feat: make query preperation a JIT operation to improve startup time

Dockerfile

@@ -29,9 +29,9 @@ COPY --from=react-build /web/build/ ./internal/serv/web/build
 
 RUN go mod vendor
 RUN make build
-RUN echo "Compressing binary, will take a bit of time..." && \
+# RUN echo "Compressing binary, will take a bit of time..." && \
-  upx --ultra-brute -qq super-graph && \
+#   upx --ultra-brute -qq super-graph && \
-  upx -t super-graph
+#   upx -t super-graph
 
 
 

README.md

@@ -52,7 +52,9 @@ func main() {
     }
   }`
 
-  res, err := sg.GraphQL(context.Background(), query, nil)
+  ctx = context.WithValue(ctx, core.UserIDKey, 1)
+
+  res, err := sg.GraphQL(ctx, query, nil)
   if err != nil {
     log.Fatal(err)
   }
@@ -90,7 +92,7 @@ This compiler is what sits at the heart of Super Graph, with layers of useful fu
 - Fuzz tested for security
 - Database migrations tool
 - Database seeding tool
-- Works with Postgres and YugabyteDB
+- Works with Postgres and Yugabyte DB
 - OpenCensus Support: Zipkin, Prometheus, X-Ray, Stackdriver
 
 ## Documentation

core/api.go

@@ -32,7 +32,9 @@
 			}
 		}`
 
-		res, err := sg.GraphQL(context.Background(), query, nil)
+		ctx = context.WithValue(ctx, core.UserIDKey, 1)
+
+		res, err := sg.GraphQL(ctx, query, nil)
 		if err != nil {
 			log.Fatal(err)
 		}
@@ -47,6 +49,7 @@ import (
 	"crypto/sha256"
 	"database/sql"
 	"encoding/json"
+	"hash/maphash"
 	_log "log"
 	"os"
 
@@ -81,7 +84,8 @@ type SuperGraph struct {
 	schema      *psql.DBSchema
 	allowList   *allow.List
 	encKey      [32]byte
-	prepared    map[string]*preparedItem
+	hashSeed    maphash.Seed
+	queries     map[uint64]*query
 	roles       map[string]*Role
 	getRole     *sql.Stmt
 	rmap        map[uint64]*resolvFn
@@ -105,10 +109,11 @@ func newSuperGraph(conf *Config, db *sql.DB, dbinfo *psql.DBInfo) (*SuperGraph,
 	}
 
 	sg := &SuperGraph{
-		conf:   conf,
+		conf:     conf,
-		db:     db,
+		db:       db,
-		dbinfo: dbinfo,
+		dbinfo:   dbinfo,
-		log:    _log.New(os.Stdout, "", 0),
+		log:      _log.New(os.Stdout, "", 0),
+		hashSeed: maphash.MakeSeed(),
 	}
 
 	if err := sg.initConfig(); err != nil {

core/args.go

@@ -1,76 +1,18 @@
 package core
 
 import (
-	"bytes"
 	"encoding/json"
 	"fmt"
-	"io"
 
+	"github.com/dosco/super-graph/core/internal/psql"
 	"github.com/dosco/super-graph/jsn"
 )
 
-// argMap function is used to string replace variables with values by
-// the fasttemplate code
-func (c *scontext) argMap() func(w io.Writer, tag string) (int, error) {
-	return func(w io.Writer, tag string) (int, error) {
-		switch tag {
-		case "user_id_provider":
-			if v := c.Value(UserIDProviderKey); v != nil {
-				return io.WriteString(w, v.(string))
-			}
-			return 0, argErr("user_id_provider")
-
-		case "user_id":
-			if v := c.Value(UserIDKey); v != nil {
-				return io.WriteString(w, v.(string))
-			}
-			return 0, argErr("user_id")
-
-		case "user_role":
-			if v := c.Value(UserRoleKey); v != nil {
-				return io.WriteString(w, v.(string))
-			}
-			return 0, argErr("user_role")
-		}
-
-		fields := jsn.Get(c.vars, [][]byte{[]byte(tag)})
-
-		if len(fields) == 0 {
-			return 0, argErr(tag)
-
-		}
-		v := fields[0].Value
-
-		if isJsonScalarArray(v) {
-			return w.Write(jsonListToValues(v))
-		}
-
-		// Open and close quotes
-		if len(v) >= 2 && v[0] == '"' && v[len(v)-1] == '"' {
-			fields[0].Value = v[1 : len(v)-1]
-		}
-
-		if tag == "cursor" {
-			if bytes.EqualFold(v, []byte("null")) {
-				return io.WriteString(w, ``)
-			}
-			v1, err := c.sg.decrypt(string(fields[0].Value))
-			if err != nil {
-				return 0, err
-			}
-
-			return w.Write(v1)
-		}
-
-		return w.Write(escSQuote(fields[0].Value))
-	}
-}
-
 // argList function is used to create a list of arguments to pass
-// to a prepared statement. FYI no escaping of single quotes is
+// to a prepared statement.
-// needed here
+
-func (c *scontext) argList(args [][]byte) ([]interface{}, error) {
+func (c *scontext) argList(md psql.Metadata) ([]interface{}, error) {
-	vars := make([]interface{}, len(args))
+	vars := make([]interface{}, len(md.Params))
 
 	var fields map[string]json.RawMessage
 	var err error
@@ -83,31 +25,30 @@ func (c *scontext) argList(args [][]byte) ([]interface{}, error) {
 		}
 	}
 
-	for i := range args {
+	for i, p := range md.Params {
-		av := args[i]
+		switch p.Name {
-		switch {
+		case "user_id":
-		case bytes.Equal(av, []byte("user_id")):
 			if v := c.Value(UserIDKey); v != nil {
 				vars[i] = v.(string)
 			} else {
-				return nil, argErr("user_id")
+				return nil, argErr(p)
 			}
 
-		case bytes.Equal(av, []byte("user_id_provider")):
+		case "user_id_provider":
 			if v := c.Value(UserIDProviderKey); v != nil {
 				vars[i] = v.(string)
 			} else {
-				return nil, argErr("user_id_provider")
+				return nil, argErr(p)
 			}
 
-		case bytes.Equal(av, []byte("user_role")):
+		case "user_role":
 			if v := c.Value(UserRoleKey); v != nil {
 				vars[i] = v.(string)
 			} else {
-				return nil, argErr("user_role")
+				return nil, argErr(p)
 			}
 
-		case bytes.Equal(av, []byte("cursor")):
+		case "cursor":
 			if v, ok := fields["cursor"]; ok && v[0] == '"' {
 				v1, err := c.sg.decrypt(string(v[1 : len(v)-1]))
 				if err != nil {
@@ -115,18 +56,22 @@ func (c *scontext) argList(args [][]byte) ([]interface{}, error) {
 				}
 				vars[i] = v1
 			} else {
-				return nil, argErr("cursor")
+				return nil, argErr(p)
 			}
 
 		default:
-			if v, ok := fields[string(av)]; ok {
+			if v, ok := fields[p.Name]; ok {
+				switch {
+				case p.IsArray && v[0] != '[':
+					return nil, fmt.Errorf("variable '%s' should be an array of type '%s'", p.Name, p.Type)
+
+				case p.Type == "json" && v[0] != '[' && v[0] != '{':
+					return nil, fmt.Errorf("variable '%s' should be an array or object", p.Name)
+				}
+
 				switch v[0] {
 				case '[', '{':
-					if isJsonScalarArray(v) {
+					vars[i] = v
-						vars[i] = jsonListToValues(v)
-					} else {
-						vars[i] = v
-					}
 
 				default:
 					var val interface{}
@@ -137,7 +82,7 @@ func (c *scontext) argList(args [][]byte) ([]interface{}, error) {
 				}
 
 			} else {
-				return nil, argErr(string(av))
+				return nil, argErr(p)
 			}
 		}
 	}
@@ -145,64 +90,6 @@ func (c *scontext) argList(args [][]byte) ([]interface{}, error) {
 	return vars, nil
 }
 
-//
+func argErr(p psql.Param) error {
-func escSQuote(b []byte) []byte {
+	return fmt.Errorf("required variable '%s' of type '%s' must be set", p.Name, p.Type)
-	var buf *bytes.Buffer
-	s := 0
-	for i := range b {
-		if b[i] == '\'' {
-			if buf == nil {
-				buf = &bytes.Buffer{}
-			}
-			buf.Write(b[s:i])
-			buf.WriteString(`''`)
-			s = i + 1
-		}
-	}
-
-	if buf == nil {
-		return b
-	}
-
-	l := len(b)
-	if s < (l - 1) {
-		buf.Write(b[s:l])
-	}
-	return buf.Bytes()
-}
-
-func isJsonScalarArray(b []byte) bool {
-	if b[0] != '[' || b[len(b)-1] != ']' {
-		return false
-	}
-	for i := range b {
-		switch b[i] {
-		case '{':
-			return false
-		case '[', ' ', '\t', '\n':
-			continue
-		default:
-			return true
-		}
-	}
-	return true
-}
-
-func jsonListToValues(b []byte) []byte {
-	s := 0
-	for i := 1; i < len(b)-1; i++ {
-		if b[i] == '"' && s%2 == 0 {
-			b[i] = '\''
-		}
-		if b[i] == '\\' {
-			s++
-		} else {
-			s = 0
-		}
-	}
-	return b[1 : len(b)-1]
-}
-
-func argErr(name string) error {
-	return fmt.Errorf("query requires variable '%s' to be set", name)
 }

core/args_test.go

@@ -1,13 +0,0 @@
-package core
-
-import "testing"
-
-func TestEscQuote(t *testing.T) {
-	val := "That's the worst, don''t be calling me's again"
-	exp := "That''s the worst, don''''t be calling me''s again"
-	ret := escSQuote([]byte(val))
-
-	if exp != string(ret) {
-		t.Errorf("escSQuote failed: %s", string(ret))
-	}
-}

core/bench.11

@@ -0,0 +1,41 @@
+INF roles_query not defined: attribute based access control disabled
+all expectations were already fulfilled, call to Query 'SELECT jsonb_build_object('users', "__sj_0"."json", 'products', "__sj_1"."json") as "__root" FROM (SELECT coalesce(jsonb_agg("__sj_1"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "__sj_2"."json" AS "customers", "__sj_3"."json" AS "user" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('20') :: integer) AS "products_1" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_3".*) AS "json"FROM (SELECT "users_3"."full_name" AS "full_name", "users_3"."phone" AS "phone", "users_3"."email" AS "email" FROM (SELECT "users"."full_name", "users"."phone", "users"."email" FROM "users" WHERE ((("users"."id") = ("products_1"."user_id"))) LIMIT ('1') :: integer) AS "users_3") AS "__sr_3") AS "__sj_3" ON ('true') LEFT OUTER JOIN LATERAL (SELECT coalesce(jsonb_agg("__sj_2"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_2".*) AS "json"FROM (SELECT "customers_2"."id" AS "id", "customers_2"."email" AS "email" FROM (SELECT "customers"."id", "customers"."email" FROM "customers" LEFT OUTER JOIN "purchases" ON (("purchases"."product_id") = ("products_1"."id")) WHERE ((("customers"."id") = ("purchases"."customer_id"))) LIMIT ('20') :: integer) AS "customers_2") AS "__sr_2") AS "__sj_2") AS "__sj_2" ON ('true')) AS "__sr_1") AS "__sj_1") AS "__sj_1", (SELECT coalesce(jsonb_agg("__sj_0"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "users_0"."id" AS "id", "users_0"."name" AS "name" FROM (SELECT "users"."id" FROM "users" GROUP BY "users"."id" LIMIT ('20') :: integer) AS "users_0") AS "__sr_0") AS "__sj_0") AS "__sj_0"' with args [] was not expected
+goos: darwin
+goarch: amd64
+pkg: github.com/dosco/super-graph/core
+BenchmarkGraphQL-16    	INF roles_query not defined: attribute based access control disabled
+all expectations were already fulfilled, call to Query 'SELECT jsonb_build_object('users', "__sj_0"."json", 'products', "__sj_1"."json") as "__root" FROM (SELECT coalesce(jsonb_agg("__sj_1"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "__sj_2"."json" AS "customers", "__sj_3"."json" AS "user" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('20') :: integer) AS "products_1" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_3".*) AS "json"FROM (SELECT "users_3"."full_name" AS "full_name", "users_3"."phone" AS "phone", "users_3"."email" AS "email" FROM (SELECT "users"."full_name", "users"."phone", "users"."email" FROM "users" WHERE ((("users"."id") = ("products_1"."user_id"))) LIMIT ('1') :: integer) AS "users_3") AS "__sr_3") AS "__sj_3" ON ('true') LEFT OUTER JOIN LATERAL (SELECT coalesce(jsonb_agg("__sj_2"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_2".*) AS "json"FROM (SELECT "customers_2"."id" AS "id", "customers_2"."email" AS "email" FROM (SELECT "customers"."id", "customers"."email" FROM "customers" LEFT OUTER JOIN "purchases" ON (("purchases"."product_id") = ("products_1"."id")) WHERE ((("customers"."id") = ("purchases"."customer_id"))) LIMIT ('20') :: integer) AS "customers_2") AS "__sr_2") AS "__sj_2") AS "__sj_2" ON ('true')) AS "__sr_1") AS "__sj_1") AS "__sj_1", (SELECT coalesce(jsonb_agg("__sj_0"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "users_0"."id" AS "id", "users_0"."name" AS "name" FROM (SELECT "users"."id" FROM "users" GROUP BY "users"."id" LIMIT ('20') :: integer) AS "users_0") AS "__sr_0") AS "__sj_0") AS "__sj_0"' with args [] was not expected
+INF roles_query not defined: attribute based access control disabled
+all expectations were already fulfilled, call to Query 'SELECT jsonb_build_object('users', "__sj_0"."json", 'products', "__sj_1"."json") as "__root" FROM (SELECT coalesce(jsonb_agg("__sj_1"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "__sj_2"."json" AS "customers", "__sj_3"."json" AS "user" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('20') :: integer) AS "products_1" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_3".*) AS "json"FROM (SELECT "users_3"."full_name" AS "full_name", "users_3"."phone" AS "phone", "users_3"."email" AS "email" FROM (SELECT "users"."full_name", "users"."phone", "users"."email" FROM "users" WHERE ((("users"."id") = ("products_1"."user_id"))) LIMIT ('1') :: integer) AS "users_3") AS "__sr_3") AS "__sj_3" ON ('true') LEFT OUTER JOIN LATERAL (SELECT coalesce(jsonb_agg("__sj_2"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_2".*) AS "json"FROM (SELECT "customers_2"."id" AS "id", "customers_2"."email" AS "email" FROM (SELECT "customers"."id", "customers"."email" FROM "customers" LEFT OUTER JOIN "purchases" ON (("purchases"."product_id") = ("products_1"."id")) WHERE ((("customers"."id") = ("purchases"."customer_id"))) LIMIT ('20') :: integer) AS "customers_2") AS "__sr_2") AS "__sj_2") AS "__sj_2" ON ('true')) AS "__sr_1") AS "__sj_1") AS "__sj_1", (SELECT coalesce(jsonb_agg("__sj_0"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "users_0"."id" AS "id", "users_0"."name" AS "name" FROM (SELECT "users"."id" FROM "users" GROUP BY "users"."id" LIMIT ('20') :: integer) AS "users_0") AS "__sr_0") AS "__sj_0") AS "__sj_0"' with args [] was not expected
+INF roles_query not defined: attribute based access control disabled
+all expectations were already fulfilled, call to Query 'SELECT jsonb_build_object('users', "__sj_0"."json", 'products', "__sj_1"."json") as "__root" FROM (SELECT coalesce(jsonb_agg("__sj_1"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "__sj_2"."json" AS "customers", "__sj_3"."json" AS "user" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('20') :: integer) AS "products_1" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_3".*) AS "json"FROM (SELECT "users_3"."full_name" AS "full_name", "users_3"."phone" AS "phone", "users_3"."email" AS "email" FROM (SELECT "users"."full_name", "users"."phone", "users"."email" FROM "users" WHERE ((("users"."id") = ("products_1"."user_id"))) LIMIT ('1') :: integer) AS "users_3") AS "__sr_3") AS "__sj_3" ON ('true') LEFT OUTER JOIN LATERAL (SELECT coalesce(jsonb_agg("__sj_2"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_2".*) AS "json"FROM (SELECT "customers_2"."id" AS "id", "customers_2"."email" AS "email" FROM (SELECT "customers"."id", "customers"."email" FROM "customers" LEFT OUTER JOIN "purchases" ON (("purchases"."product_id") = ("products_1"."id")) WHERE ((("customers"."id") = ("purchases"."customer_id"))) LIMIT ('20') :: integer) AS "customers_2") AS "__sr_2") AS "__sj_2") AS "__sj_2" ON ('true')) AS "__sr_1") AS "__sj_1") AS "__sj_1", (SELECT coalesce(jsonb_agg("__sj_0"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "users_0"."id" AS "id", "users_0"."name" AS "name" FROM (SELECT "users"."id" FROM "users" GROUP BY "users"."id" LIMIT ('20') :: integer) AS "users_0") AS "__sr_0") AS "__sj_0") AS "__sj_0"' with args [] was not expected
+  105048	     10398 ns/op	   18342 B/op	      55 allocs/op
+PASS
+ok  	github.com/dosco/super-graph/core	1.328s
+PASS
+ok  	github.com/dosco/super-graph/core/internal/allow	0.088s
+?   	github.com/dosco/super-graph/core/internal/crypto	[no test files]
+?   	github.com/dosco/super-graph/core/internal/integration_tests	[no test files]
+PASS
+ok  	github.com/dosco/super-graph/core/internal/integration_tests/cockroachdb	0.121s
+PASS
+ok  	github.com/dosco/super-graph/core/internal/integration_tests/postgresql	0.118s
+goos: darwin
+goarch: amd64
+pkg: github.com/dosco/super-graph/core/internal/psql
+BenchmarkCompile-16            	   79845	     14428 ns/op	    4584 B/op	      39 allocs/op
+BenchmarkCompileParallel-16    	  326205	      3918 ns/op	    4633 B/op	      39 allocs/op
+PASS
+ok  	github.com/dosco/super-graph/core/internal/psql	2.696s
+goos: darwin
+goarch: amd64
+pkg: github.com/dosco/super-graph/core/internal/qcode
+BenchmarkQCompile-16        	  146953	      8049 ns/op	    3756 B/op	      28 allocs/op
+BenchmarkQCompileP-16       	  475936	      2447 ns/op	    3790 B/op	      28 allocs/op
+BenchmarkParse-16           	  140811	      8163 ns/op	    3902 B/op	      18 allocs/op
+BenchmarkParseP-16          	  571345	      2041 ns/op	    3903 B/op	      18 allocs/op
+BenchmarkSchemaParse-16     	  230715	      5012 ns/op	    3968 B/op	      57 allocs/op
+BenchmarkSchemaParseP-16    	  802426	      1565 ns/op	    3968 B/op	      57 allocs/op
+PASS
+ok  	github.com/dosco/super-graph/core/internal/qcode	8.427s
+?   	github.com/dosco/super-graph/core/internal/util	[no test files]

core/build.go

@@ -12,10 +12,10 @@ import (
 )
 
 type stmt struct {
-	role    *Role
+	role *Role
-	qc      *qcode.QCode
+	qc   *qcode.QCode
-	skipped uint32
+	md   psql.Metadata
-	sql     string
+	sql  string
 }
 
 func (sg *SuperGraph) buildStmt(qt qcode.QType, query, vars []byte, role string) ([]stmt, error) {
@@ -62,12 +62,11 @@ func (sg *SuperGraph) buildRoleStmt(query, vars []byte, role string) ([]stmt, er
 	stmts := []stmt{stmt{role: ro, qc: qc}}
 	w := &bytes.Buffer{}
 
-	skipped, err := sg.pc.Compile(qc, w, psql.Variables(vm))
+	stmts[0].md, err = sg.pc.Compile(w, qc, psql.Variables(vm))
 	if err != nil {
 		return nil, err
 	}
 
-	stmts[0].skipped = skipped
 	stmts[0].sql = w.String()
 
 	return stmts, nil
@@ -104,14 +103,13 @@ func (sg *SuperGraph) buildMultiStmt(query, vars []byte) ([]stmt, error) {
 		}
 
 		stmts = append(stmts, stmt{role: role, qc: qc})
+		s := &stmts[len(stmts)-1]
 
-		skipped, err := sg.pc.Compile(qc, w, psql.Variables(vm))
+		s.md, err = sg.pc.Compile(w, qc, psql.Variables(vm))
 		if err != nil {
 			return nil, err
 		}
 
-		s := &stmts[len(stmts)-1]
-		s.skipped = skipped
 		s.sql = w.String()
 		w.Reset()
 	}

core/config.go

@@ -30,12 +30,10 @@ type Config struct {
 	// or other database functions
 	SetUserID bool `mapstructure:"set_user_id"`
 
-	// DefaultAllow reverses the blocked by default behaviour for queries in
+	// DefaultBlock ensures that in anonymous mode (role 'anon') all tables
-	// anonymous mode. (anon role)
+	// are blocked from queries and mutations. To open access to tables in
-	// For example if the table `users` is not listed under the anon role then
+	// anonymous mode they have to be added to the 'anon' role config.
-	// access to it would by default for unauthenticated queries this reverses
+	DefaultBlock bool `mapstructure:"default_block"`
-	// this behavior (!!! Use with caution !!!!)
-	DefaultAllow bool `mapstructure:"default_allow"`
 
 	// Vars is a map of hardcoded variables that can be leveraged in your
 	// queries (eg variable admin_id will be $admin_id in the query)
@@ -57,6 +55,9 @@ type Config struct {
 	// Roles contains all the configuration for all the roles you want to support
 	// `user` and `anon` are two default roles. User role is for when a user ID is
 	// available and Anon when it's not.
+	//
+	// If you're using the RolesQuery config to enable atribute based acess control then
+	// you can add more custom roles.
 	Roles []Role
 
 	// Inflections is to add additionally singular to plural mappings
@@ -108,12 +109,12 @@ type Role struct {
 // RoleTable struct contains role specific access control values for a database table
 type RoleTable struct {
 	Name     string
-	ReadOnly *bool `mapstructure:"read_only"`
+	ReadOnly bool `mapstructure:"read_only"`
 
-	Query  Query
+	Query  *Query
-	Insert Insert
+	Insert *Insert
-	Update Update
+	Update *Update
-	Delete Delete
+	Delete *Delete
 }
 
 // Query struct contains access control values for query operations
@@ -122,7 +123,7 @@ type Query struct {
 	Filters          []string
 	Columns          []string
 	DisableFunctions bool `mapstructure:"disable_functions"`
-	Block            *bool
+	Block            bool
 }
 
 // Insert struct contains access control values for insert operations
@@ -130,7 +131,7 @@ type Insert struct {
 	Filters []string
 	Columns []string
 	Presets map[string]string
-	Block   *bool
+	Block   bool
 }
 
 // Insert struct contains access control values for update operations
@@ -138,14 +139,59 @@ type Update struct {
 	Filters []string
 	Columns []string
 	Presets map[string]string
-	Block   *bool
+	Block   bool
 }
 
 // Delete struct contains access control values for delete operations
 type Delete struct {
 	Filters []string
 	Columns []string
-	Block   *bool
+	Block   bool
+}
+
+// AddRoleTable function is a helper function to make it easy to add per-table
+// row-level config
+func (c *Config) AddRoleTable(role string, table string, conf interface{}) error {
+	var r *Role
+
+	for i := range c.Roles {
+		if strings.EqualFold(c.Roles[i].Name, role) {
+			r = &c.Roles[i]
+			break
+		}
+	}
+	if r == nil {
+		nr := Role{Name: role}
+		c.Roles = append(c.Roles, nr)
+		r = &nr
+	}
+
+	var t *RoleTable
+	for i := range r.Tables {
+		if strings.EqualFold(r.Tables[i].Name, table) {
+			t = &r.Tables[i]
+			break
+		}
+	}
+	if t == nil {
+		nt := RoleTable{Name: table}
+		r.Tables = append(r.Tables, nt)
+		t = &nt
+	}
+
+	switch v := conf.(type) {
+	case Query:
+		t.Query = &v
+	case Insert:
+		t.Insert = &v
+	case Update:
+		t.Update = &v
+	case Delete:
+		t.Delete = &v
+	default:
+		return fmt.Errorf("unsupported object type: %t", v)
+	}
+	return nil
 }
 
 // ReadInConfig function reads in the config file for the environment specified in the GO_ENV

core/consts.go

@@ -5,11 +5,6 @@ import (
 	"errors"
 )
 
-const (
-	openVar  = "{{"
-	closeVar = "}}"
-)
-
 var (
 	errNotFound = errors.New("not found in prepared statements")
 )

core/core.go

@@ -1,17 +1,15 @@
 package core
 
 import (
-	"bytes"
 	"context"
 	"database/sql"
 	"encoding/json"
 	"fmt"
+	"hash/maphash"
 	"time"
 
 	"github.com/dosco/super-graph/core/internal/psql"
 	"github.com/dosco/super-graph/core/internal/qcode"
-
-	"github.com/valyala/fasttemplate"
 )
 
 type OpType int
@@ -93,7 +91,8 @@ func (sg *SuperGraph) initCompilers() error {
 	}
 
 	sg.qc, err = qcode.NewCompiler(qcode.Config{
-		Blocklist: sg.conf.Blocklist,
+		DefaultBlock: sg.conf.DefaultBlock,
+		Blocklist:    sg.conf.Blocklist,
 	})
 	if err != nil {
 		return err
@@ -126,7 +125,7 @@ func (c *scontext) execQuery() ([]byte, error) {
 		return nil, err
 	}
 
-	if len(data) == 0 || st.skipped == 0 {
+	if len(data) == 0 || st.md.Skipped == 0 {
 		return data, nil
 	}
 
@@ -167,32 +166,43 @@ func (c *scontext) resolvePreparedSQL() ([]byte, *stmt, error) {
 
 	} else {
 		role = c.role
-
 	}
 
 	c.res.role = role
 
-	ps, ok := c.sg.prepared[stmtHash(c.res.name, role)]
+	h := maphash.Hash{}
+	h.SetSeed(c.sg.hashSeed)
+
+	q, ok := c.sg.queries[queryID(&h, c.res.name, role)]
 	if !ok {
 		return nil, nil, errNotFound
 	}
-	c.res.sql = ps.st.sql
+
+	if q.sd == nil {
+		q.Do(func() { c.sg.prepare(q, role) })
+
+		if q.err != nil {
+			return nil, nil, err
+		}
+	}
+
+	c.res.sql = q.st.sql
 
 	var root []byte
 	var row *sql.Row
 
-	varsList, err := c.argList(ps.args)
+	varsList, err := c.argList(q.st.md)
 	if err != nil {
 		return nil, nil, err
 	}
 
 	if useTx {
-		row = tx.Stmt(ps.sd).QueryRow(varsList...)
+		row = tx.Stmt(q.sd).QueryRow(varsList...)
 	} else {
-		row = ps.sd.QueryRow(varsList...)
+		row = q.sd.QueryRow(varsList...)
 	}
 
-	if ps.roleArg {
+	if q.roleArg {
 		err = row.Scan(&role, &root)
 	} else {
 		err = row.Scan(&root)
@@ -206,15 +216,15 @@ func (c *scontext) resolvePreparedSQL() ([]byte, *stmt, error) {
 
 	if useTx {
 		if err := tx.Commit(); err != nil {
-			return nil, nil, err
+			return nil, nil, q.err
 		}
 	}
 
-	if root, err = c.sg.encryptCursor(ps.st.qc, root); err != nil {
+	if root, err = c.sg.encryptCursor(q.st.qc, root); err != nil {
 		return nil, nil, err
 	}
 
-	return root, &ps.st, nil
+	return root, &q.st, nil
 }
 
 func (c *scontext) resolveSQL() ([]byte, *stmt, error) {
@@ -252,15 +262,23 @@ func (c *scontext) resolveSQL() ([]byte, *stmt, error) {
 		return nil, nil, err
 	}
 	st := &stmts[0]
+	c.res.sql = st.sql
 
-	t := fasttemplate.New(st.sql, openVar, closeVar)
+	varList, err := c.argList(st.md)
-	buf := &bytes.Buffer{}
-
-	_, err = t.ExecuteFunc(buf, c.argMap())
 	if err != nil {
 		return nil, nil, err
 	}
-	finalSQL := buf.String()
+	// finalSQL := buf.String()
+
+	////
+
+	// _, err = t.ExecuteFunc(buf, c.argMap(st.md))
+	// if err != nil {
+	// 	return nil, nil, err
+	// }
+	// finalSQL := buf.String()
+
+	/////
 
 	// var stime time.Time
 
@@ -275,9 +293,9 @@ func (c *scontext) resolveSQL() ([]byte, *stmt, error) {
 	// defaultRole := c.role
 
 	if useTx {
-		row = tx.QueryRowContext(c, finalSQL)
+		row = tx.QueryRowContext(c, st.sql, varList...)
 	} else {
-		row = c.sg.db.QueryRowContext(c, finalSQL)
+		row = c.sg.db.QueryRowContext(c, st.sql, varList...)
 	}
 
 	if len(stmts) > 1 {
@@ -286,8 +304,6 @@ func (c *scontext) resolveSQL() ([]byte, *stmt, error) {
 		err = row.Scan(&root)
 	}
 
-	c.res.sql = finalSQL
-
 	if len(role) == 0 {
 		c.res.role = c.role
 	} else {

core/init.go

@@ -2,9 +2,7 @@ package core
 
 import (
 	"fmt"
-	"regexp"
 	"strings"
-	"unicode"
 
 	"github.com/dosco/super-graph/core/internal/psql"
 	"github.com/dosco/super-graph/core/internal/qcode"
@@ -18,11 +16,6 @@ func (sg *SuperGraph) initConfig() error {
 		flect.AddPlural(k, v)
 	}
 
-	// Variables: Validate and sanitize
-	for k, v := range c.Vars {
-		c.Vars[k] = sanitizeVars(v)
-	}
-
 	// Tables: Validate and sanitize
 	tm := make(map[string]struct{})
 
@@ -80,11 +73,8 @@ func (sg *SuperGraph) initConfig() error {
 		sg.roles["anon"] = &ur
 	}
 
-	// Roles: validate and sanitize
-	c.RolesQuery = sanitizeVars(c.RolesQuery)
-
 	if c.RolesQuery == "" {
-		sg.log.Printf("WRN roles_query not defined: attribute based access control disabled")
+		sg.log.Printf("INF roles_query not defined: attribute based access control disabled")
 	}
 
 	_, userExists := sg.roles["user"]
@@ -206,7 +196,7 @@ func addForeignKey(di *psql.DBInfo, c Column, t Table) error {
 func addRoles(c *Config, qc *qcode.Compiler) error {
 	for _, r := range c.Roles {
 		for _, t := range r.Tables {
-			if err := addRole(qc, r, t, c.DefaultAllow); err != nil {
+			if err := addRole(qc, r, t, c.DefaultBlock); err != nil {
 				return err
 			}
 		}
@@ -215,67 +205,56 @@ func addRoles(c *Config, qc *qcode.Compiler) error {
 	return nil
 }
 
-func addRole(qc *qcode.Compiler, r Role, t RoleTable, defaultAllow bool) error {
+func addRole(qc *qcode.Compiler, r Role, t RoleTable, defaultBlock bool) error {
-	ro := true // read-only
+	ro := false // read-only
 
-	if defaultAllow {
+	if defaultBlock && r.Name == "anon" {
-		ro = false
+		ro = true
 	}
 
-	if r.Name != "anon" {
+	if t.ReadOnly {
-		ro = false
+		ro = true
 	}
 
-	if t.ReadOnly != nil {
+	query := qcode.QueryConfig{Block: false}
-		ro = *t.ReadOnly
+	insert := qcode.InsertConfig{Block: ro}
+	update := qcode.UpdateConfig{Block: ro}
+	del := qcode.DeleteConfig{Block: ro}
+
+	if t.Query != nil {
+		query = qcode.QueryConfig{
+			Limit:            t.Query.Limit,
+			Filters:          t.Query.Filters,
+			Columns:          t.Query.Columns,
+			DisableFunctions: t.Query.DisableFunctions,
+			Block:            t.Query.Block,
+		}
 	}
 
-	blocked := struct {
+	if t.Insert != nil {
-		query  bool
+		insert = qcode.InsertConfig{
-		insert bool
+			Filters: t.Insert.Filters,
-		update bool
+			Columns: t.Insert.Columns,
-		delete bool
+			Presets: t.Insert.Presets,
-	}{false, ro, ro, ro}
+			Block:   t.Insert.Block,
-
+		}
-	if t.Query.Block != nil {
-		blocked.query = *t.Query.Block
-	}
-	if t.Insert.Block != nil {
-		blocked.insert = *t.Insert.Block
-	}
-	if t.Update.Block != nil {
-		blocked.update = *t.Update.Block
-	}
-	if t.Delete.Block != nil {
-		blocked.delete = *t.Delete.Block
 	}
 
-	query := qcode.QueryConfig{
+	if t.Update != nil {
-		Limit:            t.Query.Limit,
+		update = qcode.UpdateConfig{
-		Filters:          t.Query.Filters,
+			Filters: t.Update.Filters,
-		Columns:          t.Query.Columns,
+			Columns: t.Update.Columns,
-		DisableFunctions: t.Query.DisableFunctions,
+			Presets: t.Update.Presets,
-		Block:            blocked.query,
+			Block:   t.Update.Block,
+		}
 	}
 
-	insert := qcode.InsertConfig{
+	if t.Delete != nil {
-		Filters: t.Insert.Filters,
+		del = qcode.DeleteConfig{
-		Columns: t.Insert.Columns,
+			Filters: t.Delete.Filters,
-		Presets: t.Insert.Presets,
+			Columns: t.Delete.Columns,
-		Block:   blocked.insert,
+			Block:   t.Delete.Block,
-	}
+		}
-
-	update := qcode.UpdateConfig{
-		Filters: t.Update.Filters,
-		Columns: t.Update.Columns,
-		Presets: t.Update.Presets,
-		Block:   blocked.update,
-	}
-
-	del := qcode.DeleteConfig{
-		Filters: t.Delete.Filters,
-		Columns: t.Delete.Columns,
-		Block:   blocked.delete,
 	}
 
 	return qc.AddRole(r.Name, t.Name, qcode.TRConfig{
@@ -293,23 +272,3 @@ func (r *Role) GetTable(name string) *RoleTable {
 func sanitize(value string) string {
 	return strings.ToLower(strings.TrimSpace(value))
 }
-
-var (
-	varRe1 = regexp.MustCompile(`(?mi)\$([a-zA-Z0-9_.]+)`)
-	varRe2 = regexp.MustCompile(`\{\{([a-zA-Z0-9_.]+)\}\}`)
-)
-
-func sanitizeVars(s string) string {
-	s0 := varRe1.ReplaceAllString(s, `{{$1}}`)
-
-	s1 := strings.Map(func(r rune) rune {
-		if unicode.IsSpace(r) {
-			return ' '
-		}
-		return r
-	}, s0)
-
-	return varRe2.ReplaceAllStringFunc(s1, func(m string) string {
-		return strings.ToLower(m)
-	})
-}

core/internal/allow/allow.go

@@ -6,6 +6,7 @@ import (
 	"errors"
 	"fmt"
 	"io/ioutil"
+	"log"
 	"os"
 	"sort"
 	"strings"
@@ -35,6 +36,7 @@ type List struct {
 type Config struct {
 	CreateIfNotExists bool
 	Persist           bool
+	Log               *log.Logger
 }
 
 func New(filename string, conf Config) (*List, error) {
@@ -80,6 +82,12 @@ func New(filename string, conf Config) (*List, error) {
 		} else {
 			al.filepath = filename
 		}
+
+		if file, err := os.OpenFile(al.filepath, os.O_RDONLY|os.O_CREATE, 0644); err != nil {
+			return nil, err
+		} else {
+			file.Close()
+		}
 	}
 
 	var err error
@@ -89,8 +97,10 @@ func New(filename string, conf Config) (*List, error) {
 
 		go func() {
 			for v := range al.saveChan {
-				if err = al.save(v); err != nil {
+				err := al.save(v)
-					break
+
+				if err != nil && conf.Log != nil {
+					conf.Log.Println("WRN allow list save:", err)
 				}
 			}
 		}()

core/internal/integration_tests/integration_tests.go

@@ -55,19 +55,6 @@ func TestSuperGraph(t *testing.T, db *sql.DB, before func(t *testing.T)) {
 	config.AllowListFile = "./allow.list"
 	config.RolesQuery = `SELECT * FROM users WHERE id = $user_id`
 
-	blockFalse := false
-
-	config.Roles = []core.Role{
-		core.Role{
-			Name: "anon",
-			Tables: []core.RoleTable{
-				core.RoleTable{Name: "users", ReadOnly: &blockFalse, Query: core.Query{Limit: 100}},
-				core.RoleTable{Name: "product", ReadOnly: &blockFalse, Query: core.Query{Limit: 100}},
-				core.RoleTable{Name: "line_item", ReadOnly: &blockFalse, Query: core.Query{Limit: 100}},
-			},
-		},
-	}
-
 	sg, err := core.NewSuperGraph(&config, db)
 	require.NoError(t, err)
 	ctx := context.Background()

core/internal/psql/columns.go

@@ -12,8 +12,7 @@ import (
 func (c *compilerContext) renderBaseColumns(
 	sel *qcode.Select,
 	ti *DBTableInfo,
-	childCols []*qcode.Column,
+	childCols []*qcode.Column) ([]int, bool, error) {
-	skipped uint32) ([]int, bool, error) {
 
 	var realColsRendered []int
 
@@ -116,12 +115,12 @@ func (c *compilerContext) renderColumnSearchRank(sel *qcode.Select, ti *DBTableI
 	io.WriteString(c.w, `ts_rank(`)
 	colWithTable(c.w, ti.Name, cn)
 	if c.schema.ver >= 110000 {
-		io.WriteString(c.w, `, websearch_to_tsquery('{{`)
+		io.WriteString(c.w, `, websearch_to_tsquery(`)
 	} else {
-		io.WriteString(c.w, `, to_tsquery('{{`)
+		io.WriteString(c.w, `, to_tsquery(`)
 	}
-	io.WriteString(c.w, arg.Val)
+	c.renderValueExp(Param{Name: arg.Val, Type: "string"})
-	io.WriteString(c.w, `}}'))`)
+	io.WriteString(c.w, `))`)
 	alias(c.w, col.Name)
 
 	return nil
@@ -141,12 +140,12 @@ func (c *compilerContext) renderColumnSearchHeadline(sel *qcode.Select, ti *DBTa
 	io.WriteString(c.w, `ts_headline(`)
 	colWithTable(c.w, ti.Name, cn)
 	if c.schema.ver >= 110000 {
-		io.WriteString(c.w, `, websearch_to_tsquery('{{`)
+		io.WriteString(c.w, `, websearch_to_tsquery(`)
 	} else {
-		io.WriteString(c.w, `, to_tsquery('{{`)
+		io.WriteString(c.w, `, to_tsquery(`)
 	}
-	io.WriteString(c.w, arg.Val)
+	c.renderValueExp(Param{Name: arg.Val, Type: "string"})
-	io.WriteString(c.w, `}}'))`)
+	io.WriteString(c.w, `))`)
 	alias(c.w, col.Name)
 
 	return nil

core/internal/psql/fuzz.go

@@ -4,17 +4,18 @@ package psql
 
 import (
 	"encoding/json"
+
 	"github.com/dosco/super-graph/core/internal/qcode"
 )
 
 var (
 	qcompileTest, _ = qcode.NewCompiler(qcode.Config{})
 
-	schema = GetTestSchema()
+	schema, _ = GetTestSchema()
 
-	vars = NewVariables(map[string]string{
+	vars = map[string]string{
 		"admin_account_id": "5",
-	})
+	}
 
 	pcompileTest = NewCompiler(Config{
 		Schema: schema,
@@ -24,6 +25,37 @@ var (
 
 // FuzzerEntrypoint for Fuzzbuzz
 func Fuzz(data []byte) int {
+	err1 := query(data)
+	err2 := insert(data)
+	err3 := update(data)
+	err4 := delete(data)
+
+	if err1 != nil || err2 != nil || err3 != nil || err4 != nil {
+		return 0
+	}
+
+	return 1
+}
+
+func query(data []byte) error {
+	gql := data
+
+	qc, err1 := qcompileTest.Compile(gql, "user")
+
+	vars := map[string]json.RawMessage{
+		"data": json.RawMessage(data),
+	}
+
+	_, _, err2 := pcompileTest.CompileEx(qc, vars)
+
+	if err1 != nil {
+		return err1
+	} else {
+		return err2
+	}
+}
+
+func insert(data []byte) error {
 	gql := `mutation {
 		product(insert: $data) {
 			id
@@ -46,9 +78,57 @@ func Fuzz(data []byte) int {
 	}
 
 	_, _, err = pcompileTest.CompileEx(qc, vars)
+	return err
+}
+
+func update(data []byte) error {
+	gql := `mutation {
+		product(insert: $data) {
+			id
+			name
+			user {
+				id
+				full_name
+				email
+			}
+		}
+	}`
+
+	qc, err := qcompileTest.Compile([]byte(gql), "user")
 	if err != nil {
-		return 0
+		panic("qcompile can't fail")
 	}
 
-	return 1
+	vars := map[string]json.RawMessage{
+		"data": json.RawMessage(data),
+	}
+
+	_, _, err = pcompileTest.CompileEx(qc, vars)
+	return err
+}
+
+func delete(data []byte) error {
+	gql := `mutation {
+		product(insert: $data) {
+			id
+			name
+			user {
+				id
+				full_name
+				email
+			}
+		}
+	}`
+
+	qc, err := qcompileTest.Compile([]byte(gql), "user")
+	if err != nil {
+		panic("qcompile can't fail")
+	}
+
+	vars := map[string]json.RawMessage{
+		"data": json.RawMessage(data),
+	}
+
+	_, _, err = pcompileTest.CompileEx(qc, vars)
+	return err
 }

core/internal/psql/fuzz_test.go

@@ -0,0 +1,20 @@
+// +build gofuzz
+
+package psql
+
+import (
+	"testing"
+)
+
+var ret int
+
+func TestFuzzCrashers(t *testing.T) {
+	var crashers = []string{
+		"{\"connect\":{}}",
+		"q(q{q{q{q{q{q{q{q{",
+	}
+
+	for _, f := range crashers {
+		ret = Fuzz([]byte(f))
+	}
+}

core/internal/psql/insert.go

@@ -10,8 +10,8 @@ import (
 	"github.com/dosco/super-graph/core/internal/util"
 )
 
-func (c *compilerContext) renderInsert(qc *qcode.QCode, w io.Writer,
+func (c *compilerContext) renderInsert(
-	vars Variables, ti *DBTableInfo) (uint32, error) {
+	w io.Writer, qc *qcode.QCode, vars Variables, ti *DBTableInfo) (uint32, error) {
 
 	insert, ok := vars[qc.ActionVar]
 	if !ok {
@@ -25,9 +25,8 @@ func (c *compilerContext) renderInsert(qc *qcode.QCode, w io.Writer,
 	if insert[0] == '[' {
 		io.WriteString(c.w, `json_array_elements(`)
 	}
-	io.WriteString(c.w, `'{{`)
+	c.renderValueExp(Param{Name: qc.ActionVar, Type: "json"})
-	io.WriteString(c.w, qc.ActionVar)
+	io.WriteString(c.w, ` :: json`)
-	io.WriteString(c.w, `}}' :: json`)
 	if insert[0] == '[' {
 		io.WriteString(c.w, `)`)
 	}
@@ -90,12 +89,12 @@ func (c *compilerContext) renderInsertStmt(qc *qcode.QCode, w io.Writer, item re
 	io.WriteString(w, `INSERT INTO `)
 	quoted(w, ti.Name)
 	io.WriteString(w, ` (`)
-	renderInsertUpdateColumns(w, qc, jt, ti, sk, false)
+	c.renderInsertUpdateColumns(qc, jt, ti, sk, false)
 	renderNestedInsertRelColumns(w, item.kvitem, false)
 	io.WriteString(w, `)`)
 
 	io.WriteString(w, ` SELECT `)
-	renderInsertUpdateColumns(w, qc, jt, ti, sk, true)
+	c.renderInsertUpdateColumns(qc, jt, ti, sk, true)
 	renderNestedInsertRelColumns(w, item.kvitem, true)
 
 	io.WriteString(w, ` FROM "_sg_input" i`)

core/internal/psql/mutate.go

@@ -6,6 +6,7 @@ import (
 	"errors"
 	"fmt"
 	"io"
+	"strings"
 
 	"github.com/dosco/super-graph/core/internal/qcode"
 	"github.com/dosco/super-graph/core/internal/util"
@@ -33,42 +34,44 @@ var updateTypes = map[string]itemType{
 
 var noLimit = qcode.Paging{NoLimit: true}
 
-func (co *Compiler) compileMutation(qc *qcode.QCode, w io.Writer, vars Variables) (uint32, error) {
+func (co *Compiler) compileMutation(w io.Writer, qc *qcode.QCode, vars Variables) (Metadata, error) {
+	md := Metadata{}
+
 	if len(qc.Selects) == 0 {
-		return 0, errors.New("empty query")
+		return md, errors.New("empty query")
 	}
 
-	c := &compilerContext{w, qc.Selects, co}
+	c := &compilerContext{md, w, qc.Selects, co}
 	root := &qc.Selects[0]
 
 	ti, err := c.schema.GetTable(root.Name)
 	if err != nil {
-		return 0, err
+		return c.md, err
 	}
 
 	switch qc.Type {
 	case qcode.QTInsert:
-		if _, err := c.renderInsert(qc, w, vars, ti); err != nil {
+		if _, err := c.renderInsert(w, qc, vars, ti); err != nil {
-			return 0, err
+			return c.md, err
 		}
 
 	case qcode.QTUpdate:
-		if _, err := c.renderUpdate(qc, w, vars, ti); err != nil {
+		if _, err := c.renderUpdate(w, qc, vars, ti); err != nil {
-			return 0, err
+			return c.md, err
 		}
 
 	case qcode.QTUpsert:
-		if _, err := c.renderUpsert(qc, w, vars, ti); err != nil {
+		if _, err := c.renderUpsert(w, qc, vars, ti); err != nil {
-			return 0, err
+			return c.md, err
 		}
 
 	case qcode.QTDelete:
-		if _, err := c.renderDelete(qc, w, vars, ti); err != nil {
+		if _, err := c.renderDelete(w, qc, vars, ti); err != nil {
-			return 0, err
+			return c.md, err
 		}
 
 	default:
-		return 0, errors.New("valid mutations are 'insert', 'update', 'upsert' and 'delete'")
+		return c.md, errors.New("valid mutations are 'insert', 'update', 'upsert' and 'delete'")
 	}
 
 	root.Paging = noLimit
@@ -77,7 +80,7 @@ func (co *Compiler) compileMutation(qc *qcode.QCode, w io.Writer, vars Variables
 	root.Where = nil
 	root.Args = nil
 
-	return c.compileQuery(qc, w, vars)
+	return co.compileQueryWithMetadata(w, qc, vars, c.md)
 }
 
 type kvitem struct {
@@ -365,12 +368,12 @@ func (c *compilerContext) renderUnionStmt(w io.Writer, item renitem) error {
 	return nil
 }
 
-func renderInsertUpdateColumns(w io.Writer,
+func (c *compilerContext) renderInsertUpdateColumns(
 	qc *qcode.QCode,
 	jt map[string]json.RawMessage,
 	ti *DBTableInfo,
 	skipcols map[string]struct{},
-	values bool) (uint32, error) {
+	isValues bool) (uint32, error) {
 
 	root := &qc.Selects[0]
 	renderedCol := false
@@ -392,18 +395,18 @@ func renderInsertUpdateColumns(w io.Writer,
 			}
 		}
 		if n != 0 {
-			io.WriteString(w, `, `)
+			io.WriteString(c.w, `, `)
 		}
 
-		if values {
+		if isValues {
-			io.WriteString(w, `CAST( i.j ->>`)
+			io.WriteString(c.w, `CAST( i.j ->>`)
-			io.WriteString(w, `'`)
+			io.WriteString(c.w, `'`)
-			io.WriteString(w, cn.Name)
+			io.WriteString(c.w, cn.Name)
-			io.WriteString(w, `' AS `)
+			io.WriteString(c.w, `' AS `)
-			io.WriteString(w, cn.Type)
+			io.WriteString(c.w, cn.Type)
-			io.WriteString(w, `)`)
+			io.WriteString(c.w, `)`)
 		} else {
-			quoted(w, cn.Name)
+			quoted(c.w, cn.Name)
 		}
 
 		if !renderedCol {
@@ -422,16 +425,28 @@ func renderInsertUpdateColumns(w io.Writer,
 			continue
 		}
 		if i != 0 || n != 0 {
-			io.WriteString(w, `, `)
+			io.WriteString(c.w, `, `)
 		}
 
-		if values {
+		if isValues {
-			io.WriteString(w, `'`)
+			val := root.PresetMap[cn]
-			io.WriteString(w, root.PresetMap[cn])
+			switch {
-			io.WriteString(w, `' :: `)
+			case ok && len(val) > 1 && val[0] == '$':
-			io.WriteString(w, col.Type)
+				c.renderValueExp(Param{Name: val[1:], Type: col.Type})
+
+			case ok && strings.HasPrefix(val, "sql:"):
+				io.WriteString(c.w, `(`)
+				c.renderVar(val[4:], c.renderValueExp)
+				io.WriteString(c.w, `)`)
+
+			case ok:
+				squoted(c.w, val)
+			}
+
+			io.WriteString(c.w, ` :: `)
+			io.WriteString(c.w, col.Type)
 		} else {
-			quoted(w, cn)
+			quoted(c.w, cn)
 		}
 
 		if !renderedCol {
@@ -440,15 +455,15 @@ func renderInsertUpdateColumns(w io.Writer,
 	}
 
 	if len(skipcols) != 0 && renderedCol {
-		io.WriteString(w, `, `)
+		io.WriteString(c.w, `, `)
 	}
 	return 0, nil
 }
 
-func (c *compilerContext) renderUpsert(qc *qcode.QCode, w io.Writer,
+func (c *compilerContext) renderUpsert(
-	vars Variables, ti *DBTableInfo) (uint32, error) {
+	w io.Writer, qc *qcode.QCode, vars Variables, ti *DBTableInfo) (uint32, error) {
-	root := &qc.Selects[0]
 
+	root := &qc.Selects[0]
 	upsert, ok := vars[qc.ActionVar]
 	if !ok {
 		return 0, fmt.Errorf("variable '%s' not defined", qc.ActionVar)
@@ -466,7 +481,7 @@ func (c *compilerContext) renderUpsert(qc *qcode.QCode, w io.Writer,
 		return 0, err
 	}
 
-	if _, err := c.renderInsert(qc, w, vars, ti); err != nil {
+	if _, err := c.renderInsert(w, qc, vars, ti); err != nil {
 		return 0, err
 	}
 
@@ -527,6 +542,10 @@ func (c *compilerContext) renderConnectStmt(qc *qcode.QCode, w io.Writer,
 
 	rel := item.relPC
 
+	if rel == nil {
+		return errors.New("invalid connect value")
+	}
+
 	// Render only for parent-to-child relationship of one-to-one
 	// For this to work the child needs to found first so it's primary key
 	// can be set in the related column on the parent object.
@@ -672,7 +691,7 @@ func renderCteName(w io.Writer, item kvitem) error {
 	io.WriteString(w, item.ti.Name)
 	if item._type == itemConnect || item._type == itemDisconnect {
 		io.WriteString(w, `_`)
-		int2string(w, item.id)
+		int32String(w, item.id)
 	}
 	io.WriteString(w, `"`)
 	return nil

core/internal/psql/mutate_test.go

@@ -72,7 +72,7 @@ func delete(t *testing.T) {
 // 		}
 // 	}`
 
-// 	sql := `WITH "users" AS (WITH "input" AS (SELECT '{{data}}' :: json AS j) INSERT INTO "users" ("full_name", "email") SELECT "full_name", "email" FROM input i, json_populate_record(NULL::users, i.j) t WHERE false RETURNING *) SELECT json_object_agg('user', json_0) FROM (SELECT row_to_json((SELECT "json_row_0" FROM (SELECT "users_0"."id" AS "id") AS "json_row_0")) AS "json_0" FROM (SELECT "users"."id" FROM "users" LIMIT ('1') :: integer) AS "users_0" LIMIT ('1') :: integer) AS "sel_0"`
+// 	sql := `WITH "users" AS (WITH "input" AS (SELECT '$1' :: json AS j) INSERT INTO "users" ("full_name", "email") SELECT "full_name", "email" FROM input i, json_populate_record(NULL::users, i.j) t WHERE false RETURNING *) SELECT json_object_agg('user', json_0) FROM (SELECT row_to_json((SELECT "json_row_0" FROM (SELECT "users_0"."id" AS "id") AS "json_row_0")) AS "json_0" FROM (SELECT "users"."id" FROM "users" LIMIT ('1') :: integer) AS "users_0" LIMIT ('1') :: integer) AS "sel_0"`
 
 // 	vars := map[string]json.RawMessage{
 // 		"data": json.RawMessage(`{"email": "reannagreenholt@orn.com", "full_name": "Flo Barton"}`),
@@ -97,7 +97,7 @@ func delete(t *testing.T) {
 // 		}
 // 	}`
 
-// 	sql := `WITH "users" AS (WITH "input" AS (SELECT '{{data}}' :: json AS j) UPDATE "users" SET ("full_name", "email") = (SELECT "full_name", "email" FROM input i, json_populate_record(NULL::users, i.j) t) WHERE false RETURNING *) SELECT json_object_agg('user', json_0) FROM (SELECT row_to_json((SELECT "json_row_0" FROM (SELECT "users_0"."id" AS "id", "users_0"."email" AS "email") AS "json_row_0")) AS "json_0" FROM (SELECT "users"."id", "users"."email" FROM "users" LIMIT ('1') :: integer) AS "users_0" LIMIT ('1') :: integer) AS "sel_0"`
+// 	sql := `WITH "users" AS (WITH "input" AS (SELECT '$1' :: json AS j) UPDATE "users" SET ("full_name", "email") = (SELECT "full_name", "email" FROM input i, json_populate_record(NULL::users, i.j) t) WHERE false RETURNING *) SELECT json_object_agg('user', json_0) FROM (SELECT row_to_json((SELECT "json_row_0" FROM (SELECT "users_0"."id" AS "id", "users_0"."email" AS "email") AS "json_row_0")) AS "json_0" FROM (SELECT "users"."id", "users"."email" FROM "users" LIMIT ('1') :: integer) AS "users_0" LIMIT ('1') :: integer) AS "sel_0"`
 
 // 	vars := map[string]json.RawMessage{
 // 		"data": json.RawMessage(`{"email": "reannagreenholt@orn.com", "full_name": "Flo Barton"}`),

core/internal/psql/psql_test.go

@@ -139,9 +139,9 @@ func TestMain(m *testing.M) {
 		log.Fatal(err)
 	}
 
-	vars := psql.NewVariables(map[string]string{
+	vars := map[string]string{
 		"admin_account_id": "5",
-	})
+	}
 
 	pcompile = psql.NewCompiler(psql.Config{
 		Schema: schema,

core/internal/psql/query.go

@@ -7,6 +7,7 @@ import (
 	"errors"
 	"fmt"
 	"io"
+	"strconv"
 	"strings"
 
 	"github.com/dosco/super-graph/core/internal/qcode"
@@ -17,6 +18,25 @@ const (
 	closeBlock = 500
 )
 
+type Param struct {
+	Name    string
+	Type    string
+	IsArray bool
+}
+
+type Metadata struct {
+	Skipped uint32
+	Params  []Param
+	pindex  map[string]int
+}
+
+type compilerContext struct {
+	md Metadata
+	w  io.Writer
+	s  []qcode.Select
+	*Compiler
+}
+
 type Variables map[string]json.RawMessage
 
 type Config struct {
@@ -36,12 +56,12 @@ func NewCompiler(conf Config) *Compiler {
 	}
 }
 
-func (c *Compiler) AddRelationship(child, parent string, rel *DBRel) error {
+func (co *Compiler) AddRelationship(child, parent string, rel *DBRel) error {
-	return c.schema.SetRel(child, parent, rel)
+	return co.schema.SetRel(child, parent, rel)
 }
 
-func (c *Compiler) IDColumn(table string) (*DBColumn, error) {
+func (co *Compiler) IDColumn(table string) (*DBColumn, error) {
-	ti, err := c.schema.GetTable(table)
+	ti, err := co.schema.GetTable(table)
 	if err != nil {
 		return nil, err
 	}
@@ -53,36 +73,43 @@ func (c *Compiler) IDColumn(table string) (*DBColumn, error) {
 	return ti.PrimaryCol, nil
 }
 
-type compilerContext struct {
+func (co *Compiler) CompileEx(qc *qcode.QCode, vars Variables) (Metadata, []byte, error) {
-	w io.Writer
-	s []qcode.Select
-	*Compiler
-}
-
-func (co *Compiler) CompileEx(qc *qcode.QCode, vars Variables) (uint32, []byte, error) {
 	w := &bytes.Buffer{}
-	skipped, err := co.Compile(qc, w, vars)
+	metad, err := co.Compile(w, qc, vars)
-	return skipped, w.Bytes(), err
+	return metad, w.Bytes(), err
 }
 
-func (co *Compiler) Compile(qc *qcode.QCode, w io.Writer, vars Variables) (uint32, error) {
+func (co *Compiler) Compile(w io.Writer, qc *qcode.QCode, vars Variables) (Metadata, error) {
+	if qc == nil {
+		return Metadata{}, fmt.Errorf("qcode is nil")
+	}
+
 	switch qc.Type {
 	case qcode.QTQuery:
-		return co.compileQuery(qc, w, vars)
+		return co.compileQuery(w, qc, vars)
-	case qcode.QTInsert, qcode.QTUpdate, qcode.QTDelete, qcode.QTUpsert:
+
-		return co.compileMutation(qc, w, vars)
+	case qcode.QTInsert,
+		qcode.QTUpdate,
+		qcode.QTDelete,
+		qcode.QTUpsert:
+		return co.compileMutation(w, qc, vars)
 	}
 
-	return 0, fmt.Errorf("Unknown operation type %d", qc.Type)
+	return Metadata{}, fmt.Errorf("Unknown operation type %d", qc.Type)
 }
 
-func (co *Compiler) compileQuery(qc *qcode.QCode, w io.Writer, vars Variables) (uint32, error) {
+func (co *Compiler) compileQuery(w io.Writer, qc *qcode.QCode, vars Variables) (Metadata, error) {
+	return co.compileQueryWithMetadata(w, qc, vars, Metadata{})
+}
+
+func (co *Compiler) compileQueryWithMetadata(
+	w io.Writer, qc *qcode.QCode, vars Variables, md Metadata) (Metadata, error) {
+
 	if len(qc.Selects) == 0 {
-		return 0, errors.New("empty query")
+		return md, errors.New("empty query")
 	}
 
-	c := &compilerContext{w, qc.Selects, co}
+	c := &compilerContext{md, w, qc.Selects, co}
-
 	st := NewIntStack()
 	i := 0
 
@@ -108,13 +135,11 @@ func (co *Compiler) compileQuery(qc *qcode.QCode, w io.Writer, vars Variables) (
 		i++
 	}
 
-	var ignored uint32
-
 	if st.Len() != 0 {
 		io.WriteString(c.w, `) as "__root" FROM `)
 	} else {
 		io.WriteString(c.w, `) as "__root"`)
-		return ignored, nil
+		return c.md, nil
 	}
 
 	for {
@@ -133,7 +158,7 @@ func (co *Compiler) compileQuery(qc *qcode.QCode, w io.Writer, vars Variables) (
 
 			ti, err := c.schema.GetTable(sel.Name)
 			if err != nil {
-				return 0, err
+				return c.md, err
 			}
 
 			if sel.ParentID == -1 {
@@ -146,14 +171,12 @@ func (co *Compiler) compileQuery(qc *qcode.QCode, w io.Writer, vars Variables) (
 				c.renderPluralSelect(sel, ti)
 			}
 
-			skipped, err := c.renderSelect(sel, ti, vars)
+			if err := c.renderSelect(sel, ti, vars); err != nil {
-			if err != nil {
+				return c.md, err
-				return 0, err
 			}
-			ignored |= skipped
 
 			for _, cid := range sel.Children {
-				if hasBit(skipped, uint32(cid)) {
+				if hasBit(c.md.Skipped, uint32(cid)) {
 					continue
 				}
 				child := &c.s[cid]
@@ -170,7 +193,7 @@ func (co *Compiler) compileQuery(qc *qcode.QCode, w io.Writer, vars Variables) (
 
 			ti, err := c.schema.GetTable(sel.Name)
 			if err != nil {
-				return 0, err
+				return c.md, err
 			}
 
 			io.WriteString(c.w, `)`)
@@ -202,12 +225,12 @@ func (co *Compiler) compileQuery(qc *qcode.QCode, w io.Writer, vars Variables) (
 		}
 	}
 
-	return ignored, nil
+	return c.md, nil
 }
 
 func (c *compilerContext) renderPluralSelect(sel *qcode.Select, ti *DBTableInfo) error {
 	io.WriteString(c.w, `SELECT coalesce(jsonb_agg("__sj_`)
-	int2string(c.w, sel.ID)
+	int32String(c.w, sel.ID)
 	io.WriteString(c.w, `"."json"), '[]') as "json"`)
 
 	if sel.Paging.Type != qcode.PtOffset {
@@ -231,7 +254,7 @@ func (c *compilerContext) renderPluralSelect(sel *qcode.Select, ti *DBTableInfo)
 		io.WriteString(c.w, `, CONCAT_WS(','`)
 		for i := 0; i < n; i++ {
 			io.WriteString(c.w, `, max("__cur_`)
-			int2string(c.w, int32(i))
+			int32String(c.w, int32(i))
 			io.WriteString(c.w, `")`)
 		}
 		io.WriteString(c.w, `) as "cursor"`)
@@ -247,7 +270,7 @@ func (c *compilerContext) renderRootSelect(sel *qcode.Select) error {
 	io.WriteString(c.w, `', `)
 
 	io.WriteString(c.w, `"__sj_`)
-	int2string(c.w, sel.ID)
+	int32String(c.w, sel.ID)
 	io.WriteString(c.w, `"."json"`)
 
 	if sel.Paging.Type != qcode.PtOffset {
@@ -256,16 +279,14 @@ func (c *compilerContext) renderRootSelect(sel *qcode.Select) error {
 		io.WriteString(c.w, `_cursor', `)
 
 		io.WriteString(c.w, `"__sj_`)
-		int2string(c.w, sel.ID)
+		int32String(c.w, sel.ID)
 		io.WriteString(c.w, `"."cursor"`)
 	}
 
 	return nil
 }
 
-func (c *compilerContext) initSelect(sel *qcode.Select, ti *DBTableInfo, vars Variables) (uint32, []*qcode.Column, error) {
+func (c *compilerContext) initSelect(sel *qcode.Select, ti *DBTableInfo, vars Variables) ([]*qcode.Column, error) {
-	var skipped uint32
-
 	cols := make([]*qcode.Column, 0, len(sel.Cols))
 	colmap := make(map[string]struct{}, len(sel.Cols))
 
@@ -307,9 +328,7 @@ func (c *compilerContext) initSelect(sel *qcode.Select, ti *DBTableInfo, vars Va
 
 		rel, err := c.schema.GetRel(child.Name, ti.Name)
 		if err != nil {
-			return 0, nil, err
+			return nil, err
-			//skipped |= (1 << uint(id))
-			//continue
 		}
 
 		switch rel.Type {
@@ -335,16 +354,15 @@ func (c *compilerContext) initSelect(sel *qcode.Select, ti *DBTableInfo, vars Va
 			if _, ok := colmap[rel.Left.Col]; !ok {
 				cols = append(cols, &qcode.Column{Table: ti.Name, Name: rel.Left.Col, FieldName: rel.Right.Col})
 				colmap[rel.Left.Col] = struct{}{}
-				skipped |= (1 << uint(id))
+				c.md.Skipped |= (1 << uint(id))
 			}
 
 		default:
-			return 0, nil, fmt.Errorf("unknown relationship %s", rel)
+			return nil, fmt.Errorf("unknown relationship %s", rel)
-			//skipped |= (1 << uint(id))
 		}
 	}
 
-	return skipped, cols, nil
+	return cols, nil
 }
 
 // This
@@ -413,7 +431,7 @@ func (c *compilerContext) addSeekPredicate(sel *qcode.Select) error {
 	return nil
 }
 
-func (c *compilerContext) renderSelect(sel *qcode.Select, ti *DBTableInfo, vars Variables) (uint32, error) {
+func (c *compilerContext) renderSelect(sel *qcode.Select, ti *DBTableInfo, vars Variables) error {
 	var rel *DBRel
 	var err error
 
@@ -422,13 +440,13 @@ func (c *compilerContext) renderSelect(sel *qcode.Select, ti *DBTableInfo, vars
 
 		rel, err = c.schema.GetRel(ti.Name, parent.Name)
 		if err != nil {
-			return 0, err
+			return err
 		}
 	}
 
-	skipped, childCols, err := c.initSelect(sel, ti, vars)
+	childCols, err := c.initSelect(sel, ti, vars)
 	if err != nil {
-		return 0, err
+		return err
 	}
 
 	// SELECT
@@ -438,13 +456,13 @@ func (c *compilerContext) renderSelect(sel *qcode.Select, ti *DBTableInfo, vars
 	// }
 
 	io.WriteString(c.w, `SELECT to_jsonb("__sr_`)
-	int2string(c.w, sel.ID)
+	int32String(c.w, sel.ID)
 	io.WriteString(c.w, `".*) `)
 
 	if sel.Paging.Type != qcode.PtOffset {
 		for i := range sel.OrderBy {
 			io.WriteString(c.w, `- '__cur_`)
-			int2string(c.w, int32(i))
+			int32String(c.w, int32(i))
 			io.WriteString(c.w, `' `)
 		}
 	}
@@ -454,15 +472,15 @@ func (c *compilerContext) renderSelect(sel *qcode.Select, ti *DBTableInfo, vars
 	if sel.Paging.Type != qcode.PtOffset {
 		for i := range sel.OrderBy {
 			io.WriteString(c.w, `, "__cur_`)
-			int2string(c.w, int32(i))
+			int32String(c.w, int32(i))
 			io.WriteString(c.w, `"`)
 		}
 	}
 
 	io.WriteString(c.w, `FROM (SELECT `)
 
-	if err := c.renderColumns(sel, ti, skipped); err != nil {
+	if err := c.renderColumns(sel, ti); err != nil {
-		return 0, err
+		return err
 	}
 
 	if sel.Paging.Type != qcode.PtOffset {
@@ -470,7 +488,7 @@ func (c *compilerContext) renderSelect(sel *qcode.Select, ti *DBTableInfo, vars
 			io.WriteString(c.w, `, LAST_VALUE(`)
 			colWithTableID(c.w, ti.Name, sel.ID, ob.Col)
 			io.WriteString(c.w, `) OVER() AS "__cur_`)
-			int2string(c.w, int32(i))
+			int32String(c.w, int32(i))
 			io.WriteString(c.w, `"`)
 		}
 	}
@@ -478,9 +496,8 @@ func (c *compilerContext) renderSelect(sel *qcode.Select, ti *DBTableInfo, vars
 	io.WriteString(c.w, ` FROM (`)
 
 	// FROM (SELECT .... )
-	err = c.renderBaseSelect(sel, ti, rel, childCols, skipped)
+	if err = c.renderBaseSelect(sel, ti, rel, childCols); err != nil {
-	if err != nil {
+		return err
-		return skipped, err
 	}
 
 	//fmt.Fprintf(w, `) AS "%s_%d"`, c.sel.Name, c.sel.ID)
@@ -489,7 +506,7 @@ func (c *compilerContext) renderSelect(sel *qcode.Select, ti *DBTableInfo, vars
 
 	// END-FROM
 
-	return skipped, nil
+	return nil
 }
 
 func (c *compilerContext) renderLateralJoin(sel *qcode.Select) error {
@@ -539,7 +556,7 @@ func (c *compilerContext) renderJoinByName(table, parent string, id int32) error
 	return nil
 }
 
-func (c *compilerContext) renderColumns(sel *qcode.Select, ti *DBTableInfo, skipped uint32) error {
+func (c *compilerContext) renderColumns(sel *qcode.Select, ti *DBTableInfo) error {
 	i := 0
 	var cn string
 
@@ -575,7 +592,7 @@ func (c *compilerContext) renderColumns(sel *qcode.Select, ti *DBTableInfo, skip
 
 	i += c.renderRemoteRelColumns(sel, ti, i)
 
-	return c.renderJoinColumns(sel, ti, skipped, i)
+	return c.renderJoinColumns(sel, ti, i)
 }
 
 func (c *compilerContext) renderRemoteRelColumns(sel *qcode.Select, ti *DBTableInfo, colsRendered int) int {
@@ -600,12 +617,12 @@ func (c *compilerContext) renderRemoteRelColumns(sel *qcode.Select, ti *DBTableI
 	return i
 }
 
-func (c *compilerContext) renderJoinColumns(sel *qcode.Select, ti *DBTableInfo, skipped uint32, colsRendered int) error {
+func (c *compilerContext) renderJoinColumns(sel *qcode.Select, ti *DBTableInfo, colsRendered int) error {
 	// columns previously rendered
 	i := colsRendered
 
 	for _, id := range sel.Children {
-		if hasBit(skipped, uint32(id)) {
+		if hasBit(c.md.Skipped, uint32(id)) {
 			continue
 		}
 		childSel := &c.s[id]
@@ -621,13 +638,13 @@ func (c *compilerContext) renderJoinColumns(sel *qcode.Select, ti *DBTableInfo,
 		}
 
 		io.WriteString(c.w, `"__sj_`)
-		int2string(c.w, childSel.ID)
+		int32String(c.w, childSel.ID)
 		io.WriteString(c.w, `"."json"`)
 		alias(c.w, childSel.FieldName)
 
 		if childSel.Paging.Type != qcode.PtOffset {
 			io.WriteString(c.w, `, "__sj_`)
-			int2string(c.w, childSel.ID)
+			int32String(c.w, childSel.ID)
 			io.WriteString(c.w, `"."cursor" AS "`)
 			io.WriteString(c.w, childSel.FieldName)
 			io.WriteString(c.w, `_cursor"`)
@@ -640,7 +657,7 @@ func (c *compilerContext) renderJoinColumns(sel *qcode.Select, ti *DBTableInfo,
 }
 
 func (c *compilerContext) renderBaseSelect(sel *qcode.Select, ti *DBTableInfo, rel *DBRel,
-	childCols []*qcode.Column, skipped uint32) error {
+	childCols []*qcode.Column) error {
 	isRoot := (rel == nil)
 	isFil := (sel.Where != nil && sel.Where.Op != qcode.OpNop)
 	hasOrder := len(sel.OrderBy) != 0
@@ -655,7 +672,7 @@ func (c *compilerContext) renderBaseSelect(sel *qcode.Select, ti *DBTableInfo, r
 		c.renderDistinctOn(sel, ti)
 	}
 
-	realColsRendered, isAgg, err := c.renderBaseColumns(sel, ti, childCols, skipped)
+	realColsRendered, isAgg, err := c.renderBaseColumns(sel, ti, childCols)
 	if err != nil {
 		return err
 	}
@@ -782,11 +799,13 @@ func (c *compilerContext) renderCursorCTE(sel *qcode.Select) error {
 			io.WriteString(c.w, `, `)
 		}
 		io.WriteString(c.w, `a[`)
-		int2string(c.w, int32(i+1))
+		int32String(c.w, int32(i+1))
 		io.WriteString(c.w, `] as `)
 		quoted(c.w, ob.Col)
 	}
-	io.WriteString(c.w, ` FROM string_to_array('{{cursor}}', ',') as a) `)
+	io.WriteString(c.w, ` FROM string_to_array(`)
+	c.renderValueExp(Param{Name: "cursor", Type: "json"})
+	io.WriteString(c.w, `, ',') as a) `)
 	return nil
 }
 
@@ -1079,12 +1098,13 @@ func (c *compilerContext) renderOp(ex *qcode.Exp, ti *DBTableInfo) error {
 		io.WriteString(c.w, `((`)
 		colWithTable(c.w, ti.Name, ti.TSVCol.Name)
 		if c.schema.ver >= 110000 {
-			io.WriteString(c.w, `) @@ websearch_to_tsquery('{{`)
+			io.WriteString(c.w, `) @@ websearch_to_tsquery(`)
 		} else {
-			io.WriteString(c.w, `) @@ to_tsquery('{{`)
+			io.WriteString(c.w, `) @@ to_tsquery(`)
 		}
-		io.WriteString(c.w, ex.Val)
+		c.renderValueExp(Param{Name: ex.Val, Type: "string"})
-		io.WriteString(c.w, `}}'))`)
+		io.WriteString(c.w, `))`)
+
 		return nil
 
 	default:
@@ -1170,15 +1190,17 @@ func (c *compilerContext) renderVal(ex *qcode.Exp, vars map[string]string, col *
 		val, ok := vars[ex.Val]
 		switch {
 		case ok && strings.HasPrefix(val, "sql:"):
-			io.WriteString(c.w, ` (`)
+			io.WriteString(c.w, `(`)
-			io.WriteString(c.w, val[4:])
+			c.renderVar(val[4:], c.renderValueExp)
 			io.WriteString(c.w, `)`)
+
 		case ok:
 			squoted(c.w, val)
+
 		case ex.Op == qcode.OpIn || ex.Op == qcode.OpNotIn:
-			io.WriteString(c.w, ` (string_to_array('{{`)
+			io.WriteString(c.w, `(ARRAY(SELECT json_array_elements_text(`)
-			io.WriteString(c.w, ex.Val)
+			c.renderValueExp(Param{Name: ex.Val, Type: col.Type, IsArray: true})
-			io.WriteString(c.w, `}}', ',')`)
+			io.WriteString(c.w, `))`)
 
 			io.WriteString(c.w, ` :: `)
 			io.WriteString(c.w, col.Type)
@@ -1186,9 +1208,7 @@ func (c *compilerContext) renderVal(ex *qcode.Exp, vars map[string]string, col *
 			return
 
 		default:
-			io.WriteString(c.w, ` '{{`)
+			c.renderValueExp(Param{Name: ex.Val, Type: col.Type, IsArray: false})
-			io.WriteString(c.w, ex.Val)
-			io.WriteString(c.w, `}}'`)
 		}
 
 	case qcode.ValRef:
@@ -1202,6 +1222,54 @@ func (c *compilerContext) renderVal(ex *qcode.Exp, vars map[string]string, col *
 	io.WriteString(c.w, col.Type)
 }
 
+func (c *compilerContext) renderValueExp(p Param) {
+	io.WriteString(c.w, `$`)
+	if v, ok := c.md.pindex[p.Name]; ok {
+		int32String(c.w, int32(v))
+
+	} else {
+		c.md.Params = append(c.md.Params, p)
+		n := len(c.md.Params)
+
+		if c.md.pindex == nil {
+			c.md.pindex = make(map[string]int)
+		}
+		c.md.pindex[p.Name] = n
+		int32String(c.w, int32(n))
+	}
+}
+
+func (c *compilerContext) renderVar(vv string, fn func(Param)) {
+	f, s := -1, 0
+
+	for i := range vv {
+		v := vv[i]
+		switch {
+		case (i > 0 && vv[i-1] != '\\' && v == '$') || v == '$':
+			if (i - s) > 0 {
+				io.WriteString(c.w, vv[s:i])
+			}
+			f = i
+
+		case (v < 'a' && v > 'z') &&
+			(v < 'A' && v > 'Z') &&
+			(v < '0' && v > '9') &&
+			v != '_' &&
+			f != -1 &&
+			(i-f) > 1:
+			fn(Param{Name: vv[f+1 : i]})
+			s = i
+			f = -1
+		}
+	}
+
+	if f != -1 && (len(vv)-f) > 1 {
+		fn(Param{Name: vv[f+1:]})
+	} else {
+		io.WriteString(c.w, vv[s:])
+	}
+}
+
 func funcPrefixLen(fm map[string]*DBFunction, fn string) int {
 	switch {
 	case strings.HasPrefix(fn, "avg_"):
@@ -1253,7 +1321,7 @@ func aliasWithID(w io.Writer, alias string, id int32) {
 	io.WriteString(w, ` AS "`)
 	io.WriteString(w, alias)
 	io.WriteString(w, `_`)
-	int2string(w, id)
+	int32String(w, id)
 	io.WriteString(w, `"`)
 }
 
@@ -1270,7 +1338,7 @@ func colWithTableID(w io.Writer, table string, id int32, col string) {
 	io.WriteString(w, table)
 	if id >= 0 {
 		io.WriteString(w, `_`)
-		int2string(w, id)
+		int32String(w, id)
 	}
 	io.WriteString(w, `"."`)
 	io.WriteString(w, col)
@@ -1289,26 +1357,6 @@ func squoted(w io.Writer, identifier string) {
 	io.WriteString(w, `'`)
 }
 
-const charset = "0123456789"
+func int32String(w io.Writer, val int32) {
-
+	io.WriteString(w, strconv.FormatInt(int64(val), 10))
-func int2string(w io.Writer, val int32) {
-	if val < 10 {
-		w.Write([]byte{charset[val]})
-		return
-	}
-
-	temp := int32(0)
-	val2 := val
-	for val2 > 0 {
-		temp *= 10
-		temp += val2 % 10
-		val2 = int32(float64(val2 / 10))
-	}
-
-	val3 := temp
-	for val3 > 0 {
-		d := val3 % 10
-		val3 /= 10
-		w.Write([]byte{charset[d]})
-	}
 }

core/internal/psql/query_test.go

@@ -32,6 +32,20 @@ func withComplexArgs(t *testing.T) {
 	compileGQLToPSQL(t, gql, nil, "user")
 }
 
+func withWhereIn(t *testing.T) {
+	gql := `query {
+		products(where: { id: { in: $list } }) {
+			id
+		}
+	}`
+
+	vars := map[string]json.RawMessage{
+		"list": json.RawMessage(`[1,2,3]`),
+	}
+
+	compileGQLToPSQL(t, gql, vars, "user")
+}
+
 func withWhereAndList(t *testing.T) {
 	gql := `query {
 		products(
@@ -367,6 +381,7 @@ func blockedFunctions(t *testing.T) {
 
 func TestCompileQuery(t *testing.T) {
 	t.Run("withComplexArgs", withComplexArgs)
+	t.Run("withWhereIn", withWhereIn)
 	t.Run("withWhereAndList", withWhereAndList)
 	t.Run("withWhereIsNull", withWhereIsNull)
 	t.Run("withWhereMultiOr", withWhereMultiOr)
@@ -429,7 +444,7 @@ func BenchmarkCompile(b *testing.B) {
 			b.Fatal(err)
 		}
 
-		_, err = pcompile.Compile(qc, w, nil)
+		_, err = pcompile.Compile(w, qc, nil)
 		if err != nil {
 			b.Fatal(err)
 		}
@@ -450,7 +465,7 @@ func BenchmarkCompileParallel(b *testing.B) {
 				b.Fatal(err)
 			}
 
-			_, err = pcompile.Compile(qc, w, nil)
+			_, err = pcompile.Compile(w, qc, nil)
 			if err != nil {
 				b.Fatal(err)
 			}

core/internal/psql/tests.sql

@@ -1,25 +1,25 @@
 === RUN   TestCompileInsert
 === RUN   TestCompileInsert/simpleInsert
-WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "users" AS (INSERT INTO "users" ("full_name", "email") SELECT CAST( i.j ->>'full_name' AS character varying), CAST( i.j ->>'email' AS character varying) FROM "_sg_input" i RETURNING *) SELECT jsonb_build_object('user', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "users_0"."id" AS "id" FROM (SELECT "users"."id" FROM "users" LIMIT ('1') :: integer) AS "users_0") AS "__sr_0") AS "__sj_0"
+WITH "_sg_input" AS (SELECT $1 :: json AS j), "users" AS (INSERT INTO "users" ("full_name", "email") SELECT CAST( i.j ->>'full_name' AS character varying), CAST( i.j ->>'email' AS character varying) FROM "_sg_input" i RETURNING *) SELECT jsonb_build_object('user', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "users_0"."id" AS "id" FROM (SELECT "users"."id" FROM "users" LIMIT ('1') :: integer) AS "users_0") AS "__sr_0") AS "__sj_0"
 === RUN   TestCompileInsert/singleInsert
-WITH "_sg_input" AS (SELECT '{{insert}}' :: json AS j), "products" AS (INSERT INTO "products" ("name", "description", "price", "user_id") SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'description' AS text), CAST( i.j ->>'price' AS numeric(7,2)), CAST( i.j ->>'user_id' AS bigint) FROM "_sg_input" i RETURNING *) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0"
+WITH "_sg_input" AS (SELECT $1 :: json AS j), "products" AS (INSERT INTO "products" ("name", "description", "price", "user_id") SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'description' AS text), CAST( i.j ->>'price' AS numeric(7,2)), CAST( i.j ->>'user_id' AS bigint) FROM "_sg_input" i RETURNING *) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0"
 === RUN   TestCompileInsert/bulkInsert
-WITH "_sg_input" AS (SELECT '{{insert}}' :: json AS j), "products" AS (INSERT INTO "products" ("name", "description") SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'description' AS text) FROM "_sg_input" i RETURNING *) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0"
+WITH "_sg_input" AS (SELECT $1 :: json AS j), "products" AS (INSERT INTO "products" ("name", "description") SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'description' AS text) FROM "_sg_input" i RETURNING *) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0"
 === RUN   TestCompileInsert/simpleInsertWithPresets
-WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "products" AS (INSERT INTO "products" ("name", "price", "created_at", "updated_at", "user_id") SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)), 'now' :: timestamp without time zone, 'now' :: timestamp without time zone, '{{user_id}}' :: bigint FROM "_sg_input" i RETURNING *) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id" FROM (SELECT "products"."id" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0"
+WITH "_sg_input" AS (SELECT $1 :: json AS j), "products" AS (INSERT INTO "products" ("name", "price", "created_at", "updated_at", "user_id") SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)), 'now' :: timestamp without time zone, 'now' :: timestamp without time zone, $2 :: bigint FROM "_sg_input" i RETURNING *) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id" FROM (SELECT "products"."id" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0"
 === RUN   TestCompileInsert/nestedInsertManyToMany
-WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "products" AS (INSERT INTO "products" ("name", "price") SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)) FROM "_sg_input" i RETURNING *), "customers" AS (INSERT INTO "customers" ("full_name", "email") SELECT CAST( i.j ->>'full_name' AS character varying), CAST( i.j ->>'email' AS character varying) FROM "_sg_input" i RETURNING *), "purchases" AS (INSERT INTO "purchases" ("sale_type", "quantity", "due_date", "customer_id", "product_id") SELECT CAST( i.j ->>'sale_type' AS character varying), CAST( i.j ->>'quantity' AS integer), CAST( i.j ->>'due_date' AS timestamp without time zone), "customers"."id", "products"."id" FROM "_sg_input" i, "customers", "products" RETURNING *) SELECT jsonb_build_object('purchase', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "purchases_0"."sale_type" AS "sale_type", "purchases_0"."quantity" AS "quantity", "purchases_0"."due_date" AS "due_date", "__sj_1"."json" AS "product", "__sj_2"."json" AS "customer" FROM (SELECT "purchases"."sale_type", "purchases"."quantity", "purchases"."due_date", "purchases"."product_id", "purchases"."customer_id" FROM "purchases" LIMIT ('1') :: integer) AS "purchases_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_2".*) AS "json"FROM (SELECT "customers_2"."id" AS "id", "customers_2"."full_name" AS "full_name", "customers_2"."email" AS "email" FROM (SELECT "customers"."id", "customers"."full_name", "customers"."email" FROM "customers" WHERE ((("customers"."id") = ("purchases_0"."customer_id"))) LIMIT ('1') :: integer) AS "customers_2") AS "__sr_2") AS "__sj_2" ON ('true') LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "products_1"."price" AS "price" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."id") = ("purchases_0"."product_id"))) LIMIT ('1') :: integer) AS "products_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
+WITH "_sg_input" AS (SELECT $1 :: json AS j), "customers" AS (INSERT INTO "customers" ("full_name", "email") SELECT CAST( i.j ->>'full_name' AS character varying), CAST( i.j ->>'email' AS character varying) FROM "_sg_input" i RETURNING *), "products" AS (INSERT INTO "products" ("name", "price") SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)) FROM "_sg_input" i RETURNING *), "purchases" AS (INSERT INTO "purchases" ("sale_type", "quantity", "due_date", "product_id", "customer_id") SELECT CAST( i.j ->>'sale_type' AS character varying), CAST( i.j ->>'quantity' AS integer), CAST( i.j ->>'due_date' AS timestamp without time zone), "products"."id", "customers"."id" FROM "_sg_input" i, "products", "customers" RETURNING *) SELECT jsonb_build_object('purchase', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "purchases_0"."sale_type" AS "sale_type", "purchases_0"."quantity" AS "quantity", "purchases_0"."due_date" AS "due_date", "__sj_1"."json" AS "product", "__sj_2"."json" AS "customer" FROM (SELECT "purchases"."sale_type", "purchases"."quantity", "purchases"."due_date", "purchases"."product_id", "purchases"."customer_id" FROM "purchases" LIMIT ('1') :: integer) AS "purchases_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_2".*) AS "json"FROM (SELECT "customers_2"."id" AS "id", "customers_2"."full_name" AS "full_name", "customers_2"."email" AS "email" FROM (SELECT "customers"."id", "customers"."full_name", "customers"."email" FROM "customers" WHERE ((("customers"."id") = ("purchases_0"."customer_id"))) LIMIT ('1') :: integer) AS "customers_2") AS "__sr_2") AS "__sj_2" ON ('true') LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "products_1"."price" AS "price" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."id") = ("purchases_0"."product_id"))) LIMIT ('1') :: integer) AS "products_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
-WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "customers" AS (INSERT INTO "customers" ("full_name", "email") SELECT CAST( i.j ->>'full_name' AS character varying), CAST( i.j ->>'email' AS character varying) FROM "_sg_input" i RETURNING *), "products" AS (INSERT INTO "products" ("name", "price") SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)) FROM "_sg_input" i RETURNING *), "purchases" AS (INSERT INTO "purchases" ("sale_type", "quantity", "due_date", "product_id", "customer_id") SELECT CAST( i.j ->>'sale_type' AS character varying), CAST( i.j ->>'quantity' AS integer), CAST( i.j ->>'due_date' AS timestamp without time zone), "products"."id", "customers"."id" FROM "_sg_input" i, "products", "customers" RETURNING *) SELECT jsonb_build_object('purchase', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "purchases_0"."sale_type" AS "sale_type", "purchases_0"."quantity" AS "quantity", "purchases_0"."due_date" AS "due_date", "__sj_1"."json" AS "product", "__sj_2"."json" AS "customer" FROM (SELECT "purchases"."sale_type", "purchases"."quantity", "purchases"."due_date", "purchases"."product_id", "purchases"."customer_id" FROM "purchases" LIMIT ('1') :: integer) AS "purchases_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_2".*) AS "json"FROM (SELECT "customers_2"."id" AS "id", "customers_2"."full_name" AS "full_name", "customers_2"."email" AS "email" FROM (SELECT "customers"."id", "customers"."full_name", "customers"."email" FROM "customers" WHERE ((("customers"."id") = ("purchases_0"."customer_id"))) LIMIT ('1') :: integer) AS "customers_2") AS "__sr_2") AS "__sj_2" ON ('true') LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "products_1"."price" AS "price" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."id") = ("purchases_0"."product_id"))) LIMIT ('1') :: integer) AS "products_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
+WITH "_sg_input" AS (SELECT $1 :: json AS j), "products" AS (INSERT INTO "products" ("name", "price") SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)) FROM "_sg_input" i RETURNING *), "customers" AS (INSERT INTO "customers" ("full_name", "email") SELECT CAST( i.j ->>'full_name' AS character varying), CAST( i.j ->>'email' AS character varying) FROM "_sg_input" i RETURNING *), "purchases" AS (INSERT INTO "purchases" ("sale_type", "quantity", "due_date", "customer_id", "product_id") SELECT CAST( i.j ->>'sale_type' AS character varying), CAST( i.j ->>'quantity' AS integer), CAST( i.j ->>'due_date' AS timestamp without time zone), "customers"."id", "products"."id" FROM "_sg_input" i, "customers", "products" RETURNING *) SELECT jsonb_build_object('purchase', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "purchases_0"."sale_type" AS "sale_type", "purchases_0"."quantity" AS "quantity", "purchases_0"."due_date" AS "due_date", "__sj_1"."json" AS "product", "__sj_2"."json" AS "customer" FROM (SELECT "purchases"."sale_type", "purchases"."quantity", "purchases"."due_date", "purchases"."product_id", "purchases"."customer_id" FROM "purchases" LIMIT ('1') :: integer) AS "purchases_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_2".*) AS "json"FROM (SELECT "customers_2"."id" AS "id", "customers_2"."full_name" AS "full_name", "customers_2"."email" AS "email" FROM (SELECT "customers"."id", "customers"."full_name", "customers"."email" FROM "customers" WHERE ((("customers"."id") = ("purchases_0"."customer_id"))) LIMIT ('1') :: integer) AS "customers_2") AS "__sr_2") AS "__sj_2" ON ('true') LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "products_1"."price" AS "price" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."id") = ("purchases_0"."product_id"))) LIMIT ('1') :: integer) AS "products_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
 === RUN   TestCompileInsert/nestedInsertOneToMany
-WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "users" AS (INSERT INTO "users" ("full_name", "email", "created_at", "updated_at") SELECT CAST( i.j ->>'full_name' AS character varying), CAST( i.j ->>'email' AS character varying), CAST( i.j ->>'created_at' AS timestamp without time zone), CAST( i.j ->>'updated_at' AS timestamp without time zone) FROM "_sg_input" i RETURNING *), "products" AS (INSERT INTO "products" ("name", "price", "created_at", "updated_at", "user_id") SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)), CAST( i.j ->>'created_at' AS timestamp without time zone), CAST( i.j ->>'updated_at' AS timestamp without time zone), "users"."id" FROM "_sg_input" i, "users" RETURNING *) SELECT jsonb_build_object('user', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "users_0"."id" AS "id", "users_0"."full_name" AS "full_name", "users_0"."email" AS "email", "__sj_1"."json" AS "product" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" LIMIT ('1') :: integer) AS "users_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "products_1"."price" AS "price" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."user_id") = ("users_0"."id"))) LIMIT ('1') :: integer) AS "products_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
+WITH "_sg_input" AS (SELECT $1 :: json AS j), "users" AS (INSERT INTO "users" ("full_name", "email", "created_at", "updated_at") SELECT CAST( i.j ->>'full_name' AS character varying), CAST( i.j ->>'email' AS character varying), CAST( i.j ->>'created_at' AS timestamp without time zone), CAST( i.j ->>'updated_at' AS timestamp without time zone) FROM "_sg_input" i RETURNING *), "products" AS (INSERT INTO "products" ("name", "price", "created_at", "updated_at", "user_id") SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)), CAST( i.j ->>'created_at' AS timestamp without time zone), CAST( i.j ->>'updated_at' AS timestamp without time zone), "users"."id" FROM "_sg_input" i, "users" RETURNING *) SELECT jsonb_build_object('user', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "users_0"."id" AS "id", "users_0"."full_name" AS "full_name", "users_0"."email" AS "email", "__sj_1"."json" AS "product" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" LIMIT ('1') :: integer) AS "users_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "products_1"."price" AS "price" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."user_id") = ("users_0"."id"))) LIMIT ('1') :: integer) AS "products_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
 === RUN   TestCompileInsert/nestedInsertOneToOne
-WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "users" AS (INSERT INTO "users" ("full_name", "email", "created_at", "updated_at") SELECT CAST( i.j ->>'full_name' AS character varying), CAST( i.j ->>'email' AS character varying), CAST( i.j ->>'created_at' AS timestamp without time zone), CAST( i.j ->>'updated_at' AS timestamp without time zone) FROM "_sg_input" i RETURNING *), "products" AS (INSERT INTO "products" ("name", "price", "created_at", "updated_at", "user_id") SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)), CAST( i.j ->>'created_at' AS timestamp without time zone), CAST( i.j ->>'updated_at' AS timestamp without time zone), "users"."id" FROM "_sg_input" i, "users" RETURNING *) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name", "__sj_1"."json" AS "user" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "users_1"."id" AS "id", "users_1"."full_name" AS "full_name", "users_1"."email" AS "email" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" WHERE ((("users"."id") = ("products_0"."user_id"))) LIMIT ('1') :: integer) AS "users_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
+WITH "_sg_input" AS (SELECT $1 :: json AS j), "users" AS (INSERT INTO "users" ("full_name", "email", "created_at", "updated_at") SELECT CAST( i.j ->>'full_name' AS character varying), CAST( i.j ->>'email' AS character varying), CAST( i.j ->>'created_at' AS timestamp without time zone), CAST( i.j ->>'updated_at' AS timestamp without time zone) FROM "_sg_input" i RETURNING *), "products" AS (INSERT INTO "products" ("name", "price", "created_at", "updated_at", "user_id") SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)), CAST( i.j ->>'created_at' AS timestamp without time zone), CAST( i.j ->>'updated_at' AS timestamp without time zone), "users"."id" FROM "_sg_input" i, "users" RETURNING *) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name", "__sj_1"."json" AS "user" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "users_1"."id" AS "id", "users_1"."full_name" AS "full_name", "users_1"."email" AS "email" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" WHERE ((("users"."id") = ("products_0"."user_id"))) LIMIT ('1') :: integer) AS "users_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
 === RUN   TestCompileInsert/nestedInsertOneToManyWithConnect
-WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "users" AS (INSERT INTO "users" ("full_name", "email", "created_at", "updated_at") SELECT CAST( i.j ->>'full_name' AS character varying), CAST( i.j ->>'email' AS character varying), CAST( i.j ->>'created_at' AS timestamp without time zone), CAST( i.j ->>'updated_at' AS timestamp without time zone) FROM "_sg_input" i RETURNING *), "products" AS ( UPDATE "products" SET "user_id" = "users"."id" FROM "users" WHERE ("products"."id"= ((i.j->'product'->'connect'->>'id'))::bigint) RETURNING "products".*) SELECT jsonb_build_object('user', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "users_0"."id" AS "id", "users_0"."full_name" AS "full_name", "users_0"."email" AS "email", "__sj_1"."json" AS "product" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" LIMIT ('1') :: integer) AS "users_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "products_1"."price" AS "price" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."user_id") = ("users_0"."id"))) LIMIT ('1') :: integer) AS "products_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
+WITH "_sg_input" AS (SELECT $1 :: json AS j), "users" AS (INSERT INTO "users" ("full_name", "email", "created_at", "updated_at") SELECT CAST( i.j ->>'full_name' AS character varying), CAST( i.j ->>'email' AS character varying), CAST( i.j ->>'created_at' AS timestamp without time zone), CAST( i.j ->>'updated_at' AS timestamp without time zone) FROM "_sg_input" i RETURNING *), "products" AS ( UPDATE "products" SET "user_id" = "users"."id" FROM "users" WHERE ("products"."id"= ((i.j->'product'->'connect'->>'id'))::bigint) RETURNING "products".*) SELECT jsonb_build_object('user', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "users_0"."id" AS "id", "users_0"."full_name" AS "full_name", "users_0"."email" AS "email", "__sj_1"."json" AS "product" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" LIMIT ('1') :: integer) AS "users_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "products_1"."price" AS "price" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."user_id") = ("users_0"."id"))) LIMIT ('1') :: integer) AS "products_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
 === RUN   TestCompileInsert/nestedInsertOneToOneWithConnect
-WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "_x_users" AS (SELECT "id" FROM "_sg_input" i,"users" WHERE "users"."id"= ((i.j->'user'->'connect'->>'id'))::bigint LIMIT 1), "products" AS (INSERT INTO "products" ("name", "price", "created_at", "updated_at", "user_id") SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)), CAST( i.j ->>'created_at' AS timestamp without time zone), CAST( i.j ->>'updated_at' AS timestamp without time zone), "_x_users"."id" FROM "_sg_input" i, "_x_users" RETURNING *) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name", "__sj_1"."json" AS "user", "__sj_2"."json" AS "tags" FROM (SELECT "products"."id", "products"."name", "products"."user_id", "products"."tags" FROM "products" LIMIT ('1') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT coalesce(jsonb_agg("__sj_2"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_2".*) AS "json"FROM (SELECT "tags_2"."id" AS "id", "tags_2"."name" AS "name" FROM (SELECT "tags"."id", "tags"."name" FROM "tags" WHERE ((("tags"."slug") = any ("products_0"."tags"))) LIMIT ('20') :: integer) AS "tags_2") AS "__sr_2") AS "__sj_2") AS "__sj_2" ON ('true') LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "users_1"."id" AS "id", "users_1"."full_name" AS "full_name", "users_1"."email" AS "email" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" WHERE ((("users"."id") = ("products_0"."user_id"))) LIMIT ('1') :: integer) AS "users_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
+WITH "_sg_input" AS (SELECT $1 :: json AS j), "_x_users" AS (SELECT "id" FROM "_sg_input" i,"users" WHERE "users"."id"= ((i.j->'user'->'connect'->>'id'))::bigint LIMIT 1), "products" AS (INSERT INTO "products" ("name", "price", "created_at", "updated_at", "user_id") SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)), CAST( i.j ->>'created_at' AS timestamp without time zone), CAST( i.j ->>'updated_at' AS timestamp without time zone), "_x_users"."id" FROM "_sg_input" i, "_x_users" RETURNING *) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name", "__sj_1"."json" AS "user", "__sj_2"."json" AS "tags" FROM (SELECT "products"."id", "products"."name", "products"."user_id", "products"."tags" FROM "products" LIMIT ('1') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT coalesce(jsonb_agg("__sj_2"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_2".*) AS "json"FROM (SELECT "tags_2"."id" AS "id", "tags_2"."name" AS "name" FROM (SELECT "tags"."id", "tags"."name" FROM "tags" WHERE ((("tags"."slug") = any ("products_0"."tags"))) LIMIT ('20') :: integer) AS "tags_2") AS "__sr_2") AS "__sj_2") AS "__sj_2" ON ('true') LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "users_1"."id" AS "id", "users_1"."full_name" AS "full_name", "users_1"."email" AS "email" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" WHERE ((("users"."id") = ("products_0"."user_id"))) LIMIT ('1') :: integer) AS "users_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
 === RUN   TestCompileInsert/nestedInsertOneToOneWithConnectArray
-WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "_x_users" AS (SELECT "id" FROM "_sg_input" i,"users" WHERE "users"."id" = ANY((select a::bigint AS list from json_array_elements_text((i.j->'user'->'connect'->>'id')::json) AS a)) LIMIT 1), "products" AS (INSERT INTO "products" ("name", "price", "created_at", "updated_at", "user_id") SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)), CAST( i.j ->>'created_at' AS timestamp without time zone), CAST( i.j ->>'updated_at' AS timestamp without time zone), "_x_users"."id" FROM "_sg_input" i, "_x_users" RETURNING *) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name", "__sj_1"."json" AS "user" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "users_1"."id" AS "id", "users_1"."full_name" AS "full_name", "users_1"."email" AS "email" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" WHERE ((("users"."id") = ("products_0"."user_id"))) LIMIT ('1') :: integer) AS "users_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
+WITH "_sg_input" AS (SELECT $1 :: json AS j), "_x_users" AS (SELECT "id" FROM "_sg_input" i,"users" WHERE "users"."id" = ANY((select a::bigint AS list from json_array_elements_text((i.j->'user'->'connect'->>'id')::json) AS a)) LIMIT 1), "products" AS (INSERT INTO "products" ("name", "price", "created_at", "updated_at", "user_id") SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)), CAST( i.j ->>'created_at' AS timestamp without time zone), CAST( i.j ->>'updated_at' AS timestamp without time zone), "_x_users"."id" FROM "_sg_input" i, "_x_users" RETURNING *) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name", "__sj_1"."json" AS "user" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "users_1"."id" AS "id", "users_1"."full_name" AS "full_name", "users_1"."email" AS "email" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" WHERE ((("users"."id") = ("products_0"."user_id"))) LIMIT ('1') :: integer) AS "users_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
 --- PASS: TestCompileInsert (0.02s)
     --- PASS: TestCompileInsert/simpleInsert (0.00s)
     --- PASS: TestCompileInsert/singleInsert (0.00s)
@@ -33,14 +33,14 @@ WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "_x_users" AS (SELECT "id"
     --- PASS: TestCompileInsert/nestedInsertOneToOneWithConnectArray (0.00s)
 === RUN   TestCompileMutate
 === RUN   TestCompileMutate/singleUpsert
-WITH "_sg_input" AS (SELECT '{{upsert}}' :: json AS j), "products" AS (INSERT INTO "products" ("name", "description") SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'description' AS text) FROM "_sg_input" i RETURNING *)  ON CONFLICT (id) DO UPDATE SET name = EXCLUDED.name, description = EXCLUDED.description RETURNING *) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0"
+WITH "_sg_input" AS (SELECT $1 :: json AS j), "products" AS (INSERT INTO "products" ("name", "description") SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'description' AS text) FROM "_sg_input" i RETURNING *)  ON CONFLICT (id) DO UPDATE SET name = EXCLUDED.name, description = EXCLUDED.description RETURNING *) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0"
 === RUN   TestCompileMutate/singleUpsertWhere
-WITH "_sg_input" AS (SELECT '{{upsert}}' :: json AS j), "products" AS (INSERT INTO "products" ("name", "description") SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'description' AS text) FROM "_sg_input" i RETURNING *)  ON CONFLICT (id) WHERE (("products"."price") > '3' :: numeric(7,2)) DO UPDATE SET name = EXCLUDED.name, description = EXCLUDED.description RETURNING *) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0"
+WITH "_sg_input" AS (SELECT $1 :: json AS j), "products" AS (INSERT INTO "products" ("name", "description") SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'description' AS text) FROM "_sg_input" i RETURNING *)  ON CONFLICT (id) WHERE (("products"."price") > '3' :: numeric(7,2)) DO UPDATE SET name = EXCLUDED.name, description = EXCLUDED.description RETURNING *) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0"
 === RUN   TestCompileMutate/bulkUpsert
-WITH "_sg_input" AS (SELECT '{{upsert}}' :: json AS j), "products" AS (INSERT INTO "products" ("name", "description") SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'description' AS text) FROM "_sg_input" i RETURNING *)  ON CONFLICT (id) DO UPDATE SET name = EXCLUDED.name, description = EXCLUDED.description RETURNING *) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0"
+WITH "_sg_input" AS (SELECT $1 :: json AS j), "products" AS (INSERT INTO "products" ("name", "description") SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'description' AS text) FROM "_sg_input" i RETURNING *)  ON CONFLICT (id) DO UPDATE SET name = EXCLUDED.name, description = EXCLUDED.description RETURNING *) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0"
 === RUN   TestCompileMutate/delete
 WITH "products" AS (DELETE FROM "products" WHERE (((("products"."price") > '0' :: numeric(7,2)) AND (("products"."price") < '8' :: numeric(7,2))) AND (("products"."id") = '1' :: bigint)) RETURNING "products".*) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0"
---- PASS: TestCompileMutate (0.00s)
+--- PASS: TestCompileMutate (0.01s)
     --- PASS: TestCompileMutate/singleUpsert (0.00s)
     --- PASS: TestCompileMutate/singleUpsertWhere (0.00s)
     --- PASS: TestCompileMutate/bulkUpsert (0.00s)
@@ -48,6 +48,8 @@ WITH "products" AS (DELETE FROM "products" WHERE (((("products"."price") > '0' :
 === RUN   TestCompileQuery
 === RUN   TestCompileQuery/withComplexArgs
 SELECT jsonb_build_object('products', "__sj_0"."json") as "__root" FROM (SELECT coalesce(jsonb_agg("__sj_0"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name", "products_0"."price" AS "price" FROM (SELECT DISTINCT ON ("products"."price") "products"."id", "products"."name", "products"."price" FROM "products" WHERE (((("products"."id") < '28' :: bigint) AND (("products"."id") >= '20' :: bigint) AND ((("products"."price") > '0' :: numeric(7,2)) AND (("products"."price") < '8' :: numeric(7,2))))) ORDER BY "products"."price" DESC LIMIT ('30') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0") AS "__sj_0"
+=== RUN   TestCompileQuery/withWhereIn
+SELECT jsonb_build_object('products', "__sj_0"."json") as "__root" FROM (SELECT coalesce(jsonb_agg("__sj_0"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id" FROM (SELECT "products"."id" FROM "products" WHERE ((((("products"."price") > '0' :: numeric(7,2)) AND (("products"."price") < '8' :: numeric(7,2))) AND (("products"."id") = ANY (ARRAY(SELECT json_array_elements_text($1)) :: bigint[])))) LIMIT ('20') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0") AS "__sj_0"
 === RUN   TestCompileQuery/withWhereAndList
 SELECT jsonb_build_object('products', "__sj_0"."json") as "__root" FROM (SELECT coalesce(jsonb_agg("__sj_0"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name", "products_0"."price" AS "price" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE (((("products"."price") > '10' :: numeric(7,2)) AND NOT (("products"."id") IS NULL) AND ((("products"."price") > '0' :: numeric(7,2)) AND (("products"."price") < '8' :: numeric(7,2))))) LIMIT ('20') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0") AS "__sj_0"
 === RUN   TestCompileQuery/withWhereIsNull
@@ -55,9 +57,9 @@ SELECT jsonb_build_object('products', "__sj_0"."json") as "__root" FROM (SELECT
 === RUN   TestCompileQuery/withWhereMultiOr
 SELECT jsonb_build_object('products', "__sj_0"."json") as "__root" FROM (SELECT coalesce(jsonb_agg("__sj_0"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name", "products_0"."price" AS "price" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((((("products"."price") > '0' :: numeric(7,2)) AND (("products"."price") < '8' :: numeric(7,2))) AND ((("products"."price") < '20' :: numeric(7,2)) OR (("products"."price") > '10' :: numeric(7,2)) OR NOT (("products"."id") IS NULL)))) LIMIT ('20') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0") AS "__sj_0"
 === RUN   TestCompileQuery/fetchByID
-SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name" FROM (SELECT "products"."id", "products"."name" FROM "products" WHERE ((((("products"."price") > '0' :: numeric(7,2)) AND (("products"."price") < '8' :: numeric(7,2))) AND (("products"."id") =  '{{id}}' :: bigint))) LIMIT ('1') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0"
+SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name" FROM (SELECT "products"."id", "products"."name" FROM "products" WHERE ((((("products"."price") > '0' :: numeric(7,2)) AND (("products"."price") < '8' :: numeric(7,2))) AND (("products"."id") = $1 :: bigint))) LIMIT ('1') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0"
 === RUN   TestCompileQuery/searchQuery
-SELECT jsonb_build_object('products', "__sj_0"."json") as "__root" FROM (SELECT coalesce(jsonb_agg("__sj_0"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name", "products_0"."search_rank" AS "search_rank", "products_0"."search_headline_description" AS "search_headline_description" FROM (SELECT "products"."id", "products"."name", ts_rank("products"."tsv", websearch_to_tsquery('{{query}}')) AS "search_rank", ts_headline("products"."description", websearch_to_tsquery('{{query}}')) AS "search_headline_description" FROM "products" WHERE ((("products"."tsv") @@ websearch_to_tsquery('{{query}}'))) LIMIT ('20') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0") AS "__sj_0"
+SELECT jsonb_build_object('products', "__sj_0"."json") as "__root" FROM (SELECT coalesce(jsonb_agg("__sj_0"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name", "products_0"."search_rank" AS "search_rank", "products_0"."search_headline_description" AS "search_headline_description" FROM (SELECT "products"."id", "products"."name", ts_rank("products"."tsv", websearch_to_tsquery($1)) AS "search_rank", ts_headline("products"."description", websearch_to_tsquery($1)) AS "search_headline_description" FROM "products" WHERE ((("products"."tsv") @@ websearch_to_tsquery($1))) LIMIT ('20') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0") AS "__sj_0"
 === RUN   TestCompileQuery/oneToMany
 SELECT jsonb_build_object('users', "__sj_0"."json") as "__root" FROM (SELECT coalesce(jsonb_agg("__sj_0"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "users_0"."email" AS "email", "__sj_1"."json" AS "products" FROM (SELECT "users"."email", "users"."id" FROM "users" LIMIT ('20') :: integer) AS "users_0" LEFT OUTER JOIN LATERAL (SELECT coalesce(jsonb_agg("__sj_1"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "products_1"."name" AS "name", "products_1"."price" AS "price" FROM (SELECT "products"."name", "products"."price" FROM "products" WHERE ((("products"."user_id") = ("users_0"."id")) AND ((("products"."price") > '0' :: numeric(7,2)) AND (("products"."price") < '8' :: numeric(7,2)))) LIMIT ('20') :: integer) AS "products_1") AS "__sr_1") AS "__sj_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0") AS "__sj_0"
 === RUN   TestCompileQuery/oneToManyReverse
@@ -77,9 +79,9 @@ SELECT jsonb_build_object('products', "__sj_0"."json") as "__root" FROM (SELECT
 === RUN   TestCompileQuery/aggFunctionWithFilter
 SELECT jsonb_build_object('products', "__sj_0"."json") as "__root" FROM (SELECT coalesce(jsonb_agg("__sj_0"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."max_price" AS "max_price" FROM (SELECT "products"."id", max("products"."price") AS "max_price" FROM "products" WHERE ((((("products"."price") > '0' :: numeric(7,2)) AND (("products"."price") < '8' :: numeric(7,2))) AND (("products"."id") > '10' :: bigint))) GROUP BY "products"."id" LIMIT ('20') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0") AS "__sj_0"
 === RUN   TestCompileQuery/syntheticTables
-SELECT jsonb_build_object('me', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT  FROM (SELECT "users"."email" FROM "users" WHERE ((("users"."id") =  '{{user_id}}' :: bigint)) LIMIT ('1') :: integer) AS "users_0") AS "__sr_0") AS "__sj_0"
+SELECT jsonb_build_object('me', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT  FROM (SELECT "users"."email" FROM "users" WHERE ((("users"."id") = $1 :: bigint)) LIMIT ('1') :: integer) AS "users_0") AS "__sr_0") AS "__sj_0"
 === RUN   TestCompileQuery/queryWithVariables
-SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name" FROM (SELECT "products"."id", "products"."name" FROM "products" WHERE (((("products"."price") =  '{{product_price}}' :: numeric(7,2)) AND (("products"."id") =  '{{product_id}}' :: bigint) AND ((("products"."price") > '0' :: numeric(7,2)) AND (("products"."price") < '8' :: numeric(7,2))))) LIMIT ('1') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0"
+SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name" FROM (SELECT "products"."id", "products"."name" FROM "products" WHERE (((("products"."price") = $1 :: numeric(7,2)) AND (("products"."id") = $2 :: bigint) AND ((("products"."price") > '0' :: numeric(7,2)) AND (("products"."price") < '8' :: numeric(7,2))))) LIMIT ('1') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0"
 === RUN   TestCompileQuery/withWhereOnRelations
 SELECT jsonb_build_object('users', "__sj_0"."json") as "__root" FROM (SELECT coalesce(jsonb_agg("__sj_0"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "users_0"."id" AS "id", "users_0"."email" AS "email" FROM (SELECT "users"."id", "users"."email" FROM "users" WHERE (NOT EXISTS (SELECT 1 FROM products WHERE (("products"."user_id") = ("users"."id")) AND ((("products"."price") > '3' :: numeric(7,2))))) LIMIT ('20') :: integer) AS "users_0") AS "__sr_0") AS "__sj_0") AS "__sj_0"
 === RUN   TestCompileQuery/multiRoot
@@ -87,15 +89,16 @@ SELECT jsonb_build_object('customer', "__sj_0"."json", 'user', "__sj_1"."json",
 === RUN   TestCompileQuery/jsonColumnAsTable
 SELECT jsonb_build_object('products', "__sj_0"."json") as "__root" FROM (SELECT coalesce(jsonb_agg("__sj_0"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name", "__sj_1"."json" AS "tag_count" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('20') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "tag_count_1"."count" AS "count", "__sj_2"."json" AS "tags" FROM (SELECT "tag_count"."count", "tag_count"."tag_id" FROM "products", json_to_recordset("products"."tag_count") AS "tag_count"(tag_id bigint, count int) WHERE ((("products"."id") = ("products_0"."id"))) LIMIT ('1') :: integer) AS "tag_count_1" LEFT OUTER JOIN LATERAL (SELECT coalesce(jsonb_agg("__sj_2"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_2".*) AS "json"FROM (SELECT "tags_2"."name" AS "name" FROM (SELECT "tags"."name" FROM "tags" WHERE ((("tags"."id") = ("tag_count_1"."tag_id"))) LIMIT ('20') :: integer) AS "tags_2") AS "__sr_2") AS "__sj_2") AS "__sj_2" ON ('true')) AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0") AS "__sj_0"
 === RUN   TestCompileQuery/withCursor
-SELECT jsonb_build_object('products', "__sj_0"."json", 'products_cursor', "__sj_0"."cursor") as "__root" FROM (SELECT coalesce(jsonb_agg("__sj_0"."json"), '[]') as "json", CONCAT_WS(',', max("__cur_0"), max("__cur_1")) as "cursor" FROM (SELECT to_jsonb("__sr_0".*) - '__cur_0' - '__cur_1' AS "json", "__cur_0", "__cur_1"FROM (SELECT "products_0"."name" AS "name", LAST_VALUE("products_0"."price") OVER() AS "__cur_0", LAST_VALUE("products_0"."id") OVER() AS "__cur_1" FROM (WITH "__cur" AS (SELECT a[1] as "price", a[2] as "id" FROM string_to_array('{{cursor}}', ',') as a) SELECT "products"."name", "products"."id", "products"."price" FROM "products", "__cur" WHERE (((("products"."price") < "__cur"."price" :: numeric(7,2)) OR ((("products"."price") = "__cur"."price" :: numeric(7,2)) AND (("products"."id") > "__cur"."id" :: bigint)))) ORDER BY "products"."price" DESC, "products"."id" ASC LIMIT ('20') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0") AS "__sj_0"
+SELECT jsonb_build_object('products', "__sj_0"."json", 'products_cursor', "__sj_0"."cursor") as "__root" FROM (SELECT coalesce(jsonb_agg("__sj_0"."json"), '[]') as "json", CONCAT_WS(',', max("__cur_0"), max("__cur_1")) as "cursor" FROM (SELECT to_jsonb("__sr_0".*) - '__cur_0' - '__cur_1' AS "json", "__cur_0", "__cur_1"FROM (SELECT "products_0"."name" AS "name", LAST_VALUE("products_0"."price") OVER() AS "__cur_0", LAST_VALUE("products_0"."id") OVER() AS "__cur_1" FROM (WITH "__cur" AS (SELECT a[1] as "price", a[2] as "id" FROM string_to_array($1, ',') as a) SELECT "products"."name", "products"."id", "products"."price" FROM "products", "__cur" WHERE (((("products"."price") < "__cur"."price" :: numeric(7,2)) OR ((("products"."price") = "__cur"."price" :: numeric(7,2)) AND (("products"."id") > "__cur"."id" :: bigint)))) ORDER BY "products"."price" DESC, "products"."id" ASC LIMIT ('20') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0") AS "__sj_0"
 === RUN   TestCompileQuery/nullForAuthRequiredInAnon
 SELECT jsonb_build_object('products', "__sj_0"."json") as "__root" FROM (SELECT coalesce(jsonb_agg("__sj_0"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name", NULL AS "user" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('20') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0") AS "__sj_0"
 === RUN   TestCompileQuery/blockedQuery
 SELECT jsonb_build_object('user', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "users_0"."id" AS "id", "users_0"."full_name" AS "full_name", "users_0"."email" AS "email" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" WHERE (false) LIMIT ('1') :: integer) AS "users_0") AS "__sr_0") AS "__sj_0"
 === RUN   TestCompileQuery/blockedFunctions
 SELECT jsonb_build_object('users', "__sj_0"."json") as "__root" FROM (SELECT coalesce(jsonb_agg("__sj_0"."json"), '[]') as "json" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "users_0"."email" AS "email" FROM (SELECT , "users"."email" FROM "users" WHERE (false) GROUP BY "users"."email" LIMIT ('20') :: integer) AS "users_0") AS "__sr_0") AS "__sj_0") AS "__sj_0"
---- PASS: TestCompileQuery (0.02s)
+--- PASS: TestCompileQuery (0.03s)
     --- PASS: TestCompileQuery/withComplexArgs (0.00s)
+    --- PASS: TestCompileQuery/withWhereIn (0.00s)
     --- PASS: TestCompileQuery/withWhereAndList (0.00s)
     --- PASS: TestCompileQuery/withWhereIsNull (0.00s)
     --- PASS: TestCompileQuery/withWhereMultiOr (0.00s)
@@ -121,23 +124,23 @@ SELECT jsonb_build_object('users', "__sj_0"."json") as "__root" FROM (SELECT coa
     --- PASS: TestCompileQuery/blockedFunctions (0.00s)
 === RUN   TestCompileUpdate
 === RUN   TestCompileUpdate/singleUpdate
-WITH "_sg_input" AS (SELECT '{{update}}' :: json AS j), "products" AS (UPDATE "products" SET ("name", "description") = (SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'description' AS text) FROM "_sg_input" i)  WHERE ((("products"."id") = '1' :: bigint) AND (("products"."id") =  '{{id}}' :: bigint)) RETURNING "products".*) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0"
+WITH "_sg_input" AS (SELECT $1 :: json AS j), "products" AS (UPDATE "products" SET ("name", "description") = (SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'description' AS text) FROM "_sg_input" i) WHERE ((("products"."id") = '1' :: bigint) AND (("products"."id") = $2 :: bigint)) RETURNING "products".*) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0"
 === RUN   TestCompileUpdate/simpleUpdateWithPresets
-WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "products" AS (UPDATE "products" SET ("name", "price", "updated_at") = (SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)), 'now' :: timestamp without time zone FROM "_sg_input" i)  WHERE (("products"."user_id") =  '{{user_id}}' :: bigint) RETURNING "products".*) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id" FROM (SELECT "products"."id" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0"
+WITH "_sg_input" AS (SELECT $1 :: json AS j), "products" AS (UPDATE "products" SET ("name", "price", "updated_at") = (SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)), 'now' :: timestamp without time zone FROM "_sg_input" i) WHERE (("products"."user_id") = $2 :: bigint) RETURNING "products".*) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id" FROM (SELECT "products"."id" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0"
 === RUN   TestCompileUpdate/nestedUpdateManyToMany
-WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "purchases" AS (UPDATE "purchases" SET ("sale_type", "quantity", "due_date") = (SELECT CAST( i.j ->>'sale_type' AS character varying), CAST( i.j ->>'quantity' AS integer), CAST( i.j ->>'due_date' AS timestamp without time zone) FROM "_sg_input" i)  WHERE (("purchases"."id") =  '{{id}}' :: bigint) RETURNING "purchases".*), "products" AS (UPDATE "products" SET ("name", "price") = (SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)) FROM "_sg_input" i) FROM "purchases" WHERE (("products"."id") = ("purchases"."product_id")) RETURNING "products".*), "customers" AS (UPDATE "customers" SET ("full_name", "email") = (SELECT CAST( i.j ->>'full_name' AS character varying), CAST( i.j ->>'email' AS character varying) FROM "_sg_input" i) FROM "purchases" WHERE (("customers"."id") = ("purchases"."customer_id")) RETURNING "customers".*) SELECT jsonb_build_object('purchase', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "purchases_0"."sale_type" AS "sale_type", "purchases_0"."quantity" AS "quantity", "purchases_0"."due_date" AS "due_date", "__sj_1"."json" AS "product", "__sj_2"."json" AS "customer" FROM (SELECT "purchases"."sale_type", "purchases"."quantity", "purchases"."due_date", "purchases"."product_id", "purchases"."customer_id" FROM "purchases" LIMIT ('1') :: integer) AS "purchases_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_2".*) AS "json"FROM (SELECT "customers_2"."id" AS "id", "customers_2"."full_name" AS "full_name", "customers_2"."email" AS "email" FROM (SELECT "customers"."id", "customers"."full_name", "customers"."email" FROM "customers" WHERE ((("customers"."id") = ("purchases_0"."customer_id"))) LIMIT ('1') :: integer) AS "customers_2") AS "__sr_2") AS "__sj_2" ON ('true') LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "products_1"."price" AS "price" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."id") = ("purchases_0"."product_id"))) LIMIT ('1') :: integer) AS "products_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
+WITH "_sg_input" AS (SELECT $1 :: json AS j), "purchases" AS (UPDATE "purchases" SET ("sale_type", "quantity", "due_date") = (SELECT CAST( i.j ->>'sale_type' AS character varying), CAST( i.j ->>'quantity' AS integer), CAST( i.j ->>'due_date' AS timestamp without time zone) FROM "_sg_input" i) WHERE (("purchases"."id") = $2 :: bigint) RETURNING "purchases".*), "products" AS (UPDATE "products" SET ("name", "price") = (SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)) FROM "_sg_input" i) FROM "purchases" WHERE (("products"."id") = ("purchases"."product_id")) RETURNING "products".*), "customers" AS (UPDATE "customers" SET ("full_name", "email") = (SELECT CAST( i.j ->>'full_name' AS character varying), CAST( i.j ->>'email' AS character varying) FROM "_sg_input" i) FROM "purchases" WHERE (("customers"."id") = ("purchases"."customer_id")) RETURNING "customers".*) SELECT jsonb_build_object('purchase', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "purchases_0"."sale_type" AS "sale_type", "purchases_0"."quantity" AS "quantity", "purchases_0"."due_date" AS "due_date", "__sj_1"."json" AS "product", "__sj_2"."json" AS "customer" FROM (SELECT "purchases"."sale_type", "purchases"."quantity", "purchases"."due_date", "purchases"."product_id", "purchases"."customer_id" FROM "purchases" LIMIT ('1') :: integer) AS "purchases_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_2".*) AS "json"FROM (SELECT "customers_2"."id" AS "id", "customers_2"."full_name" AS "full_name", "customers_2"."email" AS "email" FROM (SELECT "customers"."id", "customers"."full_name", "customers"."email" FROM "customers" WHERE ((("customers"."id") = ("purchases_0"."customer_id"))) LIMIT ('1') :: integer) AS "customers_2") AS "__sr_2") AS "__sj_2" ON ('true') LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "products_1"."price" AS "price" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."id") = ("purchases_0"."product_id"))) LIMIT ('1') :: integer) AS "products_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
-WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "purchases" AS (UPDATE "purchases" SET ("sale_type", "quantity", "due_date") = (SELECT CAST( i.j ->>'sale_type' AS character varying), CAST( i.j ->>'quantity' AS integer), CAST( i.j ->>'due_date' AS timestamp without time zone) FROM "_sg_input" i)  WHERE (("purchases"."id") =  '{{id}}' :: bigint) RETURNING "purchases".*), "customers" AS (UPDATE "customers" SET ("full_name", "email") = (SELECT CAST( i.j ->>'full_name' AS character varying), CAST( i.j ->>'email' AS character varying) FROM "_sg_input" i) FROM "purchases" WHERE (("customers"."id") = ("purchases"."customer_id")) RETURNING "customers".*), "products" AS (UPDATE "products" SET ("name", "price") = (SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)) FROM "_sg_input" i) FROM "purchases" WHERE (("products"."id") = ("purchases"."product_id")) RETURNING "products".*) SELECT jsonb_build_object('purchase', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "purchases_0"."sale_type" AS "sale_type", "purchases_0"."quantity" AS "quantity", "purchases_0"."due_date" AS "due_date", "__sj_1"."json" AS "product", "__sj_2"."json" AS "customer" FROM (SELECT "purchases"."sale_type", "purchases"."quantity", "purchases"."due_date", "purchases"."product_id", "purchases"."customer_id" FROM "purchases" LIMIT ('1') :: integer) AS "purchases_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_2".*) AS "json"FROM (SELECT "customers_2"."id" AS "id", "customers_2"."full_name" AS "full_name", "customers_2"."email" AS "email" FROM (SELECT "customers"."id", "customers"."full_name", "customers"."email" FROM "customers" WHERE ((("customers"."id") = ("purchases_0"."customer_id"))) LIMIT ('1') :: integer) AS "customers_2") AS "__sr_2") AS "__sj_2" ON ('true') LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "products_1"."price" AS "price" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."id") = ("purchases_0"."product_id"))) LIMIT ('1') :: integer) AS "products_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
+WITH "_sg_input" AS (SELECT $1 :: json AS j), "purchases" AS (UPDATE "purchases" SET ("sale_type", "quantity", "due_date") = (SELECT CAST( i.j ->>'sale_type' AS character varying), CAST( i.j ->>'quantity' AS integer), CAST( i.j ->>'due_date' AS timestamp without time zone) FROM "_sg_input" i) WHERE (("purchases"."id") = $2 :: bigint) RETURNING "purchases".*), "customers" AS (UPDATE "customers" SET ("full_name", "email") = (SELECT CAST( i.j ->>'full_name' AS character varying), CAST( i.j ->>'email' AS character varying) FROM "_sg_input" i) FROM "purchases" WHERE (("customers"."id") = ("purchases"."customer_id")) RETURNING "customers".*), "products" AS (UPDATE "products" SET ("name", "price") = (SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)) FROM "_sg_input" i) FROM "purchases" WHERE (("products"."id") = ("purchases"."product_id")) RETURNING "products".*) SELECT jsonb_build_object('purchase', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "purchases_0"."sale_type" AS "sale_type", "purchases_0"."quantity" AS "quantity", "purchases_0"."due_date" AS "due_date", "__sj_1"."json" AS "product", "__sj_2"."json" AS "customer" FROM (SELECT "purchases"."sale_type", "purchases"."quantity", "purchases"."due_date", "purchases"."product_id", "purchases"."customer_id" FROM "purchases" LIMIT ('1') :: integer) AS "purchases_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_2".*) AS "json"FROM (SELECT "customers_2"."id" AS "id", "customers_2"."full_name" AS "full_name", "customers_2"."email" AS "email" FROM (SELECT "customers"."id", "customers"."full_name", "customers"."email" FROM "customers" WHERE ((("customers"."id") = ("purchases_0"."customer_id"))) LIMIT ('1') :: integer) AS "customers_2") AS "__sr_2") AS "__sj_2" ON ('true') LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "products_1"."price" AS "price" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."id") = ("purchases_0"."product_id"))) LIMIT ('1') :: integer) AS "products_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
 === RUN   TestCompileUpdate/nestedUpdateOneToMany
-WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "users" AS (UPDATE "users" SET ("full_name", "email", "created_at", "updated_at") = (SELECT CAST( i.j ->>'full_name' AS character varying), CAST( i.j ->>'email' AS character varying), CAST( i.j ->>'created_at' AS timestamp without time zone), CAST( i.j ->>'updated_at' AS timestamp without time zone) FROM "_sg_input" i)  WHERE (("users"."id") = '8' :: bigint) RETURNING "users".*), "products" AS (UPDATE "products" SET ("name", "price", "created_at", "updated_at") = (SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)), CAST( i.j ->>'created_at' AS timestamp without time zone), CAST( i.j ->>'updated_at' AS timestamp without time zone) FROM "_sg_input" i) FROM "users" WHERE (("products"."user_id") = ("users"."id") AND "products"."id"= ((i.j->'product'->'where'->>'id'))::bigint) RETURNING "products".*) SELECT jsonb_build_object('user', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "users_0"."id" AS "id", "users_0"."full_name" AS "full_name", "users_0"."email" AS "email", "__sj_1"."json" AS "product" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" LIMIT ('1') :: integer) AS "users_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "products_1"."price" AS "price" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."user_id") = ("users_0"."id"))) LIMIT ('1') :: integer) AS "products_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
+WITH "_sg_input" AS (SELECT $1 :: json AS j), "users" AS (UPDATE "users" SET ("full_name", "email", "created_at", "updated_at") = (SELECT CAST( i.j ->>'full_name' AS character varying), CAST( i.j ->>'email' AS character varying), CAST( i.j ->>'created_at' AS timestamp without time zone), CAST( i.j ->>'updated_at' AS timestamp without time zone) FROM "_sg_input" i) WHERE (("users"."id") = '8' :: bigint) RETURNING "users".*), "products" AS (UPDATE "products" SET ("name", "price", "created_at", "updated_at") = (SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)), CAST( i.j ->>'created_at' AS timestamp without time zone), CAST( i.j ->>'updated_at' AS timestamp without time zone) FROM "_sg_input" i) FROM "users" WHERE (("products"."user_id") = ("users"."id") AND "products"."id"= ((i.j->'product'->'where'->>'id'))::bigint) RETURNING "products".*) SELECT jsonb_build_object('user', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "users_0"."id" AS "id", "users_0"."full_name" AS "full_name", "users_0"."email" AS "email", "__sj_1"."json" AS "product" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" LIMIT ('1') :: integer) AS "users_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "products_1"."price" AS "price" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."user_id") = ("users_0"."id"))) LIMIT ('1') :: integer) AS "products_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
 === RUN   TestCompileUpdate/nestedUpdateOneToOne
-WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "products" AS (UPDATE "products" SET ("name", "price", "created_at", "updated_at") = (SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)), CAST( i.j ->>'created_at' AS timestamp without time zone), CAST( i.j ->>'updated_at' AS timestamp without time zone) FROM "_sg_input" i)  WHERE (("products"."id") =  '{{id}}' :: bigint) RETURNING "products".*), "users" AS (UPDATE "users" SET ("email") = (SELECT CAST( i.j ->>'email' AS character varying) FROM "_sg_input" i) FROM "products" WHERE (("users"."id") = ("products"."user_id")) RETURNING "users".*) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name", "__sj_1"."json" AS "user" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "users_1"."id" AS "id", "users_1"."full_name" AS "full_name", "users_1"."email" AS "email" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" WHERE ((("users"."id") = ("products_0"."user_id"))) LIMIT ('1') :: integer) AS "users_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
+WITH "_sg_input" AS (SELECT $1 :: json AS j), "products" AS (UPDATE "products" SET ("name", "price", "created_at", "updated_at") = (SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)), CAST( i.j ->>'created_at' AS timestamp without time zone), CAST( i.j ->>'updated_at' AS timestamp without time zone) FROM "_sg_input" i) WHERE (("products"."id") = $2 :: bigint) RETURNING "products".*), "users" AS (UPDATE "users" SET ("email") = (SELECT CAST( i.j ->>'email' AS character varying) FROM "_sg_input" i) FROM "products" WHERE (("users"."id") = ("products"."user_id")) RETURNING "users".*) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name", "__sj_1"."json" AS "user" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "users_1"."id" AS "id", "users_1"."full_name" AS "full_name", "users_1"."email" AS "email" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" WHERE ((("users"."id") = ("products_0"."user_id"))) LIMIT ('1') :: integer) AS "users_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
 === RUN   TestCompileUpdate/nestedUpdateOneToManyWithConnect
-WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "users" AS (UPDATE "users" SET ("full_name", "email", "created_at", "updated_at") = (SELECT CAST( i.j ->>'full_name' AS character varying), CAST( i.j ->>'email' AS character varying), CAST( i.j ->>'created_at' AS timestamp without time zone), CAST( i.j ->>'updated_at' AS timestamp without time zone) FROM "_sg_input" i)  WHERE (("users"."id") =  '{{id}}' :: bigint) RETURNING "users".*), "products_c" AS ( UPDATE "products" SET "user_id" = "users"."id" FROM "users" WHERE ("products"."id"= ((i.j->'product'->'connect'->>'id'))::bigint) RETURNING "products".*), "products_d" AS ( UPDATE "products" SET "user_id" =  NULL FROM "users" WHERE ("products"."id"= ((i.j->'product'->'disconnect'->>'id'))::bigint) RETURNING "products".*), "products" AS (SELECT * FROM "products_c" UNION ALL SELECT * FROM "products_d") SELECT jsonb_build_object('user', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "users_0"."id" AS "id", "users_0"."full_name" AS "full_name", "users_0"."email" AS "email", "__sj_1"."json" AS "product" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" LIMIT ('1') :: integer) AS "users_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "products_1"."price" AS "price" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."user_id") = ("users_0"."id"))) LIMIT ('1') :: integer) AS "products_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
+WITH "_sg_input" AS (SELECT $1 :: json AS j), "users" AS (UPDATE "users" SET ("full_name", "email", "created_at", "updated_at") = (SELECT CAST( i.j ->>'full_name' AS character varying), CAST( i.j ->>'email' AS character varying), CAST( i.j ->>'created_at' AS timestamp without time zone), CAST( i.j ->>'updated_at' AS timestamp without time zone) FROM "_sg_input" i) WHERE (("users"."id") = $2 :: bigint) RETURNING "users".*), "products_c" AS ( UPDATE "products" SET "user_id" = "users"."id" FROM "users" WHERE ("products"."id"= ((i.j->'product'->'connect'->>'id'))::bigint) RETURNING "products".*), "products_d" AS ( UPDATE "products" SET "user_id" =  NULL FROM "users" WHERE ("products"."id"= ((i.j->'product'->'disconnect'->>'id'))::bigint) RETURNING "products".*), "products" AS (SELECT * FROM "products_c" UNION ALL SELECT * FROM "products_d") SELECT jsonb_build_object('user', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "users_0"."id" AS "id", "users_0"."full_name" AS "full_name", "users_0"."email" AS "email", "__sj_1"."json" AS "product" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" LIMIT ('1') :: integer) AS "users_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "products_1"."price" AS "price" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."user_id") = ("users_0"."id"))) LIMIT ('1') :: integer) AS "products_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
 === RUN   TestCompileUpdate/nestedUpdateOneToOneWithConnect
-WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "_x_users" AS (SELECT "id" FROM "_sg_input" i,"users" WHERE "users"."id"= ((i.j->'user'->'connect'->>'id'))::bigint AND "users"."email"= ((i.j->'user'->'connect'->>'email'))::character varying LIMIT 1), "products" AS (UPDATE "products" SET ("name", "price", "user_id") = (SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)), "_x_users"."id" FROM "_sg_input" i, "_x_users")  WHERE (("products"."id") =  '{{product_id}}' :: bigint) RETURNING "products".*) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name", "__sj_1"."json" AS "user" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "users_1"."id" AS "id", "users_1"."full_name" AS "full_name", "users_1"."email" AS "email" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" WHERE ((("users"."id") = ("products_0"."user_id"))) LIMIT ('1') :: integer) AS "users_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
+WITH "_sg_input" AS (SELECT $1 :: json AS j), "_x_users" AS (SELECT "id" FROM "_sg_input" i,"users" WHERE "users"."id"= ((i.j->'user'->'connect'->>'id'))::bigint AND "users"."email"= ((i.j->'user'->'connect'->>'email'))::character varying LIMIT 1), "products" AS (UPDATE "products" SET ("name", "price", "user_id") = (SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)), "_x_users"."id" FROM "_sg_input" i, "_x_users") WHERE (("products"."id") = $2 :: bigint) RETURNING "products".*) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name", "__sj_1"."json" AS "user" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "users_1"."id" AS "id", "users_1"."full_name" AS "full_name", "users_1"."email" AS "email" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" WHERE ((("users"."id") = ("products_0"."user_id"))) LIMIT ('1') :: integer) AS "users_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
-WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "_x_users" AS (SELECT "id" FROM "_sg_input" i,"users" WHERE "users"."email"= ((i.j->'user'->'connect'->>'email'))::character varying AND "users"."id"= ((i.j->'user'->'connect'->>'id'))::bigint LIMIT 1), "products" AS (UPDATE "products" SET ("name", "price", "user_id") = (SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)), "_x_users"."id" FROM "_sg_input" i, "_x_users")  WHERE (("products"."id") =  '{{product_id}}' :: bigint) RETURNING "products".*) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name", "__sj_1"."json" AS "user" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "users_1"."id" AS "id", "users_1"."full_name" AS "full_name", "users_1"."email" AS "email" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" WHERE ((("users"."id") = ("products_0"."user_id"))) LIMIT ('1') :: integer) AS "users_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
+WITH "_sg_input" AS (SELECT $1 :: json AS j), "_x_users" AS (SELECT "id" FROM "_sg_input" i,"users" WHERE "users"."email"= ((i.j->'user'->'connect'->>'email'))::character varying AND "users"."id"= ((i.j->'user'->'connect'->>'id'))::bigint LIMIT 1), "products" AS (UPDATE "products" SET ("name", "price", "user_id") = (SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)), "_x_users"."id" FROM "_sg_input" i, "_x_users") WHERE (("products"."id") = $2 :: bigint) RETURNING "products".*) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name", "__sj_1"."json" AS "user" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT to_jsonb("__sr_1".*) AS "json"FROM (SELECT "users_1"."id" AS "id", "users_1"."full_name" AS "full_name", "users_1"."email" AS "email" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" WHERE ((("users"."id") = ("products_0"."user_id"))) LIMIT ('1') :: integer) AS "users_1") AS "__sr_1") AS "__sj_1" ON ('true')) AS "__sr_0") AS "__sj_0"
 === RUN   TestCompileUpdate/nestedUpdateOneToOneWithDisconnect
-WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "_x_users" AS (SELECT * FROM (VALUES(NULL::bigint)) AS LOOKUP("id")), "products" AS (UPDATE "products" SET ("name", "price", "user_id") = (SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)), "_x_users"."id" FROM "_sg_input" i, "_x_users")  WHERE (("products"."id") =  '{{id}}' :: bigint) RETURNING "products".*) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name", "products_0"."user_id" AS "user_id" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0"
+WITH "_sg_input" AS (SELECT $1 :: json AS j), "_x_users" AS (SELECT * FROM (VALUES(NULL::bigint)) AS LOOKUP("id")), "products" AS (UPDATE "products" SET ("name", "price", "user_id") = (SELECT CAST( i.j ->>'name' AS character varying), CAST( i.j ->>'price' AS numeric(7,2)), "_x_users"."id" FROM "_sg_input" i, "_x_users") WHERE (("products"."id") = $2 :: bigint) RETURNING "products".*) SELECT jsonb_build_object('product', "__sj_0"."json") as "__root" FROM (SELECT to_jsonb("__sr_0".*) AS "json"FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name", "products_0"."user_id" AS "user_id" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sr_0") AS "__sj_0"
 --- PASS: TestCompileUpdate (0.02s)
     --- PASS: TestCompileUpdate/singleUpdate (0.00s)
     --- PASS: TestCompileUpdate/simpleUpdateWithPresets (0.00s)
@@ -148,4 +151,4 @@ WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "_x_users" AS (SELECT * FR
     --- PASS: TestCompileUpdate/nestedUpdateOneToOneWithConnect (0.00s)
     --- PASS: TestCompileUpdate/nestedUpdateOneToOneWithDisconnect (0.00s)
 PASS
-ok  	github.com/dosco/super-graph/core/internal/psql	0.306s
+ok  	github.com/dosco/super-graph/core/internal/psql	(cached)

core/internal/psql/update.go

@@ -10,8 +10,8 @@ import (
 	"github.com/dosco/super-graph/core/internal/util"
 )
 
-func (c *compilerContext) renderUpdate(qc *qcode.QCode, w io.Writer,
+func (c *compilerContext) renderUpdate(
-	vars Variables, ti *DBTableInfo) (uint32, error) {
+	w io.Writer, qc *qcode.QCode, vars Variables, ti *DBTableInfo) (uint32, error) {
 
 	update, ok := vars[qc.ActionVar]
 	if !ok {
@@ -21,9 +21,10 @@ func (c *compilerContext) renderUpdate(qc *qcode.QCode, w io.Writer,
 		return 0, fmt.Errorf("variable '%s' is empty", qc.ActionVar)
 	}
 
-	io.WriteString(c.w, `WITH "_sg_input" AS (SELECT '{{`)
+	io.WriteString(c.w, `WITH "_sg_input" AS (SELECT `)
-	io.WriteString(c.w, qc.ActionVar)
+	c.renderValueExp(Param{Name: qc.ActionVar, Type: "json"})
-	io.WriteString(c.w, `}}' :: json AS j)`)
+	// io.WriteString(c.w, qc.ActionVar)
+	io.WriteString(c.w, ` :: json AS j)`)
 
 	st := util.NewStack()
 	st.Push(kvitem{_type: itemUpdate, key: ti.Name, val: update, ti: ti})
@@ -84,11 +85,11 @@ func (c *compilerContext) renderUpdateStmt(w io.Writer, qc *qcode.QCode, item re
 	io.WriteString(w, `UPDATE `)
 	quoted(w, ti.Name)
 	io.WriteString(w, ` SET (`)
-	renderInsertUpdateColumns(w, qc, jt, ti, sk, false)
+	c.renderInsertUpdateColumns(qc, jt, ti, sk, false)
 	renderNestedUpdateRelColumns(w, item.kvitem, false)
 
 	io.WriteString(w, `) = (SELECT `)
-	renderInsertUpdateColumns(w, qc, jt, ti, sk, true)
+	c.renderInsertUpdateColumns(qc, jt, ti, sk, true)
 	renderNestedUpdateRelColumns(w, item.kvitem, true)
 
 	io.WriteString(w, ` FROM "_sg_input" i`)
@@ -122,7 +123,7 @@ func (c *compilerContext) renderUpdateStmt(w io.Writer, qc *qcode.QCode, item re
 
 	} else {
 		if qc.Selects[0].Where != nil {
-			io.WriteString(w, ` WHERE `)
+			io.WriteString(w, `WHERE `)
 			if err := c.renderWhere(&qc.Selects[0], ti); err != nil {
 				return err
 			}
@@ -197,8 +198,9 @@ func renderNestedUpdateRelTables(w io.Writer, item kvitem) error {
 	return nil
 }
 
-func (c *compilerContext) renderDelete(qc *qcode.QCode, w io.Writer,
+func (c *compilerContext) renderDelete(
-	vars Variables, ti *DBTableInfo) (uint32, error) {
+	w io.Writer, qc *qcode.QCode, vars Variables, ti *DBTableInfo) (uint32, error) {
+
 	root := &qc.Selects[0]
 
 	io.WriteString(c.w, `WITH `)

core/internal/psql/update_test.go

@@ -223,7 +223,7 @@ func nestedUpdateOneToOneWithDisconnect(t *testing.T) {
 // 		}
 // 	}`
 
-// 	sql := `WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "users" AS (SELECT * FROM (VALUES(NULL::bigint)) AS LOOKUP("id")), "products" AS (UPDATE "products" SET ("name", "price", "user_id") = (SELECT "t"."name", "t"."price", "users"."id" FROM "_sg_input" i, "users", json_populate_record(NULL::products, i.j) t) WHERE (("products"."id") = 2) RETURNING "products".*) SELECT json_object_agg('product', json_0) FROM (SELECT row_to_json((SELECT "json_row_0" FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name", "products_0"."user_id" AS "user_id") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0" LIMIT ('1') :: integer) AS "sel_0"`
+// 	sql := `WITH "_sg_input" AS (SELECT $1 :: json AS j), "users" AS (SELECT * FROM (VALUES(NULL::bigint)) AS LOOKUP("id")), "products" AS (UPDATE "products" SET ("name", "price", "user_id") = (SELECT "t"."name", "t"."price", "users"."id" FROM "_sg_input" i, "users", json_populate_record(NULL::products, i.j) t) WHERE (("products"."id") = 2) RETURNING "products".*) SELECT json_object_agg('product', json_0) FROM (SELECT row_to_json((SELECT "json_row_0" FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name", "products_0"."user_id" AS "user_id") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0" LIMIT ('1') :: integer) AS "sel_0"`
 
 // 	vars := map[string]json.RawMessage{
 // 		"data": json.RawMessage(`{

core/internal/psql/utils.go

@@ -1,13 +0,0 @@
-package psql
-
-import "regexp"
-
-func NewVariables(varlist map[string]string) map[string]string {
-	re := regexp.MustCompile(`(?mi)\$([a-zA-Z0-9_.]+)`)
-	vars := make(map[string]string, len(varlist))
-
-	for k, v := range varlist {
-		vars[k] = re.ReplaceAllString(v, `{{$1}}`)
-	}
-	return vars
-}

core/internal/qcode/bench.10

@@ -0,0 +1,11 @@
+goos: darwin
+goarch: amd64
+pkg: github.com/dosco/super-graph/core/internal/qcode
+BenchmarkQCompile-16        	  120888	      9236 ns/op	    3755 B/op	      28 allocs/op
+BenchmarkQCompileP-16       	  502248	      2620 ns/op	    3795 B/op	      28 allocs/op
+BenchmarkParse-16           	  128370	      9294 ns/op	    3902 B/op	      18 allocs/op
+BenchmarkParseP-16          	  575752	      2340 ns/op	    3903 B/op	      18 allocs/op
+BenchmarkSchemaParse-16     	  212048	      5779 ns/op	    3968 B/op	      57 allocs/op
+BenchmarkSchemaParseP-16    	  630918	      1686 ns/op	    3968 B/op	      57 allocs/op
+PASS
+ok  	github.com/dosco/super-graph/core/internal/qcode	7.710s

core/internal/qcode/config.go

@@ -1,13 +1,13 @@
 package qcode
 
 import (
-	"regexp"
 	"sort"
 	"strings"
 )
 
 type Config struct {
-	Blocklist []string
+	DefaultBlock bool
+	Blocklist    []string
 }
 
 type QueryConfig struct {
@@ -46,8 +46,7 @@ type TRConfig struct {
 }
 
 type trval struct {
-	readOnly bool
+	query struct {
-	query    struct {
 		limit   string
 		fil     *Exp
 		filNU   bool
@@ -132,12 +131,3 @@ func mapToList(m map[string]string) []string {
 	sort.Strings(list)
 	return list
 }
-
-var varRe = regexp.MustCompile(`\$([a-zA-Z0-9_]+)`)
-
-func parsePresets(m map[string]string) map[string]string {
-	for k, v := range m {
-		m[k] = varRe.ReplaceAllString(v, `{{$1}}`)
-	}
-	return m
-}

core/internal/qcode/parse.go

@@ -201,6 +201,7 @@ func (p *Parser) peek(types ...itemType) bool {
 	// if p.items[n]._type == itemEOF {
 	// 	return false
 	// }
+
 	if n >= len(p.items) {
 		return false
 	}
@@ -299,7 +300,7 @@ func (p *Parser) parseFields(fields []Field) ([]Field, error) {
 			return nil, fmt.Errorf("too many fields (max %d)", maxFields)
 		}
 
-		if p.peek(itemObjClose) {
+		if p.peek(itemEOF, itemObjClose) {
 			p.ignore()
 			st.Pop()
 
@@ -385,7 +386,7 @@ func (p *Parser) parseOpParams(args []Arg) ([]Arg, error) {
 			return nil, fmt.Errorf("too many args (max %d)", maxArgs)
 		}
 
-		if p.peek(itemArgsClose) {
+		if p.peek(itemEOF, itemArgsClose) {
 			p.ignore()
 			break
 		}
@@ -403,7 +404,7 @@ func (p *Parser) parseArgs(args []Arg) ([]Arg, error) {
 			return nil, fmt.Errorf("too many args (max %d)", maxArgs)
 		}
 
-		if p.peek(itemArgsClose) {
+		if p.peek(itemEOF, itemArgsClose) {
 			p.ignore()
 			break
 		}
@@ -470,7 +471,7 @@ func (p *Parser) parseObj() (*Node, error) {
 	parent.Reset()
 
 	for {
-		if p.peek(itemObjClose) {
+		if p.peek(itemEOF, itemObjClose) {
 			p.ignore()
 			break
 		}

core/internal/qcode/qcode.go

@@ -170,9 +170,10 @@ const (
 )
 
 type Compiler struct {
-	db bool // default block tables if not defined in anon role
 	tr map[string]map[string]*trval
 	bl map[string]struct{}
+
+	defBlock bool
 }
 
 var expPool = sync.Pool{
@@ -180,7 +181,7 @@ var expPool = sync.Pool{
 }
 
 func NewCompiler(c Config) (*Compiler, error) {
-	co := &Compiler{}
+	co := &Compiler{defBlock: c.DefaultBlock}
 	co.tr = make(map[string]map[string]*trval)
 	co.bl = make(map[string]struct{}, len(c.Blocklist))
 
@@ -227,7 +228,7 @@ func (com *Compiler) AddRole(role, table string, trc TRConfig) error {
 		return err
 	}
 	trv.insert.cols = listToMap(trc.Insert.Columns)
-	trv.insert.psmap = parsePresets(trc.Insert.Presets)
+	trv.insert.psmap = trc.Insert.Presets
 	trv.insert.pslist = mapToList(trv.insert.psmap)
 	trv.insert.block = trc.Insert.Block
 
@@ -237,7 +238,7 @@ func (com *Compiler) AddRole(role, table string, trc TRConfig) error {
 		return err
 	}
 	trv.update.cols = listToMap(trc.Update.Columns)
-	trv.update.psmap = parsePresets(trc.Update.Presets)
+	trv.update.psmap = trc.Update.Presets
 	trv.update.pslist = mapToList(trv.update.psmap)
 	trv.update.block = trc.Update.Block
 
@@ -359,7 +360,7 @@ func (com *Compiler) compileQuery(qc *QCode, op *Operation, role string) error {
 			}
 
 		} else if role == "anon" {
-			skipRender = true
+			skipRender = com.defBlock
 		}
 
 		selects = append(selects, Select{

core/prepare.go

@@ -2,128 +2,97 @@ package core
 
 import (
 	"bytes"
-	"context"
-	"crypto/sha256"
 	"database/sql"
-	"encoding/hex"
 	"fmt"
+	"hash/maphash"
 	"io"
 	"strings"
+	"sync"
 
 	"github.com/dosco/super-graph/core/internal/allow"
 	"github.com/dosco/super-graph/core/internal/qcode"
-	"github.com/valyala/fasttemplate"
 )
 
-type preparedItem struct {
+type query struct {
+	sync.Once
 	sd      *sql.Stmt
-	args    [][]byte
+	ai      allow.Item
+	qt      qcode.QType
+	err     error
 	st      stmt
 	roleArg bool
 }
 
-func (sg *SuperGraph) initPrepared() error {
+func (sg *SuperGraph) prepare(q *query, role string) {
-	ct := context.Background()
+	var stmts []stmt
+	var err error
 
+	qb := []byte(q.ai.Query)
+
+	switch q.qt {
+	case qcode.QTQuery:
+		if sg.abacEnabled {
+			stmts, err = sg.buildMultiStmt(qb, q.ai.Vars)
+		} else {
+			stmts, err = sg.buildRoleStmt(qb, q.ai.Vars, role)
+		}
+
+	case qcode.QTMutation:
+		stmts, err = sg.buildRoleStmt(qb, q.ai.Vars, role)
+	}
+
+	if err != nil {
+		sg.log.Printf("WRN %s %s: %v", q.qt, q.ai.Name, err)
+	}
+
+	q.st = stmts[0]
+	q.roleArg = len(stmts) > 1
+
+	q.sd, err = sg.db.Prepare(q.st.sql)
+	if err != nil {
+		q.err = fmt.Errorf("prepare failed: %v: %s", err, q.st.sql)
+	}
+}
+
+func (sg *SuperGraph) initPrepared() error {
 	if sg.allowList.IsPersist() {
 		return nil
 	}
-	sg.prepared = make(map[string]*preparedItem)
 
-	tx, err := sg.db.BeginTx(ct, nil)
+	if err := sg.prepareRoleStmt(); err != nil {
-	if err != nil {
+		return fmt.Errorf("role query: %w", err)
-		return err
-	}
-	defer tx.Rollback() //nolint: errcheck
-
-	if err = sg.prepareRoleStmt(tx); err != nil {
-		return fmt.Errorf("prepareRoleStmt: %w", err)
 	}
 
-	if err := tx.Commit(); err != nil {
+	sg.queries = make(map[uint64]*query)
-		return err
-	}
-
-	success := 0
 
 	list, err := sg.allowList.Load()
 	if err != nil {
 		return err
 	}
 
+	h := maphash.Hash{}
+	h.SetSeed(sg.hashSeed)
+
 	for _, v := range list {
 		if len(v.Query) == 0 {
 			continue
 		}
+		q := &query{ai: v, qt: qcode.GetQType(v.Query)}
 
-		err := sg.prepareStmt(v)
+		switch q.qt {
-		if err != nil {
+		case qcode.QTQuery:
-			sg.log.Printf("WRN %s: %v", v.Name, err)
+			sg.queries[queryID(&h, v.Name, "user")] = q
-		} else {
+			h.Reset()
-			success++
-		}
-	}
 
-	sg.log.Printf("INF allow list: prepared %d / %d queries", success, len(list))
+			if sg.anonExists {
-
+				sg.queries[queryID(&h, v.Name, "anon")] = q
-	return nil
+				h.Reset()
-}
-
-func (sg *SuperGraph) prepareStmt(item allow.Item) error {
-	query := item.Query
-	qb := []byte(query)
-	vars := item.Vars
-
-	qt := qcode.GetQType(query)
-	ct := context.Background()
-	switch qt {
-	case qcode.QTQuery:
-		var stmts1 []stmt
-		var err error
-
-		if sg.abacEnabled {
-			stmts1, err = sg.buildMultiStmt(qb, vars)
-		} else {
-			stmts1, err = sg.buildRoleStmt(qb, vars, "user")
-		}
-
-		if err != nil {
-			return err
-		}
-
-		//logger.Debug().Msgf("Prepared statement 'query %s' (user)", item.Name)
-
-		err = sg.prepare(ct, stmts1, stmtHash(item.Name, "user"))
-		if err != nil {
-			return err
-		}
-
-		if sg.anonExists {
-			// logger.Debug().Msgf("Prepared statement 'query %s' (anon)", item.Name)
-
-			stmts2, err := sg.buildRoleStmt(qb, vars, "anon")
-			if err != nil {
-				return err
 			}
 
-			err = sg.prepare(ct, stmts2, stmtHash(item.Name, "anon"))
+		case qcode.QTMutation:
-			if err != nil {
+			for _, role := range sg.conf.Roles {
-				return err
+				sg.queries[queryID(&h, v.Name, role.Name)] = q
-			}
+				h.Reset()
-		}
-
-	case qcode.QTMutation:
-		for _, role := range sg.conf.Roles {
-			// logger.Debug().Msgf("Prepared statement 'mutation %s' (%s)", item.Name, role.Name)
-
-			stmts, err := sg.buildRoleStmt(qb, vars, role.Name)
-			if err != nil {
-				return err
-			}
-
-			err = sg.prepare(ct, stmts, stmtHash(item.Name, role.Name))
-			if err != nil {
-				return err
 			}
 		}
 	}
@@ -131,35 +100,19 @@ func (sg *SuperGraph) prepareStmt(item allow.Item) error {
 	return nil
 }
 
-func (sg *SuperGraph) prepare(ct context.Context, st []stmt, key string) error {
-	finalSQL, am := processTemplate(st[0].sql)
-
-	sd, err := sg.db.PrepareContext(ct, finalSQL)
-	if err != nil {
-		return fmt.Errorf("prepare failed: %v: %s", err, finalSQL)
-	}
-
-	sg.prepared[key] = &preparedItem{
-		sd:      sd,
-		args:    am,
-		st:      st[0],
-		roleArg: len(st) > 1,
-	}
-	return nil
-}
-
 // nolint: errcheck
-func (sg *SuperGraph) prepareRoleStmt(tx *sql.Tx) error {
+func (sg *SuperGraph) prepareRoleStmt() error {
 	var err error
 
 	if !sg.abacEnabled {
 		return nil
 	}
 
+	rq := strings.ReplaceAll(sg.conf.RolesQuery, "$user_id", "$1")
 	w := &bytes.Buffer{}
 
 	io.WriteString(w, `SELECT (CASE WHEN EXISTS (`)
-	io.WriteString(w, sg.conf.RolesQuery)
+	io.WriteString(w, rq)
 	io.WriteString(w, `) THEN `)
 
 	io.WriteString(w, `(SELECT (CASE`)
@@ -174,14 +127,12 @@ func (sg *SuperGraph) prepareRoleStmt(tx *sql.Tx) error {
 		io.WriteString(w, `'`)
 	}
 
-	io.WriteString(w, ` ELSE {{role}} END) FROM (`)
+	io.WriteString(w, ` ELSE $2 END) FROM (`)
 	io.WriteString(w, sg.conf.RolesQuery)
 	io.WriteString(w, `) AS "_sg_auth_roles_query" LIMIT 1) `)
 	io.WriteString(w, `ELSE 'anon' END) FROM (VALUES (1)) AS "_sg_auth_filler" LIMIT 1; `)
 
-	roleSQL, _ := processTemplate(w.String())
+	sg.getRole, err = sg.db.Prepare(w.String())
-
-	sg.getRole, err = tx.Prepare(roleSQL)
 	if err != nil {
 		return err
 	}
@@ -189,49 +140,18 @@ func (sg *SuperGraph) prepareRoleStmt(tx *sql.Tx) error {
 	return nil
 }
 
-func processTemplate(tmpl string) (string, [][]byte) {
-	st := struct {
-		vmap map[string]int
-		am   [][]byte
-		i    int
-	}{
-		vmap: make(map[string]int),
-		am:   make([][]byte, 0, 5),
-		i:    0,
-	}
-
-	execFunc := func(w io.Writer, tag string) (int, error) {
-		if n, ok := st.vmap[tag]; ok {
-			return w.Write([]byte(fmt.Sprintf("$%d", n)))
-		}
-		st.am = append(st.am, []byte(tag))
-		st.i++
-		st.vmap[tag] = st.i
-		return w.Write([]byte(fmt.Sprintf("$%d", st.i)))
-	}
-
-	t1 := fasttemplate.New(tmpl, `'{{`, `}}'`)
-	ts1 := t1.ExecuteFuncString(execFunc)
-
-	t2 := fasttemplate.New(ts1, `{{`, `}}`)
-	ts2 := t2.ExecuteFuncString(execFunc)
-
-	return ts2, st.am
-}
-
 func (sg *SuperGraph) initAllowList() error {
 	var ac allow.Config
 	var err error
 
-	if len(sg.conf.AllowListFile) == 0 {
+	if sg.conf.AllowListFile == "" {
-		sg.conf.UseAllowList = false
+		sg.conf.AllowListFile = "allow.list"
-		sg.log.Printf("WRN allow list disabled no file specified")
 	}
 
 	// When list is not eabled it is still created and
 	// and new queries are saved to it.
 	if !sg.conf.UseAllowList {
-		ac = allow.Config{CreateIfNotExists: true, Persist: true}
+		ac = allow.Config{CreateIfNotExists: true, Persist: true, Log: sg.log}
 	}
 
 	sg.allowList, err = allow.New(sg.conf.AllowListFile, ac)
@@ -243,9 +163,8 @@ func (sg *SuperGraph) initAllowList() error {
 }
 
 // nolint: errcheck
-func stmtHash(name string, role string) string {
+func queryID(h *maphash.Hash, name string, role string) uint64 {
-	h := sha256.New()
+	h.WriteString(name)
-	io.WriteString(h, strings.ToLower(name))
+	h.WriteString(role)
-	io.WriteString(h, role)
+	return h.Sum64()
-	return hex.EncodeToString(h.Sum(nil))
 }

core/remote.go

@@ -21,7 +21,7 @@ func (sg *SuperGraph) execRemoteJoin(st *stmt, data []byte, hdr http.Header) ([]
 	// fetch the field name used within the db response json
 	// that are used to mark insertion points and the mapping between
 	// those field names and their select objects
-	fids, sfmap := sg.parentFieldIds(h, sel, st.skipped)
+	fids, sfmap := sg.parentFieldIds(h, sel, st.md.Skipped)
 
 	// fetch the field values of the marked insertion points
 	// these values contain the id to be used with fetching remote data

docs/website/docs/home.md

@@ -157,7 +157,9 @@ func main() {
     }
   }`
 
-  res, err := sg.GraphQL(context.Background(), query, nil)
+  ctx = context.WithValue(ctx, core.UserIDKey, 1)
+
+  res, err := sg.GraphQL(ctx, query, nil)
   if err != nil {
     log.Fatal(err)
   }

docs/website/docs/intro.md

@@ -25,6 +25,8 @@ Super Graph has a rich feature set like integrating with your existing Ruby on R
 - Fuzz tested for security
 - Database migrations tool
 - Database seeding tool
+- Works with Postgres and Yugabyte DB
+- OpenCensus Support: Zipkin, Prometheus, X-Ray, Stackdriver
 
 ## Try the demo app
 

docs/website/docs/seed.md

@@ -0,0 +1,249 @@
+---
+id: seed
+title: Database Seeding
+sidebar_label: Seed Scripts
+---
+
+While developing it's often useful to be able to have fake data available in the database. Fake data can help with building the UI and save you time when trying to get the GraphQL query correct. Super Graph has the ability do this for you. All you have to do is write a seed script `config/seed.js` (In Javascript) and use the `db:seed` command line option. Below is an example of kind of things you can do in a seed script.
+
+## Creating fake users
+
+Since all mutations and queries are in standard GraphQL you can use all the features available in Super Graph GraphQL.
+
+```javascript
+var users = [];
+
+for (i = 0; i < 20; i++) {
+  var data = {
+    slug: util.make_slug(fake.first_name() + "-" + fake.last_name()),
+    first_name: fake.first_name(),
+    last_name: fake.last_name(),
+    picture_url: fake.avatar_url(),
+    email: fake.email(),
+    bio: fake.sentence(10),
+  };
+
+  var res = graphql(" \
+	mutation { \
+		user(insert: $data) { \
+			id \
+		} \
+	}", { data: data });
+
+  users.push(res.user);
+}
+```
+
+## Inserting the users fake blog posts
+
+Another example highlighting how the `connect` syntax of Super Graph GraphQL can be used to connect inserted posts
+to random users that were previously created. For futher details checkout the [seed script](/seed) documentation.
+
+```javascript
+var posts = [];
+
+for (i = 0; i < 1500; i++) {
+  var user.id = users[Math.floor(Math.random() * 10)];
+
+  var data = {
+    slug:       util.make_slug(fake.sentence(3) + i),
+    body:       fake.sentence(100),
+    published:   true,
+    thread: {
+      connect: { user: user.id }
+    }
+  }
+
+  var res = graphql(" \
+  mutation { \
+    post(insert: $data) { \
+      id \
+    } \
+  }",
+  { data: data },
+  { user_id: u.id })
+
+  posts.push(res.post.slug)
+}
+```
+
+## Insert a large number of rows efficiently
+
+This feature uses the `COPY` functionality available in Postgres this is the best way to
+insert a large number of rows into a table. The `import_csv` function reads in a CSV file using the first
+line of the file as column names.
+
+```javascript
+import_csv("post_tags", "./tags.csv");
+```
+
+## A list of fake data functions available to you.
+
+```
+person
+name
+name_prefix
+name_suffix
+first_name
+last_name
+gender
+ssn
+contact
+email
+phone
+phone_formatted
+username
+password
+
+// Address
+address
+city
+country
+country_abr
+state
+state_abr
+street
+street_name
+street_number
+street_prefix
+street_suffix
+zip
+latitude
+latitude_in_range
+longitude
+longitude_in_range
+
+// Beer
+beer_alcohol
+beer_hop
+beer_ibu
+beer_blg
+beer_malt
+beer_name
+beer_style
+beer_yeast
+
+// Cars
+car
+car_type
+car_maker
+car_model
+
+// Text
+word
+sentence
+paragraph
+question
+quote
+
+// Misc
+generate
+boolean
+uuid
+
+// Colors
+color
+hex_color
+rgb_color
+safe_color
+
+// Internet
+url
+image_url
+avatar_url
+domain_name
+domain_suffix
+ipv4_address
+ipv6_address
+http_method
+user_agent
+user_agent_firefox
+user_agent_chrome
+user_agent_opera
+user_agent_safari
+
+// Date / Time
+date
+date_range
+nano_second
+second
+minute
+hour
+month
+day
+weekday
+year
+timezone
+timezone_abv
+timezone_full
+timezone_offset
+
+// Payment
+price
+credit_card
+credit_card_cvv
+credit_card_number
+credit_card_type
+currency
+currency_long
+currency_short
+
+// Company
+bs
+buzzword
+company
+company_suffix
+job
+job_description
+job_level
+job_title
+
+// Hacker
+hacker_abbreviation
+hacker_adjective
+hacker_noun
+hacker_phrase
+hacker_verb
+
+//Hipster
+hipster_word
+hipster_paragraph
+hipster_sentence
+
+// File
+file_extension
+file_mine_type
+
+// Numbers
+number
+numerify
+int8
+int16
+int32
+int64
+uint8
+uint16
+uint32
+uint64
+float32
+float32_range
+float64
+float64_range
+shuffle_ints
+mac_address
+
+// String
+digit
+letter
+lexify
+rand_string
+numerify
+```
+
+## Some more utility functions
+
+```
+shuffle_strings(string_array)
+make_slug(text)
+make_slug_lang(text, lang)
+```

docs/website/docs/start.md

@@ -96,179 +96,6 @@ var post_count = import_csv("posts", "posts.csv");
 
 You can generate the following fake data for your seeding purposes. Below is the list of fake data functions supported by the built-in fake data library. For example `fake.image_url()` will generate a fake image url or `fake.shuffle_strings(['hello', 'world', 'cool'])` will generate a randomly shuffled version of that array of strings or `fake.rand_string(['hello', 'world', 'cool'])` will return a random string from the array provided.
 
-```
-// Person
-person
-name
-name_prefix
-name_suffix
-first_name
-last_name
-gender
-ssn
-contact
-email
-phone
-phone_formatted
-username
-password
-
-// Address
-address
-city
-country
-country_abr
-state
-state_abr
-status_code
-street
-street_name
-street_number
-street_prefix
-street_suffix
-zip
-latitude
-latitude_in_range
-longitude
-longitude_in_range
-
-// Beer
-beer_alcohol
-beer_hop
-beer_ibu
-beer_blg
-beer_malt
-beer_name
-beer_style
-beer_yeast
-
-// Cars
-car
-car_type
-car_maker
-car_model
-
-// Text
-word
-sentence
-paragraph
-question
-quote
-
-// Misc
-generate
-boolean
-uuid
-
-// Colors
-color
-hex_color
-rgb_color
-safe_color
-
-// Internet
-url
-image_url
-domain_name
-domain_suffix
-ipv4_address
-ipv6_address
-simple_status_code
-http_method
-user_agent
-user_agent_firefox
-user_agent_chrome
-user_agent_opera
-user_agent_safari
-
-// Date / Time
-date
-date_range
-nano_second
-second
-minute
-hour
-month
-day
-weekday
-year
-timezone
-timezone_abv
-timezone_full
-timezone_offset
-
-// Payment
-price
-credit_card
-credit_card_cvv
-credit_card_number
-credit_card_number_luhn
-credit_card_type
-currency
-currency_long
-currency_short
-
-// Company
-bs
-buzzword
-company
-company_suffix
-job
-job_description
-job_level
-job_title
-
-// Hacker
-hacker_abbreviation
-hacker_adjective
-hacker_ingverb
-hacker_noun
-hacker_phrase
-hacker_verb
-
-//Hipster
-hipster_word
-hipster_paragraph
-hipster_sentence
-
-// File
-file_extension
-file_mine_type
-
-// Numbers
-number
-numerify
-int8
-int16
-int32
-int64
-uint8
-uint16
-uint32
-uint64
-float32
-float32_range
-float64
-float64_range
-shuffle_ints
-mac_address
-
-//String
-digit
-letter
-lexify
-shuffle_strings
-numerify
-```
-
-Other utility functions
-
-```
-shuffle_strings(string_array)
-make_slug(text)
-make_slug_lang(text, lang)
-```
-
 ### Migrations
 
 Easy database migrations is the most important thing when building products backend by a relational database. We make it super easy to manage and migrate your database.

docs/website/sidebars.js

@@ -11,6 +11,7 @@ module.exports = {
       "security",
       "telemetry",
       "config",
+      "seed",
       "deploy",
       "internals",
     ],

docs/website/yarn.lock

@@ -1805,11 +1805,6 @@ asynckit@^0.4.0:
   resolved "https://registry.yarnpkg.com/asynckit/-/asynckit-0.4.0.tgz#c79ed97f7f34cb8f2ba1bc9790bcc366474b4b79"
   integrity sha1-x57Zf380y48robyXkLzDZkdLS3k=
 
-at-least-node@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/at-least-node/-/at-least-node-1.0.0.tgz#602cd4b46e844ad4effc92a8011a3c46e0238dc2"
-  integrity sha512-+q/t7Ekv1EDY2l6Gda6LLiX14rU9TV20Wa3ofeQmwPFZbOMo9DXrLbOjFaaclkXKWidIaopwAObQDqwWtGUjqg==
-
 atob@^2.1.2:
   version "2.1.2"
   resolved "https://registry.yarnpkg.com/atob/-/atob-2.1.2.tgz#6d9517eb9e030d2436666651e86bd9f6f13533c9"
@@ -2323,7 +2318,7 @@ ccount@^1.0.0, ccount@^1.0.3:
   resolved "https://registry.yarnpkg.com/ccount/-/ccount-1.0.5.tgz#ac82a944905a65ce204eb03023157edf29425c17"
   integrity sha512-MOli1W+nfbPLlKEhInaxhRdp7KVLFxLN5ykwzHgLsLI3H3gs5jjFAK4Eoj3OzzcxCtumDaI8onoVDeQyWaNTkw==
 
-chalk@2.4.2, chalk@^2.0.0, chalk@^2.0.1, chalk@^2.4.1, chalk@^2.4.2:
+chalk@2.4.2, chalk@^2.0.0, chalk@^2.4.1, chalk@^2.4.2:
   version "2.4.2"
   resolved "https://registry.yarnpkg.com/chalk/-/chalk-2.4.2.tgz#cd42541677a54333cf541a49108c1432b44c9424"
   integrity sha512-Mti+f9lpJNcwF4tWV8/OrTTtF1gZi+f8FqlyAdouralcFWFQWF2+NgCHShjkCb+IFBLq9buZwE1xckQU4peSuQ==
@@ -2522,15 +2517,6 @@ cliui@^5.0.0:
     strip-ansi "^5.2.0"
     wrap-ansi "^5.1.0"
 
-cliui@^6.0.0:
-  version "6.0.0"
-  resolved "https://registry.yarnpkg.com/cliui/-/cliui-6.0.0.tgz#511d702c0c4e41ca156d7d0e96021f23e13225b1"
-  integrity sha512-t6wbgtoCXvAzst7QgXxJYqPt0usEfbgQdftEPbLL/cvv6HPE5VgvqCuAIDR0NgU52ds6rFwqrgakNLrHEjCbrQ==
-  dependencies:
-    string-width "^4.2.0"
-    strip-ansi "^6.0.0"
-    wrap-ansi "^6.2.0"
-
 coa@^2.0.2:
   version "2.0.2"
   resolved "https://registry.yarnpkg.com/coa/-/coa-2.0.2.tgz#43f6c21151b4ef2bf57187db0d73de229e3e7ec3"
@@ -3216,11 +3202,6 @@ depd@~1.1.2:
   resolved "https://registry.yarnpkg.com/depd/-/depd-1.1.2.tgz#9bcd52e14c097763e749b274c4346ed2e560b5a9"
   integrity sha1-m81S4UwJd2PnSbJ0xDRu0uVgtak=
 
-dependency-graph@^0.9.0:
-  version "0.9.0"
-  resolved "https://registry.yarnpkg.com/dependency-graph/-/dependency-graph-0.9.0.tgz#11aed7e203bc8b00f48356d92db27b265c445318"
-  integrity sha512-9YLIBURXj4DJMFALxXw9K3Y3rwb5Fk0X5/8ipCzaN84+gKxoHK43tVKRNakCQbiEx07E8Uwhuq21BpUagFhZ8w==
-
 des.js@^1.0.0:
   version "1.0.1"
   resolved "https://registry.yarnpkg.com/des.js/-/des.js-1.0.1.tgz#5382142e1bdc53f85d86d53e5f4aa7deb91e0843"
@@ -3830,7 +3811,7 @@ fast-glob@^2.0.2:
     merge2 "^1.2.3"
     micromatch "^3.1.10"
 
-fast-glob@^3.0.3, fast-glob@^3.1.1:
+fast-glob@^3.0.3:
   version "3.2.2"
   resolved "https://registry.yarnpkg.com/fast-glob/-/fast-glob-3.2.2.tgz#ade1a9d91148965d4bf7c51f72e1ca662d32e63d"
   integrity sha512-UDV82o4uQyljznxwMxyVRJgZZt3O5wENYojjzbaGEGZgeOxkLFf+V4cnUD+krzb2F72E18RhamkMZ7AdeggF7A==
@@ -3970,7 +3951,7 @@ find-cache-dir@^3.0.0, find-cache-dir@^3.3.1:
     make-dir "^3.0.2"
     pkg-dir "^4.1.0"
 
-find-up@4.1.0, find-up@^4.0.0, find-up@^4.1.0:
+find-up@4.1.0, find-up@^4.0.0:
   version "4.1.0"
   resolved "https://registry.yarnpkg.com/find-up/-/find-up-4.1.0.tgz#97afe7d6cdc0bc5928584b7c8d7b16e8a9aa5d19"
   integrity sha512-PpOwAdQ/YlXQ2vj8a3h8IipDuYRi3wceVQQGYWxNINccq40Anw7BlsEXCMbt1Zt+OLA6Fq9suIpIWD0OsnISlw==
@@ -4084,16 +4065,6 @@ fs-extra@^8.0.0, fs-extra@^8.1.0:
     jsonfile "^4.0.0"
     universalify "^0.1.0"
 
-fs-extra@^9.0.0:
-  version "9.0.0"
-  resolved "https://registry.yarnpkg.com/fs-extra/-/fs-extra-9.0.0.tgz#b6afc31036e247b2466dc99c29ae797d5d4580a3"
-  integrity sha512-pmEYSk3vYsG/bF651KPUXZ+hvjpgWYw/Gc7W9NFUe3ZVLczKKWIij3IKpOrQcdw4TILtibFslZ0UmR8Vvzig4g==
-  dependencies:
-    at-least-node "^1.0.0"
-    graceful-fs "^4.2.0"
-    jsonfile "^6.0.1"
-    universalify "^1.0.0"
-
 fs-minipass@^2.0.0:
   version "2.1.0"
   resolved "https://registry.yarnpkg.com/fs-minipass/-/fs-minipass-2.1.0.tgz#7f5036fdbf12c63c169190cbe4199c852271f9fb"
@@ -4149,11 +4120,6 @@ get-own-enumerable-property-symbols@^3.0.0:
   resolved "https://registry.yarnpkg.com/get-own-enumerable-property-symbols/-/get-own-enumerable-property-symbols-3.0.2.tgz#b5fde77f22cbe35f390b4e089922c50bce6ef664"
   integrity sha512-I0UBV/XOz1XkIJHEUDMZAbzCThU/H8DxmSfmdGcKPnVhu2VfFqr34jr9777IyaTYvxjedWhqVIilEDsCdP5G6g==
 
-get-stdin@^7.0.0:
-  version "7.0.0"
-  resolved "https://registry.yarnpkg.com/get-stdin/-/get-stdin-7.0.0.tgz#8d5de98f15171a125c5e516643c7a6d0ea8a96f6"
-  integrity sha512-zRKcywvrXlXsA0v0i9Io4KDRaAw7+a1ZpjRwl9Wox8PFlVCCHra7E9c4kqXCoCM9nR5tBkaTTZRBoCm60bFqTQ==
-
 get-stream@^4.0.0:
   version "4.1.0"
   resolved "https://registry.yarnpkg.com/get-stream/-/get-stream-4.1.0.tgz#c1b255575f3dc21d59bfc79cd3d2b46b1c3a54b5"
@@ -4275,18 +4241,6 @@ globby@^10.0.1:
     merge2 "^1.2.3"
     slash "^3.0.0"
 
-globby@^11.0.0:
-  version "11.0.0"
-  resolved "https://registry.yarnpkg.com/globby/-/globby-11.0.0.tgz#56fd0e9f0d4f8fb0c456f1ab0dee96e1380bc154"
-  integrity sha512-iuehFnR3xu5wBBtm4xi0dMe92Ob87ufyu/dHwpDYfbcpYpIbrO5OnS8M1vWvrBhSGEJ3/Ecj7gnX76P8YxpPEg==
-  dependencies:
-    array-union "^2.1.0"
-    dir-glob "^3.0.1"
-    fast-glob "^3.1.1"
-    ignore "^5.1.4"
-    merge2 "^1.3.0"
-    slash "^3.0.0"
-
 globby@^6.1.0:
   version "6.1.0"
   resolved "https://registry.yarnpkg.com/globby/-/globby-6.1.0.tgz#f5a6d70e8395e21c858fb0489d64df02424d506c"
@@ -4743,7 +4697,7 @@ ignore@^3.3.5:
   resolved "https://registry.yarnpkg.com/ignore/-/ignore-3.3.10.tgz#0a97fb876986e8081c631160f8f9f389157f0043"
   integrity sha512-Pgs951kaMm5GXP7MOvxERINe3gsaVjUWFm+UZPSq9xYriQAksyhg0csnS0KXSNRD5NmNdapXEpjxG49+AKh/ug==
 
-ignore@^5.1.1, ignore@^5.1.4:
+ignore@^5.1.1:
   version "5.1.4"
   resolved "https://registry.yarnpkg.com/ignore/-/ignore-5.1.4.tgz#84b7b3dbe64552b6ef0eca99f6743dbec6d97adf"
   integrity sha512-MzbUSahkTW1u7JpKKjY7LCARd1fU5W2rLdxlM4kdkayuCwZImjkpluF9CM1aLewYJguPDqewLam18Y6AU69A8A==
@@ -5382,15 +5336,6 @@ jsonfile@^4.0.0:
   optionalDependencies:
     graceful-fs "^4.1.6"
 
-jsonfile@^6.0.1:
-  version "6.0.1"
-  resolved "https://registry.yarnpkg.com/jsonfile/-/jsonfile-6.0.1.tgz#98966cba214378c8c84b82e085907b40bf614179"
-  integrity sha512-jR2b5v7d2vIOust+w3wtFKZIfpC2pnRmFAhAC/BuweZFQR8qZzxH1OyrQ10HmdVYiXWkYUqPVsz91cG7EL2FBg==
-  dependencies:
-    universalify "^1.0.0"
-  optionalDependencies:
-    graceful-fs "^4.1.6"
-
 jsprim@^1.2.2:
   version "1.4.1"
   resolved "https://registry.yarnpkg.com/jsprim/-/jsprim-1.4.1.tgz#313e66bc1e5cc06e438bc1b7499c2e5c56acb6a2"
@@ -5656,13 +5601,6 @@ lodash@^4.17.11, lodash@^4.17.13, lodash@^4.17.14, lodash@^4.17.15, lodash@^4.17
   resolved "https://registry.yarnpkg.com/lodash/-/lodash-4.17.15.tgz#b447f6670a0455bbfeedd11392eff330ea097548"
   integrity sha512-8xOcRHvCjnocdS5cpwXQXVzmmh5e5+saE2QGoeQmbKmRS6J3VQppPOIt0MnmE+4xlZoumy0GPG0D0MVIQbNA1A==
 
-log-symbols@^2.2.0:
-  version "2.2.0"
-  resolved "https://registry.yarnpkg.com/log-symbols/-/log-symbols-2.2.0.tgz#5740e1c5d6f0dfda4ad9323b5332107ef6b4c40a"
-  integrity sha512-VeIAFslyIerEJLXHziedo2basKbMKtTw3vfn5IzG0XTjhAVEJyNHnL2p7vc+wBDSdQuUpNw3M2u6xb9QsAY5Eg==
-  dependencies:
-    chalk "^2.0.1"
-
 loglevel@^1.6.8:
   version "1.6.8"
   resolved "https://registry.yarnpkg.com/loglevel/-/loglevel-1.6.8.tgz#8a25fb75d092230ecd4457270d80b54e28011171"
@@ -6645,7 +6583,7 @@ picomatch@^2.0.4, picomatch@^2.0.5, picomatch@^2.2.1:
   resolved "https://registry.yarnpkg.com/picomatch/-/picomatch-2.2.2.tgz#21f333e9b6b8eaff02468f5146ea406d345f4dad"
   integrity sha512-q0M/9eZHzmr0AulXyPwNfZjtwZ/RBZlbN3K3CErVrk50T2ASYI7Bye0EvekFY3IP1Nt2DHu0re+V2ZHIpMkuWg==
 
-pify@^2.0.0, pify@^2.3.0:
+pify@^2.0.0:
   version "2.3.0"
   resolved "https://registry.yarnpkg.com/pify/-/pify-2.3.0.tgz#ed141a6ac043a849ea588498e7dca8b15330e90c"
   integrity sha1-7RQaasBDqEnqWISY59yosVMw6Qw=
@@ -6731,24 +6669,6 @@ postcss-calc@^7.0.1:
     postcss-selector-parser "^6.0.2"
     postcss-value-parser "^4.0.2"
 
-postcss-cli@^7.1.1:
-  version "7.1.1"
-  resolved "https://registry.yarnpkg.com/postcss-cli/-/postcss-cli-7.1.1.tgz#260f9546be260b2149bf32e28d785a0d79c9aab8"
-  integrity sha512-bYQy5ydAQJKCMSpvaMg0ThPBeGYqhQXumjbFOmWnL4u65CYXQ16RfS6afGQpit0dGv/fNzxbdDtx8dkqOhhIbg==
-  dependencies:
-    chalk "^4.0.0"
-    chokidar "^3.3.0"
-    dependency-graph "^0.9.0"
-    fs-extra "^9.0.0"
-    get-stdin "^7.0.0"
-    globby "^11.0.0"
-    postcss "^7.0.0"
-    postcss-load-config "^2.0.0"
-    postcss-reporter "^6.0.0"
-    pretty-hrtime "^1.0.3"
-    read-cache "^1.0.0"
-    yargs "^15.0.2"
-
 postcss-color-functional-notation@^2.0.1:
   version "2.0.1"
   resolved "https://registry.yarnpkg.com/postcss-color-functional-notation/-/postcss-color-functional-notation-2.0.1.tgz#5efd37a88fbabeb00a2966d1e53d98ced93f74e0"
@@ -7288,16 +7208,6 @@ postcss-replace-overflow-wrap@^3.0.0:
   dependencies:
     postcss "^7.0.2"
 
-postcss-reporter@^6.0.0:
-  version "6.0.1"
-  resolved "https://registry.yarnpkg.com/postcss-reporter/-/postcss-reporter-6.0.1.tgz#7c055120060a97c8837b4e48215661aafb74245f"
-  integrity sha512-LpmQjfRWyabc+fRygxZjpRxfhRf9u/fdlKf4VHG4TSPbV2XNsuISzYW1KL+1aQzx53CAppa1bKG4APIB/DOXXw==
-  dependencies:
-    chalk "^2.4.1"
-    lodash "^4.17.11"
-    log-symbols "^2.2.0"
-    postcss "^7.0.7"
-
 postcss-selector-matches@^4.0.0:
   version "4.0.0"
   resolved "https://registry.yarnpkg.com/postcss-selector-matches/-/postcss-selector-matches-4.0.0.tgz#71c8248f917ba2cc93037c9637ee09c64436fcff"
@@ -7397,7 +7307,7 @@ postcss@^6.0.9:
     source-map "^0.6.1"
     supports-color "^5.4.0"
 
-postcss@^7.0.0, postcss@^7.0.1, postcss@^7.0.11, postcss@^7.0.14, postcss@^7.0.16, postcss@^7.0.17, postcss@^7.0.18, postcss@^7.0.2, postcss@^7.0.21, postcss@^7.0.27, postcss@^7.0.30, postcss@^7.0.5, postcss@^7.0.6, postcss@^7.0.7:
+postcss@^7.0.0, postcss@^7.0.1, postcss@^7.0.11, postcss@^7.0.14, postcss@^7.0.16, postcss@^7.0.17, postcss@^7.0.18, postcss@^7.0.2, postcss@^7.0.21, postcss@^7.0.27, postcss@^7.0.30, postcss@^7.0.5, postcss@^7.0.6:
   version "7.0.30"
   resolved "https://registry.yarnpkg.com/postcss/-/postcss-7.0.30.tgz#cc9378beffe46a02cbc4506a0477d05fcea9a8e2"
   integrity sha512-nu/0m+NtIzoubO+xdAlwZl/u5S5vi/y6BCsoL8D+8IxsD3XvBS8X4YEADNIVXKVuQvduiucnRv+vPIqj56EGMQ==
@@ -7692,6 +7602,11 @@ react-helmet@^6.0.0-beta:
     react-fast-compare "^2.0.4"
     react-side-effect "^2.1.0"
 
+react-hook-sticky@^0.2.0:
+  version "0.2.0"
+  resolved "https://registry.yarnpkg.com/react-hook-sticky/-/react-hook-sticky-0.2.0.tgz#0dcc40a2afb1856e53764af9b231f1146e3de576"
+  integrity sha512-J92F5H6PJQlMBgZ2tv58GeVlTZtEhpZ9bYLdoV2+5fVSJScszuY+TDZY3enQEAPIgJsLteFglGGuf8/TB9L72Q==
+
 react-is@^16.6.0, react-is@^16.7.0, react-is@^16.8.1:
   version "16.13.1"
   resolved "https://registry.yarnpkg.com/react-is/-/react-is-16.13.1.tgz#789729a4dc36de2999dc156dd6c1d9c18cea56a4"
@@ -7785,13 +7700,6 @@ react@^16.8.4:
     object-assign "^4.1.1"
     prop-types "^15.6.2"
 
-read-cache@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/read-cache/-/read-cache-1.0.0.tgz#e664ef31161166c9751cdbe8dbcf86b5fb58f774"
-  integrity sha1-5mTvMRYRZsl1HNvo28+GtftY93Q=
-  dependencies:
-    pify "^2.3.0"
-
 "readable-stream@1 || 2", readable-stream@^2.0.0, readable-stream@^2.0.1, readable-stream@^2.0.2, readable-stream@^2.1.5, readable-stream@^2.2.2, readable-stream@^2.3.3, readable-stream@^2.3.6, readable-stream@~2.3.6:
   version "2.3.7"
   resolved "https://registry.yarnpkg.com/readable-stream/-/readable-stream-2.3.7.tgz#1eca1cf711aef814c04f62252a36a62f6cb23b57"
@@ -8709,7 +8617,7 @@ string-width@^3.0.0, string-width@^3.1.0:
     is-fullwidth-code-point "^2.0.0"
     strip-ansi "^5.1.0"
 
-string-width@^4.1.0, string-width@^4.2.0:
+string-width@^4.1.0:
   version "4.2.0"
   resolved "https://registry.yarnpkg.com/string-width/-/string-width-4.2.0.tgz#952182c46cc7b2c313d1596e623992bd163b72b5"
   integrity sha512-zUz5JD+tgqtuDjMhwIg5uFVV3dtqZ9yQJlZVfq4I01/K5Paj5UHj7VyrQOJvzawSVlKpObApbfD0Ed6yJc+1eg==
@@ -9305,11 +9213,6 @@ universalify@^0.1.0:
   resolved "https://registry.yarnpkg.com/universalify/-/universalify-0.1.2.tgz#b646f69be3942dabcecc9d6639c80dc105efaa66"
   integrity sha512-rBJeI5CXAlmy1pV+617WB9J63U6XcazHHF2f2dbJix4XzpUF0RS3Zbj0FGIOCAva5P/d/GBOYaACQ1w+0azUkg==
 
-universalify@^1.0.0:
-  version "1.0.0"
-  resolved "https://registry.yarnpkg.com/universalify/-/universalify-1.0.0.tgz#b61a1da173e8435b2fe3c67d29b9adf8594bd16d"
-  integrity sha512-rb6X1W158d7pRQBg5gkR8uPaSfiids68LTJQYOtEUhoJUWBdaQHsuT/EUduxXYxcrt4r5PJ4fuHW1MHT6p0qug==
-
 unpipe@1.0.0, unpipe@~1.0.0:
   version "1.0.0"
   resolved "https://registry.yarnpkg.com/unpipe/-/unpipe-1.0.0.tgz#b2bf4ee8514aae6165b4817829d21b2ef49904ec"
@@ -9723,7 +9626,7 @@ wrap-ansi@^5.1.0:
     string-width "^3.0.0"
     strip-ansi "^5.0.0"
 
-wrap-ansi@^6.0.0, wrap-ansi@^6.2.0:
+wrap-ansi@^6.0.0:
   version "6.2.0"
   resolved "https://registry.yarnpkg.com/wrap-ansi/-/wrap-ansi-6.2.0.tgz#e9393ba07102e6c91a3b221478f0257cd2856e53"
   integrity sha512-r6lPcBGxZXlIcymEu7InxDMhdW0KDxpLgoFLcguasxCaJ/SOIZwINatK9KY/tf+ZrlywOKU0UDj3ATXUBfxJXA==
@@ -9784,14 +9687,6 @@ yargs-parser@^13.1.2:
     camelcase "^5.0.0"
     decamelize "^1.2.0"
 
-yargs-parser@^18.1.1:
-  version "18.1.3"
-  resolved "https://registry.yarnpkg.com/yargs-parser/-/yargs-parser-18.1.3.tgz#be68c4975c6b2abf469236b0c870362fab09a7b0"
-  integrity sha512-o50j0JeToy/4K6OZcaQmW6lyXXKhq7csREXcDwk2omFPJEwUNOVtJKvmDr9EI1fAJZUyZcRF7kxGBWmRXudrCQ==
-  dependencies:
-    camelcase "^5.0.0"
-    decamelize "^1.2.0"
-
 yargs@^13.3.2:
   version "13.3.2"
   resolved "https://registry.yarnpkg.com/yargs/-/yargs-13.3.2.tgz#ad7ffefec1aa59565ac915f82dccb38a9c31a2dd"
@@ -9808,23 +9703,6 @@ yargs@^13.3.2:
     y18n "^4.0.0"
     yargs-parser "^13.1.2"
 
-yargs@^15.0.2:
-  version "15.3.1"
-  resolved "https://registry.yarnpkg.com/yargs/-/yargs-15.3.1.tgz#9505b472763963e54afe60148ad27a330818e98b"
-  integrity sha512-92O1HWEjw27sBfgmXiixJWT5hRBp2eobqXicLtPBIDBhYB+1HpwZlXmbW2luivBJHBzki+7VyCLRtAkScbTBQA==
-  dependencies:
-    cliui "^6.0.0"
-    decamelize "^1.2.0"
-    find-up "^4.1.0"
-    get-caller-file "^2.0.1"
-    require-directory "^2.1.1"
-    require-main-filename "^2.0.0"
-    set-blocking "^2.0.0"
-    string-width "^4.2.0"
-    which-module "^2.0.0"
-    y18n "^4.0.0"
-    yargs-parser "^18.1.1"
-
 zepto@^1.2.0:
   version "1.2.0"
   resolved "https://registry.yarnpkg.com/zepto/-/zepto-1.2.0.tgz#e127bd9e66fd846be5eab48c1394882f7c0e4f98"

go.mod

@@ -18,6 +18,7 @@ require (
 	github.com/dgrijalva/jwt-go v3.2.0+incompatible
 	github.com/dlclark/regexp2 v1.2.0 // indirect
 	github.com/dop251/goja v0.0.0-20200424152103-d0b8fda54cd0
+	github.com/dvyukov/go-fuzz v0.0.0-20200318091601-be3528f3a813 // indirect
 	github.com/fsnotify/fsnotify v1.4.9
 	github.com/garyburd/redigo v1.6.0
 	github.com/go-sourcemap/sourcemap v2.1.3+incompatible // indirect
@@ -29,6 +30,7 @@ require (
 	github.com/openzipkin/zipkin-go v0.2.2
 	github.com/pelletier/go-toml v1.7.0 // indirect
 	github.com/pkg/errors v0.9.1
+	github.com/prometheus/common v0.4.0
 	github.com/rs/cors v1.7.0
 	github.com/spf13/afero v1.2.2 // indirect
 	github.com/spf13/cast v1.3.1 // indirect
@@ -37,7 +39,6 @@ require (
 	github.com/spf13/pflag v1.0.5 // indirect
 	github.com/spf13/viper v1.6.3
 	github.com/stretchr/testify v1.5.1
-	github.com/valyala/fasttemplate v1.1.0
 	go.opencensus.io v0.22.3
 	go.uber.org/zap v1.14.1
 	golang.org/x/crypto v0.0.0-20200414173820-0848c9571904

go.sum

@@ -35,7 +35,9 @@ github.com/adjust/gorails v0.0.0-20171013043634-2786ed0c03d3 h1:+qz9Ga6l6lKw6fgv
 github.com/adjust/gorails v0.0.0-20171013043634-2786ed0c03d3/go.mod h1:FlkD11RtgMTYjVuBnb7cxoHmQGqvPpCsr2atC88nl/M=
 github.com/akavel/rsrc v0.8.0 h1:zjWn7ukO9Kc5Q62DOJCcxGpXC18RawVtYAGdz2aLlfw=
 github.com/akavel/rsrc v0.8.0/go.mod h1:uLoCtb9J+EyAqh+26kdrTgmzRBFPGOolLWKpdxkKq+c=
+github.com/alecthomas/template v0.0.0-20160405071501-a0175ee3bccc h1:cAKDfWh5VpdgMhJosfJnn5/FoN2SRZ4p7fJNX58YPaU=
 github.com/alecthomas/template v0.0.0-20160405071501-a0175ee3bccc/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc=
+github.com/alecthomas/units v0.0.0-20151022065526-2efee857e7cf h1:qet1QNfXsQxTZqLG4oE62mJzwPIB8+Tee4RNCL9ulrY=
 github.com/alecthomas/units v0.0.0-20151022065526-2efee857e7cf/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0=
 github.com/armon/consul-api v0.0.0-20180202201655-eb2c6b5be1b6/go.mod h1:grANhF5doyWs3UAsr3K4I6qtAmlQcZDesFNEHPZAzj8=
 github.com/aws/aws-sdk-go v1.15.27 h1:i75BxN4Es/8rTVQbEKAP1WCiIhhz635xTNeDdZJRAXQ=
@@ -85,6 +87,8 @@ github.com/dlclark/regexp2 v1.2.0 h1:8sAhBGEM0dRWogWqWyQeIJnxjWO6oIjl8FKqREDsGfk
 github.com/dlclark/regexp2 v1.2.0/go.mod h1:2pZnwuY/m+8K6iRw6wQdMtk+rH5tNGR1i55kozfMjCc=
 github.com/dop251/goja v0.0.0-20200424152103-d0b8fda54cd0 h1:EfFAcaAwGai/wlDCWwIObHBm3T2C2CCPX/SaS0fpOJ4=
 github.com/dop251/goja v0.0.0-20200424152103-d0b8fda54cd0/go.mod h1:Mw6PkjjMXWbTj+nnj4s3QPXq1jaT0s5pC0iFD4+BOAA=
+github.com/dvyukov/go-fuzz v0.0.0-20200318091601-be3528f3a813 h1:NgO45/5mBLRVfiXerEFzH6ikcZ7DNRPS639xFg3ENzU=
+github.com/dvyukov/go-fuzz v0.0.0-20200318091601-be3528f3a813/go.mod h1:11Gm+ccJnvAhCNLlf5+cS9KjtbaD5I5zaZpFMsTHWTw=
 github.com/eapache/go-resiliency v1.1.0/go.mod h1:kFI+JgMyC7bLPUVY133qvEBtVayf5mFgVsvEsIPBvNs=
 github.com/eapache/go-xerial-snappy v0.0.0-20180814174437-776d5712da21/go.mod h1:+020luEh2TKB4/GOp8oxxtq0Daoen/Cii55CzbTV6DU=
 github.com/eapache/queue v1.1.0/go.mod h1:6eCeP0CKFpHLu8blIFXhExK/dRa7WDZfr6jVFPTqq+I=
@@ -113,6 +117,7 @@ github.com/gogo/googleapis v1.1.0/go.mod h1:gf4bu3Q80BeJ6H1S1vYPm8/ELATdvryBaNFG
 github.com/gogo/protobuf v1.1.1/go.mod h1:r8qH/GZQm5c6nD/R0oafs1akxWv10x8SbQlK7atdtwQ=
 github.com/gogo/protobuf v1.2.0/go.mod h1:r8qH/GZQm5c6nD/R0oafs1akxWv10x8SbQlK7atdtwQ=
 github.com/gogo/protobuf v1.2.1/go.mod h1:hp+jE20tsWTFYpLwKvXlhS1hjn+gTNwPg2I6zVXpSg4=
+github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b h1:VKtxabqXZkF25pY9ekfRL6a582T4P37/31XEstQ5p58=
 github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b/go.mod h1:SBH7ygxi8pfUlaOkMMuAQtPIUF8ecWP5IEl/CR7VP2Q=
 github.com/golang/groupcache v0.0.0-20190129154638-5b532d6fd5ef/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc=
 github.com/golang/groupcache v0.0.0-20190702054246-869f871628b6 h1:ZgQEtGgCBiWRM39fZuwSd1LwSqqSW0hOdXCYYDX0R3I=
@@ -131,6 +136,7 @@ github.com/google/btree v1.0.0/go.mod h1:lNA+9X1NB3Zf8V7Ke586lFgjr2dZNuvo3lPJSGZ
 github.com/google/go-cmp v0.2.0/go.mod h1:oXzfMopK8JAjlY9xF4vHSVASa0yLyX7SntLO5aqRK0M=
 github.com/google/go-cmp v0.3.0 h1:crn/baboCvb5fXaQ0IJ1SGTsTVrWpDsCWC8EGETZijY=
 github.com/google/go-cmp v0.3.0/go.mod h1:8QqcDgzrUqlUb/G2PQTWiueGozuR1884gddMywk6iLU=
+github.com/google/go-cmp v0.3.1 h1:Xye71clBPdm5HgqGwUkwhbynsUJZhDbS20FvLhQ2izg=
 github.com/google/go-cmp v0.3.1/go.mod h1:8QqcDgzrUqlUb/G2PQTWiueGozuR1884gddMywk6iLU=
 github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
 github.com/google/martian v2.1.0+incompatible/go.mod h1:9I4somxYTbIHy5NJKHRl3wXiIaQGbYVAs8BPL6v8lEs=
@@ -142,7 +148,9 @@ github.com/googleapis/gax-go/v2 v2.0.5 h1:sjZBwGj9Jlw33ImPtvFviGYvseOtDM7hkSKB7+
 github.com/googleapis/gax-go/v2 v2.0.5/go.mod h1:DWXyrwAJ9X0FpwwEdw+IPEYBICEFu5mhpdKc/us6bOk=
 github.com/gopherjs/gopherjs v0.0.0-20181017120253-0766667cb4d1 h1:EGx4pi6eqNxGaHF6qqu48+N2wcFQ5qg5FXgOdqsJ5d8=
 github.com/gopherjs/gopherjs v0.0.0-20181017120253-0766667cb4d1/go.mod h1:wJfORRmW1u3UXTncJ5qlYoELFm8eSnnEO6hX4iZ3EWY=
+github.com/gorilla/context v1.1.1 h1:AWwleXJkX/nhcU9bZSnZoi3h/qGYqQAGhq6zZe/aQW8=
 github.com/gorilla/context v1.1.1/go.mod h1:kBGZzfjB9CEq2AlWe17Uuf7NDRt0dE0s8S51q0aT7Yg=
+github.com/gorilla/mux v1.6.2 h1:Pgr17XVTNXAk3q/r4CpKzC5xBM/qW1uVLV+IhRZpIIk=
 github.com/gorilla/mux v1.6.2/go.mod h1:1lud6UwP+6orDFRuTfBEV8e9/aOM/c4fVVCaMa2zaAs=
 github.com/gorilla/websocket v1.4.0 h1:WDFjx/TMzVgy9VdMMQi2K2Emtwi2QcUQsztZ/zLaH/Q=
 github.com/gorilla/websocket v1.4.0/go.mod h1:E7qHFY5m1UJ88s3WnNqhKjPHQ0heANvMoAMk2YaljkQ=
@@ -216,6 +224,7 @@ github.com/julienschmidt/httprouter v1.2.0/go.mod h1:SYymIcj16QtmaHHD7aYtjjsJG7V
 github.com/kisielk/errcheck v1.1.0/go.mod h1:EZBBE59ingxPouuu3KfxchcWSUPOHkagtvWXihfKN4Q=
 github.com/kisielk/gotool v1.0.0/go.mod h1:XhKaO+MFFWcvkIS/tQcRk01m1F5IRFswLeQ+oQHNcck=
 github.com/konsorten/go-windows-terminal-sequences v1.0.1/go.mod h1:T0+1ngSBFLxvqU3pZ+m/2kptfBszLMUkC4ZK/EgS/cQ=
+github.com/konsorten/go-windows-terminal-sequences v1.0.2 h1:DB17ag19krx9CFsz4o3enTrPXyIXCl+2iCXH/aMAp9s=
 github.com/konsorten/go-windows-terminal-sequences v1.0.2/go.mod h1:T0+1ngSBFLxvqU3pZ+m/2kptfBszLMUkC4ZK/EgS/cQ=
 github.com/kr/logfmt v0.0.0-20140226030751-b84e30acd515/go.mod h1:+0opPa2QZZtGFBFZlji/RkVcI2GknAs/DXo4wKdlNEc=
 github.com/kr/pretty v0.1.0 h1:L/CwN0zerZDmRFUapSPitk6f+Q3+0za1rQkzVuMiMFI=
@@ -315,6 +324,7 @@ github.com/shurcooL/sanitized_anchor_name v1.0.0/go.mod h1:1NzhyTcUVG4SuEtjjoZeV
 github.com/shurcooL/vfsgen v0.0.0-20181202132449-6a9ea43bcacd/go.mod h1:TrYk7fJVaAttu97ZZKrO9UbRa8izdowaMIZcxYMbVaw=
 github.com/sirupsen/logrus v1.2.0/go.mod h1:LxeOpSwHxABJmUn/MG1IvRgCAasNZTLOkJPxbbu5VWo=
 github.com/sirupsen/logrus v1.4.1/go.mod h1:ni0Sbl8bgC9z8RoU9G6nDWqqs/fq4eDPysMBDgk/93Q=
+github.com/sirupsen/logrus v1.4.2 h1:SPIRibHv4MatM3XXNO2BJeFLZwZ2LvZgfQ5+UNI2im4=
 github.com/sirupsen/logrus v1.4.2/go.mod h1:tLMulIdttU9McNUspp0xgXVQah82FyeX6MwdIuYE2rE=
 github.com/smartystreets/assertions v0.0.0-20180927180507-b2de0cb4f26d h1:zE9ykElWQ6/NYmHa3jpm/yHnI4xSofP+UP6SpjHcSeM=
 github.com/smartystreets/assertions v0.0.0-20180927180507-b2de0cb4f26d/go.mod h1:OnSkiWE9lh6wB0YB77sQom3nweQdgAjqCqsofrRNTgc=
@@ -369,8 +379,6 @@ github.com/valyala/bytebufferpool v1.0.0 h1:GqA5TC/0021Y/b9FG4Oi9Mr3q7XYx6Kllzaw
 github.com/valyala/bytebufferpool v1.0.0/go.mod h1:6bBcMArwyJ5K/AmCkWv1jt77kVWyCJ6HpOuEn7z0Csc=
 github.com/valyala/fasttemplate v1.0.1 h1:tY9CJiPnMXf1ERmG2EyK7gNUd+c6RKGD0IfU8WdUSz8=
 github.com/valyala/fasttemplate v1.0.1/go.mod h1:UQGH1tvbgY+Nz5t2n7tXsz52dQxojPUpymEIMZ47gx8=
-github.com/valyala/fasttemplate v1.1.0 h1:RZqt0yGBsps8NGvLSGW804QQqCUYYLsaOjTVHy1Ocw4=
-github.com/valyala/fasttemplate v1.1.0/go.mod h1:UQGH1tvbgY+Nz5t2n7tXsz52dQxojPUpymEIMZ47gx8=
 github.com/xiang90/probing v0.0.0-20190116061207-43a291ad63a2/go.mod h1:UETIi67q53MR2AWcXfiuqkDkRtnGDLqkBTpCHuJHxtU=
 github.com/xordataexchange/crypt v0.0.3-0.20170626215501-b2862e3d0a77/go.mod h1:aYKd//L2LvnjZzWKhF00oedf4jCCReLcmhLdhm1A27Q=
 github.com/zenazn/goji v0.9.0/go.mod h1:7S9M489iMyHBNxwZnk9/EHS098H4/F6TATF2mIxtB1Q=
@@ -541,6 +549,7 @@ google.golang.org/grpc v1.21.0/go.mod h1:oYelfM1adQP15Ek0mdvEgi9Df8B9CZIaU1084ij
 google.golang.org/grpc v1.21.1/go.mod h1:oYelfM1adQP15Ek0mdvEgi9Df8B9CZIaU1084ijfRaM=
 google.golang.org/grpc v1.23.1 h1:q4XQuHFC6I28BKZpo6IYyb3mNO+l7lSOxRuYTCiDfXk=
 google.golang.org/grpc v1.23.1/go.mod h1:Y5yQAOtifL1yxbo5wqy6BxZv8vAUGQwXBOALyacEbxg=
+gopkg.in/alecthomas/kingpin.v2 v2.2.6 h1:jMFz6MfLP0/4fUyZle81rXUoxOBFi19VUFKVDOQfozc=
 gopkg.in/alecthomas/kingpin.v2 v2.2.6/go.mod h1:FMv+mEhP44yOT+4EoQTLFTRgOQ1FBLkstjWtayDeSgw=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405 h1:yhCVgyC4o1eVCa2tZl7eS0r+SDo693bJlVdllGtEeKM=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=

internal/serv/cmd.go

@@ -156,7 +156,7 @@ func cmdVersion(cmd *cobra.Command, args []string) {
 
 func BuildDetails() string {
 	if len(version) == 0 {
-		return fmt.Sprintf(`
+		return `
 Super Graph (unknown version)
 For documentation, visit https://supergraph.dev
 
@@ -166,7 +166,7 @@ To build with version information please use the Makefile
 
 Licensed under the Apache Public License 2.0
 Copyright 2020, Vikram Rangnekar
-`)
+`
 	}
 
 	return fmt.Sprintf(`

internal/serv/cmd_migrate.go

@@ -298,9 +298,9 @@ func ExtractErrorLine(source string, position int) (ErrorLineExtract, error) {
 
 func getMigrationVars() map[string]interface{} {
 	return map[string]interface{}{
-		"app_name":      strings.Title(conf.AppName),
+		"AppName":     strings.Title(conf.AppName),
-		"app_name_slug": strings.ToLower(strings.Replace(conf.AppName, " ", "_", -1)),
+		"AppNameSlug": strings.ToLower(strings.Replace(conf.AppName, " ", "_", -1)),
-		"env":           strings.ToLower(os.Getenv("GO_ENV")),
+		"Env":         strings.ToLower(os.Getenv("GO_ENV")),
 	}
 }
 

internal/serv/cmd_new.go

@@ -2,8 +2,7 @@ package serv
 
 import (
 	"bytes"
-	"fmt"
+	"html/template"
-	"io"
 	"io/ioutil"
 	"os"
 	"path"
@@ -11,7 +10,6 @@ import (
 
 	rice "github.com/GeertJohan/go.rice"
 	"github.com/spf13/cobra"
-	"github.com/valyala/fasttemplate"
 )
 
 func cmdNew(cmd *cobra.Command, args []string) {
@@ -21,8 +19,8 @@ func cmdNew(cmd *cobra.Command, args []string) {
 	}
 
 	tmpl := newTempl(map[string]string{
-		"app_name":      strings.Title(strings.Join(args, " ")),
+		"AppName":     strings.Title(strings.Join(args, " ")),
-		"app_name_slug": strings.ToLower(strings.Join(args, "_")),
+		"AppNameSlug": strings.ToLower(strings.Join(args, "_")),
 	})
 
 	// Create app folder and add relevant files
@@ -121,19 +119,16 @@ func newTempl(data map[string]string) *Templ {
 func (t *Templ) get(name string) ([]byte, error) {
 	v := t.MustString(name)
 	b := bytes.Buffer{}
-	tmpl := fasttemplate.New(v, "{%", "%}")
-
-	_, err := tmpl.ExecuteFunc(&b, func(w io.Writer, tag string) (int, error) {
-		if val, ok := t.data[strings.TrimSpace(tag)]; ok {
-			return w.Write([]byte(val))
-		}
-		return 0, fmt.Errorf("unknown template variable '%s'", tag)
-	})
 
+	tmpl, err := template.New(name).Parse(v)
 	if err != nil {
 		return nil, err
 	}
 
+	if err := tmpl.Execute(&b, t.data); err != nil {
+		return nil, err
+	}
+
 	return b.Bytes(), nil
 }
 

internal/serv/cmd_seed.go

@@ -17,6 +17,8 @@ import (
 	"github.com/dop251/goja"
 	"github.com/dosco/super-graph/core"
 	"github.com/gosimple/slug"
+	"github.com/jackc/pgx/v4"
+	"github.com/jackc/pgx/v4/stdlib"
 	"github.com/spf13/cobra"
 )
 
@@ -27,6 +29,7 @@ func cmdDBSeed(cmd *cobra.Command, args []string) {
 		log.Fatalf("ERR failed to read config: %s", err)
 	}
 	conf.Production = false
+	conf.DefaultBlock = false
 
 	db, err = initDB(conf, true, false)
 	if err != nil {
@@ -51,7 +54,7 @@ func cmdDBSeed(cmd *cobra.Command, args []string) {
 
 	vm := goja.New()
 	vm.Set("graphql", graphQLFn)
-	//vm.Set("import_csv", importCSV)
+	vm.Set("import_csv", importCSV)
 
 	console := vm.NewObject()
 	console.Set("log", logFunc) //nolint: errcheck
@@ -181,34 +184,42 @@ func (c *csvSource) Err() error {
 	return nil
 }
 
-// func importCSV(table, filename string) int64 {
+func importCSV(table, filename string) int64 {
-// 	if filename[0] != '/' {
+	if filename[0] != '/' {
-// 		filename = path.Join(conf.ConfigPathUsed(), filename)
+		filename = path.Join(confPath, filename)
-// 	}
+	}
 
-// 	s, err := NewCSVSource(filename)
+	s, err := NewCSVSource(filename)
-// 	if err != nil {
+	if err != nil {
-// 		log.Fatalf("ERR %s", err)
+		log.Fatalf("ERR %v", err)
-// 	}
+	}
 
-// 	var cols []string
+	var cols []string
-// 	colval, _ := s.Values()
+	colval, _ := s.Values()
 
-// 	for _, c := range colval {
+	for _, c := range colval {
-// 		cols = append(cols, c.(string))
+		cols = append(cols, c.(string))
-// 	}
+	}
 
-// 	n, err := db.Exec(fmt.Sprintf("COPY %s FROM STDIN WITH "),
+	conn, err := stdlib.AcquireConn(db)
-// 		cols,
+	if err != nil {
-// 		s)
+		log.Fatalf("ERR %v", err)
+	}
+	//nolint: errcheck
+	defer stdlib.ReleaseConn(db, conn)
 
-// 	if err != nil {
+	n, err := conn.CopyFrom(
-// 		err = fmt.Errorf("%w (line no %d)", err, s.i)
+		context.Background(),
-// 		log.Fatalf("ERR %s", err)
+		pgx.Identifier{table},
-// 	}
+		cols,
+		s)
 
-// 	return n
+	if err != nil {
-// }
+		log.Fatalf("ERR %v", fmt.Errorf("%w (line no %d)", err, s.i))
+	}
+
+	return n
+}
 
 //nolint: errcheck
 func logFunc(args ...interface{}) {
@@ -377,11 +388,6 @@ func setFakeFuncs(f *goja.Object) {
 	f.Set("hipster_paragraph", gofakeit.HipsterParagraph)
 	f.Set("hipster_sentence", gofakeit.HipsterSentence)
 
-	//Languages
-	//f.Set("language", gofakeit.Language)
-	//f.Set("language_abbreviation", gofakeit.LanguageAbbreviation)
-	//f.Set("language_abbreviation", gofakeit.LanguageAbbreviation)
-
 	// File
 	f.Set("file_extension", gofakeit.FileExtension)
 	f.Set("file_mine_type", gofakeit.FileMimeType)
@@ -410,8 +416,6 @@ func setFakeFuncs(f *goja.Object) {
 	f.Set("lexify", gofakeit.Lexify)
 	f.Set("rand_string", getRandValue)
 	f.Set("numerify", gofakeit.Numerify)
-
-	//f.Set("programming_language", gofakeit.ProgrammingLanguage)
 }
 
 //nolint: errcheck

internal/serv/config.go

@@ -69,6 +69,8 @@ func newViper(configPath, configFile string) *viper.Viper {
 	vi.SetDefault("auth_fail_block", "always")
 	vi.SetDefault("seed_file", "seed.js")
 
+	vi.SetDefault("default_block", true)
+
 	vi.SetDefault("database.type", "postgres")
 	vi.SetDefault("database.host", "localhost")
 	vi.SetDefault("database.port", 5432)

internal/serv/init.go

@@ -15,7 +15,6 @@ import (
 	"contrib.go.opencensus.io/integrations/ocsql"
 	"github.com/jackc/pgx/v4"
 	"github.com/jackc/pgx/v4/stdlib"
-	//_ "github.com/jackc/pgx/v4/stdlib"
 )
 
 const (

internal/serv/internal/migrate/migrate.go

@@ -6,9 +6,11 @@ import (
 	"database/sql"
 	"fmt"
 	"io/ioutil"
+	"log"
 	"os"
 	"path/filepath"
 	"regexp"
+	"sort"
 	"strconv"
 	"strings"
 	"text/template"
@@ -105,39 +107,40 @@ func (defaultMigratorFS) Glob(pattern string) ([]string, error) {
 func FindMigrationsEx(path string, fs MigratorFS) ([]string, error) {
 	path = strings.TrimRight(path, string(filepath.Separator))
 
-	fileInfos, err := fs.ReadDir(path)
+	files, err := ioutil.ReadDir(path)
 	if err != nil {
-		return nil, err
+		log.Fatal(err)
 	}
 
-	paths := make([]string, 0, len(fileInfos))
+	fm := make(map[int]string, len(files))
-	for _, fi := range fileInfos {
+	keys := make([]int, 0, len(files))
+
+	for _, fi := range files {
 		if fi.IsDir() {
 			continue
 		}
 
 		matches := migrationPattern.FindStringSubmatch(fi.Name())
+
 		if len(matches) != 2 {
 			continue
 		}
 
-		n, err := strconv.ParseInt(matches[1], 10, 32)
+		n, err := strconv.Atoi(matches[1])
 		if err != nil {
 			// The regexp already validated that the prefix is all digits so this *should* never fail
 			return nil, err
 		}
 
-		mcount := len(paths)
+		fm[n] = filepath.Join(path, fi.Name())
+		keys = append(keys, n)
+	}
 
-		if n < int64(mcount) {
+	sort.Ints(keys)
-			return nil, fmt.Errorf("Duplicate migration %d", n)
-		}
 
-		if int64(mcount) < n {
+	paths := make([]string, 0, len(keys))
-			return nil, fmt.Errorf("Missing migration %d", mcount)
+	for _, k := range keys {
-		}
+		paths = append(paths, fm[k])
-
-		paths = append(paths, filepath.Join(path, fi.Name()))
 	}
 
 	return paths, nil

internal/serv/tmpl/cloudbuild.yaml

@@ -5,7 +5,7 @@ steps:
       [
         "build",
         "--tag",
-        "gcr.io/$PROJECT_ID/{% app_name_slug %}:latest",
+        "gcr.io/$PROJECT_ID/{{- .AppNameSlug -}}:latest",
         "--build-arg",
         "GO_ENV=production",
         ".",
@@ -13,7 +13,7 @@ steps:
 
   # Push new image to Google Container Registry
   - name: "gcr.io/cloud-builders/docker"
-    args: ["push", "gcr.io/$PROJECT_ID/{% app_name_slug %}:latest"]
+    args: ["push", "gcr.io/$PROJECT_ID/{{- .AppNameSlug -}}:latest"]
 
   # Deploy image to Cloud Run
   - name: "gcr.io/cloud-builders/gcloud"
@@ -23,15 +23,15 @@ steps:
         "deploy",
         "data",
         "--image",
-        "gcr.io/$PROJECT_ID/{% app_name_slug %}:latest",
+        "gcr.io/$PROJECT_ID/{{- .AppNameSlug -}}:latest",
         "--add-cloudsql-instances",
-        "$PROJECT_ID:$REGION:{% app_name_slug %}_production",
+        "$PROJECT_ID:$REGION:{{- .AppNameSlug -}}_production",
         "--region",
         "$REGION",
         "--platform",
         "managed",
         "--update-env-vars",
-        "GO_ENV=production,SG_DATABASE_HOST=/cloudsql/$PROJECT_ID:$REGION:{% app_name_slug %}_production,SECRETS_FILE=prod.secrets.yml",
+        "GO_ENV=production,SG_DATABASE_HOST=/cloudsql/$PROJECT_ID:$REGION:{{- .AppNameSlug -}}_production,SECRETS_FILE=prod.secrets.yml",
         "--port",
         "8080",
         "--service-account",

internal/serv/tmpl/dev.yml

@@ -1,4 +1,4 @@
-app_name: "{% app_name %} Development"
+app_name: "{{- .AppName }} Development"
 host_port: 0.0.0.0:8080
 web_ui: true
 
@@ -82,7 +82,7 @@ cors_debug: false
 auth:
   # Can be 'rails', 'jwt' or 'header'
   type: rails
-  cookie: _{% app_name_slug %}_session
+  cookie: _{{- .AppNameSlug -}}_session
 
   # Comment this out if you want to disable setting
   # the user_id via a header for testing. 
@@ -134,7 +134,7 @@ database:
   type: postgres
   host: db
   port: 5432
-  dbname: {% app_name_slug %}_development
+  dbname: {{- .AppNameSlug -}}_development
   user: postgres
   password: postgres
 

internal/serv/tmpl/docker-compose.yml

@@ -9,48 +9,10 @@ services:
     ports:
       - "5432:5432"
 
-  # Yugabyte DB
+  {{ .AppNameSlug -}}_api:
-  # yb-master:                                                                                         
-  #   image: yugabytedb/yugabyte:latest                                                              
-  #   container_name: yb-master-n1                                                                   
-  #   command: [ "/home/yugabyte/bin/yb-master",                                                     
-  #             "--fs_data_dirs=/mnt/disk0,/mnt/disk1",                                              
-  #             "--master_addresses=yb-master-n1:7100",                                              
-  #             "--replication_factor=1",                                                            
-  #             "--enable_ysql=true"]                                                                
-  #   ports:                                                                                         
-  #     - "7000:7000"                                                                                  
-  #   environment:                                                                                   
-  #     SERVICE_7000_NAME: yb-master                                                                 
-                                                                                                    
-  # db:                                                                                        
-  #   image: yugabytedb/yugabyte:latest                                                              
-  #   container_name: yb-tserver-n1                                                                  
-  #   command: [ "/home/yugabyte/bin/yb-tserver",                                                    
-  #             "--fs_data_dirs=/mnt/disk0,/mnt/disk1",                                              
-  #             "--start_pgsql_proxy",                                                               
-  #             "--tserver_master_addrs=yb-master-n1:7100"]                                          
-  #   ports:                                                                                         
-  #     - "9042:9042"                                                                                  
-  #     - "6379:6379"                                                                                  
-  #     - "5433:5433"                                                                                  
-  #     - "9000:9000"                                                                                  
-  #   environment:                                                                                   
-  #     SERVICE_5433_NAME: ysql                                                                      
-  #     SERVICE_9042_NAME: ycql                                                                      
-  #     SERVICE_6379_NAME: yedis                                                                     
-  #     SERVICE_9000_NAME: yb-tserver                                                                
-  #   depends_on:                                                                                    
-  #     - yb-master
-
-  {% app_name_slug %}_api:
     image: dosco/super-graph:latest
     environment:
       GO_ENV: "development"
-      # Uncomment below for Yugabyte DB
-      # SG_DATABASE_PORT: 5433
-      # SG_DATABASE_USER: yugabyte
-      # SG_DATABASE_PASSWORD: yugabyte
     volumes:
      - ./config:/config
     ports:

internal/serv/tmpl/prod.yml

@@ -2,7 +2,7 @@
 # so I only need to overwrite some values
 inherits: dev
 
-app_name: "{% app_name %} Production"
+app_name: "{{- .AppName }} Production"
 host_port: 0.0.0.0:8080
 web_ui: false
 
@@ -82,7 +82,7 @@ database:
   type: postgres
   host: db
   port: 5432
-  dbname: {% app_name_slug %}_production
+  dbname: {{- .AppNameSlug -}}_production
   user: postgres
   password: postgres
   #pool_size: 10

internal/serv/web/src/serviceWorker.js

@@ -11,9 +11,9 @@
 // opt-in, read http://bit.ly/CRA-PWA
 
 const isLocalhost = Boolean(
-  window.location.hostname === 'localhost' ||
+  window.location.hostname === "localhost" ||
     // [::1] is the IPv6 localhost address.
-    window.location.hostname === '[::1]' ||
+    window.location.hostname === "[::1]" ||
     // 127.0.0.1/8 is considered localhost for IPv4.
     window.location.hostname.match(
       /^127(?:\.(?:25[0-5]|2[0-4][0-9]|[01]?[0-9][0-9]?)){3}$/
@@ -21,7 +21,7 @@ const isLocalhost = Boolean(
 );
 
 export function register(config) {
-  if (process.env.NODE_ENV === 'production' && 'serviceWorker' in navigator) {
+  if (process.env.NODE_ENV === "production" && "serviceWorker" in navigator) {
     // The URL constructor is available in all browsers that support SW.
     const publicUrl = new URL(process.env.PUBLIC_URL, window.location.href);
     if (publicUrl.origin !== window.location.origin) {
@@ -31,7 +31,7 @@ export function register(config) {
       return;
     }
 
-    window.addEventListener('load', () => {
+    window.addEventListener("load", () => {
       const swUrl = `${process.env.PUBLIC_URL}/service-worker.js`;
 
       if (isLocalhost) {
@@ -42,8 +42,8 @@ export function register(config) {
         // service worker/PWA documentation.
         navigator.serviceWorker.ready.then(() => {
           console.log(
-            'This web app is being served cache-first by a service ' +
+            "This web app is being served cache-first by a service " +
-              'worker. To learn more, visit http://bit.ly/CRA-PWA'
+              "worker. To learn more, visit http://bit.ly/CRA-PWA"
           );
         });
       } else {
@@ -57,21 +57,21 @@ export function register(config) {
 function registerValidSW(swUrl, config) {
   navigator.serviceWorker
     .register(swUrl)
-    .then(registration => {
+    .then((registration) => {
       registration.onupdatefound = () => {
         const installingWorker = registration.installing;
         if (installingWorker == null) {
           return;
         }
         installingWorker.onstatechange = () => {
-          if (installingWorker.state === 'installed') {
+          if (installingWorker.state === "installed") {
             if (navigator.serviceWorker.controller) {
               // At this point, the updated precached content has been fetched,
               // but the previous service worker will still serve the older
               // content until all client tabs are closed.
               console.log(
-                'New content is available and will be used when all ' +
+                "New content is available and will be used when all " +
-                  'tabs for this page are closed. See http://bit.ly/CRA-PWA.'
+                  "tabs for this page are closed. See http://bit.ly/CRA-PWA."
               );
 
               // Execute callback
@@ -82,7 +82,7 @@ function registerValidSW(swUrl, config) {
               // At this point, everything has been precached.
               // It's the perfect time to display a
               // "Content is cached for offline use." message.
-              console.log('Content is cached for offline use.');
+              console.log("Content is cached for offline use.");
 
               // Execute callback
               if (config && config.onSuccess) {
@@ -93,23 +93,23 @@ function registerValidSW(swUrl, config) {
         };
       };
     })
-    .catch(error => {
+    .catch((error) => {
-      console.error('Error during service worker registration:', error);
+      console.error("Error during service worker registration:", error);
     });
 }
 
 function checkValidServiceWorker(swUrl, config) {
   // Check if the service worker can be found. If it can't reload the page.
   fetch(swUrl)
-    .then(response => {
+    .then((response) => {
       // Ensure service worker exists, and that we really are getting a JS file.
-      const contentType = response.headers.get('content-type');
+      const contentType = response.headers.get("content-type");
       if (
         response.status === 404 ||
-        (contentType != null && contentType.indexOf('javascript') === -1)
+        (contentType != null && contentType.indexOf("javascript") === -1)
       ) {
         // No service worker found. Probably a different app. Reload the page.
-        navigator.serviceWorker.ready.then(registration => {
+        navigator.serviceWorker.ready.then((registration) => {
           registration.unregister().then(() => {
             window.location.reload();
           });
@@ -121,14 +121,14 @@ function checkValidServiceWorker(swUrl, config) {
     })
     .catch(() => {
       console.log(
-        'No internet connection found. App is running in offline mode.'
+        "No internet connection found. App is running in offline mode."
       );
     });
 }
 
 export function unregister() {
-  if ('serviceWorker' in navigator) {
+  if ("serviceWorker" in navigator) {
-    navigator.serviceWorker.ready.then(registration => {
+    navigator.serviceWorker.ready.then((registration) => {
       registration.unregister();
     });
   }

jsn/clear.go

@@ -3,6 +3,7 @@ package jsn
 import (
 	"bytes"
 	"encoding/json"
+	"errors"
 	"io"
 )
 
@@ -68,7 +69,12 @@ func Clear(w *bytes.Buffer, v []byte) error {
 				}
 
 				io := int(dec.InputOffset())
-				w.Write(v[io-len(v1)-2 : io])
+				s := io - len(v1) - 2
+				if io <= s || s <= 0 {
+					return errors.New("invalid json")
+				}
+
+				w.Write(v[s:io])
 				w.WriteString(`:`)
 				isValue = true
 

jsn/fuzz.go

@@ -2,10 +2,55 @@
 
 package jsn
 
+import (
+	"bytes"
+	"errors"
+)
+
 func Fuzz(data []byte) int {
-	if err := unifiedTest(data); err != nil {
+	c := 0
-		return 0
+
+	if err := Validate(string(data)); err == nil {
+		c = 1
 	}
 
-	return 1
+	if err := fuzzTest(data); err == nil {
+		c = 1
+	}
+
+	return c
+}
+
+func fuzzTest(data []byte) error {
+	err1 := Validate(string(data))
+
+	var b1 bytes.Buffer
+	err2 := Filter(&b1, data, []string{"id", "full_name", "embed"})
+
+	path1 := [][]byte{[]byte("data"), []byte("users")}
+	Strip(data, path1)
+
+	from := []Field{
+		{[]byte("__twitter_id"), []byte(`[{ "name": "hello" }, { "name": "world"}]`)},
+		{[]byte("__twitter_id"), []byte(`"ABC123"`)},
+	}
+
+	to := []Field{
+		{[]byte("__twitter_id"), []byte(`"1234567890"`)},
+		{[]byte("some_list"), []byte(`[{"id":1,"embed":{"id":8}},{"id":2},{"id":3},{"id":4},{"id":5},{"id":6},{"id":7},{"id":8},{"id":9},{"id":10},{"id":11},{"id":12},{"id":13}]`)},
+	}
+
+	var b2 bytes.Buffer
+	err3 := Replace(&b2, data, from, to)
+
+	Keys(data)
+
+	var b3 bytes.Buffer
+	err4 := Clear(&b3, data)
+
+	if err1 != nil || err2 != nil || err3 != nil || err4 != nil {
+		return errors.New("there was an error")
+	}
+
+	return nil
 }

jsn/fuzz_test.go

@@ -1,9 +1,15 @@
-package jsn
+// +build gofuzz
+
+package jsn_test
 
 import (
 	"testing"
+
+	"github.com/dosco/super-graph/jsn"
 )
 
+var ret int
+
 func TestFuzzCrashers(t *testing.T) {
 	var crashers = []string{
 		"00\"0000\"0{",
@@ -52,9 +58,16 @@ func TestFuzzCrashers(t *testing.T) {
 		"0000\"0\"{",
 		"000\"000\"{",
 		"\"00000000\"{",
+		`0000"00"00000000"000000000"00"000000000000000"00000"00000": "00"0"__twitter_id": [{ "name": "hello" }, { "name": "world"}]`,
+		`0000"000000000000000000000000000000000000"00000000"000000000"00"000000000000000"00000"00000": "00000000000000"00000"__twitter_id": [{ "name": "hello" }, { "name": "world"}]`,
+		`00"__twitter_id":[{ "name": "hello" }, { "name": "world"}]`,
+		"\"\xb0\xef\xbd\xe3\xbd\xef\x99\xe3\xbd\xef\xbd\xef\xbd\xef\xbd\xe5\x99\xe3\xbd" +
+			"\xef\x99\xe3\"",
+		"\"\xef\xe3\xef\xe3\xe3\xe3\xef\xe3\xe3\xef\xe3\xef\xe3\xe3\xe3\xef\xe3\xef\xe3" +
+			"\xe3\xef\xef\xef\xe5\xe3\xef\xe3\xc6\xef\xef\xef\xe5\xe3\xef\xe3\xc6\xef\xef\"",
 	}
 
 	for _, f := range crashers {
-		_ = unifiedTest([]byte(f))
+		ret = jsn.Fuzz([]byte(f))
 	}
 }

jsn/json_test.go

@@ -1,4 +1,4 @@
-package jsn
+package jsn_test
 
 import (
 	"bytes"
@@ -6,6 +6,8 @@ import (
 	"io/ioutil"
 	"strings"
 	"testing"
+
+	"github.com/dosco/super-graph/jsn"
 )
 
 var (
@@ -171,13 +173,13 @@ var (
 )
 
 func TestGet(t *testing.T) {
-	values := Get([]byte(input1), [][]byte{
+	values := jsn.Get([]byte(input1), [][]byte{
 		[]byte("test_1a"),
 		[]byte("__twitter_id"),
 		[]byte("work_email"),
 	})
 
-	expected := []Field{
+	expected := []jsn.Field{
 		{[]byte("test_1a"), []byte(`{ "__twitter_id": "ABCD" }`)},
 		{[]byte("__twitter_id"), []byte(`"ABCD"`)},
 		{[]byte("__twitter_id"), []byte(`"2048666903444506956"`)},
@@ -214,11 +216,11 @@ func TestGet(t *testing.T) {
 }
 
 func TestGet1(t *testing.T) {
-	values := Get([]byte(input5), [][]byte{
+	values := jsn.Get([]byte(input5), [][]byte{
 		[]byte("thread_slug"),
 	})
 
-	expected := []Field{
+	expected := []jsn.Field{
 		{[]byte("thread_slug"), []byte(`"in-september-2018-slovak-police-stated-that-kuciak-7929"`)},
 	}
 
@@ -238,11 +240,11 @@ func TestGet1(t *testing.T) {
 }
 
 func TestGet2(t *testing.T) {
-	values := Get([]byte(input6), [][]byte{
+	values := jsn.Get([]byte(input6), [][]byte{
 		[]byte("users_cursor"), []byte("threads_cursor"),
 	})
 
-	expected := []Field{
+	expected := []jsn.Field{
 		{[]byte("threads_cursor"), []byte(`null`)},
 		{[]byte("threads_cursor"), []byte(`25`)},
 		{[]byte("users_cursor"), []byte(`3`)},
@@ -264,7 +266,7 @@ func TestGet2(t *testing.T) {
 }
 
 func TestGet3(t *testing.T) {
-	values := Get(input7, [][]byte{[]byte("data")})
+	values := jsn.Get(input7, [][]byte{[]byte("data")})
 	v := values[0].Value
 
 	if !bytes.Equal(v[len(v)-11:], []byte(`Rangnekar"}`)) {
@@ -277,7 +279,7 @@ func TestGet4(t *testing.T) {
 
 	exp = strings.ReplaceAll(exp, "@", "`")
 
-	values := Get(input8, [][]byte{[]byte("body")})
+	values := jsn.Get(input8, [][]byte{[]byte("body")})
 
 	if string(values[0].Key) != "body" {
 		t.Fatal("unexpected key")
@@ -291,29 +293,29 @@ func TestGet4(t *testing.T) {
 
 func TestValue(t *testing.T) {
 	v1 := []byte("12345")
-	if !bytes.Equal(Value(v1), v1) {
+	if !bytes.Equal(jsn.Value(v1), v1) {
 		t.Fatal("Number value invalid")
 	}
 
 	v2 := []byte(`"12345"`)
-	if !bytes.Equal(Value(v2), []byte(`12345`)) {
+	if !bytes.Equal(jsn.Value(v2), []byte(`12345`)) {
 		t.Fatal("String value invalid")
 	}
 
 	v3 := []byte(`{ "hello": "world" }`)
-	if Value(v3) != nil {
+	if jsn.Value(v3) != nil {
-		t.Fatal("Object value is not nil", Value(v3))
+		t.Fatal("Object value is not nil", jsn.Value(v3))
 	}
 
 	v4 := []byte(`[ "hello", "world" ]`)
-	if Value(v4) != nil {
+	if jsn.Value(v4) != nil {
 		t.Fatal("List value is not nil")
 	}
 }
 
 func TestFilter1(t *testing.T) {
 	var b bytes.Buffer
-	err := Filter(&b, []byte(input2), []string{"id", "full_name", "embed"})
+	err := jsn.Filter(&b, []byte(input2), []string{"id", "full_name", "embed"})
 	if err != nil {
 		t.Error(err)
 	}
@@ -329,7 +331,7 @@ func TestFilter2(t *testing.T) {
 	value := `[{"id":1,"customer_id":"cus_2TbMGf3cl0","object":"charge","amount":100,"amount_refunded":0,"date":"01/01/2019","application":null,"billing_details":{"address":"1 Infinity Drive","zipcode":"94024"}},   {"id":2,"customer_id":"cus_2TbMGf3cl0","object":"charge","amount":150,"amount_refunded":0,"date":"02/18/2019","billing_details":{"address":"1 Infinity Drive","zipcode":"94024"}},{"id":3,"customer_id":"cus_2TbMGf3cl0","object":"charge","amount":150,"amount_refunded":50,"date":"03/21/2019","billing_details":{"address":"1 Infinity Drive","zipcode":"94024"}}]`
 
 	var b bytes.Buffer
-	err := Filter(&b, []byte(value), []string{"id"})
+	err := jsn.Filter(&b, []byte(value), []string{"id"})
 	if err != nil {
 		t.Error(err)
 	}
@@ -343,7 +345,7 @@ func TestFilter2(t *testing.T) {
 
 func TestStrip(t *testing.T) {
 	path1 := [][]byte{[]byte("data"), []byte("users")}
-	value1 := Strip([]byte(input3), path1)
+	value1 := jsn.Strip([]byte(input3), path1)
 
 	expected := []byte(`[{"id":1,"embed":{"id":8}},{"id":2},{"id":3},{"id":4},{"id":5},{"id":6},{"id":7},{"id":8},{"id":9},{"id":10},{"id":11},{"id":12},{"id":13}]`)
 
@@ -353,7 +355,7 @@ func TestStrip(t *testing.T) {
 	}
 
 	path2 := [][]byte{[]byte("boo"), []byte("hoo")}
-	value2 := Strip([]byte(input3), path2)
+	value2 := jsn.Strip([]byte(input3), path2)
 
 	if !bytes.Equal(value2, []byte(input3)) {
 		t.Log(value2)
@@ -364,7 +366,7 @@ func TestStrip(t *testing.T) {
 func TestValidateTrue(t *testing.T) {
 	json := []byte(`  [{"id":1,"embed":{"id":8}},{"id":2},{"id":3},{"id":4},{"id":5},{"id":6},{"id":7},{"id":8},{"id":9},{"id":10},{"id":11},{"id":12},{"id":13}]`)
 
-	err := Validate(string(json))
+	err := jsn.Validate(string(json))
 	if err != nil {
 		t.Error(err)
 	}
@@ -373,7 +375,7 @@ func TestValidateTrue(t *testing.T) {
 func TestValidateFalse(t *testing.T) {
 	json := []byte(`   [{ "hello": 123"<html>}]`)
 
-	err := Validate(string(json))
+	err := jsn.Validate(string(json))
 	if err == nil {
 		t.Error("JSON validation failed to detect invalid json")
 	}
@@ -382,12 +384,12 @@ func TestValidateFalse(t *testing.T) {
 func TestReplace(t *testing.T) {
 	var buf bytes.Buffer
 
-	from := []Field{
+	from := []jsn.Field{
 		{[]byte("__twitter_id"), []byte(`[{ "name": "hello" }, { "name": "world"}]`)},
 		{[]byte("__twitter_id"), []byte(`"ABC123"`)},
 	}
 
-	to := []Field{
+	to := []jsn.Field{
 		{[]byte("__twitter_id"), []byte(`"1234567890"`)},
 		{[]byte("some_list"), []byte(`[{"id":1,"embed":{"id":8}},{"id":2},{"id":3},{"id":4},{"id":5},{"id":6},{"id":7},{"id":8},{"id":9},{"id":10},{"id":11},{"id":12},{"id":13}]`)},
 	}
@@ -412,7 +414,7 @@ func TestReplace(t *testing.T) {
 		"__twitter_id":"1234567890"
 	}] }`
 
-	err := Replace(&buf, []byte(input4), from, to)
+	err := jsn.Replace(&buf, []byte(input4), from, to)
 	if err != nil {
 		t.Fatal(err)
 	}
@@ -428,7 +430,7 @@ func TestReplaceEmpty(t *testing.T) {
 
 	json := `{ "users" : [{"id":1,"full_name":"Sidney St[1]roman","email":"user0@demo.com","__users_twitter_id":"2048666903444506956"}, {"id":2,"full_name":"Jerry Dickinson","email":"user1@demo.com","__users_twitter_id":"2048666903444506956"}, {"id":3,"full_name":"Kenna Cassin","email":"user2@demo.com","__users_twitter_id":"2048666903444506956"}, {"id":4,"full_name":"Mr. Pat Parisian","email":"rodney@kautzer.biz","__users_twitter_id":"2048666903444506956"}, {"id":5,"full_name":"Bette Ebert","email":"janeenrath@goyette.com","__users_twitter_id":"2048666903444506956"}, {"id":6,"full_name":"Everett Kiehn","email":"michael@bartoletti.com","__users_twitter_id":"2048666903444506956"}, {"id":7,"full_name":"Katrina Cronin","email":"loretaklocko@framivolkman.org","__users_twitter_id":"2048666903444506956"}, {"id":8,"full_name":"Caroll Orn Sr.","email":"joannarau@hegmann.io","__users_twitter_id":"2048666903444506956"}, {"id":9,"full_name":"Gwendolyn Ziemann","email":"renaytoy@rutherford.co","__users_twitter_id":"2048666903444506956"}, {"id":10,"full_name":"Mrs. Rosann Fritsch","email":"holliemosciski@thiel.org","__users_twitter_id":"2048666903444506956"}, {"id":11,"full_name":"Arden Koss","email":"cristobalankunding@howewelch.org","__users_twitter_id":"2048666903444506956"}, {"id":12,"full_name":"Brenton Bauch PhD","email":"renee@miller.co","__users_twitter_id":"2048666903444506956"}, {"id":13,"full_name":"Daine Gleichner","email":"andrea@nienow.co","__users_twitter_id":"2048666903444506956"}] }`
 
-	err := Replace(&buf, []byte(json), []Field{}, []Field{})
+	err := jsn.Replace(&buf, []byte(json), []jsn.Field{}, []jsn.Field{})
 	if err != nil {
 		t.Fatal(err)
 	}
@@ -442,7 +444,7 @@ func TestReplaceEmpty(t *testing.T) {
 func TestKeys1(t *testing.T) {
 	json := `[{"id":1,"posts": [{"title":"PT1-1","description":"PD1-1"}, {"title":"PT1-2","description":"PD1-2"}], "full_name":"FN1","email":"E1","books": [{"name":"BN1-1","description":"BD1-1"},{"name":"BN1-2","description":"BD1-2"},{"name":"BN1-2","description":"BD1-2"}]},{"id":1,"posts": [{"title":"PT1-1","description":"PD1-1"}, {"title":"PT1-2","description":"PD1-2"}], "full_name":"FN1","email":"E1","books": [{"name":"BN1-1","description":"BD1-1"},{"name":"BN1-2","description":"BD1-2"},{"name":"BN1-2","description":"BD1-2"}]},{"id":1,"posts": [{"title":"PT1-1","description":"PD1-1"}, {"title":"PT1-2","description":"PD1-2"}], "full_name":"FN1","email":"E1","books": [{"name":"BN1-1","description":"BD1-1"},{"name":"BN1-2","description":"BD1-2"},{"name":"BN1-2","description":"BD1-2"}]}]`
 
-	fields := Keys([]byte(json))
+	fields := jsn.Keys([]byte(json))
 
 	exp := []string{
 		"id", "posts", "title", "description", "full_name", "email", "books", "name", "description",
@@ -462,7 +464,7 @@ func TestKeys1(t *testing.T) {
 func TestKeys2(t *testing.T) {
 	json := `{"id":1,"posts": [{"title":"PT1-1","description":"PD1-1"}, {"title":"PT1-2","description":"PD1-2"}], "full_name":"FN1","email":"E1","books": [{"name":"BN1-1","description":"BD1-1"},{"name":"BN1-2","description":"BD1-2"},{"name":"BN1-2","description":"BD1-2"}]}`
 
-	fields := Keys([]byte(json))
+	fields := jsn.Keys([]byte(json))
 
 	exp := []string{
 		"id", "posts", "title", "description", "full_name", "email", "books", "name", "description",
@@ -491,7 +493,7 @@ func TestKeys3(t *testing.T) {
 		"user": 123
 	}`
 
-	fields := Keys([]byte(json))
+	fields := jsn.Keys([]byte(json))
 
 	exp := []string{
 		"insert", "created_at", "test_1a", "type1", "type2", "name", "updated_at", "description",
@@ -526,7 +528,7 @@ func TestClear(t *testing.T) {
 
 	expected := `{"insert":{"created_at":"","test_1a":{"type1":"","type2":[{"a":0.0}]},"name":"","updated_at":"","description":""},"user":0.0,"tags":[]}`
 
-	err := Clear(&buf, []byte(json))
+	err := jsn.Clear(&buf, []byte(json))
 	if err != nil {
 		t.Fatal(err)
 	}
@@ -541,7 +543,7 @@ func BenchmarkGet(b *testing.B) {
 	b.ReportAllocs()
 
 	for n := 0; n < b.N; n++ {
-		Get([]byte(input1), [][]byte{[]byte("__twitter_id")})
+		jsn.Get([]byte(input1), [][]byte{[]byte("__twitter_id")})
 	}
 }
 
@@ -553,7 +555,7 @@ func BenchmarkFilter(b *testing.B) {
 	b.ReportAllocs()
 
 	for n := 0; n < b.N; n++ {
-		err := Filter(&buf, []byte(input2), keys)
+		err := jsn.Filter(&buf, []byte(input2), keys)
 		if err != nil {
 			b.Fatal(err)
 		}
@@ -566,19 +568,19 @@ func BenchmarkStrip(b *testing.B) {
 	b.ReportAllocs()
 
 	for n := 0; n < b.N; n++ {
-		Strip([]byte(input3), path)
+		jsn.Strip([]byte(input3), path)
 	}
 }
 
 func BenchmarkReplace(b *testing.B) {
 	var buf bytes.Buffer
 
-	from := []Field{
+	from := []jsn.Field{
 		{[]byte("__twitter_id"), []byte(`[{ "name": "hello" }, { "name": "world"}]`)},
 		{[]byte("__twitter_id"), []byte(`"ABC123"`)},
 	}
 
-	to := []Field{
+	to := []jsn.Field{
 		{[]byte("__twitter_id"), []byte(`"1234567890"`)},
 		{[]byte("some_list"), []byte(`[{"id":1,"embed":{"id":8}},{"id":2},{"id":3},{"id":4},{"id":5},{"id":6},{"id":7},{"id":8},{"id":9},{"id":10},{"id":11},{"id":12},{"id":13}]`)},
 	}
@@ -587,7 +589,7 @@ func BenchmarkReplace(b *testing.B) {
 	b.ReportAllocs()
 
 	for n := 0; n < b.N; n++ {
-		err := Replace(&buf, []byte(input4), from, to)
+		err := jsn.Replace(&buf, []byte(input4), from, to)
 		if err != nil {
 			b.Fatal(err)
 		}

jsn/replace.go

@@ -133,9 +133,18 @@ func Replace(w *bytes.Buffer, b []byte, from, to []Field) error {
 		if e != 0 {
 			e++
 
+			if e <= s {
+				return errors.New("invalid json")
+			}
+
 			if _, err := h.Write(b[s:e]); err != nil {
 				return err
 			}
+
+			if (we + 1) <= ws {
+				return errors.New("invalid json")
+			}
+
 			n, ok := tmap[h.Sum64()]
 			h.Reset()
 

jsn/test.go

@@ -1,37 +0,0 @@
-package jsn
-
-import (
-	"bytes"
-	"errors"
-)
-
-func unifiedTest(data []byte) error {
-	err1 := Validate(string(data))
-
-	var b1 bytes.Buffer
-	err2 := Filter(&b1, data, []string{"id", "full_name", "embed"})
-
-	path1 := [][]byte{[]byte("data"), []byte("users")}
-	Strip(data, path1)
-
-	from := []Field{
-		{[]byte("__twitter_id"), []byte(`[{ "name": "hello" }, { "name": "world"}]`)},
-		{[]byte("__twitter_id"), []byte(`"ABC123"`)},
-	}
-
-	to := []Field{
-		{[]byte("__twitter_id"), []byte(`"1234567890"`)},
-		{[]byte("some_list"), []byte(`[{"id":1,"embed":{"id":8}},{"id":2},{"id":3},{"id":4},{"id":5},{"id":6},{"id":7},{"id":8},{"id":9},{"id":10},{"id":11},{"id":12},{"id":13}]`)},
-	}
-
-	var b2 bytes.Buffer
-	err3 := Replace(&b2, data, from, to)
-
-	Keys(data)
-
-	if err1 != nil || err2 != nil || err3 != nil {
-		return errors.New("there was an error")
-	}
-
-	return nil
-}