fluent/fluentd

4.8

Adjusted Score

4.8

Raw Score

100%

Time Factor

2026-07-14

Last Push

13.6K

Stars

Ruby

Language

113.3K

Lines of Code

474

Files

511

Pattern Hits

2026-07-14

Scan Date

0.00

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 0HIGH 0MEDIUM 11LOW 500

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 511 distinct pattern matches across 10 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.

Over-Commented Block265 hits · 265 pts

Severity	File	Line	Snippet	Context
LOW	test/test_configdsl.rb	1	require_relative 'helper'	COMMENT
LOW	test/config/test_configurable.rb	101	ary + [@nodes, @description1, @description2, @description3]	COMMENT
LOW	test/plugin/test_in_tail.rb	3121	# This reproduces the case where the notify to TailWatcher comes before the new file for the path	COMMENT
LOW	test/plugin/test_in_tail.rb	3321	Fluent::FileWrapper.open("#{@tmp_dir}/tail.txt0", "ab") {\|f\| f.puts "file1 log2"}	COMMENT
LOW	test/plugin/test_buffer.rb	881	# Write 42 events in 1 event stream, last one is for triggering `ShouldRetry`	COMMENT
LOW	test/plugin/test_buffer.rb	941	# Write 42 events in 1 event stream, last one is for triggering `ShouldRetry`	COMMENT
LOW	test/scripts/fluent/plugin/out_test.rb	1	#	COMMENT
LOW	test/scripts/fluent/plugin/out_test2.rb	1	#	COMMENT
LOW	.github/workflows/scorecards.yml	41	# - you want to enable the Branch-Protection check on a public repository, or	COMMENT
LOW	lib/fluent/counter.rb	1	#	COMMENT
LOW	lib/fluent/match.rb	1	#	COMMENT
LOW	lib/fluent/match.rb	81	escape = true	COMMENT
LOW	lib/fluent/output.rb	1	#	COMMENT
LOW	lib/fluent/timezone.rb	1	#	COMMENT
LOW	lib/fluent/timezone.rb	41	# such as PST and JST are not supported intentionally.	COMMENT
LOW	lib/fluent/plugin_id.rb	1	#	COMMENT
LOW	lib/fluent/fluent_log_event_router.rb	1	#	COMMENT
LOW	lib/fluent/source_only_buffer_agent.rb	1	#	COMMENT
LOW	lib/fluent/label.rb	1	#	COMMENT
LOW	lib/fluent/input.rb	1	#	COMMENT
LOW	lib/fluent/agent.rb	1	#	COMMENT
LOW	lib/fluent/static_config_analysis.rb	1	#	COMMENT
LOW	lib/fluent/filter.rb	1	#	COMMENT
LOW	lib/fluent/root_agent.rb	1	#	COMMENT
LOW	lib/fluent/root_agent.rb	21	require 'fluent/label'	COMMENT
LOW	lib/fluent/process.rb	1	#	COMMENT
LOW	lib/fluent/system_config.rb	1	#	COMMENT
LOW	lib/fluent/plugin.rb	1	#	COMMENT
LOW	lib/fluent/output_chain.rb	1	#	COMMENT
LOW	lib/fluent/parser.rb	1	#	COMMENT
LOW	lib/fluent/tls.rb	1	#	COMMENT
LOW	lib/fluent/engine.rb	1	#	COMMENT
LOW	lib/fluent/rpc.rb	1	#	COMMENT
LOW	lib/fluent/capability.rb	1	#	COMMENT
LOW	lib/fluent/winsvc.rb	1	#	COMMENT
LOW	lib/fluent/ext_monitor_require.rb	1	#	COMMENT
LOW	lib/fluent/daemonizer.rb	1	#	COMMENT
LOW	lib/fluent/variable_store.rb	1	#	COMMENT
LOW	lib/fluent/test.rb	1	#	COMMENT
LOW	lib/fluent/registry.rb	1	#	COMMENT
LOW	lib/fluent/msgpack_factory.rb	1	#	COMMENT
LOW	lib/fluent/supervisor.rb	1	#	COMMENT
LOW	lib/fluent/win32api.rb	1	#	COMMENT
LOW	lib/fluent/unique_id.rb	1	#	COMMENT
LOW	lib/fluent/configurable.rb	1	#	COMMENT
LOW	lib/fluent/clock.rb	1	#	COMMENT
LOW	lib/fluent/config.rb	1	#	COMMENT
LOW	lib/fluent/env.rb	1	#	COMMENT
LOW	lib/fluent/version.rb	1	#	COMMENT
LOW	lib/fluent/error.rb	1	#	COMMENT
LOW	lib/fluent/event_router.rb	1	#	COMMENT
LOW	lib/fluent/event_router.rb	21		COMMENT
LOW	lib/fluent/mixin.rb	1	#	COMMENT
LOW	lib/fluent/log.rb	1	#	COMMENT
LOW	lib/fluent/log.rb	101	# ERROR = 3	COMMENT
LOW	lib/fluent/time.rb	1	#	COMMENT
LOW	lib/fluent/event.rb	1	#	COMMENT
LOW	lib/fluent/plugin_helper.rb	1	#	COMMENT
LOW	lib/fluent/formatter.rb	1	#	COMMENT
LOW	lib/fluent/file_wrapper.rb	1	#	COMMENT
205 more matches not shown…

Hyper-Verbose Identifiers164 hits · 169 pts

Severity	File	Line	Snippet	Context
LOW	tasks/backport.rb	18	def append_additional_arguments(commands)	CODE
LOW	test/test_formatter.rb	237	def test_config_params_with_customized_delimiters(data)	CODE
LOW	test/test_formatter.rb	288	def test_format_with_empty_fields(data)	CODE
LOW	test/test_formatter.rb	300	def test_config_params_with_fields(data)	CODE
LOW	test/test_supervisor.rb	490	def test_fluentsigdump_get_path_with_pid(data)	CODE
LOW	test/test_supervisor.rb	569	def test_invalid_rpc_endpoint(data)	CODE
LOW	test/test_supervisor.rb	760	def test_logger_with_rotate_age_and_rotate_size(rotate_age)	CODE
LOW	test/test_supervisor.rb	973	def test_zero_downtime_restart((daemonize, wait_success, wait_sleep, restart_canceled))	CODE
LOW	test/test_event.rb	8	def assert_duplicated_records(es1, es2)	CODE
LOW	test/test_log.rb	85	def test_output_with_serverengine_loglevel(data)	CODE
LOW	test/test_log.rb	150	def test_output_with_block_with_serverengine_loglevel(data)	CODE
LOW	test/test_log.rb	214	def test_execute_block_with_serverengine_loglevel(data)	CODE
LOW	test/test_log.rb	290	def test_backtrace_with_serverengine_loglevel(data)	CODE
LOW⚡	test/plugin_helper/test_server.rb	957	def create_server_pair_signed_by_self(cert_path, private_key_path, passphrase)	CODE
LOW⚡	test/plugin_helper/test_server.rb	963	def create_ca_pair_signed_by_self(cert_path, private_key_path, passphrase)	CODE
LOW⚡	test/plugin_helper/test_server.rb	968	def create_server_pair_signed_by_ca(ca_cert_path, ca_key_path, ca_key_passphrase, cert_path, private_key_path, passphr	CODE
LOW⚡	test/plugin_helper/test_server.rb	974	def create_server_pair_chained_with_root_ca(ca_cert_path, ca_key_path, ca_key_passphrase, cert_path, private_key_path,	CODE
LOW	test/plugin_helper/test_service_discovery.rb	11	def service_discovery_create_manager(title, configurations:, load_balancer: nil, custom_build_method: nil, interval:	CODE
LOW⚡	test/plugin_helper/data/cert/generate_cert.rb	41	def create_server_pair_signed_by_self(cert_path, private_key_path, passphrase)	CODE
LOW⚡	test/plugin_helper/data/cert/generate_cert.rb	47	def create_ca_pair_signed_by_self(cert_path, private_key_path, passphrase)	CODE
LOW⚡	test/plugin_helper/data/cert/generate_cert.rb	53	def create_server_pair_signed_by_ca(ca_cert_path, ca_key_path, ca_key_passphrase, cert_path, private_key_path, passphras	CODE
LOW	test/plugin_helper/data/cert/generate_cert.rb	87	def create_cert_pair_chained_with_root_ca(ca_cert_path, ca_key_path, ca_key_passphrase, cert_path, private_key_path, pas	CODE
LOW	test/compat/test_parser.rb	86	def test_regexp_parser_config(options)	CODE
LOW	test/config/assertions.rb	17	def assert_text_parsed_as_json(expected, actual)	CODE
LOW	test/config/test_config_parser.rb	231	def test_rejects_at_prefix_in_the_parameter_name(data)	CODE
LOW	test/config/test_config_parser.rb	244	def test_not_reject_at_prefix_in_the_parameter_name(data)	CODE
LOW	test/plugin/test_formatter_csv.rb	42	def test_config_params_with_customized_delimiters(data)	CODE
LOW	test/plugin/test_formatter_csv.rb	106	def test_format_with_empty_fields(data)	CODE
LOW	test/plugin/test_formatter_csv.rb	116	def test_config_params_with_fields(data)	CODE
LOW	test/plugin/test_in_syslog.rb	61	def test_configure_resolve_hostname(param)	CODE
LOW	test/plugin/test_in_syslog.rb	252	def test_msg_size_with_severity_key(param_name)	CODE
LOW	test/plugin/test_in_syslog.rb	410	def compare_unmatched_lines_test_result(events, tests, options = {})	CODE
LOW	test/plugin/test_base.rb	157	def assert_system_config_workers_value(data)	CODE
LOW	test/plugin/test_in_tail.rb	490	def test_emit_with_read_lines_limit(data)	CODE
LOW	test/plugin/test_in_tail.rb	530	def test_emit_with_read_bytes_limit_per_second(data)	CODE
LOW	test/plugin/test_in_tail.rb	595	def test_emit_with_read_bytes_limit_per_second(data)	CODE
LOW	test/plugin/test_in_tail.rb	728	def test_emit_with_read_from_head(data)	CODE
LOW	test/plugin/test_in_tail.rb	754	def test_emit_without_watch_timer(data)	CODE
LOW	test/plugin/test_in_tail.rb	812	def test_emit_with_disable_stat_watcher(data)	CODE
LOW⚡	test/plugin/test_in_tail.rb	929	def test_rotate_file_with_read_from_head(data)	CODE
LOW⚡	test/plugin/test_in_tail.rb	938	def test_rotate_file_with_open_on_every_update(data)	CODE
LOW⚡	test/plugin/test_in_tail.rb	947	def test_rotate_file_with_write_old(data)	CODE
LOW	test/plugin/test_in_tail.rb	969	def test_rotate_file_with_write_old_and_no_new_file(data)	CODE
LOW	test/plugin/test_in_tail.rb	1281	def test_multiline_with_emit_unmatched_lines_true(data)	CODE
LOW	test/plugin/test_in_tail.rb	1338	def test_multiline_with_flush_interval(data)	CODE
LOW	test/plugin/test_in_tail.rb	1372	def test_multiline_encoding_of_flushed_record(data)	CODE
LOW	test/plugin/test_in_tail.rb	1435	def test_multiline_with_multiple_formats(data)	CODE
LOW	test/plugin/test_in_tail.rb	1476	def test_multilinelog_with_multiple_paths(data)	CODE
LOW	test/plugin/test_in_tail.rb	1521	def test_multiline_without_firstline(data)	CODE
LOW	test/plugin/test_in_tail.rb	2712	def test_lines_collected_with_no_throttling(data)	CODE
LOW	test/plugin/test_formatter_json.rb	55	def test_format_with_symbolic_record(data)	CODE
LOW	test/plugin/test_in_forward.rb	1315	def execute_test_with_source_hostname_key(*keys, &block)	CODE
LOW	test/plugin/test_parser_json.rb	88	def test_parse_with_duplicated_key(data)	CODE
LOW	test/plugin/test_parser_json.rb	110	def test_parse_with_large_float(data)	CODE
LOW	test/plugin/test_parser_json.rb	144	def test_parse_with_colon_string(data)	CODE
LOW	test/plugin/test_parser_json.rb	152	def test_parse_with_invalid_time(data)	CODE
LOW	test/plugin/test_parser_json.rb	171	def test_parse_with_keep_time_key(data)	CODE
LOW	test/plugin/test_parser_json.rb	187	def test_parse_with_keep_time_key_without_time_format(data)	CODE
LOW	test/plugin/test_parser_json.rb	232	def test_parse_io_warns_on_truncated_stream(data)	CODE
LOW	test/plugin/test_parser_json.rb	260	def test_parse_io_does_not_warn_on_complete_stream(data)	CODE
104 more matches not shown…

Fake / Example Data62 hits · 62 pts

Severity	File	Line	Snippet	Context
LOW	test/config/test_yaml_parser.rb	23	$id: dummy_id	CODE
LOW	test/config/test_yaml_parser.rb	31	assert_equal('dummy_id', config.elements[0]['@id'])	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1400	dummy_data = "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1402	["test.tag.1", event_time('2016-04-13 14:03:21 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1403	["test.tag.2", event_time('2016-04-13 14:03:23 +0900'), {"data" => dummy_data, "name" => "yyy", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1404	["test.tag.1", event_time('2016-04-13 14:03:29 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1405	["test.tag.1", event_time('2016-04-13 14:03:30 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1406	["test.tag.1", event_time('2016-04-13 14:03:33 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1407	["test.tag.1", event_time('2016-04-13 14:03:38 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "b"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1408	["test.tag.1", event_time('2016-04-13 14:03:43 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1409	["test.tag.1", event_time('2016-04-13 14:03:49 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "b"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1410	["test.tag.2", event_time('2016-04-13 14:03:51 +0900'), {"data" => dummy_data, "name" => "yyy", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1411	["test.tag.1", event_time('2016-04-13 14:04:00 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1412	["test.tag.2", event_time('2016-04-13 14:04:01 +0900'), {"data" => dummy_data, "name" => "yyy", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1489	dummy_data = "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1491	["test.tag.1", event_time('2016-04-13 14:03:21 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1492	["test.tag.2", event_time('2016-04-13 14:03:23 +0900'), {"data" => dummy_data, "name" => "yyy", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1493	["test.tag.1", event_time('2016-04-13 14:03:29 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1494	["test.tag.1", event_time('2016-04-13 14:03:30 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1495	["test.tag.1", event_time('2016-04-13 14:03:33 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1496	["test.tag.1", event_time('2016-04-13 14:03:38 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "b"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1497	["test.tag.1", event_time('2016-04-13 14:03:43 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1498	["test.tag.1", event_time('2016-04-13 14:03:49 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "b"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1499	["test.tag.2", event_time('2016-04-13 14:03:51 +0900'), {"data" => dummy_data, "name" => "yyy", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1500	["test.tag.1", event_time('2016-04-13 14:04:00 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1501	["test.tag.2", event_time('2016-04-13 14:04:01 +0900'), {"data" => dummy_data, "name" => "yyy", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1646	dummy_data = "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1648	["test.tag.1", event_time('2016-04-13 14:03:21 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1649	["test.tag.2", event_time('2016-04-13 14:03:23 +0900'), {"data" => dummy_data, "name" => "yyy", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1650	["test.tag.1", event_time('2016-04-13 14:03:29 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1651	["test.tag.1", event_time('2016-04-13 14:03:30 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1652	["test.tag.1", event_time('2016-04-13 14:03:33 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1653	["test.tag.1", event_time('2016-04-13 14:03:38 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "b"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1654	["test.tag.1", event_time('2016-04-13 14:03:43 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1655	["test.tag.1", event_time('2016-04-13 14:03:49 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "b"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1656	["test.tag.2", event_time('2016-04-13 14:03:51 +0900'), {"data" => dummy_data, "name" => "yyy", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1657	["test.tag.1", event_time('2016-04-13 14:04:00 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1658	["test.tag.2", event_time('2016-04-13 14:04:01 +0900'), {"data" => dummy_data, "name" => "yyy", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1765	dummy_data = "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1767	["test.tag.1", event_time('2016-04-13 14:03:21 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1768	["test.tag.2", event_time('2016-04-13 14:03:23 +0900'), {"data" => dummy_data, "name" => "yyy", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1769	["test.tag.1", event_time('2016-04-13 14:03:29 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1770	["test.tag.1", event_time('2016-04-13 14:03:30 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1771	["test.tag.1", event_time('2016-04-13 14:03:33 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1772	["test.tag.1", event_time('2016-04-13 14:03:38 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "b"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1773	["test.tag.1", event_time('2016-04-13 14:03:43 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1774	["test.tag.1", event_time('2016-04-13 14:03:49 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "b"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1775	["test.tag.2", event_time('2016-04-13 14:03:51 +0900'), {"data" => dummy_data, "name" => "yyy", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1776	["test.tag.1", event_time('2016-04-13 14:04:00 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1777	["test.tag.2", event_time('2016-04-13 14:04:01 +0900'), {"data" => dummy_data, "name" => "yyy", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1926	dummy_data = "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1928	["test.tag.1", event_time('2016-04-13 14:03:21 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1929	["test.tag.2", event_time('2016-04-13 14:03:23 +0900'), {"data" => dummy_data, "name" => "yyy", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1930	["test.tag.1", event_time('2016-04-13 14:03:29 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1931	["test.tag.1", event_time('2016-04-13 14:03:30 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1932	["test.tag.1", event_time('2016-04-13 14:03:33 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1933	["test.tag.1", event_time('2016-04-13 14:03:38 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "b"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1934	["test.tag.1", event_time('2016-04-13 14:03:43 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "a"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1935	["test.tag.1", event_time('2016-04-13 14:03:49 +0900'), {"data" => dummy_data, "name" => "xxx", "service" => "b"	CODE
LOW⚡	test/plugin/test_output_as_buffered.rb	1936	["test.tag.2", event_time('2016-04-13 14:03:51 +0900'), {"data" => dummy_data, "name" => "yyy", "service" => "a"	CODE
2 more matches not shown…

Self-Referential Comments8 hits · 24 pts

Severity	File	Line	Snippet	Context
MEDIUM	lib/fluent/timezone.rb	98	# Create a formatter for a timezone and optionally a format.	COMMENT
MEDIUM	lib/fluent/fluent_log_event_router.rb	35	# This class is for handling fluentd's inner log	COMMENT
MEDIUM	lib/fluent/supervisor.rb	998	# This method is the only method to set signal handlers in Fluentd worker process.	COMMENT
MEDIUM	lib/fluent/log.rb	72	# Create a unique path for each process.	COMMENT
MEDIUM	lib/fluent/time.rb	115	# This method is called many time. so call Process.clock_gettime directly instead of Fluent::Clock.real_now	COMMENT
MEDIUM	lib/fluent/plugin/buf_file_single.rb	134	# This method is called only when multi worker is configured	COMMENT
MEDIUM	lib/fluent/plugin/buf_file.rb	113	# This method is called only when multi worker is configured	COMMENT
MEDIUM	lib/fluent/plugin/in_tail/position_file.rb	94	# This method is similar to #compact but it tries to get less lock to avoid a lock contention	COMMENT

Decorative Section Separators2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	lib/fluent/plugin/in_http.rb	508	# ==========	COMMENT
MEDIUM	lib/fluent/plugin/in_http.rb	520	# =================	COMMENT

Redundant / Tautological Comments3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	tasks/benchmark.rb	36	# Output the results with markdown format	COMMENT
LOW	test/plugin/test_out_http.rb	196	# Check if an exception is raised on not JSON format use	COMMENT
LOW	lib/fluent/plugin/output.rb	882	# Check if the number of parent directory components (../) has increased due to variable substitution	COMMENT

AI Slop Vocabulary2 hits · 4 pts

Severity	File	Line	Snippet	Context
MEDIUM	lib/fluent/compat/file_util.rb	35	# Check file is writable in conjunction with mkdir_p(dirname(path))	COMMENT
LOW	lib/fluent/plugin/in_tail.rb	377	# When file is not created yet, Dir.glob returns an empty array. So just add when path is static.	COMMENT

TODO Padding2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	test/config/test_yaml_parser.rb	511	# TODO: Fix exception	COMMENT
LOW	lib/fluent/plugin_helper/socket.rb	39	# TODO: implement connection pool for specified host	COMMENT

Slop Phrases2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	test/command/test_fluentd.rb	1568	sleep 5 # make sure to flush each chunk (1s flush interval for 1chunk)	CODE
LOW	lib/fluent/fluent_log_event_router.rb	130	# to make sure to emit all log events into router, before shutting down	COMMENT

Structural Annotation Overuse1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	lib/fluent/plugin/buffer.rb	547	# NOTE: The following line might cause data race depending on Ruby implementations except CRuby	COMMENT

Analysis Overview

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Pattern Findings