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test_getting_columns.py
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557 lines (488 loc) · 17.9 KB
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from sql_metadata.keywords_lists import QueryType
from sql_metadata.parser import Parser
def test_cast_and_convert_functions():
# https://dev.mysql.com/doc/refman/8.0/en/cast-functions.html
parser = Parser("SELECT count(c) as test, id FROM foo where cast(d as bigint) > e")
assert parser.columns == ["c", "id", "d", "e"]
assert parser.columns_dict == {"select": ["c", "id"], "where": ["d", "e"]}
parser = Parser("SELECT CONVERT(latin1_column USING utf8) FROM latin1_table;")
assert parser.columns == ["latin1_column"]
assert parser.columns_dict == {"select": ["latin1_column"]}
def test_queries_with_null_conditions():
parser = Parser(
"SELECT id FROM cm WHERE cm.status = 1 AND cm.OPERATIONDATE IS NULL "
"AND cm.OID IN(123123);"
)
assert parser.columns == ["id", "cm.status", "cm.OPERATIONDATE", "cm.OID"]
assert parser.columns_dict == {
"select": ["id"],
"where": ["cm.status", "cm.OPERATIONDATE", "cm.OID"],
}
parser = Parser(
"SELECT id FROM cm WHERE cm.status = 1 AND cm.OPERATIONDATE IS NOT NULL "
"AND cm.OID IN(123123);"
)
assert parser.columns == ["id", "cm.status", "cm.OPERATIONDATE", "cm.OID"]
assert parser.columns_dict == {
"select": ["id"],
"where": ["cm.status", "cm.OPERATIONDATE", "cm.OID"],
}
def test_queries_with_distinct():
assert Parser("SELECT DISTINCT DATA.ASSAY_ID FROM foo").columns == ["DATA.ASSAY_ID"]
assert Parser("SELECT UNIQUE DATA.ASSAY_ID FROM foo").columns == ["DATA.ASSAY_ID"]
def test_joins():
assert ["page_title", "rd_title", "rd_namespace", "page_id", "rd_from"] == Parser(
"SELECT page_title FROM `redirect` INNER JOIN `page` "
"ON (rd_title = 'foo' AND rd_namespace = '100' AND (page_id = rd_from))"
).columns
assert ["page_title"] == Parser(
"SELECT page_title FROM `redirect` CROSS JOIN `page` "
).columns
assert ["page_title", "rd_title"] == Parser(
"SELECT page_title FROM `redirect` CROSS JOIN (select rd_title from `page`) as other"
).columns
def test_joins_using():
parser = Parser(
"SELECT page_title FROM `redirect` INNER JOIN `page` "
"USING (page_title, rd_title, rd_namespace)"
)
assert parser.columns == ["page_title", "rd_title", "rd_namespace"]
assert parser.columns_dict == {
"select": ["page_title"],
"join": ["page_title", "rd_title", "rd_namespace"],
}
def test_getting_columns():
assert Parser("SELECT * FROM `test_table`").columns == ["*"]
assert Parser("SELECT foo.* FROM `test_table`").columns == ["foo.*"]
assert Parser("SELECT foo FROM `test_table`").columns == ["foo"]
assert Parser("SELECT count(foo) FROM `test_table`").columns == ["foo"]
assert Parser("SELECT COUNT(foo), max(time_id) FROM `test_table`").columns == [
"foo",
"time_id",
]
assert Parser("SELECT id, foo FROM test_table WHERE id = 3").columns == [
"id",
"foo",
]
assert Parser(
"SELECT id, foo FROM test_table WHERE foo_id = 3 AND bar = 5"
).columns == ["id", "foo", "foo_id", "bar"]
assert Parser(
"SELECT foo, count(*) as bar FROM `test_table` WHERE id = 3"
).columns == ["foo", "id"]
assert Parser("SELECT foo, test as bar FROM `test_table`").columns == [
"foo",
"test",
]
assert Parser("SELECT /* a comment */ bar FROM test_table").columns == ["bar"]
assert Parser("""
WITH foo AS (SELECT test_table.* FROM test_table)
SELECT foo.bar FROM foo
""").columns == ["test_table.*", "bar"]
def test_columns_with_order_by():
assert Parser("SELECT foo FROM bar ORDER BY id").columns == ["foo", "id"]
assert Parser("SELECT foo FROM bar WHERE id > 20 ORDER BY id").columns == [
"foo",
"id",
]
assert Parser("SELECT id, foo FROM bar ORDER BY id DESC").columns == [
"id",
"foo",
]
assert Parser("SELECT user_id,foo FROM bar ORDER BY id LIMIT 20").columns == [
"user_id",
"foo",
"id",
]
def test_update_and_replace():
# UPDATE queries
parser = Parser(
"UPDATE `page` SET page_touched = other_column WHERE page_id = 'test'"
)
assert parser.columns == ["page_touched", "other_column", "page_id"]
assert parser.columns_dict == {
"update": ["page_touched", "other_column"],
"where": ["page_id"],
}
parser = Parser("UPDATE `page` SET page_touched = 'value' WHERE page_id = 'test'")
assert parser.columns == ["page_touched", "page_id"]
assert parser.columns_dict == {"update": ["page_touched"], "where": ["page_id"]}
# REPLACE queries
parser = Parser(
"REPLACE INTO `page_props` (pp_page,pp_propname,pp_value) "
"VALUES ('47','infoboxes','')"
)
assert parser.query_type == QueryType.REPLACE
assert parser.columns == ["pp_page", "pp_propname", "pp_value"]
assert parser.columns_dict == {"insert": ["pp_page", "pp_propname", "pp_value"]}
def test_complex_queries_columns():
# @see https://github.com/macbre/sql-metadata/issues/6
assert Parser(
"SELECT 1 as c FROM foo_pageviews WHERE time_id = '2018-01-07 00:00:00' "
"AND period_id = '2' LIMIT 1"
).columns == ["time_id", "period_id"]
# table aliases
parser = Parser(
"SELECT r.wiki_id AS id, pageviews_7day AS pageviews "
"FROM report_wiki_recent_pageviews AS r "
"INNER JOIN dimension_wikis AS d ON r.wiki_id = d.wiki_id "
"WHERE d.is_public = '1' "
"AND r.lang IN ( 'en', 'ru' ) AND r.hub_name = 'gaming' "
"ORDER BY pageviews DESC LIMIT 300"
)
assert parser.columns_aliases_names == ["id", "pageviews"]
assert parser.columns_aliases == {
"id": "report_wiki_recent_pageviews.wiki_id",
"pageviews": "pageviews_7day",
}
assert parser.columns == [
"report_wiki_recent_pageviews.wiki_id",
"pageviews_7day",
"dimension_wikis.wiki_id",
"dimension_wikis.is_public",
"report_wiki_recent_pageviews.lang",
"report_wiki_recent_pageviews.hub_name",
]
assert parser.columns_aliases_dict == {
"order_by": ["pageviews"],
"select": ["id", "pageviews"],
}
assert parser.columns_aliases == {
"id": "report_wiki_recent_pageviews.wiki_id",
"pageviews": "pageviews_7day",
}
assert parser.columns_dict == {
"select": ["report_wiki_recent_pageviews.wiki_id", "pageviews_7day"],
"join": ["report_wiki_recent_pageviews.wiki_id", "dimension_wikis.wiki_id"],
"where": [
"dimension_wikis.is_public",
"report_wiki_recent_pageviews.lang",
"report_wiki_recent_pageviews.hub_name",
],
"order_by": ["pageviews_7day"],
}
# self joins
parser = Parser(
"SELECT count(fw1.wiki_id) as wam_results_total FROM `fact_wam_scores` `fw1` "
"left join `fact_wam_scores` `fw2` ON ((fw1.wiki_id = fw2.wiki_id) AND "
"(fw2.time_id = FROM_UNIXTIME(1466380800))) left join `dimension_wikis` `dw` "
"ON ((fw1.wiki_id = dw.wiki_id)) "
"WHERE (fw1.time_id = FROM_UNIXTIME(1466467200)) "
"AND (dw.url like '%%' OR dw.title like '%%') AND fw1.vertical_id IN "
"('0','1','2','3','4','5','6','7') AND (fw1.wiki_id NOT "
"IN ('23312','70256','168929','463633','381622','1089624')) "
"AND ((dw.url IS NOT NULL AND dw.title IS NOT NULL))"
)
assert parser.tables_aliases == {
"dw": "dimension_wikis",
"fw1": "fact_wam_scores",
"fw2": "fact_wam_scores",
}
assert parser.columns == [
"fact_wam_scores.wiki_id",
"fact_wam_scores.time_id",
"dimension_wikis.wiki_id",
"dimension_wikis.url",
"dimension_wikis.title",
"fact_wam_scores.vertical_id",
]
assert parser.columns_dict == {
"select": ["fact_wam_scores.wiki_id"],
"join": [
"fact_wam_scores.wiki_id",
"fact_wam_scores.time_id",
"dimension_wikis.wiki_id",
],
"where": [
"fact_wam_scores.time_id",
"dimension_wikis.url",
"dimension_wikis.title",
"fact_wam_scores.vertical_id",
"fact_wam_scores.wiki_id",
],
}
def test_columns_with_comments():
parser = Parser(
"INSERT /* VoteHelper::addVote xxx */ "
"INTO `page_vote` (article_id,user_id,`time`) "
"VALUES ('442001','27574631','20180228130846')"
)
assert parser.query_type == QueryType.INSERT
assert parser.columns == ["article_id", "user_id", "time"]
# REPLACE queries
parser = Parser(
"REPLACE INTO `page_props` (pp_page,pp_propname,pp_value) "
"VALUES ('47','infoboxes','')"
)
assert parser.query_type == QueryType.REPLACE
assert parser.columns == ["pp_page", "pp_propname", "pp_value"]
assert parser.columns_dict == {"insert": ["pp_page", "pp_propname", "pp_value"]}
assert Parser(
"SELECT /* CategoryPaginationViewer::processSection */ "
"page_namespace,page_title,page_len,page_is_redirect,cl_sortkey_prefix "
"FROM `page` "
"INNER JOIN `categorylinks` FORCE INDEX (cl_sortkey) ON ((cl_from = page_id)) "
"WHERE cl_type = 'page' AND cl_to = 'Spotify/Song' "
"ORDER BY cl_sortkey LIMIT 927600,200"
).columns_dict == {
"select": [
"page_namespace",
"page_title",
"page_len",
"page_is_redirect",
"cl_sortkey_prefix",
],
"join": ["cl_from", "page_id"],
"where": ["cl_type", "cl_to"],
"order_by": ["cl_sortkey"],
}
parser = Parser("""WITH aa AS --sdfsdfsdf
(SELECT C1, C2 FROM T1)
SELECT C1, C2 FROM aa""")
assert parser.columns == ["C1", "C2"]
assert parser.columns_dict == {"select": ["C1", "C2"]}
def test_columns_with_keyword_aliases():
parser = Parser(
"SELECT date_format(time_id,'%Y-%m-%d') AS date, pageviews AS cnt "
"FROM rollup_wiki_pageviews "
"WHERE period_id = '2' "
"AND wiki_id = '1676379' "
"AND time_id BETWEEN '2018-01-08' "
"AND '2018-01-01'"
)
assert parser.columns == ["time_id", "pageviews", "period_id", "wiki_id"]
assert parser.columns_aliases_names == ["date", "cnt"]
def test_columns_and_sql_functions():
"""
See https://github.com/macbre/sql-metadata/issues/125
"""
assert Parser("SELECT max(col3)+avg(col)+1+sum(col2) from dual").columns == [
"col3",
"col",
"col2",
]
assert Parser("SELECT avg(col)+sum(col2) from dual").columns == ["col", "col2"]
assert Parser(
"SELECT count(col)+max(col2)+ min(col3)+ count(distinct col4) + "
"custom_func(col5) from dual"
).columns == ["col", "col2", "col3", "col4", "col5"]
def test_columns_starting_with_keywords():
query = """
SELECT `schema_name`, full_table_name, `column_name`, `catalog_name`,
`table_name`, column_length, column_weight, annotation
FROM corporate.all_tables
"""
parser = Parser(query)
assert parser.columns == [
"schema_name",
"full_table_name",
"column_name",
"catalog_name",
"table_name",
"column_length",
"column_weight",
"annotation",
]
def test_columns_as_unquoted_keywords():
query = """
SELECT schema_name, full_table_name, column_name, catalog_name,
table_name, column_length, column_weight, annotation
FROM corporate.all_tables
"""
parser = Parser(query)
assert parser.columns == [
"schema_name",
"full_table_name",
"column_name",
"catalog_name",
"table_name",
"column_length",
"column_weight",
"annotation",
]
def test_columns_with_keywords_parts():
query = """
SELECT column_length, column_weight, table_random, drop_20, create_table
FROM sample_table
"""
assert Parser(query).columns == [
"column_length",
"column_weight",
"table_random",
"drop_20",
"create_table",
]
def test_columns_with_complex_aliases_same_as_columns():
query = """
SELECT targetingtype, sellerid, sguid, 'd01' as datetype, adgroupname, targeting,
customersearchterm,
'product_search_term' as `type`,
sum(impressions) as impr,
sum(clicks) as clicks,
sum(seventotalunits) as sold,
sum(sevenadvertisedskuunits) as advertisedskuunits,
sum(sevenotherskuunits) as otherskuunits,
sum(sevendaytotalsales) as totalsales,
round(sum(spend), 4) as spend, if(sum(impressions) > 0,
round(sum(clicks)/sum(impressions), 4), 0) as ctr,
if(sum(clicks) > 0, round(sum(seventotalunits)/sum(clicks), 4), 0) as cr,
if(sum(clicks) > 0, round(sum(spend)/sum(clicks), 2), 0) as cpc
from amazon_pl.search_term_report_impala
where reportday >= to_date('2021-05-16 00:00:00.0')
and reportday <= to_date('2021-05-16 00:00:00.0')
and targetingtype in ('auto','manual')
and sguid is not null and sguid != ''
group by targetingtype,sellerid,sguid,adgroupname,targeting,customersearchterm
order by impr desc
"""
parser = Parser(query)
assert parser.columns == [
"targetingtype",
"sellerid",
"sguid",
"adgroupname",
"targeting",
"customersearchterm",
"impressions",
"clicks",
"seventotalunits",
"sevenadvertisedskuunits",
"sevenotherskuunits",
"sevendaytotalsales",
"spend",
"reportday",
]
def test_columns_aliases_as_unqoted_keywords():
query = """
SELECT
product_search_term as type,
sum(clicks) as clicks,
sum(seventotalunits) as schema_name,
sum(sevenadvertisedskuunits) as advertisedskuunits
from amazon_pl.search_term_report_impala
"""
parser = Parser(query)
assert parser.columns == [
"product_search_term",
"clicks",
"seventotalunits",
"sevenadvertisedskuunits",
]
assert parser.columns_aliases_names == [
"type",
"clicks",
"schema_name",
"advertisedskuunits",
]
assert parser.columns_aliases == {
"advertisedskuunits": "sevenadvertisedskuunits",
"schema_name": "seventotalunits",
"type": "product_search_term",
}
def test_columns_with_aliases_same_as_columns():
query = """
SELECT
round(sum(impressions),1) as impressions,
sum(clicks) as clicks
from amazon_pl.search_term_report_impala
"""
parser = Parser(query)
assert parser.columns == ["impressions", "clicks"]
assert parser.columns_aliases == {}
query = """
SELECT
if(sum(clicks) > 0, round(sum(seventotalunits)/sum(clicks), 4), 0) as clicks,
if(sum(clicks) > 0, round(sum(spend)/sum(clicks), 2), 0) as cpc
from amazon_pl.search_term_report_impala
"""
parser = Parser(query)
assert parser.columns == ["clicks", "seventotalunits", "spend"]
assert parser.columns_aliases == {
"clicks": ["clicks", "seventotalunits"],
"cpc": ["clicks", "spend"],
}
def test_columns_with_distinct():
query = "SELECT DISTINCT customer_id FROM table"
parser = Parser(query)
assert parser.columns == ["customer_id"]
assert parser.columns_dict == {"select": ["customer_id"]}
def test_getting_columns_dict_with_distinct():
query = "select a from tb1 where b in (select distinct b from tb2)"
parsed = Parser(query)
assert parsed.columns_dict == {"select": ["a", "b"], "where": ["b"]}
assert parsed.columns == ["a", "b"]
def test_aliases_switching_column_names():
query = "select a as b, b as a from tb"
parsed = Parser(query)
assert parsed.columns == ["a", "b"]
assert parsed.columns_dict == {"select": ["a", "b"]}
def test_having_columns():
query = """
SELECT Country
FROM Customers
GROUP BY Country
HAVING COUNT(CustomerID) > 5;
"""
parsed = Parser(query)
assert parsed.columns == ["Country", "CustomerID"]
assert parsed.columns_dict == {
"select": ["Country"],
"group_by": ["Country"],
"having": ["CustomerID"],
}
def test_nested_queries():
query = """
SELECT max(dt) FROM
(
SELECT max(dt) as dt FROM t
UNION ALL
SELECT max(dt) as dt FROM t2
)
"""
parser = Parser(query)
assert parser.columns == ["dt"]
assert parser.columns_dict == {"select": ["dt"]}
query = """
SELECT max(dt) FROM
(
SELECT max(dt) as dt FROM t
)
"""
parser = Parser(query)
assert parser.columns == ["dt"]
assert parser.columns_dict == {"select": ["dt"]}
query = """
SELECT max(dt) FROM
(
SELECT dt FROM t
)
"""
parser = Parser(query)
assert parser.columns == ["dt"]
assert parser.columns_dict == {"select": ["dt"]}
def test_double_inner_join():
query = """
SELECT loan.loan_id, district.a3 AS district, district.a11 AS average_salary
FROM loan
INNER JOIN account ON loan.account_id = account.account_id
INNER JOIN district ON account.district_id = district.district_id WHERE loan.duration = 60
"""
parser = Parser(query)
assert "loan.account_id" in parser.columns
assert parser.tables == ["loan", "account"]
def test_keyword_column_source():
"""
https://github.com/macbre/sql-metadata/issues/594
"""
# Test with 'source' as last column
parser = Parser("select foo, bar, source from my_table")
assert parser.columns == ["foo", "bar", "source"]
# Test with 'source' in the middle
parser = Parser("select foo, source, bar from my_table")
assert parser.columns == ["foo", "source", "bar"]
# Test with 'source' as first column
parser = Parser("select source, foo, bar from my_table")
assert parser.columns == ["source", "foo", "bar"]
# Test with 'source' as only column
parser = Parser("select source from my_table")
assert parser.columns == ["source"]