{"schema_version":"onlylabs.public_signal.v1","title":"Databricks (DBRX) Repo: databricks/delta-live-tables-notebooks","description":"Databricks (DBRX) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/28531b77-1853-4744-8900-272936e23bda","json_url":"https://onlylabs.fyi/signals/28531b77-1853-4744-8900-272936e23bda/signal.json","generated_at":"2026-06-11T04:07:10.1299+00:00","org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/databricks","dossier_json_url":"https://onlylabs.fyi/labs/databricks/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/28531b77-1853-4744-8900-272936e23bda","signal_json":"https://onlylabs.fyi/signals/28531b77-1853-4744-8900-272936e23bda/signal.json","source":"https://github.com/databricks/delta-live-tables-notebooks","lab_dossier":"https://onlylabs.fyi/labs/databricks","lab_dossier_json":"https://onlylabs.fyi/labs/databricks/dossier.json","analysis":"https://onlylabs.fyi/analysis/databricks","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/databricks/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Databricks (DBRX) published databricks/delta-live-tables-notebooks (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. 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for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/28531b77-1853-4744-8900-272936e23bda/signal.json","required":true},{"label":"source","url":"https://github.com/databricks/delta-live-tables-notebooks","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/databricks/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/databricks/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Databricks (DBRX)'s repo signal \"databricks/delta-live-tables-notebooks\" for neocloud strategy."},"semantic_triples":[{"subject":"Databricks (DBRX)","predicate":"published repo","object":"databricks/delta-live-tables-notebooks","text":"Databricks (DBRX) published repo databricks/delta-live-tables-notebooks."},{"subject":"databricks/delta-live-tables-notebooks","predicate":"is classified as","object":"repo signal","text":"databricks/delta-live-tables-notebooks is classified as repo signal."},{"subject":"databricks/delta-live-tables-notebooks","predicate":"belongs to","object":"repos desk","text":"databricks/delta-live-tables-notebooks belongs to repos desk."},{"subject":"databricks/delta-live-tables-notebooks","predicate":"has context","object":"Python","text":"databricks/delta-live-tables-notebooks has context Python."},{"subject":"databricks/delta-live-tables-notebooks","predicate":"has evidence coverage","object":"1 captured evidence page","text":"databricks/delta-live-tables-notebooks has evidence coverage 1 captured evidence page."},{"subject":"databricks/delta-live-tables-notebooks","predicate":"has captured page count","object":"1","text":"databricks/delta-live-tables-notebooks has captured page count 1."},{"subject":"databricks/delta-live-tables-notebooks","predicate":"has readable page count","object":"1","text":"databricks/delta-live-tables-notebooks has readable page count 1."},{"subject":"databricks/delta-live-tables-notebooks","predicate":"has related signal count","object":"6","text":"databricks/delta-live-tables-notebooks has related signal count 6."},{"subject":"databricks/delta-live-tables-notebooks","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"databricks/delta-live-tables-notebooks has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"databricks/delta-live-tables-notebooks","predicate":"has source host","object":"github.com","text":"databricks/delta-live-tables-notebooks has source host github.com."},{"subject":"databricks/delta-live-tables-notebooks","predicate":"has lab","object":"Databricks (DBRX)","text":"databricks/delta-live-tables-notebooks has lab Databricks (DBRX)."},{"subject":"databricks/delta-live-tables-notebooks","predicate":"has signal desk","object":"repos","text":"databricks/delta-live-tables-notebooks has signal desk repos."},{"subject":"databricks/delta-live-tables-notebooks","predicate":"has source host","object":"github.com","text":"databricks/delta-live-tables-notebooks has source host github.com."},{"subject":"databricks/delta-live-tables-notebooks","predicate":"has repository","object":"databricks/delta-live-tables-notebooks","text":"databricks/delta-live-tables-notebooks has repository databricks/delta-live-tables-notebooks."},{"subject":"databricks/delta-live-tables-notebooks","predicate":"has language","object":"Python","text":"databricks/delta-live-tables-notebooks has language Python."},{"subject":"databricks/delta-live-tables-notebooks","predicate":"has stars","object":"406","text":"databricks/delta-live-tables-notebooks has stars 406."},{"subject":"databricks/delta-live-tables-notebooks","predicate":"has watch term","object":"Data pipeline","text":"databricks/delta-live-tables-notebooks has watch term Data pipeline."}]},"intelligence":{"signal_desk":"repos","answer":"Databricks (DBRX) published databricks/delta-live-tables-notebooks (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo databricks/delta-live-tables-notebooks · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Databricks (DBRX)","predicate":"published repo","object":"databricks/delta-live-tables-notebooks","text":"Databricks (DBRX) published repo databricks/delta-live-tables-notebooks."},{"subject":"databricks/delta-live-tables-notebooks","predicate":"is classified as","object":"repo signal","text":"databricks/delta-live-tables-notebooks is classified as repo signal."},{"subject":"databricks/delta-live-tables-notebooks","predicate":"belongs to","object":"repos desk","text":"databricks/delta-live-tables-notebooks belongs to repos desk."},{"subject":"databricks/delta-live-tables-notebooks","predicate":"has context","object":"Python","text":"databricks/delta-live-tables-notebooks has context Python."},{"subject":"databricks/delta-live-tables-notebooks","predicate":"has evidence coverage","object":"1 captured evidence page","text":"databricks/delta-live-tables-notebooks has evidence coverage 1 captured evidence page."}]},"signal":{"id":"28531b77-1853-4744-8900-272936e23bda","url":"https://onlylabs.fyi/signals/28531b77-1853-4744-8900-272936e23bda","json_url":"https://onlylabs.fyi/signals/28531b77-1853-4744-8900-272936e23bda/signal.json","source_url":"https://github.com/databricks/delta-live-tables-notebooks","title":"databricks/delta-live-tables-notebooks","summary":"Databricks (DBRX) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2021-05-05T16:15:27+00:00","first_seen_at":"2026-06-06T01:50:05.877387+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/databricks/delta-live-tables-notebooks"]},"facets":{"repo":"databricks/delta-live-tables-notebooks","language":"Python"},"traction":{"github_stars":406,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/databricks/delta-live-tables-notebooks","final_url":"https://github.com/databricks/delta-live-tables-notebooks","title":"databricks/delta-live-tables-notebooks repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:07:10.1299+00:00","bytes":11512,"raw_path":"bc1da724101e26f8943e000f9df1bf45a050ed448da0af9a0304d01eb0232369.json","content_hash":"c7e899fd2097a34d0dd147dc29f2d8b299b5ce05fa7a82964350bdd5b3f12a3d","excerpt_chars":1200,"truncated":true,"excerpt":"databricks/delta-live-tables-notebooks Language: Python Stars: 406 Forks: 286 Open issues: 0 Created: 2021-05-05T16:15:27Z Pushed: 2025-09-15T18:51:01Z Default branch: main Fork: no Archived: no README: <h1>Delta Live Tables Example Notebooks</h1> <p align=\"center\"> <img src=\"https://databricks.com/wp-content/uploads/2021/10/logo-color-delta-lake-1.svg\" width=\"200\"/><br> <strong>Delta Live Tables</strong> is a new framework designed to enable customers to successfully declaratively define, deploy, test & upgrade data pipelines and eliminate operational burdens associated with the management of such pipelines. </p> <p align=\"center\"> This repo contains Delta Live Table examples designed to get customers started with building, deploying and running pipelines. </p> Getting Started * Connect your Databricks workspace using the <img src=\"https://databricks.com/wp-content/uploads/2021/05/repos.png\" width=\"140\" style=\" vertical-align:middle\"/> feature to [this repo](https://github.com/databricks/delta-live-tables-notebooks) * Choose one of the examples and create your pipeline! Examples Wikipedia The Wikipedia clickstream sample is a great way to jump start using Delta Live Tables (DLT)...."},"evidence_pages":[{"url":"https://github.com/databricks/delta-live-tables-notebooks","final_url":"https://github.com/databricks/delta-live-tables-notebooks","title":"databricks/delta-live-tables-notebooks repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:07:10.1299+00:00","bytes":11512,"raw_path":"bc1da724101e26f8943e000f9df1bf45a050ed448da0af9a0304d01eb0232369.json","content_hash":"c7e899fd2097a34d0dd147dc29f2d8b299b5ce05fa7a82964350bdd5b3f12a3d","excerpt_chars":1200,"truncated":true,"excerpt":"databricks/delta-live-tables-notebooks Language: Python Stars: 406 Forks: 286 Open issues: 0 Created: 2021-05-05T16:15:27Z Pushed: 2025-09-15T18:51:01Z Default branch: main Fork: no Archived: no README: <h1>Delta Live Tables Example Notebooks</h1> <p align=\"center\"> <img src=\"https://databricks.com/wp-content/uploads/2021/10/logo-color-delta-lake-1.svg\" width=\"200\"/><br> <strong>Delta Live Tables</strong> is a new framework designed to enable customers to successfully declaratively define, deploy, test & upgrade data pipelines and eliminate operational burdens associated with the management of such pipelines. </p> <p align=\"center\"> This repo contains Delta Live Table examples designed to get customers started with building, deploying and running pipelines. </p> Getting Started * Connect your Databricks workspace using the <img src=\"https://databricks.com/wp-content/uploads/2021/05/repos.png\" width=\"140\" style=\" vertical-align:middle\"/> feature to [this repo](https://github.com/databricks/delta-live-tables-notebooks) * Choose one of the examples and create your pipeline! Examples Wikipedia The Wikipedia clickstream sample is a great way to jump start using Delta Live Tables (DLT)...."}],"related_signals":[{"id":"7183a054-3514-4909-91f4-8621a1c0a9c1","url":"https://onlylabs.fyi/signals/7183a054-3514-4909-91f4-8621a1c0a9c1","source_url":"https://github.com/databricks/ucode","title":"databricks/ucode","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-04-17T16:59:59+00:00","first_seen_at":"2026-06-05T22:32:24.372839+00:00","date_source":"source"},{"id":"78b2e0e9-ec8a-4315-8641-75b63a096e58","url":"https://onlylabs.fyi/signals/78b2e0e9-ec8a-4315-8641-75b63a096e58","source_url":"https://github.com/databricks/devhub","title":"databricks/devhub","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-03-12T17:03:51+00:00","first_seen_at":"2026-06-05T22:32:24.372839+00:00","date_source":"source"},{"id":"30c28def-c185-4b79-954c-8da47ac1166a","url":"https://onlylabs.fyi/signals/30c28def-c185-4b79-954c-8da47ac1166a","source_url":"https://github.com/databricks/pilot-commit","title":"databricks/pilot-commit","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-03-09T16:30:06+00:00","first_seen_at":"2026-06-05T22:32:24.372839+00:00","date_source":"source"},{"id":"bd65ce67-c41c-4a77-a54a-1c9c4919c227","url":"https://onlylabs.fyi/signals/bd65ce67-c41c-4a77-a54a-1c9c4919c227","source_url":"https://github.com/databricks/flashoptim","title":"databricks/flashoptim","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-02-23T21:45:25+00:00","first_seen_at":"2026-06-05T22:32:24.372839+00:00","date_source":"source"},{"id":"5755de7d-c221-445e-8082-93032abf62a7","url":"https://onlylabs.fyi/signals/5755de7d-c221-445e-8082-93032abf62a7","source_url":"https://github.com/databricks/databricks-repos-debug","title":"databricks/databricks-repos-debug","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-01-23T21:09:39+00:00","first_seen_at":"2026-06-05T22:32:24.372839+00:00","date_source":"source"},{"id":"fa5fe8f5-afaa-4f71-8cc6-e4f4dae0a195","url":"https://onlylabs.fyi/signals/fa5fe8f5-afaa-4f71-8cc6-e4f4dae0a195","source_url":"https://github.com/databricks/databricks-agent-skills","title":"databricks/databricks-agent-skills","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-01-14T09:51:58+00:00","first_seen_at":"2026-06-05T22:32:24.372839+00:00","date_source":"source"}]}