move to class-based module
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@@ -10,9 +10,11 @@ CREATE OR REPLACE FUNCTION
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id_col TEXT DEFAULT 'cartodb_id')
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RETURNS TABLE (moran NUMERIC, significance NUMERIC)
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AS $$
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from crankshaft.clustering import moran
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from crankshaft.clustering import Moran
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# TODO: use named parameters or a dictionary
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return moran(subquery, column_name, w_type, num_ngbrs, permutations, geom_col, id_col)
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moran = Moran()
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return moran.global_stat(subquery, column_name, w_type,
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num_ngbrs, permutations, geom_col, id_col)
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$$ LANGUAGE plpythonu;
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-- Moran's I Local (internal function)
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@@ -27,9 +29,11 @@ CREATE OR REPLACE FUNCTION
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id_col TEXT)
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RETURNS TABLE (moran NUMERIC, quads TEXT, significance NUMERIC, rowid INT, vals NUMERIC)
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AS $$
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from crankshaft.clustering import moran_local
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from crankshaft.clustering import Moran
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moran = Moran()
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# TODO: use named parameters or a dictionary
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return moran_local(subquery, column_name, w_type, num_ngbrs, permutations, geom_col, id_col)
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return moran.local_stat(subquery, column_name, w_type,
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num_ngbrs, permutations, geom_col, id_col)
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$$ LANGUAGE plpythonu;
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-- Moran's I Local (public-facing function)
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@@ -120,9 +124,11 @@ CREATE OR REPLACE FUNCTION
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id_col TEXT DEFAULT 'cartodb_id')
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RETURNS TABLE (moran FLOAT, significance FLOAT)
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AS $$
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from crankshaft.clustering import moran_local
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from crankshaft.clustering import Moran
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moran = Moran()
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# TODO: use named parameters or a dictionary
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return moran_rate(subquery, numerator, denominator, w_type, num_ngbrs, permutations, geom_col, id_col)
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return moran.global_rate_stat(subquery, numerator, denominator, w_type,
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num_ngbrs, permutations, geom_col, id_col)
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$$ LANGUAGE plpythonu;
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@@ -140,9 +146,10 @@ CREATE OR REPLACE FUNCTION
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RETURNS
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TABLE(moran NUMERIC, quads TEXT, significance NUMERIC, rowid INT, vals NUMERIC)
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AS $$
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from crankshaft.clustering import moran_local_rate
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from crankshaft.clustering import Moran
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moran = Moran()
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# TODO: use named parameters or a dictionary
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return moran_local_rate(subquery, numerator, denominator, w_type, num_ngbrs, permutations, geom_col, id_col)
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return moran.local_rate_stat(subquery, numerator, denominator, w_type, num_ngbrs, permutations, geom_col, id_col)
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$$ LANGUAGE plpythonu;
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-- Moran's I Local Rate (public-facing function)
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