netflix / iceberg-python - Conditional Complexity

Intro

Conditional complexity (also called cyclomatic complexity) is a term used to measure the complexity of software. The term refers to the number of possible paths through a program function. A higher value ofter means higher maintenance and testing costs (infosecinstitute.com).
Conditional complexity is calculated by counting all conditions in the program that can affect the execution path (e.g. if statement, loops, switches, and/or operators, try and catch blocks...).
Conditional complexity is measured at the unit level (methods, functions...).
Units are classified in four categories based on the measured McCabe index: 1-5 (simple units), 6-10 (medium complex units), 11-25 (complex units), 26+ (very complex units).

Learn more...

Conditional Complexity Overall

There are 2,451 units with 12,511 lines of code in units (62.8% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
34 medium complex units (1,287 lines of code)
121 simple units (2,131 lines of code)
2,296 very simple units (9,093 lines of code)

Legend:

51+

26-50

11-25

6-10

1-5

Alternative Visuals

3D view of all units

Conditional Complexity per Extension

51+

26-50

11-25

6-10

1-5

Conditional Complexity per Logical Component

primary logical decomposition

51+

26-50

11-25

6-10

1-5

Most Complex Units

Top 50 most complex units

Unit	# lines	McCabe index	# params
def _cast_if_needed() in pyiceberg/io/pyarrow.py	36	25	3
def _files() in pyiceberg/table/inspect.py	103	23	3
def primitive() in pyiceberg/io/pyarrow.py	47	22	2
def handle_primitive_type() in pyiceberg/types.py	44	22	3
def _apply() in pyiceberg/table/update/spec.py	82	19	1
def to_table() in pyiceberg/io/pyarrow.py	34	18	2
def visit_in() in pyiceberg/expressions/visitors.py	24	17	3
def struct() in pyiceberg/avro/resolver.py	25	16	4
def _handle_non_200_response() in pyiceberg/catalog/rest.py	44	16	4
def visit_in() in pyiceberg/expressions/visitors.py	16	15	3
def partitions() in pyiceberg/table/inspect.py	80	15	2
def _generate_manifests_table() in pyiceberg/table/inspect.py	65	15	3
def _merge_group() in pyiceberg/table/update/snapshot.py	20	15	4
def primitive() in pyiceberg/schema.py	31	15	3
def primitive() in pyiceberg/schema.py	31	15	2
def entries() in pyiceberg/table/inspect.py	118	14	2
def _() in pyiceberg/table/update/__init__.py	34	14	3
def transform() in pyiceberg/transforms.py	35	14	3
def strict_project() in pyiceberg/transforms.py	36	14	3
def _convert_schema() in pyiceberg/utils/schema_conversion.py	24	13	4
def visit_not_in() in pyiceberg/expressions/visitors.py	18	13	3
def visit_bound_predicate() in pyiceberg/expressions/visitors.py	32	13	2
def plan_files() in pyiceberg/table/__init__.py	54	13	1
def _create_session() in pyiceberg/catalog/rest.py	20	13	1
def visit_equal() in pyiceberg/expressions/visitors.py	20	12	3
def _compute_deletes() in pyiceberg/table/update/snapshot.py	53	12	1
def _set_column_requirement() in pyiceberg/table/update/schema.py	26	12	5
def field() in pyiceberg/table/update/schema.py	14	12	3
def describe() in pyiceberg/cli/console.py	23	12	5
def eval() in pyiceberg/expressions/visitors.py	11	11	2
def _move() in pyiceberg/table/update/schema.py	18	11	2
def _visit_partition_field() in pyiceberg/partitioning.py	25	11	3
def _validate_identifier_field() in pyiceberg/schema.py	21	11	2
def read() in pyiceberg/avro/reader.py	23	11	2
def _initialize_s3_fs() in pyiceberg/io/pyarrow.py	34	10	2
def _inherit_from_manifest() in pyiceberg/manifest.py	9	10	2
def add_entry() in pyiceberg/manifest.py	23	10	2
def visit_not_starts_with() in pyiceberg/expressions/visitors.py	18	10	3
def visit_not_equal() in pyiceberg/expressions/visitors.py	16	10	3
def literal() in pyiceberg/expressions/literals.py	21	10	1
def append() in pyiceberg/table/__init__.py	27	10	4
def dynamic_partition_overwrite() in pyiceberg/table/__init__.py	34	10	4
def _truncate_table_summary() in pyiceberg/table/snapshots.py	29	10	3
def _partition_field() in pyiceberg/table/update/spec.py	16	10	5
def _existing_manifests() in pyiceberg/table/update/snapshot.py	32	10	1
def _move_fields() in pyiceberg/table/update/schema.py	17	10	3
def _is_field_compatible() in pyiceberg/schema.py	30	10	2
def parse_transform() in pyiceberg/transforms.py	21	10	1
def load_catalog() in pyiceberg/catalog/__init__.py	26	10	2
def load_file_io() in pyiceberg/io/__init__.py	21	9	2