diff --git a/doc/CDB_Overviews.md b/doc/CDB_Overviews.md new file mode 100644 index 0000000..3516b00 --- /dev/null +++ b/doc/CDB_Overviews.md @@ -0,0 +1,105 @@ +Overviews are tables that represent a *reduced* version of a dataset intended +for efficient rendering at certain zoom levels while preserving the +general visual appearance of the complete dataset. + +The *reduction* consists in a fewer number of records +(while each overview record may represent an aggregation of multiple records) +and/or simplified record geometries. + +Overviews are created through the `CDB_CreateOverviews`. +The statement timeout may need to be adjusted before using this function, +as overview creation for large tables is a time-consuming operation. + +The `CDB_Overviews` function can be used determine what overview tables +exist for a given dataset table and which zoom levels correspond to it. + +The `CDB_DropOverviews` remove a dataset's existing overviews. + +### CDB_CreateOverviews + +Create overviews for vector dataset. + +#### Using the function + +The table for which overviews will be generated should be +a Cartodbfied dataset with vector geometry. + +```sql +SELECT CDB_CreateOverviews('table_name'); +--- Generates overview tables for the dataset +``` + +#### Arguments + +CDB_CreateOverviews(table_name, ref_z_strategy, reduction_strategy) + +* **table_name** regclass, table for which overviews will be generated +* **ref_z_strategy** regproc, optional function that provides + the Z-scale strategy. + It returns the base Z level for the dataset. + It should have these arguments: + - **table_name** regclass, table to compute the reference Z scale for +* **reduction_strategy** regproc, optional function that provides + the reduction strategy to generate an overview table from a table + for a smaller scale (higher Z number). + It returns the name of the generated table. + It should have these arguments: + - **base_table_name** regclass, base table to be reduced. + - **base_z** integer, base Z level assigned to the base table. + - **overview_z** integer, Z level for which to generate the overview. + +### CDB_Overviews + +Obtain overview metadata for a given table (existing overviews). +The returned relation will be empty if the table has no overviews. + +The function can be applied to a single table: + +```sql +SELECT CDB_Overviews('table_name'); +--- Return existing overview Z levels and corresponding tables +``` + +Or to multiple tables passed as an array; this can be used +to obtain the overviews that can be applied to a query by +combining it with `CDB_QueryTablesText`: + +```sql +SELECT CDB_Overviews(CDB_QueryTablesText('SELECT * FROM table1, table2')); +--- Return existing overview Z levels and corresponding tables +``` + +The result of `CDB_Overviews` has three columns: + +| base_table | z | overview_table | +|------------+---+----------------| +| table1 | 1 | table1_ov1 | +| table1 | 2 | table1_ov2 | +| table1 | 4 | table1_ov4 | +| table2 | 1 | table1_ov1 | +| table2 | 2 | table1_ov2 | + +#### Arguments + +CDB_Overviews(table_name) + +* **table_name** regclass, oid of table to obtain existing overviews for + +CDB_Overviews(table_names) + +* **table_names** regclass[], array of table oids + + +### CDB_DropOverviews + +Remove the overviews of a table, if present. + +```sql +SELECT CDB_DropOverviews('table_name'); +``` + +#### Arguments + +CDB_Overviews(table_name) + +* **table_name** regclass, table for which to drop existing overviews. diff --git a/scripts-available/CDB_ColumnNames.sql b/scripts-available/CDB_ColumnNames.sql index ebaf0b7..ce74216 100644 --- a/scripts-available/CDB_ColumnNames.sql +++ b/scripts-available/CDB_ColumnNames.sql @@ -8,8 +8,9 @@ AS $$ WHERE table_name = _tn.relname AND table_schema = _sn.nspname AND _tn.oid = $1::oid - AND _sn.oid = _tn.relnamespace; - + AND _sn.oid = _tn.relnamespace + ORDER BY ordinal_position; + $$ LANGUAGE SQL; -- This is to migrate from pre-0.2.0 version diff --git a/scripts-available/CDB_LatLng.sql b/scripts-available/CDB_LatLng.sql index d1304c3..7f08f61 100644 --- a/scripts-available/CDB_LatLng.sql +++ b/scripts-available/CDB_LatLng.sql @@ -8,16 +8,12 @@ -- CREATE OR REPLACE FUNCTION CDB_LatLng (lat NUMERIC, lng NUMERIC) RETURNS geometry as $$ -BEGIN -- this function is silly - RETURN ST_SetSRID(ST_MakePoint(lng,lat),4326); -END; -$$ language plpgsql IMMUTABLE; + SELECT ST_SetSRID(ST_MakePoint(lng,lat),4326); +$$ language SQL IMMUTABLE; CREATE OR REPLACE FUNCTION CDB_LatLng (lat FLOAT8, lng FLOAT8) RETURNS geometry as $$ -BEGIN -- this function is silly - RETURN ST_SetSRID(ST_MakePoint(lng,lat),4326); -END; -$$ language plpgsql IMMUTABLE; + SELECT ST_SetSRID(ST_MakePoint(lng,lat),4326); +$$ language SQL IMMUTABLE; diff --git a/scripts-available/CDB_Overviews.sql b/scripts-available/CDB_Overviews.sql new file mode 100644 index 0000000..0673045 --- /dev/null +++ b/scripts-available/CDB_Overviews.sql @@ -0,0 +1,687 @@ +-- security definer + +-- Pattern that can be used to detect overview tables and Extract +-- the intended zoom level from the table name. +-- Scope: private. +CREATE OR REPLACE FUNCTION _CDB_OverviewTableDiscriminator() +RETURNS TEXT +AS $$ + BEGIN + RETURN '\A_vovw_(\d+)_'; + END; +$$ LANGUAGE PLPGSQL IMMUTABLE; +-- substring(tablename from _CDB_OverviewTableDiscriminator()) + + +-- Pattern matched by the overview tables of a given base table name. +-- Scope: private. +CREATE OR REPLACE FUNCTION _CDB_OverviewTablePattern(base_table TEXT) +RETURNS TEXT +AS $$ + BEGIN + RETURN _CDB_OverviewTableDiscriminator() || base_table; + END; +$$ LANGUAGE PLPGSQL IMMUTABLE; +-- tablename SIMILAR TO _CDB_OverviewTablePattern(base_table) + +-- Name of an overview table, given the base table name and the Z level +-- Scope: private. +CREATE OR REPLACE FUNCTION _CDB_OverviewTableName(base_table TEXT, z INTEGER) +RETURNS TEXT +AS $$ + BEGIN + RETURN '_vovw_' || z::text || '_' || base_table; + END; +$$ LANGUAGE PLPGSQL IMMUTABLE; + +-- Condition to check if a tabla is an overview table of some base table +-- Scope: private. +CREATE OR REPLACE FUNCTION _CDB_IsOverviewTableOf(base_table TEXT, otable TEXT) +RETURNS BOOLEAN +AS $$ + BEGIN + RETURN otable SIMILAR TO _CDB_OverviewTablePattern(base_table); + END; +$$ LANGUAGE PLPGSQL IMMUTABLE; + +-- Extract the Z level from an overview table name +-- Scope: private. +CREATE OR REPLACE FUNCTION _CDB_OverviewTableZ(otable TEXT) +RETURNS INTEGER +AS $$ + BEGIN + RETURN substring(otable from _CDB_OverviewTableDiscriminator())::integer; + END; +$$ LANGUAGE PLPGSQL IMMUTABLE; + +-- Name of the base table corresponding to an overview table +-- Scope: private. +CREATE OR REPLACE FUNCTION _CDB_OverviewBaseTableName(overview_table TEXT) +RETURNS TEXT +AS $$ + BEGIN + IF _CDB_OverviewTableZ(overview_table) IS NULL THEN + RETURN overview_table; + ELSE + RETURN regexp_replace(overview_table, _CDB_OverviewTableDiscriminator(), ''); + END IF; + END; +$$ LANGUAGE PLPGSQL IMMUTABLE; + + +-- Remove a dataset's existing overview tables. +-- Scope: public +-- Parameters: +-- reloid: oid of the table. +CREATE OR REPLACE FUNCTION CDB_DropOverviews(reloid REGCLASS) +RETURNS void +AS $$ +DECLARE + row record; +BEGIN + FOR row IN + SELECT * FROM CDB_Overviews(reloid) + LOOP + EXECUTE Format('DROP TABLE %s;', row.overview_table); + RAISE NOTICE 'Dropped overview for level %: %', row.z, row.overview_table; + END LOOP; +END; +$$ LANGUAGE PLPGSQL VOLATILE; + + + +-- Return existing overviews (if any) for a given dataset table +-- Scope: public +-- Parameters +-- reloid: oid of the input table. +-- Return relation of overviews for the table with +-- the base table oid, +-- z level of the overview and overview table oid, ordered by z. +CREATE OR REPLACE FUNCTION CDB_Overviews(reloid REGCLASS) +RETURNS TABLE(base_table REGCLASS, z integer, overview_table REGCLASS) +AS $$ + -- FIXME: this will fail if the overview tables + -- require a explicit schema name + -- possible solutions: return table names as text instead of regclass + -- or add schema of reloid before casting to regclass + SELECT + reloid AS base_table, + _CDB_OverviewTableZ(cdb_usertables) AS z, + cdb_usertables::regclass AS overview_table + FROM CDB_UserTables() + WHERE _CDB_IsOverviewTableOf((SELECT relname FROM pg_class WHERE oid=reloid), cdb_usertables) + ORDER BY z; +$$ LANGUAGE SQL; + +-- Return existing overviews (if any) for multiple dataset tables. +-- Scope: public +-- Parameters +-- tables: Array of input tables oids +-- Return relation of overviews for the table with +-- the base table oid, +-- z level of the overview and overview table oid, ordered by z. +-- Note: CDB_Overviews can be applied to the result of CDB_QueryTablesText +-- to obtain the overviews applicable to a query. +CREATE OR REPLACE FUNCTION CDB_Overviews(tables regclass[]) +RETURNS TABLE(base_table REGCLASS, z integer, overview_table REGCLASS) +AS $$ + SELECT + base_table::regclass AS base_table, + _CDB_OverviewTableZ(cdb_usertables) AS z, + cdb_usertables::regclass AS overview_table + FROM + CDB_UserTables(), unnest(tables) base_table + WHERE _CDB_IsOverviewTableOf((SELECT relname FROM pg_class WHERE oid=base_table), cdb_usertables) + ORDER BY base_table, z; +$$ LANGUAGE SQL; + +-- Schema and relation names of a table given its reloid +-- Scope: private. +-- Parameters +-- reloid: oid of the table. +-- Return (schema_name, table_name) +-- note that returned names will be quoted if necessary +CREATE OR REPLACE FUNCTION _cdb_split_table_name(reloid REGCLASS, OUT schema_name TEXT, OUT table_name TEXT) +AS $$ + BEGIN + SELECT n.nspname, c.relname + INTO STRICT schema_name, table_name + FROM pg_class c JOIN pg_namespace n ON c.relnamespace = n.oid + WHERE c.oid = reloid; + END +$$ LANGUAGE PLPGSQL IMMUTABLE; + +-- Calculate the estimated extent of a cartodbfy'ed table. +-- Scope: private. +-- Parameters +-- reloid: oid of the input table. +-- Return value A box2d extent in 3857. +CREATE OR REPLACE FUNCTION _cdb_estimated_extent(reloid REGCLASS) +RETURNS box2d +AS $$ + DECLARE + ext box2d; + ext_query text; + table_id record; + BEGIN + + SELECT n.nspname AS schema_name, c.relname table_name INTO STRICT table_id + FROM pg_class c JOIN pg_namespace n on n.oid = c.relnamespace WHERE c.oid = reloid::oid; + + ext_query = format( + 'SELECT ST_EstimatedExtent(''%1$I'', ''%2$I'', ''%3$I'');', + table_id.schema_name, table_id.table_name, 'the_geom_webmercator' + ); + + BEGIN + EXECUTE ext_query INTO ext; + EXCEPTION + -- This is the typical ERROR: stats for "mytable" do not exist + WHEN internal_error THEN + -- Get stats and execute again + EXECUTE format('ANALYZE %1$I', reloid); + EXECUTE ext_query INTO ext; + END; + + RETURN ext; + END; +$$ LANGUAGE PLPGSQL VOLATILE; + +-- Determine the max feature density of a given dataset. +-- Scope: private. +-- Parameters +-- reloid: oid of the input table. It must be a cartodbfy'ed table. +-- nz: number of zoom levels to consider from z0 upward. +-- Return value: feature density (num_features / webmercator_squared_meters). +CREATE OR REPLACE FUNCTION _CDB_Feature_Density(reloid REGCLASS, nz integer) +RETURNS FLOAT8 +AS $$ + DECLARE + fd FLOAT8; + min_features TEXT; + n integer = 4; + c FLOAT8; + BEGIN + -- TODO: for small total count or extents we could just: + -- EXECUTE 'SELECT Count(*)/ST_Area(ST_Extent(the_geom_webmercator)) FROM ' || reloid::text || ';' INTO fd; + + -- min_features is a SQL subexpression which can depend on z and represents + -- the minimum number of features to recursively consider a tile. + -- We can either use a fixed minimum number of features per tile + -- or a minimum feature density by dividing the number of features by + -- the area of tiles at level Z: c*c*power(2, -2*z) + -- with c = CDB_XYZ_Resolution(-8) (earth circumference) + min_features = '500'; + SELECT CDB_XYZ_Resolution(-8) INTO c; + + -- We first compute a set of *seed* tiles, of the minimum Z level, z0, such that + -- they cover the extent of the table and we have at least n of them in each + -- linear dimension (i.e. at least n*n tiles cover the extent). + -- We compute the number of features in these tiles, and recursively in + -- subtiles up to level z0 + nz. Then we compute the maximum of the feature + -- density (per tile area in webmercator squared meters) for all the + -- considered tiles. + EXECUTE Format(' + WITH RECURSIVE t(x, y, z, e) AS ( + WITH ext AS (SELECT _cdb_estimated_extent(%6$s) as g), + base AS ( + SELECT (-floor(log(2, (greatest(ST_XMax(ext.g)-ST_XMin(ext.g), ST_YMax(ext.g)-ST_YMin(ext.g))/(%4$s*%5$s))::numeric)))::integer z + FROM ext + ), + lim AS ( + SELECT + FLOOR((ST_XMin(ext.g)+CDB_XYZ_Resolution(0)*128)/(CDB_XYZ_Resolution(base.z)*256))::integer x0, + FLOOR((ST_XMax(ext.g)+CDB_XYZ_Resolution(0)*128)/(CDB_XYZ_Resolution(base.z)*256))::integer x1, + FLOOR((CDB_XYZ_Resolution(0)*128-ST_YMin(ext.g))/(CDB_XYZ_Resolution(base.z)*256))::integer y1, + FLOOR((CDB_XYZ_Resolution(0)*128-ST_YMax(ext.g))/(CDB_XYZ_Resolution(base.z)*256))::integer y0 + FROM ext, base + ), + seed AS ( + SELECT xt, yt, base.z, ( + SELECT count(*) FROM %1$s + WHERE the_geom_webmercator && CDB_XYZ_Extent(xt, yt, base.z) + ) e + FROM base, lim, generate_series(lim.x0, lim.x1) xt, generate_series(lim.y0, lim.y1) yt + ) + SELECT * from seed + UNION ALL + SELECT x*2 + xx, y*2 + yy, t.z+1, ( + SELECT count(*) FROM %1$s + WHERE the_geom_webmercator && CDB_XYZ_Extent(x*2 + xx, y*2 + yy, t.z+1) + ) + FROM t, base, (VALUES (0, 0), (0, 1), (1, 1), (1, 0)) AS c(xx, yy) + WHERE t.e > %2$s AND t.z < (base.z + %3$s) + ) + SELECT MAX(e/ST_Area(CDB_XYZ_Extent(x,y,z))) FROM t where e > 0; + ', reloid::text, min_features, nz, n, c, reloid::oid) + INTO fd; + RETURN fd; + END +$$ LANGUAGE PLPGSQL STABLE; + +-- Experimental default strategy to assign a reference base Z level +-- to a cartodbfied table. The resulting Z level represents the +-- minimum scale level at which the table data can be rendered +-- without overcrowded results or loss of detail. +-- Parameters: +-- reloid: oid of the input table. It must be a cartodbfy'ed table. +-- Return value: Z level as an integer +CREATE OR REPLACE FUNCTION _CDB_Feature_Density_Ref_Z_Strategy(reloid REGCLASS) +RETURNS INTEGER +AS $$ + DECLARE + lim FLOAT8 := 500; -- TODO: determine/parameterize this + nz integer := 4; + fd FLOAT8; + c FLOAT8; + BEGIN + -- Compute fd as an estimation of the (maximum) number + -- of features per unit of tile area (in webmercator squared meters) + SELECT _CDB_Feature_Density(reloid, nz) INTO fd; + -- lim maximum number of (desiderable) features per tile + -- we have c = 2*Pi*R = CDB_XYZ_Resolution(-8) (earth circumference) + -- ta(z): tile area = power(c*power(2,z), 2) = c*c*power(2,2*z) + -- => fd*ta(z) if the average number of features per tile at level z + -- find minimum z so that fd*ta(z) <= lim + -- compute a rough 'feature density' value + SELECT CDB_XYZ_Resolution(-8) INTO c; + RETURN ceil(log(2.0, (c*c*fd/lim)::numeric)/2); + END; +$$ LANGUAGE PLPGSQL STABLE; + +-- Overview table name for a given Z level and base dataset or overview table +-- Scope: private. +-- Parameters: +-- ref reference table (can be the base table of the dataset or an existing +-- overview) from which the overview is being generated. +-- ref_z Z level of the reference table +-- overview_z Z level of the overview to be named, must be smaller than ref_z +-- Return value: the name to be used for the overview. The name is always +-- unqualified (does not include a schema name). +CREATE OR REPLACE FUNCTION _CDB_Overview_Name(ref REGCLASS, ref_z INTEGER, overview_z INTEGER) +RETURNS TEXT +AS $$ + DECLARE + schema_name TEXT; + base TEXT; + suffix TEXT; + is_overview BOOLEAN; + BEGIN + SELECT * FROM _cdb_split_table_name(ref) INTO schema_name, base; + SELECT _CDB_OverviewBaseTableName(base) INTO base; + RETURN _CDB_OverviewTableName(base, overview_z); + END +$$ LANGUAGE PLPGSQL IMMUTABLE; + +-- Sampling reduction method. +-- Valid for any kind of geometry. +-- Scope: private. +-- reloid original table (can be the base table of the dataset or an existing +-- overview) from which the overview is being generated. +-- ref_z Z level assigned to the original table +-- overview_z Z level of the overview to be generated, must be smaller than ref_z +-- Return value: Name of the generated overview table +CREATE OR REPLACE FUNCTION _CDB_Sampling_Reduce_Strategy(reloid REGCLASS, ref_z INTEGER, overview_z INTEGER) +RETURNS REGCLASS +AS $$ + DECLARE + overview_rel TEXT; + fraction FLOAT8; + base_name TEXT; + class_info RECORD; + num_samples INTEGER; + BEGIN + overview_rel := _CDB_Overview_Name(reloid, ref_z, overview_z); + fraction := power(2, 2*(overview_z - ref_z)); + + -- FIXME: handle schema name for overview_rel if reloid requires it + EXECUTE Format('DROP TABLE IF EXISTS %I CASCADE;', overview_rel); + + -- Estimate number of rows + SELECT reltuples, relpages FROM pg_class INTO STRICT class_info + WHERE oid = reloid::oid; + + IF class_info.relpages < 2 OR fraction > 0.5 THEN + -- We'll avoid possible CDB_RandomTids problems + EXECUTE Format(' + CREATE TABLE %I AS SELECT * FROM %s WHERE random() < %s; + ', overview_rel, reloid, fraction); + ELSE + num_samples := ceil(class_info.reltuples*fraction); + EXECUTE Format(' + CREATE TABLE %1$I AS SELECT * FROM %2$s + WHERE ctid = ANY ( + ARRAY[ + (SELECT CDB_RandomTids(''%2$s'', %3$s)) + ] + ); + ', overview_rel, reloid, num_samples); + END IF; + + RETURN overview_rel; + END; +$$ LANGUAGE PLPGSQL; + +-- Register new overview table (post-creation chores) +-- Scope: private +-- Parameters: +-- dataset: oid of the input dataset table, It must be a cartodbfy'ed table. +-- overview_table: oid of the overview table to be registered. +-- overview_z: intended Z level for the overview table +-- This function is declared SECURITY DEFINER so it executes with the privileges +-- of the function creator to have a chance to alter the privileges of the +-- overview table to match those of the dataset. It will only perform any change +-- if the overview table belgons to the same scheme as the dataset and it +-- matches the scheme naming for overview tables. +CREATE OR REPLACE FUNCTION _CDB_Register_Overview(dataset REGCLASS, overview_table REGCLASS, overview_z INTEGER) +RETURNS VOID +AS $$ + DECLARE + sql TEXT; + table_owner TEXT; + dataset_scheme TEXT; + dataset_name TEXT; + overview_scheme TEXT; + overview_name TEXT; + BEGIN + -- This function will only register a table as an overview table if it matches + -- the overviews naming scheme for the dataset and z level and the table belongs + -- to the same scheme as the the dataset + SELECT * FROM _cdb_split_table_name(dataset) INTO dataset_scheme, dataset_name; + SELECT * FROM _cdb_split_table_name(overview_table) INTO overview_scheme, overview_name; + IF dataset_scheme = overview_scheme AND + overview_name = _CDB_OverviewTableName(dataset_name, overview_z) THEN + + -- preserve the owner of the base table + SELECT u.usename + FROM pg_catalog.pg_class c JOIN pg_catalog.pg_user u ON (c.relowner=u.usesysid) + WHERE c.relname = dataset::text + INTO table_owner; + EXECUTE Format('ALTER TABLE IF EXISTS %s OWNER TO %I;', overview_table::text, table_owner); + + -- preserve the table privileges + UPDATE pg_class c_to + SET relacl = c_from.relacl + FROM pg_class c_from + WHERE c_from.oid = dataset + AND c_to.oid = overview_table; + + PERFORM _CDB_Add_Indexes(overview_table); + + -- TODO: If metadata about existing overviews is to be stored + -- it should be done here (CDB_Overviews would consume such metadata) + END IF; + END +$$ LANGUAGE PLPGSQL SECURITY DEFINER; + +-- Dataset attributes (column names other than the +-- CartoDB primary key and geometry columns) which should be aggregated +-- in aggregated overviews. +-- Scope: private. +-- Parameters +-- reloid: oid of the input table. It must be a cartodbfy'ed table. +-- Return value: set of attribute names +CREATE OR REPLACE FUNCTION _CDB_Aggregable_Attributes(reloid REGCLASS) +RETURNS SETOF information_schema.sql_identifier +AS $$ + SELECT c FROM CDB_ColumnNames(reloid) c, _CDB_Columns() cdb + WHERE c NOT IN ( + cdb.pkey, cdb.geomcol, cdb.mercgeomcol + ) +$$ LANGUAGE SQL STABLE; + +-- List of dataset attributes to be aggregated in aggregated overview +-- as a comma-separated SQL expression. +-- Scope: private. +-- Parameters +-- reloid: oid of the input table. It must be a cartodbfy'ed table. +-- Return value: SQL subexpression as text +CREATE OR REPLACE FUNCTION _CDB_Aggregable_Attributes_Expression(reloid REGCLASS) +RETURNS TEXT +AS $$ +DECLARE + attr_list TEXT; +BEGIN + SELECT string_agg(s.c, ',') FROM ( + SELECT * FROM _CDB_Aggregable_Attributes(reloid) c + ) AS s INTO attr_list; + + RETURN attr_list; +END +$$ LANGUAGE PLPGSQL STABLE; + +-- SQL Aggregation expression for a datase attribute +-- Scope: private. +-- Parameters +-- reloid: oid of the input table. It must be a cartodbfy'ed table. +-- column_name: column to be aggregated +-- table_alias: (optional) table qualifier for the column to be aggregated +-- Return SQL subexpression as text with aggregated attribute aliased +-- with its original name. +CREATE OR REPLACE FUNCTION _CDB_Attribute_Aggregation_Expression(reloid REGCLASS, column_name TEXT, table_alias TEXT DEFAULT '') +RETURNS TEXT +AS $$ +DECLARE + column_type TEXT; + qualified_column TEXT; +BEGIN + IF table_alias <> '' THEN + qualified_column := Format('%I.%I', table_alias, column_name); + ELSE + qualified_column := Format('%I', column_name); + END IF; + + column_type := CDB_ColumnType(reloid, column_name); + + CASE column_type + WHEN 'double precision', 'real', 'integer', 'bigint' THEN + RETURN Format('AVG(%s)::' || column_type, qualified_column); + WHEN 'text' THEN + -- TODO: we could define a new aggregate function that returns distinct + -- separated values with a limit, adding ellipsis if more values existed + -- e.g. with '/' as separator and a limit of three: + -- 'A', 'B', 'A', 'C', 'D' => 'A/B/C/...' + -- Other ideas: if value is unique then use it, otherwise use something + -- like '*' or '(varies)' or '(multiple values)', or NULL + -- Using 'string_agg(' || qualified_column || ',''/'')' + -- here causes + RETURN 'CASE count(*) WHEN 1 THEN MIN(' || qualified_column || ') ELSE NULL END::' || column_type; + ELSE + RETURN 'CASE count(*) WHEN 1 THEN MIN(' || qualified_column || ') ELSE NULL END::' || column_type; + END CASE; +END +$$ LANGUAGE PLPGSQL IMMUTABLE; + +-- List of dataset aggregated attributes as a comma-separated SQL expression. +-- Scope: private. +-- Parameters +-- reloid: oid of the input table. It must be a cartodbfy'ed table. +-- table_alias: (optional) table qualifier for the columns to be aggregated +-- Return value: SQL subexpression as text +CREATE OR REPLACE FUNCTION _CDB_Aggregated_Attributes_Expression(reloid REGCLASS, table_alias TEXT DEFAULT '') +RETURNS TEXT +AS $$ +DECLARE + attr_list TEXT; +BEGIN + SELECT string_agg(_CDB_Attribute_Aggregation_Expression(reloid, s.c, table_alias) || Format(' AS %s', s.c), ',') + FROM ( + SELECT * FROM _CDB_Aggregable_Attributes(reloid) c + ) AS s INTO attr_list; + + RETURN attr_list; +END +$$ LANGUAGE PLPGSQL STABLE; + +-- Array of geometry types detected in a cartodbfied table +-- For effciency only look at a limited number of rwos. +-- Parameters +-- reloid: oid of the input table. It must be a cartodbfy'ed table. +-- Return value: array of geometry type names +CREATE OR REPLACE FUNCTION _CDB_GeometryTypes(reloid REGCLASS) +RETURNS TEXT[] +AS $$ +DECLARE + gtypes TEXT[]; +BEGIN + EXECUTE Format(' + SELECT array_agg(DISTINCT ST_GeometryType(the_geom)) FROM ( + SELECT the_geom FROM %s + WHERE (the_geom is not null) LIMIT 10 + ) as geom_types + ', reloid) + INTO gtypes; + RETURN gtypes; +END +$$ LANGUAGE PLPGSQL STABLE; + +-- Experimental Overview reduction method for point datasets. +-- It clusters the points using a grid, then aggregates the point in each +-- cluster into a point at the centroid of the clustered records. +-- Scope: private. +-- Parameters: +-- reloid original table (can be the base table of the dataset or an existing +-- overview) from which the overview is being generated. +-- ref_z Z level assigned to the original table +-- overview_z Z level of the overview to be generated, must be smaller than ref_z +-- Return value: Name of the generated overview table +CREATE OR REPLACE FUNCTION _CDB_GridCluster_Reduce_Strategy(reloid REGCLASS, ref_z INTEGER, overview_z INTEGER) +RETURNS REGCLASS +AS $$ + DECLARE + overview_rel TEXT; + reduction FLOAT8; + base_name TEXT; + grid_px FLOAT8 = 7.5; -- Grid size in pixels at Z level overview_z + grid_m FLOAT8; + aggr_attributes TEXT; + attributes TEXT; + columns TEXT; + gtypes TEXT[]; + BEGIN + SELECT _CDB_GeometryTypes(reloid) INTO gtypes; + IF array_upper(gtypes, 1) <> 1 OR gtypes[1] <> 'ST_Point' THEN + -- This strategy only supports datasets with point geomety + RETURN NULL; + RETURN 'x'; + END IF; + + --TODO: check applicability: geometry type, minimum number of points... + + overview_rel := _CDB_Overview_Name(reloid, ref_z, overview_z); + + -- compute grid cell size using the overview_z dimension... + SELECT CDB_XYZ_Resolution(overview_z)*grid_px INTO grid_m; + + attributes := _CDB_Aggregable_Attributes_Expression(reloid); + aggr_attributes := _CDB_Aggregated_Attributes_Expression(reloid); + IF attributes <> '' THEN + attributes := ', ' || attributes; + END IF; + IF aggr_attributes <> '' THEN + aggr_attributes := aggr_attributes || ', '; + END IF; + + -- compute the resulting columns in the same order as in the base table + -- cartodb_id, + -- ST_Transform(ST_SetSRID(ST_MakePoint(sx/n, sy/n), 3857), 4326) AS the_geom, + -- ST_SetSRID(ST_MakePoint(sx/n, sy/n), 3857) AS the_geom_webmercator + -- %4$s + WITH cols AS ( + SELECT + CASE c + WHEN 'cartodb_id' THEN 'cartodb_id' + WHEN 'the_geom' THEN + 'ST_Transform(ST_SetSRID(ST_MakePoint(sx/n, sy/n), 3857), 4326) AS the_geom' + WHEN 'the_geom_webmercator' THEN + 'ST_SetSRID(ST_MakePoint(sx/n, sy/n), 3857) AS the_geom_webmercator' + ELSE c + END AS column + FROM CDB_ColumnNames(reloid) c + ) + SELECT string_agg(s.column, ',') FROM ( + SELECT * FROM cols + ) AS s INTO columns; + + -- FIXME: handle schema name for overview_rel if reloid requires it + EXECUTE Format('DROP TABLE IF EXISTS %I CASCADE;', overview_rel); + + -- Now we cluster the data using a grid of size grid_m + -- and selecte the centroid (average coordinates) of each cluster. + -- If we had a selected numeric attribute of interest we could use it + -- as a weight for the average coordinates. + EXECUTE Format(' + CREATE TABLE %3$I AS + WITH clusters AS ( + SELECT + %5$s + count(*) AS n, + SUM(ST_X(f.the_geom_webmercator)) AS sx, + SUM(ST_Y(f.the_geom_webmercator)) AS sy, + Floor(ST_X(f.the_geom_webmercator)/%2$s)::int AS gx, + Floor(ST_Y(f.the_geom_webmercator)/%2$s)::int AS gy, + MIN(cartodb_id) AS cartodb_id + FROM %1$s f + GROUP BY gx, gy + ) + SELECT %6$s FROM clusters + ', reloid::text, grid_m, overview_rel, attributes, aggr_attributes, columns); + + RETURN overview_rel; + END; +$$ LANGUAGE PLPGSQL; + +-- Create overview tables for a dataset. +-- Scope: public +-- Parameters: +-- reloid: oid of the input table. It must be a cartodbfy'ed table with +-- vector features. +-- refscale_strategy: function that computes the reference Z of the dataset +-- reduce_strategy: function that generates overviews from a base table +-- or higher level overview. The overview tables +-- created by the strategy must have the same columns +-- as the base table and in the same order. +-- Return value: Array with the names of the generated overview tables +CREATE OR REPLACE FUNCTION CDB_CreateOverviews( + reloid REGCLASS, + refscale_strategy regproc DEFAULT '_CDB_Feature_Density_Ref_Z_Strategy'::regproc, + reduce_strategy regproc DEFAULT '_CDB_GridCluster_Reduce_Strategy'::regproc +) +RETURNS text[] +AS $$ +DECLARE + ref_z integer; + overviews_z integer[]; + base_z integer; + base_rel REGCLASS; + overview_z integer; + overview_tables REGCLASS[]; + overviews_step integer := 1; +BEGIN + -- Determine the referece zoom level + EXECUTE 'SELECT ' || quote_ident(refscale_strategy::text) || Format('(''%s'');', reloid) INTO ref_z; + + -- Determine overlay zoom levels + -- TODO: should be handled by the refscale_strategy? + overview_z := ref_z - 1; + WHILE overview_z >= 0 LOOP + SELECT array_append(overviews_z, overview_z) INTO overviews_z; + overview_z := overview_z - overviews_step; + END LOOP; + + -- Create overlay tables + base_z := ref_z; + base_rel := reloid; + FOREACH overview_z IN ARRAY overviews_z LOOP + EXECUTE 'SELECT ' || quote_ident(reduce_strategy::text) || Format('(''%s'', %s, %s);', base_rel, base_z, overview_z) INTO base_rel; + IF base_rel IS NULL THEN + EXIT; + END IF; + base_z := overview_z; + PERFORM _CDB_Register_Overview(reloid, base_rel, base_z); + SELECT array_append(overview_tables, base_rel) INTO overview_tables; + END LOOP; + + RETURN overview_tables; +END; +$$ LANGUAGE PLPGSQL; diff --git a/scripts-available/CDB_XYZ.sql b/scripts-available/CDB_XYZ.sql index 92e7dae..58b1998 100644 --- a/scripts-available/CDB_XYZ.sql +++ b/scripts-available/CDB_XYZ.sql @@ -5,24 +5,9 @@ CREATE OR REPLACE FUNCTION CDB_XYZ_Resolution(z INTEGER) RETURNS FLOAT8 AS $$ -DECLARE - earth_circumference FLOAT8; - tile_size INTEGER; - full_resolution FLOAT8; -BEGIN - - -- Earth equatorial circumference in meters (according to wikipedia) - earth_circumference := 40075017; - - -- Size of each tile in pixels (1:1 aspect ratio) - tile_size := 256; - - full_resolution := earth_circumference/tile_size; - - RETURN full_resolution / (power(2,z)); - -END -$$ LANGUAGE 'plpgsql' IMMUTABLE STRICT; + -- circumference divided by 256 is z0 resolution, then divide by 2^z + SELECT 40075017.0 / 256 / power(2, z); +$$ LANGUAGE SQL IMMUTABLE STRICT; -- } -- { diff --git a/scripts-available/CDB_ZoomFromScale.sql b/scripts-available/CDB_ZoomFromScale.sql index 4043bcf..6ded82e 100644 --- a/scripts-available/CDB_ZoomFromScale.sql +++ b/scripts-available/CDB_ZoomFromScale.sql @@ -1,10 +1,9 @@ CREATE OR REPLACE FUNCTION cartodb.CDB_ZoomFromScale(scaleDenominator numeric) RETURNS int AS $$ BEGIN CASE - WHEN scaleDenominator > 1000000000 THEN RETURN 0; - WHEN scaleDenominator <= 1000000000 AND scaleDenominator > 500000000 THEN RETURN 1; - WHEN scaleDenominator <= 500000000 AND scaleDenominator > 200000000 THEN RETURN 2; - WHEN scaleDenominator <= 200000000 AND scaleDenominator > 100000000 THEN RETURN 3; + WHEN scaleDenominator > 500000000 THEN RETURN 0; + WHEN scaleDenominator <= 500000000 AND scaleDenominator > 200000000 THEN RETURN 1; + WHEN scaleDenominator <= 200000000 AND scaleDenominator > 100000000 THEN RETURN 2; WHEN scaleDenominator <= 100000000 AND scaleDenominator > 50000000 THEN RETURN 3; WHEN scaleDenominator <= 50000000 AND scaleDenominator > 25000000 THEN RETURN 4; WHEN scaleDenominator <= 25000000 AND scaleDenominator > 12500000 THEN RETURN 5; diff --git a/scripts-enabled/242-CDB_Overviews.sql b/scripts-enabled/242-CDB_Overviews.sql new file mode 120000 index 0000000..7f1a650 --- /dev/null +++ b/scripts-enabled/242-CDB_Overviews.sql @@ -0,0 +1 @@ +../scripts-available/CDB_Overviews.sql \ No newline at end of file diff --git a/test/CDB_OverviewsTest.sql b/test/CDB_OverviewsTest.sql new file mode 100644 index 0000000..670dfe8 --- /dev/null +++ b/test/CDB_OverviewsTest.sql @@ -0,0 +1,33 @@ +SET client_min_messages TO error; +\set VERBOSITY default + +\i test/overviews/fixtures.sql + +SELECT _CDB_Aggregable_Attributes_Expression('base_bare_t'::regclass); +SELECT _CDB_Aggregated_Attributes_Expression('base_bare_t'::regclass); +SELECT _CDB_Aggregated_Attributes_Expression('base_bare_t'::regclass, 'tab'); + +SELECT CDB_CreateOverviews('base_bare_t'::regclass); +SELECT count(*) FROM _vovw_5_base_bare_t; + + +SELECT _CDB_Aggregable_Attributes_Expression('base_t'::regclass); +SELECT _CDB_Aggregated_Attributes_Expression('base_t'::regclass); +SELECT _CDB_Aggregated_Attributes_Expression('base_t'::regclass, 'tab'); + +SELECT CDB_CreateOverviews('base_t'::regclass); +SELECT count(*) FROM _vovw_5_base_t; + +SELECT CDB_CreateOverviews('polyg_t'::regclass); + +SELECT CDB_Overviews('base_t'::regclass); +SELECT CDB_Overviews(ARRAY['base_t'::regclass, 'base_bare_t'::regclass]); +SELECT CDB_Overviews('polyg_t'::regclass); + +SELECT CDB_DropOverviews('base_bare_t'::regclass); +SELECT CDB_DropOverviews('base_t'::regclass); +SELECT count(*) FROM _vovw_5_base_t; + +DROP TABLE base_bare_t; +DROP TABLE base_t; +DROP TABLE polyg_t; diff --git a/test/CDB_OverviewsTest_expect b/test/CDB_OverviewsTest_expect new file mode 100644 index 0000000..d770199 --- /dev/null +++ b/test/CDB_OverviewsTest_expect @@ -0,0 +1,44 @@ +SET +CREATE TABLE +INSERT 0 1114 +CREATE TABLE +INSERT 0 1114 +CREATE TABLE +INSERT 0 5 + + + +{_vovw_5_base_bare_t,_vovw_4_base_bare_t,_vovw_3_base_bare_t,_vovw_2_base_bare_t,_vovw_1_base_bare_t,_vovw_0_base_bare_t} +125 +number,int_number,name,start +AVG(number)::double precision AS number,AVG(int_number)::integer AS int_number,CASE count(*) WHEN 1 THEN MIN(name) ELSE NULL END::text AS name,CASE count(*) WHEN 1 THEN MIN(start) ELSE NULL END::date AS start +AVG(tab.number)::double precision AS number,AVG(tab.int_number)::integer AS int_number,CASE count(*) WHEN 1 THEN MIN(tab.name) ELSE NULL END::text AS name,CASE count(*) WHEN 1 THEN MIN(tab.start) ELSE NULL END::date AS start +{_vovw_5_base_t,_vovw_4_base_t,_vovw_3_base_t,_vovw_2_base_t,_vovw_1_base_t,_vovw_0_base_t} +125 + +(base_t,0,_vovw_0_base_t) +(base_t,1,_vovw_1_base_t) +(base_t,2,_vovw_2_base_t) +(base_t,3,_vovw_3_base_t) +(base_t,4,_vovw_4_base_t) +(base_t,5,_vovw_5_base_t) +(base_bare_t,0,_vovw_0_base_bare_t) +(base_bare_t,1,_vovw_1_base_bare_t) +(base_bare_t,2,_vovw_2_base_bare_t) +(base_bare_t,3,_vovw_3_base_bare_t) +(base_bare_t,4,_vovw_4_base_bare_t) +(base_bare_t,5,_vovw_5_base_bare_t) +(base_t,0,_vovw_0_base_t) +(base_t,1,_vovw_1_base_t) +(base_t,2,_vovw_2_base_t) +(base_t,3,_vovw_3_base_t) +(base_t,4,_vovw_4_base_t) +(base_t,5,_vovw_5_base_t) + + +ERROR: relation "_vovw_5_base_t" does not exist +LINE 1: SELECT count(*) FROM _vovw_5_base_t; + ^ +DROP TABLE +DROP TABLE +DROP TABLE diff --git a/test/overviews/fixtures.sql b/test/overviews/fixtures.sql new file mode 100644 index 0000000..3dc1679 --- /dev/null +++ b/test/overviews/fixtures.sql @@ -0,0 +1,2242 @@ +-- bare table with no attribute columns +CREATE TABLE base_bare_t (cartodb_id integer, the_geom geometry, the_geom_webmercator geometry); +INSERT INTO base_bare_t VALUES +(1, 'SRID=4326;POINT(9.718384 33.139879)'::geometry, ST_Transform('SRID=4326;POINT(9.718384 33.139879)'::geometry, 3857)), +(2, 'SRID=4326;POINT(9.71832 33.139846)'::geometry, ST_Transform('SRID=4326;POINT(9.71832 33.139846)'::geometry, 3857)), +(3, 'SRID=4326;POINT(9.718776 33.139394)'::geometry, ST_Transform('SRID=4326;POINT(9.718776 33.139394)'::geometry, 3857)), +(4, 'SRID=4326;POINT(9.718086 33.139576)'::geometry, ST_Transform('SRID=4326;POINT(9.718086 33.139576)'::geometry, 3857)), +(5, 'SRID=4326;POINT(9.718036 33.139538)'::geometry, ST_Transform('SRID=4326;POINT(9.718036 33.139538)'::geometry, 3857)), +(6, 'SRID=4326;POINT(9.718197 33.139667)'::geometry, ST_Transform('SRID=4326;POINT(9.718197 33.139667)'::geometry, 3857)), +(7, 'SRID=4326;POINT(9.718357 33.139511)'::geometry, ST_Transform('SRID=4326;POINT(9.718357 33.139511)'::geometry, 3857)), +(8, 'SRID=4326;POINT(9.718385 33.13984)'::geometry, ST_Transform('SRID=4326;POINT(9.718385 33.13984)'::geometry, 3857)), +(9, 'SRID=4326;POINT(9.718312 33.139405)'::geometry, ST_Transform('SRID=4326;POINT(9.718312 33.139405)'::geometry, 3857)), +(10, 'SRID=4326;POINT(9.718951 33.139878)'::geometry, ST_Transform('SRID=4326;POINT(9.718951 33.139878)'::geometry, 3857)), +(11, 'SRID=4326;POINT(9.718799 33.139942)'::geometry, ST_Transform('SRID=4326;POINT(9.718799 33.139942)'::geometry, 3857)), +(12, 'SRID=4326;POINT(9.718777 33.139681)'::geometry, ST_Transform('SRID=4326;POINT(9.718777 33.139681)'::geometry, 3857)), +(13, 'SRID=4326;POINT(9.717971 33.13981)'::geometry, ST_Transform('SRID=4326;POINT(9.717971 33.13981)'::geometry, 3857)), +(14, 'SRID=4326;POINT(9.718334 33.139541)'::geometry, ST_Transform('SRID=4326;POINT(9.718334 33.139541)'::geometry, 3857)), +(15, 'SRID=4326;POINT(-5.989195 39.206665)'::geometry, ST_Transform('SRID=4326;POINT(-5.989195 39.206665)'::geometry, 3857)), +(16, 'SRID=4326;POINT(-5.988446 39.207071)'::geometry, ST_Transform('SRID=4326;POINT(-5.988446 39.207071)'::geometry, 3857)), +(17, 'SRID=4326;POINT(-5.989083 39.207225)'::geometry, ST_Transform('SRID=4326;POINT(-5.989083 39.207225)'::geometry, 3857)), +(18, 'SRID=4326;POINT(8.510012 32.031818)'::geometry, ST_Transform('SRID=4326;POINT(8.510012 32.031818)'::geometry, 3857)), +(19, 'SRID=4326;POINT(8.509814 32.03189)'::geometry, ST_Transform('SRID=4326;POINT(8.509814 32.03189)'::geometry, 3857)), +(20, 'SRID=4326;POINT(8.510091 32.031737)'::geometry, ST_Transform('SRID=4326;POINT(8.510091 32.031737)'::geometry, 3857)), +(21, 'SRID=4326;POINT(-1.337826 37.660347)'::geometry, ST_Transform('SRID=4326;POINT(-1.337826 37.660347)'::geometry, 3857)), +(22, 'SRID=4326;POINT(-1.337618 37.660051)'::geometry, ST_Transform('SRID=4326;POINT(-1.337618 37.660051)'::geometry, 3857)), +(23, 'SRID=4326;POINT(-1.337644 37.659833)'::geometry, ST_Transform('SRID=4326;POINT(-1.337644 37.659833)'::geometry, 3857)), +(24, 'SRID=4326;POINT(-1.337701 37.659615)'::geometry, ST_Transform('SRID=4326;POINT(-1.337701 37.659615)'::geometry, 3857)), +(25, 'SRID=4326;POINT(-1.337237 37.659644)'::geometry, ST_Transform('SRID=4326;POINT(-1.337237 37.659644)'::geometry, 3857)), +(26, 'SRID=4326;POINT(-1.337542 37.660018)'::geometry, ST_Transform('SRID=4326;POINT(-1.337542 37.660018)'::geometry, 3857)), +(27, 'SRID=4326;POINT(-1.337848 37.659752)'::geometry, ST_Transform('SRID=4326;POINT(-1.337848 37.659752)'::geometry, 3857)), +(28, 'SRID=4326;POINT(-1.337659 37.659788)'::geometry, ST_Transform('SRID=4326;POINT(-1.337659 37.659788)'::geometry, 3857)), +(29, 'SRID=4326;POINT(-1.337194 37.660026)'::geometry, ST_Transform('SRID=4326;POINT(-1.337194 37.660026)'::geometry, 3857)), +(30, 'SRID=4326;POINT(-1.337714 37.659619)'::geometry, ST_Transform('SRID=4326;POINT(-1.337714 37.659619)'::geometry, 3857)), +(31, 'SRID=4326;POINT(-1.337846 37.659781)'::geometry, ST_Transform('SRID=4326;POINT(-1.337846 37.659781)'::geometry, 3857)), +(32, 'SRID=4326;POINT(-1.33751 37.66052)'::geometry, ST_Transform('SRID=4326;POINT(-1.33751 37.66052)'::geometry, 3857)), +(33, 'SRID=4326;POINT(-1.337669 37.660154)'::geometry, ST_Transform('SRID=4326;POINT(-1.337669 37.660154)'::geometry, 3857)), +(34, 'SRID=4326;POINT(-3.050809 34.810112)'::geometry, ST_Transform('SRID=4326;POINT(-3.050809 34.810112)'::geometry, 3857)), +(35, 'SRID=4326;POINT(-3.049988 34.811057)'::geometry, ST_Transform('SRID=4326;POINT(-3.049988 34.811057)'::geometry, 3857)), +(36, 'SRID=4326;POINT(-3.050564 34.810536)'::geometry, ST_Transform('SRID=4326;POINT(-3.050564 34.810536)'::geometry, 3857)), +(37, 'SRID=4326;POINT(-3.050442 34.810239)'::geometry, ST_Transform('SRID=4326;POINT(-3.050442 34.810239)'::geometry, 3857)), +(38, 'SRID=4326;POINT(-3.05032 34.810969)'::geometry, ST_Transform('SRID=4326;POINT(-3.05032 34.810969)'::geometry, 3857)), +(39, 'SRID=4326;POINT(-3.050097 34.810504)'::geometry, ST_Transform('SRID=4326;POINT(-3.050097 34.810504)'::geometry, 3857)), +(40, 'SRID=4326;POINT(-3.05055 34.810908)'::geometry, ST_Transform('SRID=4326;POINT(-3.05055 34.810908)'::geometry, 3857)), +(41, 'SRID=4326;POINT(-3.050086 34.810386)'::geometry, ST_Transform('SRID=4326;POINT(-3.050086 34.810386)'::geometry, 3857)), +(42, 'SRID=4326;POINT(-3.050485 34.810751)'::geometry, ST_Transform('SRID=4326;POINT(-3.050485 34.810751)'::geometry, 3857)), +(43, 'SRID=4326;POINT(-3.04984 34.810113)'::geometry, ST_Transform('SRID=4326;POINT(-3.04984 34.810113)'::geometry, 3857)), +(44, 'SRID=4326;POINT(-3.049975 34.810547)'::geometry, ST_Transform('SRID=4326;POINT(-3.049975 34.810547)'::geometry, 3857)), +(45, 'SRID=4326;POINT(-3.05065 34.810262)'::geometry, ST_Transform('SRID=4326;POINT(-3.05065 34.810262)'::geometry, 3857)), +(46, 'SRID=4326;POINT(-3.050618 34.8107)'::geometry, ST_Transform('SRID=4326;POINT(-3.050618 34.8107)'::geometry, 3857)), 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'SRID=4326;POINT(-9.386851 38.538101)'::geometry, ST_Transform('SRID=4326;POINT(-9.386851 38.538101)'::geometry, 3857)), +(1040, 'SRID=4326;POINT(-9.38632 38.538314)'::geometry, ST_Transform('SRID=4326;POINT(-9.38632 38.538314)'::geometry, 3857)), +(1041, 'SRID=4326;POINT(1.724469 36.566868)'::geometry, ST_Transform('SRID=4326;POINT(1.724469 36.566868)'::geometry, 3857)), +(1042, 'SRID=4326;POINT(1.724216 36.567273)'::geometry, ST_Transform('SRID=4326;POINT(1.724216 36.567273)'::geometry, 3857)), +(1043, 'SRID=4326;POINT(1.725133 36.56699)'::geometry, ST_Transform('SRID=4326;POINT(1.725133 36.56699)'::geometry, 3857)), +(1044, 'SRID=4326;POINT(1.72427 36.566541)'::geometry, ST_Transform('SRID=4326;POINT(1.72427 36.566541)'::geometry, 3857)), +(1045, 'SRID=4326;POINT(1.724579 36.566727)'::geometry, ST_Transform('SRID=4326;POINT(1.724579 36.566727)'::geometry, 3857)), +(1046, 'SRID=4326;POINT(1.724377 36.566944)'::geometry, ST_Transform('SRID=4326;POINT(1.724377 36.566944)'::geometry, 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ST_Transform('SRID=4326;POINT(-7.992727 37.187234)'::geometry, 3857)), +(1063, 'SRID=4326;POINT(-7.992672 37.188057)'::geometry, ST_Transform('SRID=4326;POINT(-7.992672 37.188057)'::geometry, 3857)), +(1064, 'SRID=4326;POINT(-7.99318 37.18763)'::geometry, ST_Transform('SRID=4326;POINT(-7.99318 37.18763)'::geometry, 3857)), +(1065, 'SRID=4326;POINT(8.900398 32.262535)'::geometry, ST_Transform('SRID=4326;POINT(8.900398 32.262535)'::geometry, 3857)), +(1066, 'SRID=4326;POINT(8.900427 32.262327)'::geometry, ST_Transform('SRID=4326;POINT(8.900427 32.262327)'::geometry, 3857)), +(1067, 'SRID=4326;POINT(8.899843 32.262289)'::geometry, ST_Transform('SRID=4326;POINT(8.899843 32.262289)'::geometry, 3857)), +(1068, 'SRID=4326;POINT(8.900334 32.261977)'::geometry, ST_Transform('SRID=4326;POINT(8.900334 32.261977)'::geometry, 3857)), +(1069, 'SRID=4326;POINT(8.900136 32.262758)'::geometry, ST_Transform('SRID=4326;POINT(8.900136 32.262758)'::geometry, 3857)), +(1070, 'SRID=4326;POINT(8.90022 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ST_Transform('SRID=4326;POINT(3.576473 38.267962)'::geometry, 3857)), +(1102, 'SRID=4326;POINT(3.576205 38.267778)'::geometry, ST_Transform('SRID=4326;POINT(3.576205 38.267778)'::geometry, 3857)), +(1103, 'SRID=4326;POINT(3.575928 38.267777)'::geometry, ST_Transform('SRID=4326;POINT(3.575928 38.267777)'::geometry, 3857)), +(1104, 'SRID=4326;POINT(3.575696 38.267961)'::geometry, ST_Transform('SRID=4326;POINT(3.575696 38.267961)'::geometry, 3857)), +(1105, 'SRID=4326;POINT(3.57577 38.267063)'::geometry, ST_Transform('SRID=4326;POINT(3.57577 38.267063)'::geometry, 3857)), +(1106, 'SRID=4326;POINT(5.456027 39.062911)'::geometry, ST_Transform('SRID=4326;POINT(5.456027 39.062911)'::geometry, 3857)), +(1107, 'SRID=4326;POINT(5.456313 39.063416)'::geometry, ST_Transform('SRID=4326;POINT(5.456313 39.063416)'::geometry, 3857)), +(1108, 'SRID=4326;POINT(5.455901 39.063434)'::geometry, ST_Transform('SRID=4326;POINT(5.455901 39.063434)'::geometry, 3857)), +(1109, 'SRID=4326;POINT(5.455573 39.06381)'::geometry, ST_Transform('SRID=4326;POINT(5.455573 39.06381)'::geometry, 3857)), +(1110, 'SRID=4326;POINT(5.45574 39.063318)'::geometry, ST_Transform('SRID=4326;POINT(5.45574 39.063318)'::geometry, 3857)), +(1111, 'SRID=4326;POINT(-1.544808 33.33398)'::geometry, ST_Transform('SRID=4326;POINT(-1.544808 33.33398)'::geometry, 3857)), +(1112, 'SRID=4326;POINT(-1.544993 33.333714)'::geometry, ST_Transform('SRID=4326;POINT(-1.544993 33.333714)'::geometry, 3857)), +(1113, 'SRID=4326;POINT(-1.544859 33.333711)'::geometry, ST_Transform('SRID=4326;POINT(-1.544859 33.333711)'::geometry, 3857)), +(1114, 'SRID=4326;POINT(-1.544863 33.334479)'::geometry, ST_Transform('SRID=4326;POINT(-1.544863 33.334479)'::geometry, 3857)); +-- table with attributes +CREATE TABLE base_t (cartodb_id integer, the_geom geometry, the_geom_webmercator geometry, number double precision, int_number integer, name text, start date); +INSERT INTO base_t VALUES +(1, 'SRID=4326;POINT(9.718384 33.139879)'::geometry, ST_Transform('SRID=4326;POINT(9.718384 33.139879)'::geometry, 3857)), +(2, 'SRID=4326;POINT(9.71832 33.139846)'::geometry, ST_Transform('SRID=4326;POINT(9.71832 33.139846)'::geometry, 3857)), +(3, 'SRID=4326;POINT(9.718776 33.139394)'::geometry, ST_Transform('SRID=4326;POINT(9.718776 33.139394)'::geometry, 3857)), +(4, 'SRID=4326;POINT(9.718086 33.139576)'::geometry, ST_Transform('SRID=4326;POINT(9.718086 33.139576)'::geometry, 3857)), +(5, 'SRID=4326;POINT(9.718036 33.139538)'::geometry, ST_Transform('SRID=4326;POINT(9.718036 33.139538)'::geometry, 3857)), +(6, 'SRID=4326;POINT(9.718197 33.139667)'::geometry, ST_Transform('SRID=4326;POINT(9.718197 33.139667)'::geometry, 3857)), +(7, 'SRID=4326;POINT(9.718357 33.139511)'::geometry, ST_Transform('SRID=4326;POINT(9.718357 33.139511)'::geometry, 3857)), +(8, 'SRID=4326;POINT(9.718385 33.13984)'::geometry, ST_Transform('SRID=4326;POINT(9.718385 33.13984)'::geometry, 3857)), +(9, 'SRID=4326;POINT(9.718312 33.139405)'::geometry, 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3857)), +(1071, 'SRID=4326;POINT(8.899751 32.262215)'::geometry, ST_Transform('SRID=4326;POINT(8.899751 32.262215)'::geometry, 3857)), +(1072, 'SRID=4326;POINT(8.900191 32.262102)'::geometry, ST_Transform('SRID=4326;POINT(8.900191 32.262102)'::geometry, 3857)), +(1073, 'SRID=4326;POINT(8.899721 32.262195)'::geometry, ST_Transform('SRID=4326;POINT(8.899721 32.262195)'::geometry, 3857)), +(1074, 'SRID=4326;POINT(8.899932 32.262497)'::geometry, ST_Transform('SRID=4326;POINT(8.899932 32.262497)'::geometry, 3857)), +(1075, 'SRID=4326;POINT(8.899968 32.262464)'::geometry, ST_Transform('SRID=4326;POINT(8.899968 32.262464)'::geometry, 3857)), +(1076, 'SRID=4326;POINT(8.899792 32.262717)'::geometry, ST_Transform('SRID=4326;POINT(8.899792 32.262717)'::geometry, 3857)), +(1077, 'SRID=4326;POINT(8.899919 32.262467)'::geometry, ST_Transform('SRID=4326;POINT(8.899919 32.262467)'::geometry, 3857)), +(1078, 'SRID=4326;POINT(8.9004 32.262731)'::geometry, ST_Transform('SRID=4326;POINT(8.9004 32.262731)'::geometry, 3857)), +(1079, 'SRID=4326;POINT(8.900461 32.262179)'::geometry, ST_Transform('SRID=4326;POINT(8.900461 32.262179)'::geometry, 3857)), +(1080, 'SRID=4326;POINT(8.900539 32.262052)'::geometry, ST_Transform('SRID=4326;POINT(8.900539 32.262052)'::geometry, 3857)), +(1081, 'SRID=4326;POINT(4.408361 39.427357)'::geometry, ST_Transform('SRID=4326;POINT(4.408361 39.427357)'::geometry, 3857)), +(1082, 'SRID=4326;POINT(4.409058 39.42786)'::geometry, ST_Transform('SRID=4326;POINT(4.409058 39.42786)'::geometry, 3857)), +(1083, 'SRID=4326;POINT(4.4091 39.427155)'::geometry, ST_Transform('SRID=4326;POINT(4.4091 39.427155)'::geometry, 3857)), +(1084, 'SRID=4326;POINT(4.408596 39.427209)'::geometry, ST_Transform('SRID=4326;POINT(4.408596 39.427209)'::geometry, 3857)), +(1085, 'SRID=4326;POINT(4.40852 39.427486)'::geometry, ST_Transform('SRID=4326;POINT(4.40852 39.427486)'::geometry, 3857)), +(1086, 'SRID=4326;POINT(4.408387 39.427188)'::geometry, ST_Transform('SRID=4326;POINT(4.408387 39.427188)'::geometry, 3857)), +(1087, 'SRID=4326;POINT(4.408612 39.427674)'::geometry, ST_Transform('SRID=4326;POINT(4.408612 39.427674)'::geometry, 3857)), +(1088, 'SRID=4326;POINT(4.408695 39.427922)'::geometry, ST_Transform('SRID=4326;POINT(4.408695 39.427922)'::geometry, 3857)), +(1089, 'SRID=4326;POINT(4.408693 39.427178)'::geometry, ST_Transform('SRID=4326;POINT(4.408693 39.427178)'::geometry, 3857)), +(1090, 'SRID=4326;POINT(4.408216 39.427706)'::geometry, ST_Transform('SRID=4326;POINT(4.408216 39.427706)'::geometry, 3857)), +(1091, 'SRID=4326;POINT(4.408435 39.427732)'::geometry, ST_Transform('SRID=4326;POINT(4.408435 39.427732)'::geometry, 3857)), +(1092, 'SRID=4326;POINT(4.408737 39.42783)'::geometry, ST_Transform('SRID=4326;POINT(4.408737 39.42783)'::geometry, 3857)), +(1093, 'SRID=4326;POINT(4.408624 39.427073)'::geometry, ST_Transform('SRID=4326;POINT(4.408624 39.427073)'::geometry, 3857)), +(1094, 'SRID=4326;POINT(4.408561 39.427638)'::geometry, ST_Transform('SRID=4326;POINT(4.408561 39.427638)'::geometry, 3857)), +(1095, 'SRID=4326;POINT(4.408244 39.427218)'::geometry, ST_Transform('SRID=4326;POINT(4.408244 39.427218)'::geometry, 3857)), +(1096, 'SRID=4326;POINT(4.408828 39.427396)'::geometry, ST_Transform('SRID=4326;POINT(4.408828 39.427396)'::geometry, 3857)), +(1097, 'SRID=4326;POINT(3.576089 38.267499)'::geometry, ST_Transform('SRID=4326;POINT(3.576089 38.267499)'::geometry, 3857)), +(1098, 'SRID=4326;POINT(3.575583 38.267731)'::geometry, ST_Transform('SRID=4326;POINT(3.575583 38.267731)'::geometry, 3857)), +(1099, 'SRID=4326;POINT(3.576442 38.267889)'::geometry, ST_Transform('SRID=4326;POINT(3.576442 38.267889)'::geometry, 3857)), +(1100, 'SRID=4326;POINT(3.576552 38.267045)'::geometry, ST_Transform('SRID=4326;POINT(3.576552 38.267045)'::geometry, 3857)), +(1101, 'SRID=4326;POINT(3.576473 38.267962)'::geometry, ST_Transform('SRID=4326;POINT(3.576473 38.267962)'::geometry, 3857)), +(1102, 'SRID=4326;POINT(3.576205 38.267778)'::geometry, ST_Transform('SRID=4326;POINT(3.576205 38.267778)'::geometry, 3857)), +(1103, 'SRID=4326;POINT(3.575928 38.267777)'::geometry, ST_Transform('SRID=4326;POINT(3.575928 38.267777)'::geometry, 3857)), +(1104, 'SRID=4326;POINT(3.575696 38.267961)'::geometry, ST_Transform('SRID=4326;POINT(3.575696 38.267961)'::geometry, 3857)), +(1105, 'SRID=4326;POINT(3.57577 38.267063)'::geometry, ST_Transform('SRID=4326;POINT(3.57577 38.267063)'::geometry, 3857)), +(1106, 'SRID=4326;POINT(5.456027 39.062911)'::geometry, ST_Transform('SRID=4326;POINT(5.456027 39.062911)'::geometry, 3857)), +(1107, 'SRID=4326;POINT(5.456313 39.063416)'::geometry, ST_Transform('SRID=4326;POINT(5.456313 39.063416)'::geometry, 3857)), +(1108, 'SRID=4326;POINT(5.455901 39.063434)'::geometry, ST_Transform('SRID=4326;POINT(5.455901 39.063434)'::geometry, 3857)), +(1109, 'SRID=4326;POINT(5.455573 39.06381)'::geometry, ST_Transform('SRID=4326;POINT(5.455573 39.06381)'::geometry, 3857)), +(1110, 'SRID=4326;POINT(5.45574 39.063318)'::geometry, ST_Transform('SRID=4326;POINT(5.45574 39.063318)'::geometry, 3857)), +(1111, 'SRID=4326;POINT(-1.544808 33.33398)'::geometry, ST_Transform('SRID=4326;POINT(-1.544808 33.33398)'::geometry, 3857)), +(1112, 'SRID=4326;POINT(-1.544993 33.333714)'::geometry, ST_Transform('SRID=4326;POINT(-1.544993 33.333714)'::geometry, 3857)), +(1113, 'SRID=4326;POINT(-1.544859 33.333711)'::geometry, ST_Transform('SRID=4326;POINT(-1.544859 33.333711)'::geometry, 3857)), +(1114, 'SRID=4326;POINT(-1.544863 33.334479)'::geometry, ST_Transform('SRID=4326;POINT(-1.544863 33.334479)'::geometry, 3857)); +-- polygons table +CREATE TABLE polyg_t (cartodb_id integer, name text, the_geom geometry, the_geom_webmercator geometry); +INSERT INTO polyg_t VALUES +(1, 'A', 'SRID=4326;POLYGON((9 40,8 39,8.5 40,9 41,9 40))'::geometry, ST_Transform('SRID=4326;POLYGON((9 40,8 39,8.5 40,9 41,9 40))'::geometry, 3857)), +(2, 'B', 'SRID=4326;POLYGON((9 40,8 39,8.5 40,9 41,9 40))'::geometry, ST_Transform('SRID=4326;POLYGON((9 40,8 39,8.5 40,9 41,9 40))'::geometry, 3857)), +(3, 'C', 'SRID=4326;POLYGON((9 40,8 39,8.5 40,9 41,9 40))'::geometry, ST_Transform('SRID=4326;POLYGON((9 40,8 39,8.5 40,9 41,9 40))'::geometry, 3857)), +(4, 'D', 'SRID=4326;POLYGON((9 40,8 39,8.5 40,9 41,9 40))'::geometry, ST_Transform('SRID=4326;POLYGON((9 40,8 39,8.5 40,9 41,9 40))'::geometry, 3857)), +(5, 'E', 'SRID=4326;POLYGON((9 40,8 39,8.5 40,9 41,9 40))'::geometry, ST_Transform('SRID=4326;POLYGON((9 40,8 39,8.5 40,9 41,9 40))'::geometry, 3857)); diff --git a/test/overviews/gen_points.rb b/test/overviews/gen_points.rb new file mode 100644 index 0000000..85cf622 --- /dev/null +++ b/test/overviews/gen_points.rb @@ -0,0 +1,43 @@ +# Ruby script to generate test/overviews/fixtures.sql for testing overviews +# Generated tables: +# * base_bare_t -- points without attributes (only PK, geometries) + +NUM_CLUSTERS = 128 +MAX_PER_CLUSTER = 16 +CLUSTER_RADIUS = 1E-3 +MIN_X = -10.0 +MAX_X = 10.0 +MIN_Y = 30.0 +MAX_Y = 40.0 +ATTRIBUTES = "number double precision, int_number integer, name text, start date" + +id = 0 +POINTS = (0...NUM_CLUSTERS).map{ + x = MIN_X + rand()*(MAX_X - MIN_X) + y = MIN_Y + rand()*(MAX_Y - MIN_Y) + (0..rand(MAX_PER_CLUSTER)).map{ + id += 1 + { + id: id, + x: (x + rand()*CLUSTER_RADIUS).round(6), + y: (y + rand()*CLUSTER_RADIUS).round(6) + } + } +}.flatten + +values = POINTS.map{ |point| + "#{point[:id]}, 'SRID=4326;POINT(#{point[:x]} #{point[:y]})'::geometry, ST_Transform('SRID=4326;POINT(#{point[:x]} #{point[:y]})'::geometry, 3857)" +} + +File.open('fixtures.sql', 'w') do |sql| + + sql.puts "-- bare table with no attribute columns" + sql.puts "CREATE TABLE base_bare_t (cartodb_id integer, the_geom geometry, the_geom_webmercator geometry);" + sql.puts "INSERT INTO base_bare_t VALUES" + sql.puts values.map{|v| "(#{v})"}.join(",\n") + ";" + + sql.puts "-- table with attributes" + sql.puts "CREATE TABLE base_t (cartodb_id integer, the_geom geometry, the_geom_webmercator geometry, #{ATTRIBUTES});" + sql.puts "INSERT INTO base_t VALUES" + sql.puts values.map{|v| "(#{v})"}.join(",\n") + ";" +end