def test_format_expressions(query: Query, expected_query: Query) -> None:
processor = CustomFunction(
ColumnSet([("param1", String()), ("param2", UInt(8)),
("other_col", String())]),
"f_call",
[("param1", ColType({String})), ("param2", ColType({UInt}))],
partial_function(
"f_call_impl(param1, inner_call(param2), my_const)",
[("my_const", 420)],
),
)
# We cannot just run == on the query objects. The content of the two
# objects is different, being one the AST and the ont the AST + raw body
processor.process_query(query, HTTPRequestSettings())
assert (query.get_selected_columns_from_ast() ==
expected_query.get_selected_columns_from_ast())
assert query.get_groupby_from_ast() == expected_query.get_groupby_from_ast(
)
assert query.get_condition_from_ast(
) == expected_query.get_condition_from_ast()
assert query.get_arrayjoin_from_ast(
) == expected_query.get_arrayjoin_from_ast()
assert query.get_having_from_ast() == expected_query.get_having_from_ast()
assert query.get_orderby_from_ast() == expected_query.get_orderby_from_ast(
)
def test_invalid_call(query: Query) -> None:
processor = CustomFunction(
"f_call",
[("param1", ColType({String})), ("param2", ColType({UInt}))],
simple_function("f_call_impl(param1, inner_call(param2))"),
)
with pytest.raises(InvalidCustomFunctionCall):
processor.process_query(query, HTTPQuerySettings())
def apdex_processor() -> CustomFunction:
return CustomFunction(
"apdex",
[("column", ColType({UInt})), ("satisfied", LiteralType({int}))],
simple_function(
"divide(plus(countIf(lessOrEquals(column, satisfied)), divide(countIf(and(greater(column, satisfied), lessOrEquals(column, multiply(satisfied, 4)))), 2)), count())"
),
)
def failure_rate_processor(columns: ColumnSet) -> CustomFunction:
return CustomFunction(
columns,
"failure_rate",
[],
partial_function(
"divide(countIf(notIn(transaction_status, tuple(ok, cancelled, unknown))), count())",
[(code, SPAN_STATUS_NAME_TO_CODE[code])
for code in ("ok", "cancelled", "unknown")],
),
)
def failure_rate_processor() -> CustomFunction:
return CustomFunction(
"failure_rate",
[],
partial_function(
# We use and(notEquals...) here instead of in(tuple(...)) because it's possible to get an impossible query that sets transaction_status to NULL.
# Clickhouse returns an error if an expression such as NULL in (0, 1, 2) appears.
"divide(countIf(and(notEquals(transaction_status, ok), and(notEquals(transaction_status, cancelled), notEquals(transaction_status, unknown)))), count())",
[(code, SPAN_STATUS_NAME_TO_CODE[code])
for code in ("ok", "cancelled", "unknown")],
),
)