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ORIENTED ARCHITECTURE DATA

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@pithyless

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OPINIONS

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ǡ

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ǡ Dž

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ǽ ǡ Dž

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ȓ ǽ ǡ Dž

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ȓ ǽ ǡ Dž

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“PRODUCT”

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INFORMATION SYSTEMS

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INFORMATION SYSTEMS

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TECHNICAL DEBT

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FUNCTIONAL PROGRAMMING

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PREACHED TO COLLEAGUES

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PREACHED TO AND FAILED. COLLEAGUES

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SOA MVC DRYTDD

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SNAKE OIL

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ENCAPSULATION

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MVC

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MVC

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SOA

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SOA MVC MVC MVC MVC

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DUPLICATION

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SOURCE OF TRUTH

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RELIABILITY

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CONFIDENCE

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TYPES / SCHEMAS ASSERTIONS PROPERTY TESTING

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JUST TOOLS

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NOT RELIGION

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DATA

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DATA QUEUES

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DATA QUEUES

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DATA QUEUES

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PROJECTS FAIL

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1. Not understanding the domain.

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1. Not understanding the domain. 2. Not modeling the domain.

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1. Not understanding the domain. 2. Not modeling the domain. 3. Breaking #1 or #2, and failing to adapt.

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SOUL-SEARCHING

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1. model essence of things

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1. model essence of things 2. don’t violate physics

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/ .

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1. DATA 2. FLOW 3. ???? 4. PROFIT!!!

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1. DATA

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immutable

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real world is immutable

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real world is immutable

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semantic

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recursive

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#scalar string boolean number

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#identity symbol keyword

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#collection list map vector set

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#custom #uuid “de305d54-…” #inst “2016-02-18…”

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2. FLOW

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f(A)=B

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A f B

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f(A)=B

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3. ???

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FACTS ➟LOG QUESTIONS ANSWERS ➟

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FACTS

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You must be shapeless, formless, like water. Water can drip and it can crash.

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FLAT DATA WATER

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[e a v t]

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[e a v t true?]

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[1 :name “Bob”]

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[1 :name “Bob” 100]

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[1 :name “Bob” 100 true]

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[1 :name “Bob” 100 true] [1 :likes “Cats” 100 true] … [1 :likes “Dogs” 111 true]

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[1 :name “Bob” 100 true] [1 :likes “Cats” 100 true] … [1 :likes “Cats” 111 false] [1 :likes “Dogs” 111 true]

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[1 :name “Bob” 100 true] [2 :name “Mary” 100 true] … [1 :likes 2 111 true] … [2 :likes 1 222 true]

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[1 :likes 2] [1 :likes [:name “Mary”]]

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[e a v t]

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LOG

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APPEND ONLY

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TOTAL ORDER

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BUSINESS DATA SOURCE CODE

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Q & A

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Log Q

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Log Q DB Q DB Q DB

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QUERIES!

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DO YOU SQL BRO?

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AUDITING

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LOG #index #index

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RELATIONAL (ROW)

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[e a v t] #index #index

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[:find ?name ?age :in $db ?id :where [?id :actor/name ?name] [?id :actor/age ?age]]

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[:find ?name ?age :in $db ?id :where [?id :actor/name ?name] [?id :actor/age ?age]]

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[:find ?name ?age :in $db ?id :where [?id :actor/name ?name] [?id :actor/age ?age]]

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[:find ?name ?age :in $db ?id :where [?id :actor/name ?name] [?id :actor/age ?age]]

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[:find ?name ?age :in $db ?id :where [?id :actor/name ?name] [?id :actor/age ?age]]

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RELATIONAL (COLUMN)

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[a e v t] #index #index

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[:find (avg ?age) :in $db :where [_ :actor/age ?age]]

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GRAPH

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[a v e t] #index

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[:find ?title :in $db ?first ?second :where [?a1 :actor/name ?first] [?a2 :actor/name ?second] [?a1 :actor/movies ?m] [?a2 :actor/movies ?m] [?m :movie/title ?title]]

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SEARCH

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inverted #index #index

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[:find ?m ?title ?score :in $db ?query :where [(fulltext $db :movie/title ?query) [[?m ?title _ ?score]]]]

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[e a v t]

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4. PROFIT!

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REAL WORLD

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STREAM TREEMESH

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ROI

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THEORY APPLIED

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QUEUES

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Learn Datalog Today .org

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SIMULATION/ PROPERTY TESTING

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LAMBDA ARCHITECTURE

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@martinkl

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DATOMIC

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OM/NEXT

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ONEMORE THING

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CRDT

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EOF

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@pithyless