layer_id integer,
 p_plant_id integer,
 date + date,
 x_pos integer,
 y_pos integer,
 relations + relations_summary[]) +
+     RETURNS score +
+ + +

+ Function public.calculate_heatmap() oid=20426 (show) +

+

+ self_time = 65,750 µs
+ total_time = 578,463 µs +

+ + + + + + + + +
+ public.calculate_heatmap  + + (p_map_id integer,
 p_layer_ids integer[],
 p_plant_id + integer,
 date date,
 granularity integer,
 x_min + integer,
 y_min integer,
 x_max integer,
 y_max + integer) +
+     RETURNS TABLE(preference real, relevance real, x integer, y integer) +
+ + +

+ Function public.calculate_score() oid=20436 (show) +

+

+ self_time = 42,484 µs
+ total_time = 511,079 µs +

+ + + + + + + + +
+ public.calculate_score  + + (p_map_id integer,
 p_layer_ids integer[],
 p_plant_id + integer,
 date date,
 x_pos integer,
 y_pos + integer,
 relations_p relations_summary[]) +
+     RETURNS score +
+ + +

+ Function public.get_plant_relations_array() oid=20438 (show) +

+

+ self_time = 1,177 µs
+ total_time = 1,177 µs +

+ + + + + + + + +
+ public.get_plant_relations_array  + + (p_layer_id integer,
 p_plant_id integer,
 date + date) +
+     RETURNS relations_summary[] +
+ + +

+ Function public.scale_score() oid=20429 (show) +

+

+ self_time = 457 µs
+ total_time = 457 µs +

+ + + + + + + + +
+ public.scale_score  + + (input score) +
+     RETURNS score +
+ + + diff --git a/benchmarks/backend/heatmap_sql/profile_small_v2.html b/benchmarks/backend/heatmap_sql/profile_small_v2.html new file mode 100644 index 000000000..c973d525d --- /dev/null +++ b/benchmarks/backend/heatmap_sql/profile_small_v2.html @@ -0,0 +1,2621 @@ + + + Heatmap + + + + + + +

PL/pgSQL Call Graph

+
+ + + + + + + + + + + + + + Heatmap + + + + Reset Zoom + + + all (717,115 samples, 100%) + + + + + + public.calculate_heatmap() oid=20452 (717,115 samples, 100.00%) + + + + public.calculate_heatmap() oid=20452 + + + + + public.get_plant_relations_array() oid=20454 (1,021 samples, 0.14%) + + + + + +
+

List of functions detailed below

+ +

All 2 functions (by self_time)

+ +

+ Function public.calculate_heatmap() oid=20452 (show) +

+

+ self_time = 716,094 µs
+ total_time = 717,115 µs +

+ + + + + + + + +
+ public.calculate_heatmap  + + (p_map_id integer,
 p_layer_ids integer[],
 p_plant_id + integer,
 date date,
 granularity integer,
 x_min + integer,
 y_min integer,
 x_max integer,
 y_max + integer) +
+     RETURNS TABLE(preference real, relevance real, x integer, y integer) +
+ + +

+ Function public.get_plant_relations_array() oid=20454 (show) +

+

+ self_time = 1,021 µs
+ total_time = 1,021 µs +

+ + + + + + + + +
+ public.get_plant_relations_array  + + (p_layer_id integer,
 p_plant_id integer,
 date + date) +
+     RETURNS relations_summary[] +
+ + + diff --git a/benchmarks/backend/heatmap_sql/results/result_large_v0.txt b/benchmarks/backend/heatmap_sql/results/result_large_v0.txt new file mode 100644 index 000000000..7c0bd34f4 --- /dev/null +++ b/benchmarks/backend/heatmap_sql/results/result_large_v0.txt @@ -0,0 +1,46 @@ +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION + +Inserting a 1000 shadings map +DELETE 1000 +INSERT 0 1000 +Timing is on. + count +------- + 10000 +(1 row) + +Time: 4641.479 ms (00:04.641) +Timing is on. + count +------- + 10000 +(1 row) + +Time: 4616.774 ms (00:04.617) +Timing is on. + count +------- + 10000 +(1 row) + +Time: 4577.090 ms (00:04.577) +Timing is on. + count +------- + 10000 +(1 row) + +Time: 4604.659 ms (00:04.605) +Timing is on. + count +------- + 10000 +(1 row) + +Time: 4587.410 ms (00:04.587) diff --git a/benchmarks/backend/heatmap_sql/results/result_large_v1.txt b/benchmarks/backend/heatmap_sql/results/result_large_v1.txt new file mode 100644 index 000000000..c7a048b30 --- /dev/null +++ b/benchmarks/backend/heatmap_sql/results/result_large_v1.txt @@ -0,0 +1,56 @@ +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +Patching heatmap algorithm (v1: fetch plant relations once)... +DROP TABLE +CREATE TABLE +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION + +Inserting a 1000 shadings map +DELETE 1000 +INSERT 0 1000 +Timing is on. + count +------- + 10000 +(1 row) + +Time: 2677.813 ms (00:02.678) +Timing is on. + count +------- + 10000 +(1 row) + +Time: 2532.440 ms (00:02.532) +Timing is on. + count +------- + 10000 +(1 row) + +Time: 2531.193 ms (00:02.531) +Timing is on. + count +------- + 10000 +(1 row) + +Time: 2470.111 ms (00:02.470) +Timing is on. + count +------- + 10000 +(1 row) + +Time: 2432.698 ms (00:02.433) diff --git a/benchmarks/backend/heatmap_sql/results/result_large_v2.txt b/benchmarks/backend/heatmap_sql/results/result_large_v2.txt new file mode 100644 index 000000000..04631bab6 --- /dev/null +++ b/benchmarks/backend/heatmap_sql/results/result_large_v2.txt @@ -0,0 +1,56 @@ +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +Patching heatmap algorithm (v2: v1 + inlined) ... +DROP TABLE +CREATE TABLE +DROP FUNCTION +DROP FUNCTION +DROP FUNCTION +DROP FUNCTION +DROP FUNCTION +CREATE FUNCTION +CREATE FUNCTION + +Inserting a 1000 shadings map +DELETE 1000 +INSERT 0 1000 +Timing is on. + count +------- + 10000 +(1 row) + +Time: 3093.119 ms (00:03.093) +Timing is on. + count +------- + 10000 +(1 row) + +Time: 2695.719 ms (00:02.696) +Timing is on. + count +------- + 10000 +(1 row) + +Time: 2667.046 ms (00:02.667) +Timing is on. + count +------- + 10000 +(1 row) + +Time: 2656.293 ms (00:02.656) +Timing is on. + count +------- + 10000 +(1 row) + +Time: 2668.141 ms (00:02.668) diff --git a/benchmarks/backend/heatmap_sql/results/result_small_v0.txt b/benchmarks/backend/heatmap_sql/results/result_small_v0.txt new file mode 100644 index 000000000..9df7c8bfe --- /dev/null +++ b/benchmarks/backend/heatmap_sql/results/result_small_v0.txt @@ -0,0 +1,46 @@ +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION + +Inserting a 10 shadings map +DELETE 10 +INSERT 0 10 +Timing is on. + count +------- + 10000 +(1 row) + +Time: 2297.376 ms (00:02.297) +Timing is on. + count +------- + 10000 +(1 row) + +Time: 2274.311 ms (00:02.274) +Timing is on. + count +------- + 10000 +(1 row) + +Time: 2270.683 ms (00:02.271) +Timing is on. + count +------- + 10000 +(1 row) + +Time: 2273.480 ms (00:02.273) +Timing is on. + count +------- + 10000 +(1 row) + +Time: 2278.747 ms (00:02.279) diff --git a/benchmarks/backend/heatmap_sql/results/result_small_v1.txt b/benchmarks/backend/heatmap_sql/results/result_small_v1.txt new file mode 100644 index 000000000..47768234e --- /dev/null +++ b/benchmarks/backend/heatmap_sql/results/result_small_v1.txt @@ -0,0 +1,56 @@ +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +Patching heatmap algorithm (v1: fetch plant relations once)... +DROP TABLE +CREATE TABLE +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION + +Inserting a 10 shadings map +DELETE 10 +INSERT 0 10 +Timing is on. + count +------- + 10000 +(1 row) + +Time: 519.816 ms +Timing is on. + count +------- + 10000 +(1 row) + +Time: 387.510 ms +Timing is on. + count +------- + 10000 +(1 row) + +Time: 379.885 ms +Timing is on. + count +------- + 10000 +(1 row) + +Time: 380.938 ms +Timing is on. + count +------- + 10000 +(1 row) + +Time: 380.386 ms diff --git a/benchmarks/backend/heatmap_sql/results/result_small_v2.txt b/benchmarks/backend/heatmap_sql/results/result_small_v2.txt new file mode 100644 index 000000000..782de141f --- /dev/null +++ b/benchmarks/backend/heatmap_sql/results/result_small_v2.txt @@ -0,0 +1,56 @@ +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +CREATE FUNCTION +Patching heatmap algorithm (v2: v1 + inlined) ... +DROP TABLE +CREATE TABLE +DROP FUNCTION +DROP FUNCTION +DROP FUNCTION +DROP FUNCTION +DROP FUNCTION +CREATE FUNCTION +CREATE FUNCTION + +Inserting a 10 shadings map +DELETE 10 +INSERT 0 10 +Timing is on. + count +------- + 10000 +(1 row) + +Time: 685.286 ms +Timing is on. + count +------- + 10000 +(1 row) + +Time: 251.292 ms +Timing is on. + count +------- + 10000 +(1 row) + +Time: 251.927 ms +Timing is on. + count +------- + 10000 +(1 row) + +Time: 250.995 ms +Timing is on. + count +------- + 10000 +(1 row) + +Time: 251.201 ms diff --git a/benchmarks/backend/heatmap_sql/run_profiler.sh b/benchmarks/backend/heatmap_sql/run_profiler.sh new file mode 100755 index 000000000..11dcecc50 --- /dev/null +++ b/benchmarks/backend/heatmap_sql/run_profiler.sh @@ -0,0 +1,59 @@ +#!/usr/bin/env bash + +# make sure plprofiler is installed +# sudo pip install git+https://github.com/bigsql/plprofiler/#subdirectory=python-plprofiler + +cd benchmarks/backend/heatmap_sql + +DATABASE_NAME="permaplant" +DATABASE_USER="permaplant" + +# restore original heatmap algorithm (v0) +PGPASSWORD=permaplant psql -h localhost -p 5432 -U $DATABASE_USER -d $DATABASE_NAME -f heatmap_v0_original.sql + +# patch heatmap algorithm to v1 +if [ "$1" == "--v1" ]; then + echo "Patching heatmap algorithm (v1: fetch plant relations once)..." + PGPASSWORD=permaplant psql -h localhost -p 5432 -U $DATABASE_USER -d $DATABASE_NAME -f heatmap_v1_relations_once.sql +fi + +# patch heatmap algorithm to v2 +if [ "$1" == "--v2" ]; then + echo "Patching heatmap algorithm (v2: v1 + inlined) ..." + PGPASSWORD=permaplant psql -h localhost -p 5432 -U $DATABASE_USER -d $DATABASE_NAME -f heatmap_v2_inlined.sql +fi + +read -n 1 -p "Do you want to profile a 10, 100 or 1000 shadings map? (s/m/l) " opt; +case $opt in + s|S) + printf "\nInserting a 10 shadings map\n" + PGPASSWORD=permaplant psql -h localhost -p 5432 -U $DATABASE_USER -d $DATABASE_NAME -f setup_data/insert_10_shadings.sql + ;; + m|M) + printf "\nInserting a 100 shadings map\n" + PGPASSWORD=permaplant psql -h localhost -p 5432 -U $DATABASE_USER -d $DATABASE_NAME -f setup_data/insert_100_shadings.sql + ;; + l|L) + printf "\nInserting a 1000 shadings map\n" + PGPASSWORD=permaplant psql -h localhost -p 5432 -U $DATABASE_USER -d $DATABASE_NAME -f setup_data/insert_1000_shadings.sql + ;; +esac + +PGPASSWORD=permaplant plprofiler run --command \ + "select count(*) from calculate_heatmap(1, '{2,3}', 355, '2024-03-03', 100, 0, 0, 10000, 10000);" \ + --name="Heatmap" --title="Heatmap" --desc="" \ + --output profile.html -h localhost -d $DATABASE_NAME -U $DATABASE_USER + + +# 23 2024-03-03 21:57:23.344 UTC [1277] DETAIL: parameters: $1 = '1', $2 = '{2,3}', $3 = '2921', $4 = '2024-03-03', $5 = '100', $6 = '0', $7 = '0', $8 = '10000', $9 = '10000' +# 2024-03-03 22:57:23 2024-03-03 21:57:23.344 UTC [1277] LOG: execute s50: SELECT * FROM calculate_heatmap($1, $2, $3, $4, $5, $6, $7, $8, $9) +# +# p_map_id INTEGER, +# p_layer_ids INTEGER [], +# p_plant_id INTEGER, +# date DATE, +# granularity INTEGER, +# x_min INTEGER, +# y_min INTEGER, +# x_max INTEGER, +# y_max INTEGER diff --git a/benchmarks/backend/heatmap_sql/run_queries.sh b/benchmarks/backend/heatmap_sql/run_queries.sh new file mode 100755 index 000000000..f087492c8 --- /dev/null +++ b/benchmarks/backend/heatmap_sql/run_queries.sh @@ -0,0 +1,69 @@ +#!/usr/bin/env bash + +cd benchmarks/backend/heatmap_sql + +DATABASE_NAME="permaplant" +DATABASE_USER="permaplant" + +# restore original heatmap algorithm (v0) +PGPASSWORD=permaplant psql -h localhost -p 5432 -U $DATABASE_USER -d $DATABASE_NAME -f heatmap_v0_original.sql + +# patch heatmap algorithm to v1 +if [ "$1" == "--v1" ]; then + echo "Patching heatmap algorithm (v1: fetch plant relations once)..." + PGPASSWORD=permaplant psql -h localhost -p 5432 -U $DATABASE_USER -d $DATABASE_NAME -f heatmap_v1_relations_once.sql +fi + +# patch heatmap algorithm to v2 +if [ "$1" == "--v2" ]; then + echo "Patching heatmap algorithm (v2: v1 + inlined) ..." + PGPASSWORD=permaplant psql -h localhost -p 5432 -U $DATABASE_USER -d $DATABASE_NAME -f heatmap_v2_inlined.sql +fi + +read -n 1 -p "Do you want to benchmark a 10, 100 or 1000 shadings map? (s/m/l) " opt; +case $opt in + s|S) + printf "\nInserting a 10 shadings map\n" + PGPASSWORD=permaplant psql -h localhost -p 5432 -U $DATABASE_USER -d $DATABASE_NAME -f setup_data/insert_10_shadings.sql + ;; + m|M) + printf "\nInserting a 100 shadings map\n" + PGPASSWORD=permaplant psql -h localhost -p 5432 -U $DATABASE_USER -d $DATABASE_NAME -f setup_data/insert_100_shadings.sql + ;; + l|L) + printf "\nInserting a 1000 shadings map\n" + PGPASSWORD=permaplant psql -h localhost -p 5432 -U $DATABASE_USER -d $DATABASE_NAME -f setup_data/insert_1000_shadings.sql + ;; +esac + + +DATABASE_NAME="permaplant" +DATABASE_USER="permaplant" + +PGPASSWORD=permaplant psql -h localhost -p 5432 -U $DATABASE_USER -d $DATABASE_NAME -c "\timing" -c " +select count(*) from calculate_heatmap(1, '{2,3}', 355, '2024-03-03', 100, 0, 0, 10000, 10000); +" +PGPASSWORD=permaplant psql -h localhost -p 5432 -U $DATABASE_USER -d $DATABASE_NAME -c "\timing" -c " +select count(*) from calculate_heatmap(1, '{2,3}', 2921, '2024-03-03', 100, 0, 0, 10000, 10000); +" +PGPASSWORD=permaplant psql -h localhost -p 5432 -U $DATABASE_USER -d $DATABASE_NAME -c "\timing" -c " +select count(*) from calculate_heatmap(1, '{2,3}', 2921, '2024-03-03', 100, 0, 0, 10000, 10000); +" +PGPASSWORD=permaplant psql -h localhost -p 5432 -U $DATABASE_USER -d $DATABASE_NAME -c "\timing" -c " +select count(*) from calculate_heatmap(1, '{2,3}', 2921, '2024-03-03', 100, 0, 0, 10000, 10000); +" +PGPASSWORD=permaplant psql -h localhost -p 5432 -U $DATABASE_USER -d $DATABASE_NAME -c "\timing" -c " +select count(*) from calculate_heatmap(1, '{2,3}', 2921, '2024-03-03', 100, 0, 0, 10000, 10000); +" +# 23 2024-03-03 21:57:23.344 UTC [1277] DETAIL: parameters: $1 = '1', $2 = '{2,3}', $3 = '2921', $4 = '2024-03-03', $5 = '100', $6 = '0', $7 = '0', $8 = '10000', $9 = '10000' +# 2024-03-03 22:57:23 2024-03-03 21:57:23.344 UTC [1277] LOG: execute s50: SELECT * FROM calculate_heatmap($1, $2, $3, $4, $5, $6, $7, $8, $9) +# +# p_map_id INTEGER, +# p_layer_ids INTEGER [], +# p_plant_id INTEGER, +# date DATE, +# granularity INTEGER, +# x_min INTEGER, +# y_min INTEGER, +# x_max INTEGER, +# y_max INTEGER diff --git a/benchmarks/backend/heatmap_sql/servers.json b/benchmarks/backend/heatmap_sql/servers.json new file mode 100644 index 000000000..ec505d8da --- /dev/null +++ b/benchmarks/backend/heatmap_sql/servers.json @@ -0,0 +1,14 @@ +{ + "Servers": { + "1": { + "Name": "permaplant", + "Group": "Servers", + "Host": "benchmark-postgis", + "Port": 5432, + "MaintenanceDB": "postgres", + "Username": "permaplant", + "PassFile": "/pgpass", + "SSLMode": "prefer" + } + } +} diff --git a/benchmarks/backend/heatmap_sql/setup.sh b/benchmarks/backend/heatmap_sql/setup.sh new file mode 100755 index 000000000..34b7e663d --- /dev/null +++ b/benchmarks/backend/heatmap_sql/setup.sh @@ -0,0 +1,39 @@ +#!/usr/bin/env bash + +# rm docker container with name postgis +# set compose file env var +COMPOSE_FILE=docker-compose.yml +cd benchmarks/backend/heatmap_sql + +printf "Creating database container\n" +docker compose stop +docker compose rm -f + +docker volume rm -f heatmap_sql_pgadmin-data-benchmark +docker volume rm -f heatmap_sql_postgis-data-benchmark + +# Start the database +# docker run -d --name postgis -e POSTGRES_PASSWORD=permaplant -e POSTGRES_USER=permaplant -p 5432:5432 postgis/postgis:13-3.1 +docker compose up --build -d + +printf "Waiting for database container to start\n" + +sleep 10 +cd ../../../backend +LC_ALL=C diesel setup +LC_ALL=C diesel migration run + +# Insert data +cd ../scraper && npm run insert + +DATABASE_NAME="permaplant" +DATABASE_USER="permaplant" + +printf "Inserting map data\n" +PGPASSWORD=permaplant psql -h localhost -p 5432 -U $DATABASE_USER -d $DATABASE_NAME -f ../benchmarks/backend/heatmap_sql/large_map.sql + + +read -n 1 -p "Inserted all data, start run_queries.sh to start benchmark" + +# Collect db logs +# docker logs postgis > postgis.log 2>&1 diff --git a/benchmarks/backend/heatmap_sql/setup_data/insert_1000_shadings.sql b/benchmarks/backend/heatmap_sql/setup_data/insert_1000_shadings.sql new file mode 100644 index 000000000..732e5f5b3 --- /dev/null +++ b/benchmarks/backend/heatmap_sql/setup_data/insert_1000_shadings.sql @@ -0,0 +1,1002 @@ +DELETE FROM public.shadings WHERE layer_id = 3; +INSERT INTO public.shadings (id, layer_id, geometry, shade, add_date, remove_date) VALUES +('e6622aab-dc5d-4865-89d2-000000000000', 3, ST_GeomFromText('POLYGON((0 0, 100 0, 100 100, 0 100, 0 0))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000001', 3, ST_GeomFromText('POLYGON((150 0, 250 0, 250 100, 150 100, 150 0))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000002', 3, ST_GeomFromText('POLYGON((300 0, 400 0, 400 100, 300 100, 300 0))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000003', 3, ST_GeomFromText('POLYGON((450 0, 550 0, 550 100, 450 100, 450 0))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000004', 3, ST_GeomFromText('POLYGON((600 0, 700 0, 700 100, 600 100, 600 0))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000005', 3, ST_GeomFromText('POLYGON((750 0, 850 0, 850 100, 750 100, 750 0))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000006', 3, ST_GeomFromText('POLYGON((900 0, 1000 0, 1000 100, 900 100, 900 0))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000007', 3, ST_GeomFromText('POLYGON((1050 0, 1150 0, 1150 100, 1050 100, 1050 0))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000008', 3, ST_GeomFromText('POLYGON((1200 0, 1300 0, 1300 100, 1200 100, 1200 0))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000009', 3, ST_GeomFromText('POLYGON((1350 0, 1450 0, 1450 100, 1350 100, 1350 0))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000010', 3, ST_GeomFromText('POLYGON((1500 0, 1600 0, 1600 100, 1500 100, 1500 0))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000011', 3, ST_GeomFromText('POLYGON((1650 0, 1750 0, 1750 100, 1650 100, 1650 0))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000012', 3, ST_GeomFromText('POLYGON((1800 0, 1900 0, 1900 100, 1800 100, 1800 0))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000013', 3, ST_GeomFromText('POLYGON((1950 0, 2050 0, 2050 100, 1950 100, 1950 0))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000014', 3, ST_GeomFromText('POLYGON((2100 0, 2200 0, 2200 100, 2100 100, 2100 0))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000015', 3, ST_GeomFromText('POLYGON((2250 0, 2350 0, 2350 100, 2250 100, 2250 0))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000016', 3, ST_GeomFromText('POLYGON((2400 0, 2500 0, 2500 100, 2400 100, 2400 0))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000017', 3, ST_GeomFromText('POLYGON((2550 0, 2650 0, 2650 100, 2550 100, 2550 0))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000018', 3, ST_GeomFromText('POLYGON((2700 0, 2800 0, 2800 100, 2700 100, 2700 0))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000019', 3, ST_GeomFromText('POLYGON((2850 0, 2950 0, 2950 100, 2850 100, 2850 0))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000020', 3, ST_GeomFromText('POLYGON((3000 0, 3100 0, 3100 100, 3000 100, 3000 0))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000021', 3, ST_GeomFromText('POLYGON((3150 0, 3250 0, 3250 100, 3150 100, 3150 0))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000022', 3, ST_GeomFromText('POLYGON((3300 0, 3400 0, 3400 100, 3300 100, 3300 0))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000023', 3, ST_GeomFromText('POLYGON((3450 0, 3550 0, 3550 100, 3450 100, 3450 0))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000024', 3, ST_GeomFromText('POLYGON((3600 0, 3700 0, 3700 100, 3600 100, 3600 0))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000025', 3, ST_GeomFromText('POLYGON((3750 0, 3850 0, 3850 100, 3750 100, 3750 0))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000026', 3, ST_GeomFromText('POLYGON((3900 0, 4000 0, 4000 100, 3900 100, 3900 0))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000027', 3, ST_GeomFromText('POLYGON((4050 0, 4150 0, 4150 100, 4050 100, 4050 0))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000028', 3, ST_GeomFromText('POLYGON((4200 0, 4300 0, 4300 100, 4200 100, 4200 0))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000029', 3, ST_GeomFromText('POLYGON((4350 0, 4450 0, 4450 100, 4350 100, 4350 0))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000030', 3, ST_GeomFromText('POLYGON((4500 0, 4600 0, 4600 100, 4500 100, 4500 0))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000031', 3, ST_GeomFromText('POLYGON((4650 0, 4750 0, 4750 100, 4650 100, 4650 0))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000032', 3, ST_GeomFromText('POLYGON((4800 0, 4900 0, 4900 100, 4800 100, 4800 0))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000033', 3, ST_GeomFromText('POLYGON((4950 0, 5050 0, 5050 100, 4950 100, 4950 0))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000034', 3, ST_GeomFromText('POLYGON((5100 0, 5200 0, 5200 100, 5100 100, 5100 0))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000035', 3, ST_GeomFromText('POLYGON((5250 0, 5350 0, 5350 100, 5250 100, 5250 0))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000036', 3, ST_GeomFromText('POLYGON((5400 0, 5500 0, 5500 100, 5400 100, 5400 0))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000037', 3, ST_GeomFromText('POLYGON((5550 0, 5650 0, 5650 100, 5550 100, 5550 0))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000038', 3, ST_GeomFromText('POLYGON((5700 0, 5800 0, 5800 100, 5700 100, 5700 0))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000039', 3, ST_GeomFromText('POLYGON((5850 0, 5950 0, 5950 100, 5850 100, 5850 0))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000040', 3, ST_GeomFromText('POLYGON((6000 0, 6100 0, 6100 100, 6000 100, 6000 0))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000041', 3, ST_GeomFromText('POLYGON((6150 0, 6250 0, 6250 100, 6150 100, 6150 0))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000042', 3, ST_GeomFromText('POLYGON((6300 0, 6400 0, 6400 100, 6300 100, 6300 0))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000043', 3, ST_GeomFromText('POLYGON((6450 0, 6550 0, 6550 100, 6450 100, 6450 0))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000044', 3, ST_GeomFromText('POLYGON((6600 0, 6700 0, 6700 100, 6600 100, 6600 0))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000045', 3, ST_GeomFromText('POLYGON((6750 0, 6850 0, 6850 100, 6750 100, 6750 0))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000046', 3, ST_GeomFromText('POLYGON((6900 0, 7000 0, 7000 100, 6900 100, 6900 0))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000047', 3, ST_GeomFromText('POLYGON((7050 0, 7150 0, 7150 100, 7050 100, 7050 0))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000048', 3, ST_GeomFromText('POLYGON((7200 0, 7300 0, 7300 100, 7200 100, 7200 0))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000049', 3, ST_GeomFromText('POLYGON((7350 0, 7450 0, 7450 100, 7350 100, 7350 0))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000050', 3, ST_GeomFromText('POLYGON((7500 0, 7600 0, 7600 100, 7500 100, 7500 0))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000051', 3, ST_GeomFromText('POLYGON((7650 0, 7750 0, 7750 100, 7650 100, 7650 0))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000052', 3, ST_GeomFromText('POLYGON((7800 0, 7900 0, 7900 100, 7800 100, 7800 0))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000053', 3, ST_GeomFromText('POLYGON((7950 0, 8050 0, 8050 100, 7950 100, 7950 0))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000054', 3, ST_GeomFromText('POLYGON((8100 0, 8200 0, 8200 100, 8100 100, 8100 0))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000055', 3, ST_GeomFromText('POLYGON((8250 0, 8350 0, 8350 100, 8250 100, 8250 0))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000056', 3, ST_GeomFromText('POLYGON((8400 0, 8500 0, 8500 100, 8400 100, 8400 0))'), 'light 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0, 9550 0, 9550 100, 9450 100, 9450 0))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000064', 3, ST_GeomFromText('POLYGON((9600 0, 9700 0, 9700 100, 9600 100, 9600 0))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000065', 3, ST_GeomFromText('POLYGON((9750 0, 9850 0, 9850 100, 9750 100, 9750 0))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000066', 3, ST_GeomFromText('POLYGON((0 150, 100 150, 100 250, 0 250, 0 150))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000067', 3, ST_GeomFromText('POLYGON((150 150, 250 150, 250 250, 150 250, 150 150))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000068', 3, ST_GeomFromText('POLYGON((300 150, 400 150, 400 250, 300 250, 300 150))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000069', 3, ST_GeomFromText('POLYGON((450 150, 550 150, 550 250, 450 250, 450 150))'), 'partial shade', NULL, NULL), 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ST_GeomFromText('POLYGON((1500 150, 1600 150, 1600 250, 1500 250, 1500 150))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000077', 3, ST_GeomFromText('POLYGON((1650 150, 1750 150, 1750 250, 1650 250, 1650 150))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000078', 3, ST_GeomFromText('POLYGON((1800 150, 1900 150, 1900 250, 1800 250, 1800 150))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000079', 3, ST_GeomFromText('POLYGON((1950 150, 2050 150, 2050 250, 1950 250, 1950 150))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000080', 3, ST_GeomFromText('POLYGON((2100 150, 2200 150, 2200 250, 2100 250, 2100 150))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000081', 3, ST_GeomFromText('POLYGON((2250 150, 2350 150, 2350 250, 2250 250, 2250 150))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000082', 3, ST_GeomFromText('POLYGON((2400 150, 2500 150, 2500 250, 2400 250, 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3750 2200, 3750 2100))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000950', 3, ST_GeomFromText('POLYGON((3900 2100, 4000 2100, 4000 2200, 3900 2200, 3900 2100))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000951', 3, ST_GeomFromText('POLYGON((4050 2100, 4150 2100, 4150 2200, 4050 2200, 4050 2100))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000952', 3, ST_GeomFromText('POLYGON((4200 2100, 4300 2100, 4300 2200, 4200 2200, 4200 2100))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000953', 3, ST_GeomFromText('POLYGON((4350 2100, 4450 2100, 4450 2200, 4350 2200, 4350 2100))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000954', 3, ST_GeomFromText('POLYGON((4500 2100, 4600 2100, 4600 2200, 4500 2200, 4500 2100))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000955', 3, ST_GeomFromText('POLYGON((4650 2100, 4750 2100, 4750 2200, 4650 2200, 4650 2100))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000956', 3, ST_GeomFromText('POLYGON((4800 2100, 4900 2100, 4900 2200, 4800 2200, 4800 2100))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000957', 3, ST_GeomFromText('POLYGON((4950 2100, 5050 2100, 5050 2200, 4950 2200, 4950 2100))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000958', 3, ST_GeomFromText('POLYGON((5100 2100, 5200 2100, 5200 2200, 5100 2200, 5100 2100))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000959', 3, ST_GeomFromText('POLYGON((5250 2100, 5350 2100, 5350 2200, 5250 2200, 5250 2100))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000960', 3, ST_GeomFromText('POLYGON((5400 2100, 5500 2100, 5500 2200, 5400 2200, 5400 2100))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000961', 3, ST_GeomFromText('POLYGON((5550 2100, 5650 2100, 5650 2200, 5550 2200, 5550 2100))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000962', 3, ST_GeomFromText('POLYGON((5700 2100, 5800 2100, 5800 2200, 5700 2200, 5700 2100))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000963', 3, ST_GeomFromText('POLYGON((5850 2100, 5950 2100, 5950 2200, 5850 2200, 5850 2100))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000964', 3, ST_GeomFromText('POLYGON((6000 2100, 6100 2100, 6100 2200, 6000 2200, 6000 2100))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000965', 3, ST_GeomFromText('POLYGON((6150 2100, 6250 2100, 6250 2200, 6150 2200, 6150 2100))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000966', 3, ST_GeomFromText('POLYGON((6300 2100, 6400 2100, 6400 2200, 6300 2200, 6300 2100))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000967', 3, ST_GeomFromText('POLYGON((6450 2100, 6550 2100, 6550 2200, 6450 2200, 6450 2100))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000968', 3, ST_GeomFromText('POLYGON((6600 2100, 6700 2100, 6700 2200, 6600 2200, 6600 2100))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000969', 3, ST_GeomFromText('POLYGON((6750 2100, 6850 2100, 6850 2200, 6750 2200, 6750 2100))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000970', 3, ST_GeomFromText('POLYGON((6900 2100, 7000 2100, 7000 2200, 6900 2200, 6900 2100))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000971', 3, ST_GeomFromText('POLYGON((7050 2100, 7150 2100, 7150 2200, 7050 2200, 7050 2100))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000972', 3, ST_GeomFromText('POLYGON((7200 2100, 7300 2100, 7300 2200, 7200 2200, 7200 2100))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000973', 3, ST_GeomFromText('POLYGON((7350 2100, 7450 2100, 7450 2200, 7350 2200, 7350 2100))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000974', 3, ST_GeomFromText('POLYGON((7500 2100, 7600 2100, 7600 2200, 7500 2200, 7500 2100))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000975', 3, ST_GeomFromText('POLYGON((7650 2100, 7750 2100, 7750 2200, 7650 2200, 7650 2100))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000976', 3, ST_GeomFromText('POLYGON((7800 2100, 7900 2100, 7900 2200, 7800 2200, 7800 2100))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000977', 3, ST_GeomFromText('POLYGON((7950 2100, 8050 2100, 8050 2200, 7950 2200, 7950 2100))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000978', 3, ST_GeomFromText('POLYGON((8100 2100, 8200 2100, 8200 2200, 8100 2200, 8100 2100))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000979', 3, ST_GeomFromText('POLYGON((8250 2100, 8350 2100, 8350 2200, 8250 2200, 8250 2100))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000980', 3, ST_GeomFromText('POLYGON((8400 2100, 8500 2100, 8500 2200, 8400 2200, 8400 2100))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000981', 3, ST_GeomFromText('POLYGON((8550 2100, 8650 2100, 8650 2200, 8550 2200, 8550 2100))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000982', 3, ST_GeomFromText('POLYGON((8700 2100, 8800 2100, 8800 2200, 8700 2200, 8700 2100))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000983', 3, ST_GeomFromText('POLYGON((8850 2100, 8950 2100, 8950 2200, 8850 2200, 8850 2100))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000984', 3, ST_GeomFromText('POLYGON((9000 2100, 9100 2100, 9100 2200, 9000 2200, 9000 2100))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000985', 3, ST_GeomFromText('POLYGON((9150 2100, 9250 2100, 9250 2200, 9150 2200, 9150 2100))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000986', 3, ST_GeomFromText('POLYGON((9300 2100, 9400 2100, 9400 2200, 9300 2200, 9300 2100))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000987', 3, ST_GeomFromText('POLYGON((9450 2100, 9550 2100, 9550 2200, 9450 2200, 9450 2100))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000988', 3, ST_GeomFromText('POLYGON((9600 2100, 9700 2100, 9700 2200, 9600 2200, 9600 2100))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000989', 3, ST_GeomFromText('POLYGON((9750 2100, 9850 2100, 9850 2200, 9750 2200, 9750 2100))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000990', 3, ST_GeomFromText('POLYGON((0 2250, 100 2250, 100 2350, 0 2350, 0 2250))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000991', 3, ST_GeomFromText('POLYGON((150 2250, 250 2250, 250 2350, 150 2350, 150 2250))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000992', 3, ST_GeomFromText('POLYGON((300 2250, 400 2250, 400 2350, 300 2350, 300 2250))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000993', 3, ST_GeomFromText('POLYGON((450 2250, 550 2250, 550 2350, 450 2350, 450 2250))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000994', 3, ST_GeomFromText('POLYGON((600 2250, 700 2250, 700 2350, 600 2350, 600 2250))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000995', 3, ST_GeomFromText('POLYGON((750 2250, 850 2250, 850 2350, 750 2350, 750 2250))'), 'permanent deep shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000996', 3, ST_GeomFromText('POLYGON((900 2250, 1000 2250, 1000 2350, 900 2350, 900 2250))'), 'light shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000997', 3, ST_GeomFromText('POLYGON((1050 2250, 1150 2250, 1150 2350, 1050 2350, 1050 2250))'), 'partial shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000998', 3, ST_GeomFromText('POLYGON((1200 2250, 1300 2250, 1300 2350, 1200 2350, 1200 2250))'), 'permanent shade', NULL, NULL), +('e6622aab-dc5d-4865-89d2-000000000999', 3, ST_GeomFromText('POLYGON((1350 2250, 1450 2250, 1450 2350, 1350 2350, 1350 2250))'), 'permanent deep shade', NULL, NULL); diff --git a/benchmarks/backend/heatmap_sql/setup_data/insert_100_shadings.sql b/benchmarks/backend/heatmap_sql/setup_data/insert_100_shadings.sql new file mode 100644 index 000000000..e2164d61b --- /dev/null +++ b/benchmarks/backend/heatmap_sql/setup_data/insert_100_shadings.sql @@ -0,0 +1,802 @@ +DELETE FROM public.shadings WHERE layer_id = 3; +INSERT INTO public.shadings (id, layer_id, geometry, shade, add_date, remove_date) VALUES +( + 'e6622aab-dc5d-4865-89d2-000000000000', + 3, + st_geomfromtext('POLYGON((0 0, 100 0, 100 100, 0 100, 0 0))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000001', + 3, + st_geomfromtext('POLYGON((150 0, 250 0, 250 100, 150 100, 150 0))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000002', + 3, + st_geomfromtext('POLYGON((300 0, 400 0, 400 100, 300 100, 300 0))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000003', + 3, + st_geomfromtext('POLYGON((450 0, 550 0, 550 100, 450 100, 450 0))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000004', + 3, + st_geomfromtext('POLYGON((600 0, 700 0, 700 100, 600 100, 600 0))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000005', + 3, + st_geomfromtext('POLYGON((750 0, 850 0, 850 100, 750 100, 750 0))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000006', + 3, + st_geomfromtext('POLYGON((900 0, 1000 0, 1000 100, 900 100, 900 0))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000007', + 3, + st_geomfromtext('POLYGON((1050 0, 1150 0, 1150 100, 1050 100, 1050 0))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000008', + 3, + st_geomfromtext('POLYGON((1200 0, 1300 0, 1300 100, 1200 100, 1200 0))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000009', + 3, + st_geomfromtext('POLYGON((1350 0, 1450 0, 1450 100, 1350 100, 1350 0))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000010', + 3, + st_geomfromtext('POLYGON((1500 0, 1600 0, 1600 100, 1500 100, 1500 0))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000011', + 3, + st_geomfromtext('POLYGON((1650 0, 1750 0, 1750 100, 1650 100, 1650 0))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000012', + 3, + st_geomfromtext('POLYGON((1800 0, 1900 0, 1900 100, 1800 100, 1800 0))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000013', + 3, + st_geomfromtext('POLYGON((1950 0, 2050 0, 2050 100, 1950 100, 1950 0))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000014', + 3, + st_geomfromtext('POLYGON((2100 0, 2200 0, 2200 100, 2100 100, 2100 0))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000015', + 3, + st_geomfromtext('POLYGON((2250 0, 2350 0, 2350 100, 2250 100, 2250 0))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000016', + 3, + st_geomfromtext('POLYGON((2400 0, 2500 0, 2500 100, 2400 100, 2400 0))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000017', + 3, + st_geomfromtext('POLYGON((2550 0, 2650 0, 2650 100, 2550 100, 2550 0))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000018', + 3, + st_geomfromtext('POLYGON((2700 0, 2800 0, 2800 100, 2700 100, 2700 0))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000019', + 3, + st_geomfromtext('POLYGON((2850 0, 2950 0, 2950 100, 2850 100, 2850 0))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000020', + 3, + st_geomfromtext('POLYGON((3000 0, 3100 0, 3100 100, 3000 100, 3000 0))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000021', + 3, + st_geomfromtext('POLYGON((3150 0, 3250 0, 3250 100, 3150 100, 3150 0))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000022', + 3, + st_geomfromtext('POLYGON((3300 0, 3400 0, 3400 100, 3300 100, 3300 0))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000023', + 3, + st_geomfromtext('POLYGON((3450 0, 3550 0, 3550 100, 3450 100, 3450 0))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000024', + 3, + st_geomfromtext('POLYGON((3600 0, 3700 0, 3700 100, 3600 100, 3600 0))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000025', + 3, + st_geomfromtext('POLYGON((3750 0, 3850 0, 3850 100, 3750 100, 3750 0))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000026', + 3, + st_geomfromtext('POLYGON((3900 0, 4000 0, 4000 100, 3900 100, 3900 0))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000027', + 3, + st_geomfromtext('POLYGON((4050 0, 4150 0, 4150 100, 4050 100, 4050 0))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000028', + 3, + st_geomfromtext('POLYGON((4200 0, 4300 0, 4300 100, 4200 100, 4200 0))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000029', + 3, + st_geomfromtext('POLYGON((4350 0, 4450 0, 4450 100, 4350 100, 4350 0))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000030', + 3, + st_geomfromtext('POLYGON((4500 0, 4600 0, 4600 100, 4500 100, 4500 0))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000031', + 3, + st_geomfromtext('POLYGON((4650 0, 4750 0, 4750 100, 4650 100, 4650 0))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000032', + 3, + st_geomfromtext('POLYGON((4800 0, 4900 0, 4900 100, 4800 100, 4800 0))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000033', + 3, + st_geomfromtext('POLYGON((4950 0, 5050 0, 5050 100, 4950 100, 4950 0))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000034', + 3, + st_geomfromtext('POLYGON((5100 0, 5200 0, 5200 100, 5100 100, 5100 0))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000035', + 3, + st_geomfromtext('POLYGON((5250 0, 5350 0, 5350 100, 5250 100, 5250 0))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000036', + 3, + st_geomfromtext('POLYGON((5400 0, 5500 0, 5500 100, 5400 100, 5400 0))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000037', + 3, + st_geomfromtext('POLYGON((5550 0, 5650 0, 5650 100, 5550 100, 5550 0))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000038', + 3, + st_geomfromtext('POLYGON((5700 0, 5800 0, 5800 100, 5700 100, 5700 0))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000039', + 3, + st_geomfromtext('POLYGON((5850 0, 5950 0, 5950 100, 5850 100, 5850 0))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000040', + 3, + st_geomfromtext('POLYGON((6000 0, 6100 0, 6100 100, 6000 100, 6000 0))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000041', + 3, + st_geomfromtext('POLYGON((6150 0, 6250 0, 6250 100, 6150 100, 6150 0))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000042', + 3, + st_geomfromtext('POLYGON((6300 0, 6400 0, 6400 100, 6300 100, 6300 0))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000043', + 3, + st_geomfromtext('POLYGON((6450 0, 6550 0, 6550 100, 6450 100, 6450 0))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000044', + 3, + st_geomfromtext('POLYGON((6600 0, 6700 0, 6700 100, 6600 100, 6600 0))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000045', + 3, + st_geomfromtext('POLYGON((6750 0, 6850 0, 6850 100, 6750 100, 6750 0))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000046', + 3, + st_geomfromtext('POLYGON((6900 0, 7000 0, 7000 100, 6900 100, 6900 0))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000047', + 3, + st_geomfromtext('POLYGON((7050 0, 7150 0, 7150 100, 7050 100, 7050 0))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000048', + 3, + st_geomfromtext('POLYGON((7200 0, 7300 0, 7300 100, 7200 100, 7200 0))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000049', + 3, + st_geomfromtext('POLYGON((7350 0, 7450 0, 7450 100, 7350 100, 7350 0))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000050', + 3, + st_geomfromtext('POLYGON((7500 0, 7600 0, 7600 100, 7500 100, 7500 0))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000051', + 3, + st_geomfromtext('POLYGON((7650 0, 7750 0, 7750 100, 7650 100, 7650 0))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000052', + 3, + st_geomfromtext('POLYGON((7800 0, 7900 0, 7900 100, 7800 100, 7800 0))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000053', + 3, + st_geomfromtext('POLYGON((7950 0, 8050 0, 8050 100, 7950 100, 7950 0))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000054', + 3, + st_geomfromtext('POLYGON((8100 0, 8200 0, 8200 100, 8100 100, 8100 0))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000055', + 3, + st_geomfromtext('POLYGON((8250 0, 8350 0, 8350 100, 8250 100, 8250 0))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000056', + 3, + st_geomfromtext('POLYGON((8400 0, 8500 0, 8500 100, 8400 100, 8400 0))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000057', + 3, + st_geomfromtext('POLYGON((8550 0, 8650 0, 8650 100, 8550 100, 8550 0))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000058', + 3, + st_geomfromtext('POLYGON((8700 0, 8800 0, 8800 100, 8700 100, 8700 0))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000059', + 3, + st_geomfromtext('POLYGON((8850 0, 8950 0, 8950 100, 8850 100, 8850 0))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000060', + 3, + st_geomfromtext('POLYGON((9000 0, 9100 0, 9100 100, 9000 100, 9000 0))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000061', + 3, + st_geomfromtext('POLYGON((9150 0, 9250 0, 9250 100, 9150 100, 9150 0))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000062', + 3, + st_geomfromtext('POLYGON((9300 0, 9400 0, 9400 100, 9300 100, 9300 0))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000063', + 3, + st_geomfromtext('POLYGON((9450 0, 9550 0, 9550 100, 9450 100, 9450 0))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000064', + 3, + st_geomfromtext('POLYGON((9600 0, 9700 0, 9700 100, 9600 100, 9600 0))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000065', + 3, + st_geomfromtext('POLYGON((9750 0, 9850 0, 9850 100, 9750 100, 9750 0))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000066', + 3, + st_geomfromtext('POLYGON((0 150, 100 150, 100 250, 0 250, 0 150))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000067', + 3, + st_geomfromtext('POLYGON((150 150, 250 150, 250 250, 150 250, 150 150))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000068', + 3, + st_geomfromtext('POLYGON((300 150, 400 150, 400 250, 300 250, 300 150))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000069', + 3, + st_geomfromtext('POLYGON((450 150, 550 150, 550 250, 450 250, 450 150))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000070', + 3, + st_geomfromtext('POLYGON((600 150, 700 150, 700 250, 600 250, 600 150))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000071', + 3, + st_geomfromtext('POLYGON((750 150, 850 150, 850 250, 750 250, 750 150))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000072', + 3, + st_geomfromtext('POLYGON((900 150, 1000 150, 1000 250, 900 250, 900 150))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000073', + 3, + st_geomfromtext('POLYGON((1050 150, 1150 150, 1150 250, 1050 250, 1050 150))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000074', + 3, + st_geomfromtext('POLYGON((1200 150, 1300 150, 1300 250, 1200 250, 1200 150))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000075', + 3, + st_geomfromtext('POLYGON((1350 150, 1450 150, 1450 250, 1350 250, 1350 150))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000076', + 3, + st_geomfromtext('POLYGON((1500 150, 1600 150, 1600 250, 1500 250, 1500 150))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000077', + 3, + st_geomfromtext('POLYGON((1650 150, 1750 150, 1750 250, 1650 250, 1650 150))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000078', + 3, + st_geomfromtext('POLYGON((1800 150, 1900 150, 1900 250, 1800 250, 1800 150))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000079', + 3, + st_geomfromtext('POLYGON((1950 150, 2050 150, 2050 250, 1950 250, 1950 150))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000080', + 3, + st_geomfromtext('POLYGON((2100 150, 2200 150, 2200 250, 2100 250, 2100 150))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000081', + 3, + st_geomfromtext('POLYGON((2250 150, 2350 150, 2350 250, 2250 250, 2250 150))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000082', + 3, + st_geomfromtext('POLYGON((2400 150, 2500 150, 2500 250, 2400 250, 2400 150))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000083', + 3, + st_geomfromtext('POLYGON((2550 150, 2650 150, 2650 250, 2550 250, 2550 150))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000084', + 3, + st_geomfromtext('POLYGON((2700 150, 2800 150, 2800 250, 2700 250, 2700 150))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000085', + 3, + st_geomfromtext('POLYGON((2850 150, 2950 150, 2950 250, 2850 250, 2850 150))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000086', + 3, + st_geomfromtext('POLYGON((3000 150, 3100 150, 3100 250, 3000 250, 3000 150))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000087', + 3, + st_geomfromtext('POLYGON((3150 150, 3250 150, 3250 250, 3150 250, 3150 150))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000088', + 3, + st_geomfromtext('POLYGON((3300 150, 3400 150, 3400 250, 3300 250, 3300 150))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000089', + 3, + st_geomfromtext('POLYGON((3450 150, 3550 150, 3550 250, 3450 250, 3450 150))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000090', + 3, + st_geomfromtext('POLYGON((3600 150, 3700 150, 3700 250, 3600 250, 3600 150))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000091', + 3, + st_geomfromtext('POLYGON((3750 150, 3850 150, 3850 250, 3750 250, 3750 150))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000092', + 3, + st_geomfromtext('POLYGON((3900 150, 4000 150, 4000 250, 3900 250, 3900 150))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000093', + 3, + st_geomfromtext('POLYGON((4050 150, 4150 150, 4150 250, 4050 250, 4050 150))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000094', + 3, + st_geomfromtext('POLYGON((4200 150, 4300 150, 4300 250, 4200 250, 4200 150))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000095', + 3, + st_geomfromtext('POLYGON((4350 150, 4450 150, 4450 250, 4350 250, 4350 150))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000096', + 3, + st_geomfromtext('POLYGON((4500 150, 4600 150, 4600 250, 4500 250, 4500 150))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000097', + 3, + st_geomfromtext('POLYGON((4650 150, 4750 150, 4750 250, 4650 250, 4650 150))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000098', + 3, + st_geomfromtext('POLYGON((4800 150, 4900 150, 4900 250, 4800 250, 4800 150))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000099', + 3, + st_geomfromtext('POLYGON((4950 150, 5050 150, 5050 250, 4950 250, 4950 150))'), + 'permanent deep shade', + null, + null +); diff --git a/benchmarks/backend/heatmap_sql/setup_data/insert_10_shadings.sql b/benchmarks/backend/heatmap_sql/setup_data/insert_10_shadings.sql new file mode 100644 index 000000000..eea897777 --- /dev/null +++ b/benchmarks/backend/heatmap_sql/setup_data/insert_10_shadings.sql @@ -0,0 +1,82 @@ +DELETE FROM public.shadings WHERE layer_id = 3; +INSERT INTO public.shadings (id, layer_id, geometry, shade, add_date, remove_date) VALUES +( + 'e6622aab-dc5d-4865-89d2-000000000000', + 3, + st_geomfromtext('POLYGON((0 0, 100 0, 100 100, 0 100, 0 0))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000001', + 3, + st_geomfromtext('POLYGON((150 0, 250 0, 250 100, 150 100, 150 0))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000002', + 3, + st_geomfromtext('POLYGON((300 0, 400 0, 400 100, 300 100, 300 0))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000003', + 3, + st_geomfromtext('POLYGON((450 0, 550 0, 550 100, 450 100, 450 0))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000004', + 3, + st_geomfromtext('POLYGON((600 0, 700 0, 700 100, 600 100, 600 0))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000005', + 3, + st_geomfromtext('POLYGON((750 0, 850 0, 850 100, 750 100, 750 0))'), + 'partial shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000006', + 3, + st_geomfromtext('POLYGON((900 0, 1000 0, 1000 100, 900 100, 900 0))'), + 'permanent shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000007', + 3, + st_geomfromtext('POLYGON((1050 0, 1150 0, 1150 100, 1050 100, 1050 0))'), + 'permanent deep shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000008', + 3, + st_geomfromtext('POLYGON((1200 0, 1300 0, 1300 100, 1200 100, 1200 0))'), + 'light shade', + null, + null +), +( + 'e6622aab-dc5d-4865-89d2-000000000009', + 3, + st_geomfromtext('POLYGON((1350 0, 1450 0, 1450 100, 1350 100, 1350 0))'), + 'partial shade', + null, + null +); diff --git a/benchmarks/backend/heatmap_sql/setup_data/large_map.sql b/benchmarks/backend/heatmap_sql/setup_data/large_map.sql new file mode 100755 index 000000000..01cbe7a32 --- /dev/null +++ b/benchmarks/backend/heatmap_sql/setup_data/large_map.sql @@ -0,0 +1,208 @@ +CREATE EXTENSION IF NOT EXISTS plprofiler WITH SCHEMA public; + + +-- Data for Name: maps; Type: TABLE DATA; Schema: public; Owner: permaplant +-- Map geometry is a ring of size 10000x10000 +-- from (0,0) to (10000,0) to (10000,10000) to (0,10000) to (0,0) + +INSERT INTO public.maps ( + id, + name, + creation_date, + deletion_date, + last_visit, + is_inactive, + zoom_factor, + honors, + visits, + harvested, + privacy, + description, + location, + owner_id, + geometry +) VALUES +( + 1, + 'Test Map', + '2023-07-25', + null, + null, + false, + 100, + 0, + 0, + 0, + 'public', + '', + null, + 'affb3987-0d75-42b8-b34a-cf7eec4e151b', + st_geomfromtext('POLYGON((0 0,10000 0,10000 10000,0 10000,0 0))') +); + + +-- +-- Data for Name: layers; Type: TABLE DATA; Schema: public; Owner: permaplant +-- + +INSERT INTO public.layers (id, map_id, type, name, is_alternative) VALUES +(1, 1, 'base', 'Base Layer', false), +(2, 1, 'plants', 'Plants Layer', false), +(3, 1, 'shade', 'Shade Layer', false); + + +-- +-- Data for Name: plantings; Type: TABLE DATA; Schema: public; Owner: permaplant +-- + +INSERT INTO public.plantings ( + id, + layer_id, + plant_id, + x, + y, + width, + height, + rotation, + scale_x, + scale_y, + add_date, + remove_date, + seed_id, + is_area, + notes +) VALUES +('00000000-0000-0000-0000-000000000000', 2, 4506, 300, 1200, 0, 0, 0, 0, 0, null, null, null, false, null), +('00000000-0000-0000-0000-000000000001', 2, 4532, 400, 200, 0, 0, 0, 0, 0, null, null, null, false, null), +('00000000-0000-0000-0000-000000000002', 2, 1658, 0, 0, 0, 0, 0, 0, 0, null, null, null, false, null), +('00000000-0000-0000-0000-000000000003', 2, 1658, 10, 5, 0, 0, 0, 0, 0, null, null, null, false, null), +('00000000-0000-0000-0000-000000000004', 2, 1658, 300, 10, 0, 0, 0, 0, 0, null, null, null, false, null), +('00000000-0000-0000-0000-000000000005', 2, 1658, 350, 0, 0, 0, 0, 0, 0, null, null, null, false, null), +('00000000-0000-0000-0000-000000000006', 2, 1658, 400, 0, 0, 0, 0, 0, 0, null, null, null, false, null), +('00000000-0000-0000-0000-000000000007', 2, 1658, 500, 20, 0, 0, 0, 0, 0, null, null, null, false, null), +('00000000-0000-0000-0000-000000000008', 2, 1658, 520, 15, 0, 0, 0, 0, 0, null, null, null, false, null), +('00000000-0000-0000-0000-000000000009', 2, 1658, 550, 0, 0, 0, 0, 0, 0, null, null, null, false, null), +('00000000-0000-0000-0000-000000000010', 2, 1658, 600, 15, 0, 0, 0, 0, 0, null, null, null, false, null), +('00000000-0000-0000-0000-000000000011', 2, 1658, 610, 0, 0, 0, 0, 0, 0, null, null, null, false, null), +('00000000-0000-0000-0000-000000000012', 2, 1658, 620, 15, 0, 0, 0, 0, 0, null, null, null, false, null), +('00000000-0000-0000-0000-000000000013', 2, 1658, 650, 15, 0, 0, 0, 0, 0, null, null, null, false, null), +('00000000-0000-0000-0000-000000000014', 2, 1658, 800, 15, 0, 0, 0, 0, 0, null, null, null, false, null), +('00000000-0000-0000-0000-000000000015', 2, 1658, 820, 15, 0, 0, 0, 0, 0, null, null, null, false, null), +('00000000-0000-0000-0000-000000000016', 2, 1658, 880, 15, 0, 0, 0, 0, 0, null, null, null, false, null), +('00000000-0000-0000-0000-000000000017', 2, 1658, 900, 15, 0, 0, 0, 0, 0, null, null, null, false, null), 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_()_ +- Add heatmap benchmark for shadings _(Christoph Schreiner)_ - _()_ - Increased zoom scaling factor for Map Editor / faster zooming _(Samuel)_ - _()_