redis/redis-py

22.0

Adjusted Score

22.0

Raw Score

100%

Time Factor

2026-08-28

Last Push

13.6K

Stars

Python

Language

203.0K

Lines of Code

384

Files

4.5K

Pattern Hits

2026-08-29

Scan Date

0.29

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

This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.

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 2HIGH 109MEDIUM 127LOW 4279

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 4517 distinct pattern matches across 21 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 Identifiers3333 hits · 2678 pts

Severity	File	Line	Snippet	Context
LOW	tasks.py	14	def _ensure_junit_results_dir():	CODE
LOW	tasks.py	175	def multidb_integration_tests(c, uvloop=False, profile=False):	CODE
LOW	redis/ocsp.py	243	def components_from_direct_connection(self):	CODE
LOW	redis/keyspace_notifications.py	223	def _parse_length_prefixed_subkeys(s: str) -> list[str]:	CODE
LOW	redis/keyspace_notifications.py	1095	def subscribe_subkeyspaceitem(	CODE
LOW	redis/keyspace_notifications.py	1106	def subscribe_subkeyspaceevent(	CODE
LOW	redis/keyspace_notifications.py	1410	def subscribe_subkeyspaceitem(	CODE
LOW	redis/keyspace_notifications.py	1432	def subscribe_subkeyspaceevent(	CODE
LOW	redis/keyspace_notifications.py	1911	def _unsubscribe_from_all_nodes(self, channels: list[str], use_punsubscribe: bool):	CODE
LOW	redis/keyspace_notifications.py	2082	def _refresh_subscriptions_on_error(self):	CODE
LOW	redis/client.py	119	def add_debug_log_for_operation_failure(connection: "AbstractConnection"):	CODE
LOW	redis/client.py	818	def _send_command_parse_response(self, conn, command_name, args, *options):	CODE
LOW	redis/client.py	845	def _himport_reconcile_discards(self, conn):	CODE
LOW	redis/client.py	1212	def _resubscribe_shard_channels(self) -> None:	CODE
LOW	redis/client.py	1258	def clean_health_check_responses(self) -> None:	CODE
LOW	redis/client.py	1924	def _disconnect_reset_raise_on_watching(	CODE
LOW	redis/client.py	1963	def immediate_execute_command(self, args, *options):	CODE
LOW	redis/client.py	2035	def _himport_prepare_pipeline(self, conn, commands):	CODE
LOW	redis/client.py	2186	def _disconnect_raise_on_watching(	CODE
LOW	redis/background.py	198	def _ensure_health_check_loop(self, timeout: float = 5.0):	CODE
LOW	redis/background.py	281	def _call_later_recurring_coro(	CODE
LOW	redis/background.py	469	def _start_event_loop_in_thread(	CODE
LOW	redis/driver_info.py	11	def _validate_no_invalid_chars(value: str, field_name: str) -> None:	CODE
LOW	redis/_defaults.py	12	def get_default_socket_keepalive_options() -> dict[int, int]:	CODE
LOW⚡	redis/connection.py	730	def add_maint_start_notification(self, id: int):	CODE
LOW⚡	redis/connection.py	733	def get_processed_start_notifications(self) -> set:	CODE
LOW⚡	redis/connection.py	736	def add_skipped_end_notification(self, id: int):	CODE
LOW⚡	redis/connection.py	739	def get_skipped_end_notifications(self) -> set:	CODE
LOW⚡	redis/connection.py	742	def reset_received_notifications(self):	CODE
LOW⚡	redis/connection.py	985	def _construct_command_packer(self, packer):	CODE
LOW⚡	redis/connection.py	993	def register_connect_callback(self, callback):	CODE
LOW⚡	redis/connection.py	1699	def register_connect_callback(self, callback):	CODE
LOW⚡	redis/connection.py	1702	def deregister_connect_callback(self, callback):	CODE
LOW⚡	redis/connection.py	1708	def set_maint_notifications_pool_handler_for_connection(	CODE
LOW⚡	redis/connection.py	1716	def set_maint_notifications_cluster_handler_for_connection(	CODE
LOW⚡	redis/connection.py	2062	def _enable_tracking_callback(self, conn: ConnectionInterface) -> None:	CODE
LOW⚡	redis/connection.py	2067	def _process_pending_invalidations(self):	CODE
LOW⚡	redis/connection.py	2076	def _on_invalidation_callback(self, data: List[Union[str, Optional[List[bytes]]]]):	CODE
LOW	redis/connection.py	207	def register_connect_callback(self, callback):	CODE
LOW	redis/connection.py	211	def deregister_connect_callback(self, callback):	CODE
LOW	redis/connection.py	307	def extract_connection_details(self) -> str:	CODE
LOW	redis/connection.py	386	def _get_push_notifications_parser(self) -> Union[_HiredisParser, _RESP3Parser]:	CODE
LOW	redis/connection.py	460	def _configure_maintenance_notifications(	CODE
LOW	redis/connection.py	550	def set_maint_notifications_pool_handler_for_connection(	CODE
LOW	redis/connection.py	584	def set_maint_notifications_cluster_handler_for_connection(	CODE
LOW	redis/connection.py	616	def activate_maint_notifications_handling_if_enabled(self, check_health=True):	CODE
LOW	redis/connection.py	636	def _enable_maintenance_notifications(	CODE
LOW	redis/connection.py	755	def update_current_socket_timeout(self, relaxed_timeout: Optional[float] = None):	CODE
LOW	redis/connection.py	1005	def deregister_connect_callback(self, callback):	CODE
LOW	redis/connection.py	1522	def extract_connection_details(self) -> str:	CODE
LOW	redis/connection.py	1929	def _himport_reconciled_revision(self):	CODE
LOW	redis/connection.py	1933	def _himport_reconciled_revision(self, value):	CODE
LOW	redis/connection.py	1980	def _maint_notifications_connection_handler(	CODE
LOW	redis/connection.py	1987	def _maint_notifications_connection_handler(	CODE
LOW	redis/connection.py	2000	def _get_maint_notifications_connection_instance(	CODE
LOW	redis/connection.py	2036	def update_current_socket_timeout(self, relaxed_timeout: Optional[float] = None):	CODE
LOW	redis/connection.py	2090	def extract_connection_details(self) -> str:	CODE
LOW	redis/connection.py	2570	def maint_notifications_enabled(self):	CODE
LOW	redis/connection.py	2590	def update_maint_notifications_config(	CODE
LOW	redis/connection.py	2649	def _update_connection_kwargs_for_maint_notifications(	CODE
3273 more matches not shown…

Cross-File Repetition97 hits · 485 pts

Severity	File	Line	Snippet	Context
HIGH	redis/client.py	0	return a connection pool configured from the given url. for example:: redis://[[username]:[password]]@localhost:6379/0 r	STRING
HIGH	redis/cluster.py	0	return a connection pool configured from the given url. for example:: redis://[[username]:[password]]@localhost:6379/0 r	STRING
HIGH	redis/asyncio/client.py	0	return a connection pool configured from the given url. for example:: redis://[[username]:[password]]@localhost:6379/0 r	STRING
HIGH	redis/connection.py	0	return a connection pool configured from the given url. for example:: redis://[[username]:[password]]@localhost:6379/0 r	STRING
HIGH	redis/asyncio/connection.py	0	return a connection pool configured from the given url. for example:: redis://[[username]:[password]]@localhost:6379/0 r	STRING
HIGH	redis/client.py	0	convenience method for executing the callable `func` as a transaction while watching all keys specified in `watches`. th	STRING
HIGH	redis/cluster.py	0	convenience method for executing the callable `func` as a transaction while watching all keys specified in `watches`. th	STRING
HIGH	redis/asyncio/client.py	0	convenience method for executing the callable `func` as a transaction while watching all keys specified in `watches`. th	STRING
HIGH	redis/asyncio/cluster.py	0	convenience method for executing the callable `func` as a transaction while watching all keys specified in `watches`. th	STRING
HIGH	redis/client.py	0	create a new lock instance named ``name`` using the redis client supplied by ``redis``. ``timeout`` indicates a maximum	STRING
HIGH	redis/cluster.py	0	create a new lock instance named ``name`` using the redis client supplied by ``redis``. ``timeout`` indicates a maximum	STRING
HIGH	redis/asyncio/client.py	0	create a new lock instance named ``name`` using the redis client supplied by ``redis``. ``timeout`` indicates a maximum	STRING
HIGH	redis/asyncio/cluster.py	0	create a new lock instance named ``name`` using the redis client supplied by ``redis``. ``timeout`` indicates a maximum	STRING
HIGH	redis/lock.py	0	create a new lock instance named ``name`` using the redis client supplied by ``redis``. ``timeout`` indicates a maximum	STRING
HIGH	redis/asyncio/lock.py	0	create a new lock instance named ``name`` using the redis client supplied by ``redis``. ``timeout`` indicates a maximum	STRING
HIGH	redis/client.py	0	return a publish/subscribe object. with this object, you can subscribe to channels and listen for messages that get publ	STRING
HIGH	redis/multidb/client.py	0	return a publish/subscribe object. with this object, you can subscribe to channels and listen for messages that get publ	STRING
HIGH	redis/asyncio/client.py	0	return a publish/subscribe object. with this object, you can subscribe to channels and listen for messages that get publ	STRING
HIGH	redis/asyncio/multidb/client.py	0	return a publish/subscribe object. with this object, you can subscribe to channels and listen for messages that get publ	STRING
HIGH	redis/client.py	0	unsubscribe from the supplied patterns. if empty, unsubscribe from all patterns.	STRING
HIGH	redis/multidb/client.py	0	unsubscribe from the supplied patterns. if empty, unsubscribe from all patterns.	STRING
HIGH	redis/asyncio/client.py	0	unsubscribe from the supplied patterns. if empty, unsubscribe from all patterns.	STRING
HIGH	redis/asyncio/multidb/client.py	0	unsubscribe from the supplied patterns. if empty, unsubscribe from all patterns.	STRING
HIGH	redis/client.py	0	unsubscribe from the supplied channels. if empty, unsubscribe from all channels	STRING
HIGH	redis/multidb/client.py	0	unsubscribe from the supplied channels. if empty, unsubscribe from all channels	STRING
HIGH	redis/asyncio/client.py	0	unsubscribe from the supplied channels. if empty, unsubscribe from all channels	STRING
HIGH	redis/asyncio/multidb/client.py	0	unsubscribe from the supplied channels. if empty, unsubscribe from all channels	STRING
HIGH	redis/client.py	0	unsubscribe from the supplied shard_channels. if empty, unsubscribe from all shard_channels	STRING
HIGH	redis/multidb/client.py	0	unsubscribe from the supplied shard_channels. if empty, unsubscribe from all shard_channels	STRING
HIGH	redis/asyncio/client.py	0	unsubscribe from the supplied shard_channels. if empty, unsubscribe from all shard_channels	STRING
HIGH	redis/client.py	0	get the next message if one is available, otherwise none. if timeout is specified, the system will wait for `timeout` se	STRING
HIGH	redis/multidb/client.py	0	get the next message if one is available, otherwise none. if timeout is specified, the system will wait for `timeout` se	STRING
HIGH	redis/asyncio/client.py	0	get the next message if one is available, otherwise none. if timeout is specified, the system will wait for `timeout` se	STRING
HIGH	redis/asyncio/multidb/client.py	0	get the next message if one is available, otherwise none. if timeout is specified, the system will wait for `timeout` se	STRING
HIGH	redis/client.py	0	start a transactional block of the pipeline after watch commands are issued. end the transactional block with `execute`.	STRING
HIGH	redis/cluster.py	0	start a transactional block of the pipeline after watch commands are issued. end the transactional block with `execute`.	STRING
HIGH	redis/asyncio/client.py	0	start a transactional block of the pipeline after watch commands are issued. end the transactional block with `execute`.	STRING
HIGH	redis/asyncio/cluster.py	0	start a transactional block of the pipeline after watch commands are issued. end the transactional block with `execute`.	STRING
HIGH	redis/client.py	0	stage a command to be executed when execute() is next called returns the current pipeline object back so commands can be	STRING
HIGH	redis/cluster.py	0	stage a command to be executed when execute() is next called returns the current pipeline object back so commands can be	STRING
HIGH	redis/multidb/client.py	0	stage a command to be executed when execute() is next called returns the current pipeline object back so commands can be	STRING
HIGH	redis/asyncio/client.py	0	stage a command to be executed when execute() is next called returns the current pipeline object back so commands can be	STRING
HIGH	redis/asyncio/multidb/client.py	0	stage a command to be executed when execute() is next called returns the current pipeline object back so commands can be	STRING
HIGH	redis/connection.py	0	update the connection kwargs for all future connections.	STRING
HIGH	redis/cluster.py	0	update the connection kwargs for all future connections.	STRING
HIGH	redis/asyncio/connection.py	0	update the connection kwargs for all future connections.	STRING
HIGH	redis/connection.py	0	dummy functions, needs to be passed as error callback to retry object. :param error: :return:	STRING
HIGH	redis/asyncio/connection.py	0	dummy functions, needs to be passed as error callback to retry object. :param error: :return:	STRING
HIGH	redis/asyncio/cluster.py	0	dummy functions, needs to be passed as error callback to retry object. :param error: :return:	STRING
HIGH	redis/cluster.py	0	the client's himport fieldset registry (empty if none was declared). read-only: the registry is mutated only through the	STRING
HIGH	redis/asyncio/cluster.py	0	the client's himport fieldset registry (empty if none was declared). read-only: the registry is mutated only through the	STRING
HIGH	redis/asyncio/client.py	0	the client's himport fieldset registry (empty if none was declared). read-only: the registry is mutated only through the	STRING
HIGH	redis/observability/metrics.py	0	record a geo failover. args: fail_from: database failed from fail_to: database failed to reason: reason for the failover	STRING
HIGH	redis/observability/recorder.py	0	record a geo failover. args: fail_from: database failed from fail_to: database failed to reason: reason for the failover	STRING
HIGH	redis/asyncio/observability/recorder.py	0	record a geo failover. args: fail_from: database failed from fail_to: database failed to reason: reason for the failover	STRING
HIGH	redis/observability/metrics.py	0	record the lag of a streaming message. args: lag_seconds: lag in seconds stream_name: stream name consumer_group: consum	STRING
HIGH	redis/observability/recorder.py	0	record the lag of a streaming message. args: lag_seconds: lag in seconds stream_name: stream name consumer_group: consum	STRING
HIGH	redis/asyncio/observability/recorder.py	0	record the lag of a streaming message. args: lag_seconds: lag in seconds stream_name: stream name consumer_group: consum	STRING
HIGH	tests/test_pubsub.py	0	create a mock meter that tracks all instrument calls.	STRING
HIGH	tests/test_cluster.py	0	create a mock meter that tracks all instrument calls.	STRING
37 more matches not shown…

Excessive Try-Catch Wrapping248 hits · 239 pts

Severity	File	Line	Snippet	Context
LOW	doctests/query_em.py	48	except Exception:	CODE
LOW	doctests/query_em.py	56	except Exception:	CODE
LOW	doctests/query_em.py	92	except Exception:	CODE
LOW	doctests/search_quickstart.py	24	except Exception:	CODE
LOW⚡	redis/keyspace_notifications.py	1735	except Exception:	CODE
LOW	redis/keyspace_notifications.py	1839	except Exception:	CODE
LOW	redis/keyspace_notifications.py	1889	except Exception:	CODE
LOW	redis/keyspace_notifications.py	1927	except Exception:	CODE
LOW	redis/keyspace_notifications.py	2093	except Exception:	CODE
LOW	redis/keyspace_notifications.py	2106	except Exception:	CODE
LOW	redis/keyspace_notifications.py	2157	except Exception:	CODE
MEDIUM	redis/client.py	797	def __del__(self):	CODE
MEDIUM	redis/client.py	1178	def __del__(self) -> None:	CODE
MEDIUM	redis/client.py	1865	def __del__(self):	CODE
LOW	redis/client.py	800	except Exception:	CODE
LOW	redis/client.py	929	except Exception as e:	CODE
LOW	redis/client.py	1184	except Exception:	CODE
LOW	redis/client.py	1347	except Exception as e:	CODE
LOW	redis/client.py	1868	except Exception:	CODE
LOW	redis/client.py	2008	except Exception as e:	CODE
LOW	redis/client.py	2271	except Exception as e:	CODE
LOW	redis/background.py	252	except Exception:	CODE
LOW	redis/background.py	276	except Exception:	CODE
LOW	redis/background.py	342	except Exception:	CODE
LOW	redis/background.py	408	except Exception:	CODE
LOW	redis/background.py	456	except Exception:	CODE
LOW	redis/background.py	493	except Exception:	CODE
MEDIUM	redis/connection.py	975	def __del__(self):	CODE
LOW⚡	redis/connection.py	978	except Exception:	CODE
LOW	redis/connection.py	661	except Exception as e:	CODE
LOW	redis/connection.py	3279	except Exception:	CODE
LOW	redis/connection.py	3682	except Exception:	CODE
LOW	redis/connection.py	3724	except Exception:	CODE
LOW	redis/connection.py	3756	except Exception:	CODE
LOW	redis/connection.py	3807	except Exception:	CODE
LOW	redis/connection.py	3914	except Exception:	CODE
LOW	redis/connection.py	3939	except Exception:	CODE
MEDIUM	redis/cluster.py	1067	def __del__(self):	CODE
MEDIUM	redis/cluster.py	2175	def close(self) -> None:	CODE
MEDIUM	redis/cluster.py	3209	def _get_node_pubsub(self, node):	CODE
LOW	redis/cluster.py	1070	except Exception:	CODE
LOW	redis/cluster.py	1736	except Exception as e:	CODE
LOW	redis/cluster.py	2085	except Exception as e:	CODE
LOW	redis/cluster.py	2482	except Exception as exc:	CODE
LOW	redis/cluster.py	2819	except Exception as e:	CODE
LOW	redis/cluster.py	2924	except Exception as e:	CODE
LOW	redis/cluster.py	3003	except Exception as e:	CODE
LOW	redis/cluster.py	3303	except Exception:	CODE
LOW	redis/cluster.py	3446	except Exception:	CODE
LOW	redis/cluster.py	3495	except Exception:	CODE
LOW	redis/cluster.py	3594	except Exception:	CODE
LOW	redis/cluster.py	3782	except Exception:	CODE
LOW	redis/cluster.py	4860	except Exception as e:	CODE
LOW	redis/sentinel.py	331	except Exception as e:	CODE
LOW	redis/auth/token_manager.py	295	except Exception as e:	CODE
LOW	redis/auth/token_manager.py	305	except Exception as e:	CODE
LOW	redis/auth/token_manager.py	338	except Exception as e:	CODE
LOW	redis/auth/token_manager.py	348	except Exception as e:	CODE
MEDIUM	redis/auth/token_manager.py	214	def acquire_token(self, force_refresh=False) -> TokenResponse:	CODE
LOW	redis/multidb/client.py	89	except Exception:	CODE
188 more matches not shown…

Self-Referential Comments65 hits · 204 pts

Severity	File	Line	Snippet	Context
MEDIUM	doctests/dt_vec_set.py	263	# Create a list of 300 arbitrary values.	COMMENT
MEDIUM	redis/keyspace_notifications.py	1636	# Create the PubSub instance with ignore_subscribe_messages=False	COMMENT
MEDIUM	redis/background.py	228	# Create a new event loop for health checks	COMMENT
MEDIUM	redis/connection.py	3421	# Create the connection first, then record metrics only on success	COMMENT
MEDIUM	redis/cluster.py	2633	# Create a redis node with a custom connection pool	COMMENT
MEDIUM	redis/cluster.py	2774	# Create a new Redis connection	COMMENT
MEDIUM	redis/commands/json/path.py	2	"""This class represents a path in a JSON value."""	STRING
MEDIUM⚡	tests/test_search.py	1239	# Creating the index definition	COMMENT
MEDIUM⚡	tests/test_search.py	1249	# Creating the index definition	COMMENT
MEDIUM	tests/test_search.py	577	# Creating the index definition and schema	COMMENT
MEDIUM	tests/test_search.py	851	# Creating a client with one index	COMMENT
MEDIUM	tests/test_search.py	958	# Creating the index definition with sortable and no_stem	COMMENT
MEDIUM	tests/test_search.py	972	# Creating the index definition and schema	COMMENT
MEDIUM	tests/test_search.py	2429	# Creating the index definition and schema	COMMENT
MEDIUM	tests/test_connection_pool.py	1388	# Create a connection that doesn't belong to this pool	COMMENT
MEDIUM	tests/test_cluster.py	258	# Create a subclass of RedisCluster that overrides __del__	COMMENT
MEDIUM	tests/test_cluster.py	805	# Create a cluster with reading from replications	COMMENT
MEDIUM	tests/test_cluster.py	5000	# Create a cluster with reading from replications	COMMENT
MEDIUM	tests/test_cluster.py	5171	# Create a new event dispatcher and attach it to the cluster	COMMENT
MEDIUM	tests/test_cluster.py	5384	# Create a new event dispatcher and attach it to the cluster	COMMENT
MEDIUM⚡	tests/test_cache.py	1849	# Create a cache with max_size=2	COMMENT
MEDIUM	tests/test_keyspace_notifications.py	380	# Create a mock redis connection with pubsub	COMMENT
MEDIUM	tests/test_keyspace_notifications.py	626	# Create a new pubsub for the re-creation	COMMENT
MEDIUM	tests/test_max_connections_error.py	78	# Create a more complete mock cluster	COMMENT
MEDIUM⚡	…int_notifications/test_maint_notifications_handling.py	987	# Create a pool and Redis client with maintenance notifications	COMMENT
MEDIUM⚡	…int_notifications/test_maint_notifications_handling.py	995	# Create a migrating notification (not handled by pool handler)	COMMENT
MEDIUM	…int_notifications/test_maint_notifications_handling.py	611	# Create a pool and Redis client with maintenance notifications	COMMENT
MEDIUM	…int_notifications/test_maint_notifications_handling.py	670	# Create a Redis client with disabled maintenance notifications configuration	COMMENT
MEDIUM	…int_notifications/test_maint_notifications_handling.py	685	# Create a new enabled configuration and set up pool handler	COMMENT
MEDIUM	…int_notifications/test_maint_notifications_handling.py	700	# Create a new connection and validate it has full handlers	COMMENT
MEDIUM	…int_notifications/test_maint_notifications_handling.py	875	# Create a pool and Redis client with maintenance notifications	COMMENT
MEDIUM	…int_notifications/test_maint_notifications_handling.py	959	# Create a pool and Redis client with maintenance notifications	COMMENT
MEDIUM	…int_notifications/test_maint_notifications_handling.py	1039	# Create a pool and Redis client with maintenance notifications	COMMENT
MEDIUM	…int_notifications/test_maint_notifications_handling.py	1126	# Create a pool and Redis client with disabled relaxed timeout config	COMMENT
MEDIUM	…int_notifications/test_maint_notifications_handling.py	1237	# Create a pool and Redis client with maintenance notifications	COMMENT
MEDIUM	…int_notifications/test_maint_notifications_handling.py	1319	# Create a pool and Redis client with maintenance notifications and pool handler	COMMENT
MEDIUM	…int_notifications/test_maint_notifications_handling.py	1451	# Create a pool and Redis client with maintenance notifications and pool handler	COMMENT
MEDIUM	…int_notifications/test_maint_notifications_handling.py	1598	# Create a pool and Redis client with maintenance notifications and pool handler	COMMENT
MEDIUM	…int_notifications/test_maint_notifications_handling.py	1681	# Create a pool and Redis client with maintenance notifications and pool handler	COMMENT
MEDIUM	…int_notifications/test_maint_notifications_handling.py	1745	# Create a pool and Redis client with maintenance notifications and pool handler	COMMENT
MEDIUM	tests/test_multidb/test_client.py	465	# Create a DatabaseConfig for the new database with highest weight	COMMENT
MEDIUM	tests/test_observability/test_recorder.py	285	# Create a mock connection pool	COMMENT
MEDIUM	tests/test_observability/test_recorder.py	1601	# Create a mock cache size callback	COMMENT
MEDIUM	…st_observability/test_metrics_connection_attributes.py	126	# Create a ConnectionPool with MockConnectionWithoutHostPort as connection_class	COMMENT
MEDIUM	tests/test_asyncio/test_search.py	589	# Creating the index definition and schema	COMMENT
MEDIUM	tests/test_asyncio/test_search.py	887	# Creating a client with one index	COMMENT
MEDIUM	tests/test_asyncio/test_search.py	1046	# Creating the index definition with sortable and no_stem	COMMENT
MEDIUM	tests/test_asyncio/test_search.py	1062	# Creating the index definition and schema	COMMENT
MEDIUM	tests/test_asyncio/test_search.py	1785	# Creating the index definition and schema	COMMENT
MEDIUM	tests/test_asyncio/test_commands.py	6620	# Create an empty stream by adding and deleting a message	COMMENT
MEDIUM⚡	tests/test_asyncio/test_cluster.py	3909	# Create a mock connection marked for reconnect	COMMENT
MEDIUM⚡	tests/test_asyncio/test_cluster.py	3924	# Create a mock connection NOT marked for reconnect	COMMENT
MEDIUM	tests/test_asyncio/test_cluster.py	215	# Create a subclass of RedisCluster that overrides __del__	COMMENT
MEDIUM	tests/test_asyncio/test_cluster.py	923	# Create a cluster with reading from replications	COMMENT
MEDIUM	tests/test_asyncio/test_cluster.py	4099	# Define a custom callback	COMMENT
MEDIUM	tests/test_asyncio/test_cluster.py	4540	# Create a cluster with reading from replications	COMMENT
MEDIUM	tests/test_asyncio/test_cluster.py	4850	# Create a new event dispatcher and attach it to the cluster	COMMENT
MEDIUM	tests/test_asyncio/test_cluster.py	5050	# Create a new event dispatcher and attach it to the cluster	COMMENT
MEDIUM	tests/test_asyncio/test_client.py	42	# Create a real Retry object that just executes the function directly	COMMENT
MEDIUM	tests/test_asyncio/test_client.py	238	# Create a real Retry object that just executes the function directly	COMMENT
5 more matches not shown…

Unused Imports178 hits · 146 pts

Severity	File	Line	Context
LOW	doctests/query_range.py	4	CODE
LOW	doctests/query_geo.py	4	CODE
LOW	doctests/query_ft.py	4	CODE
LOW	doctests/query_ft.py	7	CODE
LOW	doctests/query_ft.py	7	CODE
LOW	doctests/query_ft.py	9	CODE
LOW	redis/keyspace_notifications.py	59	CODE
LOW	redis/client.py	31	CODE
LOW	redis/client.py	101	CODE
LOW	redis/__init__.py	1	CODE
LOW	redis/__init__.py	2	CODE
LOW	redis/__init__.py	3	CODE
LOW	redis/__init__.py	3	CODE
LOW	redis/__init__.py	4	CODE
LOW	redis/__init__.py	5	CODE
LOW	redis/__init__.py	6	CODE
LOW	redis/__init__.py	6	CODE
LOW	redis/__init__.py	6	CODE
LOW	redis/__init__.py	6	CODE
LOW	redis/__init__.py	6	CODE
LOW	redis/__init__.py	13	CODE
LOW	redis/__init__.py	13	CODE
LOW	redis/__init__.py	14	CODE
LOW	redis/__init__.py	14	CODE
LOW	redis/__init__.py	14	CODE
LOW	redis/__init__.py	14	CODE
LOW	redis/__init__.py	14	CODE
LOW	redis/__init__.py	14	CODE
LOW	redis/__init__.py	14	CODE
LOW	redis/__init__.py	14	CODE
LOW	redis/__init__.py	14	CODE
LOW	redis/__init__.py	14	CODE
LOW	redis/__init__.py	14	CODE
LOW	redis/__init__.py	14	CODE
LOW	redis/__init__.py	14	CODE
LOW	redis/__init__.py	14	CODE
LOW	redis/__init__.py	30	CODE
LOW	redis/__init__.py	30	CODE
LOW	redis/__init__.py	30	CODE
LOW	redis/__init__.py	30	CODE
LOW	redis/__init__.py	30	CODE
LOW	redis/__init__.py	30	CODE
LOW	redis/__init__.py	30	CODE
LOW	redis/__init__.py	30	CODE
LOW	redis/__init__.py	30	CODE
LOW	redis/__init__.py	30	CODE
LOW	redis/__init__.py	30	CODE
LOW	redis/__init__.py	30	CODE
LOW	redis/__init__.py	30	CODE
LOW	redis/__init__.py	30	CODE
LOW	redis/__init__.py	30	CODE
LOW	redis/__init__.py	30	CODE
LOW	redis/__init__.py	30	CODE
LOW	redis/__init__.py	30	CODE
LOW	redis/__init__.py	50	CODE
LOW	redis/__init__.py	50	CODE
LOW	redis/__init__.py	50	CODE
LOW	redis/__init__.py	50	CODE
LOW	redis/__init__.py	56	CODE
LOW	redis/__init__.py	57	CODE
118 more matches not shown…

Deep Nesting182 hits · 128 pts

Severity	File	Line	Context
LOW	redis/ocsp.py	22	CODE
LOW	redis/keyspace_notifications.py	974	CODE
LOW	redis/keyspace_notifications.py	1853	CODE
LOW	redis/keyspace_notifications.py	2020	CODE
LOW	redis/keyspace_notifications.py	2109	CODE
LOW	redis/client.py	640	CODE
LOW	redis/client.py	1651	CODE
LOW	redis/cache.py	215	CODE
LOW	redis/connection.py	2373	CODE
LOW	redis/connection.py	1127	CODE
LOW	redis/connection.py	1449	CODE
LOW	redis/connection.py	1577	CODE
LOW	redis/connection.py	1769	CODE
LOW	redis/connection.py	2698	CODE
LOW	redis/connection.py	2758	CODE
LOW	redis/connection.py	2819	CODE
LOW	redis/connection.py	3216	CODE
LOW	redis/connection.py	3634	CODE
LOW	redis/connection.py	3697	CODE
LOW	redis/utils.py	358	CODE
LOW	redis/cluster.py	1206	CODE
LOW	redis/cluster.py	1633	CODE
LOW	redis/cluster.py	1810	CODE
LOW	redis/cluster.py	2214	CODE
LOW	redis/cluster.py	2325	CODE
LOW	redis/cluster.py	2432	CODE
LOW	redis/cluster.py	2688	CODE
LOW	redis/cluster.py	2956	CODE
LOW	redis/cluster.py	3251	CODE
LOW	redis/cluster.py	3366	CODE
LOW	redis/cluster.py	3394	CODE
LOW	redis/cluster.py	3467	CODE
LOW	redis/cluster.py	4045	CODE
LOW	redis/cluster.py	4353	CODE
LOW	redis/cluster.py	5108	CODE
LOW	redis/maint_notifications.py	863	CODE
LOW	redis/maint_notifications.py	1139	CODE
LOW	redis/observability/recorder.py	542	CODE
LOW	redis/commands/core.py	386	CODE
LOW	redis/commands/core.py	2896	CODE
LOW	redis/commands/core.py	4330	CODE
LOW	redis/commands/cluster.py	1449	CODE
LOW	redis/commands/helpers.py	73	CODE
LOW	redis/commands/search/result.py	15	CODE
LOW	redis/commands/search/commands.py	510	CODE
LOW	redis/commands/search/commands.py	706	CODE
LOW	redis/commands/search/commands.py	844	CODE
LOW	redis/commands/search/commands.py	864	CODE
LOW	redis/commands/vectorset/utils.py	74	CODE
LOW	redis/asyncio/keyspace_notifications.py	447	CODE
LOW	redis/asyncio/keyspace_notifications.py	714	CODE
LOW	redis/asyncio/keyspace_notifications.py	880	CODE
LOW	redis/asyncio/client.py	1634	CODE
LOW	redis/asyncio/client.py	1849	CODE
LOW	redis/asyncio/client.py	2026	CODE
LOW	redis/asyncio/connection.py	1800	CODE
LOW	redis/asyncio/connection.py	946	CODE
LOW	redis/asyncio/connection.py	1257	CODE
LOW	redis/asyncio/connection.py	1402	CODE
LOW	redis/asyncio/connection.py	1500	CODE
122 more matches not shown…

Decorative Section Separators30 hits · 105 pts

Severity	File	Line	Snippet	Context
MEDIUM	redis/himport.py	30	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	redis/himport.py	32	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	redis/keyspace_notifications.py	1739	# =============================================================================	COMMENT
MEDIUM⚡	redis/keyspace_notifications.py	1741	# =============================================================================	COMMENT
MEDIUM	redis/keyspace_notifications.py	103	# =============================================================================	COMMENT
MEDIUM	redis/keyspace_notifications.py	105	# =============================================================================	COMMENT
MEDIUM	redis/keyspace_notifications.py	543	# =============================================================================	COMMENT
MEDIUM	redis/keyspace_notifications.py	545	# =============================================================================	COMMENT
MEDIUM	redis/keyspace_notifications.py	1026	# =============================================================================	COMMENT
MEDIUM	redis/keyspace_notifications.py	1028	# =============================================================================	COMMENT
MEDIUM	redis/keyspace_notifications.py	1597	# =============================================================================	COMMENT
MEDIUM	redis/keyspace_notifications.py	1599	# =============================================================================	COMMENT
MEDIUM	redis/commands/metadata.py	956	# =============================================================================	COMMENT
MEDIUM	redis/commands/metadata.py	958	# =============================================================================	COMMENT
MEDIUM	redis/commands/policies.py	42	# =====================================================================================	COMMENT
MEDIUM	redis/commands/policies.py	59	# =====================================================================================	COMMENT
MEDIUM⚡	redis/asyncio/keyspace_notifications.py	75	# =============================================================================	COMMENT
MEDIUM⚡	redis/asyncio/keyspace_notifications.py	77	# =============================================================================	COMMENT
MEDIUM⚡	redis/asyncio/keyspace_notifications.py	604	# =============================================================================	COMMENT
MEDIUM⚡	redis/asyncio/keyspace_notifications.py	606	# =============================================================================	COMMENT
MEDIUM	redis/asyncio/keyspace_notifications.py	219	# =============================================================================	COMMENT
MEDIUM	redis/asyncio/keyspace_notifications.py	221	# =============================================================================	COMMENT
MEDIUM	redis/asyncio/keyspace_notifications.py	481	# =============================================================================	COMMENT
MEDIUM	redis/asyncio/keyspace_notifications.py	483	# =============================================================================	COMMENT
MEDIUM	redis/_parsers/commands.py	418	# =============================================================================	COMMENT
MEDIUM	redis/_parsers/commands.py	420	# =============================================================================	COMMENT
MEDIUM⚡	tests/test_sentinel.py	502	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_sentinel.py	504	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_asyncio/test_sentinel.py	483	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_asyncio/test_sentinel.py	485	# ---------------------------------------------------------------------------	COMMENT

Over-Commented Block92 hits · 81 pts

Severity	File	Line	Snippet	Context
LOW	doctests/dt_stream.py	41	res4 = r.xrange("race:france", "1691765278160-0", "+", 2)	COMMENT
LOW	doctests/dt_stream.py	61	# [('1692629576966-0',	COMMENT
LOW	doctests/dt_stream.py	101	print(e) # >>> WRONGID	COMMENT
LOW	doctests/dt_stream.py	121	# {'rider': 'Prickett', 'speed': '29.7', 'position': '2', 'location_id': '1'}	COMMENT
LOW	doctests/dt_stream.py	141	# STEP_START xrange_step_1	COMMENT
LOW	doctests/dt_stream.py	161	# >>> [	COMMENT
LOW	doctests/dt_stream.py	181	# >>> [	COMMENT
LOW	doctests/dt_stream.py	261	)	COMMENT
LOW	doctests/dt_stream.py	281	res25	COMMENT
LOW	doctests/dt_stream.py	321	# STEP_START xautoclaim_cursor	COMMENT
LOW	doctests/dt_stream.py	341	print(	COMMENT
LOW	doctests/query_geo.py	61	# REMOVE_START	COMMENT
LOW	doctests/query_ft.py	41	assert res.total == 2	COMMENT
LOW	doctests/query_ft.py	61	# STEP_END	COMMENT
LOW	doctests/query_ft.py	81	# REMOVE_START	COMMENT
LOW	doctests/cmds_list.py	121	r.delete("mylist")	COMMENT
LOW	doctests/query_em.py	101	print(res.total)	COMMENT
LOW	doctests/dt_bitmap.py	141	# >>> 01011000	COMMENT
LOW	doctests/search_quickstart.py	221	# STEP_START query_single_term	COMMENT
LOW	doctests/search_quickstart.py	241	# STEP_START query_single_term_limit_fields	COMMENT
LOW	doctests/search_quickstart.py	261	# ...	COMMENT
LOW	doctests/search_quickstart.py	281	# ...	COMMENT
LOW	doctests/search_quickstart.py	301	# 'json': '{	COMMENT
LOW	doctests/search_quickstart.py	321	# >>> Result{1 total, docs: [	COMMENT
LOW	doctests/search_quickstart.py	341	# >>> Result{1 total, docs: [	COMMENT
LOW	doctests/search_quickstart.py	361	# >>> Result{1 total, docs: [	COMMENT
LOW	doctests/search_quickstart.py	381	# >>> {	COMMENT
LOW	doctests/search_quickstart.py	421	# ['condition', 'new', 'count', '5']]	COMMENT
LOW	doctests/query_combined.py	121	# REMOVE_START	COMMENT
LOW	doctests/search_vss.py	61	res = pipeline.execute()	COMMENT
LOW	doctests/search_vss.py	101	# >>> [True, True, True, True, True, True, True, True, True, True, True]	COMMENT
LOW	doctests/search_vss.py	161	# >>> 11 documents indexed with 0 failures	COMMENT
LOW	doctests/search_vss.py	181	assert all(	COMMENT
LOW	doctests/search_vss.py	201	# 'brand': 'Peaknetic',	COMMENT
LOW	doctests/search_vss.py	221	# 'id': 'bikes:009',	COMMENT
LOW	util/wait-for-it.sh	1	#!/usr/bin/env bash	COMMENT
LOW	redis/himport.py	201	# Serializes mutations (prepare/discard/discard_all) so the revision bump and	COMMENT
LOW	redis/client.py	821	"""	COMMENT
LOW	redis/cache.py	361		COMMENT
LOW	redis/connection.py	3281		COMMENT
LOW	redis/connection.py	3301	# there is an extremely small chance this could fail in the following	COMMENT
LOW	redis/cluster.py	2461	# the slot's node list	COMMENT
LOW	redis/cluster.py	3061	# connection used by aclose / send_command / regular subscribe) so	COMMENT
LOW	redis/cluster.py	3281	with self._shard_state_lock:	COMMENT
LOW	redis/cluster.py	3461	# symptoms of the same unreachable node) so the worker's done-	COMMENT
LOW	redis/cluster.py	3481	# (e.g. removed by failover / topology refresh): no	COMMENT
LOW	redis/cluster.py	3561	return	COMMENT
LOW	redis/cluster.py	4041	except (ConnectionError, TimeoutError) as e:	COMMENT
LOW	redis/cluster.py	4521	)	COMMENT
LOW	redis/cluster.py	4561	# and allows us to be more confident in correctness of behavior.	COMMENT
LOW	redis/cluster.py	4881	# HIMPORT SET's wire form depends on per-connection state: the fieldset	COMMENT
LOW	redis/commands/metadata.py	881	# only discoverable through key specs, so ``first_key_pos`` is 0 and the derived policies come	COMMENT
LOW	redis/commands/metadata.py	901	# its reply is what the caller waited for rather than a snapshot the cache may re-serve.	COMMENT
LOW	redis/commands/metadata.py	961	# Every entry below was validated against a live ``COMMAND`` reply from Redis 8.10.0 with	COMMENT
LOW	redis/commands/metadata.py	981	# ``blocking`` command flag.	COMMENT
LOW	redis/commands/metadata.py	1001	"eval_ro": _SCRIPT_RUNNER_MOVABLE_KEYS,	COMMENT
LOW	redis/commands/metadata.py	1061	"sunion": _CACHEABLE_KEYED,	COMMENT
LOW	redis/commands/metadata.py	1081	has_key_argument=True,	COMMENT
LOW	redis/commands/policies.py	41		COMMENT
LOW	redis/commands/search/commands.py	141	}	COMMENT
32 more matches not shown…

AI Structural Patterns93 hits · 69 pts

Severity	File	Line	Context
LOW	redis/client.py	270	CODE
LOW	redis/connection.py	329	CODE
LOW	redis/connection.py	810	CODE
LOW	redis/connection.py	2100	CODE
LOW	redis/connection.py	2819	CODE
LOW	redis/cluster.py	716	CODE
LOW	redis/cluster.py	2325	CODE
LOW	redis/cluster.py	3655	CODE
LOW	redis/observability/metrics.py	479	CODE
LOW	redis/observability/config.py	105	CODE
LOW	redis/http/http_client.py	64	CODE
LOW	redis/commands/core.py	347	CODE
LOW	redis/commands/core.py	367	CODE
LOW	redis/commands/core.py	386	CODE
LOW	redis/commands/core.py	3405	CODE
LOW	redis/commands/core.py	3423	CODE
LOW	redis/commands/core.py	3440	CODE
LOW	redis/commands/core.py	4292	CODE
LOW	redis/commands/core.py	4311	CODE
LOW	redis/commands/core.py	4330	CODE
LOW	redis/commands/core.py	5364	CODE
LOW	redis/commands/core.py	5378	CODE
LOW	redis/commands/core.py	5391	CODE
LOW	redis/commands/core.py	6939	CODE
LOW	redis/commands/core.py	6955	CODE
LOW	redis/commands/core.py	6970	CODE
LOW	redis/commands/core.py	10017	CODE
LOW	redis/commands/core.py	10033	CODE
LOW	redis/commands/core.py	10048	CODE
LOW	redis/commands/core.py	11604	CODE
LOW	redis/commands/core.py	11622	CODE
LOW	redis/commands/core.py	11639	CODE
LOW	redis/commands/core.py	11703	CODE
LOW	redis/commands/core.py	11720	CODE
LOW	redis/commands/core.py	11736	CODE
LOW	redis/commands/core.py	11822	CODE
LOW	redis/commands/core.py	11841	CODE
LOW	redis/commands/core.py	11859	CODE
LOW	redis/commands/core.py	11941	CODE
LOW	redis/commands/core.py	11959	CODE
LOW	redis/commands/core.py	11976	CODE
LOW	redis/commands/timeseries/commands.py	236	CODE
LOW	redis/commands/timeseries/commands.py	252	CODE
LOW	redis/commands/timeseries/commands.py	267	CODE
LOW	redis/commands/timeseries/commands.py	396	CODE
LOW	redis/commands/timeseries/commands.py	411	CODE
LOW	redis/commands/timeseries/commands.py	425	CODE
LOW	redis/commands/timeseries/commands.py	518	CODE
LOW	redis/commands/timeseries/commands.py	533	CODE
LOW	redis/commands/timeseries/commands.py	547	CODE
LOW	redis/commands/timeseries/commands.py	774	CODE
LOW	redis/commands/timeseries/commands.py	792	CODE
LOW	redis/commands/timeseries/commands.py	809	CODE
LOW	redis/commands/timeseries/commands.py	887	CODE
LOW	redis/commands/timeseries/commands.py	905	CODE
LOW	redis/commands/timeseries/commands.py	922	CODE
LOW	redis/commands/timeseries/commands.py	1122	CODE
LOW	redis/commands/timeseries/commands.py	1140	CODE
LOW	redis/commands/timeseries/commands.py	1157	CODE
LOW	redis/commands/timeseries/commands.py	1258	CODE
33 more matches not shown…

Redundant / Tautological Comments41 hits · 61 pts

Severity	File	Line	Snippet	Context
LOW	util/wait-for-it.sh	172	# Check if busybox timeout uses -t flag	COMMENT
LOW	redis/keyspace_notifications.py	1987	# Check if we've exceeded the total timeout	COMMENT
LOW	redis/connection.py	1851	# Check if command response exists in a cache and it's not in progress.	COMMENT
LOW	redis/cluster.py	2897	# Check if the slots are not fully covered	COMMENT
LOW	redis/sentinel.py	285	# Check if command is supposed to return the original	COMMENT
LOW	redis/sentinel.py	346	# Check if our sentinel doesn't see other nodes	COMMENT
LOW	redis/maint_notifications.py	712	# Check if the host is an IP address	COMMENT
LOW	redis/maint_notifications.py	921	# Set state to MOVING	COMMENT
LOW	redis/observability/metrics.py	512	# Check if this command should be tracked	COMMENT
LOW	redis/observability/recorder.py	476	# Check if channel names should be hidden	COMMENT
LOW	redis/observability/recorder.py	520	# Check if stream names should be hidden	COMMENT
LOW	redis/observability/recorder.py	571	# Check if stream names should be hidden	COMMENT
LOW	redis/observability/providers.py	88	# Check if it's a real provider (not NoOp)	COMMENT
LOW	redis/asyncio/cluster.py	2393	# Check if the slots are not fully covered	COMMENT
LOW	redis/asyncio/cluster.py	3032	# Check if it has a command that failed with a relevant	COMMENT
LOW	redis/asyncio/sentinel.py	242	# Check if command is supposed to return the original	COMMENT
LOW	redis/asyncio/sentinel.py	306	# Check if our sentinel doesn't see other nodes	COMMENT
LOW	redis/asyncio/observability/recorder.py	437	# Check if channel names should be hidden	COMMENT
LOW	redis/asyncio/observability/recorder.py	474	# Check if stream names should be hidden	COMMENT
LOW	redis/asyncio/observability/recorder.py	514	# Check if stream names should be hidden	COMMENT
LOW	redis/_parsers/commands.py	545	# Check if this is a policy string	COMMENT
LOW⚡	tests/test_connect.py	125	# Check if the base class defaults were taken over.	COMMENT
LOW⚡	tests/test_connect.py	128	# Verify if the timeout and the path is set correctly.	COMMENT
LOW	tests/test_vsets.py	762	# Set attributes to None	COMMENT
LOW	tests/test_vsets.py	768	# Set attributes to empty dict	COMMENT
LOW	tests/test_vsets.py	780	# Set attributes to unexisting element	COMMENT
LOW	tests/test_vsets.py	786	# Set attributes to unexisting vset	COMMENT
LOW	tests/test_cluster.py	5574	# Check if any has error.type (the one from _raise_first_error)	COMMENT
LOW	…int_notifications/test_maint_notifications_handling.py	219	# Check if this is a key that should trigger a push message	COMMENT
LOW	…int_notifications/test_maint_notifications_handling.py	406	# Check if any of the sockets in rlist have data available	COMMENT
LOW	tests/test_parsers/test_errors.py	139	# Check if any of the sockets in rlist have data available	COMMENT
LOW	tests/test_multidb/conftest.py	36	# Check if the test is marked to skip connection mocking	COMMENT
LOW	tests/test_asyncio/test_vsets.py	762	# Set attributes to None	COMMENT
LOW	tests/test_asyncio/test_vsets.py	768	# Set attributes to empty dict	COMMENT
LOW	tests/test_asyncio/test_vsets.py	780	# Set attributes to unexisting element	COMMENT
LOW	tests/test_asyncio/test_vsets.py	786	# Set attributes to unexisting vset	COMMENT
LOW	tests/test_asyncio/test_connection_pool.py	273	# Check if the pool's lock is held during connection	COMMENT
LOW	tests/test_asyncio/test_multidb/conftest.py	35	# Check if the test is marked to skip connection mocking	COMMENT
LOW	benchmarks/otel_benchmark.py	1235	# Output results	COMMENT
LOW	benchmarks/otel_benchmark.py	1264	# Output results	COMMENT
LOW	.github/actions/run-tests/action.yml	99	# Check if REDIS_VERSION is in the custom map	COMMENT

Modern Structural Boilerplate59 hits · 56 pts

Severity	File	Line	Snippet	Context
LOW	redis/crc.py	9	__all__ = ["key_slot", "REDIS_CLUSTER_HASH_SLOTS"]	CODE
LOW	redis/credentials.py	5	logger = logging.getLogger(__name__)	CODE
LOW	redis/keyspace_notifications.py	80	logger = logging.getLogger(__name__)	CODE
LOW	redis/client.py	112	logger = logging.getLogger(__name__)	CODE
LOW	redis/client.py	597	def set_retry(self, retry: Retry) -> None:	CODE
LOW	redis/client.py	601	def set_response_callback(self, command: str, callback: Callable) -> None:	CODE
LOW	redis/cache.py	466	def set_metadata_resolver(self, metadata_resolver: MetadataResolver) -> None:	CODE
LOW	redis/__init__.py	72	__all__ = [	CODE
LOW	redis/retry.py	55	def update_supported_errors(self, specified_errors: Iterable[Type[E]]) -> None:	CODE
LOW	redis/retry.py	69	def update_retries(self, value: int) -> None:	CODE
LOW	redis/connection.py	3520	def set_retry(self, retry: Retry) -> None:	CODE
LOW	redis/cluster.py	118	logger = logging.getLogger(__name__)	CODE
LOW	redis/cluster.py	1241	def set_retry(self, retry: Retry) -> None:	CODE
LOW	redis/lock.py	11	logger = logging.getLogger(__name__)	CODE
LOW	redis/maint_notifications.py	30	logger = logging.getLogger(__name__)	CODE
LOW	redis/auth/token_manager.py	12	logger = logging.getLogger(__name__)	CODE
LOW	redis/multidb/client.py	34	logger = logging.getLogger(__name__)	CODE
LOW	redis/multidb/client.py	139	def set_active_database(self, database: SyncDatabase) -> None:	CODE
LOW	redis/multidb/failover.py	23	def set_databases(self, databases: Databases) -> None:	CODE
LOW	redis/multidb/failover.py	68	def set_databases(self, databases: Databases) -> None:	CODE
LOW	redis/multidb/failure_detector.py	26	def set_command_executor(self, command_executor) -> None:	CODE
LOW	redis/multidb/failure_detector.py	78	def set_command_executor(self, command_executor) -> None:	CODE
LOW	redis/observability/metrics.py	33	logger = logging.getLogger(__name__)	CODE
LOW	redis/observability/__init__.py	20	__all__ = [	CODE
LOW	redis/observability/providers.py	28	logger = logging.getLogger(__name__)	CODE
LOW	redis/http/http_client.py	14	__all__ = ["HttpClient", "HttpResponse", "HttpError", "DEFAULT_TIMEOUT"]	CODE
LOW	redis/commands/metadata.py	42	__all__ = [	CODE
LOW	redis/commands/__init__.py	7	__all__ = [	CODE
LOW	redis/commands/policies.py	25	__all__ = [	CODE
LOW⚡	redis/asyncio/keyspace_notifications.py	68	logger = logging.getLogger(__name__)	CODE
LOW	redis/asyncio/client.py	563	def set_retry(self, retry: Retry) -> None:	CODE
LOW	redis/asyncio/__init__.py	41	__all__ = [	CODE
LOW	redis/asyncio/connection.py	796	def set_parser(self, parser_class: Type[BaseParser]) -> None:	CODE
LOW	redis/asyncio/connection.py	1899	def set_retry(self, retry: "Retry") -> None:	CODE
LOW	redis/asyncio/connection.py	2438	def update_connection_kwargs(self, **kwargs: Any) -> None:	CODE
LOW	redis/asyncio/connection.py	2581	def _set_in_maintenance(self, in_maintenance: bool) -> None:	CODE
LOW	redis/asyncio/connection.py	2986	def set_retry(self, retry: "Retry") -> None:	CODE
LOW	redis/asyncio/connection.py	3088	def set_in_maintenance(self, in_maintenance: bool) -> None:	CODE
LOW	redis/asyncio/cluster.py	156	logger = logging.getLogger(__name__)	CODE
LOW	redis/asyncio/cluster.py	824	def set_default_node(self, node: "ClusterNode") -> None:	CODE
LOW	redis/asyncio/cluster.py	961	def set_retry(self, retry: Retry) -> None:	CODE
LOW	redis/asyncio/cluster.py	964	def set_response_callback(self, command: str, callback: ResponseCallbackT) -> None:	CODE
LOW	redis/asyncio/cluster.py	1809	def update_active_connections_for_reconnect(self) -> None:	CODE
LOW	redis/asyncio/cluster.py	2553	def set_response_callback(self, command: str, callback: ResponseCallbackT) -> None:	CODE
LOW	redis/asyncio/cluster.py	3658	def set_retry(self, retry: "Retry") -> None:	CODE
LOW	redis/asyncio/lock.py	14	logger = logging.getLogger(__name__)	CODE
LOW	redis/asyncio/maint_notifications.py	28	logger = logging.getLogger(__name__)	CODE
LOW	redis/asyncio/multidb/client.py	31	logger = logging.getLogger(__name__)	CODE
LOW	redis/asyncio/multidb/client.py	152	async def set_active_database(self, database: AsyncDatabase) -> None:	CODE
LOW	redis/asyncio/multidb/failover.py	23	def set_databases(self, databases: Databases) -> None:	CODE
LOW	redis/asyncio/multidb/failover.py	68	def set_databases(self, databases: Databases) -> None:	CODE
LOW	redis/asyncio/multidb/healthcheck.py	49	logger = logging.getLogger(__name__)	CODE
LOW	redis/asyncio/multidb/failure_detector.py	18	def set_command_executor(self, command_executor) -> None:	CODE
LOW	redis/asyncio/multidb/failure_detector.py	37	def set_command_executor(self, command_executor) -> None:	CODE
LOW	redis/_parsers/__init__.py	13	__all__ = [	CODE
LOW	redis/_parsers/commands.py	36	__all__ = [	CODE
LOW	redis/_parsers/base.py	72	logger = logging.getLogger(__name__)	CODE
LOW	tests/test_scenario/test_active_active.py	20	logger = logging.getLogger(__name__)	CODE
LOW	tests/test_asyncio/test_scenario/test_active_active.py	21	logger = logging.getLogger(__name__)	CODE

Docstring Block Structure10 hits · 50 pts

Severity	File	Line	Snippet	Context
HIGH	redis/keyspace_notifications.py	670	Create a keyevent pattern for subscribing to all event types. This is equivalent to KeyeventChannel("*	STRING
HIGH	redis/keyspace_notifications.py	936	Determine the type of a Redis keyspace notification channel. Args: channel: The channel name to check	STRING
HIGH	redis/keyspace_notifications.py	1475	Start a background thread that polls for notifications and triggers handlers. This method spawns a thr	STRING
HIGH	redis/background.py	118	Runs a coroutine synchronously and returns its result. Uses the shared health check event loop to ensur	STRING
HIGH	redis/commands/helpers.py	188	Checks that at most one of the values in the iterable is truthy. Args: iterable: An iterable of values	STRING
HIGH	redis/commands/json/commands.py	29	Convert a string or FPHAType instance to a validated FPHAType. Args: value: An ``FPHAType`` member	STRING
HIGH	redis/_parsers/commands.py	446	Determines whether a given command or subcommand is considered "keyless". A keyless command does not operate o	STRING
HIGH	redis/_parsers/commands.py	571	Traverse a parsed ``COMMAND`` reply, resolving the policies of every command, and build one record per command	STRING
HIGH	redis/_parsers/commands.py	677	Retrieve and process the command policies for all commands and subcommands. This function traverses through co	STRING
HIGH	redis/_parsers/commands.py	789	Retrieve and process the metadata records cache for all commands and subcommands. This function traverses thro	STRING

Structural Annotation Overuse30 hits · 48 pts

Severity	File	Line	Snippet	Context
LOW⚡	…int_notifications/test_maint_notifications_handling.py	1791	# Step 2: Run command that will receive and handle MIGRATED notification	COMMENT
LOW⚡	…int_notifications/test_maint_notifications_handling.py	1800	# Step 3: Validate that MIGRATED notification was processed but MOVING settings remain	COMMENT
LOW	…int_notifications/test_maint_notifications_handling.py	1059	# Step 4: Validate timeout was updated to relaxed value after MIGRATING	COMMENT
LOW	…int_notifications/test_maint_notifications_handling.py	1080	# Step 6: Validate socket timeout is still relaxed during commands 3-4	COMMENT
LOW	…int_notifications/test_maint_notifications_handling.py	1095	# Step 8: Validate socket timeout is reversed back to original after MIGRATED	COMMENT
LOW	…int_notifications/test_maint_notifications_handling.py	1257	# Step 4: Validate timeout was updated to relaxed value after MIGRATING	COMMENT
LOW	…int_notifications/test_maint_notifications_handling.py	1278	# Step 6: Validate socket timeout is still relaxed during commands 3-4	COMMENT
LOW	…int_notifications/test_maint_notifications_handling.py	1293	# Step 8: Validate socket timeout is reversed back to original after FAILED_OVER	COMMENT
LOW	…int_notifications/test_maint_notifications_handling.py	1767	# Step 1: Run command that will receive and handle MOVING notification	COMMENT
LOW	…int_notifications/test_maint_notifications_handling.py	1817	# Step 4: Create new connections after MIGRATED to verify they still use MOVING settings	COMMENT
LOW⚡	tests/test_observability/test_recorder.py	1495	# Step 1: IDLE +1 (creation)	COMMENT
LOW⚡	tests/test_observability/test_recorder.py	1499	# Step 2: IDLE -1, USED +1 (acquire)	COMMENT
LOW⚡	tests/test_observability/test_recorder.py	1505	# Step 3: USED -1, IDLE +1 (release)	COMMENT
LOW⚡	tests/test_observability/test_recorder.py	1511	# Step 4: IDLE -1 (disconnect)	COMMENT
LOW⚡	tests/test_asyncio/test_observability/test_recorder.py	1113	# Step 1: IDLE +1 (creation)	COMMENT
LOW⚡	tests/test_asyncio/test_observability/test_recorder.py	1117	# Step 2: IDLE -1, USED +1 (acquire)	COMMENT
LOW⚡	tests/test_asyncio/test_observability/test_recorder.py	1123	# Step 3: USED -1, IDLE +1 (release)	COMMENT
LOW⚡	tests/test_asyncio/test_observability/test_recorder.py	1129	# Step 4: IDLE -1 (disconnect)	COMMENT
LOW	.agents/sync_async_type_hints_overload_guide.md	19	### Step 1: Check Official Redis Documentation	COMMENT
LOW	.agents/sync_async_type_hints_overload_guide.md	26	### Step 2: Check Local Response Callbacks	COMMENT
LOW	.agents/sync_async_type_hints_overload_guide.md	51	### Step 3: Check Test Assertions	COMMENT
LOW⚡	.agents/sync_async_type_hints_overload_guide.md	75	### Step 1: Add `@overload` Signatures	COMMENT
LOW⚡	.agents/sync_async_type_hints_overload_guide.md	82	### Step 2: Mirror the Input Signature	COMMENT
LOW⚡	.agents/sync_async_type_hints_overload_guide.md	88	### Step 3: Keep Original Implementation	COMMENT
LOW⚡	.agents/sync_async_type_hints_overload_guide.md	96	### Step 4: Run Type Checker	COMMENT
LOW	.agents/sync_async_type_hints_overload_guide.md	114	## Step 1: Research the Command	COMMENT
LOW	.agents/sync_async_type_hints_overload_guide.md	121	## Step 2: Define the Function Signature	COMMENT
LOW	.agents/sync_async_type_hints_overload_guide.md	140	## Step 3: Implement the Overload Pattern	COMMENT
LOW	.agents/sync_async_type_hints_overload_guide.md	177	## Step 4: Register Response Callback (if needed)	COMMENT
LOW	.agents/sync_async_type_hints_overload_guide.md	191	## Step 5: Add Tests	COMMENT

AI Slop Vocabulary20 hits · 40 pts

Severity	File	Line	Snippet	Context
LOW	redis/cluster.py	1564	# so we can just return a random slot	COMMENT
LOW	redis/cluster.py	1572	# can be run on any node so we can just return a random slot	COMMENT
LOW	redis/maint_notifications.py	874	# just return	COMMENT
LOW	redis/asyncio/cluster.py	1019	# so we can just return a random slot	COMMENT
LOW	redis/asyncio/cluster.py	1026	# can be run on any node so we can just return a random slot	COMMENT
LOW	redis/asyncio/maint_notifications.py	139	# just return	COMMENT
LOW	redis/_parsers/hiredis.py	205	# blocking error, simply return False indicating that	COMMENT
LOW	redis/_parsers/resp3.py	84	# necessary, so just return the exception instance here.	COMMENT
LOW	redis/_parsers/resp3.py	220	# necessary, so just return the exception instance here.	COMMENT
LOW	redis/_parsers/socket.py	81	# blocking error, simply return False indicating that	COMMENT
LOW	redis/_parsers/helpers.py	341	# if for some reason the value can't be coerced, just use	COMMENT
LOW	redis/_parsers/resp2.py	49	# necessary, so just return the exception instance here.	COMMENT
LOW	redis/_parsers/resp2.py	113	# necessary, so just return the exception instance here.	COMMENT
MEDIUM	tests/test_search.py	936	# so pin only that here and let the harness supply the protocol x	COMMENT
LOW⚡	tests/test_ssl.py	399	# Don't actually wrap the socket, just return the original socket	COMMENT
MEDIUM	tests/test_asyncio/test_search.py	978	# so pin only that here and let the harness supply the protocol x	COMMENT
MEDIUM	tests/test_asyncio/test_cwe_404.py	97	# ignore errors on close pertaining to no event loop. Don't want	COMMENT
MEDIUM	benchmarks/otel_benchmark.py	883	# Create comprehensive generator with baseline redis module	COMMENT
MEDIUM	benchmarks/otel_benchmark.py	939	# Create async comprehensive generator with baseline redis module	COMMENT
MEDIUM	benchmarks/base.py	16	# eventually make this more robust and take optional args from	COMMENT

Verbosity Indicators20 hits · 30 pts

Severity	File	Line	Snippet	Context
LOW	redis/multidb/config.py	74	grace_period (float): Grace period after which we need to check if the circuit could be closed again.	STRING
LOW	redis/asyncio/multidb/config.py	76	grace_period (float): Grace period after which we need to check if the circuit could be closed again.	STRING
LOW⚡	…int_notifications/test_maint_notifications_handling.py	1791	# Step 2: Run command that will receive and handle MIGRATED notification	COMMENT
LOW⚡	…int_notifications/test_maint_notifications_handling.py	1800	# Step 3: Validate that MIGRATED notification was processed but MOVING settings remain	COMMENT
LOW	…int_notifications/test_maint_notifications_handling.py	1059	# Step 4: Validate timeout was updated to relaxed value after MIGRATING	COMMENT
LOW	…int_notifications/test_maint_notifications_handling.py	1080	# Step 6: Validate socket timeout is still relaxed during commands 3-4	COMMENT
LOW	…int_notifications/test_maint_notifications_handling.py	1095	# Step 8: Validate socket timeout is reversed back to original after MIGRATED	COMMENT
LOW	…int_notifications/test_maint_notifications_handling.py	1257	# Step 4: Validate timeout was updated to relaxed value after MIGRATING	COMMENT
LOW	…int_notifications/test_maint_notifications_handling.py	1278	# Step 6: Validate socket timeout is still relaxed during commands 3-4	COMMENT
LOW	…int_notifications/test_maint_notifications_handling.py	1293	# Step 8: Validate socket timeout is reversed back to original after FAILED_OVER	COMMENT
LOW	…int_notifications/test_maint_notifications_handling.py	1767	# Step 1: Run command that will receive and handle MOVING notification	COMMENT
LOW	…int_notifications/test_maint_notifications_handling.py	1817	# Step 4: Create new connections after MIGRATED to verify they still use MOVING settings	COMMENT
LOW⚡	tests/test_observability/test_recorder.py	1495	# Step 1: IDLE +1 (creation)	COMMENT
LOW⚡	tests/test_observability/test_recorder.py	1499	# Step 2: IDLE -1, USED +1 (acquire)	COMMENT
LOW⚡	tests/test_observability/test_recorder.py	1505	# Step 3: USED -1, IDLE +1 (release)	COMMENT
LOW⚡	tests/test_observability/test_recorder.py	1511	# Step 4: IDLE -1 (disconnect)	COMMENT
LOW⚡	tests/test_asyncio/test_observability/test_recorder.py	1113	# Step 1: IDLE +1 (creation)	COMMENT
LOW⚡	tests/test_asyncio/test_observability/test_recorder.py	1117	# Step 2: IDLE -1, USED +1 (acquire)	COMMENT
LOW⚡	tests/test_asyncio/test_observability/test_recorder.py	1123	# Step 3: USED -1, IDLE +1 (release)	COMMENT
LOW⚡	tests/test_asyncio/test_observability/test_recorder.py	1129	# Step 4: IDLE -1 (disconnect)	COMMENT

Hallucination Indicators2 hits · 20 pts

Severity	File	Line	Snippet	Context
CRITICAL	redis/multidb/event.py	74	for node in event.old_database.client.nodes_manager.nodes_cache.values():	CODE
CRITICAL	tests/test_asyncio/test_scenario/conftest.py	289	await client.command_executor.active_database.client.connection_pool.disconnect()	CODE

Modern AI Meta-Vocabulary5 hits · 15 pts

Severity	File	Line	Snippet	Context
MEDIUM	redis/client.py	978	# HIMPORT orchestration. The registry lives on the shared HImportRegistry; the	COMMENT
MEDIUM	redis/cluster.py	1467	# HIMPORT orchestration. PREPARE/DISCARD/DISCARDALL mutate the one shared	COMMENT
MEDIUM	redis/commands/core.py	10761	# DISCARD / DISCARDALL wire mappings; the client-side orchestration around them	COMMENT
MEDIUM	redis/asyncio/client.py	1013	# HIMPORT orchestration (async mirror of redis.client.Redis). See	COMMENT
MEDIUM	redis/asyncio/cluster.py	919	# HIMPORT orchestration (async mirror of redis.cluster.RedisCluster). The one	COMMENT

Cross-Language Confusion2 hits · 12 pts

Severity	File	Line	Snippet	Context
HIGH	doctests/dt_json.py	72	print(res12) # >>> ['["Deimos", { "crashes": 0 }, null]']	CODE
HIGH	…int_notifications/test_maint_notifications_handling.py	249	# Format: >4\r\n$6\r\nMOVING\r\n:1\r\n:1\r\n+null\r\n (4 elements: MOVING, id, ttl, null)	COMMENT

Slop Phrases5 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	redis/client.py	1881	# make sure to reset the connection state in the event that we were	COMMENT
LOW	redis/cluster.py	5111	# make sure to reset the connection state in the event that we were	COMMENT
LOW	redis/asyncio/client.py	1853	# make sure to reset the connection state in the event that we were	COMMENT
LOW	redis/asyncio/cluster.py	3516	# make sure to reset the connection state in the event that we	COMMENT
LOW	redis/_parsers/socket.py	102	length = length + 2 # make sure to read the \r\n terminator	CODE

Fake / Example Data2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_search.py	1001	client.hset("doc2", mapping={"f1": "very important", "f2": "lorem ipsum"})	CODE
LOW	tests/test_asyncio/test_search.py	1092	"doc2", mapping={"f1": "very important", "f2": "lorem ipsum"}	CODE

Overly Generic Function Names3 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_commands.py	8489	def helper():	CODE
LOW	tests/test_asyncio/test_commands.py	6430	async def helper():	CODE
LOW	docs/examples/opentelemetry/main.py	31	def handle_request(client):	CODE

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings