adds new private functions
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@ -17,7 +17,7 @@ AS $$
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num_ngbrs, permutations, geom_col, id_col)
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$$ LANGUAGE plpythonu VOLATILE PARALLEL UNSAFE;
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-- Moran's I Local (internal function)
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-- Moran's I Local (internal function) - DEPRECATED
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CREATE OR REPLACE FUNCTION
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_CDB_AreasOfInterestLocal(
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subquery TEXT,
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@ -27,6 +27,29 @@ CREATE OR REPLACE FUNCTION
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permutations INT,
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geom_col TEXT,
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id_col TEXT)
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RETURNS TABLE (
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moran NUMERIC,
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quads TEXT,
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significance NUMERIC,
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rowid INT,
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vals NUMERIC)
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AS $$
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from crankshaft.clustering import Moran
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moran = Moran()
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return moran.local_stat(subquery, column_name, w_type,
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num_ngbrs, permutations, geom_col, id_col)
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$$ LANGUAGE plpythonu VOLATILE PARALLEL UNSAFE;
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-- Moran's I Local (internal function)
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CREATE OR REPLACE FUNCTION
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_CDB_MoransILocal(
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subquery TEXT,
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column_name TEXT,
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w_type TEXT,
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num_ngbrs INT,
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permutations INT,
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geom_col TEXT,
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id_col TEXT)
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RETURNS TABLE (
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moran NUMERIC,
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quads TEXT,
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@ -42,7 +65,8 @@ AS $$
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$$ LANGUAGE plpythonu VOLATILE PARALLEL UNSAFE;
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-- Moran's I Local (public-facing function) - deprecated
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-- Moran's I Local (public-facing function)
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-- Replaces CDB_AreasOfInterestLocal
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CREATE OR REPLACE FUNCTION
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CDB_MoransILocal(
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subquery TEXT,
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@ -62,7 +86,7 @@ RETURNS TABLE (
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AS $$
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SELECT moran, quads, significance, rowid, vals, spatial_lag
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FROM cdb_crankshaft._CDB_AreasOfInterestLocal(
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FROM cdb_crankshaft._CDB_MoransILocal(
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subquery, column_name, w_type,
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num_ngbrs, permutations, geom_col, id_col);
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@ -164,7 +188,7 @@ AS $$
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$$ LANGUAGE plpythonu VOLATILE PARALLEL UNSAFE;
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-- Moran's I Local Rate (internal function)
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-- Moran's I Local Rate (internal function) - DEPRECATED
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CREATE OR REPLACE FUNCTION
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_CDB_AreasOfInterestLocalRate(
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subquery TEXT,
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@ -181,8 +205,7 @@ TABLE(
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quads TEXT,
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significance NUMERIC,
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rowid INT,
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vals NUMERIC,
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spatial_lag NUMERIC)
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vals NUMERIC)
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AS $$
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from crankshaft.clustering import Moran
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moran = Moran()
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@ -210,6 +233,33 @@ AS $$
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$$ LANGUAGE SQL VOLATILE PARALLEL UNSAFE;
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-- Internal function
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CREATE OR REPLACE FUNCTION
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_CDB_MoransILocalRate(
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subquery TEXT,
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numerator TEXT,
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denominator TEXT,
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w_type TEXT,
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num_ngbrs INT,
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permutations INT,
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geom_col TEXT,
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id_col TEXT)
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RETURNS
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TABLE(
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moran NUMERIC,
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quads TEXT,
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significance NUMERIC,
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rowid INT,
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vals NUMERIC,
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spatial_lag NUMERIC)
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AS $$
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from crankshaft.clustering import Moran
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moran = Moran()
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# TODO: use named parameters or a dictionary
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return moran.local_rate_stat(subquery, numerator, denominator, w_type, num_ngbrs, permutations, geom_col, id_col)
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$$ LANGUAGE plpythonu VOLATILE PARALLEL UNSAFE;
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-- Moran's I Rate
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-- Replaces CDB_AreasOfInterestLocalRate
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CREATE OR REPLACE FUNCTION
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CDB_MoransILocalRate(
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@ -232,7 +282,7 @@ TABLE(
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AS $$
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SELECT moran, quads, significance, rowid, vals, spatial_lag
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FROM cdb_crankshaft._CDB_AreasOfInterestLocalRate(
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FROM cdb_crankshaft._CDB_MoransILocalRate(
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subquery, numerator, denominator, w_type,
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num_ngbrs, permutations, geom_col, id_col);
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