sql-metadata

Uses tokenized query returned by python-sqlparse and generates query metadata. Extracts column names and tables used by the query. Provides a helper for normalization of SQL queries and tables aliases resolving.

Supported queries syntax:

MySQL
PostgreSQL
Apache Hive

Usage

pip install sql_metadata

>>> import sql_metadata

>>> sql_metadata.get_query_tokens("SELECT * FROM foo")
[<DML 'SELECT' at 0x7F14FFDEB808>, <Wildcard '*' at 0x7F14FFDEB940>, <Keyword 'FROM' at 0x7F14FFDEBBB0>, <Name 'foo' at 0x7F14FFDEB9A8>]

>>> sql_metadata.get_query_columns("SELECT test, id FROM foo, bar")
[u'test', u'id']

>>> sql_metadata.get_query_tables("SELECT a.* FROM product_a.users AS a JOIN product_b.users AS b ON a.ip_address = b.ip_address")
['product_a.users', 'product_b.users']

>>> sql_metadata.get_query_columns("INSERT /* VoteHelper::addVote xxx */  INTO `page_vote` (article_id,user_id,`time`) VALUES ('442001','27574631','20180228130846')")
['article_id', 'user_id', 'time']

>>> sql_metadata.get_query_columns("SELECT a.* FROM product_a.users AS a JOIN product_b.users AS b ON a.ip_address = b.ip_address")
['a.*', 'a.ip_address', 'b.ip_address']

>>> sql_metadata.get_query_tables("SELECT test, id FROM foo, bar")
[u'foo', u'bar']

>>> sql_metadata.get_query_limit_and_offset('SELECT foo_limit FROM bar_offset LIMIT 50 OFFSET 1000')
(50, 1000)

>>> sql_metadata.get_query_limit_and_offset('SELECT foo_limit FROM bar_offset limit 2000,50')
(50, 2000)

>>> sql_metadata.get_query_table_aliases("SELECT test FROM foo AS f")
{'f': 'foo'}

See test/test_query.py file for more examples of a bit more complex queries.

Queries normalization

>>> from sql_metadata import generalize_sql
>>> generalize_sql('SELECT /* Test */ foo FROM bar WHERE id in (1, 2, 56)')
'SELECT foo FROM bar WHERE id in (XYZ)'

See test/test_normalization.py file for more examples of a bit more complex queries.

daniel1205/sql-metadata

sql-metadata

Usage

Queries normalization