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a/handling_dataset/main.py b/handling_dataset/main.py index 447303a..01ffb69 100644 --- a/handling_dataset/main.py +++ b/handling_dataset/main.py @@ -89,12 +89,24 @@ def is_question_tagged_postgresql(postgresql_tags: list, question_tags: str) -> question_tags -- string of the current question's tags. """ - correct = False - for tag in postgresql_tags: - if tag in question_tags: - correct = True + question_tags_split = re.findall('<(.+?)>', question_tags) + + found_sql_tag = False + for question_tag in question_tags_split: + if question_tag == 'sql': + found_sql_tag = True break - return correct + + if not found_sql_tag: + return False + + question_tags_split.remove('sql') + + for question_tag in question_tags_split: + for postgresql_tag in postgresql_tags: + if question_tag == postgresql_tag: + return True + return False def filter_postgresql_questions(input_filepath_posts_xml: str, input_filepath_tags_xml: str, output_filepath_questions: str, output_filepath_answers: str) -> None: """Filter out postgresql questions. @@ -326,4 +338,11 @@ def load_code_sections(input_filepath_codes: str) -> dict: tmp = eval(line.rstrip()) result[tmp[0]] = tmp[1] - return result \ No newline at end of file + return result + + + +if __name__ == '__main__': + #filter_postgresql_questions('D:\\stackoverflow.com\\Posts.xml', 'D:\\stackoverflow.com\\Tags.xml', 'D:\\postgresql_questions.txt', 'D:\\all_answers.txt') + #get_postgresql_tags('D:\\stackoverflow.com\\Tags.xml') + pass \ No newline at end of file diff --git a/main.py b/main.py index bad145d..bf25ab7 100644 --- a/main.py +++ b/main.py @@ -1,12 +1,12 @@ import sqlglot.dialects import sqlglot.dialects.dialect +import sqlglot.errors import sqlglot.optimizer import sqlglot.optimizer.qualify from handling_dataset.main import filter_postgresql_questions, load_code_sections, get_questions, link_questions_with_answers, save_code_sections import re import os.path import sqlglot -import copy import config from io import StringIO @@ -98,6 +98,7 @@ def analyze(id: str, codes: list) -> tuple: parsed = 0 not_parsed = 0 is_none = 0 + not_empty_columns_tables_aliases = 0 for code_list in codes: all_codes_string = erase_html(code_list) for code in all_codes_string.split(';'): @@ -109,6 +110,24 @@ def analyze(id: str, codes: list) -> tuple: expression_tree = sqlglot.parse(code, dialect='postgres') if expression_tree == [None]: is_none += 1 + correct = True + continue + + for ast in expression_tree: + columns = ast.find_all(sqlglot.exp.Column) + tables = ast.find_all(sqlglot.exp.Table) + aliases = ast.find_all(sqlglot.exp.Alias) + + if next(columns, None) is not None: + not_empty_columns_tables_aliases += 1 + continue + if next(tables, None) is not None: + not_empty_columns_tables_aliases += 1 + continue + if next(aliases, None) is not None: + not_empty_columns_tables_aliases += 1 + continue + correct = True except sqlglot.errors.ParseError as pe: correct = False @@ -116,6 +135,9 @@ def analyze(id: str, codes: list) -> tuple: except sqlglot.errors.TokenError as te: correct = False #print(f'----\nTokenError: {te}\n-----') + except sqlglot.errors.OptimizeError as oe: + correct = False + #print(f'----\nOptimizeError: {oe}\n-----') except: correct = False @@ -124,7 +146,7 @@ def analyze(id: str, codes: list) -> tuple: else: not_parsed += 1 - return (parsed, not_parsed, is_none) + return (parsed, not_parsed, is_none, not_empty_columns_tables_aliases) def run(input_filepath_all_answers: str, input_filepath_postgresql_questions: str, input_filepath_linked: str, input_filepath_codes: str) -> None: """Main function. @@ -145,6 +167,7 @@ def run(input_filepath_all_answers: str, input_filepath_postgresql_questions: st parsed = 0 not_parsed = 0 is_none = 0 + not_empty_columns_tables_aliases = 0 for key, values in codes.items(): if not values: @@ -154,18 +177,12 @@ def run(input_filepath_all_answers: str, input_filepath_postgresql_questions: st parsed += tmp[0] not_parsed += tmp[1] is_none += tmp[2] + not_empty_columns_tables_aliases += tmp[3] - print(f'Parsed: {parsed}, not parsed: {not_parsed}, None: {is_none} (included in Parsed)') + print(f'Parsed: {parsed}, not parsed: {not_parsed}, None: {is_none} (included in Parsed), Found col/table/alias: {not_empty_columns_tables_aliases}') print('DONE!') - # Parsed: 931, not parsed: 1802 (původně) - # Parsed: 1122, not parsed: 2251 (ignor prázdných) - # Parsed: 5189, not parsed: 3887 (split na sekce, bez dialektu postgres) - # Parsed: 9723, not parsed: 6415 (split ;) - # Parsed: 9769, not parsed: 6369 (E' -> ', no `) - - # Parsed: 9571, not parsed: 6567 (added dialect='postgres') - # Parsed: 1192213, not parsed: 886185 (all) - # Parsed: 1192213, not parsed: 886185, None: 198696 (included in Parsed) + # new dataset: Parsed: 424400, not parsed: 201498, None: 80004 (included in Parsed) + # Parsed: 344396, not parsed: 201498, None: 80004 (not included in Parsed), Found col/table/alias: 280418 return if os.path.isfile(input_filepath_linked): @@ -187,12 +204,4 @@ def run(input_filepath_all_answers: str, input_filepath_postgresql_questions: st if __name__ == "__main__": run(config.filepaths['all_answers'], config.filepaths['postgresql_questions'], config.filepaths['linked'], config.filepaths['codes']) - - -""" -DONE: - 1. Fix analyze - 2. Fix kapitoly - - - PL/pgSQL zahazuju (DECLARE @OuterPageSize int) -""" \ No newline at end of file + \ No newline at end of file diff --git a/tests.py b/tests.py index 404317d..c88b2f4 100644 --- a/tests.py +++ b/tests.py @@ -78,6 +78,7 @@ def testing2(): print(mydict) +import sqlglot.optimizer.scope import sqlparse def erasing_backslashes(): xd = """SELECT \\\'ALTER TABLE "\\\'||nspname||\\\'"."\\\'||relname||\\\'" DROP CONSTRAINT "\\\'||conname||\\\'";\\\' @@ -118,6 +119,7 @@ def sqlmetadata(): import sqlglot import sqlglot.optimizer import sqlglot.optimizer.qualify +from sqlglot import exp def sqlglottry(): for column in sqlglot.parse_one(""" insert into EscapeTest (text) values (E'This is the first part @@ -169,17 +171,65 @@ def tmp(): expression_tree = undo def whatever(): - expr = "SELECT hello FROM y;" - expr_split = expr.split(';') - for exp in expr_split: - try: - expression_tree = sqlglot.parse(exp) - print(repr(expression_tree)) - if expression_tree == [None]: - print('is None') - - except sqlglot.errors.ParseError as pe: - print(f'ParseError: {pe}') + expr = "SELECT xd.hello FROM y AS xd" + try: + expression_tree = sqlglot.parse(expr) + print(repr(expression_tree)) + + for tmp in expression_tree: + columns = tmp.find_all(exp.Column) + tables = tmp.find_all(exp.Table) + aliases = tmp.find_all(exp.Alias) + + print('Columns!') + for column in columns: + print(column.name) + + print('Tables!') + for table in tables: + print(table.name) + + print('Aliases!') + for alias in aliases: + print(alias.name) + + """ + for node in expression_tree.args['expressions']: + if isinstance(node, exp.Column): + if (node.args['this']): + print(f'Column name: {node.args["this"]}') + if (node.args['table']): + print(f'from table: {node.args["table"]}') + + if isinstance(node, exp.Alias): + if (node.args['this']): + print(f'Column name: {node.args["this"]}') + + if isinstance(node, exp.Table): + if (node.args['this']): + print(f'Column name: {node.args["this"]}') + if (node.args['alias']): + print(f'from table: {node.args["alias"]}') + """ + + except sqlglot.errors.ParseError as pe: + print(f'ParseError: {pe}') + +def test_qualify(): + statement = "INSERT INTO first VALUES((SELECT hello FROM second), world);" + + try: + ASTs = sqlglot.parse(statement) + print(repr(ASTs)) + for AST in ASTs: + root = sqlglot.optimizer.scope.build_scope(AST) + print(root) + for scope in root.traverse(): + print(scope) + except sqlglot.errors.OptimizeError as oe: + print(f'----\nOptimizeError: {oe}\n-----') + if __name__ == '__main__': - whatever() \ No newline at end of file + #whatever() + test_qualify() \ No newline at end of file -- GitLab