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b4103e4 Oct 16, 2017
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; Copyright (c) Cognitect, Inc. All rights reserved.
; The use and distribution terms for this software are covered by the
; Eclipse Public License 1.0 (
; which can be found in the file epl-v10.html at the root of this distribution.
; By using this software in any fashion, you are agreeing to be bound by
; the terms of this license.
; You must not remove this notice, or any other, from this software.
(require '[clojure.pprint :as pp]
'[datomic.client.api :as d]
'[datomic.samples.repl :as repl])
(def conn (repl/scratch-db-conn "config.edn"))
(def txes
[[{:db/id "item/id"
:db/ident :item/id
:db/valueType :db.type/string
:db/cardinality :db.cardinality/one
:db/unique :db.unique/identity
:db.install/_attribute :db.part/db}
{:db/id "item/description"
:db/ident :item/description
:db/valueType :db.type/string
:db/cardinality :db.cardinality/one
:db.install/_attribute :db.part/db}
{:db/id "item/count"
:db/ident :item/count
:db/valueType :db.type/long
:db/cardinality :db.cardinality/one
:db.install/_attribute :db.part/db}
{:db/id "tx/error"
:db/ident :tx/error
:db/valueType :db.type/boolean
:db/cardinality :db.cardinality/one
:db.install/_attribute :db.part/db}
{:db/txInstant #inst "2012"}]
[{:db/id "DLC-042"
:item/id "DLC-042"
:item/description "Dilitihium Crystals"
:item/count 100}
{:db/txInstant #inst "2013-01"}]
[{:item/id "DLC-042"
:item/count 250}
{:db/txInstant #inst "2013-02"}]
[{:item/id "DLC-042"
:item/count 50}
{:db/txInstant #inst "2014-02-28"}]
[{:item/id "DLC-042"
:item/count 9999}
{:db/txInstant #inst "2014-04-01"
:tx/error true}]
[{:item/id "DLC-042"
:item/count 100}
{:db/txInstant #inst "2014-05-15"}]])
(doseq [tx txes]
(d/transact conn {:tx-data tx}))
(def db (d/db conn))
(def as-of-eoy-2013 (d/as-of db #inst "2014-01-01"))
(def since-2014 (d/since db #inst "2014-01-01"))
(def history (d/history db))
;; print db as a table
(->> (d/datoms history {:index :eavt})
(sort repl/tx-part-e-a-added)
(repl/datom-table history))
(def error-txes (set (d/q '[:find ?e
:where [?e :tx/error]]
(d/pull db '[*] [:item/id "DLC-042"])
; => {:db/id 55301036830621764, :item/id "DLC-042", :item/description "Dilitihium Crystals", :item/count 100}
(d/pull as-of-eoy-2013 '[*] [:item/id "DLC-042"])
; => {:db/id 55301036830621764, :item/id "DLC-042", :item/description "Dilitihium Crystals", :item/count 250}
;; common mistake with since:
;; looking up something by key that is not in the time window
(d/pull since-2014 '[*] [:item/id "DLC-042"])
; => #:db{:id nil}
;; solution: lookup with current db, then use since for the entity
(d/pull since-2014 '[*] (:db/id (d/pull db [:db/id] [:item/id "DLC-042"])))
; => {:db/id 55301036830621764, :item/count 100}
;; more likely: multi-point-in-time join
(d/q '[:find ?count
:in $ $since ?id
:where [$ ?e :item/id ?id]
[$since ?e :item/count ?count]]
db since-2014 "DLC-042")
;; full history of dilithium crystal assertions
(->> (d/q '[:find ?aname ?v ?inst
:in $ ?e
:where [?e ?a ?v ?tx true]
[?tx :db/txInstant ?inst]
[?a :db/ident ?aname]]
history [:item/id "DLC-042"])
(sort-by #(nth % 2))
;; full history of dilithium crystal counts
(->> (d/q '[:find ?inst ?count
:in $ ?id
:where [?id :item/count ?count ?tx true]
[?tx :db/txInstant ?inst]]
history [:item/id "DLC-042"])
(sort-by first)
(repl/delete-scratch-db conn "config.edn")