{"schema_version":"onlylabs.public_signal.v1","title":"Databricks (DBRX) Release: databricks/spark-xml v0.16.0","description":"Databricks (DBRX) release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/7b3035a6-41d1-41e8-9666-a5de67c3d6d4","json_url":"https://onlylabs.fyi/signals/7b3035a6-41d1-41e8-9666-a5de67c3d6d4/signal.json","generated_at":"2026-06-11T03:37:54.173812+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/7b3035a6-41d1-41e8-9666-a5de67c3d6d4","signal_json":"https://onlylabs.fyi/signals/7b3035a6-41d1-41e8-9666-a5de67c3d6d4/signal.json","source":"https://github.com/databricks/spark-xml/releases/tag/v0.16.0","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/spark-xml v0.16.0 (databricks/spark-xml). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Version 0.16.0 Repository: databricks/spark-xml Tag: v0.16.0 Published: 2023-01-05T14:39:40Z Prerelease: no Release notes: - Minor bug fixes - Custom timestamp formats.... 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/spark-xml/releases/tag/v0.16.0","source_host":"github.com","occurred_at":"2023-01-05T14:39:40+00:00","first_seen_at":"2026-06-06T01:50:05.877387+00:00","date_source":"source","context":"databricks/spark-xml"},"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/spark-xml","source":"source"},{"label":"Release","value":"Version 0.16.0","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/spark-xml/releases/tag/v0.16.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:37:54.173812+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/7b3035a6-41d1-41e8-9666-a5de67c3d6d4/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/7b3035a6-41d1-41e8-9666-a5de67c3d6d4/signal.json","required":true},{"label":"source","url":"https://github.com/databricks/spark-xml/releases/tag/v0.16.0","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/spark-xml v0.16.0\" for neocloud strategy."},"semantic_triples":[{"subject":"Databricks (DBRX)","predicate":"released","object":"databricks/spark-xml v0.16.0","text":"Databricks (DBRX) released databricks/spark-xml v0.16.0."},{"subject":"databricks/spark-xml v0.16.0","predicate":"is classified as","object":"release signal","text":"databricks/spark-xml v0.16.0 is classified as release signal."},{"subject":"databricks/spark-xml v0.16.0","predicate":"belongs to","object":"releases desk","text":"databricks/spark-xml v0.16.0 belongs to releases desk."},{"subject":"databricks/spark-xml v0.16.0","predicate":"has context","object":"databricks/spark-xml","text":"databricks/spark-xml v0.16.0 has context databricks/spark-xml."},{"subject":"databricks/spark-xml v0.16.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"databricks/spark-xml v0.16.0 has evidence coverage 1 captured evidence page."},{"subject":"databricks/spark-xml v0.16.0","predicate":"has captured page count","object":"1","text":"databricks/spark-xml v0.16.0 has captured page count 1."},{"subject":"databricks/spark-xml v0.16.0","predicate":"has readable page count","object":"1","text":"databricks/spark-xml v0.16.0 has readable page count 1."},{"subject":"databricks/spark-xml v0.16.0","predicate":"has related signal count","object":"6","text":"databricks/spark-xml v0.16.0 has related signal count 6."},{"subject":"databricks/spark-xml v0.16.0","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/spark-xml v0.16.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"databricks/spark-xml v0.16.0","predicate":"has source host","object":"github.com","text":"databricks/spark-xml v0.16.0 has source host github.com."},{"subject":"databricks/spark-xml v0.16.0","predicate":"has lab","object":"Databricks (DBRX)","text":"databricks/spark-xml v0.16.0 has lab Databricks (DBRX)."},{"subject":"databricks/spark-xml v0.16.0","predicate":"has signal desk","object":"releases","text":"databricks/spark-xml v0.16.0 has signal desk releases."},{"subject":"databricks/spark-xml v0.16.0","predicate":"has source host","object":"github.com","text":"databricks/spark-xml v0.16.0 has source host github.com."},{"subject":"databricks/spark-xml v0.16.0","predicate":"has repository","object":"databricks/spark-xml","text":"databricks/spark-xml v0.16.0 has repository databricks/spark-xml."},{"subject":"databricks/spark-xml v0.16.0","predicate":"has release","object":"Version 0.16.0","text":"databricks/spark-xml v0.16.0 has release Version 0.16.0."}]},"intelligence":{"signal_desk":"releases","answer":"Databricks (DBRX) published databricks/spark-xml v0.16.0 (databricks/spark-xml). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: Version 0.16.0 Repository: databricks/spark-xml Tag: v0.16.0 Published: 2023-01-05T14:39:40Z Prerelease: no Release notes: - Minor bug fixes - Custom timestamp formats.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Databricks (DBRX)","predicate":"released","object":"databricks/spark-xml v0.16.0","text":"Databricks (DBRX) released databricks/spark-xml v0.16.0."},{"subject":"databricks/spark-xml v0.16.0","predicate":"is classified as","object":"release signal","text":"databricks/spark-xml v0.16.0 is classified as release signal."},{"subject":"databricks/spark-xml v0.16.0","predicate":"belongs to","object":"releases desk","text":"databricks/spark-xml v0.16.0 belongs to releases desk."},{"subject":"databricks/spark-xml v0.16.0","predicate":"has context","object":"databricks/spark-xml","text":"databricks/spark-xml v0.16.0 has context databricks/spark-xml."},{"subject":"databricks/spark-xml v0.16.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"databricks/spark-xml v0.16.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"7b3035a6-41d1-41e8-9666-a5de67c3d6d4","url":"https://onlylabs.fyi/signals/7b3035a6-41d1-41e8-9666-a5de67c3d6d4","json_url":"https://onlylabs.fyi/signals/7b3035a6-41d1-41e8-9666-a5de67c3d6d4/signal.json","source_url":"https://github.com/databricks/spark-xml/releases/tag/v0.16.0","title":"databricks/spark-xml v0.16.0","summary":"Databricks (DBRX) published release notes. onlylabs watches releases for what actually shipped.","context":"databricks/spark-xml","kind":{"key":"release","label":"Release"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2023-01-05T14:39:40+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/spark-xml/releases/tag/v0.16.0"]},"facets":{"repo":"databricks/spark-xml"},"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/spark-xml/releases/tag/v0.16.0","final_url":"https://github.com/databricks/spark-xml/releases/tag/v0.16.0","title":"databricks/spark-xml v0.16.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:37:54.173812+00:00","bytes":2503,"raw_path":"c2fb53a1284bac6af145ef84ccb83914331cb41a3c5cbbe683c580c5e07b6a03.json","content_hash":"25f7ee0b28cfe082d3a91275fed6712af6b03f12431e2114708860fc5b34d4d2","excerpt_chars":1200,"truncated":false,"excerpt":"Version 0.16.0 Repository: databricks/spark-xml Tag: v0.16.0 Published: 2023-01-05T14:39:40Z Prerelease: no Release notes: - Minor bug fixes - Custom timestamp formats now use session timezone when not specified in the format/input (#621) - Some \"ref\" elements work in XSD schemas now ((#619) - 'arrayElementName' can be used to control the schema name used for array elements when writing (#603) See https://github.com/databricks/spark-xml/milestone/13?closed=1"},"evidence_pages":[{"url":"https://github.com/databricks/spark-xml/releases/tag/v0.16.0","final_url":"https://github.com/databricks/spark-xml/releases/tag/v0.16.0","title":"databricks/spark-xml v0.16.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:37:54.173812+00:00","bytes":2503,"raw_path":"c2fb53a1284bac6af145ef84ccb83914331cb41a3c5cbbe683c580c5e07b6a03.json","content_hash":"25f7ee0b28cfe082d3a91275fed6712af6b03f12431e2114708860fc5b34d4d2","excerpt_chars":1200,"truncated":false,"excerpt":"Version 0.16.0 Repository: databricks/spark-xml Tag: v0.16.0 Published: 2023-01-05T14:39:40Z Prerelease: no Release notes: - Minor bug fixes - Custom timestamp formats now use session timezone when not specified in the format/input (#621) - Some \"ref\" elements work in XSD schemas now ((#619) - 'arrayElementName' can be used to control the schema name used for array elements when writing (#603) See https://github.com/databricks/spark-xml/milestone/13?closed=1"}],"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"}]}