Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
RubyData Current and Future
Search
Kenta Murata
November 17, 2018
Technology
1
3.3k
RubyData Current and Future
in RubyData Tokyo Meetup 2018
Kenta Murata
November 17, 2018
Tweet
Share
More Decks by Kenta Murata
See All by Kenta Murata
Calling Julia functions from Streamlit applications
mrkn
1
150
Red Data Tools で切り開く Ruby の未来
mrkn
2
890
Method-based JIT compilation by transpiling to Julia
mrkn
0
5.9k
Apache Arrow C++ Datasets
mrkn
4
1.3k
Reducing ActiveRecord memory consumption using Apache Arrow
mrkn
0
1.5k
RubyData and Rails
mrkn
0
2.8k
Tensor and Arrow
mrkn
0
760
Julia の FFI
mrkn
0
1k
Deep Learning Programming on Ruby
mrkn
1
10k
Other Decks in Technology
See All in Technology
Oracle Base Database Service 技術詳細
oracle4engineer
PRO
4
34k
JaSST_Tokyo経験発表_20240313.pdf
ktanizaki
0
190
庁舎DX推進事例集
senryakuka
0
1.5k
[AWS Expert Online for JAWS-UG]AWS SAW を使ったトラブルシューティング効率化のススメ
furuton
0
160
なんでもかんでもコンテナ化すればいいってもんでもないけど なんでもかんでもコンテナ化したらスッキリしました
saramune
1
160
イベント駆動コンテンツ (a.k.a Webアプリケーションの効率を再定義するBEAR.Sundayの分散キャッシングフレームワーク)
koriym
4
1.6k
SmartHR プロダクトエンジニア求人ガイド 2024上期
smarthr
0
130
SREのキャリア、 あるいは生態 / #ya8
cohalz
10
1k
調整さんの調整結果をカレンダーへ登録するGPTsを作った話
hrsano645
1
160
本気でプロダクトに向き合うCTOになるために必要な事 (技育祭2024春)
mosa_siru
31
11k
App Runnerでパラメーターストアの値を使ってみた
miura55
0
230
滑空スポーツ講習会2023 航空安全講習会 第4回 日常整備に役立ちそうな雑情報 / JSA Safety Seminar 2023 glider maintenance
jsaseminar
0
100
Featured
See All Featured
KATA
mclloyd
14
11k
Designing Experiences People Love
moore
135
23k
Building Better People: How to give real-time feedback that sticks.
wjessup
350
18k
Adopting Sorbet at Scale
ufuk
66
8.5k
Distributed Sagas: A Protocol for Coordinating Microservices
caitiem20
319
20k
Testing 201, or: Great Expectations
jmmastey
27
6.3k
Let's Do A Bunch of Simple Stuff to Make Websites Faster
chriscoyier
501
140k
ピンチをチャンスに:未来をつくるプロダクトロードマップ #pmconf2020
aki_iinuma
67
38k
Agile that works and the tools we love
rasmusluckow
323
20k
Visualizing Your Data: Incorporating Mongo into Loggly Infrastructure
mongodb
34
8.8k
Dealing with People You Can't Stand - Big Design 2015
cassininazir
355
22k
Reflections from 52 weeks, 52 projects
jeffersonlam
343
19k
Transcript
3VCZ%BUB $VSSFOUBOE'VUVSF ,FOUB.VSBUB 4QFFF*OD RubyData Tokyo Meetup 2018
RubyData Tokyo Meetup 2018 TFMGJOUSPEVDUJPO ˖ ,FOUB.VSBUB ˖ 'VMMUJNF3VCZDPNNJUUFSBU4QFFF*OD ˖
TFMGHFNT ˖ QZDBMMSC NYOFUSC FOVNFSBCMFTUBUJTUJDT CJHEFDJNBM ˖ *OUFSFTUFEJO ˖ "QBDIF"SSPX +VMJB FUD ˖ )PCCZ ˖ .BUIFNBUJDT 1IZTJDT $BNFSB FUD
RubyData Tokyo Meetup 2018 3VCZךر٦ة؟؎ؒ ٝأ㼎䘔ך植朐
RubyData Tokyo Meetup 2018 ת׆כ植㹋ך然钠ַ
RubyData Tokyo Meetup 2018 תر٦ة؟؎ؒٝأד⢪ ִ״ֲחכזגזְ
RubyData Tokyo Meetup 2018 דծ䎃ַ嫰ץהծ 䋞劄ָהג㢳ֻג嚂׃ְ
RubyData Tokyo Meetup 2018 䎃כ猘ָ3VCZדر٦ة؟ ؎ؒٝأׅך麣Ⱗ⡲ 㨣䎃
RubyData Tokyo Meetup 2018 䎃⟃ ˖ 䎃➿/"SSBZ 〢ְ倯 ծHOVQMPUךٓحػ٦זו ˖
䎃갦4DJ3VCZ /.BUSJYזו ˖ 䎃갦/VNP/"SSBZך涪ָ㨣ת
RubyData Tokyo Meetup 2018 䎃ך朐屣 ˖ 猘ָ歗⫷鍑匿ך➬✲ד堣唒㷕统ٌرٕ⡲ֿהח ˖ 1ZUIPOד1*-ծTDJLJUMFBSOծ$IBJOFS⢪גדֹ ״ֲז➬✲
˖ ך儗挿ד3VCZ欽ך堣唒㷕统ٓ؎ـٓٔ涸זךכ䎗 א㶷㖈׃ָծתהח⢪ִךכ搀ַ ˖ 歗⫷乼⡲ׅךٓ؎ـٓٔ3.BHJDLְֻ׃ַ 搀ֻծ1*-ה嫰ץה䪔ְחְֻ
RubyData Tokyo Meetup 2018 3VCZךر٦ة؟؎ؒ ٝأ㼎䘔ך㼛勻⫷
RubyData Tokyo Meetup 2018 ➙䖓3VCZד㨣תג妜׃ְֿה ˖ "QBDIF"SSPXך涪פך⸇ה䘔欽 ˖ 1MVSFTך涪פך⸇ ˖
3VCZ欽خ٦ٕ㟓װׅ ˖ 3VCZ荈⡤ך何葺
RubyData Tokyo Meetup 2018 "QBDIF"SSPXהכ ˖ 邌䕎䒭ךر٦ة ر٦ةؿٖ٦ي 䪔ֲךٓ؎ـٓ ٔ
˖ 鎉铂⚥甧ח涪ׁגְ ˖ 鑫׃ֻכ갭谏ׁךز٦ؙד
RubyData Tokyo Meetup 2018 "QBDIF"SSPXה3VCZךꟼ⤘ ˖ 植㖈ך"QBDIF"SSPXכ⚺חر٦ةך⸬桦涸ז❛䳔דⵃ 欽דֹ ˖ "QBDIF"SSPXך涪ָ鹌ה㴍׃ְֿה
˖ ر٦ةؿٖ٦ي乼⡲ָ♧鸐䲧ֲה"SSPXEBSVך غحؙؒٝسחדֹגծ3VCZדQBOEBTך״ֲח⢪ ִر٦ةؿٖ٦يָ䩛חⰅ ˖ ر٦ة❛䳔ך堣腉ֽד䘔欽ך〳腉䚍כ֮
RubyData Tokyo Meetup 2018 "QBDIF"SSPXך䘔欽⢽ "DUJWF3FDPSEד "QBDIF"SSPX⢪ֲ
RubyData Tokyo Meetup 2018 "3ה"SSPXךꟼ⤘ ˖ "33FTVMUכ3%#ח䫎־ؙؒٔך穠卓דծر٦ة圓鸡 כ邌䕎䒭ד֮ ˖ "33FTVMUך㹋⡤"SSPX5BCMFחדֹלծ㢳ֻך
؝٦س"SSPX5BCMFך堣腉ד縧ֹ䳔ִ〳腉ד֮ ˖ QMVDL⢽חծך〳腉䚍鋅ג״ֲ
RubyData Tokyo Meetup 2018
QMVDLך㹋⡤
RubyData Tokyo Meetup 2018 ך㹋⡤ך㜥さ ך㹋⡤
QMVDLך㹋鄲 →columns →rows
RubyData Tokyo Meetup 2018 "33FMBUJPOך㹋⡤ָ "SSPX5BCMFחז ˖ MJCNZTRMך3FTVMUַ"SSPX5BCMFפך㢌䳔כ$ד넝鸞ח 㹋鄲דֹ ˖
㼛勻涸חכMJCNZTRMָ湫䱸"SSPX5BCMF⡲״ֲחז ַ׃זְ ˖ "33FTVMU⡲הֹח穠卓ꂁח㢌䳔ׅ䗳銲ָזְ ˖ 㘗ךٍؗأزָ♶銲דծ"SSPX5BCMFUP@Bㄎעֽד葺ְ ˖ ٕ٦فהꂁ欰䧭ָ幾ךדծ$16הًٌٔך⢪欽ָ幾
RubyData Tokyo Meetup 2018 3VCZה"SSPXךꟼ⤘ ˖ "SSPXָ䕵ח甧א걄㚖ָر٦ة؟؎ؒٝأֽדכזְ ֿהָⴓַ ˖ "SSPXך堣腉ָ㟓ִֿהד3VCZדדֹֿהָ㟓ִ
ֽדזֻծ3VCZך傀㶷ךخ٦ٕך䚍腉תד葺ֻז ˖ 3VCZך㼛勻חהג"SSPXכהגꅾ銲ד֮
RubyData Tokyo Meetup 2018 1MVSFTהכ ˖ 侧⦼ꂁ乼⡲ךךٓ؎ـٓٔ ˖ "SSPXך״ֲח鎉铂⚥甧ח涪ׁגְ ˖
鑫׃ֻכ4BNFFSךز٦ؙד
RubyData Tokyo Meetup 2018 1MVSFTך涪פך⸇ ˖ 1MVSFTךHPPEQPJOUT ˖ ׅדח(16ח㼎䘔׃גְ ˖
荈ⴓ 3VCZJTUT ֽד갹䓸זֻג葺ְ ˖ "SSPXך״ֲח➭ך鎉铂הر٦ةװה׃װְׅ ˖ 倜׃ֻ⡲خ٦ٕכ涺1MVSFT䲿ח⡲ה葺ְךָծ 1MVSFTכתFYQFSJNFOUBMQIBTFד֮ ˖ כװֻ㹋欽媮ꥡחז״ֲח3VCZ歲ַ1MVSFT劤⡤ך涪ח Ⰵׅ➂㟓װ׃ְ
RubyData Tokyo Meetup 2018 3VCZ欽خ٦ٕ㟓װׅ ˖ 䎃ך⹛ֹ ˖ $VNPך涪ָ鹌ד3FE$IBJOFSָ(16ד⹛ְ
˖ NFOPISVCZָٔٔ٦أׁג0//9䕎䒭ךٌرٕד 䱿锷דֹ״ֲחז ˖ (4P$דSVCZQMPUך涪ָ㨣ת
RubyData Tokyo Meetup 2018 3VCZ欽خ٦ٕ㟓װׅ ˖ 䎃ח劍䖉׃ְֿה ˖ 3VCZ(SBOUךفٗآؙؑز ˖
$IBSUZ 猱鸞ׁ ˖ 3VCZ.BSLEPXO 銮㿊ׁ銮歊ׁ ˖ TDJLJUMFBSOך״ֲז堣唒㷕统ٓ؎ـָٓٔ妜׃ְ ˖ 荈ⴓָ妜׃ְך⡲➂ָוו㟓ִג妜׃ְ
RubyData Tokyo Meetup 2018 ⡲➂㟓װׅ鑐 ˖ 3FE%BUB5PPMT匌❨ى٦ز،حف ˖ 嫣剢4QFFFٓؐٝآ ֿֿדׅ
ד⪵ׁגְ ˖ 3VCZ,BJHJ ˖ 갭谏ָׁ؝٦س䥪鋵⠓⪵׃ ˖ 3VCZ,BJHJ ˖ 3VCZ%BUBך8PSLTIPQך単ד؝٦س䥪鋵⠓װ✮㹀
RubyData Tokyo Meetup 2018 3VCZ荈⡤ך何葺 ˖ ٔا٦أ盖椚 ˖ ''* ˖
+*5
RubyData Tokyo Meetup 2018 ٔا٦أ盖椚 ˖ 3VCZדכٔا٦أ盖椚כ($⟣ׇ ˖ .BSL4XFFQ($דכٔا٦أ鍑佝ة؎ىؚٝך稢ְַ ⵖ䖴ָꨇ׃ְ
˖ ⢽(16ًٌٔ♶銲חזة؎ىؚٝדּׅח鍑 佝׃ְ ˖ /4"VUP3FMFBTF1PPMך״ֲז➬穈ָ妜׃ְ
RubyData Tokyo Meetup 2018 ''* ˖ 'JEEMFך何葺 ˖ %SBHPO''*פך㼎䘔 ˖
鎉铂ـٔحآ
RubyData Tokyo Meetup 2018 'JEEMFך何葺 ˖ 'JEEMFה⤑ⵃחׅ ˖ SVCZח䒷鷌׃גְְ ''*ٖ؎َ٦窟♧ׅ
˖ 'JEEMFח$"1*欰װ׃גծ䭁䓸ٓ؎ـַٓٔ'JEEMF ך堣腉״ֲדֹ״ֲח׃ְ ˖ ⢽$ךه؎ٝةכ'JEEMF1PJOUFSؔـآؙؑزד⺪ ד䪔ֲהְֲ➬穈ד窟♧ׅ
RubyData Tokyo Meetup 2018 %SBHPO''* ˖ %SBHPO''*כ''*ךٖ؎َ--7.ד+*5؝ٝػ؎ٕׅ ֿהד넝鸞ז''*㹋植׃גְ ˖ %SBHPO''*ך3VCZָ֮ה넝鸞זغ؎ٝر؍ؚٝ⡲
װֻׅז ˖ 'JEEMF✼䳔"1*ׇלծ'JEEMFך縧ֹ䳔ִה׃ג ⢪ִ״ֲחזג⤑ⵃ
RubyData Tokyo Meetup 2018 鎉铂ـٔحآ ˖ 1ZUIPO⟃㢩ךꅾ銲ז鎉铂הךـٔحآ妜׃ְ ˖ +VMJBכ猘ָתח⡲גְָծ♧➂דכזַזַ鹌䯴׃זְ ךד⟗ָק׃ְ
˖ 3הַ4DBMB 4QBSL הַ铩ַװגק׃ְ ˖ (SBBM7.♳ד5SVF3VCZה'BTU3אז־➬穈⡲ ג➂כְ IUUQTHJUIVCDPNSCPUBGPHPHBMBB[ ˖ 猘כ$3VCZדװְ
RubyData Tokyo Meetup 2018 +*5 ˖ 3VCZך+*5ך剑剣⸂⦪酡כ.+*5 ˖ .+*5כًاحسךㄏ⟀$؝٦سח㢌䳔׃ג$؝ٝػ ؎ٓד؝ٝػ؎ٕׅ
˖ 植㖈כㄏ⟀ך㹋⡤ד֮$؝٦سח縧䳔ֽׅ ˖ 'MPBU ָWBEETEㄏ⟀ח縧ֹ䳔ֽדכזְ ˖ .+*5הכ殯ז倯ぢ䚍䭯א+*5妜׃ְ
RubyData Tokyo Meetup 2018 +VTUJEFB ˖ 3VCZַ鷄⸇ׁ3VCZ7."45崞欽׃ג如ך״ֲז ➬穈ָ⡲ֲ ˖ /6.#"ٓ؎ؙז--7.欽ְ+*5؝ٝػ؎ٓ
˖ ًاحسװـٗحؙך劤⡤+VMJBח㢌䳔׃ג׃תֲֿהדծ +*5؝ٝػ؎ٕ+VMJBח⟣ׇ ˖ --7.זופך⣛㶷+VMJBח⚵䫎־דֹ ˖ +VMJBפך㢌䳔ך➬穈כSFNPSFWJSUVBM@NPEVMFהְֲ ⢽ָ罋חז
RubyData Tokyo Meetup 2018 ➙䖓3VCZד㨣תג妜׃ְֿה ˖ "QBDIF"SSPXך涪פך⸇ה䘔欽 ˖ 1MVSFTך涪פך⸇ ˖
3VCZ欽خ٦ٕ㟓װׅ ˖ 3VCZ荈⡤ך何葺
RubyData Tokyo Meetup 2018 鸬窃䩛媮 ˖ 4DJ3VCZTMBDL ˖ IUUQCJUMZKPJOTDJSVCZTMBDL ˖
3FE%BUB5PPMTHJUUFS ˖ IUUQTHJUUFSJNSFEEBUBUPPMTKB