Rework query tests to use a live DB. Fixes #35.

This commit is contained in:
Richard Newman 2016-08-19 09:15:16 -07:00
parent 4d2079380c
commit 15df2d9eac

View file

@ -1,19 +1,32 @@
(ns datomish.test.query
#?(:cljs
(:require-macros
[datomish.pair-chan :refer [go-pair <?]]
[datomish.node-tempfile-macros :refer [with-tempfile]]
[cljs.core.async.macros :as a :refer [go]]))
(:require
[datomish.query.cc :as cc]
[datomish.query.context :as context]
[datomish.query.source :as source]
[datomish.query.transforms :as transforms]
[datomish.query :as query]
[datomish.db :as db]
[datomish.schema :as schema]
[datomish.transact :as transact]
[datomish.api :as d]
#?@(:clj
[
[honeysql.core :as sql :refer [param]]
[clojure.test :as t :refer [is are deftest testing]]])
[[datomish.pair-chan :refer [go-pair <?]]
[datomish.jdbc-sqlite]
[datomish.test-macros :refer [deftest-db]]
[honeysql.core :as sql :refer [param]]
[tempfile.core :refer [tempfile with-tempfile]]
[clojure.test :as t :refer [is are deftest testing]]])
#?@(:cljs
[
[honeysql.core :as sql :refer-macros [param]]
[cljs.test :as t :refer-macros [is are deftest testing]]])
)
[[datomish.promise-sqlite]
[datomish.test-macros :refer-macros [deftest-db]]
[honeysql.core :as sql :refer-macros [param]]
[datomish.node-tempfile :refer [tempfile]]
[cljs.test :as t :refer-macros [is are deftest testing]]]))
#?(:clj
(:import [clojure.lang ExceptionInfo])))
@ -29,305 +42,404 @@
(fgensym s (dec (swap! counter inc)))))))
(def simple-schema
{:db/txInstant {:db/ident :db/txInstant
:db/valueType :long
:db/cardinality :db.cardinality/one}
:foo/int {:db/ident :foo/int
:db/valueType :db.type/integer
:db/cardinality :db.cardinality/one}
:foo/str {:db/ident :foo/str
:db/valueType :db.type/string
:db/cardinality :db.cardinality/many}})
[{:db/id (d/id-literal :db.part/user)
:db.install/_attribute :db.part/db
:db/ident :db/txInstant
:db/valueType :db.type/long
:db/cardinality :db.cardinality/one}
{:db/id (d/id-literal :db.part/user)
:db.install/_attribute :db.part/db
:db/ident :foo/bar
:db/valueType :db.type/string
:db/cardinality :db.cardinality/many}
{:db/id (d/id-literal :db.part/user)
:db.install/_attribute :db.part/db
:db/ident :foo/int
:db/valueType :db.type/long
:db/cardinality :db.cardinality/one}
{:db/id (d/id-literal :db.part/user)
:db.install/_attribute :db.part/db
:db/ident :foo/str
:db/valueType :db.type/string
:db/cardinality :db.cardinality/many}])
(defn mock-source [db schema]
(source/map->DatomsSource
{:table :datoms
:fulltext-table :fulltext_values
:fulltext-view :all_datoms
:columns [:e :a :v :tx :added]
:attribute-transform transforms/attribute-transform-string
:constant-transform transforms/constant-transform-default
:table-alias (comp (make-predictable-gensym) name)
:schema (schema/map->Schema
{:schema schema
:rschema nil})
:make-constraints nil}))
(def page-schema
[{:db/id (d/id-literal :db.part/user)
:db.install/_attribute :db.part/db
:db/ident :page/loves
:db/valueType :db.type/ref
:db/cardinality :db.cardinality/many}
{:db/id (d/id-literal :db.part/user)
:db.install/_attribute :db.part/db
:db/ident :page/likes
:db/valueType :db.type/ref
:db/cardinality :db.cardinality/many}
{:db/id (d/id-literal :db.part/user)
:db.install/_attribute :db.part/db
:db/ident :page/url
:db/valueType :db.type/string
:db/unique :db.unique/identity
:db/cardinality :db.cardinality/one}
{:db/id (d/id-literal :db.part/user)
:db.install/_attribute :db.part/db
:db/ident :page/title
:db/valueType :db.type/string
:db/cardinality :db.cardinality/one}
{:db/id (d/id-literal :db.part/user)
:db.install/_attribute :db.part/db
:db/ident :page/starred
:db/valueType :db.type/boolean
:db/cardinality :db.cardinality/one}])
(defn- expand [find schema]
(let [context (context/->Context (mock-source nil schema) nil nil)
(def schema-with-page
(concat
simple-schema
page-schema))
(defn mock-source [db]
(assoc (datomish.db/datoms-source db)
:table-alias (comp (make-predictable-gensym) name)))
(defn conn->context [conn]
(context/->Context (mock-source (d/db conn)) nil nil))
(defn- expand [find conn]
(let [context (conn->context conn)
parsed (query/parse find)]
(query/find->sql-clause context parsed)))
(defn- populate [find schema]
(let [context (context/->Context (mock-source nil schema) nil nil)
(defn- populate [find conn]
(let [context (conn->context conn)
parsed (query/parse find)]
(query/find-into-context context parsed)))
(deftest test-type-extraction
(defn <initialize-with-schema [conn schema]
(go-pair
(let [tx (<? (d/<transact! conn schema))]
(let [idents (map :db/ident schema)
db (d/db conn)]
(into {}
(map (fn [ident]
[ident (d/entid db ident)])
idents))))))
(deftest-db test-type-extraction conn
;; We expect to be able to look up the default types.
(is (integer? (d/entid (d/db conn) :db.type/ref)))
(is (integer? (d/entid (d/db conn) :db.type/long)))
;; Add our own schema.
(<? (<initialize-with-schema conn simple-schema))
(testing "Variable entity."
(is (= (:known-types (:cc (populate '[:find ?e ?v :in $ :where [?e :foo/int ?v]] simple-schema)))
{'?v :db.type/integer
(is (= (->
(populate '[:find ?e ?v :in $ :where [?e :foo/int ?v]] conn)
:cc :known-types)
{'?v :db.type/long
'?e :db.type/ref})))
(testing "Numeric entid."
(is (= (:known-types (:cc (populate '[:find ?v :in $ :where [6 :foo/int ?v]] simple-schema)))
{'?v :db.type/integer})))
(is (= (->
(populate '[:find ?v :in $ :where [6 :foo/int ?v]] conn)
:cc :known-types)
{'?v :db.type/long})))
(testing "Keyword entity."
(is (= (:known-types (:cc (populate '[:find ?v :in $ :where [:my/thing :foo/int ?v]] simple-schema)))
{'?v :db.type/integer}))))
(is (= (->
(populate '[:find ?v :in $ :where [:my/thing :foo/int ?v]] conn)
:cc :known-types)
{'?v :db.type/long}))))
(deftest test-value-constant-constraint-descends-into-not-and-or
(testing "Elision of types inside a join."
(is (= '{:select ([:datoms0.e :e]
[:datoms0.v :v]),
:modifiers [:distinct],
:from [[:datoms datoms0]],
:where (:and
[:= :datoms0.a "foo/int"]
[:not
[:exists
{:select [1],
:from [[:all_datoms all_datoms1]],
:where (:and
[:= :all_datoms1.e 15]
[:= :datoms0.v :all_datoms1.v])}]])}
(expand
'[:find ?e ?v :in $ :where
[?e :foo/int ?v]
(not [15 ?a ?v])]
simple-schema))))
(deftest-db test-value-constant-constraint-descends-into-not-and-or conn
(let [attrs (<? (<initialize-with-schema conn simple-schema))]
(testing "Elision of types inside a join."
(is (= {:select '([:datoms0.e :e]
[:datoms0.v :v]),
:modifiers [:distinct],
:from [[:datoms 'datoms0]],
:where (list :and
[:= :datoms0.a (:foo/int attrs)]
[:not
[:exists
{:select [1],
:from [[:all_datoms 'all_datoms1]],
:where (list :and
[:= :all_datoms1.e 15]
[:= :datoms0.v :all_datoms1.v])}]])}
(expand
'[:find ?e ?v :in $ :where
[?e :foo/int ?v]
(not [15 ?a ?v])]
conn))))
(testing "Type collisions inside :not."
(is (thrown-with-msg?
ExceptionInfo #"\?v already has type :db\.type\/integer"
(expand
'[:find ?e ?v :in $ :where
[?e :foo/int ?v]
(not [15 :foo/str ?v])]
simple-schema))))
(testing "Type collisions inside :or"
(is (thrown-with-msg?
ExceptionInfo #"\?v already has type :db\.type\/integer"
(expand
'[:find ?e ?v :in $ :where
[?e :foo/int ?v]
(or
[15 :foo/str ?v]
[10 :foo/int ?v])]
simple-schema)))))
(testing "Type collisions inside :not."
(is (thrown-with-msg?
ExceptionInfo #"v already has type :db.type.long"
(expand
'[:find ?e ?v :in $ :where
[?e :foo/int ?v]
(not [15 :foo/str ?v])]
conn))))
(deftest test-type-collision
(testing "Type collisions inside :or"
(is (thrown-with-msg?
ExceptionInfo #"v already has type :db.type.long"
(expand
'[:find ?e ?v :in $ :where
[?e :foo/int ?v]
(or
[15 :foo/str ?v]
[10 :foo/int ?v])]
conn))))))
(deftest-db test-type-collision conn
(<? (<initialize-with-schema conn simple-schema))
(let [find '[:find ?e ?v :in $
:where
[?e :foo/int ?v]
[?x :foo/str ?v]]]
(is (thrown-with-msg?
ExceptionInfo #"\?v already has type :db\.type\/integer"
(populate find simple-schema)))))
ExceptionInfo #"v already has type :db.type.long"
(populate find conn)))))
(deftest test-value-constant-constraint
(deftest-db test-value-constant-constraint conn
(<? (<initialize-with-schema conn simple-schema))
(is (= {:select '([:all_datoms0.e :foo]),
:modifiers [:distinct],
:from '[[:all_datoms all_datoms0]],
:where (list :and
(list :or
[:= :all_datoms0.value_type_tag 0]
;; In CLJS, this can also be an `instant`.
#?@(:cljs [[:= :all_datoms0.value_type_tag 4]])
[:= :all_datoms0.value_type_tag 5])
[:= :all_datoms0.v 99])}
(expand
'[:find ?foo :in $ :where
[?foo _ 99]]
simple-schema))))
conn))))
(deftest test-value-constant-constraint-elided-using-schema
(testing "There's no need to produce value_type_tag constraints when the attribute is specified."
(is
(= '{:select ([:datoms1.v :timestampMicros] [:datoms0.e :page]),
:modifiers [:distinct],
:from [[:datoms datoms0]
[:datoms datoms1]],
:where (:and
;; We don't need a type check on the range of page/starred...
[:= :datoms0.a "page/starred"]
[:= :datoms0.v 1]
[:= :datoms1.a "db/txInstant"]
[:not
[:exists
{:select [1],
:from [[:datoms datoms2]],
:where (:and
[:= :datoms2.a "foo/bar"]
[:= :datoms0.e :datoms2.e])}]]
[:= :datoms0.tx :datoms1.e])}
(expand
'[:find ?timestampMicros ?page :in $ ?latest :where
[?page :page/starred true ?t]
[?t :db/txInstant ?timestampMicros]
(not [?page :foo/bar _])]
(deftest-db test-value-constant-constraint-elided-using-schema conn
(let [attrs (<? (<initialize-with-schema conn schema-with-page))]
(testing "Our attributes were interned."
(is (integer? (d/entid (d/db conn) :foo/str)))
(is (integer? (d/entid (d/db conn) :page/starred))))
(merge
simple-schema
{:page/starred {:db/valueType :db.type/boolean
:db/ident :page/starred
:db/cardinality :db.cardinality/one}}))))))
(testing "There's no need to produce value_type_tag constraints when the attribute is specified."
(is
(= {:select '([:datoms1.v :timestampMicros] [:datoms0.e :page]),
:modifiers [:distinct],
:from [[:datoms 'datoms0]
[:datoms 'datoms1]],
:where (list :and
;; We don't need a type check on the range of page/starred...
[:= :datoms0.a (:page/starred attrs)]
[:= :datoms0.v 1]
[:= :datoms1.a (:db/txInstant attrs)]
[:not
[:exists
{:select [1],
:from [[:datoms 'datoms2]],
:where (list :and
[:= :datoms2.a (:foo/bar attrs)]
[:= :datoms0.e :datoms2.e])}]]
[:= :datoms0.tx :datoms1.e])}
(expand
'[:find ?timestampMicros ?page :in $ ?latest :where
[?page :page/starred true ?t]
[?t :db/txInstant ?timestampMicros]
(not [?page :foo/bar _])]
(deftest test-basic-join
(is (= {:select '([:datoms1.v :timestampMicros] [:datoms0.e :page]),
:modifiers [:distinct],
:from '[[:datoms datoms0]
[:datoms datoms1]],
:where (list
:and
[:= :datoms0.a "page/starred"]
[:= :datoms0.value_type_tag 1] ; boolean
[:= :datoms0.v 1]
[:= :datoms1.a "db/txInstant"]
[:not
(list :and (list :> :datoms0.tx (sql/param :latest)))]
[:= :datoms0.tx :datoms1.e])}
(expand
'[:find ?timestampMicros ?page :in $ ?latest :where
[?page :page/starred true ?t]
[?t :db/txInstant ?timestampMicros]
(not [(> ?t ?latest)])]
simple-schema))))
conn))))))
(deftest test-pattern-not-join
(is (= '{:select ([:datoms1.v :timestampMicros] [:datoms0.e :page]),
:modifiers [:distinct],
:from [[:datoms datoms0]
[:datoms datoms1]],
:where (:and
[:= :datoms0.a "page/starred"]
(deftest-db test-basic-join conn
;; Note that we use a schema without :page/starred, so we
;; don't know what type it is.
(let [attrs (<? (<initialize-with-schema conn simple-schema))]
(is (= {:select '([:datoms1.v :timestampMicros] [:datoms0.e :page]),
:modifiers [:distinct],
:from '([:datoms datoms0]
[:datoms datoms1]),
:where (list
:and
;; Note that :page/starred is literal, because
;; it's not present in the interned schema.
[:= :datoms0.a :page/starred]
[:= :datoms0.value_type_tag 1] ; boolean
[:= :datoms0.v 1]
[:= :datoms1.a "db/txInstant"]
[:= :datoms1.a (:db/txInstant attrs)]
[:not
(list :and (list :> :datoms0.tx (sql/param :latest)))]
[:= :datoms0.tx :datoms1.e])}
(expand
'[:find ?timestampMicros ?page :in $ ?latest :where
[?page :page/starred true ?t]
[?t :db/txInstant ?timestampMicros]
(not [(> ?t ?latest)])]
conn)))))
(deftest-db test-pattern-not-join conn
(let [attrs (<? (<initialize-with-schema conn simple-schema))]
(is (= {:select '([:datoms1.v :timestampMicros] [:datoms0.e :page]),
:modifiers [:distinct],
:from [[:datoms 'datoms0]
[:datoms 'datoms1]],
:where (list
:and
;; Note that :page/starred is literal, because
;; it's not present in the interned schema.
[:= :datoms0.a :page/starred]
[:= :datoms0.value_type_tag 1] ; boolean
[:= :datoms0.v 1]
[:= :datoms1.a (:db/txInstant attrs)]
[:not
[:exists
{:select [1],
:from [[:datoms datoms2]],
:where (:and
[:= :datoms2.a "foo/bar"]
:from [[:datoms 'datoms2]],
:where (list :and
[:= :datoms2.a (:foo/bar attrs)]
[:= :datoms0.e :datoms2.e])}]]
[:= :datoms0.tx :datoms1.e])}
(expand
'[:find ?timestampMicros ?page :in $ ?latest :where
[?page :page/starred true ?t]
[?t :db/txInstant ?timestampMicros]
(not [?page :foo/bar _])]
simple-schema))))
(expand
'[:find ?timestampMicros ?page :in $ ?latest :where
[?page :page/starred true ?t]
[?t :db/txInstant ?timestampMicros]
(not [?page :foo/bar _])]
conn)))))
;; Note that clause ordering is not directly correlated to the output: cross-bindings end up
;; at the front. The SQL engine will do its own analysis. See `clauses/expand-where-from-bindings`.
(deftest test-not-clause-ordering-preserved
(is (= {:select '([:datoms1.v :timestampMicros] [:datoms0.e :page]),
:modifiers [:distinct],
:from '[[:datoms datoms0]
[:datoms datoms1]],
:where (list
:and
[:= :datoms0.a "page/starred"]
[:= :datoms0.value_type_tag 1] ; boolean
[:= :datoms0.v 1]
[:not
(list :and (list :> :datoms0.tx (sql/param :latest)))]
[:= :datoms1.a "db/txInstant"]
[:= :datoms0.tx :datoms1.e]
)}
(expand
'[:find ?timestampMicros ?page :in $ ?latest :where
[?page :page/starred true ?t]
(not [(> ?t ?latest)])
[?t :db/txInstant ?timestampMicros]]
simple-schema))))
(deftest test-pattern-not-join-ordering-preserved
(is (= '{:select ([:datoms2.v :timestampMicros] [:datoms0.e :page]),
:modifiers [:distinct],
:from [[:datoms datoms0]
[:datoms datoms2]],
:where (:and
[:= :datoms0.a "page/starred"]
[:= :datoms0.value_type_tag 1] ; boolean
(deftest-db test-not-clause-ordering-preserved conn
(let [attrs (<? (<initialize-with-schema conn schema-with-page))]
(is (= {:select '([:datoms1.v :timestampMicros] [:datoms0.e :page]),
:modifiers [:distinct],
:from '[[:datoms datoms0]
[:datoms datoms1]],
:where (list
:and
;; We don't need a value tag constraint -- we know the range of the attribute.
[:= :datoms0.a (:page/starred attrs)]
[:= :datoms0.v 1]
[:not
[:exists
{:select [1],
:from [[:datoms datoms1]],
:where (:and
[:= :datoms1.a "foo/bar"]
[:= :datoms0.e :datoms1.e])}]]
[:= :datoms2.a "db/txInstant"]
[:= :datoms0.tx :datoms2.e]
(list :and (list :> :datoms0.tx (sql/param :latest)))]
[:= :datoms1.a (:db/txInstant attrs)]
[:= :datoms0.tx :datoms1.e]
)}
(expand
'[:find ?timestampMicros ?page :in $ ?latest :where
[?page :page/starred true ?t]
(not [?page :foo/bar _])
[?t :db/txInstant ?timestampMicros]]
simple-schema))))
(expand
'[:find ?timestampMicros ?page :in $ ?latest :where
[?page :page/starred true ?t]
(not [(> ?t ?latest)])
[?t :db/txInstant ?timestampMicros]]
conn)))))
(deftest test-single-or
(is (= '{:select ([:datoms0.e :page]),
:modifiers [:distinct],
:from ([:datoms datoms0] [:datoms datoms1] [:datoms datoms2]),
:where (:and
[:= :datoms0.a "page/url"]
[:= :datoms0.value_type_tag 10]
[:= :datoms0.v "http://example.com/"]
[:= :datoms1.a "page/title"]
[:= :datoms2.a "page/loves"]
[:= :datoms0.e :datoms1.e]
[:= :datoms0.e :datoms2.v])}
(expand
'[:find ?page :in $ ?latest :where
[?page :page/url "http://example.com/"]
[?page :page/title ?title]
(or
[?entity :page/loves ?page])]
simple-schema))))
(deftest-db test-pattern-not-join-ordering-preserved conn
(let [attrs (<? (<initialize-with-schema conn schema-with-page))]
(is (= {:select '([:datoms2.v :timestampMicros] [:datoms0.e :page]),
:modifiers [:distinct],
:from [[:datoms 'datoms0]
[:datoms 'datoms2]],
:where (list :and
;; We don't need a value tag constraint -- we know the range of the attribute.
[:= :datoms0.a (:page/starred attrs)]
[:= :datoms0.v 1]
[:not
[:exists
{:select [1],
:from [[:datoms 'datoms1]],
:where (list :and
[:= :datoms1.a (:foo/bar attrs)]
[:= :datoms0.e :datoms1.e])}]]
[:= :datoms2.a (:db/txInstant attrs)]
[:= :datoms0.tx :datoms2.e])}
(expand
'[:find ?timestampMicros ?page :in $ ?latest :where
[?page :page/starred true ?t]
(not [?page :foo/bar _])
[?t :db/txInstant ?timestampMicros]]
conn)))))
(deftest test-simple-or
(is (= '{:select ([:datoms0.e :page]),
:modifiers [:distinct],
:from ([:datoms datoms0] [:datoms datoms1] [:datoms datoms2]),
:where (:and
[:= :datoms0.a "page/url"]
[:= :datoms0.value_type_tag 10]
[:= :datoms0.v "http://example.com/"]
[:= :datoms1.a "page/title"]
(:or
[:= :datoms2.a "page/likes"]
[:= :datoms2.a "page/loves"])
[:= :datoms0.e :datoms1.e]
[:= :datoms0.e :datoms2.v])}
(expand
'[:find ?page :in $ ?latest :where
[?page :page/url "http://example.com/"]
[?page :page/title ?title]
(or
[?entity :page/likes ?page]
[?entity :page/loves ?page])]
simple-schema))))
(deftest-db test-single-or conn
(let [attrs (<? (<initialize-with-schema conn schema-with-page))]
(is (= {:select '([:datoms0.e :page]),
:modifiers [:distinct],
:from '([:datoms datoms0] [:datoms datoms1] [:datoms datoms2]),
:where (list :and
[:= :datoms0.a (:page/url attrs)]
[:= :datoms0.v "http://example.com/"]
[:= :datoms1.a (:page/title attrs)]
[:= :datoms2.a (:page/loves attrs)]
[:= :datoms0.e :datoms1.e]
[:= :datoms0.e :datoms2.v])}
(expand
'[:find ?page :in $ ?latest :where
[?page :page/url "http://example.com/"]
[?page :page/title ?title]
(or
[?entity :page/loves ?page])]
conn)))))
(deftest test-tag-projection
(is (= '{:select ([:datoms0.e :page]
[:datoms1.v :thing]
[:datoms1.value_type_tag :_thing_type_tag]),
:modifiers [:distinct],
:from ([:datoms datoms0]
[:datoms datoms1]),
:where (:and
[:= :datoms0.a "page/url"]
[:= :datoms0.value_type_tag 10]
[:= :datoms0.v "http://example.com/"]
(:or
[:= :datoms1.a "page/likes"]
[:= :datoms1.a "page/loves"])
[:= :datoms0.e :datoms1.e])}
(expand
'[:find ?page ?thing :in $ ?latest :where
[?page :page/url "http://example.com/"]
(or
[?page :page/likes ?thing]
[?page :page/loves ?thing])]
simple-schema))))
(deftest-db test-simple-or conn
(let [attrs (<? (<initialize-with-schema conn schema-with-page))]
(is (= {:select '([:datoms0.e :page]),
:modifiers [:distinct],
:from '([:datoms datoms0] [:datoms datoms1] [:datoms datoms2]),
:where (list :and
[:= :datoms0.a (:page/url attrs)]
[:= :datoms0.v "http://example.com/"]
[:= :datoms1.a (:page/title attrs)]
(list :or
[:= :datoms2.a (:page/likes attrs)]
[:= :datoms2.a (:page/loves attrs)])
[:= :datoms0.e :datoms1.e]
[:= :datoms0.e :datoms2.v])}
(expand
'[:find ?page :in $ ?latest :where
[?page :page/url "http://example.com/"]
[?page :page/title ?title]
(or
[?entity :page/likes ?page]
[?entity :page/loves ?page])]
conn)))))
(defn tag-clauses [column input]
(let [codes (cc/->tag-codes input)]
(if (= 1 (count codes))
[:= column (first codes)]
(cons :or (map (fn [tag]
[:= column tag])
codes)))))
(deftest-db test-url-tag conn
(let [attrs (<? (<initialize-with-schema conn schema-with-page))]
(is (= {:select '([:all_datoms0.e :page]
[:datoms1.v :thing]),
:modifiers [:distinct],
:from '([:all_datoms all_datoms0]
[:datoms datoms1]),
:where (list
:and
(tag-clauses :all_datoms0.value_type_tag "http://example.com/")
[:= :all_datoms0.v "http://example.com/"]
(list
:or
[:= :datoms1.a (:page/likes attrs)]
[:= :datoms1.a (:page/loves attrs)])
[:= :all_datoms0.e :datoms1.e])}
(expand
'[:find ?page ?thing :in $ ?latest :where
[?page _ "http://example.com/"]
(or
[?page :page/likes ?thing]
[?page :page/loves ?thing])]
conn)))))
(deftest-db test-tag-projection conn
(let [attrs (<? (<initialize-with-schema conn schema-with-page))]
(is (= {:select '([:all_datoms0.e :page]
[:all_datoms0.v :thing]
[:all_datoms0.value_type_tag :_thing_type_tag]),
:modifiers [:distinct],
:from '([:all_datoms all_datoms0])}
(expand
'[:find ?page ?thing :in $ :where
[?page _ ?thing]]
conn)))))