{"schema_version":"onlylabs.public_signal.v1","title":"Databricks (DBRX) Release: databricks/tensorframes v0.2.9","description":"Databricks (DBRX) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/cd02be62-663b-42c9-9bbd-f8099c5e0f9f","json_url":"https://onlylabs.fyi/signals/cd02be62-663b-42c9-9bbd-f8099c5e0f9f/signal.json","generated_at":"2026-06-11T03:37:56.41843+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/cd02be62-663b-42c9-9bbd-f8099c5e0f9f","signal_json":"https://onlylabs.fyi/signals/cd02be62-663b-42c9-9bbd-f8099c5e0f9f/signal.json","source":"https://github.com/databricks/tensorframes/releases/tag/v0.2.9","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":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Databricks (DBRX) published databricks/tensorframes v0.2.9 (databricks/tensorframes). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Release 0.2.9 Repository: databricks/tensorframes Tag: v0.2.9 Published: 2017-09-13T20:38:01Z Prerelease: no Release notes: This is the final release for 0.2.9. Notable.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/databricks/tensorframes/releases/tag/v0.2.9","source_host":"github.com","occurred_at":"2017-09-13T20:38:01+00:00","first_seen_at":"2026-06-06T01:50:05.877387+00:00","date_source":"source","context":"databricks/tensorframes"},"context_markers":[{"label":"Lab","value":"Databricks (DBRX)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"databricks/tensorframes","source":"source"},{"label":"Release","value":"Release 0.2.9","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/tensorframes/releases/tag/v0.2.9"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:37:56.41843+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/cd02be62-663b-42c9-9bbd-f8099c5e0f9f/signal.json","dossier_json":"https://onlylabs.fyi/labs/databricks/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/databricks/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neocloud","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/cd02be62-663b-42c9-9bbd-f8099c5e0f9f/signal.json","required":true},{"label":"source","url":"https://github.com/databricks/tensorframes/releases/tag/v0.2.9","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":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","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 release signal \"databricks/tensorframes v0.2.9\" for neocloud strategy."},"semantic_triples":[{"subject":"Databricks (DBRX)","predicate":"released","object":"databricks/tensorframes v0.2.9","text":"Databricks (DBRX) released databricks/tensorframes v0.2.9."},{"subject":"databricks/tensorframes v0.2.9","predicate":"is classified as","object":"release signal","text":"databricks/tensorframes v0.2.9 is classified as release signal."},{"subject":"databricks/tensorframes v0.2.9","predicate":"belongs to","object":"releases desk","text":"databricks/tensorframes v0.2.9 belongs to releases desk."},{"subject":"databricks/tensorframes v0.2.9","predicate":"has context","object":"databricks/tensorframes","text":"databricks/tensorframes v0.2.9 has context databricks/tensorframes."},{"subject":"databricks/tensorframes v0.2.9","predicate":"has evidence coverage","object":"1 captured evidence page","text":"databricks/tensorframes v0.2.9 has evidence coverage 1 captured evidence page."},{"subject":"databricks/tensorframes v0.2.9","predicate":"has captured page count","object":"1","text":"databricks/tensorframes v0.2.9 has captured page count 1."},{"subject":"databricks/tensorframes v0.2.9","predicate":"has readable page count","object":"1","text":"databricks/tensorframes v0.2.9 has readable page count 1."},{"subject":"databricks/tensorframes v0.2.9","predicate":"has related signal count","object":"6","text":"databricks/tensorframes v0.2.9 has related signal count 6."},{"subject":"databricks/tensorframes v0.2.9","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"databricks/tensorframes v0.2.9 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"databricks/tensorframes v0.2.9","predicate":"has source host","object":"github.com","text":"databricks/tensorframes v0.2.9 has source host github.com."},{"subject":"databricks/tensorframes v0.2.9","predicate":"has lab","object":"Databricks (DBRX)","text":"databricks/tensorframes v0.2.9 has lab Databricks (DBRX)."},{"subject":"databricks/tensorframes v0.2.9","predicate":"has signal desk","object":"releases","text":"databricks/tensorframes v0.2.9 has signal desk releases."},{"subject":"databricks/tensorframes v0.2.9","predicate":"has source host","object":"github.com","text":"databricks/tensorframes v0.2.9 has source host github.com."},{"subject":"databricks/tensorframes v0.2.9","predicate":"has repository","object":"databricks/tensorframes","text":"databricks/tensorframes v0.2.9 has repository databricks/tensorframes."},{"subject":"databricks/tensorframes v0.2.9","predicate":"has release","object":"Release 0.2.9","text":"databricks/tensorframes v0.2.9 has release Release 0.2.9."}]},"intelligence":{"signal_desk":"releases","answer":"Databricks (DBRX) published databricks/tensorframes v0.2.9 (databricks/tensorframes). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Release 0.2.9 Repository: databricks/tensorframes Tag: v0.2.9 Published: 2017-09-13T20:38:01Z Prerelease: no Release notes: This is the final release for 0.2.9. Notable.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Databricks (DBRX)","predicate":"released","object":"databricks/tensorframes v0.2.9","text":"Databricks (DBRX) released databricks/tensorframes v0.2.9."},{"subject":"databricks/tensorframes v0.2.9","predicate":"is classified as","object":"release signal","text":"databricks/tensorframes v0.2.9 is classified as release signal."},{"subject":"databricks/tensorframes v0.2.9","predicate":"belongs to","object":"releases desk","text":"databricks/tensorframes v0.2.9 belongs to releases desk."},{"subject":"databricks/tensorframes v0.2.9","predicate":"has context","object":"databricks/tensorframes","text":"databricks/tensorframes v0.2.9 has context databricks/tensorframes."},{"subject":"databricks/tensorframes v0.2.9","predicate":"has evidence coverage","object":"1 captured evidence page","text":"databricks/tensorframes v0.2.9 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"cd02be62-663b-42c9-9bbd-f8099c5e0f9f","url":"https://onlylabs.fyi/signals/cd02be62-663b-42c9-9bbd-f8099c5e0f9f","json_url":"https://onlylabs.fyi/signals/cd02be62-663b-42c9-9bbd-f8099c5e0f9f/signal.json","source_url":"https://github.com/databricks/tensorframes/releases/tag/v0.2.9","title":"databricks/tensorframes v0.2.9","summary":"Databricks (DBRX) published release notes. onlylabs watches releases for what actually shipped.","context":"databricks/tensorframes","kind":{"key":"release","label":"Release"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2017-09-13T20:38:01+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/tensorframes/releases/tag/v0.2.9"]},"facets":{"repo":"databricks/tensorframes"},"traction":{"github_stars":null,"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/tensorframes/releases/tag/v0.2.9","final_url":"https://github.com/databricks/tensorframes/releases/tag/v0.2.9","title":"databricks/tensorframes v0.2.9","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:37:56.41843+00:00","bytes":2536,"raw_path":"926b58f7ddd21e56b7a562e3c1785c1161768c0d9f88f80d624d0d1ed2b97bb2.json","content_hash":"56bd71d4453b56d2dfb63ccd0e895ecd1b1831e2f7ddfb392397c9b7919fef76","excerpt_chars":1200,"truncated":false,"excerpt":"Release 0.2.9 Repository: databricks/tensorframes Tag: v0.2.9 Published: 2017-09-13T20:38:01Z Prerelease: no Release notes: This is the final release for 0.2.9. Notable changes since 0.2.8: * Upgrades tensorflow dependency from version 1.1.0 to 1.3.0 * `map_blocks`, `map_row` APIs now accept Pandas DataFrames as input * Adds support for tensorflow variables. Note that these variables cannot be shared between the worker nodes."},"evidence_pages":[{"url":"https://github.com/databricks/tensorframes/releases/tag/v0.2.9","final_url":"https://github.com/databricks/tensorframes/releases/tag/v0.2.9","title":"databricks/tensorframes v0.2.9","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:37:56.41843+00:00","bytes":2536,"raw_path":"926b58f7ddd21e56b7a562e3c1785c1161768c0d9f88f80d624d0d1ed2b97bb2.json","content_hash":"56bd71d4453b56d2dfb63ccd0e895ecd1b1831e2f7ddfb392397c9b7919fef76","excerpt_chars":1200,"truncated":false,"excerpt":"Release 0.2.9 Repository: databricks/tensorframes Tag: v0.2.9 Published: 2017-09-13T20:38:01Z Prerelease: no Release notes: This is the final release for 0.2.9. Notable changes since 0.2.8: * Upgrades tensorflow dependency from version 1.1.0 to 1.3.0 * `map_blocks`, `map_row` APIs now accept Pandas DataFrames as input * Adds support for tensorflow variables. Note that these variables cannot be shared between the worker nodes."}],"related_signals":[{"id":"d1f9718c-1cf7-4c27-a50c-cdaeae44289b","url":"https://onlylabs.fyi/signals/d1f9718c-1cf7-4c27-a50c-cdaeae44289b","source_url":"https://github.com/databricks/databricks-sql-python/releases/tag/v4.3.0rc1","title":"databricks/databricks-sql-python v4.3.0rc1","context":"databricks/databricks-sql-python","kind":{"key":"release","label":"Release"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-06-11T05:45:25+00:00","first_seen_at":"2026-06-11T07:01:20.948777+00:00","date_source":"source"},{"id":"10841c29-36ce-417c-ab4e-8ed324e6b18e","url":"https://onlylabs.fyi/signals/10841c29-36ce-417c-ab4e-8ed324e6b18e","source_url":"https://github.com/databricks/dbt-databricks/releases/tag/v1.12.1","title":"databricks/dbt-databricks v1.12.1","context":"databricks/dbt-databricks","kind":{"key":"release","label":"Release"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-06-10T13:49:34+00:00","first_seen_at":"2026-06-11T07:01:20.948777+00:00","date_source":"source"},{"id":"07808253-64b2-480e-8e0c-15f9da2bd6b0","url":"https://onlylabs.fyi/signals/07808253-64b2-480e-8e0c-15f9da2bd6b0","source_url":"https://github.com/databricks/databricks-agent-skills/releases/tag/v0.2.3","title":"databricks/databricks-agent-skills v0.2.3","context":"databricks/databricks-agent-skills","kind":{"key":"release","label":"Release"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-06-10T13:22:47+00:00","first_seen_at":"2026-06-11T07:01:20.948777+00:00","date_source":"source"},{"id":"ae0627d8-f9ac-406e-8e21-dc6a7e26857f","url":"https://onlylabs.fyi/signals/ae0627d8-f9ac-406e-8e21-dc6a7e26857f","source_url":"https://github.com/databricks/databricks-sdk-go/releases/tag/v0.143.0","title":"databricks/databricks-sdk-go v0.143.0","context":"databricks/databricks-sdk-go","kind":{"key":"release","label":"Release"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-06-10T09:26:39+00:00","first_seen_at":"2026-06-11T07:01:20.948777+00:00","date_source":"source"},{"id":"21e81001-7e21-4468-b370-beeb21cf86d4","url":"https://onlylabs.fyi/signals/21e81001-7e21-4468-b370-beeb21cf86d4","source_url":"https://github.com/databricks/databricks-sdk-java/releases/tag/v0.119.0","title":"databricks/databricks-sdk-java v0.119.0","context":"databricks/databricks-sdk-java","kind":{"key":"release","label":"Release"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-06-10T06:17:04+00:00","first_seen_at":"2026-06-10T07:01:28.606143+00:00","date_source":"source"},{"id":"8972489f-a85b-412e-85bd-1a8f13b0f09a","url":"https://onlylabs.fyi/signals/8972489f-a85b-412e-85bd-1a8f13b0f09a","source_url":"https://github.com/databricks/databricks-sdk-py/releases/tag/v0.116.0","title":"databricks/databricks-sdk-py v0.116.0","context":"databricks/databricks-sdk-py","kind":{"key":"release","label":"Release"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-06-10T06:15:04+00:00","first_seen_at":"2026-06-10T07:01:28.606143+00:00","date_source":"source"}]}