{"schema_version":"onlylabs.public_signal.v1","title":"Databricks (DBRX) Repo: databricks/spark-xml","description":"Databricks (DBRX) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/f387b672-5f68-4424-84c3-28ba501c1281","json_url":"https://onlylabs.fyi/signals/f387b672-5f68-4424-84c3-28ba501c1281/signal.json","generated_at":"2026-06-11T04:07:12.458912+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/f387b672-5f68-4424-84c3-28ba501c1281","signal_json":"https://onlylabs.fyi/signals/f387b672-5f68-4424-84c3-28ba501c1281/signal.json","source":"https://github.com/databricks/spark-xml","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/spark-xml (Scala). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo databricks/spark-xml · language Scala. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/databricks/spark-xml","source_host":"github.com","occurred_at":"2015-11-26T02:46:09+00:00","first_seen_at":"2026-06-06T01:50:05.877387+00:00","date_source":"source","context":"Scala"},"context_markers":[{"label":"Lab","value":"Databricks (DBRX)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"databricks/spark-xml","source":"source"},{"label":"Language","value":"Scala","source":"source"},{"label":"Stars","value":"513","source":"traction"},{"label":"Watch term","value":"Infrastructure","source":"evidence"}],"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"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:07:12.458912+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/f387b672-5f68-4424-84c3-28ba501c1281/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":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"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.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/f387b672-5f68-4424-84c3-28ba501c1281/signal.json","required":true},{"label":"source","url":"https://github.com/databricks/spark-xml","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/spark-xml\" for neocloud strategy."},"semantic_triples":[{"subject":"Databricks (DBRX)","predicate":"published repo","object":"databricks/spark-xml","text":"Databricks (DBRX) published repo databricks/spark-xml."},{"subject":"databricks/spark-xml","predicate":"is classified as","object":"repo signal","text":"databricks/spark-xml is classified as repo signal."},{"subject":"databricks/spark-xml","predicate":"belongs to","object":"repos desk","text":"databricks/spark-xml belongs to repos desk."},{"subject":"databricks/spark-xml","predicate":"has context","object":"Scala","text":"databricks/spark-xml has context Scala."},{"subject":"databricks/spark-xml","predicate":"has evidence coverage","object":"1 captured evidence page","text":"databricks/spark-xml has evidence coverage 1 captured evidence page."},{"subject":"databricks/spark-xml","predicate":"has captured page count","object":"1","text":"databricks/spark-xml has captured page count 1."},{"subject":"databricks/spark-xml","predicate":"has readable page count","object":"1","text":"databricks/spark-xml has readable page count 1."},{"subject":"databricks/spark-xml","predicate":"has related signal count","object":"6","text":"databricks/spark-xml has related signal count 6."},{"subject":"databricks/spark-xml","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/spark-xml 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/spark-xml","predicate":"has source host","object":"github.com","text":"databricks/spark-xml has source host github.com."},{"subject":"databricks/spark-xml","predicate":"has lab","object":"Databricks (DBRX)","text":"databricks/spark-xml has lab Databricks (DBRX)."},{"subject":"databricks/spark-xml","predicate":"has signal desk","object":"repos","text":"databricks/spark-xml has signal desk repos."},{"subject":"databricks/spark-xml","predicate":"has source host","object":"github.com","text":"databricks/spark-xml has source host github.com."},{"subject":"databricks/spark-xml","predicate":"has repository","object":"databricks/spark-xml","text":"databricks/spark-xml has repository databricks/spark-xml."},{"subject":"databricks/spark-xml","predicate":"has language","object":"Scala","text":"databricks/spark-xml has language Scala."},{"subject":"databricks/spark-xml","predicate":"has stars","object":"513","text":"databricks/spark-xml has stars 513."},{"subject":"databricks/spark-xml","predicate":"has watch term","object":"Infrastructure","text":"databricks/spark-xml has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Databricks (DBRX) published databricks/spark-xml (Scala). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo databricks/spark-xml · language Scala. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Databricks (DBRX)","predicate":"published repo","object":"databricks/spark-xml","text":"Databricks (DBRX) published repo databricks/spark-xml."},{"subject":"databricks/spark-xml","predicate":"is classified as","object":"repo signal","text":"databricks/spark-xml is classified as repo signal."},{"subject":"databricks/spark-xml","predicate":"belongs to","object":"repos desk","text":"databricks/spark-xml belongs to repos desk."},{"subject":"databricks/spark-xml","predicate":"has context","object":"Scala","text":"databricks/spark-xml has context Scala."},{"subject":"databricks/spark-xml","predicate":"has evidence coverage","object":"1 captured evidence page","text":"databricks/spark-xml has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f387b672-5f68-4424-84c3-28ba501c1281","url":"https://onlylabs.fyi/signals/f387b672-5f68-4424-84c3-28ba501c1281","json_url":"https://onlylabs.fyi/signals/f387b672-5f68-4424-84c3-28ba501c1281/signal.json","source_url":"https://github.com/databricks/spark-xml","title":"databricks/spark-xml","summary":"Databricks (DBRX) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Scala","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2015-11-26T02:46:09+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"]},"facets":{"repo":"databricks/spark-xml","language":"Scala"},"traction":{"github_stars":513,"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","final_url":"https://github.com/databricks/spark-xml","title":"databricks/spark-xml repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:07:12.458912+00:00","bytes":29726,"raw_path":"b17e5d6e9771ef0e63b8bf256873a8bae6e1340a033e997c7336094e892a643c.json","content_hash":"33fd330d6ca86c922ade1e3d516e5cd0c3e2afd35c6cd99dc8ad8a49893c0249","excerpt_chars":1200,"truncated":true,"excerpt":"databricks/spark-xml Description: XML data source for Spark SQL and DataFrames Language: Scala License: Apache-2.0 Stars: 513 Forks: 223 Open issues: 0 Created: 2015-11-26T02:46:09Z Pushed: 2024-08-11T22:56:29Z Default branch: master Fork: no Archived: yes README: XML Data Source for Apache Spark 3.x - A library for parsing and querying XML data with [Apache Spark](https://spark.apache.org), for Spark SQL and DataFrames. 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