{"schema_version":"onlylabs.public_signal.v1","title":"Snowflake (Arctic) Repo: Snowflake-Labs/sf-samples-jp","description":"Snowflake (Arctic) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/7dab0bb8-a52d-47e5-b862-fee50c9330c6","json_url":"https://onlylabs.fyi/signals/7dab0bb8-a52d-47e5-b862-fee50c9330c6/signal.json","generated_at":"2026-10-12T17:29:44.541Z","evidence_latest_fetched_at":"2026-10-06T07:03:25.300277+00:00","signal_first_seen_at":"2026-10-06T07:01:05.203432+00:00","org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/snowflake","dossier_json_url":"https://onlylabs.fyi/labs/snowflake/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/7dab0bb8-a52d-47e5-b862-fee50c9330c6","signal_json":"https://onlylabs.fyi/signals/7dab0bb8-a52d-47e5-b862-fee50c9330c6/signal.json","source":"https://github.com/Snowflake-Labs/sf-samples-jp","lab_dossier":"https://onlylabs.fyi/labs/snowflake","lab_dossier_json":"https://onlylabs.fyi/labs/snowflake/dossier.json","analysis":"https://onlylabs.fyi/analysis/snowflake","analysis_json":"https://onlylabs.fyi/analysis/snowflake/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/snowflake/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":"Snowflake (Arctic) published Snowflake-Labs/sf-samples-jp (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo Snowflake-Labs/sf-samples-jp · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/Snowflake-Labs/sf-samples-jp","source_host":"github.com","occurred_at":"2026-09-01T07:05:18+00:00","first_seen_at":"2026-10-06T07:01:05.203432+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Snowflake (Arctic)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"Snowflake-Labs/sf-samples-jp","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"1","source":"traction"},{"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/Snowflake-Labs/sf-samples-jp"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-10-06T07:03:25.300277+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/7dab0bb8-a52d-47e5-b862-fee50c9330c6/signal.json","dossier_json":"https://onlylabs.fyi/labs/snowflake/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/snowflake/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/snowflake/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/7dab0bb8-a52d-47e5-b862-fee50c9330c6/signal.json","required":true},{"label":"source","url":"https://github.com/Snowflake-Labs/sf-samples-jp","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/snowflake/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/snowflake/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 Snowflake (Arctic)'s repo signal \"Snowflake-Labs/sf-samples-jp\" for neocloud strategy."},"semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"published repo","object":"Snowflake-Labs/sf-samples-jp","text":"Snowflake (Arctic) published repo Snowflake-Labs/sf-samples-jp."},{"subject":"Snowflake-Labs/sf-samples-jp","predicate":"is classified as","object":"repo signal","text":"Snowflake-Labs/sf-samples-jp is classified as repo signal."},{"subject":"Snowflake-Labs/sf-samples-jp","predicate":"belongs to","object":"repos desk","text":"Snowflake-Labs/sf-samples-jp belongs to repos desk."},{"subject":"Snowflake-Labs/sf-samples-jp","predicate":"has context","object":"Python","text":"Snowflake-Labs/sf-samples-jp has context Python."},{"subject":"Snowflake-Labs/sf-samples-jp","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Snowflake-Labs/sf-samples-jp has evidence coverage 1 captured evidence page."},{"subject":"Snowflake-Labs/sf-samples-jp","predicate":"has captured page count","object":"1","text":"Snowflake-Labs/sf-samples-jp has captured page count 1."},{"subject":"Snowflake-Labs/sf-samples-jp","predicate":"has readable page count","object":"1","text":"Snowflake-Labs/sf-samples-jp has readable page count 1."},{"subject":"Snowflake-Labs/sf-samples-jp","predicate":"has related signal count","object":"6","text":"Snowflake-Labs/sf-samples-jp has related signal count 6."},{"subject":"Snowflake-Labs/sf-samples-jp","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":"Snowflake-Labs/sf-samples-jp 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":"Snowflake-Labs/sf-samples-jp","predicate":"has source host","object":"github.com","text":"Snowflake-Labs/sf-samples-jp has source host github.com."},{"subject":"Snowflake-Labs/sf-samples-jp","predicate":"has lab","object":"Snowflake (Arctic)","text":"Snowflake-Labs/sf-samples-jp has lab Snowflake (Arctic)."},{"subject":"Snowflake-Labs/sf-samples-jp","predicate":"has signal desk","object":"repos","text":"Snowflake-Labs/sf-samples-jp has signal desk repos."},{"subject":"Snowflake-Labs/sf-samples-jp","predicate":"has source host","object":"github.com","text":"Snowflake-Labs/sf-samples-jp has source host github.com."},{"subject":"Snowflake-Labs/sf-samples-jp","predicate":"has repository","object":"Snowflake-Labs/sf-samples-jp","text":"Snowflake-Labs/sf-samples-jp has repository Snowflake-Labs/sf-samples-jp."},{"subject":"Snowflake-Labs/sf-samples-jp","predicate":"has language","object":"Python","text":"Snowflake-Labs/sf-samples-jp has language Python."},{"subject":"Snowflake-Labs/sf-samples-jp","predicate":"has stars","object":"1","text":"Snowflake-Labs/sf-samples-jp has stars 1."},{"subject":"Snowflake-Labs/sf-samples-jp","predicate":"has watch term","object":"Safety and alignment","text":"Snowflake-Labs/sf-samples-jp has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"repos","answer":"Snowflake (Arctic) published Snowflake-Labs/sf-samples-jp (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo Snowflake-Labs/sf-samples-jp · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"published repo","object":"Snowflake-Labs/sf-samples-jp","text":"Snowflake (Arctic) published repo Snowflake-Labs/sf-samples-jp."},{"subject":"Snowflake-Labs/sf-samples-jp","predicate":"is classified as","object":"repo signal","text":"Snowflake-Labs/sf-samples-jp is classified as repo signal."},{"subject":"Snowflake-Labs/sf-samples-jp","predicate":"belongs to","object":"repos desk","text":"Snowflake-Labs/sf-samples-jp belongs to repos desk."},{"subject":"Snowflake-Labs/sf-samples-jp","predicate":"has context","object":"Python","text":"Snowflake-Labs/sf-samples-jp has context Python."},{"subject":"Snowflake-Labs/sf-samples-jp","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Snowflake-Labs/sf-samples-jp has evidence coverage 1 captured evidence page."}]},"signal":{"id":"7dab0bb8-a52d-47e5-b862-fee50c9330c6","url":"https://onlylabs.fyi/signals/7dab0bb8-a52d-47e5-b862-fee50c9330c6","json_url":"https://onlylabs.fyi/signals/7dab0bb8-a52d-47e5-b862-fee50c9330c6/signal.json","source_url":"https://github.com/Snowflake-Labs/sf-samples-jp","title":"Snowflake-Labs/sf-samples-jp","summary":"Snowflake (Arctic) 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":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-09-01T07:05:18+00:00","first_seen_at":"2026-10-06T07:01:05.203432+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/Snowflake-Labs/sf-samples-jp"]},"facets":{"repo":"Snowflake-Labs/sf-samples-jp","language":"Python"},"traction":{"github_stars":1,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/Snowflake-Labs/sf-samples-jp","final_url":"https://github.com/Snowflake-Labs/sf-samples-jp","title":"Snowflake-Labs/sf-samples-jp repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-06T07:03:25.300277+00:00","bytes":10868,"raw_path":"0cc0970820d52580852efaf5870b97e2c78ff1e3c8760a353f365a317164806d.json","content_hash":"6431abd9977ff57804dde4495030b18ccba5b9c3c6dda6b858aef186bd3ec222","excerpt_chars":1200,"truncated":true,"excerpt":"Snowflake-Labs/sf-samples-jp Description: Snowflake Japanのデモコードなどを掲載します Language: Python License: Apache-2.0 Stars: 1 Forks: 0 Open issues: 0 Created: 2026-09-01T07:05:18Z Pushed: 2026-10-02T00:30:53Z Default branch: main Fork: no Archived: no README: sf-samples-jp Snowflake Japan が提供する、日本向けのサンプルコード・デモ・ハンズオン資材のリポジトリです。 --- > [!IMPORTANT] > > **Disclaimer / 免責事項** > > This application is not part of the Snowflake Service and is governed by the terms in LICENSE, unless expressly agreed to in writing. You use this application at your own risk, and Snowflake has no obligation to support your use of this application. > > （参考訳）本アプリケーションは Snowflake Service の一部ではなく、書面による明示的な合意がない限り LICENSE の条件に従います。本アプリケーションの利用はご自身の責任で行うものとし、Snowflake は本アプリケーションの利用に関していかなるサポート義務も負いません。 > **※ この日本語訳は参考であり、必ず上記英文を確認してください。** > > [Read more](./LEGAL.md) --- 目的 このリポジトリは、Snowflake の機能をわかりやすく伝えるための日本語コンテンツを集約・管理することを目的としています。 デモスクリプト、イベント資材、ハンズオンコンテンツなどを収録しています。 --- フォルダ構成 ``` sf-samples-jp/ ├── events/ # イベント・勉強会・カンファレンス向けコンテンツ ├── demo/ # POC向けデモスクリプト・Streamlitアプリ └── handson/ # ハンズオンワークショップ向けSQL・手順書 ``` | フォルダ | 説明 | |---------|------| | [`events/`](./events/) | Snowflake World Tour Tokyo..."},"evidence_pages":[],"related_signals":[{"id":"020f54ac-8a16-4a95-885e-50b152c1226c","url":"https://onlylabs.fyi/signals/020f54ac-8a16-4a95-885e-50b152c1226c","source_url":"https://github.com/Snowflake-Labs/expedition-2026-day-2-hol","title":"Snowflake-Labs/expedition-2026-day-2-hol","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-10-06T23:55:12+00:00","first_seen_at":"2026-10-10T07:01:08.089453+00:00","date_source":"source"},{"id":"66e367e9-642c-412b-a80c-1dbdb52657ab","url":"https://onlylabs.fyi/signals/66e367e9-642c-412b-a80c-1dbdb52657ab","source_url":"https://github.com/Snowflake-Labs/decision-models-in-snowflake-model-registry","title":"Snowflake-Labs/decision-models-in-snowflake-model-registry","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-10-01T13:38:02+00:00","first_seen_at":"2026-10-06T07:01:05.203432+00:00","date_source":"source"},{"id":"60b9b65a-f3ae-44d0-9bbe-8ed86292c4ae","url":"https://onlylabs.fyi/signals/60b9b65a-f3ae-44d0-9bbe-8ed86292c4ae","source_url":"https://github.com/Snowflake-Labs/sfguide-run-python-and-spark-jobs-with-code-bundles","title":"Snowflake-Labs/sfguide-run-python-and-spark-jobs-with-code-bundles","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-09-21T16:35:15+00:00","first_seen_at":"2026-09-22T07:01:02.300044+00:00","date_source":"source"},{"id":"f706f778-8ddc-4a85-adfb-e31ad4499dcc","url":"https://onlylabs.fyi/signals/f706f778-8ddc-4a85-adfb-e31ad4499dcc","source_url":"https://github.com/Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","title":"Snowflake-Labs/sfguide-getting-started-with-remote-development-vscode-extension","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-09-16T22:12:13+00:00","first_seen_at":"2026-09-29T07:01:09.214904+00:00","date_source":"source"},{"id":"fe581598-1605-4b6a-8f8c-5f842ade9dbd","url":"https://onlylabs.fyi/signals/fe581598-1605-4b6a-8f8c-5f842ade9dbd","source_url":"https://github.com/Snowflake-Labs/swt-tokyo-2026-coco","title":"Snowflake-Labs/swt-tokyo-2026-coco","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-09-01T17:12:08+00:00","first_seen_at":"2026-09-09T07:01:04.812029+00:00","date_source":"source"},{"id":"921b8de6-33f4-4b44-8cf8-78094e993c07","url":"https://onlylabs.fyi/signals/921b8de6-33f4-4b44-8cf8-78094e993c07","source_url":"https://github.com/Snowflake-Labs/data-eng-bench","title":"Snowflake-Labs/data-eng-bench","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-07-29T20:29:19+00:00","first_seen_at":"2026-07-31T07:01:01.982389+00:00","date_source":"source"}]}