Github user njayaram2 commented on a diff in the pull request: https://github.com/apache/incubator-madlib/pull/141#discussion_r122319562 --- Diff: src/ports/postgres/modules/graph/bfs.py_in --- @@ -0,0 +1,445 @@ +# coding=utf-8 +# +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +# Breadth-First Search + +# Please refer to the bfs.sql_in file for the documentation + +""" +@file bfs.py_in + +@namespace graph +""" + +import plpy +from graph_utils import * +from utilities.control import MinWarning +from utilities.utilities import _assert +from utilities.utilities import extract_keyvalue_params +from utilities.utilities import split_quoted_delimited_str +from utilities.validate_args import table_exists +from utilities.validate_args import columns_exist_in_table + +m4_changequote(`<!', `!>') + +def _validate_bfs(vertex_table, vertex_id, edge_table, edge_params, + source_vertex, out_table, max_distance, directed, grouping_cols_list, **kwargs): + + validate_graph_coding(vertex_table, vertex_id, edge_table, edge_params, + out_table,'BFS') + + _assert((max_distance >= 0) and isinstance(max_distance,int), + """Graph BFS: Invalid max_distance type or value ({0}), must be integer, + be greater than or equal to 0 and be less than max allowable integer + (2147483647).""". + format(max_distance)) + + _assert(isinstance(directed,bool), + """Graph BFS: Invalid value for directed ({0}), must be boolean.""". + format(directed)) + + _assert(isinstance(source_vertex,int), + """Graph BFS: Source vertex {source_vertex} has to be an integer.""". + format(**locals())) + src_exists = plpy.execute(""" + SELECT * FROM {vertex_table} WHERE {vertex_id}={source_vertex} + """.format(**locals())) + if src_exists.nrows() == 0: + plpy.error( + """Graph BFS: Source vertex {source_vertex} is not present in the + vertex table {vertex_table}.""". + format(**locals())) + + vt_error = plpy.execute( + """ SELECT {vertex_id} + FROM {vertex_table} + WHERE {vertex_id} IS NOT NULL + GROUP BY {vertex_id} + HAVING count(*) > 1 """.format(**locals())) + if vt_error.nrows() != 0: + plpy.error( + """Graph BFS: Source vertex table {vertex_table} contains duplicate + vertex id's.""". + format(**locals())) + + _assert(not table_exists(out_table+"_summary"), + "Graph BFS: Output summary table already exists!") + + if grouping_cols_list is not None: + _assert(columns_exist_in_table(edge_table, grouping_cols_list), + """Graph BFS: Not all columns from {grouping_cols_list} are present + in edge table ({edge_table}).""". + format(**locals())) + + return None + +def _grp_from_table(tbl, grp_list): + + """ + Helper function for selecting grouping columns of a table + Args: + @param tbl Name of the table + @param grp_list The list of grouping columns + """ + return ' , '.join([" {tbl}.{i} ".format(**locals()) + for i in grp_list]) + +def _grp_null_checks(grp_list): + + """ + Helper function for generating NULL checks for grouping columns + to be used within a WHERE clause + Args: + @param grp_list The list of grouping columns + """ + return ' AND '.join([" {i} IS NOT NULL ".format(**locals()) + for i in grp_list]) + --- End diff -- Might be a good idea to move functions `_grp_null_checks ` and `_grp_from_table ` to `utilities.validate_args.py_in`. If you do, I would recommend changing the function names to capture the fact that these would return some sql clauses.
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