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bigQueryã«é–¢ã™ã‚‹manboubirdã®ãƒ–ãƒƒã‚¯ãƒžãƒ¼ã‚¯ (303)

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BigQueryã®Conversational Analyticsï¼ˆå¯¾è©±åž‹åˆ†æžï¼‰ã‚’å¾¹åº•è§£èª¬ - G-gen Tech Blog
G-gen ã®æ‰æ‘ã§ã™ã€‚BigQuery ã«ã¯ Conversational Analyticsï¼ˆå¯¾è©±åž‹åˆ†æžï¼‰æ©Ÿèƒ½ãŒå‚™ã‚ã£ã¦ãŠã‚Šã€ãƒ‡ãƒ¼ã‚¿ã«é–¢ã™ã‚‹è³ªå•ã‚’ç”Ÿæˆ AI ã«å¯¾ã—ã¦ãƒãƒ£ãƒƒãƒˆå½¢å¼ã§æŠ•ã’ã‹ã‘ã‚‹ã“ã¨ãŒã§ãã¾ã™ã€‚ã“ã®æ©Ÿèƒ½ã‚’ä½¿ã†ã“ã¨ã§ã€SQL ã®çŸ¥è˜ãŒãªãã¦ã‚‚ã€è‡ªç„¶è¨€èªžã§ãƒ‡ãƒ¼ã‚¿ã‚’ã‚¯ã‚¨ãƒªã™ã‚‹ã“ã¨ãŒã§ãã¾ã™ã€‚ æ¦‚è¦ Conversational Analytics ã¨ã¯ ä½¿ç”¨ã‚¤ãƒ¡ãƒ¼ã‚¸ æ–™é‡‘ ä»–ã®æ‰‹æ³•ã¨ã®æ¯”è¼ƒ è‡ªç„¶è¨€èªžã«ã‚ˆã‚‹ BigQuery ã¸ã®ã‚¯ã‚¨ãƒª Looker Studio Pro ã® Conversational Analytics ã¨ã®é•ã„ ãƒ‡ãƒ¼ã‚¿ã‚¨ãƒ¼ã‚¸ã‚§ãƒ³ãƒˆ ãƒ‡ãƒ¼ã‚¿ã‚¨ãƒ¼ã‚¸ã‚§ãƒ³ãƒˆã¨ã¯ è¨å®šé …ç›® å…¬é–‹ã¨ã‚¢ã‚¯ã‚»ã‚¹åˆ¶å¾¡ ãƒ‡ãƒ¼ã‚¿ã‚¤ãƒ³ã‚µã‚¤ãƒˆã®è‡ªå‹•ç”Ÿæˆ BigQuery ML å¯¾å¿œ ç²¾åº¦å‘ä¸Šã®ãŸã‚ã« ãƒ“ã‚¸ãƒã‚¹ãƒã‚¸ãƒƒã‚¯ã®çµ„ã¿è¾¼ã¿ ãƒ¡ã‚¿ãƒ‡ãƒ¼ã‚¿ã®æ•´å‚™ å‰²ã‚Šå½“ã¦ï¼ˆQuotaï¼‰ æ¦‚è¦ Conversation
manboubird 2026/02/04
bigQuery
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GitHub - sfu-db/connector-x: Fastest library to load data from DB to DataFrames in Rust and Python
manboubird 2025/07/08
connectorx

apacheArrow

dataframe

pandas

polars

bigQuery
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Ibisã¨ã¯ä½•ã‹ï¼Ÿæ¦‚è¦ã¨ãƒ‡ãƒ¼ã‚¿å‡¦ç†ã‚¤ãƒ³ã‚¿ãƒ¼ãƒ•ã‚§ãƒ¼ã‚¹ã®ç‰¹å¾´ | æ ªå¼ä¼šç¤¾ä¸€å‰µ
manboubird 2025/06/15
Ibis

duckdb

bigQuery
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Big Metadata: When Metadata is Big Data
manboubird 2025/06/14
vldb

bigQuery

paper

googleCloudPlatform

metadataManagement

dataManagement

dataWareHouse
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GitHub - mehd-io/pypi-duck-flow: end-to-end data engineering project to get insights from PyPi using python, duckdb, MotherDuck & Evidence
manboubird 2025/06/14
duckdb

bigQuery

tutorial

etl

code

wasm
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From BigQuery to DuckDB and MotherDuck : Efficient Local and Cloud Data Pipelines - MotherDuck Blog
manboubird 2025/06/14
duckdb

bigQuery

apacheArrow
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Use the BigQuery Storage Read API to read table data Â |Â Google Cloud Documentation
Send feedback Stay organized with collections Save and categorize content based on your preferences. Use the BigQuery Storage Read API to read table data The BigQuery Storage Read API provides fast access to BigQuery-managed storage by using an rpc-based protocol. Background Historically, users of BigQuery have had two mechanisms for accessing BigQuery-managed table data: Record-based paginated ac
manboubird 2025/06/14
bigQuery

storageApi

rpc

apacheArrow
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Introducing Google Cloud Serverless for Apache Spark in BigQuery | Google Cloud Blog
manboubird 2025/06/14
bigQuery

Spark

jupyter

googleCloudPlatform
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Jagu'e'r AI/MLåˆ†ç§‘ä¼š ç¬¬2å›ž å®šæœŸLTä¼šï¼ˆ2025å¹´5æœˆï¼‰ é–‹å‚¬ãƒ¬ãƒãƒ¼ãƒˆï½œRyuFujimori
What is This ?ãŠèªã¿ã„ãŸã ãã‚ã‚ŠãŒã¨ã†ã”ã–ã„ã¾ã™ã€‚ æœ¬è¨˜äº‹ã¯Jagu'e'r AI/MLåˆ†ç§‘ä¼šã«ã¦ã€ä»Šå¹´ã‹ã‚‰å®šæœŸé–‹å‚¬ã—ã¦ã„ã‚‹LTä¼šã®é–‹å‚¬å ±å‘Šãƒ–ãƒã‚°ã§ã™ã€‚ 2025å¹´5æœˆ8æ—¥ã€ç¬¬äºŒå›žå®šæœŸLTä¼šã‚’é–‹å‚¬ã—ã¾ã—ãŸ ã€‚å‰å›žã«ç¶šãã€30åä»¥ä¸Šã®å‚åŠ è€…ãŒã‚ã¤ã¾ã‚Šã€è´è¬›è€…ãƒ»ç™»å£‡è€…ã®é–“ã§éžå¸¸ã«æ´»ç™ºãªæ„è¦‹äº¤æ›ãŒè¡Œã‚ã‚Œã‚‹ä¼šã¨ãªã‚Šã¾ã—ãŸã€‚ ä»Šå›žã¯2åã®ç™»å£‡è€…æ§˜ã‹ã‚‰ ã€ŒBigQueryã®ç¶™ç¶šçš„ã‚¯ã‚¨ãƒªã§ä½œã‚‹ãƒ‹ã‚¢ãƒªã‚¢ãƒ«ã‚¿ã‚¤ãƒ ãƒ¬ã‚³ãƒ¡ãƒ³ãƒ‰ã€(èŠè°·è¡æ–‡ æ§˜/åˆåŒä¼šç¤¾DMM.com) ã€ŒAIã«ã‚ˆã‚‹åˆ†æžæ´»ç”¨ è¨è¨ˆã‹ã‚‰ãƒ¬ãƒãƒ¼ãƒˆã¾ã§ã€(æ¾æœ¬ç¥¥ä¸‰ æ§˜/æ ªå¼ä¼šç¤¾MBK Digital) ã¨ã„ã†ãƒ†ãƒ¼ãƒžã§ãƒ‡ãƒ¼ã‚¿ã¨AIã®æœ€å‰ç·šã«ãŠã‘ã‚‹ç¤ºå”†ã«å¯Œã‚“ã 2ã¤ã®ãƒ©ã‚¤ãƒˆãƒ‹ãƒ³ã‚°ãƒˆãƒ¼ã‚¯ï¼ˆLTï¼‰ã‚’ãŠå±Šã‘ã„ãŸã ãã¾ã—ãŸã€‚ ã“ã‚Œã‚‰äºŒã¤ã®LTã¯ã€å˜ã«æŠ€è¡“çš„ãªå´é¢ã«ç•™ã¾ã‚‰ãšã€ãƒ‡ãƒ¼ã‚¿ã¨AIã‚’ã„ã‹ã«ç¾å®Ÿã®èª²é¡Œè§£æ±ºã«çµã³ã¤ã‘ã€ãƒ“ã‚¸ãƒã‚¹ä¾¡å€¤ã‚’å‰µå‡ºã—ã¦ã„ãã‹ã¨ã„ã†
manboubird 2025/06/11
bigQuery

googleCloudPlatform

artificialIntelligence

machineLearning
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DuckDB and BigQuery Storage API | David Gasquez
manboubird 2025/06/08
bigQuery

duckdb
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BigQueryStorageAPIã§é«˜é€Ÿã«ãƒ‡ãƒ¼ã‚¿ã‚’å–å¾—ã™ã‚‹
è¦ç´„ BigQueryAPIã‹ã‚‰BigQueryStorageAPIã«ç½®ãæ›ãˆã‚‹ã“ã¨ã§é«˜é€Ÿã«ãƒ‡ãƒ¼ã‚¿å–å¾—ãŒã§ããŸ å…·ä½“çš„ã«ã¯ã€ç´„5.7å„„ãƒ¬ã‚³ãƒ¼ãƒ‰ã®ãƒ†ãƒ¼ãƒ–ãƒ«ã«å¯¾ã—ã¦ BigQueryAPI: 2æ™‚é–“20åˆ† BigQueryStorageAPI: 3åˆ† èƒŒæ™¯ Vertex AIã®ã‚«ã‚¹ã‚¿ãƒ ã‚¸ãƒ§ãƒ–ä¸Šã§BigQueryAPI(Pythonãƒ©ã‚¤ãƒ–ãƒ©ãƒª)ã‚’ç”¨ã„ã¦ã€å„„å˜ä½ã®ãƒ¬ã‚³ãƒ¼ãƒ‰ã‚’å–å¾—ã—ã¦ã„ãŸ BigQueryAPIã§ã®ãƒ‡ãƒ¼ã‚¿å–å¾—ãŒãƒœãƒˆãƒ«ãƒãƒƒã‚¯ã¨ã—ã¦ã‚ã‚Šã€ã‚«ã‚¹ã‚¿ãƒ ã‚¸ãƒ§ãƒ–å…¨ä½“ã®å®Ÿè¡Œã«æ™‚é–“ãŒã‹ã‹ã£ã¦ã—ã¾ã£ã¦ã„ãŸ é«˜é€ŸåŒ–ã§ããªã„ã‹èª¿æŸ»ã—ãŸã¨ã“ã‚ã€å¤§é‡ã®ãƒ‡ãƒ¼ã‚¿å–å¾—ã«é–¢ã—ã¦ã¯ã€BigQueryStorageAPIä¸€æŠžã¨ã®ã“ã¨ BigQueryStorageAPI æ¦‚è¦ The BigQuery Storage Read API provides fast access to BigQuery-managed stor
manboubird 2025/06/08
bigQuery
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How to combine BigQuery with DuckDB
manboubird 2025/06/08
bigQuery

duckdb
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ãƒãƒ¼ã‚«ãƒ«ç‰ˆBigQuery(ã‚‚ã©ã)ã¨Jupyter Notebookã§ãƒ‡ãƒ¼ã‚¿åˆ†æžã—ãŸã„
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manboubird 2025/06/08
duckdb

bigQuery

jupyter

dlt

ydataProfiling

sqlglot
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Building scalable data pipelines with Kedro and Ibis | Kedro Blog
manboubird 2025/06/08
ibis

kedro

duckdb

bigQuery
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BigQuery DataFrames ã‚’ä½¿ç”¨ã™ã‚‹ Â |Â Google Cloud Documentation
ãƒ•ã‚£ãƒ¼ãƒ‰ãƒãƒƒã‚¯ã‚’é€ä¿¡ ã‚³ãƒ¬ã‚¯ã‚·ãƒ§ãƒ³ã§ã‚³ãƒ³ãƒ†ãƒ³ãƒ„ã‚’æ•´ç† å¿…è¦ã«å¿œã˜ã¦ã€ã‚³ãƒ³ãƒ†ãƒ³ãƒ„ã®ä¿å˜ã¨åˆ†é¡žã‚’è¡Œã„ã¾ã™ã€‚ BigQuery DataFrames ã‚’ä½¿ç”¨ã™ã‚‹ BigQuery DataFrames ã¯ã€BigQuery ã‚¨ãƒ³ã‚¸ãƒ³ã«ã‚ˆã‚‹ Pythonic DataFrame ã¨ ML API ã‚’æä¾›ã—ã¾ã™ã€‚BigQuery DataFrames ã¯ã€ã‚ªãƒ¼ãƒ—ãƒ³ã‚½ãƒ¼ã‚¹ã®ãƒ‘ãƒƒã‚±ãƒ¼ã‚¸ã§ã™ã€‚pip install --upgrade bigframes ã‚’å®Ÿè¡Œã—ã¦ã€æœ€æ–°ãƒãƒ¼ã‚¸ãƒ§ãƒ³ã‚’ã‚¤ãƒ³ã‚¹ãƒˆãƒ¼ãƒ«ã§ãã¾ã™ã€‚ BigQuery DataFrames ã«ã¯ã€æ¬¡ã® 3 ã¤ã®ãƒ©ã‚¤ãƒ–ãƒ©ãƒªãŒç”¨æ„ã•ã‚Œã¦ã„ã¾ã™ã€‚ bigframes.pandas ã¯ã€BigQuery ã§ãƒ‡ãƒ¼ã‚¿ã®åˆ†æžã¨æ“ä½œã«ä½¿ç”¨ã§ãã‚‹ pandas API ã‚’æä¾›ã—ã¾ã™ã€‚å¤šãã®ãƒ¯ãƒ¼ã‚¯ãƒãƒ¼ãƒ‰ã¯ã€ã‚¤ãƒ³ãƒãƒ¼ãƒˆã‚’ã„ãã¤ã‹å¤‰æ›´ã™ã‚‹ã ã‘ã§ pandas ã‹ã‚‰ bigf
manboubird 2025/06/08
bigframes

bigQuery

dataframe

pandas
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Generate synthetic data with BigQuery DataFrames and LLMs | Google Cloud Blog
manboubird 2025/06/08
syntheticDataGeneration

bigQuery

dataframe

googleCloudPlatform

pandas

humanInTheLoop

bigframe

llm

dataGenerator
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ãƒ†ãƒ¼ãƒ–ãƒ«ãƒ‡ãƒ¼ã‚¿ã‚’ Arrow ãƒ‡ãƒ¼ã‚¿å½¢å¼ã§ãƒ€ã‚¦ãƒ³ãƒãƒ¼ãƒ‰ã™ã‚‹ Â |Â BigQuery Â |Â Google Cloud Documentation
ãƒ†ãƒ¼ãƒ–ãƒ«ãƒ‡ãƒ¼ã‚¿ã‚’ Arrow ãƒ‡ãƒ¼ã‚¿å½¢å¼ã§ãƒ€ã‚¦ãƒ³ãƒãƒ¼ãƒ‰ã™ã‚‹ ã‚³ãƒ¬ã‚¯ã‚·ãƒ§ãƒ³ã§ã‚³ãƒ³ãƒ†ãƒ³ãƒ„ã‚’æ•´ç† å¿…è¦ã«å¿œã˜ã¦ã€ã‚³ãƒ³ãƒ†ãƒ³ãƒ„ã®ä¿å˜ã¨åˆ†é¡žã‚’è¡Œã„ã¾ã™ã€‚ ãƒ†ãƒ¼ãƒ–ãƒ«ãƒ‡ãƒ¼ã‚¿ã‚’ Arrow ãƒ‡ãƒ¼ã‚¿å½¢å¼ã§ãƒ€ã‚¦ãƒ³ãƒãƒ¼ãƒ‰ã—ã€ãƒ‡ãƒ¼ã‚¿ã‚’è¡Œã‚ªãƒ–ã‚¸ã‚§ã‚¯ãƒˆã«é€†ã‚·ãƒªã‚¢ãƒ«åŒ–ã—ã¾ã™ã€‚ ã‚‚ã£ã¨è¦‹ã‚‹ ã“ã®ã‚³ãƒ¼ãƒ‰ã‚µãƒ³ãƒ—ãƒ«ã‚’å«ã‚€è©³ç´°ãªãƒ‰ã‚ãƒ¥ãƒ¡ãƒ³ãƒˆã«ã¤ã„ã¦ã¯ã€ä»¥ä¸‹ã‚’ã”è¦§ãã ã•ã„ã€‚ BigQuery Storage API ã‚¯ãƒ©ã‚¤ã‚¢ãƒ³ãƒˆ ãƒ©ã‚¤ãƒ–ãƒ©ãƒª ã‚³ãƒ¼ãƒ‰ã‚µãƒ³ãƒ—ãƒ« Java ã“ã®ã‚µãƒ³ãƒ—ãƒ«ã‚’è©¦ã™å‰ã«ã€ã‚¯ãƒ©ã‚¤ã‚¢ãƒ³ãƒˆ ãƒ©ã‚¤ãƒ–ãƒ©ãƒªã‚’ä½¿ç”¨ã—ãŸ BigQuery ã‚¯ã‚¤ãƒƒã‚¯ã‚¹ã‚¿ãƒ¼ãƒˆã«ã‚ã‚‹ Java ã®è¨å®šæ‰‹é †ã‚’å®Œäº†ã—ã¦ãã ã•ã„ã€‚è©³ç´°ã«ã¤ã„ã¦ã¯ã€BigQuery Java API ã®ãƒªãƒ•ã‚¡ãƒ¬ãƒ³ã‚¹ ãƒ‰ã‚ãƒ¥ãƒ¡ãƒ³ãƒˆã‚’ã”è¦§ãã ã•ã„ã€‚ BigQuery ã«å¯¾ã™ã‚‹èªè¨¼ã‚’è¡Œã†ã«ã¯ã€ã‚¢ãƒ—ãƒªã‚±ãƒ¼ã‚·ãƒ§ãƒ³ã®ãƒ‡ãƒ•ã‚©ãƒ«ãƒˆèªè¨¼æƒ…å ±ã‚’è¨å®šã—ã¾ã™ã€‚è©³ç´°ã«ã¤ã„ã¦ã¯ã€ã‚¯ãƒ©ã‚¤ã‚¢ãƒ³ãƒˆ ãƒ©ã‚¤ãƒ–ãƒ©ãƒª
manboubird 2025/06/03
apacheArrow

bigQuery
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Announcing google-cloud-bigquery Version 1.17.0
TL;DRUpgrade to the latest google-cloud-bigquery and google-cloud-bigquery-storage packages to download query results to a DataFrame 4.5 times faster compared to the same method with version 1.16.0. If you aren't using the BigQuery Storage API yet, use it to download your query results 15 times faster compared to the BigQuery API. (31 times, if you donâ€™t mind using the default Arrow to pandas conv
manboubird 2025/06/03
bigQuery

apacheArrow
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Apache Arrowãƒ•ã‚©ãƒ¼ãƒžãƒƒãƒˆã¯ã©ã®ã‚ˆã†ã«ã‚¯ã‚¨ãƒªãƒ¼çµæžœã®è»¢é€ã‚’é«˜é€Ÿã«ã—ã¦ã„ã‚‹ã®ã‹
Published 10 Jan 2025 By Ian Cook, David Li, Matt Topol, Sutou Kouhei [è¨³] Translations åŽŸæ–‡ï¼ˆEnglishï¼‰ ã“ã®è¨˜äº‹ã¯ãƒ‡ãƒ¼ã‚¿ãƒ™ãƒ¼ã‚¹ã¨ã‚¯ã‚¨ãƒªãƒ¼ã‚¨ãƒ³ã‚¸ãƒ³é–“ã®ãƒ‡ãƒ¼ã‚¿äº¤æ›ãƒ•ã‚©ãƒ¼ãƒžãƒƒãƒˆã¨ã—ã¦ãªãœArrowãŒä½¿ã‚ã‚Œã¦ã„ã‚‹ã®ã‹ã¨ã„ã†è¬Žã‚’è§£ãã‚·ãƒªãƒ¼ã‚ºã®æœ€åˆã®è¨˜äº‹ã§ã™ã€‚ ã€Œã©ã†ã—ã¦ã“ã‚“ãªã«æ™‚é–“ãŒã‹ã‹ã‚‹ã®ï¼Ÿã€ ã“ã‚Œã¯ãƒ‡ãƒ¼ã‚¿ã‚’æ‰±ã£ã¦ã„ã‚‹äººãŒã‚¯ã‚¨ãƒªãƒ¼çµæžœã‚’å¾…ã£ã¦ã„ã‚‹é–“ã«ã‚ˆãè€ƒãˆã‚‹è³ªå•ã§ã™ã€‚ãŸãã•ã‚“ã®å›žç”ãŒè€ƒãˆã‚‰ã‚Œã¾ã™ã€‚ã‚‚ã—ã‹ã—ãŸã‚‰ã€ãƒ‡ãƒ¼ã‚¿ã‚½ãƒ¼ã‚¹ãŒé©åˆ‡ã«ãƒ‘ãƒ¼ãƒ†ã‚£ã‚·ãƒ§ãƒ‹ãƒ³ã‚°ã•ã‚Œã¦ã„ãªã„ã‹ã‚‚ã—ã‚Œã¾ã›ã‚“ã€‚ã‚‚ã—ã‹ã—ãŸã‚‰ã€SaaSã®ãƒ‡ãƒ¼ã‚¿ã‚¦ã‚§ã‚¢ãƒã‚¦ã‚¹ã®ãƒªã‚½ãƒ¼ã‚¹ãŒè¶³ã‚Šãªã„ã®ã‹ã‚‚ã—ã‚Œã¾ã›ã‚“ã€‚ã‚‚ã—ã‹ã—ãŸã‚‰ã€ã‚¯ã‚¨ãƒªãƒ¼ã‚ªãƒ—ãƒ†ã‚£ãƒžã‚¤ã‚¶ãƒ¼ãŒSQLæ–‡ã‚’åŠ¹çŽ‡çš„ãªå®Ÿè¡Œè¨ˆç”»ã«è½ã¨ã—è¾¼ã‚ãªã‹ã£ãŸã®ã‹ã‚‚ã—ã‚Œã¾ã›ã‚“ã€‚ ã—ã‹ã—ã€é©šãã»ã©å¤šãã®å ´åˆã€ã‚¯ã‚¨ãƒªçµæžœã‚’ã‚¯ãƒ©ã‚¤
manboubird 2025/06/03
apacheArrow

bigQuery
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manboubird 2025/03/30
postgres

bigQuery

Security
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