Files
integreat/scratch-sessions/dump-edn.clj

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Clojure

;; This buffer is for Clojure experiments and evaluation.
;; Press C-j to evaluate the last expression.
;; You can also press C-u C-j to evaluate the expression and pretty-print its result.
(ns dump-edn
(:require #_`[datomic.api :as d]
[clojure.java.io :as io]
[amazonica.aws.s3 :as s3]
[config.core :refer [env]]
[clojure.core.async :as a]
[datomic.client.api :as dc]
[lambdaisland.edn-lines :as ednl]
[datomic.client.api.async :as dca]
[datomic.dev-local :as dl]
[clojure.set :as set]
[clojure.string :as str]
[clj-http.client :as client]))
(def remote-db (d/db (datomic.api/connect "datomic:ddb://us-east-1/integreat/integreat-prod")))
(def local-client (dc/client {:server-type :dev-local
:system "dev"}))
(def get-schema []
(let [everything (->> (d/q '[:find [(pull ?e [:db/ident
{:db/valueType [:db/ident]}
{:db/cardinality [:db/ident]}
:db.attr/preds
{:db/unique [:db/ident]}
:db/isComponent
:db/id
:db/noHistory
:db/tupleAttrs
:db.entity/attrs
:db.entity/preds
:db/doc]) ...]
:where [?e :db/ident]]
remote-db))
schema-attrs (->> everything
(filter :db/ident)
(filter (fn [{:db/keys [ident]}]
(if (namespace ident)
(re-matches #"^(?!cartographer)(?!db)(?!fressian).+" (namespace ident))
true
))))
meta-schema-schema (filter #(-> % :db/ident not) everything)]
schema-attrs))
(def best-key-helper
(->> schema
(filter :db/valueType)
(map :db/ident)
(group-by namespace)
#_(map (fn [[k v]]
[k ])))
)
(def entity->best-key
{"transaction-rule"
[:transaction-rule/description, :transaction-rule/note :transaction-rule/vendor]
"square-location"
:square-location/square-id,
"expected-deposit"
:expected-deposit/date,
"journal-entry-line"
[:journal-entry-line/account, :journal-entry-line/debit :journal-entry-line/credit]
"vendor"
[:vendor/name,]
"transaction"
:transaction/amount,
"yodlee-provider-account"
:yodlee-provider-account/id,
"journal-entry"
:journal-entry/source,
"yodlee-merchant" :yodlee-merchant/yodlee-id,
"invoice"
:invoice/invoice-number,
"vendor-terms-override"
:vendor-terms-override/client,
"integration-status"
:integration-status/state,
"conformity" :conformity/conformed-norms-index,
"user"
:user/provider-id,
"sales-refund"
:sales-refund/total,
"plaid-account"
:plaid-account/name,
"charge"
[:charge/total, :charge/external-id]
"location-match" :location-match/location,
"vendor-schedule-payment-dom"
:vendor-schedule-payment-dom/dom,
"account-client-override"
:account-client-override/client,
"plaid-item"
:plaid-item/client,
"transaction-account"
:transaction-account/account,
"address"
[:address/street1, :address/city :address/state :address/zip]
"order-line-item"
:order-line-item/total,
"ezcater-location" :ezcater-location/location,
"account"
[:account/numeric-code, :account/code :account/name :account/type]
"intuit-bank-account"
:intuit-bank-account/name,
"saved-query"
:saved-query/guid,
"ezcater-caterer"
:ezcater-caterer/uuid,
"forecasted-transaction"
:forecasted-transaction/day-of-month,
"audit" :audit/user,
"yodlee-account"
:yodlee-account/id,
"transaction-rule-account"
[:transaction-rule-account/account, :transaction-rule-account/location]
"ezcater-integration"
:ezcater-integration/subscriber-uuid,
"report"
:report/created,
"bank-account"
:bank-account/code,
"vendor-usage"
:vendor-usage/key,
"invoice-expense-account"
[:invoice-expense-account/expense-account-id, :invoice-expense-account/account :invoice-expense-account/location :invoice-expense-account/amount]
"sales-order"
:sales-order/date,
"client"
:client/code,
"email-contact" :email-contact/email,
"invoice-payment"
:invoice-payment/amount,
"contact"
[:contact/name, :contact/phone :contact/email]
"import-batch"
:import-batch/date,
"payment"
[:payment/date, :payment/bank-account]
"vendor-account-override"
:vendor-account-override/client})
(def references (filter (comp #{:db.type/ref} :db/ident :db/valueType) schema ))
(def reference->entity
(->> (d/q '[:find ?a ?v3
:in $ $$ [?a ...]
:where [$$ _ ?a ?e]
[$ ?e ?v _ _]
[$ ?v :db/ident ?v2 _ _]
[(namespace ?v2) ?v3]
[(namespace ?v2) ?v3]]
remote-db
(d/since remote-db #inst "2022-06-01")
(map :db/ident references)
)
(group-by first)
(map (fn [[k v]]
[k (disj (set (map second v)) "db")]))
(into {})))
(def entities-that-need-manual
(set (map namespace (filter (complement reference->entity) (map :db/ident references)))))
(def manual-dependencies
{:client/location-matches #{"location-match"}
:transaction/yodlee-merchant #{"yodlee-merchant"}
:vendor-account-override/account #{"account"}
:vendor-account-override/client #{"client"}
:vendor/secondary-contact #{"contact"}
:vendor/account-overrides #{"vendor-account-override"}
:client/bank-accounts #{"bank-account"}
:transaction-rule/yodlee-merchant #{"yodlee-merchant"}
:client/forecasted-transactions #{"forecasted-transaction"}
:transaction/forecast-match #{"forecasted-transaction"}
:vendor/automatically-paid-when-due #{"client"}
:vendor/schedule-payment-dom #{"vendor-schedule-payment-dom"}
:vendor/terms-overrides #{"vendor-terms-override"}
:vendor-schedule-payment-dom/client #{"client"}})
(def full-dependencies
(update (merge-with into reference->entity manual-dependencies)
:journal-entry/original-entity
#(disj % "journal-entry")))
(def entity-dependencies
(let [base-dependencies
(into
{}
(map (fn [i]
[i #{}])
(set (map (comp namespace :db/ident)
(filter :db/valueType
schema))))
)
]
(into base-dependencies (reduce
(fn [acc [ref deps]]
(update acc (namespace ref) (fnil #(into % deps) #{})))
{}
full-dependencies))))
(def full-dependencies
{:invoice/client #{"client"},
:sales-order/client #{"client"},
:transaction-rule/transaction-approval-status #{},
:transaction/forecast-match #{"forecasted-transaction"},
:user/role #{},
:vendor-schedule-payment-dom/client #{"client"},
:invoice-payment/payment #{"payment"},
:transaction-rule/client #{"client"},
:invoice/status #{},
:payment/type #{},
:expected-deposit/client #{"client"},
:transaction/bank-account #{"bank-account"},
:transaction-rule-account/account #{"account"},
:import-batch/status #{},
:user/clients #{"client"},
:payment/client #{"client"},
:expected-deposit/charges #{"charge"},
:vendor/automatically-paid-when-due #{"client"},
:payment/invoices #{"invoice"},
:client/forecasted-transactions #{"forecasted-transaction"},
:transaction/matched-rule #{"transaction-rule"},
:invoice/import-status #{},
:charge/processor #{},
:expected-deposit/vendor #{"vendor"},
:client/square-locations #{"square-location"},
:payment/status #{},
:client/location-matches #{"location-match"},
:saved-query/client #{"client"},
:transaction/payment #{"payment"},
:transaction-rule/vendor #{"vendor"},
:plaid-item/client #{"client"},
:account/applicability #{},
:journal-entry-line/account #{"account" "bank-account"},
:client/bank-accounts #{"bank-account"},
:yodlee-provider-account/client #{"client"},
:account/vendor-allowance #{},
:payment/bank-account #{"bank-account"},
:account/default-allowance #{},
:transaction-rule/yodlee-merchant #{"yodlee-merchant"},
:vendor/account-overrides #{"vendor-account-override"},
:transaction/client #{"client"},
:invoice/vendor #{"vendor"},
:sales-order/vendor #{"vendor"},
:expected-deposit/status #{},
:journal-entry/original-entity #{"transaction" "invoice"},
:vendor-usage/client #{"client"},
:transaction/expected-deposit #{"expected-deposit"},
:client/ezcater-locations #{"ezcater-location"},
:journal-entry/client #{"client"},
:vendor/secondary-contact #{"contact"},
:journal-entry/line-items #{"journal-entry-line"},
:vendor/legal-entity-1099-type #{},
:transaction-rule/bank-account #{"bank-account"},
:transaction-account/account #{"account"},
:vendor/terms-overrides #{"vendor-terms-override"},
:vendor/default-account #{"account"},
:transaction/yodlee-merchant #{"yodlee-merchant"},
:sales-refund/client #{"client"},
:client/emails #{"email-contact"},
:payment/vendor #{"vendor"},
:invoice-payment/invoice #{"invoice"},
:report/client #{"client"},
:transaction-rule/accounts #{"transaction-rule-account"},
:charge/client #{"client"},
:bank-account/type #{},
:invoice-expense-account/account #{"account"},
:vendor/legal-entity-tin-type #{},
:transaction/approval-status #{},
:import-batch/entry #{"transaction"},
:bank-account/intuit-bank-account #{"intuit-bank-account"},
:account/type #{},
:sales-refund/vendor #{"vendor"},
:bank-account/yodlee-account #{"yodlee-account"},
:vendor/address #{"address"},
:integration-status/state #{},
:transaction/accounts #{"transaction-account"},
:sales-order/charges #{"charge"},
:client/address #{"address"},
:ezcater-location/caterer #{"ezcater-caterer"},
:vendor-account-override/client #{"client"},
:bank-account/integration-status #{"integration-status"},
:yodlee-provider-account/accounts #{"yodlee-account"},
:account/invoice-allowance #{},
:journal-entry/vendor #{"vendor"},
:plaid-item/accounts #{"plaid-account"},
:vendor-usage/vendor #{"vendor"},
:sales-order/line-items #{"order-line-item"},
:invoice/expense-accounts #{"invoice-expense-account"},
:account-client-override/client #{"client"},
:vendor/primary-contact #{"contact"},
:vendor/schedule-payment-dom #{"vendor-schedule-payment-dom"},
:account/client-overrides #{"account-client-override"},
:transaction/vendor #{"vendor"},
:client/square-integration-status #{"integration-status"},
:ezcater-integration/caterers #{"ezcater-caterer"},
:vendor-account-override/account #{"account"},
:import-batch/source #{}})
(def entity-dependencies
{"transaction-rule"
#{"vendor" "yodlee-merchant" "transaction-rule-account" "bank-account"
"client"},
"square-location" #{},
"expected-deposit" #{"vendor" "charge" "client"},
"journal-entry-line" #{"account" "bank-account"},
"vendor"
#{"vendor-schedule-payment-dom" "address" "account" "client" "contact"
"vendor-account-override"},
"transaction"
#{"transaction-rule" "expected-deposit" "vendor" "yodlee-merchant"
"transaction-account" "forecasted-transaction" "bank-account" "client"
"payment"},
"yodlee-provider-account" #{"yodlee-account" "client"},
"journal-entry"
#{"journal-entry-line" "vendor" "transaction" "invoice" "client"},
"yodlee-merchant" #{},
"invoice" #{"vendor" "invoice-expense-account" "client"},
"vendor-terms-override" #{},
"integration-status" #{},
"conformity" #{},
"user" #{"client"},
"sales-refund" #{"vendor" "client"},
"plaid-account" #{},
"charge" #{"client"},
"location-match" #{},
"vendor-schedule-payment-dom" #{"client"},
"account-client-override" #{"client"},
"plaid-item" #{"plaid-account" "client"},
"transaction-account" #{"account"},
"address" #{},
"order-line-item" #{},
"ezcater-location" #{"ezcater-caterer"},
"account" #{"account-client-override"},
"intuit-bank-account" #{},
"saved-query" #{"client"},
"ezcater-caterer" #{},
"forecasted-transaction" #{},
"audit" #{},
"yodlee-account" #{},
"transaction-rule-account" #{"account"},
"ezcater-integration" #{"ezcater-caterer"},
"report" #{"client"},
"bank-account" #{"integration-status" "intuit-bank-account" "yodlee-account"},
"vendor-usage" #{"vendor" "client"},
"invoice-expense-account" #{"account"},
"sales-order" #{"vendor" "charge" "order-line-item" "client"},
"client"
#{"square-location" "integration-status" "location-match" "address"
"ezcater-location" "forecasted-transaction" "bank-account" "email-contact"},
"email-contact" #{},
"invoice-payment" #{"invoice" "payment"},
"contact" #{},
"import-batch" #{"transaction"},
"payment" #{"vendor" "invoice" "bank-account" "client"},
"vendor-account-override" #{"account" "client"}})
(defn order-of-insert [entity-dependencies]
(loop [entity-dependencies entity-dependencies
order []]
(let [next-order (for [[entity deps] entity-dependencies
:when (not (seq deps))]
entity)
next-deps (reduce
(fn [entity-dependencies next-entity]
(into {}
(map
(fn [[k v]]
[k (disj v next-entity)])
entity-dependencies)))
(apply dissoc entity-dependencies next-order)
next-order)]
(println order next-deps)
(if (seq next-deps)
(recur next-deps (into order next-order))
(into order next-order)))))
#_(def best-attributes
(->> (map :db/ident (filter :db/valueType schema))
(d/q
'[:find ?a2 (count ?e)
:in $ [?a2 ...]
:where
[?a :db/ident ?a2]
[?e ?a]]
remote-db)
(map (fn [[a count]]
[(namespace a) [a count]]))
(reduce (fn [acc [namespace [attr count]]]
(update acc namespace
(fnil
(fn [[curr-attr curr-count]]
(if (> count curr-count)
[attr count]
[curr-attr curr-count]))
["" 0])))
{})
(map (fn [[k v]]
[k (first v)]))))
(defn tx-pipeline
"Transacts data from from-ch. Returns a map with:
:result, a return channel getting {:error t} or {:completed n}
:stop, a fn you can use to terminate early."
[conn conc from-ch f]
(let [to-ch (a/chan 400)
done-ch (a/chan)
transact-data (fn [data result]
(a/go
(try
(let [tx-r (a/<! (dca/transact conn {:tx-data (f data)}))]
(when (:db/error tx-r)
(throw (ex-info "Invalid transaction" tx-r)))
(a/>! result tx-r)
(a/close! result))
; if exception in a transaction
; will close channels and put error
; on done channel.
(catch Throwable t
(.printStackTrace t)
(a/close! from-ch)
(a/close! to-ch)
(a/>! done-ch {:error t})))))]
; go block prints a '.' after every 1000 transactions, puts completed
; report on done channel when no value left to be taken.
(a/go-loop [total 0]
(if (= (mod total 2) 0)
(do
(print ".")
(flush)))
(if-let [c (a/<! to-ch)]
(recur (inc total))
(a/>! done-ch {:completed total})))
; pipeline that uses transducer form of map to transact data taken from
; from-ch and puts results on to-ch
(a/pipeline-async conc to-ch transact-data from-ch)
; returns done channel and a function that you can use
; for early termination.
{:result done-ch
:stop (fn [] (a/close! to-ch))}))
(def loaded (atom #{}))
(defn migrate
([] (migrate nil))
([item-list]
(dc/transact (dc/connect local-client {:db-name "prod-migration"}) {:tx-data [{:db/ident :entity/migration-key
:db/unique :db.unique/identity
:db/cardinality :db.cardinality/one
:db/valueType :db.type/long}]})
(dc/transact (dc/connect local-client {:db-name "prod-migration"}) {:tx-data (map
(fn [s]
(set/rename-keys s {:db/id :entity/migration-key}))
schema)})
(dc/transact (dc/connect local-client {:db-name "prod-migration"}) {:tx-data [{:entity/migration-key 17592257603901 :vendor/name "unknown"}
{:entity/migration-key 17592232621701}
{:entity/migration-key 17592263907739}
{:entity/migration-key 17592271516922}]
})
(dc/transact (dc/connect local-client {:db-name "prod-migration"})
{:tx-data (->> (d/q '[:find ?e
:in $ $$
:where [$$ ?e :transaction-rule/note _ _ true]
(not [$ ?e :transaction-rule/note] )]
remote-db
(d/history remote-db))
(map (fn [[old-rule]]
{:entity/migration-key old-rule
:db/doc "A transaction rule that was deleted"})))})
#_(dc/transact (dc/connect local-client {:db-name "prod-migration"})
{:tx-data (->> (d/q '[:find (count ?e)
:in $
:where
#_[$$ ?e :transaction-account/account _ _ true]
[_ :transaction/accounts ?e]
(not [?e :transaction-account/account _] )
]
remote-db
#_(d/history remote-db))
(map (fn [[old-rule]]
{:entity/migration-key old-rule
:db/doc "A transaction account that was deleted"})))})
(doseq [entity (or item-list (filter (complement (conj @loaded "audit")) (order-of-insert entity-dependencies)))
:let [_ (swap! loaded conj entity)
_ (println "querying for " entity)
entities (d/q '[:find [?e ...]
:in $ [?a ...]
:where [?e ?a]]
remote-db
(cond-> (entity->best-key entity)
(not (vector? (entity->best-key entity))) vector))
_ (println "Found some! here's a few: " (take 3 entities))
tx-chan (a/chan 50)
entities->transaction (fn [entities]
(->> (d/pull-many remote-db
(->> schema
(filter :db/valueType)
(mapv :db/ident)
(filter #(= entity (namespace %)))
(into [:db/id]))
entities)
(mapv (fn [m ]
(reduce
(fn [m [k v]]
(cond
(= k :db/id)
(-> m
(assoc :entity/migration-key v)
(dissoc :db/id))
(full-dependencies k)
(if (vector? v)
(assoc m k (mapv (fn [r] [:entity/migration-key (:db/id r)]) v))
(assoc m k [:entity/migration-key (:db/id v)]))
:else
(dissoc m :payment/pdf-data
:payment/memo)))
m
m)))))
_ (println "Inserting " entity ": " (count entities))
_ (flush)
pipeline (tx-pipeline (dc/connect local-client {:db-name "prod-migration"})
10
tx-chan
entities->transaction)]]
(doseq [batch (partition-all 100 entities)]
(try
(a/>!! tx-chan batch)
(catch Exception e
(println e)
((:stop pipeline)))))
(println "waiting for done from" pipeline)
(flush)
(a/close! tx-chan)
(println (a/<!! (:result pipeline)))
((:stop pipeline))
(println)
(println "Done"))))
(def dumped (atom #{}))
(defn dump-schema [backup]
(spit (io/file (str backup "/schema.edn"))
(with-out-str (prn (map
(fn [s]
(set/rename-keys s {:db/id :entity/migration-key}))
schema))))
(spit (io/file (str backup "/full-dependencies.edn"))
(with-out-str (prn full-dependencies)))
(spit (io/file (str backup "/entity-dependencies.edn"))
(with-out-str (prn entity-dependencies))))
(defn dump-all
([] (dump-all nil))
([item-list]
(let [backup-id (str "backups/" (java.util.UUID/randomUUID))]
(.mkdir (io/file backup-id))
(dump-schema backup-id)
(doseq [entity (or item-list (filter (complement (conj @loaded "audit")) (order-of-insert entity-dependencies)))
:let [_ (swap! dumped conj entity)
_ (println "querying for " entity)
entities (d/q '[:find [?e ...]
:in $ [?a ...]
:where [?e ?a]]
remote-db
(cond-> (entity->best-key entity)
(not (vector? (entity->best-key entity))) vector))
entities->transaction (fn [entities]
(->> (d/pull-many remote-db
(->> schema
(filter :db/valueType)
(mapv :db/ident)
(filter #(= entity (namespace %)))
(into [:db/id]))
entities)
(mapv (fn [m ]
(reduce
(fn [m [k v]]
(cond
(= k :db/id)
(-> m
(assoc :entity/migration-key v)
(dissoc :db/id))
(full-dependencies k)
(if (vector? v)
(assoc m k (mapv (fn [r] [:entity/migration-key (:db/id r)]) v))
(assoc m k [:entity/migration-key (:db/id v)]))
:else
(dissoc m :payment/pdf-data
:payment/memo)))
m
m)))))
_ (println "Inserting " entity ": " (count entities))
_ (flush)]]
(ednl/with-append [append (str backup-id "/" entity ".ednl")]
(doseq [batch (partition-all 1000 entities)
:let [_ (do (print ".") (flush))]
item (entities->transaction batch)]
(try
(append item)
(catch Exception e
(println e)
(throw e)))))
(println "Done")))))
(defn load-from-backup
([backup-id connection] (load-from-backup backup-id connection nil))
([backup-id connection item-list]
(let [schema (clojure.edn/read-string (slurp (str backup-id "/schema.edn")))
full-dependencies (clojure.edn/read-string (slurp (str backup-id "/full-dependencies.edn")))
entity-dependencies (clojure.edn/read-string (slurp (str backup-id "/entity-dependencies.edn")))]
(dc/transact connection {:tx-data [{:db/ident :entity/migration-key
:db/unique :db.unique/identity
:db/cardinality :db.cardinality/one
:db/valueType :db.type/long}]})
(dc/transact connection {:tx-data (map
(fn [s]
(set/rename-keys s {:db/id :entity/migration-key}))
schema)})
(dc/transact connection {:tx-data [{:entity/migration-key 17592257603901 :vendor/name "unknown"}
{:entity/migration-key 17592232621701}
{:entity/migration-key 17592263907739}
{:entity/migration-key 17592271516922}]
})
(doseq [entity (or item-list (filter (complement (conj @loaded "audit")) (order-of-insert entity-dependencies)))
:let [_ (swap! loaded conj entity)
_ (println "querying for " entity)
entities (ednl/slurp (str backup-id "/" entity ".ednl"))
_ (println "Found some! here's a few: " (take 3 entities))
tx-chan (a/chan 50)
entities->transaction (fn [entities]
entities)
pipeline (tx-pipeline connection
10
tx-chan
entities->transaction)]]
(doseq [batch (partition-all 100 entities)]
(try
(a/>!! tx-chan batch)
(catch Exception e
(println e)
((:stop pipeline)))))
(println "waiting for done from" pipeline)
(flush)
(a/close! tx-chan)
(println (a/<!! (:result pipeline)))
((:stop pipeline))
(println)
(println "Done")))))
(defn reset-migrate []
(dc/delete-database local-client {:db-name "prod-migration"})
(dc/create-database local-client {:db-name "prod-migration"})
(migrate))
(comment
;; cloud load
(do
(let [client (dc/client {:server-type :cloud
:region "us-east-1"
:system "iol-cloud"
:endpoint "https://53syis8n1m.execute-api.us-east-1.amazonaws.com"})
;; _ (dc/create-database client {:db-name "prod-mirror"})
connection (dc/connect client {:db-name "prod-mirror"})]
(load-from-backup "backups/8e245d3d-be7a-4d90-8e9e-e6a110582658" connection ["transaction"])
)
)
(reset-migrate)
(migrate)
(datomic.dev-local/release-db {:db-name "prod-migration"
:system "dev"})
(d/pull remote-db '[*] 17592271182081)
;; => {:db/id 17592271182081,
;; :charge/type-name "NO_SALE",
;; :charge/total 0.0,
;; :charge/tip 0.0,
;; :charge/processor #:db{:id 17592237965415},
;; :charge/external-id "square/charge/ndHN8rnam4dsfnDtK78LL1KiuaB"}
(def local-charges
(into #{}
(map first)
(dc/q '[:find ?m
:where (or [?e :charge/total]
[?e :charge/external-id])
[?e :entity/migration-key ?m]]
(dc/db (dc/connect local-client {:db-name "prod-migration"})))))
(count local-charges)
;; => [[2815787]]
(def remote-charges
(into #{}
(map first)
(d/q '[:find ?e
:where (or [?e :charge/total]
[?e :charge/external-id])]
remote-db)))
;; => [[2815955]]
(d/pull-many remote-db
(->> schema
(filter :db/valueType)
(mapv :db/ident)
(filter #(= "charge" (namespace %)))
(into [:db/id]))
(vec (clojure.set/difference remote-charges local-charges)))
(dc/transact
(dc/connect local-client {:db-name "prod-migration"})
{:tx-data (->> (d/pull-many remote-db
(->> schema
(filter :db/valueType)
(mapv :db/ident)
(filter #(= "charge" (namespace %)))
(into [:db/id]))
(vec (clojure.set/difference remote-charges local-charges)))
(mapv (fn [m ]
(reduce
(fn [m [k v]]
(cond
(= k :db/id)
(-> m
(assoc :entity/migration-key v)
(dissoc :db/id))
(full-dependencies k)
(if (vector? v)
(assoc m k (mapv (fn [r] [:entity/migration-key (:db/id r)]) v))
(assoc m k [:entity/migration-key (:db/id v)]))
:else
(dissoc m :payment/pdf-data
:payment/memo)))
m
m))))})
(dc/pull (dc/db (dc/connect local-client {:db-name "prod-migration"})) '[*] [:entity/migration-key 17592271182081])
(d/pull remote-db '[*] 17592232186542)
)
;; => nil