openreplay/ee/api/chalicelib/core/autocomplete_exp.py
2023-01-30 13:00:20 +01:00

256 lines
11 KiB
Python

import schemas
from chalicelib.core import countries, events, metadata
from chalicelib.utils import ch_client
from chalicelib.utils import helper, exp_ch_helper
from chalicelib.utils.event_filter_definition import Event
TABLE = "experimental.autocomplete"
def __get_autocomplete_table(value, project_id):
autocomplete_events = [schemas.FilterType.rev_id.value.upper(),
schemas.EventType.click.value.upper(),
schemas.FilterType.user_device.value.upper(),
schemas.FilterType.user_id.value.upper(),
schemas.FilterType.user_browser.value.upper(),
schemas.FilterType.user_os.value.upper(),
schemas.EventType.custom.value.upper(),
schemas.FilterType.user_country.value.upper(),
schemas.EventType.location.value.upper(),
schemas.EventType.input.value.upper()]
autocomplete_events.sort()
sub_queries = []
c_list = []
for e in autocomplete_events:
if e == schemas.FilterType.user_country:
c_list = countries.get_country_code_autocomplete(value)
if len(c_list) > 0:
sub_queries.append(f"""(SELECT DISTINCT ON(value) type, value
FROM {TABLE}
WHERE project_id = %(project_id)s
AND type= '{e}'
AND value IN %(c_list)s)""")
continue
sub_queries.append(f"""(SELECT type, value
FROM {TABLE}
WHERE project_id = %(project_id)s
AND type= '{e}'
AND value ILIKE %(svalue)s
ORDER BY value
LIMIT 5)""")
if len(value) > 2:
sub_queries.append(f"""(SELECT type, value
FROM {TABLE}
WHERE project_id = %(project_id)s
AND type= '{e}'
AND value ILIKE %(value)s
ORDER BY value
LIMIT 5)""")
with ch_client.ClickHouseClient() as cur:
query = " UNION DISTINCT ".join(sub_queries) + ";"
params = {"project_id": project_id,
"value": helper.string_to_sql_like(value),
"svalue": helper.string_to_sql_like("^" + value),
"c_list": tuple(c_list)}
results = []
try:
results = cur.execute(query=query, params=params)
except Exception as err:
print("--------- CH AUTOCOMPLETE SEARCH QUERY EXCEPTION -----------")
print(cur.format(query=query, params=params))
print("--------- PARAMS -----------")
print(params)
print("--------- VALUE -----------")
print(value)
print("--------------------")
raise err
return results
def __generic_query(typename, value_length=None):
if typename == schemas.FilterType.user_country:
return f"""SELECT DISTINCT value, type
FROM {TABLE}
WHERE
project_id = %(project_id)s
AND type='{typename.upper()}'
AND value IN %(value)s
ORDER BY value"""
if value_length is None or value_length > 2:
return f"""(SELECT DISTINCT value, type
FROM {TABLE}
WHERE
project_id = %(project_id)s
AND type='{typename.upper()}'
AND value ILIKE %(svalue)s
ORDER BY value
LIMIT 5)
UNION DISTINCT
(SELECT DISTINCT value, type
FROM {TABLE}
WHERE
project_id = %(project_id)s
AND type='{typename.upper()}'
AND value ILIKE %(value)s
ORDER BY value
LIMIT 5);"""
return f"""SELECT DISTINCT value, type
FROM {TABLE}
WHERE
project_id = %(project_id)s
AND type='{typename.upper()}'
AND value ILIKE %(svalue)s
ORDER BY value
LIMIT 10;"""
def __generic_autocomplete(event: Event):
def f(project_id, value, key=None, source=None):
with ch_client.ClickHouseClient() as cur:
query = __generic_query(event.ui_type, value_length=len(value))
params = {"project_id": project_id, "value": helper.string_to_sql_like(value),
"svalue": helper.string_to_sql_like("^" + value)}
results = cur.execute(query=query, params=params)
return helper.list_to_camel_case(results)
return f
def __generic_autocomplete_metas(typename):
def f(project_id, text):
with ch_client.ClickHouseClient() as cur:
params = {"project_id": project_id, "value": helper.string_to_sql_like(text),
"svalue": helper.string_to_sql_like("^" + text)}
if typename == schemas.FilterType.user_country:
params["value"] = tuple(countries.get_country_code_autocomplete(text))
if len(params["value"]) == 0:
return []
query = __generic_query(typename, value_length=len(text))
rows = cur.execute(query=query, params=params)
return rows
return f
def __pg_errors_query(source=None, value_length=None):
MAIN_TABLE = exp_ch_helper.get_main_js_errors_sessions_table()
if value_length is None or value_length > 2:
return f"""((SELECT DISTINCT ON(message)
message AS value,
source,
'{events.EventType.ERROR.ui_type}' AS type
FROM {MAIN_TABLE}
WHERE
project_id = %(project_id)s
AND message ILIKE %(svalue)s
AND event_type = 'ERROR'
{"AND source = %(source)s" if source is not None else ""}
LIMIT 5)
UNION DISTINCT
(SELECT DISTINCT ON(name)
name AS value,
source,
'{events.EventType.ERROR.ui_type}' AS type
FROM {MAIN_TABLE}
WHERE
project_id = %(project_id)s
AND name ILIKE %(svalue)s
{"AND source = %(source)s" if source is not None else ""}
LIMIT 5)
UNION DISTINCT
(SELECT DISTINCT ON(message)
message AS value,
source,
'{events.EventType.ERROR.ui_type}' AS type
FROM {MAIN_TABLE}
WHERE
project_id = %(project_id)s
AND message ILIKE %(value)s
{"AND source = %(source)s" if source is not None else ""}
LIMIT 5)
UNION DISTINCT
(SELECT DISTINCT ON(name)
name AS value,
source,
'{events.EventType.ERROR.ui_type}' AS type
FROM {MAIN_TABLE}
WHERE
project_id = %(project_id)s
AND name ILIKE %(value)s
{"AND source = %(source)s" if source is not None else ""}
LIMIT 5));"""
return f"""((SELECT DISTINCT ON(message)
message AS value,
source,
'{events.EventType.ERROR.ui_type}' AS type
FROM {MAIN_TABLE}
WHERE
project_id = %(project_id)s
AND message ILIKE %(svalue)s
{"AND source = %(source)s" if source is not None else ""}
LIMIT 5)
UNION DISTINCT
(SELECT DISTINCT ON(name)
name AS value,
source,
'{events.EventType.ERROR.ui_type}' AS type
FROM {MAIN_TABLE}
WHERE
project_id = %(project_id)s
AND name ILIKE %(svalue)s
{"AND source = %(source)s" if source is not None else ""}
LIMIT 5));"""
def __search_errors(project_id, value, key=None, source=None):
with ch_client.ClickHouseClient() as cur:
query = cur.format(__pg_errors_query(source, value_length=len(value)),
{"project_id": project_id, "value": helper.string_to_sql_like(value),
"svalue": helper.string_to_sql_like("^" + value),
"source": source})
results = cur.execute(query)
return helper.list_to_camel_case(results)
def __search_errors_ios(project_id, value, key=None, source=None):
# TODO: define this when ios events are supported in CH
return []
def __search_metadata(project_id, value, key=None, source=None):
meta_keys = metadata.get(project_id=project_id)
meta_keys = {m["key"]: m["index"] for m in meta_keys}
if len(meta_keys) == 0 or key is not None and key not in meta_keys.keys():
return []
sub_from = []
if key is not None:
meta_keys = {key: meta_keys[key]}
for k in meta_keys.keys():
colname = metadata.index_to_colname(meta_keys[k])
if len(value) > 2:
sub_from.append(f"""((SELECT DISTINCT ON ({colname}) {colname} AS value, '{k}' AS key
FROM {exp_ch_helper.get_main_sessions_table()}
WHERE project_id = %(project_id)s
AND {colname} ILIKE %(svalue)s LIMIT 5)
UNION DISTINCT
(SELECT DISTINCT ON ({colname}) {colname} AS value, '{k}' AS key
FROM {exp_ch_helper.get_main_sessions_table()}
WHERE project_id = %(project_id)s
AND {colname} ILIKE %(value)s LIMIT 5))
""")
else:
sub_from.append(f"""(SELECT DISTINCT ON ({colname}) {colname} AS value, '{k}' AS key
FROM {exp_ch_helper.get_main_sessions_table()}
WHERE project_id = %(project_id)s
AND {colname} ILIKE %(svalue)s LIMIT 5)""")
with ch_client.ClickHouseClient() as cur:
query = cur.format(f"""SELECT key, value, 'METADATA' AS TYPE
FROM({" UNION ALL ".join(sub_from)}) AS all_metas
LIMIT 5;""", {"project_id": project_id, "value": helper.string_to_sql_like(value),
"svalue": helper.string_to_sql_like("^" + value)})
results = cur.execute(query)
return helper.list_to_camel_case(results)