patroni/patroni

21.8

Adjusted Score

21.8

Raw Score

100%

Time Factor

2026-08-06

Last Push

8.6K

Stars

Python

Language

55.2K

Lines of Code

158

Files

1.0K

Pattern Hits

2026-08-09

Scan Date

0.31

HC Hit Rate

What These Metrics Mean

Adjusted Score: Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score: The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor: The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits: Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate: High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files: Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

Longitudinal tracking requires multiple scan runs. Once this repository is re-scanned after new commits land, this chart will visualise how the synthetic code signal evolves over time — enabling you to detect whether AI authorship is growing, stabilising, or being actively corrected by human engineers.

No multi-scan history yet — run the scanner again to build trend data.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 14HIGH 35MEDIUM 27LOW 961

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 1037 distinct pattern matches across 13 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Hyper-Verbose Identifiers452 hits · 381 pts

Severity	File	Line	Snippet	Context
LOW	patroni/validator.py	185	def comma_separated_host_port(string: str) -> bool:	CODE
LOW	patroni/validator.py	197	def validate_host_port_listen(host_port: str) -> bool:	CODE
LOW	patroni/validator.py	210	def validate_host_port_listen_multiple_hosts(host_port: str) -> bool:	CODE
LOW	patroni/validator.py	975	def validate_synchronous_mode(value: Any) -> None:	CODE
LOW	patroni/ha.py	317	def quorum_commit_mode_is_active(self) -> bool:	CODE
LOW	patroni/ha.py	324	def _get_failover_action_name(self) -> str:	CODE
LOW	patroni/ha.py	600	def _handle_rewind_or_reinitialize(self) -> Optional[str]:	CODE
LOW	patroni/ha.py	832	def _maybe_enable_synchronous_mode(self) -> Optional[SyncState]:	CODE
LOW	patroni/ha.py	850	def disable_synchronous_replication(self) -> None:	CODE
LOW	patroni/ha.py	865	def _handle_synchronous_strict_mode(self, dcs_state: SyncState, replication_state: Any) -> bool:	CODE
LOW	patroni/ha.py	915	def _process_quorum_replication(self) -> None:	CODE
LOW	patroni/ha.py	976	def _process_multisync_replication(self) -> None:	CODE
LOW	patroni/ha.py	1050	def _process_multisync_prepromote(self) -> bool:	CODE
LOW	patroni/ha.py	1081	def _process_quorum_prepromote(self) -> None:	CODE
LOW	patroni/ha.py	1101	def process_sync_replication_prepromote(self) -> bool:	CODE
LOW	patroni/ha.py	1184	def enforce_follow_remote_member(self, message: str) -> str:	CODE
LOW	patroni/ha.py	1507	def manual_failover_process_no_leader(self) -> Optional[bool]:	CODE
LOW	patroni/ha.py	1657	def release_leader_key_voluntarily(self, last_lsn: Optional[int] = None) -> None:	CODE
LOW	patroni/ha.py	1776	def should_run_scheduled_action(self, action_name: str, scheduled_at: Optional[datetime.datetime],	CODE
LOW	patroni/ha.py	1811	def process_manual_failover_from_leader(self) -> Optional[str]:	CODE
LOW	patroni/ha.py	1851	def process_unhealthy_cluster(self) -> str:	CODE
LOW	patroni/ha.py	1964	def evaluate_scheduled_restart(self) -> Optional[str]:	CODE
LOW	patroni/ha.py	2118	def handle_long_action_in_progress(self) -> str:	CODE
LOW⚡	patroni/config.py	273	def __get_and_maybe_adjust_int_value(self, config: Dict[str, Any], param: str, min_value: int) -> int:	CODE
LOW	patroni/config.py	293	def _validate_and_adjust_timeouts(self, config: Dict[str, Any]) -> None:	CODE
LOW	patroni/config.py	334	def set_dynamic_configuration(self, configuration: Union[ClusterConfig, Dict[str, Any]]) -> bool:	CODE
LOW	patroni/config.py	360	def reload_local_configuration(self) -> Optional[bool]:	CODE
LOW	patroni/config.py	384	def _process_postgresql_parameters(parameters: Any, is_local: bool = False) -> Dict[str, Any]:	CODE
LOW	patroni/config.py	435	def _safe_copy_dynamic_configuration(self, dynamic_configuration: Dict[str, Any]) -> Dict[str, Any]:	CODE
LOW	patroni/config.py	481	def _build_environment_configuration() -> Dict[str, Any]:	CODE
LOW	patroni/config.py	712	def _build_effective_configuration(self, dynamic_configuration: Dict[str, Any],	CODE
LOW	patroni/config.py	831	def build_effective_postgresql_configuration(self, role: PostgresqlRole) -> Dict[str, Any]:	CODE
LOW	patroni/config.py	878	def _validate_contradictory_tags(self) -> None:	CODE
LOW	patroni/log.py	130	def _try_to_report_lost_records(self) -> None:	CODE
LOW	patroni/global_config.py	39	def _cluster_has_valid_config(cluster: Optional['Cluster']) -> bool:	CODE
LOW	patroni/global_config.py	120	def is_synchronous_mode_strict(self) -> bool:	CODE
LOW	patroni/global_config.py	124	def get_standby_cluster_config(self) -> Any:	CODE
LOW	patroni/file_perm.py	76	def set_permissions_from_data_directory(self, data_dir: str) -> None:	CODE
LOW	patroni/ctl.py	586	def get_all_members_leader_first(cluster: Cluster) -> Iterator[Member]:	CODE
LOW	patroni/ctl.py	1255	def _do_failover_or_switchover(action: str, cluster_name: str, group: Optional[int], candidate: Optional[str],	CODE
LOW	patroni/ctl.py	1833	def wait_until_pause_is_applied(dcs: AbstractDCS, paused: bool, old_cluster: Cluster) -> None:	CODE
LOW	patroni/ctl.py	2019	def format_config_for_editing(data: Any, default_flow_style: bool = False) -> str:	CODE
LOW	patroni/quorum.py	255	def __handle_non_steady_cases(self) -> Iterator[Transition]:	CODE
LOW	patroni/quorum.py	375	def __handle_replication_factor_change(self) -> Iterator[Transition]:	CODE
LOW	patroni/api.py	1904	def get_certificate_serial_number(self) -> Optional[str]:	CODE
LOW	patroni/utils.py	323	def convert_int_from_base_unit(base_value: int, base_unit: Optional[str]) -> Optional[str]:	CODE
LOW	patroni/utils.py	367	def convert_real_from_base_unit(base_value: float, base_unit: Optional[str]) -> Optional[str]:	CODE
LOW	patroni/utils.py	411	def maybe_convert_from_base_unit(base_value: str, vartype: str, base_unit: Optional[str]) -> str:	CODE
LOW	patroni/config_generator.py	327	def _get_bin_dir_from_running_instance(self) -> str:	CODE
LOW	patroni/config_generator.py	465	def _enrich_config_from_running_instance(self) -> None:	CODE
LOW	patroni/__main__.py	117	def apply_dynamic_configuration(self, cluster: 'Cluster') -> None:	CODE
LOW	patroni/postgresql/validator.py	235	def _get_postgres_guc_validators(config: Dict[str, Any], parameter: str) -> Tuple[_Transformable, ...]:	CODE
LOW	patroni/postgresql/validator.py	261	def _read_postgres_gucs_validators_file(file: PathLikeObj) -> Dict[str, Any]:	CODE
LOW	patroni/postgresql/validator.py	280	def _load_postgres_gucs_validators() -> None:	CODE
LOW	patroni/postgresql/validator.py	413	def _transform_parameter_value(validators: MutableMapping[str, Tuple[_Transformable, ...]],	CODE
LOW	patroni/postgresql/validator.py	446	def transform_postgresql_parameter_value(version: int, name: str, value: Any,	CODE
LOW	patroni/postgresql/validator.py	473	def transform_recovery_parameter_value(version: int, name: str, value: Any,	CODE
LOW	patroni/postgresql/bootstrap.py	33	def keep_existing_recovery_conf(self) -> bool:	CODE
LOW	patroni/postgresql/sync.py	304	def _handle_synchronous_standby_names_change(self) -> None:	CODE
LOW	patroni/postgresql/sync.py	336	def _process_replica_readiness(self, cluster: Cluster, replica_list: _ReplicaList) -> None:	CODE
392 more matches not shown…

Excessive Try-Catch Wrapping235 hits · 254 pts

Severity	File	Line	Snippet	Context
LOW	setup.py	145	except Exception:	CODE
MEDIUM	setup.py	142	def run(self):	CODE
LOW	patroni/validator.py	237	except Exception:	CODE
LOW	patroni/validator.py	254	except Exception:	CODE
LOW	patroni/validator.py	719	except Exception as e:	CODE
MEDIUM	patroni/ha.py	356	def acquire_lock(self) -> bool:	CODE
LOW	patroni/ha.py	361	except Exception:	CODE
LOW	patroni/ha.py	397	except Exception:	CODE
LOW	patroni/ha.py	403	except Exception:	CODE
LOW	patroni/ha.py	444	except Exception as e:	CODE
LOW	patroni/ha.py	509	except Exception:	CODE
LOW	patroni/ha.py	1257	except Exception as e:	CODE
LOW	patroni/ha.py	1301	except Exception as e:	CODE
LOW	patroni/ha.py	1340	except Exception:	CODE
LOW	patroni/ha.py	1758	except Exception:	CODE
LOW	patroni/ha.py	2267	except Exception as exc1:	CODE
LOW	patroni/ha.py	2274	except Exception as exc2:	CODE
LOW	patroni/ha.py	2493	except Exception:	CODE
LOW	patroni/raft_controller.py	23	except Exception:	CODE
MEDIUM	patroni/raft_controller.py	20	def _run_cycle(self) -> None:	CODE
LOW⚡	patroni/config.py	260	except Exception:	CODE
LOW⚡	patroni/config.py	265	except Exception:	CODE
LOW⚡	patroni/config.py	270	except Exception:	CODE
LOW	patroni/config.py	239	except Exception:	CODE
LOW	patroni/config.py	356	except Exception:	CODE
LOW	patroni/config.py	380	except Exception:	CODE
LOW	patroni/config.py	605	except Exception:	CODE
LOW	patroni/config.py	633	except Exception:	CODE
LOW	patroni/log.py	143	except Exception:	CODE
LOW	patroni/log.py	158	except Exception:	CODE
LOW	patroni/log.py	413	except Exception as e:	CODE
LOW	patroni/log.py	506	except Exception:	CODE
LOW	patroni/file_perm.py	55	except Exception as e:	CODE
LOW	patroni/file_perm.py	87	except Exception as e:	CODE
LOW	patroni/ctl.py	200	except Exception as e:	CODE
LOW	patroni/ctl.py	1406	except Exception:	CODE
LOW	patroni/ctl.py	1824	except Exception as err:	CODE
LOW	patroni/ctl.py	1885	except Exception as err:	CODE
LOW	patroni/ctl.py	2280	except Exception as e:	CODE
LOW	patroni/ctl.py	2375	except Exception as err:	CODE
LOW	patroni/psycopg.py	179	except Exception:	CODE
LOW	patroni/api.py	803	except Exception:	CODE
LOW	patroni/api.py	1035	except Exception:	CODE
LOW	patroni/api.py	1154	except Exception as e:	CODE
LOW	patroni/api.py	1526	except Exception as e:	CODE
LOW	patroni/api.py	1648	except Exception as e:	CODE
LOW	patroni/api.py	1670	except Exception as e:	CODE
LOW	patroni/api.py	1785	except Exception:	CODE
LOW	patroni/api.py	1900	except Exception as e:	CODE
LOW	patroni/api.py	1944	except Exception as e:	CODE
LOW	patroni/async_executor.py	169	except Exception:	CODE
LOW	patroni/config_generator.py	66	except Exception as err:	CODE
LOW	patroni/config_generator.py	526	except Exception as e:	CODE
LOW	patroni/__main__.py	68	except Exception as e:	CODE
LOW	patroni/__main__.py	156	except Exception:	CODE
LOW	patroni/__main__.py	195	except Exception:	CODE
LOW	patroni/__main__.py	267	except Exception:	CODE
LOW	patroni/__main__.py	271	except Exception:	CODE
LOW	patroni/daemon.py	237	except Exception as e:	CODE
LOW	patroni/postgresql/validator.py	230	except Exception as exc:	CODE
175 more matches not shown…

Cross-Language Confusion21 hits · 142 pts

Severity	File	Line	Snippet	Context
HIGH⚡	features/environment.py	635	if subprocess.call([docker, 'info'], stdout=null, stderr=null) != 0:	CODE
HIGH⚡	features/environment.py	640	if subprocess.call([docker, 'info'], stdout=null, stderr=null) != 0:	CODE
HIGH	features/environment.py	1109	'-out', context.certfile], stdout=null, stderr=null)	CODE
HIGH⚡	features/steps/citus.py	70	context.pctl.query(name, 'CREATE TABLE public.d(id int not null)')	CODE
HIGH	tests/test_consul.py	47	'ModifyIndex': 6429, 'Value': b'{"leader": "leader", "sync_standby": null}'},	CODE
HIGH⚡	tests/test_citus.py	254	self.assertTrue(new.equals(expected, True))	CODE
HIGH⚡	tests/test_citus.py	265	self.assertTrue(new.equals(expected, True))	CODE
HIGH⚡	tests/test_citus.py	276	self.assertTrue(new.equals(expected, True))	CODE
HIGH⚡	tests/test_citus.py	286	self.assertTrue(new.equals(expected, True))	CODE
HIGH⚡	tests/test_citus.py	326	self.assertTrue(new.equals(expected, True))	CODE
HIGH⚡	tests/test_citus.py	336	self.assertTrue(new.equals(expected, True))	CODE
HIGH⚡	tests/test_citus.py	346	self.assertTrue(new.equals(expected, True))	CODE
HIGH⚡	tests/test_citus.py	356	self.assertTrue(new.equals(expected, True))	CODE
HIGH⚡	tests/test_citus.py	365	self.assertTrue(new.equals(expected, True))	CODE
HIGH⚡	tests/test_citus.py	374	self.assertTrue(new.equals(expected, True))	CODE
HIGH⚡	tests/test_citus.py	383	self.assertTrue(new.equals(expected, True))	CODE
HIGH⚡	tests/test_citus.py	393	self.assertTrue(new.equals(expected, True))	CODE
HIGH	tests/test_citus.py	229	self.assertTrue(new.equals(expected, True))	CODE
HIGH	tests/test_citus.py	242	self.assertTrue(new.equals(expected, True))	CODE
HIGH	tests/test_citus.py	297	self.assertTrue(new.equals(expected, True))	CODE
HIGH	tests/test_citus.py	312	self.assertTrue(new.equals(expected, True))	CODE

Deep Nesting131 hits · 100 pts

Severity	File	Line	Context
LOW	setup.py	174	CODE
LOW	patroni/validator.py	110	CODE
LOW	patroni/validator.py	270	CODE
LOW	patroni/validator.py	527	CODE
LOW	patroni/validator.py	683	CODE
LOW	patroni/validator.py	757	CODE
LOW	patroni/validator.py	816	CODE
LOW	patroni/ha.py	448	CODE
LOW	patroni/ha.py	754	CODE
LOW	patroni/ha.py	915	CODE
LOW	patroni/ha.py	1119	CODE
LOW	patroni/ha.py	1163	CODE
LOW	patroni/ha.py	1188	CODE
LOW	patroni/ha.py	1367	CODE
LOW	patroni/ha.py	1465	CODE
LOW	patroni/ha.py	1507	CODE
LOW	patroni/ha.py	1776	CODE
LOW	patroni/ha.py	1811	CODE
LOW	patroni/ha.py	1851	CODE
LOW	patroni/ha.py	1911	CODE
LOW	patroni/ha.py	2118	CODE
LOW	patroni/ha.py	2259	CODE
LOW	patroni/ha.py	2497	CODE
LOW	patroni/config.py	242	CODE
LOW	patroni/config.py	384	CODE
LOW	patroni/config.py	435	CODE
LOW	patroni/config.py	481	CODE
LOW	patroni/config.py	712	CODE
LOW	patroni/dynamic_loader.py	73	CODE
LOW	patroni/log.py	342	CODE
LOW	patroni/log.py	441	CODE
LOW	patroni/log.py	509	CODE
LOW	patroni/ctl.py	422	CODE
LOW	patroni/ctl.py	897	CODE
LOW	patroni/ctl.py	1112	CODE
LOW	patroni/ctl.py	1565	CODE
LOW	patroni/ctl.py	1788	CODE
LOW	patroni/ctl.py	2251	CODE
LOW	patroni/api.py	247	CODE
LOW	patroni/api.py	950	CODE
LOW	patroni/api.py	1124	CODE
LOW	patroni/api.py	1651	CODE
LOW	patroni/api.py	1931	CODE
LOW	patroni/utils.py	122	CODE
LOW	patroni/utils.py	913	CODE
LOW	patroni/utils.py	1286	CODE
LOW	patroni/config_generator.py	184	CODE
LOW	patroni/config_generator.py	370	CODE
LOW	patroni/__main__.py	285	CODE
LOW	patroni/__main__.py	388	CODE
LOW	patroni/__main__.py	417	CODE
LOW	patroni/postgresql/bootstrap.py	157	CODE
LOW	patroni/postgresql/bootstrap.py	253	CODE
LOW	patroni/postgresql/bootstrap.py	372	CODE
LOW	patroni/postgresql/sync.py	63	CODE
LOW	patroni/postgresql/sync.py	336	CODE
LOW	patroni/postgresql/sync.py	361	CODE
LOW	patroni/postgresql/callback_executor.py	69	CODE
LOW	patroni/postgresql/config.py	215	CODE
LOW	patroni/postgresql/config.py	519	CODE
71 more matches not shown…

Modern Structural Boilerplate86 hits · 88 pts

Severity	File	Line	Snippet	Context
LOW	patroni/ha.py	27	logger = logging.getLogger(__name__)	CODE
LOW	patroni/ha.py	120	def update_slots(self, slots: Dict[str, int]) -> None:	CODE
LOW	patroni/ha.py	207	def set_is_active(self, value: float) -> None:	CODE
LOW	patroni/ha.py	299	def set_is_leader(self, value: bool) -> None:	CODE
LOW	patroni/ha.py	1163	def update_cluster_history(self) -> None:	CODE
LOW	patroni/ha.py	2252	def set_start_timeout(self, value: Optional[int]) -> None:	CODE
LOW	patroni/raft_controller.py	8	logger = logging.getLogger(__name__)	CODE
LOW	patroni/config.py	25	logger = logging.getLogger(__name__)	CODE
LOW	patroni/config.py	534	def _set_section_values(section: str, params: List[str]) -> None:	CODE
LOW	patroni/dynamic_loader.py	15	logger = logging.getLogger(__name__)	CODE
LOW	patroni/log.py	37	def set_log_file_mode(self, mode: Optional[int]) -> None:	CODE
LOW	patroni/log.py	252	def update_loggers(self, config: Dict[str, Any]) -> None:	CODE
LOW	patroni/file_perm.py	10	logger = logging.getLogger(__name__)	CODE
LOW	patroni/file_perm.py	76	def set_permissions_from_data_directory(self, data_dir: str) -> None:	CODE
LOW	patroni/ctl.py	165	def _set_hline(self, value: str) -> None:	CODE
LOW	patroni/psycopg.py	13	__all__ = ['connect', 'parse_conninfo', 'quote_ident', 'quote_literal',	CODE
LOW	patroni/quorum.py	9	logger = logging.getLogger(__name__)	CODE
LOW	patroni/api.py	37	logger = logging.getLogger(__name__)	CODE
LOW	patroni/api.py	1596	def _set_fd_cloexec(fd: socket.socket) -> None:	CODE
LOW	patroni/utils.py	41	logger = logging.getLogger(__name__)	CODE
LOW	patroni/utils.py	703	def update_delay(self) -> None:	CODE
LOW	patroni/async_executor.py	11	logger = logging.getLogger(__name__)	CODE
LOW	patroni/config_generator.py	370	def _set_pg_params(self, cur: Union['cursor', 'Cursor[Any]']) -> None:	CODE
LOW	patroni/config_generator.py	413	def _set_su_params(self) -> None:	CODE
LOW	patroni/config_generator.py	436	def _set_conf_files(self) -> None:	CODE
LOW	patroni/__main__.py	26	logger = logging.getLogger(__name__)	CODE
LOW	patroni/daemon.py	45	logger = logging.getLogger(__name__)	CODE
LOW	patroni/postgresql/validator.py	14	logger = logging.getLogger(__name__)	CODE
LOW	patroni/postgresql/bootstrap.py	19	logger = logging.getLogger(__name__)	CODE
LOW	patroni/postgresql/sync.py	17	logger = logging.getLogger(__name__)	CODE
LOW	patroni/postgresql/sync.py	415	def set_synchronous_standby_names(self, sync: Collection[str], num: Optional[int] = None) -> None:	CODE
LOW	patroni/postgresql/misc.py	10	logger = logging.getLogger(__name__)	CODE
LOW	patroni/postgresql/callback_executor.py	11	logger = logging.getLogger(__name__)	CODE
LOW	patroni/postgresql/config.py	30	logger = logging.getLogger(__name__)	CODE
LOW	patroni/postgresql/config.py	492	def set_file_permissions(self, filename: str) -> None:	CODE
LOW	patroni/postgresql/slots.py	29	logger = logging.getLogger(__name__)	CODE
LOW⚡	patroni/postgresql/__init__.py	468	def set_enforce_hot_standby_feedback(self, value: bool) -> None:	CODE
LOW⚡	patroni/postgresql/__init__.py	717	def set_role(self, value: PostgresqlRole) -> None:	CODE
LOW⚡	patroni/postgresql/__init__.py	726	def set_state(self, value: PostgresqlState) -> None:	CODE
LOW	patroni/postgresql/__init__.py	43	logger = logging.getLogger(__name__)	CODE
LOW	patroni/postgresql/__init__.py	355	def set_pending_restart_reason(self, diff_dict: CaseInsensitiveDict) -> None:	CODE
LOW	patroni/postgresql/rewind.py	21	logger = logging.getLogger(__name__)	CODE
LOW	patroni/postgresql/connection.py	14	logger = logging.getLogger(__name__)	CODE
LOW	patroni/postgresql/postmaster.py	26	logger = logging.getLogger(__name__)	CODE
LOW	patroni/postgresql/cancellable.py	14	logger = logging.getLogger(__name__)	CODE
LOW	patroni/postgresql/available_parameters/__init__.py	6	logger = logging.getLogger(__name__)	CODE
LOW	patroni/postgresql/mpp/citus.py	20	logger = logging.getLogger(__name__)	CODE
LOW	patroni/postgresql/mpp/citus.py	523	def update_node(self, groupid: int, node: PgDistNode, cooldown: float = 10000) -> None:	CODE
LOW	patroni/postgresql/mpp/citus.py	534	def update_group(self, task: PgDistTask, transaction: bool) -> None:	CODE
LOW	patroni/watchdog/__init__.py	3	__all__ = ['WatchdogError', 'Watchdog']	CODE
LOW	patroni/watchdog/linux.py	212	def set_timeout(self, timeout: int) -> None:	CODE
LOW	patroni/watchdog/linux.py	237	def set_timeout(self, timeout: int) -> None:	CODE
LOW	patroni/watchdog/base.py	12	__all__ = ['WatchdogError', 'Watchdog']	CODE
LOW	patroni/watchdog/base.py	14	logger = logging.getLogger(__name__)	CODE
LOW	patroni/watchdog/base.py	291	def set_timeout(self, timeout: int) -> None:	CODE
LOW	patroni/scripts/wale_restore.py	39	logger = logging.getLogger(__name__)	CODE
LOW	patroni/scripts/aws.py	16	logger = logging.getLogger(__name__)	CODE
LOW	patroni/scripts/barman/utils.py	67	def set_up_logging(log_file: Optional[str] = None) -> None:	CODE
LOW	patroni/dcs/exhibitor.py	14	logger = logging.getLogger(__name__)	CODE
LOW	patroni/dcs/etcd3.py	30	logger = logging.getLogger(__name__)	CODE
26 more matches not shown…

Hallucination Indicators14 hits · 80 pts

Severity	File	Line	Snippet	Context
CRITICAL⚡	tests/test_ha.py	280	self.ha.cluster.config.data.update({'standby_cluster': {'port': 5432}})	STRING
CRITICAL⚡	tests/test_ha.py	1422	self.ha.cluster.config.data.update({'synchronous_mode': True, 'primary_start_timeout': 0})	STRING
CRITICAL⚡	tests/test_ha.py	1431	self.ha.cluster.config.data.update({'primary_stop_timeout': 30})	STRING
CRITICAL⚡	tests/test_ha.py	1769	self.ha.cluster.config.data.clear()	STRING
CRITICAL	tests/test_ha.py	339	self.ha.cluster.config.data.update({'maximum_lag_on_failover': 10})	STRING
CRITICAL	tests/test_ha.py	372	self.ha.cluster.leader.member.data.update(version='2.0.2', role=PostgresqlRole.PRIMARY)	STRING
CRITICAL	tests/test_ha.py	512	self.ha.cluster.config.data.update({'slots': {'l': {'database': 'a', 'plugin': 'b'}}})	STRING
CRITICAL	tests/test_ha.py	517	self.ha.cluster.config.data.update({'postgresql': {'use_slots': False}})	STRING
CRITICAL	tests/test_ha.py	854	self.ha.cluster.config.data.update({'maximum_lag_on_failover': 5})	STRING
CRITICAL	tests/test_ha.py	897	self.ha.cluster.config.data.update({'maximum_lag_on_failover': 5})	STRING
CRITICAL	tests/test_ha.py	1041	self.ha.cluster.config.data.update({'maximum_lag_on_failover': 5})	STRING
CRITICAL	tests/test_ha.py	1190	self.ha.cluster.config.data.update({'maximum_lag_on_failover': 5})	STRING
CRITICAL	tests/test_ha.py	1460	self.ha.cluster.config.data.update({'standby_cluster': {'port': 5432}})	STRING
CRITICAL	tests/test_ha.py	1494	self.ha.cluster.config.data.update({'standby_cluster': {'restore_command': 'foo', 'port': None}})	STRING

Cross-File Repetition14 hits · 70 pts

Severity	File	Snippet	Context
HIGH	patroni/dcs/etcd3.py	load and build the :class:`cluster` object from dcs, which represents a single postgresql cluster. :param path: the path	STRING
HIGH	patroni/dcs/zookeeper.py	load and build the :class:`cluster` object from dcs, which represents a single postgresql cluster. :param path: the path	STRING
HIGH	patroni/dcs/__init__.py	load and build the :class:`cluster` object from dcs, which represents a single postgresql cluster. :param path: the path	STRING
HIGH	patroni/dcs/etcd.py	load and build the :class:`cluster` object from dcs, which represents a single postgresql cluster. :param path: the path	STRING
HIGH	patroni/dcs/consul.py	load and build the :class:`cluster` object from dcs, which represents a single postgresql cluster. :param path: the path	STRING
HIGH	patroni/dcs/kubernetes.py	load and build the :class:`cluster` object from dcs, which represents a single postgresql cluster. :param path: the path	STRING
HIGH	patroni/dcs/raft.py	load and build the :class:`cluster` object from dcs, which represents a single postgresql cluster. :param path: the path	STRING
HIGH	patroni/dcs/etcd3.py	load and build all postgresql clusters from a single mpp cluster. :param path: the path in dcs where to load cluster(s)	STRING
HIGH	patroni/dcs/zookeeper.py	load and build all postgresql clusters from a single mpp cluster. :param path: the path in dcs where to load cluster(s)	STRING
HIGH	patroni/dcs/__init__.py	load and build all postgresql clusters from a single mpp cluster. :param path: the path in dcs where to load cluster(s)	STRING
HIGH	patroni/dcs/etcd.py	load and build all postgresql clusters from a single mpp cluster. :param path: the path in dcs where to load cluster(s)	STRING
HIGH	patroni/dcs/consul.py	load and build all postgresql clusters from a single mpp cluster. :param path: the path in dcs where to load cluster(s)	STRING
HIGH	patroni/dcs/kubernetes.py	load and build all postgresql clusters from a single mpp cluster. :param path: the path in dcs where to load cluster(s)	STRING
HIGH	patroni/dcs/raft.py	load and build all postgresql clusters from a single mpp cluster. :param path: the path in dcs where to load cluster(s)	STRING

Unused Imports45 hits · 40 pts

Severity	File	Line	Context
LOW	patroni/dynamic_loader.py	13	CODE
LOW	patroni/global_config.py	17	CODE
LOW	patroni/ctl.py	51	CODE
LOW	patroni/psycopg.py	10	CODE
LOW	patroni/psycopg.py	11	CODE
LOW	patroni/psycopg.py	11	CODE
LOW	patroni/psycopg.py	23	CODE
LOW	patroni/psycopg.py	23	CODE
LOW	patroni/psycopg.py	23	CODE
LOW	patroni/psycopg.py	23	CODE
LOW	patroni/psycopg.py	75	CODE
LOW	patroni/psycopg.py	75	CODE
LOW	patroni/psycopg.py	75	CODE
LOW	patroni/psycopg.py	75	CODE
LOW	patroni/utils.py	37	CODE
LOW	patroni/config_generator.py	16	CODE
LOW	patroni/__main__.py	23	CODE
LOW	patroni/__main__.py	24	CODE
LOW	patroni/postgresql/bootstrap.py	17	CODE
LOW	patroni/postgresql/sync.py	15	CODE
LOW	patroni/postgresql/config.py	28	CODE
LOW	patroni/postgresql/slots.py	24	CODE
LOW	patroni/postgresql/slots.py	25	CODE
LOW	patroni/postgresql/slots.py	27	CODE
LOW	patroni/postgresql/__init__.py	40	CODE
LOW	patroni/postgresql/__init__.py	40	CODE
LOW	patroni/postgresql/__init__.py	41	CODE
LOW	patroni/postgresql/__init__.py	41	CODE
LOW	patroni/postgresql/connection.py	8	CODE
LOW	patroni/postgresql/connection.py	8	CODE
LOW	patroni/postgresql/mpp/__init__.py	15	CODE
LOW	patroni/postgresql/mpp/__init__.py	16	CODE
LOW	patroni/postgresql/mpp/citus.py	16	CODE
LOW	patroni/watchdog/__init__.py	1	CODE
LOW	patroni/watchdog/__init__.py	1	CODE
LOW	patroni/scripts/barman/config_switch.py	27	CODE
LOW	patroni/scripts/barman/recover.py	27	CODE
LOW	patroni/dcs/zookeeper.py	22	CODE
LOW	patroni/dcs/__init__.py	27	CODE
LOW	patroni/dcs/__init__.py	28	CODE
LOW	patroni/dcs/__init__.py	30	CODE
LOW	patroni/dcs/etcd.py	33	CODE
LOW	patroni/dcs/consul.py	27	CODE
LOW	patroni/dcs/kubernetes.py	33	CODE
LOW	patroni/dcs/raft.py	33	CODE

Over-Commented Block22 hits · 22 pts

Severity	File	Line	Snippet	Context
LOW	postgres1.yml	1	scope: batman	COMMENT
LOW	postgres1.yml	21	#citus:	COMMENT
LOW	postgres1.yml	61	# For kerberos gss based connectivity (discard @.*$)	COMMENT
LOW	postgres0.yml	1	scope: batman	COMMENT
LOW	postgres0.yml	21	#citus:	COMMENT
LOW	postgres0.yml	41	# self_addr: 127.0.0.1:2222	COMMENT
LOW	postgres0.yml	61	#host: 127.0.0.1	COMMENT
LOW	postgres0.yml	81	# max_replication_slots: 10	COMMENT
LOW	postgres0.yml	121	parameters:	COMMENT
LOW	docker-compose-citus.yml	1	# docker compose file for running a Citus cluster	COMMENT
LOW	postgres2.yml	21	#citus:	COMMENT
LOW	postgres2.yml	61	# For kerberos gss based connectivity (discard @.*$)	COMMENT
LOW	patroni/api.py	81	# A hacky way to have decorators that work with and without parameters.	COMMENT
LOW	patroni/postgresql/config.py	341	'old_value': (maybe_convert_from_base_unit(str_value(old_value), vartype, unit)	COMMENT
LOW	patroni/postgresql/postmaster.py	301	# in python. It will start postgres, wait for port to be open and wait until postgres will start	COMMENT
LOW	patroni/scripts/wale_restore.py	1	#!/usr/bin/env python	COMMENT
LOW	docs/conf.py	1	#!/usr/bin/env python3	COMMENT
LOW	docs/conf.py	81	author = 'Patroni Contributors'	COMMENT
LOW	docs/conf.py	141		COMMENT
LOW	docs/conf.py	161		COMMENT
LOW	kubernetes/citus_k8s.yaml	241	- name: pgdata	COMMENT
LOW	kubernetes/patroni_k8s.yaml	101	- name: pgdata	COMMENT

Redundant / Tautological Comments7 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	patroni/validator.py	151	# Check if "socket.IF_INET" or "socket.IF_INET6" is being used and instantiate a socket with the identified	COMMENT
LOW	patroni/ha.py	2216	# Check if we are in startup, when paused defer to main loop for manual failovers.	COMMENT
LOW	patroni/ha.py	2315	# Check if we tried to recover from postgres crash and failed	COMMENT
LOW	patroni/postgresql/config.py	1250	# Check if any parameter was set back to the current pg_settings value	COMMENT
LOW	patroni/postgresql/mpp/citus.py	657	# Add the task to the list if Worker node state is different from the cached `pg_dist_group`	COMMENT
LOW	tests/test_patroni.py	316	# Set role to REPLICA	COMMENT
LOW	tests/test_patroni.py	338	# Set role to REPLICA and mark it as already processed	COMMENT

Self-Referential Comments4 hits · 10 pts

Severity	File	Line	Snippet	Context
MEDIUM	patroni/api.py	1983	# Define the Server header response using the server_tokens option.	COMMENT
MEDIUM	patroni/dcs/zookeeper.py	41	"""This method is trying to establish connection with one of the zookeeper nodes.	STRING
MEDIUM	patroni/dcs/__init__.py	1853	# This method is always called with ``optime`` key, rest of the keys are optional.	COMMENT
MEDIUM	docs/conf.py	7	# This file is execfile()d with the current directory set to its	COMMENT

AI Slop Vocabulary4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	patroni/ha.py	1779	# If the scheduled action is in the far future, we shouldn't do anything and just return.	COMMENT
LOW	patroni/postgresql/validator.py	465	# likely an extension GUC, so just return as it is. Otherwise, if `name` is in `parameters`, it's likely a	COMMENT
LOW	patroni/postgresql/validator.py	488	# just pass down the list of settings defined in Patroni validators so :func:`_transform_parameter_value` will not	COMMENT
LOW	patroni/postgresql/config.py	547	# Previously we didn't backup pg_ident.conf, if file is missing just create empty	COMMENT

AI Structural Patterns2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	patroni/utils.py	655		CODE
LOW	tests/test_ha.py	112		CODE

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings