{"schema_version":"onlylabs.public_signal.v1","title":"Databricks (DBRX) Repo: databricks/docker-spark-iceberg","description":"Databricks (DBRX) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/dd2a6f52-83cc-418d-91f5-f6be1768537a","json_url":"https://onlylabs.fyi/signals/dd2a6f52-83cc-418d-91f5-f6be1768537a/signal.json","generated_at":"2026-06-11T04:07:09.857648+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/dd2a6f52-83cc-418d-91f5-f6be1768537a","signal_json":"https://onlylabs.fyi/signals/dd2a6f52-83cc-418d-91f5-f6be1768537a/signal.json","source":"https://github.com/databricks/docker-spark-iceberg","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/docker-spark-iceberg (Jupyter Notebook). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo databricks/docker-spark-iceberg · language Jupyter Notebook. 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/docker-spark-iceberg","source_host":"github.com","occurred_at":"2021-10-14T19:03:28+00:00","first_seen_at":"2026-06-06T01:50:05.877387+00:00","date_source":"source","context":"Jupyter Notebook"},"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/docker-spark-iceberg","source":"source"},{"label":"Language","value":"Jupyter Notebook","source":"source"},{"label":"Stars","value":"381","source":"traction"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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/docker-spark-iceberg"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:07:09.857648+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/dd2a6f52-83cc-418d-91f5-f6be1768537a/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/dd2a6f52-83cc-418d-91f5-f6be1768537a/signal.json","required":true},{"label":"source","url":"https://github.com/databricks/docker-spark-iceberg","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/docker-spark-iceberg\" for neocloud strategy."},"semantic_triples":[{"subject":"Databricks (DBRX)","predicate":"published repo","object":"databricks/docker-spark-iceberg","text":"Databricks (DBRX) published repo databricks/docker-spark-iceberg."},{"subject":"databricks/docker-spark-iceberg","predicate":"is classified as","object":"repo signal","text":"databricks/docker-spark-iceberg is classified as repo signal."},{"subject":"databricks/docker-spark-iceberg","predicate":"belongs to","object":"repos desk","text":"databricks/docker-spark-iceberg belongs to repos desk."},{"subject":"databricks/docker-spark-iceberg","predicate":"has context","object":"Jupyter Notebook","text":"databricks/docker-spark-iceberg has context Jupyter Notebook."},{"subject":"databricks/docker-spark-iceberg","predicate":"has evidence coverage","object":"1 captured evidence page","text":"databricks/docker-spark-iceberg has evidence coverage 1 captured evidence page."},{"subject":"databricks/docker-spark-iceberg","predicate":"has captured page count","object":"1","text":"databricks/docker-spark-iceberg has captured page count 1."},{"subject":"databricks/docker-spark-iceberg","predicate":"has readable page count","object":"1","text":"databricks/docker-spark-iceberg has readable page count 1."},{"subject":"databricks/docker-spark-iceberg","predicate":"has related signal count","object":"6","text":"databricks/docker-spark-iceberg has related signal count 6."},{"subject":"databricks/docker-spark-iceberg","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/docker-spark-iceberg 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/docker-spark-iceberg","predicate":"has source host","object":"github.com","text":"databricks/docker-spark-iceberg has source host github.com."},{"subject":"databricks/docker-spark-iceberg","predicate":"has lab","object":"Databricks (DBRX)","text":"databricks/docker-spark-iceberg has lab Databricks (DBRX)."},{"subject":"databricks/docker-spark-iceberg","predicate":"has signal desk","object":"repos","text":"databricks/docker-spark-iceberg has signal desk repos."},{"subject":"databricks/docker-spark-iceberg","predicate":"has source host","object":"github.com","text":"databricks/docker-spark-iceberg has source host github.com."},{"subject":"databricks/docker-spark-iceberg","predicate":"has repository","object":"databricks/docker-spark-iceberg","text":"databricks/docker-spark-iceberg has repository databricks/docker-spark-iceberg."},{"subject":"databricks/docker-spark-iceberg","predicate":"has language","object":"Jupyter Notebook","text":"databricks/docker-spark-iceberg has language Jupyter Notebook."},{"subject":"databricks/docker-spark-iceberg","predicate":"has stars","object":"381","text":"databricks/docker-spark-iceberg has stars 381."},{"subject":"databricks/docker-spark-iceberg","predicate":"has watch term","object":"Infrastructure","text":"databricks/docker-spark-iceberg has watch term Infrastructure."},{"subject":"databricks/docker-spark-iceberg","predicate":"has watch term","object":"Safety and alignment","text":"databricks/docker-spark-iceberg has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"repos","answer":"Databricks (DBRX) published databricks/docker-spark-iceberg (Jupyter Notebook). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo databricks/docker-spark-iceberg · language Jupyter Notebook. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Databricks (DBRX)","predicate":"published repo","object":"databricks/docker-spark-iceberg","text":"Databricks (DBRX) published repo databricks/docker-spark-iceberg."},{"subject":"databricks/docker-spark-iceberg","predicate":"is classified as","object":"repo signal","text":"databricks/docker-spark-iceberg is classified as repo signal."},{"subject":"databricks/docker-spark-iceberg","predicate":"belongs to","object":"repos desk","text":"databricks/docker-spark-iceberg belongs to repos desk."},{"subject":"databricks/docker-spark-iceberg","predicate":"has context","object":"Jupyter Notebook","text":"databricks/docker-spark-iceberg has context Jupyter Notebook."},{"subject":"databricks/docker-spark-iceberg","predicate":"has evidence coverage","object":"1 captured evidence page","text":"databricks/docker-spark-iceberg has evidence coverage 1 captured evidence page."}]},"signal":{"id":"dd2a6f52-83cc-418d-91f5-f6be1768537a","url":"https://onlylabs.fyi/signals/dd2a6f52-83cc-418d-91f5-f6be1768537a","json_url":"https://onlylabs.fyi/signals/dd2a6f52-83cc-418d-91f5-f6be1768537a/signal.json","source_url":"https://github.com/databricks/docker-spark-iceberg","title":"databricks/docker-spark-iceberg","summary":"Databricks (DBRX) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2021-10-14T19:03:28+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/docker-spark-iceberg"]},"facets":{"repo":"databricks/docker-spark-iceberg","language":"Jupyter Notebook"},"traction":{"github_stars":381,"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/docker-spark-iceberg","final_url":"https://github.com/databricks/docker-spark-iceberg","title":"databricks/docker-spark-iceberg repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:07:09.857648+00:00","bytes":11112,"raw_path":"355f62bddae4a1d49e792328cf07f95f2cc235d11596c99e89f8a228345842c3.json","content_hash":"5a72b69545c12660d7cbdbf47e18a8c98ec95d93a271487fb364c7f965609498","excerpt_chars":1200,"truncated":true,"excerpt":"databricks/docker-spark-iceberg Language: Jupyter Notebook License: Apache-2.0 Stars: 381 Forks: 195 Open issues: 16 Created: 2021-10-14T19:03:28Z Pushed: 2026-02-15T11:52:25Z Default branch: main Fork: no Archived: no README: <!-- Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file distributed with this work for additional information regarding copyright ownership. The ASF licenses this file to you under the Apache License, Version 2.0 (the \"License\"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. --> Spark + Iceberg Quickstart Image This is a docker compose environment to quickly get up and running with a Spark environment and a local REST catalog, and MinIO as a storage backend. **note**: If you don't have..."},"evidence_pages":[{"url":"https://github.com/databricks/docker-spark-iceberg","final_url":"https://github.com/databricks/docker-spark-iceberg","title":"databricks/docker-spark-iceberg repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:07:09.857648+00:00","bytes":11112,"raw_path":"355f62bddae4a1d49e792328cf07f95f2cc235d11596c99e89f8a228345842c3.json","content_hash":"5a72b69545c12660d7cbdbf47e18a8c98ec95d93a271487fb364c7f965609498","excerpt_chars":1200,"truncated":true,"excerpt":"databricks/docker-spark-iceberg Language: Jupyter Notebook License: Apache-2.0 Stars: 381 Forks: 195 Open issues: 16 Created: 2021-10-14T19:03:28Z Pushed: 2026-02-15T11:52:25Z Default branch: main Fork: no Archived: no README: <!-- Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file distributed with this work for additional information regarding copyright ownership. The ASF licenses this file to you under the Apache License, Version 2.0 (the \"License\"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. --> Spark + Iceberg Quickstart Image This is a docker compose environment to quickly get up and running with a Spark environment and a local REST catalog, and MinIO as a storage backend. **note**: If you don't have..."}],"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"}]}