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resolution.cljc
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resolution.cljc
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(ns deercreeklabs.lancaster.resolution
(:require
[camel-snake-kebab.core :as csk]
[clojure.set :as set]
[clojure.string :as str]
[deercreeklabs.baracus :as ba]
[deercreeklabs.lancaster.pcf :as pcf]
[deercreeklabs.lancaster.utils :as u]
[deercreeklabs.log-utils :as lu :refer [debugs]]
#?(:clj [primitive-math :as pm])
[schema.core :as s :include-macros true]
[taoensso.timbre :as timbre :refer [debugf errorf infof]]))
#?(:clj (pm/use-primitive-operators))
(defn check-names [writer-edn-schema reader-edn-schema]
(let [writer-name (:name writer-edn-schema)
reader-name (:name reader-edn-schema)]
(if (= writer-name reader-name)
true
(throw
(ex-info (str "Schema names do not match. (" writer-name " != "
reader-name ")")
(u/sym-map writer-name reader-name))))))
(defmulti make-xf (fn [writer-edn-schema reader-edn-schema & args]
(let [writer-type (u/get-avro-type writer-edn-schema)
reader-type (u/get-avro-type reader-edn-schema)]
[writer-type reader-type])))
(defmethod make-xf [:int :long]
[writer-edn-schema reader-edn-schema]
(fn xf [data]
(u/int->long data)))
(defmethod make-xf [:int :float]
[writer-edn-schema reader-edn-schema]
(fn xf [data]
(float data)))
(defmethod make-xf [:int :double]
[writer-edn-schema reader-edn-schema]
(fn xf [data]
(double data)))
(defmethod make-xf [:long :float]
[writer-edn-schema reader-edn-schema]
(fn xf [data]
#?(:clj (float data)
:cljs
(.toNumber data))))
(defmethod make-xf [:long :double]
[writer-edn-schema reader-edn-schema]
(fn xf [data]
#?(:clj (double data)
:cljs (.toNumber data))))
(defmethod make-xf [:float :double]
[writer-edn-schema reader-edn-schema]
(fn xf [data]
(double data)))
(defmethod make-xf [:string :bytes]
[writer-edn-schema reader-edn-schema]
(fn xf [data]
(ba/utf8->byte-array data)))
(defmethod make-xf [:bytes :string]
[writer-edn-schema reader-edn-schema]
(fn xf [data]
(ba/byte-array->utf8 data)))
(defmethod make-xf [:array :array]
[writer-edn-schema reader-edn-schema]
(let [xf-item (make-xf (:items writer-edn-schema)
(:items reader-edn-schema))]
(fn xf [data]
(map xf-item data))))
(defmethod make-xf [:map :map]
[writer-edn-schema reader-edn-schema]
(let [xf-value (make-xf (:values writer-edn-schema)
(:values reader-edn-schema))]
(fn xf [data]
(persistent!
(reduce-kv (fn [acc k v]
(assoc! acc k (xf-value v)))
(transient {}) data)))))
(defmethod make-xf [:enum :enum]
[writer-edn-schema reader-edn-schema]
(check-names writer-edn-schema reader-edn-schema)
(let [reader-symbol-set (set (:symbols reader-edn-schema))]
(fn xf [written-symbol]
(or (reader-symbol-set written-symbol)
(throw
(ex-info (str "Symbol " written-symbol " is not in the reader's "
"symbol list.")
{:reader-symbols (:symbols reader-edn-schema)
:written-symbol written-symbol}))))))
(defn fields->fields-map [fields]
(reduce (fn [acc field]
(assoc acc (:name field) field))
{} fields))
(defn edn-schema->pcf [edn-schema]
(-> edn-schema
(u/edn-schema->avro-schema)
(pcf/avro-schema->pcf)))
(defn equivalent-schemas? [edn-schema1 edn-schema2]
(= (edn-schema->pcf edn-schema1)
(edn-schema->pcf edn-schema2)))
(defn get-field-changes [writer-fields reader-fields]
(let [writer-fields-map (fields->fields-map writer-fields)
reader-fields-map (fields->fields-map reader-fields)
writer-field-names (set (map :name writer-fields))
reader-field-names (set (map :name reader-fields))
all-field-names (set/union writer-field-names reader-field-names)]
(reduce (fn [acc field-name]
(let [writer-field (writer-fields-map field-name)
reader-field (reader-fields-map field-name)]
(cond
(and writer-field (not reader-field))
(update acc :deleted-fields conj writer-field)
(and reader-field (not writer-field))
(update acc :added-fields conj reader-field)
(not (equivalent-schemas? (:type reader-field)
(:type writer-field)))
(update acc :changed-fields conj
[writer-field reader-field])
:else
acc)))
{:added-fields []
:deleted-fields []
:changed-fields []}
all-field-names)))
(defmulti make-record-xf (fn [added-fields deleted-fields changed-fields]
(let [added? (pos? (count added-fields))
deleted? (pos? (count deleted-fields))
changed? (pos? (count changed-fields))]
[added? deleted? changed?])))
(defn make-add-fields-fn [added-fields]
(let [new-fields (reduce (fn [acc {:keys [name default]}]
(-> acc
(conj name)
(conj default)))
[] added-fields)]
(fn add-fields [r]
(apply assoc r new-fields))))
(defn make-change-fields-fn [changed-fields]
(let [field-name->xf (reduce (fn [acc [writer-field reader-field]]
(let [{:keys [name]} writer-field
xf (make-xf (:type writer-field)
(:type reader-field))]
(assoc acc name xf)))
{} changed-fields)]
(fn change-fields [r]
(persistent!
(reduce-kv (fn [acc field-name xf]
(assoc! acc field-name (xf (get acc field-name))))
(transient r) field-name->xf)))))
(defn make-delete-fields-fn [deleted-fields]
(let [field-names (mapv :name deleted-fields)]
(fn delete-fields [r]
(apply dissoc r field-names))))
(defmethod make-record-xf [false false false]
[added-fields deleted-fields changed-fields]
identity)
(defmethod make-record-xf [false false true]
[added-fields deleted-fields changed-fields]
(make-change-fields-fn changed-fields))
(defmethod make-record-xf [false true false]
[added-fields deleted-fields changed-fields]
(make-delete-fields-fn deleted-fields))
(defmethod make-record-xf [false true true]
[added-fields deleted-fields changed-fields]
(let [delete-fields (make-delete-fields-fn deleted-fields)
change-fields (make-change-fields-fn changed-fields)]
(fn [r]
(-> r
(delete-fields)
(change-fields)))))
(defmethod make-record-xf [true false false]
[added-fields deleted-fields changed-fields]
(make-add-fields-fn added-fields))
(defmethod make-record-xf [true false true]
[added-fields deleted-fields changed-fields]
(let [add-fields (make-add-fields-fn added-fields)
change-fields (make-change-fields-fn changed-fields)]
(fn [r]
(-> r
(change-fields)
(add-fields)))))
(defmethod make-record-xf [true true false]
[added-fields deleted-fields changed-fields]
(let [add-fields (make-add-fields-fn added-fields)
delete-fields (make-delete-fields-fn deleted-fields)]
(fn [r]
(-> r
(delete-fields)
(add-fields)))))
(defmethod make-record-xf [true true true]
[added-fields deleted-fields changed-fields]
(let [add-fields (make-add-fields-fn added-fields)
delete-fields (make-delete-fields-fn deleted-fields)
change-fields (make-change-fields-fn changed-fields)]
(fn [r]
(-> r
(delete-fields)
(change-fields)
(add-fields)))))
(defmethod make-xf [:record :record]
[writer-edn-schema reader-edn-schema]
(check-names writer-edn-schema reader-edn-schema)
(let [writer-fields (:fields writer-edn-schema)
reader-fields (:fields reader-edn-schema)
changes (get-field-changes writer-fields reader-fields)
{:keys [added-fields deleted-fields changed-fields]} changes]
(make-record-xf added-fields deleted-fields changed-fields)))
(defn throw-mismatch-error
[writer-edn-schema reader-edn-schema]
(let [writer-type (u/get-avro-type writer-edn-schema)
reader-type (u/get-avro-type reader-edn-schema)]
(throw
(ex-info (str "Writer schema (" writer-type ") and reader schema ("
reader-type ") do not match.")
(u/sym-map writer-edn-schema reader-edn-schema
writer-type reader-type)))))
(defn try-schema-pair [writer-item-schema reader-item-schema]
(try
[true (make-xf writer-item-schema reader-item-schema)]
(catch #?(:clj Exception :cljs js/Error) e
(let [msg (lu/get-exception-msg e)]
(if-not (str/includes? msg "do not match.")
(throw e)
[false nil]
)))))
(defn make-union-xf [writer-item-schema reader-union-schema]
(loop [branch 0]
(let [[success? xf] (try-schema-pair writer-item-schema
(reader-union-schema branch))]
(if success?
xf
(if (< (inc branch) (count reader-union-schema))
(recur (inc branch))
(fn [data]
(throw-mismatch-error writer-item-schema reader-union-schema)))))))
(defn make-union-resolving-decoder
[writer-edn-schema reader-edn-schema writer-type reader-type
*name->deserializer]
(cond
(and (= :union writer-type) (= :union reader-type))
(let [branch->deserializer (mapv
#(u/make-deserializer % *name->deserializer)
writer-edn-schema)
branch->schema-name (mapv u/get-schema-name writer-edn-schema)
branch->xf (mapv #(make-union-xf % (vec reader-edn-schema))
writer-edn-schema)]
(if (u/wrapping-required? reader-edn-schema)
(fn deserialize [is]
(let [branch (u/read-long-varint-zz is)
deserializer (branch->deserializer branch)
xf (branch->xf branch)
data (xf (deserializer is))
schema-name (branch->schema-name branch)]
[schema-name data]))
(fn deserialize [is]
(let [branch (u/read-long-varint-zz is)
deserializer (branch->deserializer branch)
xf (branch->xf branch)
data (xf (deserializer is))]
data))))
(= :union writer-type)
(let [branch->deserializer (mapv #(u/make-deserializer % *name->deserializer)
writer-edn-schema)
branch->schema-name (mapv u/get-schema-name writer-edn-schema)
branch->xf (mapv #(make-union-xf % [reader-edn-schema])
writer-edn-schema)]
(if (u/wrapping-required? reader-edn-schema)
(fn deserialize [is]
(let [branch (u/read-long-varint-zz is)
deserializer (branch->deserializer branch)
xf (branch->xf branch)
data (xf (deserializer is))
schema-name (branch->schema-name branch)]
[schema-name data]))
(fn deserialize [is]
(let [branch (u/read-long-varint-zz is)
deserializer (branch->deserializer branch)
xf (branch->xf branch)
data (xf (deserializer is))]
data))))
:else
(let [xf (make-union-xf writer-edn-schema reader-edn-schema)
deserializer (u/make-deserializer writer-edn-schema
*name->deserializer)
schema-name (u/get-schema-name writer-edn-schema)]
(if (u/wrapping-required? reader-edn-schema)
(fn deserialize [is]
(let [data (xf (deserializer is))]
[schema-name data]))
(fn deserialize [is]
(xf (deserializer is)))))))
(defn make-resolving-deserializer [writer-pcf reader-schema *name->deserializer]
(let [writer-edn-schema (pcf/pcf->edn-schema writer-pcf)
reader-edn-schema (u/get-edn-schema reader-schema)
writer-type (u/get-avro-type writer-edn-schema)
reader-type (u/get-avro-type reader-edn-schema)]
(try
(if (or (= :union writer-type) (= :union reader-type))
(make-union-resolving-decoder writer-edn-schema reader-edn-schema
writer-type reader-type
*name->deserializer)
(let [writer-deserializer (u/make-deserializer writer-edn-schema
*name->deserializer)
xf (make-xf writer-edn-schema reader-edn-schema)]
(fn deserialize [is]
(xf (writer-deserializer is)))))
(catch #?(:clj IllegalArgumentException :cljs js/Error) e
(let [msg (lu/get-exception-msg e)]
(if (str/includes?
msg
#?(:clj "No method in multimethod 'make-xf'"
:cljs (str "No method in multimethod 'deercreeklabs."
"lancaster.resolution/make-xf'")))
(throw-mismatch-error writer-edn-schema reader-edn-schema)
(throw e)))))))