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Tokyo dbt Meetup #19
Tokyo dbt Meetup #19
dbtは「書く」から「動かす」へ
現場で進む dbt運用の次のフェーズ
***
Tokyo dbt Meetup は、
データを扱うすべての人が参加できるネットワーキングイベントです。
dbt の経験共有を中心に、
アナリティクスエンジニアリング、データ基盤、モデリング、テスト、
そして 運用・自動化・ツール化・チーム設計 に至るまで、
現場に根ざした幅広いテーマを扱っています。
***
️ 今回の Meetup について
dbt は多くの現場で「SQLを書いてモデルを作るツール」として定着しました。
一方で、利用が進むにつれ、次のようなテーマがより重要になってきています。
・dbt をどう実行し、どう制御するか
・本番データやスキーマ変更にどう耐えるか
・テストや権限設計をどう組み込むか
・CLI・自動化・Agent など、dbtの外側をどう作るか
今回の Meetup では、
「dbtを“書く”フェーズから、
“動かし”“守り”“進化させる”フェーズへ」
という視点から、
日本の現場で実際に行われている dbt運用の実践知 を共有します。
***
️ イベント内容
今回は **パネルディスカッションではなく、**
**各登壇者による LT(ライトニングトーク)形式** で進行します。
それぞれの登壇者が、
・dbtをどう運用しているか
・どこで悩み、どう工夫しているか
・「書いた先」で直面した課題と選択
といったテーマを中心に、**現場で得られた学びや知見** をコンパクトに共有します。
***
LT 登壇者
**古田 裕規 / 株式会社ミツモア / Data Group Manager**
「データエンジニア AI Agentを作ったらdbtのありがたみが増した」(仮)
**しめにゃん / 株式会社ナレッジワーク / ソフトウェアエンジニア**
「アプリ開発チームがDBのメタデータを書く。それをデータマートまで持ち込む。全てを自動化したい!→しました」(仮)
**高橋 裕人 / 株式会社ナウキャスト / データエンジニア**
dbtを『なんとなく動かす』を卒業する 〜クエリログから紐解くdbt-coreの実態とDWH側での制御〜
**よしけん / コミューン株式会社 / シニアデータエンジニア**
「DB取り込みの省力化と、複数プロダクトをまたぐdbt連携の実践」
※ タイトルは変更となる場合があります
***
タイムスケジュール
18:30 開場
19:00 開始
(複数名によるLTと懇親会を予定)
21:30頃 終了予定
※ 内容・構成は決まり次第、随時更新します
***
会場
DATUM STUDIO株式会社
〒153-0064
東京都目黒区下目黒1-8-1
目黒アルコタワー 16F
※ ハイブリッド開催予定(オンライン配信あり)
**オフライン参加について**
オフライン参加者につきましては、DATUM STUDIO株式会社のオフィスへ入室するため、受付システム(Envoy)への事前登録が必要となります。
その際、個人情報(氏名・メールアドレス)が必要となるため、参加申し込みの際にご利用いただいた情報を使用させていただきます。
なお、QRコード読み取り時に個人情報取得の同意書にサインをお願いします。
本フォームにてお預かりした個人情報は、以下の目的でDATUM STUDIO株式会社にて利用させていただきます。
**個人情報の利用目的**
イベント会場となるDATUM STUDIO株式会社オフィスの入退場時に関する履歴を把握するため
**取得する個人情報項目**
・氏名
・メールアドレス
・所属企業名
※イベント開催の2日前を目途に、受付システム(Envoy)より入館登録に関するメールが届きます。
DATUM STUDIO株式会社からのご案内となりますので、あらかじめご確認をお願いいたします。
**個人情報に関する管理者の氏名、所属及び連絡先**
DATUM STUDIO株式会社
プライバシーポリシー:https://datumstudio.jp/privacy-policy/
代表者:代表取締役社長 武智 壮平
個人情報保護管理者 : データマネジメント部 部長 菊池 昭夫
所在地:東京都目黒区下目黒1-8-1 目黒アルコタワー16F
***
オンライン配信
Zoom を予定しています(準備中)。
***
参加にあたっての注意事項
・体調が優れない方、発熱のある方は参加をご遠慮ください
・人種、信条、性別、政治的背景、経済的状況、社会的関係性に関わらず、
すべての参加者を尊重します
・嫌がらせ、差別、軽蔑等のハラスメント行為を認めません
・不適切な行為を見かけた場合は、スタッフまでご連絡ください
イベントの様子を撮影し、
今後のイベント告知、Web、SNS等に使用する場合があります。
主催者・会場提供者が不適切と判断した行為があった場合、
参加者は速やかに退場することに同意したものとみなします。
***
コミュニティ参加のご案内
➡️ dbt Slack コミュニティ
[https://www.getdbt.com/community/](https://www.getdbt.com/community/)
最高の Meetup 体験のために、
dbt Slack の #local-tokyo チャンネルへの参加をおすすめします。
[https://slack.getdbt.com/](https://slack.getdbt.com/)
***
ℹ️ dbt について
dbt は、SQL を使ってデータ変換を行うオープンソースのコマンドラインツールです。
変換ロジックの記述から、テスト、ドキュメント化、展開まで、分析エンジニアリングのワークフロー全体を管理できます。
詳細はこちら
[https://www.getdbt.com/](https://www.getdbt.com/)
TOEIC900取って転職・起業!
まずはTOEIC900点を取って、グーグルやアップルなどの高収入で技術が身に付き、自由な環境で働ける企業に転職を目指しましょう。その上で海外勤務や起業、留学、移住などを目指してみたいです。
講師はTOEIC960点、英検/簿記1級を取り地味な日本のスーパーからインテルUSA、アップルジャパン(管理職)に転職を成功させたわらしべ成金さんです。外資を卒業してからはアップルのストックオプションで一人起業をして、英語を軸にIT事業を50名規模までに広げました。そんな「わらしべ術」なども共有できれば光栄です。
【費用】
既にWeLearnのメンバーの方は無料です。
初めての方はメンバーになって頂ければ1週間すべての語学授業が無料で受けられます。(登録はこちら [here](https://community.welearn.co.jp/ja))。キャンセルはいつでも可能です。
今回だけ受けたい方は当日千円とドリンク代になります。
【公式ラインアカウント】 → 友達登録お願いします。 [ [https://lin.ee/q0qHhDS](https://lin.ee/q0qHhDS) ]
宜しくお待ちしております。
Ukulele Club
Ukulele Club is a fun group for all ages and skill levels! There is no teacher, but we all help teach each other. Think of songs you would like to learn, and we can learn them together.
If you don't have an ukulele, we have extra ukuleles
When: *almost* Every Saturday, 10am-11:30am
Admission: food/drink order
Adventure Events Near You
Connect with your local Adventure community
An Immense World
This meeting will be an open discussion about the book "an Immense World" by Ed Yong
The Fisherman by John Langan
Join us for The Fisherman by John Langan.
In upstate New York, in the woods around Woodstock, Dutchman's Creek flows out of the Ashokan Reservoir.
Steep-banked, fast-moving, it offers the promise of fine fishing, and of something more, a possibility too fantastic to be true. When Abe and Dan, two widowers who have found solace in each other's company and a shared passion for fishing, hear rumors of the Creek, and what might be found there, the remedy to both their losses, they dismiss it as just another fish story. Soon, though, the men find themselves drawn into a tale as deep and old as the Reservoir. It's a tale of dark pacts, of long-buried secrets, and of a mysterious figure known as Der Fisher: the Fisherman. It will bring Abe and Dan face to face with all that they have lost, and with the price they must pay to regain it.
COUNT Discussion Meeting: Topic: Current Events
We may pick a specific topic and post in advance or may discuss current events and various ad hoc topics . We would love to spend time hanging out and getting to know one another.
Atheist, agnostics, other non-theists, and atheist-friendly people are welcome to join us.
Note: COUNT operates a Facebook page at www.facebook.com/groups/COUNT.discussions (http://www.facebook.com/groups/COUNT.discussions/) to promote discussions among members and visitors.
In Person Event: The Secrets to Mental Health
Mental Health, how do you understand it? How can you improve it?
How do you get rid of stress, anxiety and uncertainty? These emotions are buried deep in your reactive mind. Find out what the reactive mind is, and in the process find yourself.
Have you ever suffered from a traumatic experience, a deep loss or been through a painful breakup? Has your ability to communicate suffered as a result? And after that, even though you "moved on" did you find that things were never quite the same? Have you ever looked at childhood photos, or reminisced your early life and wondered where that happiness and spark went?
Are your emotions out of your own control? Have you ever felt, even if you aren’t aware of it, that possibly you are getting in your own way of your happiness and success? How does this affect your self-confidence?
Find out what is at the root of all stress, anxiety, depression and self-doubt. Find out how and why you hold yourself back from achieving your goals and having the life you have dreamed of. As soon as you learn what is at the root of these unwanted conditions, you’ll see it is something you can DO something about. You will not be labeled or categorized at this MeetUp.
This group is hosted by the Dianetics and Scientology Life Improvement Center of Central Ohio.
Rhino Barn Tour @ The Wilds
**Summary**
For this event, we will do the [Rhino Barn Tour](https://www.thewilds.org/rhino-barn-tour) at [The Wilds](https://www.thewilds.org/), a ten-thousand acre conservation center in Muskingum County. It is the largest such center in North America and one of the largest in the entire world.
During this tour, we'll visit The Wilds' rhino herd in their state-of-the-art heated barns and learn how The Wilds' animal management team takes care of one of the largest herds of rhinos outside of Africa and Asia.
**The date and time of this tour**
We will be doing the 1:00 p.m. [Rhino Barn Tour](https://www.thewilds.org/rhino-barn-tour) on Saturday, February 28. The tour is scheduled to last 90 minutes.
**What you need to do to attend**
Signing up here on Meetup will not get you into The Wilds for the tour. You must go out to The Wilds' [website](https://www.thewilds.org/) and [buy a ticket](https://www.thewilds.org/rhino-barn-tour).
Please [purchase your ticket](https://www.thewilds.org/rhino-barn-tour), then sign up here on Meetup so I know how many to expect.
**Attendance cap**
There are only eight total slots/tickets available for this tour. As I obviously have already bought one of the tickets, that leaves seven spaces for everyone else.
If you are interested in this event, I urge you to [buy a ticket](https://www.thewilds.org/rhino-barn-tour) at The Wilds' website as soon as possible. Since their website is obviously public, nothing prevents other people having nothing to do with *GOhio!* from buying their own tickets, thereby potentially taking an available slot away from you.
**Additional notes on attendance**
I have now run several events at The Wilds. While the location of The Wilds and the pricing of the tickets generally leads to small turnouts, the people who have gone have all enjoyed it and were glad they went.
If you've never been to The Wilds and you like zoos or animals at all, you are likely to find any tour at The Wilds to be a rewarding experience.
**Tickets and pricing**
[Tickets](https://www.thewilds.org/rhino-barn-tour) for this tour are $95, or $76 if you're a Wilds' member. I've posted screen shots, below, to help you be sure you're buying tickets for the correct event.
Wilds' memberships pay for themselves if you go to The Wilds at least twice a year, and [Columbus Zoo members](https://www.columbuszoo.org/membership) get a discount on memberships to The Wilds. I will always run at least two events a year at The Wilds.
Tickets for all Wilds' tours must be purchased at least 24 hours in advance of the actual tour.
**Cancellations and refunds**
Per The Wilds' [Cancellation Policy](https://www.thewilds.org/policies): *In order to be eligible for refund and accrue no rescheduling fees, cancellations must be made at least 14 days in advance of reservation. Cancellations made within 14 days of reservation will not receive a refund.*
You may [contact The Wilds](https://www.thewilds.org/contact) at (740) 638-5030 between 10 a.m. and 4 p.m., or you can email them at information@thewilds.org.
**Waiver of liability**
After you purchase your ticket, you will likely be asked to fill out a waiver of liability. This is a very short document and should take you no more than two minutes to complete.
**Where we'll meet**
We will meet at The Wilds, whose actual address is [14000 International Rd, Cumberland, OH 43732](https://www.google.com/maps/place/14000+International+Rd,+Cumberland,+OH+43732/data=!4m2!3m1!1s0x8837dae07a595557:0xa1ceca93325a8bd1?sa=X&ved=1t:242&ictx=111).
Please try to be there by 12:30 p.m. For most Wilds' tours, a shuttle bus will take you to the actual spot of the tour. So think of this as though you're going to the airport to catch a flight. It helps to be on time.
The Wilds generally asks that people arrive at least thirty minutes because the scheduled start time of their tour.
**GPS / Getting to The Wilds**
The Wilds is in a very rural area, but I've never had a problem getting there with my GPS (I have Verizon). I've also uploaded a JPG map, below, of Muskingum County.
Sometimes, though, it's hard to get a signal when you're at The Wilds and getting ready to leave. So you might want to consider downloading an offline map in Google Maps. Your cell phone should pick up a signal, however, within a few minutes after you leave.
The Wilds' Visitor Center does have free Wi-Fi.
**Carpooling?**
If you want to carpool, I recommend discussing this in the comments, below, to this event. While I don't myself carpool, I will do what I can to help you arrange something if I can.
**The weather**
Dress for the weather. Just because the barn is heated doesn't mean it will be warm. And wear closed-toed shoes.
Wilds' tours typically run no matter what the weather is.
**After the tour**
Once we're done with the rhinos, we'll head over to the very highly rated [Y-Bridge Brewing Company](https://ybridgebrewing.com/). The brewery is about thirty minutes from The Wilds, and it will be on the way back to Columbus for most, if not all, of us. The brewery's actual address is [1417 Linden Ave Ste D, Zanesville, OH 43701](https://www.google.com/maps/place/1417+Linden+Ave+d,+Zanesville,+OH+43701/data=!4m2!3m1!1s0x8837edd6cc50824f:0xe3a0af1ccb2aefbf?sa=X&ved=1t:242&ictx=111).
Y-Bridge Brewing does not serve food; however, they have several [food options](https://ybridgebrewing.com/food-options). I encourage you to check these out ahead of time on their website for yourself. However, here are a few of them:
*Within walking distance -- 120 feet away*
* [Angry Bull Saloon](https://www.facebook.com/AngryBullSaloonZanesville/) (pizza & subs)
* The Corner Pub Sports Bar and Grill (classic bar food)
*Delivery options -- [Door Dash](https://www.doordash.com/)*
* [4 Star Pizza](https://fourstarpizza.com/), (740) 452-9300
* [Donatos](https://www.donatos.com/), (740) 452-7900
* [Pizza Cottage](https://www.pizza-cottage.com/), (740) 455-6000
* [Dominos](https://www.dominos.com/), (740) 455-3126
* [Papa John's](https://www.papajohns.com/), (740) 450-4100
If you live in the area or can't make The Wilds but still want to meet us at the brewery, that's fine too.



















