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ブロックチェーン概論 / Introduction to Blockchain
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Kenji Saito
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October 16, 2023
Technology
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ブロックチェーン概論 / Introduction to Blockchain
2023年10月16日(月)、慶應義塾大学大学院メディアデザイン研究科「サービスデザインプロジェクト B」2023秋で使用したスライドです。
Kenji Saito
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October 16, 2023
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Transcript
generated by Stable Diffusion XL v1.0 B 2023 1 (
) B 2023 — 1 — 2023-10-16 – p.1/63
https://speakerdeck.com/ks91 ( ) ( ) Discord Discord ( / /
) Zoom URL ( ) B 2023 — 1 — 2023-10-16 – p.2/63
( ) SFC ( ) CSO (Chief Science Officer) 1993
( ) 2006 ( ) SFC 23 P2P (Peer-to-Peer) 2011 ( ) 2018 2019 VR 2021.9 & VR 2022.3 2023 AI VR&RPG 2023.5 “Don’t Be So Serious” VOXEL 2023.7 DAZE 2023 In Maker Faire Tokyo 2023 → ( ) B 2023 — 1 — 2023-10-16 – p.3/63
2 Maker Faire Tokyo 2023 G : ChatGPT (model 3.5)
Stable Diffusion / Midjourney 6 GPT-4 RPG 3 : ( ) GPT-4 Minecraft BE GPT-4 MAKER VISITOR MAKER B 2023 — 1 — 2023-10-16 – p.4/63
. . . ( ) 2018 1 2 2018 OK
Google, Google ( ) Python ( ) ∈ Alexa, B 2023 — 1 — 2023-10-16 – p.5/63
Alexa, ত࣌ ੈلޙ ࣾձγεςϜ ࣾձڥ ػց ٕज़ ਓؒ ࣗಈγεςϜ ྩ࣌
ੈلલ ిؾ͚ͭͯ ͍ ͍ ిؾ͚ͭͯ ͜ͷ݅ͷͱ͖ ٕज़Ͱ͋Γࣾձڥˠࣗવڥ ਓ ⇒ ( ) Web3 B 2023 — 1 — 2023-10-16 – p.6/63
— ( ) ( ) “FinTech — Financial Innovation and
the Internet” ( ) ( ) ( ) B — (2020 ∼) ( ) → ( ) https://speakerdeck.com/ks91 B 2023 — 1 — 2023-10-16 – p.7/63
( ) (1) 2020 9 60 (2020) : ( )
. . . = ( ) ( ) GitHub Copilot (AI ) ChatGPT B 2023 — 1 — 2023-10-16 – p.8/63
( ) (2) (2020) : ( ) ( = ×
) . . . B 2023 — 1 — 2023-10-16 – p.9/63
( ) Python 3 Ethereum B 2023 — 1 —
2023-10-16 – p.10/63
B 2023 — 1 — 2023-10-16 – p.11/63
(1/2) — World Wide Web COVID-19 2020 1990 World Wide
Web (← ) End-to-End ( ) ( ) ( ) End-to-End ( ) 2008 B 2023 — 1 — 2023-10-16 – p.12/63
(2/2) — ( web3 ) B 2023 — 1 —
2023-10-16 – p.13/63
← Python Flask (Python ) Ethereum Brownie (Python Ethereum )
BBc-2 ( ) B 2023 — 1 — 2023-10-16 – p.14/63
( 2 ) ( ) Discord miro Discord miro (
) ( : ) . . . : ( ) : DApp ( ) B 2023 — 1 — 2023-10-16 – p.15/63
( ) 25% 25% 20% 30% ( ) B 2023
— 1 — 2023-10-16 – p.16/63
( ) 1 10 16 • 2 10 23 3
10 30 1 4 11 6 2 5 11 13 1 6 11 20 2 7 11 27 8 12 4 Discord B 2023 — 1 — 2023-10-16 – p.17/63
1. 2. Ethereum 3. ↑ B 2023 — 1 —
2023-10-16 – p.18/63
/ STAND ALONE COMPLEX Yes. B 2023 — 1 —
2023-10-16 – p.19/63
( ) ੪౻ 0DVMVT2VFTU खݩͷΩʔϘʔυ ࣮ߦ )%.* #MVFUPPUI #MVFUPPUI खݩͷτϥοΫϘʔϧ
.BD1SP ͷલͷσΟεϓϨΠ എޙͷ..BD#PPL"JS "QQMF 3FNPUF%FTLUPQ 0DVMVT 3FNPUF%FTLUPQ )PSJ[PO8PSLSPPNT VT2VFTU MacBook Air B 2023 — 1 — 2023-10-16 – p.20/63
1. B 2023 — 1 — 2023-10-16 – p.21/63
ެ։ா ެ։Ͱͳ͚ΕͳΒͳ͍ ʜ ຊਓ ɾૹۚه ɾίʔυ ɾσʔλͷมԽ ɾ࣮ߦϩά ݕӾͰ͖Δୈࡾऀ ͜Εɺ
ه͍ͨ͠Μ͚ͩͲ ͋ͳͨ ॻ͍ͨΒμϝ ͜ͷ༰ ॻ͍ͨΒμϝ ॻ͍ͪΌͬͨͷʁ ͜͏ॻ͖͑·͠ΐ͏ ॻ͍ͯͳ͍ͷʁ ͜͏ॻ͔Εͨ͜ͱʹ ͠·͠ΐ͏ ॻ͍ͪΌͬͨͷʁ ফ͠·͠ΐ͏ %P4 ߈ܸͱ͔Ͱ ͯ͠ࢭΊ·͠ΐ͏ B 2023 — 1 — 2023-10-16 – p.22/63
( ) ( ) ( ) ↓ ( ( ))
(BP : Blockchain Property ) BP-1 : ( ) BP-2 : ( ( ) ) BP-3 : ( ) ( ) ( ) B 2023 — 1 — 2023-10-16 – p.23/63
( ) (LIFO : Last In, First Out) ( )
B 2023 — 1 — 2023-10-16 – p.24/63
( ) ( ) ( ) ( ) ( 16
) SHA (Secure Hash Algorithm) ( ) 1bit B 2023 — 1 — 2023-10-16 – p.25/63
( ) ( ) < , > ( ) ←
: < , > : : < , , > : OK ( 1 ) NG ( ) B 2023 — 1 — 2023-10-16 – p.26/63
BP-1 ( ), BP-2 ( ) BBc-1/BBc-2 f : →
BP-3 ( ) ( ) ( ) ← BP-2 ← BP-3 ( ) (BP-2 ) ( ) ← BP-3 (?) + ← BP-{1,2} B 2023 — 1 — 2023-10-16 – p.27/63
[Lamport 1984][Schneider 1990] (1) (2) (3) (4) ( ) ←
↑ B 2023 — 1 — 2023-10-16 – p.28/63
TX : transaction ( 4 TX ) SMRP (State Machine
Replication Problem) SMRP-1 ( ) SMRP-2 : B 2023 — 1 — 2023-10-16 – p.29/63
( ) ( ) ϒϩοΫ൪߸O ϒϩοΫ൪߸O ϒϩοΫ൪߸O ϒϩοΫ൪߸O
ϒϩοΫ൪߸O ϒϩοΫ൪߸O ϒϩοΫ൪߸O ϒϩοΫ൪߸O ͍ͪΜهɾॻ͖͑ͷίετ͕ߴ͍ྺ࢙ ࠷վ͟Μ͠ʹ͍͘ྺ࢙ ͕༗ޮ ͻͱͭखલͷϒϩοΫͷ ʮμΠδΣετʯ σδλϧॺ໊͞Εͨ ʮτϥϯβΫγϣϯ औҾ ʯ ϒϩοΫΛ࡞ΔͨΊʹɺͦͷʮμΠδΣετʯ͕͋ΔҎԼͱ͍͏݅Λຬͨͨ͠Γ 1SPPGPG8PSL Ծ௨՟ͷ࣋ͪʹԠͨ͡ݖརΛͬͨථͰউͬͨΓ 1SPPGPG4UBLF ͢Δඞཁ͕͋Δ ίετ͕͔͔Δ ϒϩοΫΛ࡞ΔਓͦͷதʹࣗʹѼͯͨ Ծ௨՟ͰͷใुΛॻ͖ࠐΉ͜ͱ͕Ͱ͖ɺ ͦͷϒϩοΫ͕༗ޮͳྺ࢙ͷதʹ͋Δ߹ʹ ݶΓใु༗ޮͱͳΔ τϥϯβΫγϣϯͷଘࡏΛ֬ೝ͢Δ ͨΊͷޮతͳํ๏͕ఏڙ͞ΕΔ ਖ਼ੑ ଘࡏੑ །Ұੑ Proof of Work ( ) . . . → B 2023 — 1 — 2023-10-16 – p.30/63
(BP-3 ) ( : ) (BP-3 ) ( : )
← NFT BP-{1,2,3} BP-{1, 2} ⇒ B 2023 — 1 — 2023-10-16 – p.31/63
(Confidentiality) BP-{1,2,3} ↑ ( = ) (Integrity) BP-3 (Availability) BP-2
B 2023 — 1 — 2023-10-16 – p.32/63
2009 ↑ 14 ( 5 ) B 2023 — 1
— 2023-10-16 – p.33/63
( ) ADR (Active (space) Debris Removal) : https://doi.org/10.1109/TCSS.2018.2890655 (1930
) ( ) B 2023 — 1 — 2023-10-16 – p.34/63
( ) ( ) ( ) B 2023 — 1
— 2023-10-16 – p.35/63
( ) ( - ) : https://doi.org/10.1016/j.future.2019.05.019 B 2023 —
1 — 2023-10-16 – p.36/63
( ) ( ) ( ) B 2023 — 1
— 2023-10-16 – p.37/63
( ) B 2023 — 1 — 2023-10-16 – p.38/63
/ ( ) ( ) ( ) ( ) B
2023 — 1 — 2023-10-16 – p.39/63
( ) ( ) ( ) B 2023 — 1
— 2023-10-16 – p.40/63
( ) : https://www.lij.jp/html/jli/jli_2017/ 2017summer_p018.pdf B 2023 — 1 —
2023-10-16 – p.41/63
( ) ( ) B 2023 — 1 — 2023-10-16
– p.42/63
B 2023 — 1 — 2023-10-16 – p.43/63
with ( ) ( ) : https://doi.org/10.1016/j.icte.2021.08.012 ( ) B
2023 — 1 — 2023-10-16 – p.44/63
DNS : https://ieeexplore.ieee.org/document/9686409 ( ) IP AS B 2023 —
1 — 2023-10-16 – p.45/63
( ) ( ) : https://ieeexplore.ieee.org/document/9686409 ( ) : https://doi.org/10.1016/j.icte.2021.08.012
(web ) B 2023 — 1 — 2023-10-16 – p.46/63
( ) ( ) ( ) : https://doi.org/10.1016/j.icte.2021.08.012 ( )
( ) ( ) : https://ieeexplore.ieee.org/document/9686409 B 2023 — 1 — 2023-10-16 – p.47/63
( ) ( ) : https://ieeexplore.ieee.org/document/9686409 3D ( ) :
HACCP ( ) B 2023 — 1 — 2023-10-16 – p.48/63
2. Ethereum macOS (Ventura 13.6) + Homebrew Linux (Ubuntu 22.04)
(x86/AMD64 and ARM) Windows 11 + Windows Subsystem for Linux (Ubuntu ) Ethereum solidity brownie Lima on macOS B 2023 — 1 — 2023-10-16 – p.49/63
Solidity Ethereum ( ) http://solidity.readthedocs.io/en/latest/installing-solidity.html Linux (on Windows) “sudo apt”,
macOS “brew” Linux ARM git clone dependencies solc 0.8.21 (10/16 ) $ solc --version brownie py-solc-x solc (dependencies) ( solc py-solc-x ) B 2023 — 1 — 2023-10-16 – p.50/63
Ganache Ethereum RPC npm ( ) macOS https://qiita.com/kyosuke5_20/items/c5f68fc9d89b84c0df09 Linux https://qiita.com/seibe/items/36cef7df85fe2cefa3ea
npm Ganache $ sudo npm install -g ganache B 2023 — 1 — 2023-10-16 – p.51/63
Python3 macOS $ brew install python3 Python 3.8 Homebrew $
brew uninstall --ignore-dependencies
[email protected]
$ brew install
[email protected]
/usr/local/opt/
[email protected]
/bin/python3 Linux ( python3.9 ) $ sudo apt update $ sudo apt install python3.8 python3.8-dev python3.8-venv python3.8-tk 16.10 python3(.8) apt (PPA ) python3 python3-dev python3-venv python3-tk B 2023 — 1 — 2023-10-16 – p.52/63
macOS : . . . macOS wget brew dyld: Library
not loaded: /usr/local/opt/gettext/lib/libintl.8.dylib $ brew uninstall --force gettext $ brew install gettext B 2023 — 1 — 2023-10-16 – p.53/63
Python (venv) macOS (Linux python3 ) ‘python3.8’ ‘python3’ $ python3.8
-m venv bbc2env $ source bbc2env/bin/activate (bbc2env) $ pip install -U pip bbc2env ( BBc-2 ) ( ) (bbc2env) $ deactivate B 2023 — 1 — 2023-10-16 – p.54/63
Brownie Python Ethereum https://eth-brownie.readthedocs.io Brownie $ pip install eth-brownie version
1.19.3 (10/16 ) B 2023 — 1 — 2023-10-16 – p.55/63
$ brownie init ( ERC-20 ) $ brownie bake token
$ cd token B 2023 — 1 — 2023-10-16 – p.56/63
contracts (macOS Linux (x86/AMD64) ) $ brownie compile Linux (ARM)
(AMD64 ) $ python # >>> import solcx >>> solcx.compile_solc(’0.6.12’) # >>> quit() /tmp ∼/.solcx/solc-v0.6.12 ( ) $ pytest tests B 2023 — 1 — 2023-10-16 – p.57/63
Brownie $ brownie console Python >>> len(accounts) 10 >>> accounts[0].balance()
100000000000000000000 >>> quit() B 2023 — 1 — 2023-10-16 – p.58/63
3. Ethereum Görli B 2023 — 1 — 2023-10-16 –
p.59/63
infura.io Brownie https://infura.io SIGN UP PROJECT ID infura Ethereum API
infura . . . infura.io PROJECT ID WEB3_INFURA_PROJECT_ID PROJECT ID (∼/.bash_profile ) $ export WEB3_INFURA_PROJECT_ID= PROJECT ID B 2023 — 1 — 2023-10-16 – p.60/63
G¨ orli ETH brownie console Görli >>> network.disconnect() >>> network.connect(’goerli’)
>>> len(accounts) 0 >>> accounts.add() <LocalAccount object ’ 16 ’> >>> accounts[0].private_key 16 >>> quit() Görli Testnet ETH Faucet ETH https://goerlifaucet.com ( ) ( ) https://metamask.io/ B 2023 — 1 — 2023-10-16 – p.61/63
G¨ orli ETH brownie console Görli ETH >>> network.disconnect() >>>
network.connect(’goerli’) >>> len(accounts) 0 >>> accounts.add( 16 ) <LocalAccount object ’ 16 ’> >>> accounts[0].balace() ETH >>> quit() ETH >>> accounts[0].transfer(accounts[1], "0.01 ether") B 2023 — 1 — 2023-10-16 – p.62/63
B 2023 — 1 — 2023-10-16 – p.63/63