tokei-api - Code Line Counter

Analysis Results: https://github.com/rte-france/BERTrend

2026-04-04 17:28

Lines of Code by Language

Code, Comments, and Blank Lines Ratio

Visualize GitDiagram DeepWiki

Language ↕ Files ↕ Code ↕ Comments ↕ Blanks ↕ Total ↕

▶ CSS

109

145

File ↕	Code ↕	Comments ↕	Blanks ↕	Total ↕
`./bertrend/llm_utils/newsletter.css`	109	15	21	145

▶ HTML

941

1033

File ↕	Code ↕	Comments ↕	Blanks ↕	Total ↕
`./bertrend/llm_utils/newsletter_template.html`	95	9	12	116
`./bertrend/llm_utils/newsletter_outlook_template.html`	134	19	16	169
`./bertrend/bertrend_apps/prospective_demo/detailed_report_template.html`	430	11	10	451
`./bertrend/trend_analysis/signal_llm_template_fr.html`	174	6	1	181
`./bertrend/trend_analysis/signal_llm_template_en.html`	108	6	2	116

▶ JSON

File ↕	Code ↕	Blanks ↕	Total ↕
`./bertrend/services/embedding_server/bertrend_client_registry.json`	22	1	23
`./bertrend/resources/stopwords-rte.json`	15	0	15
`./bertrend/resources/stopwords-fr.json`	1	0	1
`./bertrend/resources/common_ngrams.json`	23	0	23
`./bertrend/resources/stopwords-en.json`	2	1	3

▶ TOML

388

159

587

File ↕	Code ↕	Comments ↕	Blanks ↕	Total ↕
`./pyproject.toml`	97	0	4	101
`./bertrend/services/summary_server/config/default_config.toml`	3	0	0	3
`./bertrend/services/article_scoring_server/config/default_config.toml`	3	0	0	3
`./bertrend/services/embedding_server/config/default_config.toml`	5	2	0	7
`./bertrend/config/bertrend_default_config.toml`	6	8	2	16
`./bertrend/config/services_default_config.toml`	16	17	3	36
`./bertrend/config/bertopic_default_config.toml`	32	9	8	49
`./bertrend/bertrend_apps/services/bertrend/config/default_config.toml`	3	0	0	3
`./bertrend/bertrend_apps/exploration/curebot/config.toml`	30	0	3	33
`./bertrend/bertrend_apps/config/feeds/rte_feed.toml`	9	6	0	15
`./bertrend/bertrend_apps/config/feeds/arxiv_feed.toml`	9	6	0	15
`./bertrend/bertrend_apps/config/feeds/llm_feed.toml`	9	7	0	16
`./bertrend/bertrend_apps/config/feeds/llm_en_feed.toml`	9	6	0	15
`./bertrend/bertrend_apps/config/feeds/decarbonation_feed.toml`	11	7	0	18
`./bertrend/bertrend_apps/config/feeds/feed_deep_research_example.toml`	9	0	0	9
`./bertrend/bertrend_apps/config/feeds/nlp_feed.toml`	11	7	0	18
`./bertrend/bertrend_apps/config/newsletters/nlp_newsletter_from_last.toml`	21	14	3	38
`./bertrend/bertrend_apps/config/newsletters/rte_newsletter_from_last.toml`	21	14	3	38
`./bertrend/bertrend_apps/config/newsletters/llm_en_newsletter_from_last.toml`	21	14	3	38
`./bertrend/bertrend_apps/config/newsletters/llm_newsletter_from_last.toml`	21	14	4	39
`./bertrend/bertrend_apps/config/newsletters/arxiv_newsletter_from_last.toml`	21	14	4	39
`./bertrend/bertrend_apps/config/newsletters/decarbonation_newsletter_from_last.toml`	21	14	3	38

▶ YAML

152

170

File ↕	Code ↕	Comments ↕	Blanks ↕	Total ↕
`./docker-compose.yml`	90	12	1	103
`./bertrend/services/scheduling/docker-compose.yml`	47	3	2	52
`./bertrend/bertrend_apps/services/queue_management/docker-compose-rabbitmq.yml`	15	0	0	15

▶ Shell

122

106

271

File ↕	Code ↕	Comments ↕	Blanks ↕	Total ↕
`./run_compose_script.sh`	9	10	6	25
`./check_opened_files.sh`	6	7	2	15
`./bertrend/services/scheduling/start_docker_scheduling_service.sh`	4	9	3	16
`./bertrend/demos/start_summarizer_app.sh`	1	7	1	9
`./bertrend/demos/start_weak_signals_app.sh`	19	12	5	36
`./bertrend/demos/start_topic_analysis_app.sh`	19	12	5	36
`./bertrend/bertrend_apps/services/queue_management/start_rabbitmq.sh`	1	6	1	8
`./bertrend/bertrend_apps/exploration/start_apps.sh`	19	12	5	36
`./bertrend/bertrend_apps/exploration/stop_apps.sh`	2	7	2	11
`./bertrend/bertrend_apps/exploration/curebot/start_newsletter_generator.sh`	3	7	3	13
`./bertrend/bertrend_apps/prospective_demo/start_demo.sh`	19	11	5	35
`./run_demos.sh`	20	6	5	31

▶ Python

281

34618

3447

6560

44625

File ↕	Code ↕	Comments ↕	Blanks ↕	Total ↕
`./bertrend/BERTopicModel.py`	266	23	30	319
`./bertrend/services/authentication.py`	49	9	8	66
`./bertrend/services/embedding_service.py`	339	11	34	384
`./bertrend/services/summarizer.py`	35	4	6	45
`./bertrend/services/summary_server/start.py`	10	4	4	18
`./bertrend/services/summary_server/routers/summarize.py`	65	4	18	87
`./bertrend/services/summary_server/routers/__init__.py`	0	4	0	4
`./bertrend/services/summary_server/routers/info.py`	27	4	9	40
`./bertrend/services/summary_server/models.py`	19	4	7	30
`./bertrend/services/summary_server/__init__.py`	0	4	0	4
`./bertrend/services/summary_server/config/__init__.py`	0	4	0	4
`./bertrend/services/summary_server/config/settings.py`	21	4	7	32
`./bertrend/services/summary_server/main.py`	5	4	3	12
`./bertrend/services/scheduling/routers/scheduling.py`	511	43	87	641
`./bertrend/services/scheduling/routers/info.py`	10	4	6	20
`./bertrend/services/scheduling/job_utils/__init__.py`	0	4	0	4
`./bertrend/services/scheduling/job_utils/job_functions.py`	38	8	7	53
`./bertrend/services/scheduling/__init__.py`	0	4	0	4
`./bertrend/services/scheduling/models/__init__.py`	0	4	0	4
`./bertrend/services/scheduling/models/scheduling_models.py`	104	9	24	137
`./bertrend/services/scheduling/scheduling_service.py`	15	4	4	23
`./bertrend/services/scheduling/dashboard_scheduling.py`	227	19	38	284
`./bertrend/services/__init__.py`	0	4	0	4
`./bertrend/services/article_scoring_server/start.py`	10	4	4	18
`./bertrend/services/article_scoring_server/routers/__init__.py`	0	4	0	4
`./bertrend/services/article_scoring_server/routers/info.py`	9	4	6	19
`./bertrend/services/article_scoring_server/routers/scoring.py`	32	4	7	43
`./bertrend/services/article_scoring_server/models.py`	10	4	7	21
`./bertrend/services/article_scoring_server/__init__.py`	0	4	0	4
`./bertrend/services/article_scoring_server/config/__init__.py`	0	4	0	4
`./bertrend/services/article_scoring_server/config/settings.py`	21	4	7	32
`./bertrend/services/article_scoring_server/scoring_service.py`	5	4	3	12
`./bertrend/services/summary_client.py`	58	4	8	70
`./bertrend/services/embedding_client.py`	124	17	20	161
`./bertrend/services/summary/lexrank.py`	81	5	40	126
`./bertrend/services/summary/chatgpt_summarizer.py`	45	6	8	59
`./bertrend/services/summary/extractive_summarizer.py`	289	31	48	368
`./bertrend/services/summary/__init__.py`	0	4	0	4
`./bertrend/services/summary/prompts.py`	31	8	3	42
`./bertrend/services/summary/abstractive_summarizer.py`	47	8	18	73
`./bertrend/services/embedding_server/start.py`	14	9	6	29
`./bertrend/services/embedding_server/routers/authentication.py`	32	4	9	45
`./bertrend/services/embedding_server/routers/__init__.py`	0	4	0	4
`./bertrend/services/embedding_server/routers/embeddings.py`	24	7	8	39
`./bertrend/services/embedding_server/routers/info.py`	13	5	11	29
`./bertrend/services/embedding_server/models.py`	4	5	3	12
`./bertrend/services/embedding_server/__init__.py`	0	4	0	4
`./bertrend/services/embedding_server/config/settings.py`	23	5	7	35
`./bertrend/services/embedding_server/stop.py`	4	6	4	14
`./bertrend/services/embedding_server/security.py`	283	34	58	375
`./bertrend/services/embedding_server/main.py`	6	4	3	13
`./bertrend/services/embedding_server/status.py`	16	8	7	31
`./bertrend/__init__.py`	54	14	18	86
`./bertrend/demos/demos_utils/icons.py`	47	4	2	53
`./bertrend/demos/demos_utils/data_loading_component.py`	273	22	29	324
`./bertrend/demos/demos_utils/__init__.py`	7	4	2	13
`./bertrend/demos/demos_utils/state_utils.py`	67	8	23	98
`./bertrend/demos/demos_utils/embed_documents_component.py`	42	5	8	55
`./bertrend/demos/demos_utils/i18n.py`	74	8	19	101
`./bertrend/demos/demos_utils/parameters_component.py`	120	19	21	160
`./bertrend/demos/demos_utils/i18n_translations.py`	146	5	1	152
`./bertrend/demos/streamlit_components/__init__.py`	0	0	0	0
`./bertrend/demos/streamlit_components/input_with_pills_component.py`	76	7	19	102
`./bertrend/demos/streamlit_components/clickable_df_component.py`	28	7	4	39
`./bertrend/demos/__init__.py`	0	4	0	4
`./bertrend/demos/weak_signals/visualizations_utils.py`	336	22	50	408
`./bertrend/demos/weak_signals/app.py`	395	40	75	510
`./bertrend/demos/weak_signals/__init__.py`	0	4	0	4
`./bertrend/demos/weak_signals/i18n_translations.py`	280	6	1	287
`./bertrend/demos/topic_analysis/app.py`	69	8	17	94
`./bertrend/demos/topic_analysis/__init__.py`	0	4	0	4
`./bertrend/demos/topic_analysis/app_utils.py`	55	5	9	69
`./bertrend/demos/topic_analysis/demo_pages/temporal_visualizations.py`	481	25	75	581
`./bertrend/demos/topic_analysis/demo_pages/newsletters_generation.py`	160	12	21	193
`./bertrend/demos/topic_analysis/demo_pages/__init__.py`	0	4	0	4
`./bertrend/demos/topic_analysis/demo_pages/explore_topics.py`	356	21	74	451
`./bertrend/demos/topic_analysis/demo_pages/training_page.py`	165	16	31	212
`./bertrend/demos/topic_analysis/demo_pages/topic_visualizations.py`	216	17	47	280
`./bertrend/demos/topic_analysis/i18n_translations.py`	344	14	0	358
`./bertrend/demos/summarization/summarizer_app.py`	79	4	19	102
`./bertrend/demos/summarization/__init__.py`	0	4	0	4
`./bertrend/llm_utils/newsletter_model.py`	30	4	11	45
`./bertrend/llm_utils/newsletter_features.py`	243	31	43	317
`./bertrend/llm_utils/openai_client.py`	200	14	25	239
`./bertrend/llm_utils/__init__.py`	0	4	0	4
`./bertrend/llm_utils/prompts.py`	121	9	8	138
`./bertrend/llm_utils/agent_utils.py`	321	30	54	405
`./bertrend/config/parameters.py`	61	15	16	92
`./bertrend/utils/data_loading.py`	299	19	55	373
`./bertrend/utils/cache_utils.py`	17	5	8	30
`./bertrend/utils/__init__.py`	18	7	7	32
`./bertrend/utils/config_utils.py`	33	7	6	46
`./bertrend/bertrend_apps/services/queue_monitor/app.py`	607	68	103	778
`./bertrend/bertrend_apps/services/queue_monitor/__init__.py`	0	4	1	5
`./bertrend/bertrend_apps/services/__init__.py`	0	4	0	4
`./bertrend/bertrend_apps/services/utils/logging_utils.py`	25	5	4	34
`./bertrend/bertrend_apps/services/utils/__init__.py`	0	4	0	4
`./bertrend/bertrend_apps/services/bertrend/start.py`	10	6	4	20
`./bertrend/bertrend_apps/services/bertrend/routers/__init__.py`	0	4	0	4
`./bertrend/bertrend_apps/services/bertrend/routers/newsletters.py`	55	5	11	71
`./bertrend/bertrend_apps/services/bertrend/routers/bertrend_app.py`	102	4	18	124
`./bertrend/bertrend_apps/services/bertrend/routers/data_provider.py`	147	7	23	177
`./bertrend/bertrend_apps/services/bertrend/routers/info.py`	15	5	9	29
`./bertrend/bertrend_apps/services/bertrend/__init__.py`	0	4	1	5
`./bertrend/bertrend_apps/services/bertrend/bertrend_service.py`	12	4	3	19
`./bertrend/bertrend_apps/services/bertrend/models/newsletters_models.py`	9	4	3	16
`./bertrend/bertrend_apps/services/bertrend/models/bertrend_app_models.py`	35	4	16	55
`./bertrend/bertrend_apps/services/bertrend/models/__init__.py`	0	4	0	4
`./bertrend/bertrend_apps/services/bertrend/models/data_provider_models.py`	51	4	13	68
`./bertrend/bertrend_apps/services/bertrend/config/__init__.py`	0	4	1	5
`./bertrend/bertrend_apps/services/bertrend/config/settings.py`	21	5	7	33
`./bertrend/bertrend_apps/services/bertrend/stop.py`	4	6	4	14
`./bertrend/bertrend_apps/services/bertrend/status.py`	16	8	7	31
`./bertrend/bertrend_apps/services/queue_management/bertrend_worker.py`	320	27	55	402
`./bertrend/bertrend_apps/services/queue_management/rabbitmq_config.py`	26	8	9	43
`./bertrend/bertrend_apps/services/queue_management/__init__.py`	0	4	1	5
`./bertrend/bertrend_apps/services/queue_management/queue_manager.py`	193	16	48	257
`./bertrend/bertrend_apps/services/queue_management/client.py`	292	7	38	337
`./bertrend/bertrend_apps/data_provider/arxiv_provider.py`	133	13	23	169
`./bertrend/bertrend_apps/data_provider/__init__.py`	4	4	2	10
`./bertrend/bertrend_apps/data_provider/__main__.py`	157	6	10	173
`./bertrend/bertrend_apps/data_provider/rss_feed_provider.py`	84	12	11	107
`./bertrend/bertrend_apps/data_provider/newscatcher_provider.py`	65	5	11	81
`./bertrend/bertrend_apps/data_provider/deep_research_provider.py`	404	41	56	501
`./bertrend/bertrend_apps/data_provider/data_provider.py`	238	19	31	288
`./bertrend/bertrend_apps/data_provider/data_provider_utils.py`	160	5	16	181
`./bertrend/bertrend_apps/data_provider/bing_news_provider.py`	64	6	12	82
`./bertrend/bertrend_apps/data_provider/atom_feed_provider.py`	84	10	11	105
`./bertrend/bertrend_apps/data_provider/google_news_provider.py`	74	6	14	94
`./bertrend/bertrend_apps/data_provider/utils.py`	122	9	33	164
`./bertrend/bertrend_apps/__init__.py`	21	8	12	41
`./bertrend/bertrend_apps/exploration/__init__.py`	0	4	0	4
`./bertrend/bertrend_apps/exploration/curebot/tabs/tab2.py`	65	17	18	100
`./bertrend/bertrend_apps/exploration/curebot/tabs/tab3.py`	96	18	20	134
`./bertrend/bertrend_apps/exploration/curebot/tabs/__init__.py`	0	4	1	5
`./bertrend/bertrend_apps/exploration/curebot/tabs/tab1.py`	106	24	25	155
`./bertrend/bertrend_apps/exploration/curebot/app.py`	32	9	9	50
`./bertrend/bertrend_apps/exploration/curebot/__init__.py`	0	4	0	4
`./bertrend/bertrend_apps/exploration/curebot/prompts.py`	23	4	2	29
`./bertrend/bertrend_apps/exploration/curebot/app_utils.py`	251	36	55	342
`./bertrend/bertrend_apps/exploration/geoviz/app.py`	124	20	30	174
`./bertrend/bertrend_apps/exploration/geoviz/backend.py`	137	16	37	190
`./bertrend/bertrend_apps/exploration/geoviz/__init__.py`	0	4	0	4
`./bertrend/bertrend_apps/install_feeds_and_newsletters.py`	19	6	5	30
`./bertrend/bertrend_apps/prospective_demo/automated_report_generation.py`	304	29	48	381
`./bertrend/bertrend_apps/prospective_demo/authentication.py`	44	7	18	69
`./bertrend/bertrend_apps/prospective_demo/dashboard_common.py`	60	6	12	78
`./bertrend/bertrend_apps/prospective_demo/app.py`	143	10	25	178
`./bertrend/bertrend_apps/prospective_demo/feeds_data.py`	106	13	24	143
`./bertrend/bertrend_apps/prospective_demo/feeds_common.py`	26	4	8	38
`./bertrend/bertrend_apps/prospective_demo/process_new_data.py`	400	44	78	522
`./bertrend/bertrend_apps/prospective_demo/__init__.py`	54	9	15	78
`./bertrend/bertrend_apps/prospective_demo/models_info.py`	437	28	54	519
`./bertrend/bertrend_apps/prospective_demo/data_model.py`	9	4	6	19
`./bertrend/bertrend_apps/prospective_demo/llm_utils.py`	23	5	6	34
`./bertrend/bertrend_apps/prospective_demo/dashboard_signals.py`	203	12	17	232
`./bertrend/bertrend_apps/prospective_demo/i18n.py`	28	5	6	39
`./bertrend/bertrend_apps/prospective_demo/feeds_config.py`	331	14	39	384
`./bertrend/bertrend_apps/prospective_demo/dashboard_analysis.py`	115	11	15	141
`./bertrend/bertrend_apps/prospective_demo/perf_utils.py`	15	6	2	23
`./bertrend/bertrend_apps/prospective_demo/dashboard_comparative.py`	602	52	100	754
`./bertrend/bertrend_apps/prospective_demo/report_generation.py`	234	14	37	285
`./bertrend/bertrend_apps/prospective_demo/i18n_translations.py`	588	36	0	624
`./bertrend/bertrend_apps/prospective_demo/report_generation_utils.py`	29	6	10	45
`./bertrend/bertrend_apps/prospective_demo/utils.py`	5	4	2	11
`./bertrend/bertrend_apps/newsletters/newsletter_generation.py`	151	18	22	191
`./bertrend/bertrend_apps/newsletters/__init__.py`	0	4	0	4
`./bertrend/bertrend_apps/newsletters/__main__.py`	33	6	7	46
`./bertrend/bertrend_apps/newsletters/utils.py`	60	10	14	84
`./bertrend/bertrend_apps/common/date_utils.py`	10	9	6	25
`./bertrend/bertrend_apps/common/scheduler_utils.py`	113	11	24	148
`./bertrend/bertrend_apps/common/mail_utils.py`	93	22	19	134
`./bertrend/bertrend_apps/common/apscheduler_utils.py`	398	29	37	464
`./bertrend/bertrend_apps/common/__init__.py`	0	4	0	4
`./bertrend/bertrend_apps/common/crontab_utils.py`	164	10	25	199
`./bertrend/tests/test_integration.py`	315	49	71	435
`./bertrend/tests/core/test_trend_analysis_visualizations.py`	218	33	57	308
`./bertrend/tests/core/test_bertrend.py`	800	124	166	1090
`./bertrend/tests/core/test_data_structure.py`	31	9	13	53
`./bertrend/tests/core/__init__.py`	0	4	0	4
`./bertrend/tests/core/test_trend_analysis_data_structure.py`	135	7	32	174
`./bertrend/tests/core/test_temporal_metrics_embedding.py`	830	76	148	1054
`./bertrend/tests/core/test_topic_model.py`	247	7	30	284
`./bertrend/tests/core/test_topic_metrics.py`	165	27	43	235
`./bertrend/tests/core/test_representative_docs.py`	80	17	29	126
`./bertrend/tests/core/test_trend_analysis_prompts.py`	163	25	38	226
`./bertrend/tests/core/test_visualizations.py`	230	30	46	306
`./bertrend/tests/core/test_trend_analysis_weak_signals.py`	467	45	85	597
`./bertrend/tests/core/test_topic_description.py`	113	18	29	160
`./bertrend/tests/services/queue/test_queue_manager.py`	114	5	33	152
`./bertrend/tests/services/queue/test_client.py`	67	7	29	103
`./bertrend/tests/services/queue/__init__.py`	0	4	0	4
`./bertrend/tests/services/queue/test_bertrend_worker.py`	115	17	44	176
`./bertrend/tests/services/scheduling/test_scheduling_service.py`	193	15	50	258
`./bertrend/tests/services/scheduling/__init__.py`	0	4	0	4
`./bertrend/tests/services/scheduling/test_stress_test.py`	238	10	60	308
`./bertrend/tests/services/scheduling/test_job_exception_fix.py`	43	11	18	72
`./bertrend/tests/services/__init__.py`	0	4	0	4
`./bertrend/tests/services/summarizer/test_summarizer.py`	80	11	25	116
`./bertrend/tests/services/summarizer/__init__.py`	0	4	0	4
`./bertrend/tests/services/summarizer/test_abstractive_summarizer.py`	95	20	33	148
`./bertrend/tests/services/summarizer/test_chatgpt_summarizer.py`	95	21	35	151
`./bertrend/tests/services/summarizer/test_extractive_summarizer.py`	177	32	49	258
`./bertrend/tests/services/embedding/__init__.py`	0	4	0	4
`./bertrend/tests/services/embedding/test_embedding_client.py`	426	40	88	554
`./bertrend/tests/services/bertrend/test_routers_newsletters.py`	87	4	24	115
`./bertrend/tests/services/bertrend/test_routers_info.py`	23	5	11	39
`./bertrend/tests/services/bertrend/__init__.py`	0	4	1	5
`./bertrend/tests/services/bertrend/test_bertrend_service.py`	298	31	51	380
`./bertrend/tests/services/bertrend/test_routers_bertrend_app.py`	281	15	43	339
`./bertrend/tests/services/bertrend/test_models.py`	160	4	26	190
`./bertrend/tests/services/article_scoring/__init__.py`	0	4	0	4
`./bertrend/tests/services/article_scoring/test_article_scoring_server.py`	62	4	18	84
`./bertrend/tests/services/summary/test_summary_client.py`	131	8	43	182
`./bertrend/tests/services/summary/test_summary_server.py`	167	13	50	230
`./bertrend/tests/services/summary/__init__.py`	0	4	0	4
`./bertrend/tests/services/summary/test_summary_config.py`	32	4	8	44
`./bertrend/tests/services/queue_management/test_queue_manager.py`	90	20	36	146
`./bertrend/tests/services/queue_management/__init__.py`	0	4	0	4
`./bertrend/tests/services/queue_management/test_bertrend_worker.py`	199	31	64	294
`./bertrend/tests/services/embedding_server/__init__.py`	0	4	0	4
`./bertrend/tests/services/embedding_server/test_security.py`	277	17	78	372
`./bertrend/tests/services/embedding_server/test_routers.py`	262	16	59	337
`./bertrend/tests/services/embedding_server/test_settings.py`	41	4	9	54
`./bertrend/tests/services/embedding_server/test_models.py`	21	4	10	35
`./bertrend/tests/data_provider/test_rss_atom_provider.py`	49	5	19	73
`./bertrend/tests/data_provider/test_newscatcher_provider.py`	36	4	14	54
`./bertrend/tests/data_provider/test_google_news_provider.py`	35	4	13	52
`./bertrend/tests/data_provider/test_deep_research_provider.py`	382	24	82	488
`./bertrend/tests/data_provider/test_data_provider_utils.py`	72	4	23	99
`./bertrend/tests/data_provider/test_arxiv_provider.py`	37	4	18	59
`./bertrend/tests/data_provider/__init__.py`	0	4	0	4
`./bertrend/tests/data_provider/test_data_provider_base.py`	103	7	38	148
`./bertrend/tests/data_provider/test_deep_research_live.py`	62	5	14	81
`./bertrend/tests/data_provider/test_bing_news_provider.py`	29	4	13	46
`./bertrend/tests/__init__.py`	0	4	0	4
`./bertrend/tests/demos/__init__.py`	0	4	0	4
`./bertrend/tests/demos/summarization/__init__.py`	0	4	0	4
`./bertrend/tests/demos/summarization/test_summarizer_app.py`	228	21	71	320
`./bertrend/tests/apps/__init__.py`	0	4	0	4
`./bertrend/tests/apps/test_process_new_data.py`	550	56	113	719
`./bertrend/tests/utils/test_mail_utils.py`	280	13	61	354
`./bertrend/tests/utils/test_config_utils.py`	37	5	13	55
`./bertrend/tests/utils/test_multiworker.py`	37	8	12	57
`./bertrend/tests/utils/__init__.py`	0	4	0	4
`./bertrend/tests/utils/test_utils_init.py`	33	21	18	72
`./bertrend/tests/utils/test_lazy_scheduler.py`	44	10	17	71
`./bertrend/tests/utils/test_scheduler_utils.py`	143	29	48	220
`./bertrend/tests/utils/test_data_loading.py`	239	38	49	326
`./bertrend/tests/utils/test_cache_utils.py`	61	24	26	111
`./bertrend/tests/utils/test_crontab_utils.py`	391	5	83	479
`./bertrend/tests/utils/test_date_utils.py`	121	7	41	169
`./bertrend/tests/utils/test_apscheduler_utils.py`	538	12	151	701
`./bertrend/tests/conftest.py`	3	4	2	9
`./bertrend/tests/test_installation.py`	77	5	20	102
`./bertrend/tests/llm/test_newsletter_features.py`	510	41	80	631
`./bertrend/tests/llm/__init__.py`	0	4	0	4
`./bertrend/tests/llm/test_agent_utils.py`	349	20	86	455
`./bertrend/tests/llm/test_newsletter_model.py`	308	24	73	405
`./bertrend/tests/llm/test_article_scoring_models.py`	315	19	56	390
`./bertrend/tests/llm/test_article_scoring.py`	459	16	74	549
`./bertrend/tests/llm/test_openai_client.py`	210	10	44	264
`./bertrend/topic_analysis/visualizations.py`	262	8	46	316
`./bertrend/topic_analysis/topic_description.py`	52	6	8	66
`./bertrend/topic_analysis/__init__.py`	0	4	0	4
`./bertrend/topic_analysis/representative_docs.py`	45	9	4	58
`./bertrend/topic_analysis/prompts.py`	69	4	3	76
`./bertrend/topic_analysis/data_structure.py`	4	6	3	13
`./bertrend/article_scoring/article_scoring.py`	275	8	43	326
`./bertrend/article_scoring/__init__.py`	0	4	0	4
`./bertrend/article_scoring/prompts.py`	138	4	1	143
`./bertrend/article_scoring/scoring_agent.py`	40	7	11	58
`./bertrend/trend_analysis/visualizations.py`	479	50	73	602
`./bertrend/trend_analysis/__init__.py`	0	4	0	4
`./bertrend/trend_analysis/prompts.py`	278	10	19	307
`./bertrend/trend_analysis/weak_signals.py`	350	19	56	425
`./bertrend/trend_analysis/data_structure.py`	43	13	22	78
`./bertrend/metrics/__init__.py`	0	4	0	4
`./bertrend/metrics/topic_metrics.py`	164	13	22	199
`./bertrend/metrics/temporal_metrics_embedding.py`	726	33	101	860
`./bertrend/BERTrend.py`	1071	49	110	1230

▶ Markdown

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1731

5466

File ↕	Comments ↕	Blanks ↕	Total ↕
`./CHANGELOG.md`	142	101	243
`./LICENSE.md`	293	80	373
`./docs/concurrency.md`	64	33	97
`./docs/services/summary_service.md`	31	17	48
`./docs/services/architecture.md`	183	39	222
`./docs/services/embedding_service.md`	37	18	55
`./docs/services/bertrend_api_service.md`	25	13	38
`./docs/services/scheduler_configuration.md`	74	55	129
`./docs/services/article_scoring_service.md`	31	17	48
`./docs/services/queue_architecture.md`	87	24	111
`./docs/services/scheduling_service.md`	162	77	239
`./docs/newsletters.md`	27	17	44
`./docs/demos/topic_analysis_demo.md`	91	40	131
`./docs/demos/prospective_demo.md`	126	68	194
`./docs/demos/weak_signals_demo.md`	87	37	124
`./docs/demos/prospective_demo_architecture.md`	68	14	82
`./docs/demos/demos.md`	66	35	101
`./docs/article_scoring.md`	151	78	229
`./docs/data_provider.md`	130	66	196
`./docs/flows.md`	176	36	212
`./docs/automated_report_generation.md`	161	71	232
`./docs/code_dependencies.md`	66	14	80
`./docs/docker.md`	95	51	146
`./docs/process_new_data_outputs.md`	139	56	195
`./docs/mail_configuration.md`	88	52	140
`./docs/api/metrics.md`	45	36	81
`./docs/api/data_providers.md`	92	54	146
`./docs/api/article_scoring.md`	68	37	105
`./docs/api/llm_utils.md`	69	50	119
`./docs/api/trend_analysis.md`	56	36	92
`./docs/api/services.md`	134	62	196
`./docs/api/core_library.md`	110	59	169
`./docs/api/topic_analysis.md`	46	38	84
`./docs/api/README.md`	19	11	30
`./bertrend/services/scheduling/Docker_setup.md`	102	64	166
`./bertrend/services/embedding_server/README.md`	11	6	17
`./bertrend/tests/README_integration_tests.md`	37	22	59
`./AGENTS.md`	67	15	82
`./README.md`	279	132	411

▶ Dockerfile

File ↕	Code ↕	Comments ↕	Blanks ↕	Total ↕
`./Dockerfile`	32	18	10	60
`./bertrend/services/scheduling/Dockerfile`	13	8	8	29

▶ Plain Text

File ↕	Comments ↕	Blanks ↕	Total ↕
`./copyright.txt`	4	0	4
`./bertrend/services/scheduling/requirements.txt`	7	0	7
`./bertrend/services/embedding_server/requirements.txt`	10	0	10
`./AUTHORS.txt`	12	3	15

▶ Jupyter Notebooks

188

260

File ↕	Code ↕	Comments ↕	Blanks ↕	Total ↕
`./bertrend/bertrend_apps/exploration/curebot/import_extraction_article.ipynb`	0	0	0	0
`./getting_started/bertrend_quickstart.ipynb`	188	44	28	260

Total 376 36626 7631 8490 52747

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