def validate_op_filter_condition(op_condition,
value_type=str,
value_type_msg='str'):
"""
Verify the op_condition in filter_condition is valid or not.
Args:
op_condition (dict): The op_condition in search_condition.
value_type (type): The value type. Default: str.
value_type_msg (str): The value type message. Default: 'str'.
Raises:
ProfilerFilterConditionException: If the filter_condition param in search_condition is invalid.
"""
filter_key = ["in", "not_in", "partial_match_str_in"]
if not isinstance(op_condition, dict):
raise ProfilerFilterConditionException(
"The filter condition value must be dict.")
for key, value in op_condition.items():
if not isinstance(key, str):
raise ProfilerFilterConditionException(
"The filter key must be str")
if not isinstance(value, list):
raise ProfilerFilterConditionException(
"The filter value must be list")
if key not in filter_key:
raise ProfilerFilterConditionException(
"The filter key must in {}.".format(filter_key))
for item in value:
if not isinstance(item, value_type):
raise ProfilerFilterConditionException(
"The item in filter value must be {}.".format(
value_type_msg))
def validate_minddata_pipeline_condition(condition):
"""
Verify the minddata pipeline search condition is valid or not.
Args:
condition (dict): The minddata pipeline search condition.
Raises:
ProfilerParamTypeErrorException: If the type of the search condition is
invalid.
ProfilerDeviceIdException: If the device_id param in the search
condition is invalid.
ProfilerGroupConditionException: If the group_condition param in the
search condition is invalid.
ProfilerSortConditionException: If the sort_condition param in the
search condition is invalid.
ProfilerFilterConditionException: If the filter_condition param in the
search condition is invalid.
"""
if not isinstance(condition, dict):
log.error("Invalid condition type, it should be dict.")
raise ProfilerParamTypeErrorException(
"Invalid condition type, it should be dict."
)
if "device_id" in condition:
device_id = condition.get("device_id")
if not isinstance(device_id, str):
raise ProfilerDeviceIdException(
"Invalid device_id type, it should be str."
)
if "group_condition" in condition:
validate_group_condition(condition)
if "sort_condition" in condition:
validate_sort_condition(condition, MINDDATA_PIPELINE_COL)
if "filter_condition" in condition:
filter_condition = condition.get('filter_condition')
if not isinstance(filter_condition, dict):
raise ProfilerFilterConditionException(
"The filter condition must be dict."
)
for key, value in filter_condition.items():
if key == 'op_id':
validate_op_filter_condition(
value, value_type=int, value_type_msg='int'
)
elif key == 'op_type':
validate_op_filter_condition(value)
elif key == 'is_display_op_detail':
if not isinstance(key, bool):
raise ProfilerFilterConditionException(
"The condition must be bool."
)
else:
raise ProfilerFilterConditionException(
"The key {} of filter_condition is not support.".format(key)
)
def validate_filter_condition(search_condition):
"""
Verify the filter_condition in search_condition is valid or not.
Args:
search_condition (dict): The search condition.
Raises:
ProfilerFilterConditionException: If the filter_condition param in search_condition is invalid.
"""
def validate_op_filter_condition(op_condition):
"""
Verify the op_condition in filter_condition is valid or not.
Args:
op_condition (dict): The op_condition in search_condition.
Raises:
ProfilerFilterConditionException: If the filter_condition param in search_condition is invalid.
"""
if not isinstance(op_condition, dict):
raise ProfilerFilterConditionException("Wrong op_type filter condition.")
for key, value in op_condition.items():
if not isinstance(key, str):
raise ProfilerFilterConditionException("The filter key must be str")
if not isinstance(value, list):
raise ProfilerFilterConditionException("The filter value must be list")
if key not in filter_key:
raise ProfilerFilterConditionException("The filter key must in {}.".format(filter_key))
for item in value:
if not isinstance(item, str):
raise ProfilerFilterConditionException("The item in filter value must be str")
filter_condition = search_condition.get("filter_condition")
if not isinstance(filter_condition, dict):
raise ProfilerFilterConditionException("The filter condition must be dict.")
filter_key = ["in", "not_in", "partial_match_str_in"]
if filter_condition:
if "op_type" in filter_condition:
op_type_condition = filter_condition.get("op_type")
validate_op_filter_condition(op_type_condition)
if "op_name" in filter_condition:
op_name_condition = filter_condition.get("op_name")
validate_op_filter_condition(op_name_condition)
if "op_type" not in filter_condition and "op_name" not in filter_condition:
raise ProfilerFilterConditionException("The key of filter_condition is not support")
def validate_filter_condition(search_condition):
"""
Verify the filter_condition in search_condition is valid or not.
Args:
search_condition (dict): The search condition.
Raises:
ProfilerFilterConditionException: If the filter_condition param in search_condition is invalid.
"""
filter_condition = search_condition.get("filter_condition")
if not isinstance(filter_condition, dict):
raise ProfilerFilterConditionException("The filter condition must be dict.")
if filter_condition:
if "op_type" in filter_condition:
op_type_condition = filter_condition.get("op_type")
validate_op_filter_condition(op_type_condition)
if "op_name" in filter_condition:
op_name_condition = filter_condition.get("op_name")
validate_op_filter_condition(op_name_condition)
if "op_type" not in filter_condition and "op_name" not in filter_condition:
raise ProfilerFilterConditionException("The key of filter_condition is not support")
def validate_op_filter_condition(op_condition):
"""
Verify the op_condition in filter_condition is valid or not.
Args:
op_condition (dict): The op_condition in search_condition.
Raises:
ProfilerFilterConditionException: If the filter_condition param in search_condition is invalid.
"""
if not isinstance(op_condition, dict):
raise ProfilerFilterConditionException("Wrong op_type filter condition.")
for key, value in op_condition.items():
if not isinstance(key, str):
raise ProfilerFilterConditionException("The filter key must be str")
if not isinstance(value, list):
raise ProfilerFilterConditionException("The filter value must be list")
if key not in filter_key:
raise ProfilerFilterConditionException("The filter key must in {}.".format(filter_key))
for item in value:
if not isinstance(item, str):
raise ProfilerFilterConditionException("The item in filter value must be str")