Fix bug related to new Postgres docker image

.gitignore

@@ -35,3 +35,5 @@ supergraph
 crashers
 suppressions
 release
+.gofuzz
+*-fuzz.zip

README.md

@@ -48,6 +48,7 @@ This compiler is what sits at the heart of Super Graph with layers of useful fun
 - Fuzz tested for security
 - Database migrations tool
 - Database seeding tool
+- Works with Postgres and YugabyteDB
 
 ## Get started
 

allow/allow.go

@@ -0,0 +1,361 @@
+package allow
+
+import (
+	"bytes"
+	"encoding/json"
+	"errors"
+	"fmt"
+	"io/ioutil"
+	"os"
+	"path"
+	"sort"
+	"strings"
+)
+
+const (
+	AL_QUERY int = iota + 1
+	AL_VARS
+)
+
+type Item struct {
+	Name    string
+	key     string
+	Query   string
+	Vars    json.RawMessage
+	Comment string
+}
+
+type List struct {
+	filepath string
+	saveChan chan Item
+}
+
+type Config struct {
+	CreateIfNotExists bool
+	Persist           bool
+}
+
+func New(cpath string, conf Config) (*List, error) {
+	al := List{}
+
+	if len(cpath) != 0 {
+		fp := path.Join(cpath, "allow.list")
+
+		if _, err := os.Stat(fp); err == nil {
+			al.filepath = fp
+		} else if !os.IsNotExist(err) {
+			return nil, err
+		}
+	}
+
+	if len(al.filepath) == 0 {
+		fp := "./allow.list"
+
+		if _, err := os.Stat(fp); err == nil {
+			al.filepath = fp
+		} else if !os.IsNotExist(err) {
+			return nil, err
+		}
+	}
+
+	if len(al.filepath) == 0 {
+		fp := "./config/allow.list"
+
+		if _, err := os.Stat(fp); err == nil {
+			al.filepath = fp
+		} else if !os.IsNotExist(err) {
+			return nil, err
+		}
+	}
+
+	if len(al.filepath) == 0 {
+		if !conf.CreateIfNotExists {
+			return nil, errors.New("allow.list not found")
+		}
+
+		if len(cpath) == 0 {
+			al.filepath = "./config/allow.list"
+		} else {
+			al.filepath = path.Join(cpath, "allow.list")
+		}
+	}
+
+	var err error
+
+	if conf.Persist {
+		al.saveChan = make(chan Item)
+
+		go func() {
+			for v := range al.saveChan {
+				if err = al.save(v); err != nil {
+					break
+				}
+			}
+		}()
+	}
+
+	if err != nil {
+		return nil, err
+	}
+
+	return &al, nil
+}
+
+func (al *List) IsPersist() bool {
+	return al.saveChan != nil
+}
+
+func (al *List) Set(vars []byte, query, comment string) error {
+	if al.saveChan == nil {
+		return errors.New("allow.list is read-only")
+	}
+
+	if len(query) == 0 {
+		return errors.New("empty query")
+	}
+
+	var q string
+
+	for i := 0; i < len(query); i++ {
+		c := query[i]
+		if c >= 'a' && c <= 'z' || c >= 'A' && c <= 'Z' {
+			q = query
+			break
+
+		} else if c == '{' {
+			q = "query " + query
+			break
+		}
+	}
+
+	al.saveChan <- Item{
+		Comment: comment,
+		Query:   q,
+		Vars:    vars,
+	}
+
+	return nil
+}
+
+func (al *List) Load() ([]Item, error) {
+	var list []Item
+
+	b, err := ioutil.ReadFile(al.filepath)
+	if err != nil {
+		return list, err
+	}
+
+	if len(b) == 0 {
+		return list, nil
+	}
+
+	var comment bytes.Buffer
+	var varBytes []byte
+
+	itemMap := make(map[string]struct{})
+
+	s, e, c := 0, 0, 0
+	ty := 0
+
+	for {
+		fq := false
+
+		if c == 0 && b[e] == '#' {
+			s = e
+			for e < len(b) && b[e] != '\n' {
+				e++
+			}
+			if (e - s) > 2 {
+				comment.Write(b[(s + 1):(e + 1)])
+			}
+		}
+
+		if e >= len(b) {
+			break
+		}
+
+		if matchPrefix(b, e, "query") || matchPrefix(b, e, "mutation") {
+			if c == 0 {
+				s = e
+			}
+			ty = AL_QUERY
+		} else if matchPrefix(b, e, "variables") {
+			if c == 0 {
+				s = e + len("variables") + 1
+			}
+			ty = AL_VARS
+		} else if b[e] == '{' {
+			c++
+
+		} else if b[e] == '}' {
+			c--
+
+			if c == 0 {
+				if ty == AL_QUERY {
+					fq = true
+				} else if ty == AL_VARS {
+					varBytes = b[s:(e + 1)]
+				}
+				ty = 0
+			}
+		}
+
+		if fq {
+			query := string(b[s:(e + 1)])
+			name := QueryName(query)
+			key := strings.ToLower(name)
+
+			if _, ok := itemMap[key]; !ok {
+				v := Item{
+					Name:    name,
+					key:     key,
+					Query:   query,
+					Vars:    varBytes,
+					Comment: comment.String(),
+				}
+				list = append(list, v)
+				comment.Reset()
+			}
+
+			varBytes = nil
+
+		}
+
+		e++
+		if e >= len(b) {
+			break
+		}
+	}
+
+	return list, nil
+}
+
+func (al *List) save(item Item) error {
+	item.Name = QueryName(item.Query)
+	item.key = strings.ToLower(item.Name)
+
+	if len(item.Name) == 0 {
+		return nil
+	}
+
+	list, err := al.Load()
+	if err != nil {
+		return err
+	}
+
+	index := -1
+
+	for i, v := range list {
+		if strings.EqualFold(v.Name, item.Name) {
+			index = i
+			break
+		}
+	}
+
+	if index != -1 {
+		if len(list[index].Comment) != 0 {
+			item.Comment = list[index].Comment
+		}
+		list[index] = item
+	} else {
+		list = append(list, item)
+	}
+
+	f, err := os.Create(al.filepath)
+	if err != nil {
+		return err
+	}
+
+	defer f.Close()
+
+	sort.Slice(list, func(i, j int) bool {
+		return strings.Compare(list[i].key, list[j].key) == -1
+	})
+
+	for _, v := range list {
+		cmtLines := strings.Split(v.Comment, "\n")
+
+		i := 0
+		for _, c := range cmtLines {
+			if c = strings.TrimSpace(c); len(c) == 0 {
+				continue
+			}
+
+			_, err := f.WriteString(fmt.Sprintf("# %s\n", c))
+			if err != nil {
+				return err
+			}
+			i++
+		}
+
+		if i != 0 {
+			if _, err := f.WriteString("\n"); err != nil {
+				return err
+			}
+		} else {
+			if _, err := f.WriteString(fmt.Sprintf("# Query named %s\n\n", v.Name)); err != nil {
+				return err
+			}
+		}
+
+		if len(v.Vars) != 0 && !bytes.Equal(v.Vars, []byte("{}")) {
+			vj, err := json.MarshalIndent(v.Vars, "", "  ")
+			if err != nil {
+				return fmt.Errorf("failed to marshal vars: %v", err)
+			}
+
+			_, err = f.WriteString(fmt.Sprintf("variables %s\n\n", vj))
+			if err != nil {
+				return err
+			}
+		}
+
+		if v.Query[0] == '{' {
+			_, err = f.WriteString(fmt.Sprintf("query %s\n\n", v.Query))
+		} else {
+			_, err = f.WriteString(fmt.Sprintf("%s\n\n", v.Query))
+		}
+
+		if err != nil {
+			return err
+		}
+	}
+
+	return nil
+}
+
+func matchPrefix(b []byte, i int, s string) bool {
+	if (len(b) - i) < len(s) {
+		return false
+	}
+	for n := 0; n < len(s); n++ {
+		if b[(i+n)] != s[n] {
+			return false
+		}
+	}
+	return true
+}
+
+func QueryName(b string) string {
+	state, s := 0, 0
+
+	for i := 0; i < len(b); i++ {
+		switch {
+		case state == 2 && !isValidNameChar(b[i]):
+			return b[s:i]
+		case state == 1 && b[i] == '{':
+			return ""
+		case state == 1 && isValidNameChar(b[i]):
+			s = i
+			state = 2
+		case i != 0 && b[i] == ' ' && (b[i-1] == 'n' || b[i-1] == 'y'):
+			state = 1
+		}
+	}
+
+	return ""
+}
+
+func isValidNameChar(c byte) bool {
+	return (c >= 'a' && c <= 'z') || (c >= 'A' && c <= 'Z') || (c >= '0' && c <= '9') || c == '_'
+}

allow/allow_test.go

@@ -0,0 +1,84 @@
+package allow
+
+import (
+	"testing"
+)
+
+func TestGQLName1(t *testing.T) {
+	var q = `
+	query {
+		products(
+			distinct: [price]
+			where: { id: { and: { greater_or_equals: 20, lt: 28 } } }
+		) { id name } }`
+
+	name := QueryName(q)
+
+	if len(name) != 0 {
+		t.Fatal("Name should be empty, not ", name)
+	}
+}
+
+func TestGQLName2(t *testing.T) {
+	var q = `
+	query hakuna_matata
+	
+	{
+		products(
+			distinct: [price]
+			where: { id: { and: { greater_or_equals: 20, lt: 28 } } }
+		) {
+			id
+			name
+		}
+	}`
+
+	name := QueryName(q)
+
+	if name != "hakuna_matata" {
+		t.Fatal("Name should be 'hakuna_matata', not ", name)
+	}
+}
+
+func TestGQLName3(t *testing.T) {
+	var q = `
+	mutation means{ users { id } }`
+
+	// var v2 = `   { products( limit: 30, order_by: { price: desc }, distinct: [ price ] where: { id: { and: { greater_or_equals: 20, lt: 28 } } }) { id name price user { id email } } } `
+
+	name := QueryName(q)
+
+	if name != "means" {
+		t.Fatal("Name should be 'means', not ", name)
+	}
+}
+
+func TestGQLName4(t *testing.T) {
+	var q = `
+	query no_worries 
+		users {
+			id
+		}
+	}`
+
+	name := QueryName(q)
+
+	if name != "no_worries" {
+		t.Fatal("Name should be 'no_worries', not ", name)
+	}
+}
+
+func TestGQLName5(t *testing.T) {
+	var q = `
+	    {
+		users {
+			id
+		}
+	}`
+
+	name := QueryName(q)
+
+	if len(name) != 0 {
+		t.Fatal("Name should be empty, not ", name)
+	}
+}

allow/fuzz_test.go

@@ -0,0 +1,15 @@
+package allow
+
+import "testing"
+
+func TestFuzzCrashers(t *testing.T) {
+	var crashers = []string{
+		"query",
+		"q",
+		"que",
+	}
+
+	for _, f := range crashers {
+		_ = QueryName(f)
+	}
+}

config/dev.yml

@@ -32,6 +32,10 @@ reload_on_config_change: true
 # Path pointing to where the migrations can be found
 migrations_path: ./config/migrations
 
+# Secret key for general encryption operations like 
+# encrypting the cursor data
+secret_key: supercalifajalistics
+
 # Postgres related environment Variables
 # SG_DATABASE_HOST
 # SG_DATABASE_PORT
@@ -167,10 +171,13 @@ roles:
           block: false
 
       - name: deals
-
         query:
           limit: 3
-          columns: ["name", "description" ]
+          aggregation: false
+
+      - name: purchases
+        query:
+          limit: 3
           aggregation: false
 
   - name: user
@@ -183,12 +190,10 @@ roles:
         query:
           limit: 50
           filters: ["{ user_id: { eq: $user_id } }"]
-          columns: ["id", "name", "description", "search_rank", "search_headline_description" ]
           disable_functions: false
 
         insert:
           filters: ["{ user_id: { eq: $user_id } }"]
-          columns: ["id", "name", "description" ]
           presets:
             - user_id: "$user_id"
             - created_at: "now"

config/prod.yml

@@ -32,6 +32,10 @@ enable_tracing: true
 # Path pointing to where the migrations can be found
 # migrations_path: migrations
 
+# Secret key for general encryption operations like 
+# encrypting the cursor data
+# secret_key: supercalifajalistics
+
 # Postgres related environment Variables
 # SG_DATABASE_HOST
 # SG_DATABASE_PORT

config/seed.js

@@ -11,7 +11,7 @@ for (i = 0; i < user_count; i++) {
   var pwd = fake.password()
   var data = {
     full_name: fake.name(),
-    avatar: fake.image_url(),
+    avatar: fake.avatar_url(200),
     phone: fake.phone(),
     email: fake.email(),
     password: pwd,

crypto/encrypt.go

@@ -0,0 +1,80 @@
+// cryptopasta - basic cryptography examples
+//
+// Written in 2015 by George Tankersley <george.tankersley@gmail.com>
+//
+// To the extent possible under law, the author(s) have dedicated all copyright
+// and related and neighboring rights to this software to the public domain
+// worldwide. This software is distributed without any warranty.
+//
+// You should have received a copy of the CC0 Public Domain Dedication along
+// with this software. If not, see // <http://creativecommons.org/publicdomain/zero/1.0/>.
+
+// Provides symmetric authenticated encryption using 256-bit AES-GCM with a random nonce.
+package crypto
+
+import (
+	"crypto/aes"
+	"crypto/cipher"
+	"crypto/rand"
+	"errors"
+	"io"
+)
+
+// NewEncryptionKey generates a random 256-bit key for Encrypt() and
+// Decrypt(). It panics if the source of randomness fails.
+func NewEncryptionKey() [32]byte {
+	key := [32]byte{}
+	_, err := io.ReadFull(rand.Reader, key[:])
+	if err != nil {
+		panic(err)
+	}
+	return key
+}
+
+// Encrypt encrypts data using 256-bit AES-GCM.  This both hides the content of
+// the data and provides a check that it hasn't been altered. Output takes the
+// form nonce|ciphertext|tag where '|' indicates concatenation.
+func Encrypt(plaintext []byte, key *[32]byte) (ciphertext []byte, err error) {
+	block, err := aes.NewCipher(key[:])
+	if err != nil {
+		return nil, err
+	}
+
+	gcm, err := cipher.NewGCM(block)
+	if err != nil {
+		return nil, err
+	}
+
+	nonce := make([]byte, gcm.NonceSize())
+	_, err = io.ReadFull(rand.Reader, nonce)
+	if err != nil {
+		return nil, err
+	}
+
+	return gcm.Seal(nonce, nonce, plaintext, nil), nil
+}
+
+// Decrypt decrypts data using 256-bit AES-GCM.  This both hides the content of
+// the data and provides a check that it hasn't been altered. Expects input
+// form nonce|ciphertext|tag where '|' indicates concatenation.
+func Decrypt(ciphertext []byte, key *[32]byte) (plaintext []byte, err error) {
+	block, err := aes.NewCipher(key[:])
+	if err != nil {
+		return nil, err
+	}
+
+	gcm, err := cipher.NewGCM(block)
+	if err != nil {
+		return nil, err
+	}
+
+	if len(ciphertext) < gcm.NonceSize() {
+		return nil, errors.New("malformed ciphertext")
+	}
+
+	return gcm.Open(nil,
+		ciphertext[:gcm.NonceSize()],
+		ciphertext[gcm.NonceSize():],
+		nil,
+	)
+}

docs/.vuepress/components/HomeLayout.vue

@@ -137,7 +137,7 @@
           </h1>
           <div class="text-2xl md:text-3xl">
             <small class="text-sm">Download the Docker compose config for the demo</small>
-            <pre>&#8227; curl -L -o demo.yml https://bit.ly/2mq05lW</pre>
+            <pre>&#8227; curl -L -o demo.yml https://bit.ly/2FZS0uw</pre>
 
             <small class="text-sm">Setup the demo database</small>
             <pre>&#8227; docker-compose -f demo.yml run rails_app rake db:create db:migrate db:seed</pre>

docs/guide.md

@@ -4,9 +4,9 @@ sidebar: auto
 
 # Guide to Super Graph
 
-Super Graph is a micro-service that instantly and without code gives you a high performance and secure GraphQL API. Your GraphQL queries are auto translated into a single fast SQL query. No more writing API code as you develop your web frontend just make the query you need and Super Graph will do the rest.
+Super Graph is a service that instantly and without code gives you a high performance and secure GraphQL API. Your GraphQL queries are auto translated into a single fast SQL query. No more spending weeks or months writing backend API code. Just make the query you need and Super Graph will do the rest. 
 
-Super Graph has a rich feature set like integrating with your existing Ruby on Rails apps, joining your DB with data from remote APIs, Role and Attribute based access control, Supoport for JWT tokens, DB migrations, seeding and a lot more.
+Super Graph has a rich feature set like integrating with your existing Ruby on Rails apps, joining your DB with data from remote APIs, Role and Attribute based access control, Support for JWT tokens, DB migrations, seeding and a lot more.
 
 
 ## Features
@@ -31,14 +31,14 @@ Super Graph has a rich feature set like integrating with your existing Ruby on R
 ## Try the demo app
 
 ```bash
-# download the Docker compose config for the demo
+# clone the repository
-curl -L -o demo.yml https://bit.ly/2mq05lW
+git clone https://github.com/dosco/super-graph
 
 # setup the demo rails app & database and run it
-docker-compose -f demo.yml run rails_app rake db:create db:migrate db:seed
+docker-compose run rails_app rake db:create db:migrate db:seed
 
 # run the demo
-docker-compose -f demo.yml up
+docker-compose up
 
 # signin to the demo app (user1@demo.com / 123456)
 open http://localhost:3000
@@ -47,14 +47,14 @@ open http://localhost:3000
 open http://localhost:8080
 ```
 
-::: warning DEMO REQUIREMENTS
+::: tip DEMO REQUIREMENTS
 This demo requires `docker` you can either install it using `brew` or from the
 docker website [https://docs.docker.com/docker-for-mac/install/](https://docs.docker.com/docker-for-mac/install/)
 :::
 
 #### Trying out GraphQL
 
-We currently fully support queries and mutations. Support for `subscriptions` is work in progress. For example the below GraphQL query would fetch two products that belong to the current user where the price is greater than 10.
+We fully support queries and mutations. For example the below GraphQL query would fetch two products that belong to the current user where the price is greater than 10.
 
 #### GQL Query
 
@@ -76,32 +76,6 @@ query {
 }
 ```
 
-In another example the below GraphQL mutation would insert a product into the database. The first part of the below example is the variable data and the second half is the GraphQL mutation. For mutations data has to always ben passed as a variable.
-
-```json
-{
-  "data": { 
-    "name": "Art of Computer Programming",
-    "description": "The Art of Computer Programming (TAOCP) is a comprehensive monograph written by computer scientist Donald Knuth",
-    "price": 30.5
-  }
-}
-```
-
-```graphql
-mutation {
-  product(insert: $data) {
-    id
-    name
-  }
-}
-```
-
-The above GraphQL query returns the JSON result below. It handles all
-kinds of complexity without you having to writing a line of code.
-
-For example there is a while greater than `gt` and a limit clause on a child field. And the `avatar` field is renamed to `picture`. The `password` field is blocked and not returned. Finally the relationship between the `users` table and the `products` table is auto discovered and used.
-
 #### JSON Result
 
 ```json
@@ -128,19 +102,107 @@ For example there is a while greater than `gt` and a limit clause on a child fie
 }
 ```
 
-#### Try with an authenticated user
+::: tip Testing with a user
+In development mode you can use the `X-User-ID: 4` header to set a user id so you don't have to worries about cookies etc. This can be set using the *HTTP Headers* tab at the bottom of the web UI.
+:::
 
-In development mode you can use the `X-User-ID: 4` header to set a user id so you don't have to worries about cookies etc. This can be set using the *HTTP Headers* tab at the bottom of the web UI you'll see when you visit the above link. You can also directly run queries from the commandline like below.
+In another example the below GraphQL mutation would insert a product into the database. The first part of the below example is the variable data and the second half is the GraphQL mutation. For mutations data has to always ben passed as a variable.
 
-#### Querying the GQL endpoint
+```json
+{
+  "data": { 
+    "name": "Art of Computer Programming",
+    "description": "The Art of Computer Programming (TAOCP) is a comprehensive monograph written by computer scientist Donald Knuth",
+    "price": 30.5
+  }
+}
+```
 
-```bash
+```graphql
+mutation {
+  product(insert: $data) {
+    id
+    name
+  }
+}
+```
 
-# fetch the response json directly from the endpoint using user id 5
+## Why Super Graph
-curl 'http://localhost:8080/api/v1/graphql' \
+
-  -H 'content-type: application/json' \
+Let's take a simple example say you want to fetch 5 products priced over 12 dollars along with the photos of the products and the users that owns them. Additionally also fetch the last 10 of your own purchases along with the name and ID of the product you purchased. This is a common type of query to render a view in say an ecommerce app. Lets be honest it's not very exciting write and maintain. Keep in mind the data needed will only continue to grow and change as your app evolves. Developers might find that most ORMs will not be able to do all of this in a single SQL query and will require n+1 queries to fetch all the data and assembly it into the right JSON response.
-  -H 'X-User-ID: 5' \
+
-  --data-binary '{"query":"{ products { name price users { email }}}"}'
+What if I told you Super Graph will fetch all this data with a single SQL query and without you having to write a single line of code. Also as your app evolves feel free to evolve the query as you like. In our experience Super Graph saves us hundreds or thousands of man hours that we can put towards the more exciting parts of our app.
+
+#### GraphQL Query
+
+```graphql
+query {
+    products(limit 5, where: { price: { gt: 12 } }) {
+      id
+      name
+      description
+      price
+      photos {
+        url
+      }
+      user {
+        id
+        email
+        picture : avatar
+        full_name
+      }
+  }
+  purchases(
+      limit 10, 
+      order_by: { created_at: desc } , 
+      where: { user_id: { eq: $user_id } }
+    ) {
+    id 
+    created_at
+    product {
+      id
+      name
+    }
+  }
+}
+```
+
+#### JSON Result
+
+```json
+
+  "data": {
+    "products": [
+      {
+        "id": 1,
+        "name": "Oaked Arrogant Bastard Ale",
+        "description": "Coors lite, European Amber Lager, Perle, 1272 - American Ale II, 38 IBU, 6.4%, 9.7°Blg",
+        "price": 20,
+        "photos: [{
+          "url": "https://www.scienceworld.ca/wp-content/uploads/science-world-beer-flavours.jpg"
+        }],
+        "user": {
+          "id": 1,
+          "email": "user0@demo.com",
+          "picture": "https://robohash.org/sitaliquamquaerat.png?size=300x300&set=set1",
+          "full_name": "Mrs. Wilhemina Hilpert"
+        }
+      },
+      ...
+    ]
+  },
+  "purchases": [
+    {
+      "id": 5,
+      "created_at": "2020-01-24T05:34:39.880599",
+      "product": {
+        "id": 45,
+        "name": "Brooklyn Black",
+      }
+    },
+    ...
+  ]
+}
 ```
 
 ## Get Started
@@ -651,8 +713,6 @@ query {
 }
 ```
 
-## Mutations
-
 In GraphQL mutations is the operation type for when you need to modify data. Super Graph supports the `insert`, `update`, `upsert` and `delete`. You can also do complex nested inserts and updates.
 
 When using mutations the data must be passed as variables since Super Graphs compiles the query into an prepared statement in the database for maximum speed. Prepared statements are are functions in your code when called they accept arguments and your variables are passed in as those arguments.
@@ -836,8 +896,6 @@ mutation {
 }
 ```
 
-## Nested Mutations
-
 Often you will need to create or update multiple related items at the same time. This can be done using nested mutations. For example you might need to create a product and assign it to a user, or create a user and his products at the same time. You just have to use simple json to define you mutation and Super Graph takes care of the rest.
 
 ### Nested Insert 
@@ -906,7 +964,7 @@ mutation {
 }
 ```
 
-### Nested Updates 
+### Nested Update 
 
 Update a product item first and then assign it to a user
 
@@ -966,7 +1024,114 @@ mutation {
 }
 ```
 
-## Using variables
+### Pagination
+
+This is a must have feature of any API. When you want your users to go thought a list page by page or implement some fancy infinite scroll you're going to need pagination. There are two ways to paginate in Super Graph.
+
+ Limit-Offset
+This is simple enough but also inefficient when working with a large number of total items. Limit, limits the number of items fetched and offset is the point you want to fetch from. The below query will fetch 10 results at a time starting with the 100th item. You will have to keep updating offset (110, 120, 130, etc ) to walk thought the results so make offset a variable.
+
+```graphql
+query {
+  products(limit: 10, offset: 100) {
+    id
+    slug
+    name
+  }
+}
+```
+
+#### Cursor
+This is a powerful and highly efficient way to paginate though a large number of results. Infact it does not matter how many total results there are this will always be lighting fast. You can use a cursor to walk forward of backward though the results. If you plan to implement infinite scroll this is the option you should choose. 
+
+When going this route the results will contain a cursor value this is an encrypted string that you don't have to worry about just pass this back in to the next API call and you'll received the next set of results. The cursor value is encrypted since its contents should only matter to Super Graph and not the client. Also since the primary key is used for this feature it's possible you might not want to leak it's value to clients. 
+
+You will need to set this config value to ensure the encrypted cursor data is secure. If not set a random value is used which will change with each deployment breaking older cursor values that clients might be using so best to set it.
+
+```yaml
+# Secret key for general encryption operations like 
+# encrypting the cursor data
+secret_key: supercalifajalistics
+```
+
+Paginating forward through your results
+
+```json
+{
+  "variables": { 
+    "cursor": "MJoTLbQF4l0GuoDsYmCrpjPeaaIlNpfm4uFU4PQ="
+  }
+}
+```
+
+```graphql
+query {
+  products(first: 10, after: $cursor) {
+    slug
+    name
+  }
+}
+```
+
+Paginating backward through your results
+
+```graphql
+query {
+  products(last: 10, before: $cursor) {
+    slug
+    name
+  }
+}
+```
+
+```graphql
+"data": {
+   "products": [
+    {
+      "slug": "eius-nulla-et-8",
+      "name" "Pale Ale"
+    },
+    {
+      "slug": "sapiente-ut-alias-12",
+      "name" "Brown Ale"
+    }
+    ...
+  ],
+  "products_cursor": "dJwHassm5+d82rGydH2xQnwNxJ1dcj4/cxkh5Cer"
+}
+```
+
+Nested tables can also have cursors. Requesting multiple cursors are supported on a single request but when paginating using a cursor only one table is currently supported. To explain this better, you can only use a `before` or `after` argument with a cursor value to paginate a single table in a query.
+
+```graphql
+query {
+  products(last: 10) {
+    slug
+    name
+    customers(last: 5) {
+      email
+      full_name
+    }
+  }
+}
+```
+
+Multiple order-by arguments are supported. Super Graph is smart enough to allow cursor based pagination when you also need complex sort order like below.
+
+```graphql
+query {
+  products(
+    last: 10
+    before: $cursor
+    order_by: [ price: desc, total_customers: asc ]) {
+    slug
+    name
+  }
+}
+```
+
+
+## Using Variables
 
 Variables (`$product_id`) and their values (`"product_id": 5`) can be passed along side the GraphQL query. Using variables makes for better client side code as well as improved server side SQL query caching. The build-in web-ui also supports setting variables. Not having to manipulate your GraphQL query string to insert values into it makes for cleaner
 and better client side code.
@@ -988,6 +1153,104 @@ fetch('http://localhost:8080/api/v1/graphql', {
 .then(res => console.log(res.data));
 ```
 
+## GraphQL with React
+
+This is a quick simple example using `graphql.js` [https://github.com/f/graphql.js/](https://github.com/f/graphql.js/)
+
+```js
+import React, { useState, useEffect } from 'react'
+import graphql from 'graphql.js'
+
+// Create a GraphQL client pointing to Super Graph
+var graph = graphql("http://localhost:3000/api/v1/graphql", { asJSON: true })
+
+const App = () => {
+  const [user, setUser] = useState(null)
+  
+  useEffect(() => {
+    async function action() {
+      // Use the GraphQL client to execute a graphQL query
+      // The second argument to the client are the variables you need to pass
+      const result = await graph(`{ user { id first_name last_name picture_url } }`)()
+      setUser(result)
+    }
+    action()
+  }, []);
+
+  return (
+    <div className="App">
+      <h1>{ JSON.stringify(user) }</h1>
+    </div>
+  );
+}
+```
+
+export default App;
+
+## Advanced Columns
+
+The ablity to have `JSON/JSONB` and `Array` columns is often considered in the top most useful features of Postgres. There are many cases where using an array or a json column saves space and reduces complexity in your app. The only issue with these columns is the really that your SQL queries can get harder to write and maintain. 
+
+Super Graph steps in here to help you by supporting these columns right out of the box. It allows you to work with these columns just like you would with tables. Joining data against or modifying array columns using the `connect` or `disconnect` keywords in mutations is fully supported. Another very useful feature is the ability to treat `json` or `binary json (jsonb)` columns as seperate tables, even using them in nested queries joining against related tables. To replicate these features on your own will take a lot of complex SQL. Using Super Graph means you don't have to deal with any of this it just works.
+
+### Array Columns
+
+Configure a relationship between an array column `tag_ids` which contains integer id's for tags and the column `id` in the table `tags`.
+
+```yaml
+tables:
+  - name: posts
+    columns:
+      - name: tag_ids
+        related_to: tags.id
+
+```
+
+```graphql
+query {
+  posts {
+    title
+    tags {
+      name
+      image
+    }
+  }
+}
+```
+
+### JSON Column
+
+Configure a JSON column called `tag_count` in the table `products` into a seperate table. This JSON column contains a json array of objects each with a tag id and a count of the number of times the tag was used. As a seperate table you can nest it into your GraphQL query and treat it like table using any of the standard features like `order_by`, `limit`, `where clauses`, etc.
+
+The configuration below tells Super Graph to create a synthetic table called `tag_count` using the column `tag_count` from the `products` table. And that this new table has two columns `tag_id` and `count` of the listed types and with the defined relationships.
+
+```yaml
+tables:
+  - name: tag_count
+    table: products
+    columns:
+      - name: tag_id
+        type: bigint
+        related_to: tags.id
+      - name: count
+        type: int
+```
+
+```graphql
+query {
+  products {
+    name
+    tag_counts {
+      count
+      tag {
+        name
+      }
+    }
+  }
+}
+```
+
+
 ## Full text search
 
 Every app these days needs search. Enought his often means reaching for something heavy like Solr. While this will work why add complexity to your infrastructure when Postgres has really great
@@ -1073,45 +1336,45 @@ class AddSearchColumn < ActiveRecord::Migration[5.1]
 end
 ```
 
-## GraphQL with React
+## API Security
 
-This is a quick simple example using `graphql.js` [https://github.com/f/graphql.js/](https://github.com/f/graphql.js/)
+One of the the most common questions I get asked is what happens if a user out on the internet sends queries
+that we don't want run. For example how do we stop him from fetching all users or the emails of users. Our answer to this is that it is not an issue as this cannot happen, let me explain.
 
-```js
+Super Graph runs in one of two modes `development` or `production`, this is controlled via the config value `production: false` when it's false it's running in development mode and when true, production. In development mode all the **named** queries (including mutations) are saved to the allow list `./config/allow.list`. While in production mode when Super Graph starts only the queries from this allow list file are registered with the database as [prepared statements](https://stackoverflow.com/questions/8263371/how-can-prepared-statements-protect-from-sql-injection-attacks). 
-import React, { useState, useEffect } from 'react'
-import graphql from 'graphql.js'
 
-// Create a GraphQL client pointing to Super Graph
+Prepared statements are designed by databases to be fast and secure. They protect against all kinds of sql injection attacks and since they are pre-processed and pre-planned they are much faster to run then raw sql queries. Also there's no GraphQL to SQL compiling happening in production mode which makes your queries lighting fast as they are directly sent to the database with almost no overhead.
-var graph = graphql("http://localhost:3000/api/v1/graphql", { asJSON: true })
 
-const App = () => {
+In short in production only queries listed in the allow list file `./config/allow.list` can be used, all other queries will be blocked. 
-  const [user, setUser] = useState(null)
 
-  useEffect(() => {
+::: tip How to think about the allow list?
-    async function action() {
+The allow list file is essentially a list of all your exposed API calls and the data that passes within them. It's very easy to build tooling to do things like parsing this file within your tests to ensure fields like `credit_card_no` are not accidently leaked. It's a great way to build compliance tooling and ensure your user data is always safe.
-      // Use the GraphQL client to execute a graphQL query
+:::
-      // The second argument to the client are the variables you need to pass
+
-      const result = await graph(`{ user { id first_name last_name picture_url } }`)()
+This is an example of a named query, `getUserWithProducts` is the name you've given to this query it can be anything you like but should be unique across all you're queries. Only named queries are saved in the allow list in development mode.
-      setUser(result)
+
+
+```graphql
+query getUserWithProducts {
+  users {
+    id
+    name
+    products {
+      id
+      name
+      price
+    }
   }
-    action()
-  }, []);
-
-  return (
-    <div className="App">
-      <h1>{ JSON.stringify(user) }</h1>
-    </div>
-  );
 }
 ```
 
-export default App;
+
 
 ## Authentication
 
-You can only have one type of auth enabled. You can either pick Rails or JWT. 
+You can only have one type of auth enabled either Rails or JWT. 
 
-### Rails Auth (Devise / Warden)
+### Ruby on Rails
 
 Almost all Rails apps use Devise or Warden for authentication. Once the user is
 authenticated a session is created with the users ID. The session can either be
@@ -1163,7 +1426,7 @@ auth:
     max_active: 12000
 ```
 
-### JWT Token Auth
+### JWT Tokens
 
 ```yaml
 auth:
@@ -1177,14 +1440,67 @@ auth:
     public_key_type: ecdsa #rsa
 ```
 
-For JWT tokens we currently support tokens from a provider like Auth0
+For JWT tokens we currently support tokens from a provider like Auth0 or if you have a custom solution then we look for the `user_id` in the `subject` claim of of the `id token`. If you pick Auth0 then we derive two variables from the token `user_id` and `user_id_provider` for to use in your filters.
-or if you have a custom solution then we look for the `user_id` in the
-`subject` claim of of the `id token`. If you pick Auth0 then we derive two variables from the token `user_id` and `user_id_provider` for to use in your filters.
 
 We can get the JWT token either from the `authorization` header where we expect it to be a `bearer` token or if `cookie` is specified then we look there.
 
 For validation a `secret` or a public key (ecdsa or rsa) is required. When using public keys they have to be in a PEM format file.
 
+### HTTP Headers
+
+```yaml
+header:
+  name: X-AppEngine-QueueName
+  exists: true
+  #value: default
+```
+
+Header auth is usually the best option to authenticate requests to the action endpoints. For example you
+might want to use an action to refresh a materalized view every hour and only want a cron service like the Google AppEngine Cron service to make that request in this case a config similar to the one above will do. 
+
+The `exists: true` parameter ensures that only the existance of the header is checked not its value. The `value` parameter lets you confirm that the value matches the one assgined to the parameter. This helps in the case you are using a shared secret to protect the endpoint.
+
+### Named Auth
+
+```yaml
+# You can add additional named auths to use with actions
+# In this example actions using this auth can only be
+# called from the Google Appengine Cron service that
+# sets a special header to all it's requests
+auths:
+  - name: from_taskqueue
+    type: header
+    header:
+      name: X-Appengine-Cron
+      exists: true
+```
+
+In addition to the default auth configuration you can create additional named auth configurations to be used
+with features like `actions`. For example while your main GraphQL endpoint uses JWT for authentication you may want to use a header value to ensure your actions can only be called by clients having access to a shared secret
+or security header.
+
+## Actions
+
+Actions is a very useful feature that is currently work in progress. For now the best use case for actions is to
+refresh database tables like materialized views or call a database procedure to refresh a cache table, etc. An action creates an http endpoint that anyone can call to have the SQL query executed. The below example will create an endpoint `/api/v1/actions/refresh_leaderboard_users` any request send to that endpoint will cause the sql query to be executed. the `auth_name` points to a named auth that should be used to secure this endpoint. In future we have big plans to allow your own custom code to run using actions.
+
+```yaml
+actions:
+  - name: refresh_leaderboard_users
+    sql: REFRESH MATERIALIZED VIEW CONCURRENTLY "leaderboard_users"
+    auth_name: from_taskqueue
+```
+
+#### Using CURL to test a query
+
+```bash
+# fetch the response json directly from the endpoint using user id 5
+curl 'http://localhost:8080/api/v1/graphql' \
+  -H 'content-type: application/json' \
+  -H 'X-User-ID: 5' \
+  --data-binary '{"query":"{ products { name price users { email }}}"}'
+```
+
 ## Access Control
 
 It's common for APIs to control what information they return or insert based on the role of the user. In Super Graph we have two primary roles `user` and `anon` the first for users where a `user_id` is available the latter for users where it's not.
@@ -1197,7 +1513,6 @@ The `user` role can be divided up into further roles based on attributes in the
 
 Super Graph allows you to create roles dynamically using a `roles_query` and `  match` config values.
 
-
 ### Configure RBAC
 
 ```yaml
@@ -1334,7 +1649,7 @@ tables:
 ```
 
 
-## Configuration files
+## Configuration
 
 Configuration files can either be in YAML or JSON their names are derived from the `GO_ENV` variable, for example `GO_ENV=prod` will cause the `prod.yaml` config file to be used. or `GO_ENV=dev` will use the `dev.yaml`. A path to look for the config files in can be specified using the `-path <folder>` command line argument.
 
@@ -1430,6 +1745,22 @@ auth:
   #   public_key_file: /secrets/public_key.pem
   #   public_key_type: ecdsa #rsa
 
+  # header:
+  #   name: dnt
+  #   exists: true
+  #   value: localhost:8080
+
+# You can add additional named auths to use with actions
+# In this example actions using this auth can only be
+# called from the Google Appengine Cron service that
+# sets a special header to all it's requests
+auths:
+  - name: from_taskqueue
+    type: header
+    header:
+      name: X-Appengine-Cron
+      exists: true
+
 database:
   type: postgres
   host: db
@@ -1460,6 +1791,17 @@ database:
     - encrypted
     - token
 
+# Create custom actions with their own api endpoints
+# For example the below action will be available at /api/v1/actions/refresh_leaderboard_users
+# A request to this url will execute the configured SQL query
+# which in this case refreshes a materialized view in the database.
+# The auth_name is from one of the configured auths
+actions:
+  - name: refresh_leaderboard_users
+    sql: REFRESH MATERIALIZED VIEW CONCURRENTLY "leaderboard_users"
+    auth_name: from_taskqueue
+
+
 tables:
   - name: customers
     remotes:
@@ -1560,6 +1902,71 @@ SG_AUTH_RAILS_REDIS_PASSWORD
 SG_AUTH_JWT_PUBLIC_KEY_FILE
 ```
 
+## YugabyteDB
+
+Yugabyte is an open-source, geo-distrubuted cloud-native relational DB that scales horizontally. Super Graph works with Yugabyte right out of the box. If you think you're data needs will outgrow Postgres and you don't really want to deal with sharding then Yugabyte is the way to go. Just point Super Graph to your Yugabyte DB and everything will just work including running migrations, seeding, querying, mutations, etc.
+
+To use Yugabyte in your local development flow just uncomment the following lines in the `docker-compose.yml` file that is part of your Super Graph app. Also remember to comment out the originl postgres `db` config.
+
+```yaml
+  # Postgres DB
+  # db:
+  #   image: postgres:latest
+  #   ports:
+  #     - "5432:5432"
+  
+  #Standard config to run a single node of Yugabyte
+  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
+
+  # Environment variables to point Super Graph to Yugabyte
+  # This is required since it uses a different user and port number
+  yourapp_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:
+      - "8080:8080"
+    depends_on:
+      - db
+```
+
 ## Developing Super Graph
 
 If you want to build and run Super Graph from code then the below commands will build the web ui and launch Super Graph in developer mode with a watcher to rebuild on code changes. And the demo rails app is also launched to make it essier to test changes.

go.mod

@@ -12,6 +12,7 @@ require (
 	github.com/dgrijalva/jwt-go v3.2.0+incompatible
 	github.com/dlclark/regexp2 v1.2.0 // indirect
 	github.com/dop251/goja v0.0.0-20190912223329-aa89e6a4c733
+	github.com/dvyukov/go-fuzz v0.0.0-20191206100749-a378175e205c // indirect
 	github.com/fsnotify/fsnotify v1.4.7
 	github.com/garyburd/redigo v1.6.0
 	github.com/go-sourcemap/sourcemap v2.1.2+incompatible // indirect

go.sum

@@ -54,6 +54,8 @@ 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 v0.0.0-20190912223329-aa89e6a4c733 h1:cyNc40Dx5YNEO94idePU8rhVd3dn+sd04Arh0kDBAaw=
 github.com/dop251/goja v0.0.0-20190912223329-aa89e6a4c733/go.mod h1:Mw6PkjjMXWbTj+nnj4s3QPXq1jaT0s5pC0iFD4+BOAA=
+github.com/dvyukov/go-fuzz v0.0.0-20191206100749-a378175e205c h1:/bXaeEuNG6V0HeyEGw11DYLW5BGsOPlcVRIXbHNUWSo=
+github.com/dvyukov/go-fuzz v0.0.0-20191206100749-a378175e205c/go.mod h1:11Gm+ccJnvAhCNLlf5+cS9KjtbaD5I5zaZpFMsTHWTw=
 github.com/fsnotify/fsnotify v1.4.7 h1:IXs+QLmnXW2CcXuY+8Mzv/fWEsPGWxqefPtCP5CnV9I=
 github.com/fsnotify/fsnotify v1.4.7/go.mod h1:jwhsz4b93w/PPRr/qN1Yymfu8t87LnFCMoQvtojpjFo=
 github.com/garyburd/redigo v1.6.0 h1:0VruCpn7yAIIu7pWVClQC8wxCJEcG3nyzpMSHKi1PQc=

jsn/bench.0

@@ -0,0 +1,9 @@
+goos: darwin
+goarch: amd64
+pkg: github.com/dosco/super-graph/jsn
+BenchmarkGet-8       	   13310	     88437 ns/op	    3328 B/op	       2 allocs/op
+BenchmarkFilter-8    	  182232	      6922 ns/op	     448 B/op	       1 allocs/op
+BenchmarkStrip-8     	  162709	      6560 ns/op	     224 B/op	       1 allocs/op
+BenchmarkReplace-8   	   85846	     13996 ns/op	     416 B/op	       1 allocs/op
+PASS
+ok  	github.com/dosco/super-graph/jsn	5.913s

jsn/filter.go

@@ -109,7 +109,7 @@ func Filter(w *bytes.Buffer, b []byte, keys []string) error {
 		case state == expectValue && b[i] == 'n':
 			state = expectNull
 
-		case state == expectNull && b[i] == 'l':
+		case state == expectNull && (b[i-1] == 'l' && b[i] == 'l'):
 			e = i
 		}
 

jsn/get.go

@@ -117,8 +117,9 @@ func Get(b []byte, keys [][]byte) []Field {
 
 		case state == expectValue && b[i] == 'n':
 			state = expectNull
+			s = i
 
-		case state == expectNull && b[i] == 'l':
+		case state == expectNull && (b[i-1] == 'l' && b[i] == 'l'):
 			e = i
 		}
 
@@ -130,6 +131,20 @@ func Get(b []byte, keys [][]byte) []Field {
 				n++
 			}
 
+			if state == expectListClose {
+			loop:
+				for j := i + 1; j < len(b); j++ {
+					switch b[j] {
+					case ' ', '\t', '\n':
+						continue
+					case '{':
+						break loop
+					}
+					i = e
+					break loop
+				}
+			}
+
 			state = expectKey
 			e = 0
 		}

jsn/json_test.go

@@ -9,11 +9,11 @@ var (
 	input1 = `
 	{ 
 	"data": {
-	"test": { "__twitter_id": "ABCD" },
+	"test_1a": { "__twitter_id": "ABCD" },
 	"users": [
 		{
 			"id": 1,
-			"full_name": "'Sidney Stroman'",
+			"full_name": "'Sidney St[1]roman'",
 			"email": "user0@demo.com",
 			"__twitter_id": "2048666903444506956",
 			"embed": {
@@ -108,7 +108,7 @@ var (
 	input2 = `
 	[{
 		"id": 1,
-		"full_name": "Sidney Stroman",
+		"full_name": "Sidney St[1]roman",
 		"email": "user0@demo.com",
 		"__twitter_id": "2048666903444506956",
 		"something": null,
@@ -130,7 +130,7 @@ var (
 	input3 = `
 	{ 
 		"data": {
-			"test": { "__twitter_id": "ABCD" },
+			"test_1a": { "__twitter_id": "ABCD" },
 			"users": [{"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}]
 		}
 	}`
@@ -138,7 +138,7 @@ var (
 	input4 = `
 	{ "users" : [{
 		"id": 1,
-		"full_name": "Sidney Stroman",
+		"full_name": "Sidney St[1]roman",
 		"email": "user0@demo.com",
 		"__twitter_id": "2048666903444506956",
 		"embed": {
@@ -155,24 +155,29 @@ var (
 		"email": "user1@demo.com",
 		"__twitter_id": [{ "name": "hello" }, { "name": "world"}]
 	}] }`
+
+	input5 = `
+	{"data":{"title":"In September 2018, Slovak police stated that Kuciak was murdered because of his investigative work, and that the murder had been ordered.[9][10] They arrested eight suspects,[11] charging three of them with first-degree murder.[11]","topics":["cpp"]},"a":["1111"]},"thread_slug":"in-september-2018-slovak-police-stated-that-kuciak-7929",}`
+
+	input6 = `
+	{"users" : [{"id" : 1, "email" : "vicram@gmail.com", "slug" : "vikram-rangnekar", "threads" : [], "threads_cursor" : null}, {"id" : 3, "email" : "marareilly@lang.name", "slug" : "raymundo-corwin", "threads" : [{"id" : 9, "title" : "Et alias et aut porro praesentium nam in voluptatem reiciendis quisquam perspiciatis inventore eos quia et et enim qui amet."}, {"id" : 25, "title" : "Ipsam quam nemo culpa tempore amet optio sit sed eligendi autem consequatur quaerat rem velit quibusdam quibusdam optio a voluptatem."}], "threads_cursor" : 25}], "users_cursor" : 3}`
 )
 
 func TestGet(t *testing.T) {
 	values := Get([]byte(input1), [][]byte{
+		[]byte("test_1a"),
 		[]byte("__twitter_id"),
 		[]byte("work_email"),
 	})
 
 	expected := []Field{
+		{[]byte("test_1a"), []byte(`{ "__twitter_id": "ABCD" }`)},
 		{[]byte("__twitter_id"), []byte(`"ABCD"`)},
 		{[]byte("__twitter_id"), []byte(`"2048666903444506956"`)},
 		{[]byte("__twitter_id"), []byte(`"ABC123"`)},
 		{[]byte("__twitter_id"), []byte(`"more123"`)},
-		{[]byte("__twitter_id"),
+		{[]byte("__twitter_id"), []byte(`[{ "name": "hello" }, { "name": "world"}]`)},
-			[]byte(`[{ "name": "hello" }, { "name": "world"}]`)},
+		{[]byte("__twitter_id"), []byte(`{ "name": "\"hellos\"", "address": { "work": "1 infinity loop" } }`)},
-		{[]byte("__twitter_id"),
-			[]byte(`{ "name": "\"hellos\"", "address": { "work": "1 infinity loop" } }`),
-		},
 		{[]byte("__twitter_id"), []byte(`1234567890`)},
 		{[]byte("__twitter_id"), []byte(`1.23E`)},
 		{[]byte("__twitter_id"), []byte(`true`)},
@@ -201,6 +206,56 @@ func TestGet(t *testing.T) {
 	}
 }
 
+func TestGet1(t *testing.T) {
+	values := Get([]byte(input5), [][]byte{
+		[]byte("thread_slug"),
+	})
+
+	expected := []Field{
+		{[]byte("thread_slug"), []byte(`"in-september-2018-slovak-police-stated-that-kuciak-7929"`)},
+	}
+
+	if len(values) != len(expected) {
+		t.Fatal("len(values) != len(expected)")
+	}
+
+	for i := range expected {
+		if !bytes.Equal(values[i].Key, expected[i].Key) {
+			t.Error(string(values[i].Key), " != ", string(expected[i].Key))
+		}
+
+		if !bytes.Equal(values[i].Value, expected[i].Value) {
+			t.Error(string(values[i].Value), " != ", string(expected[i].Value))
+		}
+	}
+}
+
+func TestGet2(t *testing.T) {
+	values := Get([]byte(input6), [][]byte{
+		[]byte("users_cursor"), []byte("threads_cursor"),
+	})
+
+	expected := []Field{
+		{[]byte("threads_cursor"), []byte(`null`)},
+		{[]byte("threads_cursor"), []byte(`25`)},
+		{[]byte("users_cursor"), []byte(`3`)},
+	}
+
+	if len(values) != len(expected) {
+		t.Fatal("len(values) != len(expected)")
+	}
+
+	for i := range expected {
+		if !bytes.Equal(values[i].Key, expected[i].Key) {
+			t.Error(string(values[i].Key), " != ", string(expected[i].Key))
+		}
+
+		if !bytes.Equal(values[i].Value, expected[i].Value) {
+			t.Error(string(values[i].Value), " != ", string(expected[i].Value))
+		}
+	}
+}
+
 func TestValue(t *testing.T) {
 	v1 := []byte("12345")
 	if !bytes.Equal(Value(v1), v1) {
@@ -230,7 +285,7 @@ func TestFilter1(t *testing.T) {
 		t.Error(err)
 	}
 
-	expected := `[{"id": 1,"full_name": "Sidney Stroman","embed": {"id": 8,"full_name": "Caroll Orn Sr.","email": "joannarau@hegmann.io","__twitter_id": "ABC123"}},{"id": 2,"full_name": "Jerry Dickinson"}]`
+	expected := `[{"id": 1,"full_name": "Sidney St[1]roman","embed": {"id": 8,"full_name": "Caroll Orn Sr.","email": "joannarau@hegmann.io","__twitter_id": "ABC123"}},{"id": 2,"full_name": "Jerry Dickinson"}]`
 
 	if b.String() != expected {
 		t.Error("Does not match expected json")
@@ -306,7 +361,7 @@ func TestReplace(t *testing.T) {
 
 	expected := `{ "users" : [{
 		"id": 1,
-		"full_name": "Sidney Stroman",
+		"full_name": "Sidney St[1]roman",
 		"email": "user0@demo.com",
 		"__twitter_id": "2048666903444506956",
 		"embed": {
@@ -338,7 +393,7 @@ func TestReplace(t *testing.T) {
 func TestReplaceEmpty(t *testing.T) {
 	var buf bytes.Buffer
 
-	json := `{ "users" : [{"id":1,"full_name":"Sidney Stroman","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"}] }`
+	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{})
 	if err != nil {
@@ -395,7 +450,7 @@ func TestKeys3(t *testing.T) {
 	json := `{
 		"insert": {
 			"created_at": "now",
-			"test": { "type1": "a", "type2": "b" },
+			"test_1a": { "type1": "a", "type2": "b" },
 			"name": "Hello",
 			"updated_at": "now",
 			"description": "World"
@@ -406,7 +461,7 @@ func TestKeys3(t *testing.T) {
 	fields := Keys([]byte(json))
 
 	exp := []string{
-		"insert", "created_at", "test", "type1", "type2", "name", "updated_at", "description",
+		"insert", "created_at", "test_1a", "type1", "type2", "name", "updated_at", "description",
 		"user",
 	}
 

jsn/keys.go

@@ -101,8 +101,9 @@ func Keys(b []byte) [][]byte {
 
 		case state == expectValue && b[i] == 'n':
 			state = expectNull
+			s = i
 
-		case state == expectNull && b[i] == 'l':
+		case state == expectNull && (b[i-1] == 'l' && b[i] == 'l'):
 			e = i
 		}
 
@@ -111,6 +112,19 @@ func Keys(b []byte) [][]byte {
 				res = append(res, k)
 			}
 
+			if state == expectListClose {
+			loop:
+				for j := i + 1; j < len(b); j++ {
+					switch b[j] {
+					case ' ', '\t', '\n':
+						continue
+					case '{':
+						break loop
+					}
+					i = e
+					break loop
+				}
+			}
 			state = expectKey
 			k = nil
 			e = 0

jsn/replace.go

@@ -104,8 +104,9 @@ func Replace(w *bytes.Buffer, b []byte, from, to []Field) error {
 
 		case state == expectValue && b[i] == 'n':
 			state = expectNull
+			s = i
 
-		case state == expectNull && b[i] == 'l':
+		case state == expectNull && (b[i-1] == 'l' && b[i] == 'l'):
 			e = i
 		}
 

jsn/strip.go

@@ -82,8 +82,9 @@ func Strip(b []byte, path [][]byte) []byte {
 
 		case state == expectValue && b[i] == 'n':
 			state = expectNull
+			s = i
 
-		case state == expectNull && b[i] == 'l':
+		case state == expectNull && (b[i-1] == 'l' && b[i] == 'l'):
 			e = i
 		}
 

main.go

@@ -5,5 +5,5 @@ import (
 )
 
 func main() {
-	serv.Init()
+	serv.Cmd()
 }

migrate/migrate.go

@@ -257,7 +257,7 @@ func (m *Migrator) MigrateTo(targetVersion int32) (err error) {
 	ctx := context.Background()
 	// Lock to ensure multiple migrations cannot occur simultaneously
 	lockNum := int64(9628173550095224) // arbitrary random number
-	if _, lockErr := m.conn.Exec(ctx, "select pg_advisory_lock($1)", lockNum); lockErr != nil {
+	if _, lockErr := m.conn.Exec(ctx, "select pg_try_advisory_lock($1)", lockNum); lockErr != nil {
 		return lockErr
 	}
 	defer func() {
@@ -331,9 +331,9 @@ func (m *Migrator) MigrateTo(targetVersion int32) (err error) {
 		}
 
 		// Reset all database connection settings. Important to do before updating version as search_path may have been changed.
-		if _, err := tx.Exec(ctx, "reset all"); err != nil {
+		// if _, err := tx.Exec(ctx, "reset all"); err != nil {
-			return err
+		// 	return err
-		}
+		// }
 
 		// Add one to the version
 		_, err = tx.Exec(ctx, "update "+m.versionTable+" set version=$1", sequence)

psql/columns.go

@@ -0,0 +1,198 @@
+//nolint:errcheck
+package psql
+
+import (
+	"errors"
+	"io"
+	"strings"
+
+	"github.com/dosco/super-graph/qcode"
+)
+
+func (c *compilerContext) renderBaseColumns(
+	sel *qcode.Select,
+	ti *DBTableInfo,
+	childCols []*qcode.Column,
+	skipped uint32) ([]int, bool, error) {
+
+	var realColsRendered []int
+
+	colcount := (len(sel.Cols) + len(sel.OrderBy) + 1)
+	colmap := make(map[string]struct{}, colcount)
+
+	isSearch := sel.Args["search"] != nil
+	isCursorPaged := sel.Paging.Type != qcode.PtOffset
+	isAgg := false
+
+	i := 0
+	for n, col := range sel.Cols {
+		cn := col.Name
+		colmap[cn] = struct{}{}
+
+		_, isRealCol := ti.ColMap[cn]
+
+		if isRealCol {
+			c.renderComma(i)
+			realColsRendered = append(realColsRendered, n)
+			colWithTable(c.w, ti.Name, cn)
+			i++
+			continue
+		}
+
+		if isSearch && !isRealCol {
+			switch {
+			case cn == "search_rank":
+				if err := c.renderColumnSearchRank(sel, ti, col, i); err != nil {
+					return nil, false, err
+				}
+				i++
+
+			case strings.HasPrefix(cn, "search_headline_"):
+				if err := c.renderColumnSearchHeadline(sel, ti, col, i); err != nil {
+					return nil, false, err
+				}
+				i++
+
+			}
+		} else {
+			if err := c.renderColumnFunction(sel, ti, col, i); err != nil {
+				return nil, false, err
+			}
+			isAgg = true
+			i++
+
+		}
+	}
+
+	if isCursorPaged {
+		if _, ok := colmap[ti.PrimaryCol.Key]; !ok {
+			colmap[ti.PrimaryCol.Key] = struct{}{}
+			c.renderComma(i)
+			colWithTable(c.w, ti.Name, ti.PrimaryCol.Name)
+		}
+		i++
+	}
+
+	for _, ob := range sel.OrderBy {
+		if _, ok := colmap[ob.Col]; ok {
+			continue
+		}
+		colmap[ob.Col] = struct{}{}
+		c.renderComma(i)
+		colWithTable(c.w, ti.Name, ob.Col)
+		i++
+	}
+
+	for _, col := range childCols {
+		if _, ok := colmap[col.Name]; ok {
+			continue
+		}
+		c.renderComma(i)
+		colWithTable(c.w, col.Table, col.Name)
+		i++
+	}
+
+	return realColsRendered, isAgg, nil
+}
+
+func (c *compilerContext) renderColumnSearchRank(sel *qcode.Select, ti *DBTableInfo, col qcode.Column, columnsRendered int) error {
+	if isColumnBlocked(sel, col.Name) {
+		return nil
+	}
+
+	if ti.TSVCol == nil {
+		return errors.New("no ts_vector column found")
+	}
+	cn := ti.TSVCol.Name
+	arg := sel.Args["search"]
+
+	c.renderComma(columnsRendered)
+	//fmt.Fprintf(w, `ts_rank("%s"."%s", websearch_to_tsquery('%s')) AS %s`,
+	//c.sel.Name, cn, arg.Val, col.Name)
+	io.WriteString(c.w, `ts_rank(`)
+	colWithTable(c.w, ti.Name, cn)
+	if c.schema.ver >= 110000 {
+		io.WriteString(c.w, `, websearch_to_tsquery('{{`)
+	} else {
+		io.WriteString(c.w, `, to_tsquery('{{`)
+	}
+	io.WriteString(c.w, arg.Val)
+	io.WriteString(c.w, `}}'))`)
+	alias(c.w, col.Name)
+
+	return nil
+}
+
+func (c *compilerContext) renderColumnSearchHeadline(sel *qcode.Select, ti *DBTableInfo, col qcode.Column, columnsRendered int) error {
+	cn := col.Name[16:]
+
+	if isColumnBlocked(sel, cn) {
+		return nil
+	}
+	arg := sel.Args["search"]
+
+	c.renderComma(columnsRendered)
+	//fmt.Fprintf(w, `ts_headline("%s"."%s", websearch_to_tsquery('%s')) AS %s`,
+	//c.sel.Name, cn, arg.Val, col.Name)
+	io.WriteString(c.w, `ts_headline(`)
+	colWithTable(c.w, ti.Name, cn)
+	if c.schema.ver >= 110000 {
+		io.WriteString(c.w, `, websearch_to_tsquery('{{`)
+	} else {
+		io.WriteString(c.w, `, to_tsquery('{{`)
+	}
+	io.WriteString(c.w, arg.Val)
+	io.WriteString(c.w, `}}'))`)
+	alias(c.w, col.Name)
+
+	return nil
+}
+
+func (c *compilerContext) renderColumnFunction(sel *qcode.Select, ti *DBTableInfo, col qcode.Column, columnsRendered int) error {
+	pl := funcPrefixLen(col.Name)
+	// if pl == 0 {
+	// 	//fmt.Fprintf(w, `'%s not defined' AS %s`, cn, col.Name)
+	// 	io.WriteString(c.w, `'`)
+	// 	io.WriteString(c.w, col.Name)
+	// 	io.WriteString(c.w, ` not defined'`)
+	// 	alias(c.w, col.Name)
+	// }
+
+	if pl == 0 || !sel.Functions {
+		return nil
+	}
+
+	cn := col.Name[pl:]
+
+	if isColumnBlocked(sel, cn) {
+		return nil
+	}
+
+	fn := cn[0 : pl-1]
+
+	c.renderComma(columnsRendered)
+
+	//fmt.Fprintf(w, `%s("%s"."%s") AS %s`, fn, c.sel.Name, cn, col.Name)
+	io.WriteString(c.w, fn)
+	io.WriteString(c.w, `(`)
+	colWithTable(c.w, ti.Name, cn)
+	io.WriteString(c.w, `)`)
+	alias(c.w, col.Name)
+
+	return nil
+}
+
+func (c *compilerContext) renderComma(columnsRendered int) {
+	if columnsRendered != 0 {
+		io.WriteString(c.w, `, `)
+	}
+}
+
+func isColumnBlocked(sel *qcode.Select, name string) bool {
+	if len(sel.Allowed) != 0 {
+		if _, ok := sel.Allowed[name]; !ok {
+			return true
+		}
+	}
+	return false
+}

psql/fuzz.go

@@ -0,0 +1,54 @@
+// +build gofuzz
+
+package psql
+
+import (
+	"encoding/json"
+	"github.com/dosco/super-graph/qcode"
+)
+
+var (
+	qcompileTest, _ = qcode.NewCompiler(qcode.Config{})
+
+	schema = getTestSchema()
+
+	vars = NewVariables(map[string]string{
+		"admin_account_id": "5",
+	})
+
+	pcompileTest = NewCompiler(Config{
+		Schema: schema,
+		Vars:   vars,
+	})
+)
+
+// FuzzerEntrypoint for Fuzzbuzz
+func Fuzz(data []byte) int {
+	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)
+	if err != nil {
+		return 0
+	}
+
+	return 1
+}

psql/insert.go

@@ -15,7 +15,10 @@ func (c *compilerContext) renderInsert(qc *qcode.QCode, w io.Writer,
 
 	insert, ok := vars[qc.ActionVar]
 	if !ok {
-		return 0, fmt.Errorf("Variable '%s' not !defined", qc.ActionVar)
+		return 0, fmt.Errorf("variable '%s' not defined", qc.ActionVar)
+	}
+	if len(insert) == 0 {
+		return 0, fmt.Errorf("variable '%s' is empty", qc.ActionVar)
 	}
 
 	io.WriteString(c.w, `WITH "_sg_input" AS (SELECT '{{`)
@@ -147,7 +150,14 @@ func renderNestedInsertRelColumns(w io.Writer, item kvitem, values bool) error {
 					io.WriteString(w, `, `)
 				}
 				if values {
+					if v._ctype > 0 {
+						io.WriteString(w, `"_x_`)
+						io.WriteString(w, v.relCP.Left.Table)
+						io.WriteString(w, `".`)
+						quoted(w, v.relCP.Left.Col)
+					} else {
 						colWithTable(w, v.relCP.Left.Table, v.relCP.Left.Col)
+					}
 				} else {
 					quoted(w, v.relCP.Right.Col)
 				}
@@ -166,15 +176,21 @@ func renderNestedInsertRelTables(w io.Writer, item kvitem) error {
 			io.WriteString(w, `, `)
 		}
 	} else {
-		// Render child foreign key columns if child-to-parent
+		// Render tables needed to set values if child-to-parent
 		// relationship is one-to-many
 		for _, v := range item.items {
 			if v.relCP.Type == RelOneToMany {
+				if v._ctype > 0 {
+					io.WriteString(w, `"_x_`)
+					io.WriteString(w, v.relCP.Left.Table)
+					io.WriteString(w, `", `)
+				} else {
 					quoted(w, v.relCP.Left.Table)
 					io.WriteString(w, `, `)
 				}
 			}
 		}
+	}
 
 	return nil
 }

psql/insert_test.go

@@ -12,68 +12,41 @@ func simpleInsert(t *testing.T) {
 		}
 	}`
 
-	sql := `WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "users" AS (INSERT INTO "users" ("full_name", "email") SELECT "t"."full_name", "t"."email" FROM "_sg_input" i, json_populate_record(NULL::users, i.j) t 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"}`),
 	}
 
-	resSQL, err := compileGQLToPSQL(gql, vars, "user")
+	compileGQLToPSQL(t, gql, vars, "user")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func singleInsert(t *testing.T) {
 	gql := `mutation {
-		product(id: 15, insert: $insert) {
+		product(id: $id, insert: $insert) {
 			id
 			name
 		}
 	}`
 
-	sql := `WITH "_sg_input" AS (SELECT '{{insert}}' :: json AS j), "products" AS (INSERT INTO "products" ("name", "description", "price", "user_id") SELECT "t"."name", "t"."description", "t"."price", "t"."user_id" FROM "_sg_input" i, json_populate_record(NULL::products, i.j) t RETURNING *) 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") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0" LIMIT ('1') :: integer) AS "sel_0"`
-
 	vars := map[string]json.RawMessage{
 		"insert": json.RawMessage(` { "name": "my_name", "price": 6.95, "description": "my_desc", "user_id": 5 }`),
 	}
 
-	resSQL, err := compileGQLToPSQL(gql, vars, "anon")
+	compileGQLToPSQL(t, gql, vars, "anon")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func bulkInsert(t *testing.T) {
 	gql := `mutation {
-		product(name: "test", id: 15, insert: $insert) {
+		product(name: "test", id: $id, insert: $insert) {
 			id
 			name
 		}
 	}`
 
-	sql := `WITH "_sg_input" AS (SELECT '{{insert}}' :: json AS j), "products" AS (INSERT INTO "products" ("name", "description") SELECT "t"."name", "t"."description" FROM "_sg_input" i, json_populate_recordset(NULL::products, i.j) t RETURNING *) 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") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0" LIMIT ('1') :: integer) AS "sel_0"`
-
 	vars := map[string]json.RawMessage{
 		"insert": json.RawMessage(` [{ "name": "my_name", "description": "my_desc"  }]`),
 	}
 
-	resSQL, err := compileGQLToPSQL(gql, vars, "anon")
+	compileGQLToPSQL(t, gql, vars, "anon")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func simpleInsertWithPresets(t *testing.T) {
@@ -83,20 +56,11 @@ func simpleInsertWithPresets(t *testing.T) {
 		}
 	}`
 
-	sql := `WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "products" AS (INSERT INTO "products" ("name", "price", "created_at", "updated_at", "user_id") SELECT "t"."name", "t"."price", 'now' :: timestamp without time zone, 'now' :: timestamp without time zone, '{{user_id}}' :: bigint FROM "_sg_input" i, json_populate_record(NULL::products, i.j) t RETURNING *) SELECT json_object_agg('product', json_0) FROM (SELECT row_to_json((SELECT "json_row_0" FROM (SELECT "products_0"."id" AS "id") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."id" FROM "products" LIMIT ('1') :: integer) AS "products_0" LIMIT ('1') :: integer) AS "sel_0"`
-
 	vars := map[string]json.RawMessage{
 		"data": json.RawMessage(`{"name": "Tomato", "price": 5.76}`),
 	}
 
-	resSQL, err := compileGQLToPSQL(gql, vars, "user")
+	compileGQLToPSQL(t, gql, vars, "user")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func nestedInsertManyToMany(t *testing.T) {
@@ -118,10 +82,6 @@ func nestedInsertManyToMany(t *testing.T) {
 		}
 	}`
 
-	sql1 := `WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "customers" AS (INSERT INTO "customers" ("full_name", "email") SELECT "t"."full_name", "t"."email" FROM "_sg_input" i, json_populate_record(NULL::customers, i.j->'customer') t RETURNING *), "products" AS (INSERT INTO "products" ("name", "price") SELECT "t"."name", "t"."price" FROM "_sg_input" i, json_populate_record(NULL::products, i.j->'product') t RETURNING *), "purchases" AS (INSERT INTO "purchases" ("sale_type", "quantity", "due_date", "product_id", "customer_id") SELECT "t"."sale_type", "t"."quantity", "t"."due_date", "products"."id", "customers"."id" FROM "_sg_input" i, "products", "customers", json_populate_record(NULL::purchases, i.j) t RETURNING *) SELECT json_object_agg('purchase', json_0) FROM (SELECT row_to_json((SELECT "json_row_0" FROM (SELECT "purchases_0"."sale_type" AS "sale_type", "purchases_0"."quantity" AS "quantity", "purchases_0"."due_date" AS "due_date", "product_1_join"."json_1" AS "product", "customer_2_join"."json_2" AS "customer") AS "json_row_0")) AS "json_0" 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 row_to_json((SELECT "json_row_2" FROM (SELECT "customers_2"."id" AS "id", "customers_2"."full_name" AS "full_name", "customers_2"."email" AS "email") AS "json_row_2")) AS "json_2" FROM (SELECT "customers"."id", "customers"."full_name", "customers"."email" FROM "customers" WHERE ((("customers"."id") = ("purchases_0"."customer_id"))) LIMIT ('1') :: integer) AS "customers_2" LIMIT ('1') :: integer) AS "customer_2_join" ON ('true') LEFT OUTER JOIN LATERAL (SELECT row_to_json((SELECT "json_row_1" FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "products_1"."price" AS "price") AS "json_row_1")) AS "json_1" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."id") = ("purchases_0"."product_id"))) LIMIT ('1') :: integer) AS "products_1" LIMIT ('1') :: integer) AS "product_1_join" ON ('true') LIMIT ('1') :: integer) AS "sel_0"`
-
-	sql2 := `WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "products" AS (INSERT INTO "products" ("name", "price") SELECT "t"."name", "t"."price" FROM "_sg_input" i, json_populate_record(NULL::products, i.j->'product') t RETURNING *), "customers" AS (INSERT INTO "customers" ("full_name", "email") SELECT "t"."full_name", "t"."email" FROM "_sg_input" i, json_populate_record(NULL::customers, i.j->'customer') t RETURNING *), "purchases" AS (INSERT INTO "purchases" ("sale_type", "quantity", "due_date", "customer_id", "product_id") SELECT "t"."sale_type", "t"."quantity", "t"."due_date", "customers"."id", "products"."id" FROM "_sg_input" i, "customers", "products", json_populate_record(NULL::purchases, i.j) t RETURNING *) SELECT json_object_agg('purchase', json_0) FROM (SELECT row_to_json((SELECT "json_row_0" FROM (SELECT "purchases_0"."sale_type" AS "sale_type", "purchases_0"."quantity" AS "quantity", "purchases_0"."due_date" AS "due_date", "product_1_join"."json_1" AS "product", "customer_2_join"."json_2" AS "customer") AS "json_row_0")) AS "json_0" 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 row_to_json((SELECT "json_row_2" FROM (SELECT "customers_2"."id" AS "id", "customers_2"."full_name" AS "full_name", "customers_2"."email" AS "email") AS "json_row_2")) AS "json_2" FROM (SELECT "customers"."id", "customers"."full_name", "customers"."email" FROM "customers" WHERE ((("customers"."id") = ("purchases_0"."customer_id"))) LIMIT ('1') :: integer) AS "customers_2" LIMIT ('1') :: integer) AS "customer_2_join" ON ('true') LEFT OUTER JOIN LATERAL (SELECT row_to_json((SELECT "json_row_1" FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "products_1"."price" AS "price") AS "json_row_1")) AS "json_1" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."id") = ("purchases_0"."product_id"))) LIMIT ('1') :: integer) AS "products_1" LIMIT ('1') :: integer) AS "product_1_join" ON ('true') LIMIT ('1') :: integer) AS "sel_0"`
-
 	vars := map[string]json.RawMessage{
 		"data": json.RawMessage(` {
 			"sale_type": "bought",
@@ -139,16 +99,7 @@ func nestedInsertManyToMany(t *testing.T) {
 	`),
 	}
 
-	for i := 0; i < 1000; i++ {
+	compileGQLToPSQL(t, gql, vars, "admin")
-		resSQL, err := compileGQLToPSQL(gql, vars, "admin")
-		if err != nil {
-			t.Fatal(err)
-		}
-
-		if string(resSQL) != sql1 && string(resSQL) != sql2 {
-			t.Fatal(errNotExpected)
-		}
-	}
 }
 
 func nestedInsertOneToMany(t *testing.T) {
@@ -165,8 +116,6 @@ func nestedInsertOneToMany(t *testing.T) {
 		}
 	}`
 
-	sql := `WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "users" AS (INSERT INTO "users" ("full_name", "email", "created_at", "updated_at") SELECT "t"."full_name", "t"."email", "t"."created_at", "t"."updated_at" FROM "_sg_input" i, json_populate_record(NULL::users, i.j) t RETURNING *), "products" AS (INSERT INTO "products" ("name", "price", "created_at", "updated_at", "user_id") SELECT "t"."name", "t"."price", "t"."created_at", "t"."updated_at", "users"."id" FROM "_sg_input" i, "users", json_populate_record(NULL::products, i.j->'product') t 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"."full_name" AS "full_name", "users_0"."email" AS "email", "product_1_join"."json_1" AS "product") AS "json_row_0")) AS "json_0" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" LIMIT ('1') :: integer) AS "users_0" LEFT OUTER JOIN LATERAL (SELECT row_to_json((SELECT "json_row_1" FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "products_1"."price" AS "price") AS "json_row_1")) AS "json_1" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."user_id") = ("users_0"."id"))) LIMIT ('1') :: integer) AS "products_1" LIMIT ('1') :: integer) AS "product_1_join" ON ('true') LIMIT ('1') :: integer) AS "sel_0"`
-
 	vars := map[string]json.RawMessage{
 		"data": json.RawMessage(`{
 			"email": "thedude@rug.com",
@@ -182,14 +131,7 @@ func nestedInsertOneToMany(t *testing.T) {
 		}`),
 	}
 
-	resSQL, err := compileGQLToPSQL(gql, vars, "admin")
+	compileGQLToPSQL(t, gql, vars, "admin")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func nestedInsertOneToOne(t *testing.T) {
@@ -205,8 +147,6 @@ func nestedInsertOneToOne(t *testing.T) {
 		}
 	}`
 
-	sql := `WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "users" AS (INSERT INTO "users" ("full_name", "email", "created_at", "updated_at") SELECT "t"."full_name", "t"."email", "t"."created_at", "t"."updated_at" FROM "_sg_input" i, json_populate_record(NULL::users, i.j->'user') t RETURNING *), "products" AS (INSERT INTO "products" ("name", "price", "created_at", "updated_at", "user_id") SELECT "t"."name", "t"."price", "t"."created_at", "t"."updated_at", "users"."id" FROM "_sg_input" i, "users", json_populate_record(NULL::products, i.j) t RETURNING *) 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", "user_1_join"."json_1" AS "user") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT row_to_json((SELECT "json_row_1" FROM (SELECT "users_1"."id" AS "id", "users_1"."full_name" AS "full_name", "users_1"."email" AS "email") AS "json_row_1")) AS "json_1" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" WHERE ((("users"."id") = ("products_0"."user_id"))) LIMIT ('1') :: integer) AS "users_1" LIMIT ('1') :: integer) AS "user_1_join" ON ('true') LIMIT ('1') :: integer) AS "sel_0"`
-
 	vars := map[string]json.RawMessage{
 		"data": json.RawMessage(`{
 			"name": "Apple",
@@ -225,14 +165,7 @@ func nestedInsertOneToOne(t *testing.T) {
 		}`),
 	}
 
-	resSQL, err := compileGQLToPSQL(gql, vars, "admin")
+	compileGQLToPSQL(t, gql, vars, "admin")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func nestedInsertOneToManyWithConnect(t *testing.T) {
@@ -249,8 +182,6 @@ func nestedInsertOneToManyWithConnect(t *testing.T) {
 		}
 	}`
 
-	sql := `WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "users" AS (INSERT INTO "users" ("full_name", "email", "created_at", "updated_at") SELECT "t"."full_name", "t"."email", "t"."created_at", "t"."updated_at" FROM "_sg_input" i, json_populate_record(NULL::users, i.j) t RETURNING *), "products" AS ( UPDATE "products" SET "user_id" = "users"."id"FROM "users" WHERE ("products"."id" = '5') RETURNING "products".*) 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"."full_name" AS "full_name", "users_0"."email" AS "email", "product_1_join"."json_1" AS "product") AS "json_row_0")) AS "json_0" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" LIMIT ('1') :: integer) AS "users_0" LEFT OUTER JOIN LATERAL (SELECT row_to_json((SELECT "json_row_1" FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "products_1"."price" AS "price") AS "json_row_1")) AS "json_1" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."user_id") = ("users_0"."id"))) LIMIT ('1') :: integer) AS "products_1" LIMIT ('1') :: integer) AS "product_1_join" ON ('true') LIMIT ('1') :: integer) AS "sel_0"`
-
 	vars := map[string]json.RawMessage{
 		"data": json.RawMessage(`{
 			"email": "thedude@rug.com",
@@ -263,14 +194,7 @@ func nestedInsertOneToManyWithConnect(t *testing.T) {
 		}`),
 	}
 
-	resSQL, err := compileGQLToPSQL(gql, vars, "admin")
+	compileGQLToPSQL(t, gql, vars, "admin")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func nestedInsertOneToOneWithConnect(t *testing.T) {
@@ -278,6 +202,10 @@ func nestedInsertOneToOneWithConnect(t *testing.T) {
 		product(insert: $data) {
 			id
 			name
+			tags {
+				id
+				name
+			}
 			user {
 				id
 				full_name
@@ -286,8 +214,6 @@ func nestedInsertOneToOneWithConnect(t *testing.T) {
 		}
 	}`
 
-	sql := `WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "users" AS (SELECT * FROM "users" WHERE "users"."id" = '5' LIMIT 1), "products" AS (INSERT INTO "products" ("name", "price", "created_at", "updated_at", "user_id") SELECT "t"."name", "t"."price", "t"."created_at", "t"."updated_at", "users"."id" FROM "_sg_input" i, "users", json_populate_record(NULL::products, i.j) t RETURNING *) 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", "user_1_join"."json_1" AS "user") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT row_to_json((SELECT "json_row_1" FROM (SELECT "users_1"."id" AS "id", "users_1"."full_name" AS "full_name", "users_1"."email" AS "email") AS "json_row_1")) AS "json_1" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" WHERE ((("users"."id") = ("products_0"."user_id"))) LIMIT ('1') :: integer) AS "users_1" LIMIT ('1') :: integer) AS "user_1_join" ON ('true') LIMIT ('1') :: integer) AS "sel_0"`
-
 	vars := map[string]json.RawMessage{
 		"data": json.RawMessage(`{
 			"name": "Apple",
@@ -300,15 +226,36 @@ func nestedInsertOneToOneWithConnect(t *testing.T) {
 		}`),
 	}
 
-	resSQL, err := compileGQLToPSQL(gql, vars, "admin")
+	compileGQLToPSQL(t, gql, vars, "admin")
-	if err != nil {
-		t.Fatal(err)
 }
 
-	if string(resSQL) != sql {
+func nestedInsertOneToOneWithConnectArray(t *testing.T) {
-		t.Fatal(errNotExpected)
+	gql := `mutation {
+		product(insert: $data) {
+			id
+			name
+			user {
+				id
+				full_name
+				email
 			}
 		}
+	}`
+
+	vars := map[string]json.RawMessage{
+		"data": json.RawMessage(`{
+			"name": "Apple",
+			"price": 1.25,
+			"created_at": "now",
+			"updated_at": "now",
+			"user": {
+				"connect": { "id": [1,2] }
+			}
+		}`),
+	}
+
+	compileGQLToPSQL(t, gql, vars, "admin")
+}
 
 func TestCompileInsert(t *testing.T) {
 	t.Run("simpleInsert", simpleInsert)
@@ -320,4 +267,5 @@ func TestCompileInsert(t *testing.T) {
 	t.Run("nestedInsertOneToOne", nestedInsertOneToOne)
 	t.Run("nestedInsertOneToManyWithConnect", nestedInsertOneToManyWithConnect)
 	t.Run("nestedInsertOneToOneWithConnect", nestedInsertOneToOneWithConnect)
+	t.Run("nestedInsertOneToOneWithConnectArray", nestedInsertOneToOneWithConnectArray)
 }

psql/mutate.go

@@ -77,7 +77,7 @@ func (co *Compiler) compileMutation(qc *qcode.QCode, w io.Writer, vars Variables
 	root.Where = nil
 	root.Args = nil
 
-	return c.compileQuery(qc, w)
+	return c.compileQuery(qc, w, vars)
 }
 
 type kvitem struct {
@@ -101,6 +101,9 @@ type renitem struct {
 	data  map[string]json.RawMessage
 }
 
+// TODO: Handle cases where a column name matches the child table name
+// the child path needs to be exluded in the json sent to insert or update
+
 func (c *compilerContext) handleKVItem(st *util.Stack, item kvitem) error {
 	var data map[string]json.RawMessage
 	var array bool
@@ -124,9 +127,6 @@ func (c *compilerContext) handleKVItem(st *util.Stack, item kvitem) error {
 		if v[0] != '{' && v[0] != '[' {
 			continue
 		}
-		if _, ok := item.ti.ColMap[k]; ok {
-			continue
-		}
 
 		// Get child-to-parent relationship
 		relCP, err := c.schema.GetRel(k, item.key)
@@ -152,13 +152,9 @@ func (c *compilerContext) handleKVItem(st *util.Stack, item kvitem) error {
 				id++
 			}
 
-		} else {
-			ti, err := c.schema.GetTable(k)
-			if err != nil {
-				return err
-			}
 			// Get parent-to-child relationship
-			relPC, err := c.schema.GetRel(item.key, k)
+		} else if relPC, err := c.schema.GetRel(item.key, k); err == nil {
+			ti, err := c.schema.GetTable(k)
 			if err != nil {
 				return err
 			}
@@ -277,7 +273,11 @@ func (c *compilerContext) renderUnionStmt(w io.Writer, item renitem) error {
 		io.WriteString(w, ` SET `)
 		quoted(w, item.relPC.Right.Col)
 		io.WriteString(w, ` = `)
+
+		// When setting the id of the connected table in a one-to-many setting
+		// we always overwrite the value including for array columns
 		colWithTable(w, item.relPC.Left.Table, item.relPC.Left.Col)
+
 		io.WriteString(w, ` FROM `)
 		quoted(w, item.relPC.Left.Table)
 		io.WriteString(w, ` WHERE`)
@@ -290,7 +290,7 @@ func (c *compilerContext) renderUnionStmt(w io.Writer, item renitem) error {
 				} else {
 					io.WriteString(w, ` (`)
 				}
-				if err := renderKVItemWhere(w, v); err != nil {
+				if err := renderWhereFromJSON(w, v, "connect", v.val); err != nil {
 					return err
 				}
 				io.WriteString(w, `)`)
@@ -313,7 +313,19 @@ func (c *compilerContext) renderUnionStmt(w io.Writer, item renitem) error {
 		quoted(w, item.ti.Name)
 		io.WriteString(w, ` SET `)
 		quoted(w, item.relPC.Right.Col)
-		io.WriteString(w, ` = NULL`)
+		io.WriteString(w, ` = `)
+
+		if item.relPC.Right.Array {
+			io.WriteString(w, ` array_remove(`)
+			quoted(w, item.relPC.Right.Col)
+			io.WriteString(w, `, `)
+			colWithTable(w, item.relPC.Left.Table, item.relPC.Left.Col)
+			io.WriteString(w, `)`)
+
+		} else {
+			io.WriteString(w, ` NULL`)
+		}
+
 		io.WriteString(w, ` FROM `)
 		quoted(w, item.relPC.Left.Table)
 		io.WriteString(w, ` WHERE`)
@@ -326,7 +338,7 @@ func (c *compilerContext) renderUnionStmt(w io.Writer, item renitem) error {
 				} else {
 					io.WriteString(w, ` (`)
 				}
-				if err := renderKVItemWhere(w, v); err != nil {
+				if err := renderWhereFromJSON(w, v, "disconnect", v.val); err != nil {
 					return err
 				}
 				io.WriteString(w, `)`)
@@ -335,10 +347,11 @@ func (c *compilerContext) renderUnionStmt(w io.Writer, item renitem) error {
 		}
 		io.WriteString(w, ` RETURNING `)
 		quoted(w, item.ti.Name)
-		io.WriteString(w, `.*), `)
+		io.WriteString(w, `.*)`)
 	}
 
 	if connect && disconnect {
+		io.WriteString(w, `, `)
 		quoted(w, item.ti.Name)
 		io.WriteString(w, ` AS (`)
 		io.WriteString(w, `SELECT * FROM `)
@@ -433,7 +446,10 @@ func (c *compilerContext) renderUpsert(qc *qcode.QCode, w io.Writer,
 
 	upsert, ok := vars[qc.ActionVar]
 	if !ok {
-		return 0, fmt.Errorf("Variable '%s' not defined", qc.ActionVar)
+		return 0, fmt.Errorf("variable '%s' not defined", qc.ActionVar)
+	}
+	if len(upsert) == 0 {
+		return 0, fmt.Errorf("variable '%s' is empty", qc.ActionVar)
 	}
 
 	if ti.PrimaryCol == nil {
@@ -507,18 +523,33 @@ func (c *compilerContext) renderConnectStmt(qc *qcode.QCode, w io.Writer,
 	rel := item.relPC
 
 	// 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.
+	// Eg. Create product and connect a user to it.
 	if rel.Type != RelOneToOne {
 		return nil
 	}
 
-	io.WriteString(w, `, `)
+	io.WriteString(w, `, "_x_`)
-	quoted(w, item.ti.Name)
+	io.WriteString(c.w, item.ti.Name)
-	io.WriteString(c.w, ` AS (`)
+	io.WriteString(c.w, `" AS (SELECT `)
 
-	io.WriteString(c.w, `SELECT * FROM `)
+	if rel.Left.Array {
+		io.WriteString(w, `array_agg(DISTINCT `)
+		quoted(w, rel.Right.Col)
+		io.WriteString(w, `) AS `)
+		quoted(w, rel.Right.Col)
+
+	} else {
+		quoted(w, rel.Right.Col)
+
+	}
+
+	io.WriteString(c.w, ` FROM "_sg_input" i,`)
 	quoted(c.w, item.ti.Name)
+
 	io.WriteString(c.w, ` WHERE `)
-	if err := renderKVItemWhere(c.w, item.kvitem); err != nil {
+	if err := renderWhereFromJSON(c.w, item.kvitem, "connect", item.kvitem.val); err != nil {
 		return err
 	}
 	io.WriteString(c.w, ` LIMIT 1)`)
@@ -532,50 +563,105 @@ func (c *compilerContext) renderDisconnectStmt(qc *qcode.QCode, w io.Writer,
 	rel := item.relPC
 
 	// Render only for parent-to-child relationship of one-to-one
+	// For this to work the child needs to found first so it's
+	// null value can beset in the related column on the parent object.
+	// Eg. Update product and diconnect the user from it.
 	if rel.Type != RelOneToOne {
 		return nil
 	}
-	io.WriteString(w, `, `)
+	io.WriteString(w, `, "_x_`)
-	quoted(w, item.ti.Name)
+	io.WriteString(c.w, item.ti.Name)
-	io.WriteString(c.w, ` AS (`)
+	io.WriteString(c.w, `" AS (`)
 
+	if rel.Right.Array {
+		io.WriteString(c.w, `SELECT `)
+		quoted(w, rel.Right.Col)
+		io.WriteString(c.w, ` FROM "_sg_input" i,`)
+		quoted(c.w, item.ti.Name)
+		io.WriteString(c.w, ` WHERE `)
+		if err := renderWhereFromJSON(c.w, item.kvitem, "connect", item.kvitem.val); err != nil {
+			return err
+		}
+		io.WriteString(c.w, ` LIMIT 1))`)
+
+	} else {
 		io.WriteString(c.w, `SELECT * FROM (VALUES(NULL::`)
 		io.WriteString(w, rel.Right.col.Type)
 		io.WriteString(c.w, `)) AS LOOKUP(`)
 		quoted(w, rel.Right.Col)
 		io.WriteString(c.w, `))`)
+	}
 
 	return nil
 }
 
-func renderKVItemWhere(w io.Writer, item kvitem) error {
+func renderWhereFromJSON(w io.Writer, item kvitem, key string, val []byte) error {
-	return renderWhereFromJSON(w, item.ti.Name, item.val)
-}
-
-func renderWhereFromJSON(w io.Writer, table string, val []byte) error {
 	var kv map[string]json.RawMessage
+	ti := item.ti
+
 	if err := json.Unmarshal(val, &kv); err != nil {
 		return err
 	}
 	i := 0
 	for k, v := range kv {
+		col, ok := ti.ColMap[k]
+		if !ok {
+			continue
+		}
 		if i != 0 {
 			io.WriteString(w, ` AND `)
 		}
-		colWithTable(w, table, k)
+
-		io.WriteString(w, ` = '`)
+		if v[0] == '[' {
-		switch v[0] {
+			colWithTable(w, ti.Name, k)
-		case '"':
+
-			w.Write(v[1 : len(v)-1])
+			if col.Array {
-		default:
+				io.WriteString(w, ` && `)
-			w.Write(v)
+			} else {
+				io.WriteString(w, ` = `)
 			}
-		io.WriteString(w, `'`)
+
+			io.WriteString(w, `ANY((select a::`)
+			io.WriteString(w, col.Type)
+
+			io.WriteString(w, ` AS list from json_array_elements_text(`)
+			renderPathJSON(w, item, key, k)
+			io.WriteString(w, `::json) AS a))`)
+
+		} else if col.Array {
+			io.WriteString(w, `(`)
+			renderPathJSON(w, item, key, k)
+			io.WriteString(w, `)::`)
+			io.WriteString(w, col.Type)
+
+			io.WriteString(w, ` = ANY(`)
+			colWithTable(w, ti.Name, k)
+			io.WriteString(w, `)`)
+
+		} else {
+			colWithTable(w, ti.Name, k)
+
+			io.WriteString(w, `= (`)
+			renderPathJSON(w, item, key, k)
+			io.WriteString(w, `)::`)
+			io.WriteString(w, col.Type)
+		}
+
 		i++
 	}
 	return nil
 }
 
+func renderPathJSON(w io.Writer, item kvitem, key1, key2 string) {
+	io.WriteString(w, `(i.j->`)
+	joinPath(w, item.path)
+	io.WriteString(w, `->'`)
+	io.WriteString(w, key1)
+	io.WriteString(w, `'->>'`)
+	io.WriteString(w, key2)
+	io.WriteString(w, `')`)
+}
+
 func renderCteName(w io.Writer, item kvitem) error {
 	io.WriteString(w, `"`)
 	io.WriteString(w, item.ti.Name)
@@ -596,12 +682,6 @@ func renderCteNameWithSuffix(w io.Writer, item kvitem, suffix string) error {
 	return nil
 }
 
-func quoted(w io.Writer, identifier string) {
-	io.WriteString(w, `"`)
-	io.WriteString(w, identifier)
-	io.WriteString(w, `"`)
-}
-
 func joinPath(w io.Writer, path []string) {
 	for i := range path {
 		if i != 0 {

psql/mutate_test.go

@@ -13,20 +13,11 @@ func singleUpsert(t *testing.T) {
 		}
 	}`
 
-	sql := `WITH "_sg_input" AS (SELECT '{{upsert}}' :: json AS j), "products" AS (INSERT INTO "products" ("name", "description") SELECT "t"."name", "t"."description" FROM "_sg_input" i, json_populate_record(NULL::products, i.j) t RETURNING *)  ON CONFLICT (id) DO UPDATE SET name = EXCLUDED.name, description = EXCLUDED.description RETURNING *) 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") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0" LIMIT ('1') :: integer) AS "sel_0"`
-
 	vars := map[string]json.RawMessage{
 		"upsert": json.RawMessage(` { "name": "my_name", "description": "my_desc"  }`),
 	}
 
-	resSQL, err := compileGQLToPSQL(gql, vars, "user")
+	compileGQLToPSQL(t, gql, vars, "user")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func singleUpsertWhere(t *testing.T) {
@@ -37,20 +28,11 @@ func singleUpsertWhere(t *testing.T) {
 		}
 	}`
 
-	sql := `WITH "_sg_input" AS (SELECT '{{upsert}}' :: json AS j), "products" AS (INSERT INTO "products" ("name", "description") SELECT "t"."name", "t"."description" FROM "_sg_input" i, json_populate_record(NULL::products, i.j) t RETURNING *)  ON CONFLICT (id) WHERE (("products"."price") > 3) DO UPDATE SET name = EXCLUDED.name, description = EXCLUDED.description RETURNING *) 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") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0" LIMIT ('1') :: integer) AS "sel_0"`
-
 	vars := map[string]json.RawMessage{
 		"upsert": json.RawMessage(` { "name": "my_name",  "description": "my_desc"  }`),
 	}
 
-	resSQL, err := compileGQLToPSQL(gql, vars, "user")
+	compileGQLToPSQL(t, gql, vars, "user")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func bulkUpsert(t *testing.T) {
@@ -61,20 +43,11 @@ func bulkUpsert(t *testing.T) {
 		}
 	}`
 
-	sql := `WITH "_sg_input" AS (SELECT '{{upsert}}' :: json AS j), "products" AS (INSERT INTO "products" ("name", "description") SELECT "t"."name", "t"."description" FROM "_sg_input" i, json_populate_recordset(NULL::products, i.j) t RETURNING *)  ON CONFLICT (id) DO UPDATE SET name = EXCLUDED.name, description = EXCLUDED.description RETURNING *) 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") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0" LIMIT ('1') :: integer) AS "sel_0"`
-
 	vars := map[string]json.RawMessage{
 		"upsert": json.RawMessage(` [{ "name": "my_name",  "description": "my_desc"  }]`),
 	}
 
-	resSQL, err := compileGQLToPSQL(gql, vars, "user")
+	compileGQLToPSQL(t, gql, vars, "user")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func delete(t *testing.T) {
@@ -85,20 +58,11 @@ func delete(t *testing.T) {
 		}
 	}`
 
-	sql := `WITH "products" AS (DELETE FROM "products" WHERE (((("products"."price") > 0) AND (("products"."price") < 8)) AND (("products"."id") IS NOT DISTINCT FROM 1)) 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") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0" LIMIT ('1') :: integer) AS "sel_0"`
-
 	vars := map[string]json.RawMessage{
 		"update": json.RawMessage(` { "name": "my_name", "description": "my_desc"  }`),
 	}
 
-	resSQL, err := compileGQLToPSQL(gql, vars, "user")
+	compileGQLToPSQL(t, gql, vars, "user")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 // func blockedInsert(t *testing.T) {

psql/psql_test.go

@@ -1,6 +1,8 @@
 package psql
 
 import (
+	"fmt"
+	"io/ioutil"
 	"log"
 	"os"
 	"strings"
@@ -11,11 +13,14 @@ import (
 
 const (
 	errNotExpected = "Generated SQL did not match what was expected"
+	headerMarker   = "=== RUN"
+	commentMarker  = "---"
 )
 
 var (
 	qcompile *qcode.Compiler
 	pcompile *Compiler
+	expected map[string][]string
 )
 
 func TestMain(m *testing.M) {
@@ -128,92 +133,7 @@ func TestMain(m *testing.M) {
 		log.Fatal(err)
 	}
 
-	tables := []DBTable{
+	schema := getTestSchema()
-		DBTable{Name: "customers", Type: "table"},
-		DBTable{Name: "users", Type: "table"},
-		DBTable{Name: "products", Type: "table"},
-		DBTable{Name: "purchases", Type: "table"},
-		DBTable{Name: "tags", Type: "table"},
-	}
-
-	columns := [][]DBColumn{
-		[]DBColumn{
-			DBColumn{ID: 1, Name: "id", Type: "bigint", NotNull: true, PrimaryKey: true, UniqueKey: true},
-			DBColumn{ID: 2, Name: "full_name", Type: "character varying", NotNull: true, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 3, Name: "phone", Type: "character varying", NotNull: false, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 4, Name: "email", Type: "character varying", NotNull: true, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 5, Name: "encrypted_password", Type: "character varying", NotNull: true, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 6, Name: "reset_password_token", Type: "character varying", NotNull: false, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 7, Name: "reset_password_sent_at", Type: "timestamp without time zone", NotNull: false, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 8, Name: "remember_created_at", Type: "timestamp without time zone", NotNull: false, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 9, Name: "created_at", Type: "timestamp without time zone", NotNull: true, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 10, Name: "updated_at", Type: "timestamp without time zone", NotNull: true, PrimaryKey: false, UniqueKey: false}},
-		[]DBColumn{
-			DBColumn{ID: 1, Name: "id", Type: "bigint", NotNull: true, PrimaryKey: true, UniqueKey: true},
-			DBColumn{ID: 2, Name: "full_name", Type: "character varying", NotNull: true, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 3, Name: "phone", Type: "character varying", NotNull: false, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 4, Name: "avatar", Type: "character varying", NotNull: false, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 5, Name: "email", Type: "character varying", NotNull: true, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 6, Name: "encrypted_password", Type: "character varying", NotNull: true, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 7, Name: "reset_password_token", Type: "character varying", NotNull: false, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 8, Name: "reset_password_sent_at", Type: "timestamp without time zone", NotNull: false, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 9, Name: "remember_created_at", Type: "timestamp without time zone", NotNull: false, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 10, Name: "created_at", Type: "timestamp without time zone", NotNull: true, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 11, Name: "updated_at", Type: "timestamp without time zone", NotNull: true, PrimaryKey: false, UniqueKey: false}},
-		[]DBColumn{
-			DBColumn{ID: 1, Name: "id", Type: "bigint", NotNull: true, PrimaryKey: true, UniqueKey: true},
-			DBColumn{ID: 2, Name: "name", Type: "character varying", NotNull: false, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 3, Name: "description", Type: "text", NotNull: false, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 4, Name: "price", Type: "numeric(7,2)", NotNull: false, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 5, Name: "user_id", Type: "bigint", NotNull: false, PrimaryKey: false, UniqueKey: false, FKeyTable: "users", FKeyColID: []int16{1}},
-			DBColumn{ID: 6, Name: "created_at", Type: "timestamp without time zone", NotNull: true, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 7, Name: "updated_at", Type: "timestamp without time zone", NotNull: true, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 8, Name: "tsv", Type: "tsvector", NotNull: false, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 9, Name: "tags", Type: "text[]", NotNull: false, PrimaryKey: false, UniqueKey: false, FKeyTable: "tags", FKeyColID: []int16{3}, Array: true}},
-		[]DBColumn{
-			DBColumn{ID: 1, Name: "id", Type: "bigint", NotNull: true, PrimaryKey: true, UniqueKey: true},
-			DBColumn{ID: 2, Name: "customer_id", Type: "bigint", NotNull: false, PrimaryKey: false, UniqueKey: false, FKeyTable: "customers", FKeyColID: []int16{1}},
-			DBColumn{ID: 3, Name: "product_id", Type: "bigint", NotNull: false, PrimaryKey: false, UniqueKey: false, FKeyTable: "products", FKeyColID: []int16{1}},
-			DBColumn{ID: 4, Name: "sale_type", Type: "character varying", NotNull: false, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 5, Name: "quantity", Type: "integer", NotNull: false, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 6, Name: "due_date", Type: "timestamp without time zone", NotNull: false, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 7, Name: "returned", Type: "timestamp without time zone", NotNull: false, PrimaryKey: false, UniqueKey: false}},
-		[]DBColumn{
-			DBColumn{ID: 1, Name: "id", Type: "bigint", NotNull: true, PrimaryKey: true, UniqueKey: true},
-			DBColumn{ID: 2, Name: "name", Type: "text", NotNull: false, PrimaryKey: false, UniqueKey: false},
-			DBColumn{ID: 3, Name: "slug", Type: "text", NotNull: false, PrimaryKey: false, UniqueKey: false}},
-	}
-
-	for i := range tables {
-		tables[i].Key = strings.ToLower(tables[i].Name)
-		for n := range columns[i] {
-			columns[i][n].Key = strings.ToLower(columns[i][n].Name)
-		}
-	}
-
-	schema := &DBSchema{
-		ver: 110000,
-		t:   make(map[string]*DBTableInfo),
-		rm:  make(map[string]map[string]*DBRel),
-	}
-
-	aliases := map[string][]string{
-		"users": []string{"mes"},
-	}
-
-	for i, t := range tables {
-		err := schema.addTable(t, columns[i], aliases)
-		if err != nil {
-			log.Fatal(err)
-		}
-	}
-
-	for i, t := range tables {
-		err := schema.updateRelationships(t, columns[i])
-		if err != nil {
-			log.Fatal(err)
-		}
-	}
 
 	vars := NewVariables(map[string]string{
 		"admin_account_id": "5",
@@ -224,21 +144,94 @@ func TestMain(m *testing.M) {
 		Vars:   vars,
 	})
 
+	expected = make(map[string][]string)
+
+	b, err := ioutil.ReadFile("tests.sql")
+	if err != nil {
+		log.Fatal(err)
+	}
+	text := string(b)
+	lines := strings.Split(text, "\n")
+
+	var h string
+
+	for _, v := range lines {
+		switch {
+		case strings.HasPrefix(v, headerMarker):
+			h = strings.TrimSpace(v[len(headerMarker):])
+
+		case strings.HasPrefix(v, commentMarker):
+			break
+
+		default:
+			v := strings.TrimSpace(v)
+			if len(v) != 0 {
+				expected[h] = append(expected[h], v)
+			}
+		}
+	}
 	os.Exit(m.Run())
 }
 
-func compileGQLToPSQL(gql string, vars Variables, role string) ([]byte, error) {
+func compileGQLToPSQL(t *testing.T, gql string, vars Variables, role string) {
+	generateTestFile := false
+
+	if generateTestFile {
+		var sqlStmts []string
+
+		for i := 0; i < 100; i++ {
 			qc, err := qcompile.Compile([]byte(gql), role)
 			if err != nil {
-		return nil, err
+				t.Fatal(err)
+			}
+
+			_, sqlB, err := pcompile.CompileEx(qc, vars)
+			if err != nil {
+				t.Fatal(err)
+			}
+
+			sql := string(sqlB)
+
+			match := false
+			for _, s := range sqlStmts {
+				if sql == s {
+					match = true
+					break
+				}
+			}
+
+			if !match {
+				s := string(sql)
+				sqlStmts = append(sqlStmts, s)
+				fmt.Println(s)
+			}
+		}
+
+		return
+	}
+
+	for i := 0; i < 200; i++ {
+		qc, err := qcompile.Compile([]byte(gql), role)
+		if err != nil {
+			t.Fatal(err)
 		}
 
 		_, sqlStmt, err := pcompile.CompileEx(qc, vars)
 		if err != nil {
-		return nil, err
+			t.Fatal(err)
 		}
 
-	//fmt.Println(string(sqlStmt))
+		failed := true
 
-	return sqlStmt, nil
+		for _, sql := range expected[t.Name()] {
+			if string(sqlStmt) == sql {
+				failed = false
+			}
+		}
+
+		if failed {
+			fmt.Println(string(sqlStmt))
+			t.Fatal(errNotExpected)
+		}
+	}
 }

psql/query.go

@@ -30,7 +30,10 @@ type Compiler struct {
 }
 
 func NewCompiler(conf Config) *Compiler {
-	return &Compiler{conf.Schema, conf.Vars}
+	return &Compiler{
+		schema: conf.Schema,
+		vars:   conf.Vars,
+	}
 }
 
 func (c *Compiler) AddRelationship(child, parent string, rel *DBRel) error {
@@ -65,7 +68,7 @@ func (co *Compiler) CompileEx(qc *qcode.QCode, vars Variables) (uint32, []byte,
 func (co *Compiler) Compile(qc *qcode.QCode, w io.Writer, vars Variables) (uint32, error) {
 	switch qc.Type {
 	case qcode.QTQuery:
-		return co.compileQuery(qc, w)
+		return co.compileQuery(qc, w, vars)
 	case qcode.QTInsert, qcode.QTUpdate, qcode.QTDelete, qcode.QTUpsert:
 		return co.compileMutation(qc, w, vars)
 	}
@@ -73,21 +76,22 @@ func (co *Compiler) Compile(qc *qcode.QCode, w io.Writer, vars Variables) (uint3
 	return 0, fmt.Errorf("Unknown operation type %d", qc.Type)
 }
 
-func (co *Compiler) compileQuery(qc *qcode.QCode, w io.Writer) (uint32, error) {
+func (co *Compiler) compileQuery(qc *qcode.QCode, w io.Writer, vars Variables) (uint32, error) {
 	if len(qc.Selects) == 0 {
 		return 0, errors.New("empty query")
 	}
 
 	c := &compilerContext{w, qc.Selects, co}
-	multiRoot := (len(qc.Roots) > 1)
 
 	st := NewIntStack()
+	i := 0
 
-	if multiRoot {
+	io.WriteString(c.w, `SELECT json_build_object(`)
-		io.WriteString(c.w, `SELECT row_to_json("json_root") FROM (SELECT `)
+	for _, id := range qc.Roots {
-
+		root := &qc.Selects[id]
-		for i, id := range qc.Roots {
+		if root.SkipRender {
-			root := qc.Selects[id]
+			continue
+		}
 
 		st.Push(root.ID + closeBlock)
 		st.Push(root.ID)
@@ -96,31 +100,14 @@ func (co *Compiler) compileQuery(qc *qcode.QCode, w io.Writer) (uint32, error) {
 			io.WriteString(c.w, `, `)
 		}
 
-			io.WriteString(c.w, `"sel_`)
+		c.renderRootSelect(root)
-			int2string(c.w, root.ID)
+		i++
-			io.WriteString(c.w, `"."json_`)
-			int2string(c.w, root.ID)
-			io.WriteString(c.w, `"`)
-
-			alias(c.w, root.FieldName)
 	}
 
-		io.WriteString(c.w, ` FROM `)
+	io.WriteString(c.w, `) as "__root" FROM `)
 
-	} else {
+	if i == 0 {
-		root := qc.Selects[0]
+		return 0, errors.New("all tables skipped. cannot render query")
-
-		io.WriteString(c.w, `SELECT json_object_agg(`)
-		io.WriteString(c.w, `'`)
-		io.WriteString(c.w, root.FieldName)
-		io.WriteString(c.w, `', `)
-		io.WriteString(c.w, `json_`)
-		int2string(c.w, root.ID)
-
-		st.Push(root.ID + closeBlock)
-		st.Push(root.ID)
-
-		io.WriteString(c.w, `) FROM `)
 	}
 
 	var ignored uint32
@@ -135,22 +122,22 @@ func (co *Compiler) compileQuery(qc *qcode.QCode, w io.Writer) (uint32, error) {
 		if id < closeBlock {
 			sel := &c.s[id]
 
-			if sel.ParentID == -1 {
-				io.WriteString(c.w, `(`)
-			}
-
 			ti, err := c.schema.GetTable(sel.Name)
 			if err != nil {
 				return 0, err
 			}
 
-			if sel.ParentID != -1 {
+			if sel.ParentID == -1 {
-				if err = c.renderLateralJoin(sel); err != nil {
+				io.WriteString(c.w, `(`)
-					return 0, err
+			} else {
-				}
+				c.renderLateralJoin(sel)
 			}
 
-			skipped, err := c.renderSelect(sel, ti)
+			if !ti.Singular {
+				c.renderPluralSelect(sel, ti)
+			}
+
+			skipped, err := c.renderSelect(sel, ti, vars)
 			if err != nil {
 				return 0, err
 			}
@@ -161,6 +148,9 @@ func (co *Compiler) compileQuery(qc *qcode.QCode, w io.Writer) (uint32, error) {
 					continue
 				}
 				child := &c.s[cid]
+				if child.SkipRender {
+					continue
+				}
 
 				st.Push(child.ID + closeBlock)
 				st.Push(child.ID)
@@ -174,40 +164,94 @@ func (co *Compiler) compileQuery(qc *qcode.QCode, w io.Writer) (uint32, error) {
 				return 0, err
 			}
 
-			err = c.renderSelectClose(sel, ti)
+			if !ti.Singular {
-			if err != nil {
+				io.WriteString(c.w, `)`)
-				return 0, err
+				aliasWithID(c.w, "__sel", sel.ID)
 			}
 
-			if sel.ParentID != -1 {
+			if sel.ParentID == -1 {
-				if err = c.renderLateralJoinClose(sel); err != nil {
-					return 0, err
-				}
-			} else {
 				io.WriteString(c.w, `)`)
-				aliasWithID(c.w, `sel`, sel.ID)
+				aliasWithID(c.w, "__sel", sel.ID)
 
 				if st.Len() != 0 {
 					io.WriteString(c.w, `, `)
 				}
+			} else {
+				c.renderLateralJoinClose(sel)
 			}
 
 			if len(sel.Args) != 0 {
+				i := 0
 				for _, v := range sel.Args {
-					qcode.FreeNode(v)
+					qcode.FreeNode(v, 500)
+					i++
 				}
 			}
 		}
 	}
 
-	if multiRoot {
-		io.WriteString(c.w, `) AS "json_root"`)
-	}
-
 	return ignored, nil
 }
 
-func (c *compilerContext) processChildren(sel *qcode.Select, ti *DBTableInfo) (uint32, []*qcode.Column) {
+func (c *compilerContext) renderPluralSelect(sel *qcode.Select, ti *DBTableInfo) error {
+	io.WriteString(c.w, `SELECT coalesce(json_agg("__sel_`)
+	int2string(c.w, sel.ID)
+	io.WriteString(c.w, `"."json"), '[]') as "json"`)
+
+	if sel.Paging.Type != qcode.PtOffset {
+		n := 0
+
+		// check if primary key already included in order by
+		// query argument
+		for _, ob := range sel.OrderBy {
+			if ob.Col == ti.PrimaryCol.Key {
+				n = 1
+				break
+			}
+		}
+
+		if n == 1 {
+			n = len(sel.OrderBy)
+		} else {
+			n = len(sel.OrderBy) + 1
+		}
+
+		io.WriteString(c.w, `, CONCAT_WS(','`)
+		for i := 0; i < n; i++ {
+			io.WriteString(c.w, `, max("__cur_`)
+			int2string(c.w, int32(i))
+			io.WriteString(c.w, `")`)
+		}
+		io.WriteString(c.w, `) as "cursor"`)
+	}
+
+	io.WriteString(c.w, ` FROM (`)
+	return nil
+}
+
+func (c *compilerContext) renderRootSelect(sel *qcode.Select) error {
+	io.WriteString(c.w, `'`)
+	io.WriteString(c.w, sel.FieldName)
+	io.WriteString(c.w, `', `)
+
+	io.WriteString(c.w, `"__sel_`)
+	int2string(c.w, sel.ID)
+	io.WriteString(c.w, `"."json"`)
+
+	if sel.Paging.Type != qcode.PtOffset {
+		io.WriteString(c.w, `, '`)
+		io.WriteString(c.w, sel.FieldName)
+		io.WriteString(c.w, `_cursor', `)
+
+		io.WriteString(c.w, `"__sel_`)
+		int2string(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) {
 	var skipped uint32
 
 	cols := make([]*qcode.Column, 0, len(sel.Cols))
@@ -217,168 +261,206 @@ func (c *compilerContext) processChildren(sel *qcode.Select, ti *DBTableInfo) (u
 		colmap[sel.Cols[i].Name] = struct{}{}
 	}
 
+	for i := range sel.OrderBy {
+		colmap[sel.OrderBy[i].Col] = struct{}{}
+	}
+
+	if sel.Paging.Type != qcode.PtOffset {
+		colmap[ti.PrimaryCol.Key] = struct{}{}
+		addPrimaryKey := true
+
+		for _, ob := range sel.OrderBy {
+			if ob.Col == ti.PrimaryCol.Key {
+				addPrimaryKey = false
+				break
+			}
+		}
+
+		if addPrimaryKey {
+			ob := &qcode.OrderBy{Col: ti.PrimaryCol.Name, Order: qcode.OrderAsc}
+
+			if sel.Paging.Type == qcode.PtBackward {
+				ob.Order = qcode.OrderDesc
+			}
+			sel.OrderBy = append(sel.OrderBy, ob)
+		}
+	}
+
+	if sel.Paging.Cursor {
+		c.addSeekPredicate(sel)
+	}
+
 	for _, id := range sel.Children {
 		child := &c.s[id]
 
 		rel, err := c.schema.GetRel(child.Name, ti.Name)
 		if err != nil {
-			skipped |= (1 << uint(id))
+			return 0, nil, err
-			continue
+			//skipped |= (1 << uint(id))
+			//continue
 		}
 
 		switch rel.Type {
 		case RelOneToOne, RelOneToMany:
 			if _, ok := colmap[rel.Right.Col]; !ok {
 				cols = append(cols, &qcode.Column{Table: ti.Name, Name: rel.Right.Col, FieldName: rel.Right.Col})
-			}
 				colmap[rel.Right.Col] = struct{}{}
+			}
 
 		case RelOneToManyThrough:
 			if _, ok := colmap[rel.Left.Col]; !ok {
 				cols = append(cols, &qcode.Column{Table: ti.Name, Name: rel.Left.Col, FieldName: rel.Left.Col})
-			}
 				colmap[rel.Left.Col] = struct{}{}
+			}
+
+		case RelEmbedded:
+			if _, ok := colmap[rel.Left.Col]; !ok {
+				cols = append(cols, &qcode.Column{Table: ti.Name, Name: rel.Left.Col, FieldName: rel.Left.Col})
+				colmap[rel.Left.Col] = struct{}{}
+			}
 
 		case RelRemote:
 			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))
+			}
 
 		default:
-			skipped |= (1 << uint(id))
+			return 0, nil, fmt.Errorf("unknown relationship %s", rel)
+			//skipped |= (1 << uint(id))
 		}
 	}
 
-	return skipped, cols
+	return skipped, cols, nil
 }
 
-func (c *compilerContext) renderSelect(sel *qcode.Select, ti *DBTableInfo) (uint32, error) {
+// This
-	skipped, childCols := c.processChildren(sel, ti)
+// (A, B, C) >= (X, Y, Z)
-	hasOrder := len(sel.OrderBy) != 0
+//
+// Becomes
+// (A > X)
+//   OR ((A = X) AND (B > Y))
+//   OR ((A = X) AND (B = Y) AND (C > Z))
+//   OR ((A = X) AND (B = Y) AND (C = Z))
 
-	// SELECT
+func (c *compilerContext) addSeekPredicate(sel *qcode.Select) error {
-	if !ti.Singular {
+	var or, and *qcode.Exp
-		//fmt.Fprintf(w, `SELECT coalesce(json_agg("%s"`, c.sel.Name)
-		io.WriteString(c.w, `SELECT coalesce(json_agg("`)
-		io.WriteString(c.w, "json_")
-		int2string(c.w, sel.ID)
-		io.WriteString(c.w, `"`)
 
-		if hasOrder {
+	obLen := len(sel.OrderBy)
-			err := c.renderOrderBy(sel, ti)
+
-			if err != nil {
+	if obLen > 1 {
-				return skipped, err
+		or = qcode.NewFilter()
-			}
+		or.Op = qcode.OpOr
 	}
 
-		//fmt.Fprintf(w, `), '[]') AS "%s" FROM (`, c.sel.Name)
+	for i := 0; i < obLen; i++ {
-		io.WriteString(c.w, `), '[]')`)
+		if i > 0 {
-		aliasWithID(c.w, "json", sel.ID)
+			and = qcode.NewFilter()
-		io.WriteString(c.w, ` FROM (`)
+			and.Op = qcode.OpAnd
 		}
 
-	// ROW-TO-JSON
+		for n, ob := range sel.OrderBy {
-	io.WriteString(c.w, `SELECT `)
+			f := qcode.NewFilter()
+			f.Col = ob.Col
+			f.Type = qcode.ValRef
+			f.Table = "__cur"
+			f.Val = ob.Col
 
-	if len(sel.DistinctOn) != 0 {
+			if obLen == 1 {
-		c.renderDistinctOn(sel, ti)
+				qcode.AddFilter(sel, f)
-	}
+				return nil
-
-	io.WriteString(c.w, `row_to_json((`)
-
-	//fmt.Fprintf(w, `SELECT "%d" FROM (SELECT `, c.sel.ID)
-	io.WriteString(c.w, `SELECT "json_row_`)
-	int2string(c.w, sel.ID)
-	io.WriteString(c.w, `" FROM (SELECT `)
-
-	// Combined column names
-	c.renderColumns(sel, ti)
-
-	c.renderRemoteRelColumns(sel, ti)
-
-	err := c.renderJoinedColumns(sel, ti, skipped)
-	if err != nil {
-		return skipped, err
-	}
-
-	//fmt.Fprintf(w, `) AS "%d"`, c.sel.ID)
-	io.WriteString(c.w, `)`)
-	aliasWithID(c.w, "json_row", sel.ID)
-
-	//fmt.Fprintf(w, `)) AS "%s"`, c.sel.Name)
-	io.WriteString(c.w, `))`)
-	aliasWithID(c.w, "json", sel.ID)
-	// END-ROW-TO-JSON
-
-	if hasOrder {
-		c.renderOrderByColumns(sel, ti)
-	}
-	// END-SELECT
-
-	// FROM (SELECT .... )
-	err = c.renderBaseSelect(sel, ti, childCols, skipped)
-	if err != nil {
-		return skipped, err
-	}
-	// END-FROM
-
-	return skipped, nil
-}
-
-func (c *compilerContext) renderSelectClose(sel *qcode.Select, ti *DBTableInfo) error {
-	hasOrder := len(sel.OrderBy) != 0
-
-	if hasOrder {
-		err := c.renderOrderBy(sel, ti)
-		if err != nil {
-			return err
-		}
 			}
 
 			switch {
-	case ti.Singular:
+			case i > 0 && n != i:
-		io.WriteString(c.w, ` LIMIT ('1') :: integer`)
+				f.Op = qcode.OpEquals
-
+			case ob.Order == qcode.OrderDesc:
-	case len(sel.Paging.Limit) != 0:
+				f.Op = qcode.OpLesserThan
-		//fmt.Fprintf(w, ` LIMIT ('%s') :: integer`, c.sel.Paging.Limit)
-		io.WriteString(c.w, ` LIMIT ('`)
-		io.WriteString(c.w, sel.Paging.Limit)
-		io.WriteString(c.w, `') :: integer`)
-
-	case sel.Paging.NoLimit:
-		break
-
 			default:
-		io.WriteString(c.w, ` LIMIT ('20') :: integer`)
+				f.Op = qcode.OpGreaterThan
 			}
 
-	if len(sel.Paging.Offset) != 0 {
+			if and != nil {
-		//fmt.Fprintf(w, ` OFFSET ('%s') :: integer`, c.sel.Paging.Offset)
+				and.Children = append(and.Children, f)
-		io.WriteString(c.w, `OFFSET ('`)
+			} else {
-		io.WriteString(c.w, sel.Paging.Offset)
+				or.Children = append(or.Children, f)
-		io.WriteString(c.w, `') :: integer`)
 			}
 
-	if !ti.Singular {
+			if n == i {
-		//fmt.Fprintf(w, `) AS "json_agg_%d"`, c.sel.ID)
+				break
-		io.WriteString(c.w, `)`)
+			}
-		aliasWithID(c.w, "json_agg", sel.ID)
 		}
 
+		if and != nil {
+			or.Children = append(or.Children, and)
+		}
+	}
+
+	qcode.AddFilter(sel, or)
 	return nil
 }
 
+func (c *compilerContext) renderSelect(sel *qcode.Select, ti *DBTableInfo, vars Variables) (uint32, error) {
+	var rel *DBRel
+	var err error
+
+	if sel.ParentID != -1 {
+		parent := c.s[sel.ParentID]
+
+		rel, err = c.schema.GetRel(ti.Name, parent.Name)
+		if err != nil {
+			return 0, err
+		}
+	}
+
+	skipped, childCols, err := c.initSelect(sel, ti, vars)
+	if err != nil {
+		return 0, err
+	}
+
+	// SELECT
+	io.WriteString(c.w, `SELECT json_build_object(`)
+	if err := c.renderColumns(sel, ti, skipped); err != nil {
+		return 0, err
+	}
+	io.WriteString(c.w, `) AS "json"`)
+
+	if sel.Paging.Type != qcode.PtOffset {
+		for i, ob := range sel.OrderBy {
+			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))
+			io.WriteString(c.w, `"`)
+		}
+	}
+
+	io.WriteString(c.w, ` FROM (`)
+
+	// FROM (SELECT .... )
+	err = c.renderBaseSelect(sel, ti, rel, childCols, skipped)
+	if err != nil {
+		return skipped, err
+	}
+
+	//fmt.Fprintf(w, `) AS "%s_%d"`, c.sel.Name, c.sel.ID)
+	io.WriteString(c.w, `)`)
+	aliasWithID(c.w, ti.Name, sel.ID)
+
+	// END-FROM
+
+	return skipped, nil
+}
+
 func (c *compilerContext) renderLateralJoin(sel *qcode.Select) error {
 	io.WriteString(c.w, ` LEFT OUTER JOIN LATERAL (`)
 	return nil
 }
 
 func (c *compilerContext) renderLateralJoinClose(sel *qcode.Select) error {
-	//fmt.Fprintf(w, `) AS "%s_%d_join" ON ('true')`, c.sel.Name, c.sel.ID)
 	io.WriteString(c.w, `) `)
-	aliasWithIDSuffix(c.w, sel.Name, sel.ID, "_join")
+	aliasWithID(c.w, "__sel", sel.ID)
 	io.WriteString(c.w, ` ON ('true')`)
 	return nil
 }
@@ -418,7 +500,7 @@ func (c *compilerContext) renderJoinByName(table, parent string, id int32) error
 	return nil
 }
 
-func (c *compilerContext) renderColumns(sel *qcode.Select, ti *DBTableInfo) {
+func (c *compilerContext) renderColumns(sel *qcode.Select, ti *DBTableInfo, skipped uint32) error {
 	i := 0
 	for _, col := range sel.Cols {
 		n := funcPrefixLen(col.Name)
@@ -442,15 +524,21 @@ func (c *compilerContext) renderColumns(sel *qcode.Select, ti *DBTableInfo) {
 		if i != 0 {
 			io.WriteString(c.w, ", ")
 		}
-		//fmt.Fprintf(w, `"%s_%d"."%s" AS "%s"`,
+
-		//c.sel.Name, c.sel.ID, col.Name, col.FieldName)
+		squoted(c.w, col.FieldName)
-		colWithTableIDAlias(c.w, ti.Name, sel.ID, col.Name, col.FieldName)
+		io.WriteString(c.w, ", ")
+		colWithTableID(c.w, ti.Name, sel.ID, col.Name)
+
 		i++
 	}
+
+	i += c.renderRemoteRelColumns(sel, ti, i)
+
+	return c.renderJoinColumns(sel, ti, skipped, i)
 }
 
-func (c *compilerContext) renderRemoteRelColumns(sel *qcode.Select, ti *DBTableInfo) {
+func (c *compilerContext) renderRemoteRelColumns(sel *qcode.Select, ti *DBTableInfo, colsRendered int) int {
-	i := 0
+	i := colsRendered
 
 	for _, id := range sel.Children {
 		child := &c.s[id]
@@ -462,195 +550,77 @@ func (c *compilerContext) renderRemoteRelColumns(sel *qcode.Select, ti *DBTableI
 		if i != 0 || len(sel.Cols) != 0 {
 			io.WriteString(c.w, ", ")
 		}
-		//fmt.Fprintf(w, `"%s_%d"."%s" AS "%s"`,
+
-		//c.sel.Name, c.sel.ID, rel.Left.Col, rel.Right.Col)
+		squoted(c.w, rel.Right.Col)
+		io.WriteString(c.w, ", ")
 		colWithTableID(c.w, ti.Name, sel.ID, rel.Left.Col)
-		alias(c.w, rel.Right.Col)
 		i++
 	}
+
+	return i
 }
 
-func (c *compilerContext) renderJoinedColumns(sel *qcode.Select, ti *DBTableInfo, skipped uint32) error {
+func (c *compilerContext) renderJoinColumns(sel *qcode.Select, ti *DBTableInfo, skipped uint32, colsRendered int) error {
-	colsRendered := len(sel.Cols) != 0
+	// columns previously rendered
+	i := colsRendered
 
 	for _, id := range sel.Children {
-		skipThis := hasBit(skipped, uint32(id))
+		if hasBit(skipped, uint32(id)) {
-
-		if colsRendered && !skipThis {
-			io.WriteString(c.w, ", ")
-		}
-		if skipThis {
 			continue
 		}
 		childSel := &c.s[id]
+		if childSel.SkipRender {
+			continue
+		}
 
-		//fmt.Fprintf(w, `"%s_%d_join"."%s" AS "%s"`,
+		if i != 0 {
-		//s.Name, s.ID, s.Name, s.FieldName)
+			io.WriteString(c.w, ", ")
-		//if cti.Singular {
+		}
-		io.WriteString(c.w, `"`)
+
-		io.WriteString(c.w, childSel.Name)
+		squoted(c.w, childSel.FieldName)
-		io.WriteString(c.w, `_`)
+
+		io.WriteString(c.w, `, "__sel_`)
 		int2string(c.w, childSel.ID)
-		io.WriteString(c.w, `_join"."json_`)
+		io.WriteString(c.w, `"."json"`)
-		int2string(c.w, childSel.ID)
+
-		io.WriteString(c.w, `" AS "`)
+		if childSel.Paging.Type != qcode.PtOffset {
+			io.WriteString(c.w, `, '`)
 			io.WriteString(c.w, childSel.FieldName)
-		io.WriteString(c.w, `"`)
+			io.WriteString(c.w, `_cursor', "__sel_`)
+			int2string(c.w, childSel.ID)
+			io.WriteString(c.w, `"."cursor"`)
+		}
+
+		i++
 	}
 
 	return nil
 }
 
-func (c *compilerContext) renderBaseSelect(sel *qcode.Select, ti *DBTableInfo,
+func (c *compilerContext) renderBaseSelect(sel *qcode.Select, ti *DBTableInfo, rel *DBRel,
 	childCols []*qcode.Column, skipped uint32) error {
-	var groupBy []int
+	isRoot := (rel == nil)
-
-	isRoot := sel.ParentID == -1
 	isFil := (sel.Where != nil && sel.Where.Op != qcode.OpNop)
-	isSearch := sel.Args["search"] != nil
+	hasOrder := len(sel.OrderBy) != 0
-	isAgg := false
 
-	io.WriteString(c.w, ` FROM (SELECT `)
+	if sel.Paging.Cursor {
-
+		c.renderCursorCTE(sel)
-	i := 0
-	for n, col := range sel.Cols {
-		cn := col.Name
-
-		_, isRealCol := ti.ColMap[cn]
-
-		if !isRealCol {
-			if isSearch {
-				switch {
-				case cn == "search_rank":
-					if len(sel.Allowed) != 0 {
-						if _, ok := sel.Allowed[cn]; !ok {
-							continue
-						}
-					}
-					if ti.TSVCol == nil {
-						return errors.New("no ts_vector column found")
-					}
-					cn = ti.TSVCol.Name
-					arg := sel.Args["search"]
-
-					if i != 0 {
-						io.WriteString(c.w, `, `)
-					}
-					//fmt.Fprintf(w, `ts_rank("%s"."%s", websearch_to_tsquery('%s')) AS %s`,
-					//c.sel.Name, cn, arg.Val, col.Name)
-					io.WriteString(c.w, `ts_rank(`)
-					colWithTable(c.w, ti.Name, cn)
-					if c.schema.ver >= 110000 {
-						io.WriteString(c.w, `, websearch_to_tsquery('`)
-					} else {
-						io.WriteString(c.w, `, to_tsquery('`)
-					}
-					io.WriteString(c.w, arg.Val)
-					io.WriteString(c.w, `'))`)
-					alias(c.w, col.Name)
-					i++
-
-				case strings.HasPrefix(cn, "search_headline_"):
-					cn1 := cn[16:]
-					if len(sel.Allowed) != 0 {
-						if _, ok := sel.Allowed[cn1]; !ok {
-							continue
-						}
-					}
-					arg := sel.Args["search"]
-
-					if i != 0 {
-						io.WriteString(c.w, `, `)
-					}
-					//fmt.Fprintf(w, `ts_headline("%s"."%s", websearch_to_tsquery('%s')) AS %s`,
-					//c.sel.Name, cn, arg.Val, col.Name)
-					io.WriteString(c.w, `ts_headline(`)
-					colWithTable(c.w, ti.Name, cn1)
-					if c.schema.ver >= 110000 {
-						io.WriteString(c.w, `, websearch_to_tsquery('`)
-					} else {
-						io.WriteString(c.w, `, to_tsquery('`)
-					}
-					io.WriteString(c.w, arg.Val)
-					io.WriteString(c.w, `'))`)
-					alias(c.w, col.Name)
-					i++
-
-				}
-			} else {
-				pl := funcPrefixLen(cn)
-				if pl == 0 {
-					if i != 0 {
-						io.WriteString(c.w, `, `)
-					}
-					//fmt.Fprintf(w, `'%s not defined' AS %s`, cn, col.Name)
-					io.WriteString(c.w, `'`)
-					io.WriteString(c.w, cn)
-					io.WriteString(c.w, ` not defined'`)
-					alias(c.w, col.Name)
-					i++
-
-				} else if sel.Functions {
-					cn1 := cn[pl:]
-					if len(sel.Allowed) != 0 {
-						if _, ok := sel.Allowed[cn1]; !ok {
-							continue
-						}
-					}
-					if i != 0 {
-						io.WriteString(c.w, `, `)
-					}
-					fn := cn[0 : pl-1]
-					isAgg = true
-
-					//fmt.Fprintf(w, `%s("%s"."%s") AS %s`, fn, c.sel.Name, cn, col.Name)
-					io.WriteString(c.w, fn)
-					io.WriteString(c.w, `(`)
-					colWithTable(c.w, ti.Name, cn1)
-					io.WriteString(c.w, `)`)
-					alias(c.w, col.Name)
-					i++
-
-				}
-			}
-		} else {
-			groupBy = append(groupBy, n)
-			//fmt.Fprintf(w, `"%s"."%s"`, c.sel.Name, cn)
-			if i != 0 {
-				io.WriteString(c.w, `, `)
-			}
-			colWithTable(c.w, ti.Name, cn)
-			i++
-
-		}
 	}
 
-	for _, col := range childCols {
+	io.WriteString(c.w, `SELECT `)
-		if i != 0 {
+
-			io.WriteString(c.w, `, `)
+	if len(sel.DistinctOn) != 0 {
+		c.renderDistinctOn(sel, ti)
 	}
 
-		//fmt.Fprintf(w, `"%s"."%s"`, col.Table, col.Name)
+	realColsRendered, isAgg, err := c.renderBaseColumns(sel, ti, childCols, skipped)
-		colWithTable(c.w, col.Table, col.Name)
+	if err != nil {
-		i++
+		return err
 	}
 
 	io.WriteString(c.w, ` FROM `)
 
-	//fmt.Fprintf(w, ` FROM "%s"`, c.sel.Name)
+	c.renderFrom(sel, ti, rel)
-	io.WriteString(c.w, `"`)
-	io.WriteString(c.w, ti.Name)
-	io.WriteString(c.w, `"`)
-
-	// if tn, ok := c.tmap[sel.Name]; ok {
-	// 	//fmt.Fprintf(w, ` FROM "%s" AS "%s"`, tn, c.sel.Name)
-	// 	tableWithAlias(c.w, ti.Name, sel.Name)
-	// } else {
-	// 	//fmt.Fprintf(w, ` FROM "%s"`, c.sel.Name)
-	// 	io.WriteString(c.w, `"`)
-	// 	io.WriteString(c.w, sel.Name)
-	// 	io.WriteString(c.w, `"`)
-	// }
 
 	if isRoot && isFil {
 		io.WriteString(c.w, ` WHERE (`)
@@ -666,11 +636,9 @@ func (c *compilerContext) renderBaseSelect(sel *qcode.Select, ti *DBTableInfo,
 		}
 
 		io.WriteString(c.w, ` WHERE (`)
-
 		if err := c.renderRelationship(sel, ti); err != nil {
 			return err
 		}
-
 		if isFil {
 			io.WriteString(c.w, ` AND `)
 			if err := c.renderWhere(sel, ti); err != nil {
@@ -680,18 +648,20 @@ func (c *compilerContext) renderBaseSelect(sel *qcode.Select, ti *DBTableInfo,
 		io.WriteString(c.w, `)`)
 	}
 
-	if isAgg {
+	if isAgg && len(realColsRendered) != 0 {
-		if len(groupBy) != 0 {
 		io.WriteString(c.w, ` GROUP BY `)
 
-			for i, id := range groupBy {
+		for i, id := range realColsRendered {
-				if i != 0 {
+			c.renderComma(i)
-					io.WriteString(c.w, `, `)
-				}
 			//fmt.Fprintf(w, `"%s"."%s"`, c.sel.Name, c.sel.Cols[id].Name)
 			colWithTable(c.w, ti.Name, sel.Cols[id].Name)
 		}
 	}
+
+	if hasOrder {
+		if err := c.renderOrderBy(sel, ti); err != nil {
+			return err
+		}
 	}
 
 	switch {
@@ -718,30 +688,64 @@ func (c *compilerContext) renderBaseSelect(sel *qcode.Select, ti *DBTableInfo,
 		io.WriteString(c.w, `') :: integer`)
 	}
 
-	//fmt.Fprintf(w, `) AS "%s_%d"`, c.sel.Name, c.sel.ID)
+	return nil
+}
+
+func (c *compilerContext) renderFrom(sel *qcode.Select, ti *DBTableInfo, rel *DBRel) error {
+	if rel != nil && rel.Type == RelEmbedded {
+		// json_to_recordset('[{"a":1,"b":[1,2,3],"c":"bar"}, {"a":2,"b":[1,2,3],"c":"bar"}]') as x(a int, b text, d text);
+
+		io.WriteString(c.w, `"`)
+		io.WriteString(c.w, rel.Left.Table)
+		io.WriteString(c.w, `", `)
+
+		io.WriteString(c.w, ti.Type)
+		io.WriteString(c.w, `_to_recordset(`)
+		colWithTable(c.w, rel.Left.Table, rel.Right.Col)
+		io.WriteString(c.w, `) AS `)
+
+		io.WriteString(c.w, `"`)
+		io.WriteString(c.w, ti.Name)
+		io.WriteString(c.w, `"`)
+
+		io.WriteString(c.w, `(`)
+		for i, col := range ti.Columns {
+			if i != 0 {
+				io.WriteString(c.w, `, `)
+			}
+			io.WriteString(c.w, col.Name)
+			io.WriteString(c.w, ` `)
+			io.WriteString(c.w, col.Type)
+		}
 		io.WriteString(c.w, `)`)
-	aliasWithID(c.w, ti.Name, sel.ID)
+
+	} else {
+		//fmt.Fprintf(w, ` FROM "%s"`, c.sel.Name)
+		io.WriteString(c.w, `"`)
+		io.WriteString(c.w, ti.Name)
+		io.WriteString(c.w, `"`)
+	}
+
+	if sel.Paging.Cursor {
+		io.WriteString(c.w, `, "__cur"`)
+	}
 
 	return nil
 }
 
-func (c *compilerContext) renderOrderByColumns(sel *qcode.Select, ti *DBTableInfo) {
+func (c *compilerContext) renderCursorCTE(sel *qcode.Select) error {
-	colsRendered := len(sel.Cols) != 0
+	io.WriteString(c.w, `WITH "__cur" AS (SELECT `)
-
+	for i, ob := range sel.OrderBy {
-	for i := range sel.OrderBy {
+		if i != 0 {
-		if colsRendered {
-			//io.WriteString(w, ", ")
 			io.WriteString(c.w, `, `)
 		}
-
+		io.WriteString(c.w, `a[`)
-		col := sel.OrderBy[i].Col
+		int2string(c.w, int32(i+1))
-		//fmt.Fprintf(w, `"%s_%d"."%s" AS "%s_%d_%s_ob"`,
+		io.WriteString(c.w, `] as `)
-		//c.sel.Name, c.sel.ID, c,
+		quoted(c.w, ob.Col)
-		//c.sel.Name, c.sel.ID, c)
-		colWithTableID(c.w, ti.Name, sel.ID, col)
-		io.WriteString(c.w, ` AS `)
-		tableIDColSuffix(c.w, sel.Name, sel.ID, col, "_ob")
 	}
+	io.WriteString(c.w, ` FROM string_to_array('{{cursor}}', ',') as a) `)
+	return nil
 }
 
 func (c *compilerContext) renderRelationship(sel *qcode.Select, ti *DBTableInfo) error {
@@ -807,7 +811,13 @@ func (c *compilerContext) renderRelationshipByName(table, parent string, id int3
 			io.WriteString(c.w, `) = (`)
 			colWithTable(c.w, rel.Through, rel.Right.Col)
 		}
+
+	case RelEmbedded:
+		colWithTable(c.w, rel.Left.Table, rel.Left.Col)
+		io.WriteString(c.w, `) = (`)
+		colWithTableID(c.w, parent, id, rel.Left.Col)
 	}
+
 	io.WriteString(c.w, `))`)
 
 	return nil
@@ -858,7 +868,6 @@ func (c *compilerContext) renderExp(ex *qcode.Exp, ti *DBTableInfo, skipNested b
 			switch val.Op {
 			case qcode.OpFalse:
 				st.Push(val.Op)
-				qcode.FreeExp(val)
 
 			case qcode.OpAnd, qcode.OpOr:
 				st.Push(')')
@@ -869,12 +878,12 @@ func (c *compilerContext) renderExp(ex *qcode.Exp, ti *DBTableInfo, skipNested b
 					}
 				}
 				st.Push('(')
-				qcode.FreeExp(val)
 
 			case qcode.OpNot:
+				//fmt.Printf("1> %s %d %s %s\n", val.Op, len(val.Children), val.Children[0].Op, val.Children[1].Op)
+
 				st.Push(val.Children[0])
 				st.Push(qcode.OpNot)
-				qcode.FreeExp(val)
 
 			default:
 				if !skipNested && len(val.NestedCols) != 0 {
@@ -889,14 +898,13 @@ func (c *compilerContext) renderExp(ex *qcode.Exp, ti *DBTableInfo, skipNested b
 					if err := c.renderOp(val, ti); err != nil {
 						return err
 					}
-					qcode.FreeExp(val)
 				}
 			}
+			//qcode.FreeExp(val)
 
 		default:
 			return fmt.Errorf("12: unexpected value %v (%t)", intf, intf)
 		}
-
 	}
 
 	return nil
@@ -963,8 +971,12 @@ func (c *compilerContext) renderOp(ex *qcode.Exp, ti *DBTableInfo) error {
 
 	switch ex.Op {
 	case qcode.OpEquals:
-		io.WriteString(c.w, `IS NOT DISTINCT FROM`)
+		io.WriteString(c.w, `=`)
 	case qcode.OpNotEquals:
+		io.WriteString(c.w, `!=`)
+	case qcode.OpNotDistinct:
+		io.WriteString(c.w, `IS NOT DISTINCT FROM`)
+	case qcode.OpDistinct:
 		io.WriteString(c.w, `IS DISTINCT FROM`)
 	case qcode.OpGreaterOrEquals:
 		io.WriteString(c.w, `>=`)
@@ -1027,23 +1039,24 @@ 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)
-		io.WriteString(c.w, `'))`)
+		io.WriteString(c.w, `}}'))`)
 		return nil
 
 	default:
 		return fmt.Errorf("[Where] unexpected op code %d", ex.Op)
 	}
 
-	if ex.Type == qcode.ValList {
+	switch {
+	case ex.Type == qcode.ValList:
 		c.renderList(ex)
-	} else if col == nil {
+	case col == nil:
 		return errors.New("no column found for expression value")
-	} else {
+	default:
 		c.renderVal(ex, c.vars, col)
 	}
 
@@ -1058,31 +1071,20 @@ func (c *compilerContext) renderOrderBy(sel *qcode.Select, ti *DBTableInfo) erro
 			io.WriteString(c.w, `, `)
 		}
 		ob := sel.OrderBy[i]
+		colWithTable(c.w, ti.Name, ob.Col)
 
 		switch ob.Order {
 		case qcode.OrderAsc:
-			//fmt.Fprintf(w, `"%s_%d.ob.%s" ASC`, sel.Name, sel.ID, ob.Col)
-			tableIDColSuffix(c.w, ti.Name, sel.ID, ob.Col, "_ob")
 			io.WriteString(c.w, ` ASC`)
 		case qcode.OrderDesc:
-			//fmt.Fprintf(w, `"%s_%d.ob.%s" DESC`, sel.Name, sel.ID, ob.Col)
-			tableIDColSuffix(c.w, ti.Name, sel.ID, ob.Col, "_ob")
 			io.WriteString(c.w, ` DESC`)
 		case qcode.OrderAscNullsFirst:
-			//fmt.Fprintf(w, `"%s_%d.ob.%s" ASC NULLS FIRST`, sel.Name, sel.ID, ob.Col)
-			tableIDColSuffix(c.w, ti.Name, sel.ID, ob.Col, "_ob")
 			io.WriteString(c.w, ` ASC NULLS FIRST`)
 		case qcode.OrderDescNullsFirst:
-			//fmt.Fprintf(w, `%s_%d.ob.%s DESC NULLS FIRST`, sel.Name, sel.ID, ob.Col)
-			tableIDColSuffix(c.w, ti.Name, sel.ID, ob.Col, "_ob")
 			io.WriteString(c.w, ` DESC NULLLS FIRST`)
 		case qcode.OrderAscNullsLast:
-			//fmt.Fprintf(w, `"%s_%d.ob.%s ASC NULLS LAST`, sel.Name, sel.ID, ob.Col)
-			tableIDColSuffix(c.w, ti.Name, sel.ID, ob.Col, "_ob")
 			io.WriteString(c.w, ` ASC NULLS LAST`)
 		case qcode.OrderDescNullsLast:
-			//fmt.Fprintf(w, `%s_%d.ob.%s DESC NULLS LAST`, sel.Name, sel.ID, ob.Col)
-			tableIDColSuffix(c.w, ti.Name, sel.ID, ob.Col, "_ob")
 			io.WriteString(c.w, ` DESC NULLS LAST`)
 		default:
 			return fmt.Errorf("13: unexpected value %v", ob.Order)
@@ -1097,8 +1099,7 @@ func (c *compilerContext) renderDistinctOn(sel *qcode.Select, ti *DBTableInfo) {
 		if i != 0 {
 			io.WriteString(c.w, `, `)
 		}
-		//fmt.Fprintf(w, `"%s_%d.ob.%s"`, c.sel.Name, c.sel.ID, c.sel.DistinctOn[i])
+		colWithTable(c.w, ti.Name, sel.DistinctOn[i])
-		tableIDColSuffix(c.w, ti.Name, sel.ID, sel.DistinctOn[i], "_ob")
 	}
 	io.WriteString(c.w, `) `)
 }
@@ -1125,33 +1126,25 @@ func (c *compilerContext) renderVal(ex *qcode.Exp, vars map[string]string, col *
 	io.WriteString(c.w, ` `)
 
 	switch ex.Type {
-	case qcode.ValBool, qcode.ValInt, qcode.ValFloat:
-		if len(ex.Val) != 0 {
-			io.WriteString(c.w, ex.Val)
-		} else {
-			io.WriteString(c.w, `''`)
-		}
-
-	case qcode.ValStr:
-		io.WriteString(c.w, `'`)
-		io.WriteString(c.w, ex.Val)
-		io.WriteString(c.w, `'`)
-
 	case qcode.ValVar:
-		io.WriteString(c.w, `'`)
 		if val, ok := vars[ex.Val]; ok {
-			io.WriteString(c.w, val)
+			squoted(c.w, val)
 		} else {
-			//fmt.Fprintf(w, `'{{%s}}'`, ex.Val)
+			io.WriteString(c.w, ` '{{`)
-			io.WriteString(c.w, `{{`)
 			io.WriteString(c.w, ex.Val)
-			io.WriteString(c.w, `}}`)
+			io.WriteString(c.w, `}}'`)
 		}
-		io.WriteString(c.w, `' :: `)
+
+	case qcode.ValRef:
+		colWithTable(c.w, ex.Table, ex.Col)
+
+	default:
+		squoted(c.w, ex.Val)
+	}
+
+	io.WriteString(c.w, ` :: `)
 	io.WriteString(c.w, col.Type)
 }
-	//io.WriteString(c.w, `)`)
-}
 
 func funcPrefixLen(fn string) int {
 	switch {
@@ -1200,15 +1193,6 @@ func aliasWithID(w io.Writer, alias string, id int32) {
 	io.WriteString(w, `"`)
 }
 
-func aliasWithIDSuffix(w io.Writer, alias string, id int32, suffix string) {
-	io.WriteString(w, ` AS "`)
-	io.WriteString(w, alias)
-	io.WriteString(w, `_`)
-	int2string(w, id)
-	io.WriteString(w, suffix)
-	io.WriteString(w, `"`)
-}
-
 func colWithTable(w io.Writer, table, col string) {
 	io.WriteString(w, `"`)
 	io.WriteString(w, table)
@@ -1229,27 +1213,16 @@ func colWithTableID(w io.Writer, table string, id int32, col string) {
 	io.WriteString(w, `"`)
 }
 
-func colWithTableIDAlias(w io.Writer, table string, id int32, col, alias string) {
+func quoted(w io.Writer, identifier string) {
 	io.WriteString(w, `"`)
-	io.WriteString(w, table)
+	io.WriteString(w, identifier)
-	io.WriteString(w, `_`)
-	int2string(w, id)
-	io.WriteString(w, `"."`)
-	io.WriteString(w, col)
-	io.WriteString(w, `" AS "`)
-	io.WriteString(w, alias)
 	io.WriteString(w, `"`)
 }
 
-func tableIDColSuffix(w io.Writer, table string, id int32, col, suffix string) {
+func squoted(w io.Writer, identifier string) {
-	io.WriteString(w, `"`)
+	io.WriteString(w, `'`)
-	io.WriteString(w, table)
+	io.WriteString(w, identifier)
-	io.WriteString(w, `_`)
+	io.WriteString(w, `'`)
-	int2string(w, id)
-	io.WriteString(w, `_`)
-	io.WriteString(w, col)
-	io.WriteString(w, suffix)
-	io.WriteString(w, `"`)
 }
 
 const charset = "0123456789"

psql/query_test.go

@@ -2,6 +2,7 @@ package psql
 
 import (
 	"bytes"
+	"encoding/json"
 	"testing"
 )
 
@@ -28,16 +29,41 @@ func withComplexArgs(t *testing.T) {
 		}
 	}`
 
-	sql := `SELECT json_object_agg('products', json_0) FROM (SELECT coalesce(json_agg("json_0" ORDER BY "products_0_price_ob" DESC), '[]') AS "json_0" FROM (SELECT DISTINCT ON ("products_0_price_ob") row_to_json((SELECT "json_row_0" FROM (SELECT "products_0"."id" AS "id", "products_0"."name" AS "name", "products_0"."price" AS "price") AS "json_row_0")) AS "json_0", "products_0"."price" AS "products_0_price_ob" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((((("products"."price") > 0) AND (("products"."price") < 8)) AND ((("products"."id") < 28) AND (("products"."id") >= 20)))) LIMIT ('30') :: integer) AS "products_0" ORDER BY "products_0_price_ob" DESC LIMIT ('30') :: integer) AS "json_agg_0") AS "sel_0"`
+	compileGQLToPSQL(t, gql, nil, "user")
-
-	resSQL, err := compileGQLToPSQL(gql, nil, "user")
-	if err != nil {
-		t.Fatal(err)
 }
 
-	if string(resSQL) != sql {
+func withWhereAndList(t *testing.T) {
-		t.Fatal(errNotExpected)
+	gql := `query {
+		products(
+			where: {
+				and: [
+					{ not: { id: { is_null: true } } },
+					{ price: { gt: 10 } },
+				] } ) {
+			id
+			name
+			price
 		}
+	}`
+
+	compileGQLToPSQL(t, gql, nil, "user")
+}
+
+func withWhereIsNull(t *testing.T) {
+	gql := `query {
+		products(
+			where: {
+				and: {
+					not: { id: { is_null: true } },
+					price: { gt: 10 }
+				}}) {
+			id
+			name
+			price
+		}
+	}`
+
+	compileGQLToPSQL(t, gql, nil, "user")
 }
 
 func withWhereMultiOr(t *testing.T) {
@@ -56,93 +82,23 @@ func withWhereMultiOr(t *testing.T) {
 		}
 	}`
 
-	sql := `SELECT json_object_agg('products', json_0) FROM (SELECT coalesce(json_agg("json_0"), '[]') AS "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"."price" AS "price") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((((("products"."price") > 0) AND (("products"."price") < 8)) AND ((("products"."price") < 20) OR (("products"."price") > 10) OR NOT (("products"."id") IS NULL)))) LIMIT ('20') :: integer) AS "products_0" LIMIT ('20') :: integer) AS "json_agg_0") AS "sel_0"`
+	compileGQLToPSQL(t, gql, nil, "user")
-
-	resSQL, err := compileGQLToPSQL(gql, nil, "user")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
-}
-
-func withWhereIsNull(t *testing.T) {
-	gql := `query {
-		products(
-			where: {
-				and: {
-					not: { id: { is_null: true } },
-					price: { gt: 10 }
-				}}) {
-			id
-			name
-			price
-		}
-	}`
-
-	sql := `SELECT json_object_agg('products', json_0) FROM (SELECT coalesce(json_agg("json_0"), '[]') AS "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"."price" AS "price") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((((("products"."price") > 0) AND (("products"."price") < 8)) AND ((("products"."price") > 10) AND NOT (("products"."id") IS NULL)))) LIMIT ('20') :: integer) AS "products_0" LIMIT ('20') :: integer) AS "json_agg_0") AS "sel_0"`
-
-	resSQL, err := compileGQLToPSQL(gql, nil, "user")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
-}
-
-func withWhereAndList(t *testing.T) {
-	gql := `query {
-		products(
-			where: {
-				and: [
-					{ not: { id: { is_null: true } } },
-					{ price: { gt: 10 } },
-				] } ) {
-			id
-			name
-			price
-		}
-	}`
-
-	sql := `SELECT json_object_agg('products', json_0) FROM (SELECT coalesce(json_agg("json_0"), '[]') AS "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"."price" AS "price") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((((("products"."price") > 0) AND (("products"."price") < 8)) AND ((("products"."price") > 10) AND NOT (("products"."id") IS NULL)))) LIMIT ('20') :: integer) AS "products_0" LIMIT ('20') :: integer) AS "json_agg_0") AS "sel_0"`
-
-	resSQL, err := compileGQLToPSQL(gql, nil, "user")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func fetchByID(t *testing.T) {
 	gql := `query {
-		product(id: 15) {
+		product(id: $id) {
 			id
 			name
 		}
 	}`
 
-	sql := `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") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."id", "products"."name" FROM "products" WHERE ((((("products"."price") > 0) AND (("products"."price") < 8)) AND (("products"."id") = 15))) LIMIT ('1') :: integer) AS "products_0" LIMIT ('1') :: integer) AS "sel_0"`
+	compileGQLToPSQL(t, gql, nil, "user")
-
-	resSQL, err := compileGQLToPSQL(gql, nil, "user")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func searchQuery(t *testing.T) {
 	gql := `query {
-		products(search: "ale") {
+		products(search: $query) {
 			id
 			name
 			search_rank
@@ -150,16 +106,7 @@ func searchQuery(t *testing.T) {
 		}
 	}`
 
-	sql := `SELECT json_object_agg('products', json_0) FROM (SELECT coalesce(json_agg("json_0"), '[]') AS "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"."search_rank" AS "search_rank", "products_0"."search_headline_description" AS "search_headline_description") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."id", "products"."name", ts_rank("products"."tsv", websearch_to_tsquery('ale')) AS "search_rank", ts_headline("products"."description", websearch_to_tsquery('ale')) AS "search_headline_description" FROM "products" WHERE ((("products"."tsv") @@ websearch_to_tsquery('ale'))) LIMIT ('20') :: integer) AS "products_0" LIMIT ('20') :: integer) AS "json_agg_0") AS "sel_0"`
+	compileGQLToPSQL(t, gql, nil, "admin")
-
-	resSQL, err := compileGQLToPSQL(gql, nil, "admin")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func oneToMany(t *testing.T) {
@@ -173,16 +120,7 @@ func oneToMany(t *testing.T) {
 		}
 	}`
 
-	sql := `SELECT json_object_agg('users', json_0) FROM (SELECT coalesce(json_agg("json_0"), '[]') AS "json_0" FROM (SELECT row_to_json((SELECT "json_row_0" FROM (SELECT "users_0"."email" AS "email", "products_1_join"."json_1" AS "products") AS "json_row_0")) AS "json_0" FROM (SELECT "users"."email", "users"."id" FROM "users" LIMIT ('20') :: integer) AS "users_0" LEFT OUTER JOIN LATERAL (SELECT coalesce(json_agg("json_1"), '[]') AS "json_1" FROM (SELECT row_to_json((SELECT "json_row_1" FROM (SELECT "products_1"."name" AS "name", "products_1"."price" AS "price") AS "json_row_1")) AS "json_1" FROM (SELECT "products"."name", "products"."price" FROM "products" WHERE ((("products"."user_id") = ("users_0"."id")) AND ((("products"."price") > 0) AND (("products"."price") < 8))) LIMIT ('20') :: integer) AS "products_1" LIMIT ('20') :: integer) AS "json_agg_1") AS "products_1_join" ON ('true') LIMIT ('20') :: integer) AS "json_agg_0") AS "sel_0"`
+	compileGQLToPSQL(t, gql, nil, "user")
-
-	resSQL, err := compileGQLToPSQL(gql, nil, "user")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func oneToManyReverse(t *testing.T) {
@@ -196,20 +134,12 @@ func oneToManyReverse(t *testing.T) {
 		}
 	}`
 
-	sql := `SELECT json_object_agg('products', json_0) FROM (SELECT coalesce(json_agg("json_0"), '[]') AS "json_0" FROM (SELECT row_to_json((SELECT "json_row_0" FROM (SELECT "products_0"."name" AS "name", "products_0"."price" AS "price", "users_1_join"."json_1" AS "users") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."name", "products"."price", "products"."user_id" FROM "products" WHERE (((("products"."price") > 0) AND (("products"."price") < 8))) LIMIT ('20') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT coalesce(json_agg("json_1"), '[]') AS "json_1" FROM (SELECT row_to_json((SELECT "json_row_1" FROM (SELECT "users_1"."email" AS "email") AS "json_row_1")) AS "json_1" FROM (SELECT "users"."email" FROM "users" WHERE ((("users"."id") = ("products_0"."user_id"))) LIMIT ('20') :: integer) AS "users_1" LIMIT ('20') :: integer) AS "json_agg_1") AS "users_1_join" ON ('true') LIMIT ('20') :: integer) AS "json_agg_0") AS "sel_0"`
+	compileGQLToPSQL(t, gql, nil, "user")
-
-	resSQL, err := compileGQLToPSQL(gql, nil, "user")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func oneToManyArray(t *testing.T) {
-	gql := `query {
+	gql := `
+	query {
 		product {
 			name
 			price
@@ -224,19 +154,9 @@ func oneToManyArray(t *testing.T) {
 				name
 			}
 		}
-		}
 	}`
 
-	sql := `SELECT row_to_json("json_root") FROM (SELECT "sel_0"."json_0" AS "tags", "sel_2"."json_2" AS "product" FROM (SELECT row_to_json((SELECT "json_row_2" FROM (SELECT "products_2"."name" AS "name", "products_2"."price" AS "price", "tags_3_join"."json_3" AS "tags") AS "json_row_2")) AS "json_2" FROM (SELECT "products"."name", "products"."price", "products"."tags" FROM "products" LIMIT ('1') :: integer) AS "products_2" LEFT OUTER JOIN LATERAL (SELECT coalesce(json_agg("json_3"), '[]') AS "json_3" FROM (SELECT row_to_json((SELECT "json_row_3" FROM (SELECT "tags_3"."id" AS "id", "tags_3"."name" AS "name") AS "json_row_3")) AS "json_3" FROM (SELECT "tags"."id", "tags"."name" FROM "tags" WHERE ((("tags"."slug") = any ("products_2"."tags"))) LIMIT ('20') :: integer) AS "tags_3" LIMIT ('20') :: integer) AS "json_agg_3") AS "tags_3_join" ON ('true') LIMIT ('1') :: integer) AS "sel_2", (SELECT coalesce(json_agg("json_0"), '[]') AS "json_0" FROM (SELECT row_to_json((SELECT "json_row_0" FROM (SELECT "tags_0"."name" AS "name", "product_1_join"."json_1" AS "product") AS "json_row_0")) AS "json_0" FROM (SELECT "tags"."name", "tags"."slug" FROM "tags" LIMIT ('20') :: integer) AS "tags_0" LEFT OUTER JOIN LATERAL (SELECT row_to_json((SELECT "json_row_1" FROM (SELECT "products_1"."name" AS "name") AS "json_row_1")) AS "json_1" FROM (SELECT "products"."name" FROM "products" WHERE ((("tags_0"."slug") = any ("products"."tags"))) LIMIT ('1') :: integer) AS "products_1" LIMIT ('1') :: integer) AS "product_1_join" ON ('true') LIMIT ('20') :: integer) AS "json_agg_0") AS "sel_0") AS "json_root"`
+	compileGQLToPSQL(t, gql, nil, "admin")
-
-	resSQL, err := compileGQLToPSQL(gql, nil, "admin")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func manyToMany(t *testing.T) {
@@ -250,16 +170,7 @@ func manyToMany(t *testing.T) {
 		}
 	}`
 
-	sql := `SELECT json_object_agg('products', json_0) FROM (SELECT coalesce(json_agg("json_0"), '[]') AS "json_0" FROM (SELECT row_to_json((SELECT "json_row_0" FROM (SELECT "products_0"."name" AS "name", "customers_1_join"."json_1" AS "customers") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."name", "products"."id" FROM "products" WHERE (((("products"."price") > 0) AND (("products"."price") < 8))) LIMIT ('20') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT coalesce(json_agg("json_1"), '[]') AS "json_1" FROM (SELECT row_to_json((SELECT "json_row_1" FROM (SELECT "customers_1"."email" AS "email", "customers_1"."full_name" AS "full_name") AS "json_row_1")) AS "json_1" FROM (SELECT "customers"."email", "customers"."full_name" FROM "customers" LEFT OUTER JOIN "purchases" ON (("purchases"."product_id") = ("products_0"."id")) WHERE ((("customers"."id") = ("purchases"."customer_id"))) LIMIT ('20') :: integer) AS "customers_1" LIMIT ('20') :: integer) AS "json_agg_1") AS "customers_1_join" ON ('true') LIMIT ('20') :: integer) AS "json_agg_0") AS "sel_0"`
+	compileGQLToPSQL(t, gql, nil, "user")
-
-	resSQL, err := compileGQLToPSQL(gql, nil, "user")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func manyToManyReverse(t *testing.T) {
@@ -273,16 +184,7 @@ func manyToManyReverse(t *testing.T) {
 		}
 	}`
 
-	sql := `SELECT json_object_agg('customers', json_0) FROM (SELECT coalesce(json_agg("json_0"), '[]') AS "json_0" FROM (SELECT row_to_json((SELECT "json_row_0" FROM (SELECT "customers_0"."email" AS "email", "customers_0"."full_name" AS "full_name", "products_1_join"."json_1" AS "products") AS "json_row_0")) AS "json_0" FROM (SELECT "customers"."email", "customers"."full_name", "customers"."id" FROM "customers" LIMIT ('20') :: integer) AS "customers_0" LEFT OUTER JOIN LATERAL (SELECT coalesce(json_agg("json_1"), '[]') AS "json_1" FROM (SELECT row_to_json((SELECT "json_row_1" FROM (SELECT "products_1"."name" AS "name") AS "json_row_1")) AS "json_1" FROM (SELECT "products"."name" FROM "products" LEFT OUTER JOIN "purchases" ON (("purchases"."customer_id") = ("customers_0"."id")) WHERE ((("products"."id") = ("purchases"."product_id")) AND ((("products"."price") > 0) AND (("products"."price") < 8))) LIMIT ('20') :: integer) AS "products_1" LIMIT ('20') :: integer) AS "json_agg_1") AS "products_1_join" ON ('true') LIMIT ('20') :: integer) AS "json_agg_0") AS "sel_0"`
+	compileGQLToPSQL(t, gql, nil, "user")
-
-	resSQL, err := compileGQLToPSQL(gql, nil, "user")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func aggFunction(t *testing.T) {
@@ -293,16 +195,7 @@ func aggFunction(t *testing.T) {
 		}
 	}`
 
-	sql := `SELECT json_object_agg('products', json_0) FROM (SELECT coalesce(json_agg("json_0"), '[]') AS "json_0" FROM (SELECT row_to_json((SELECT "json_row_0" FROM (SELECT "products_0"."name" AS "name", "products_0"."count_price" AS "count_price") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."name", count("products"."price") AS "count_price" FROM "products" WHERE (((("products"."price") > 0) AND (("products"."price") < 8))) GROUP BY "products"."name" LIMIT ('20') :: integer) AS "products_0" LIMIT ('20') :: integer) AS "json_agg_0") AS "sel_0"`
+	compileGQLToPSQL(t, gql, nil, "user")
-
-	resSQL, err := compileGQLToPSQL(gql, nil, "user")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func aggFunctionBlockedByCol(t *testing.T) {
@@ -313,16 +206,7 @@ func aggFunctionBlockedByCol(t *testing.T) {
 		}
 	}`
 
-	sql := `SELECT json_object_agg('products', json_0) FROM (SELECT coalesce(json_agg("json_0"), '[]') AS "json_0" FROM (SELECT row_to_json((SELECT "json_row_0" FROM (SELECT "products_0"."name" AS "name") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."name" FROM "products" LIMIT ('20') :: integer) AS "products_0" LIMIT ('20') :: integer) AS "json_agg_0") AS "sel_0"`
+	compileGQLToPSQL(t, gql, nil, "anon")
-
-	resSQL, err := compileGQLToPSQL(gql, nil, "anon")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func aggFunctionDisabled(t *testing.T) {
@@ -333,16 +217,7 @@ func aggFunctionDisabled(t *testing.T) {
 		}
 	}`
 
-	sql := `SELECT json_object_agg('products', json_0) FROM (SELECT coalesce(json_agg("json_0"), '[]') AS "json_0" FROM (SELECT row_to_json((SELECT "json_row_0" FROM (SELECT "products_0"."name" AS "name") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."name" FROM "products" LIMIT ('20') :: integer) AS "products_0" LIMIT ('20') :: integer) AS "json_agg_0") AS "sel_0"`
+	compileGQLToPSQL(t, gql, nil, "anon1")
-
-	resSQL, err := compileGQLToPSQL(gql, nil, "anon1")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func aggFunctionWithFilter(t *testing.T) {
@@ -353,16 +228,7 @@ func aggFunctionWithFilter(t *testing.T) {
 		}
 	}`
 
-	sql := `SELECT json_object_agg('products', json_0) FROM (SELECT coalesce(json_agg("json_0"), '[]') AS "json_0" FROM (SELECT row_to_json((SELECT "json_row_0" FROM (SELECT "products_0"."id" AS "id", "products_0"."max_price" AS "max_price") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."id", max("products"."price") AS "max_price" FROM "products" WHERE ((((("products"."price") > 0) AND (("products"."price") < 8)) AND (("products"."id") > 10))) GROUP BY "products"."id" LIMIT ('20') :: integer) AS "products_0" LIMIT ('20') :: integer) AS "json_agg_0") AS "sel_0"`
+	compileGQLToPSQL(t, gql, nil, "user")
-
-	resSQL, err := compileGQLToPSQL(gql, nil, "user")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func syntheticTables(t *testing.T) {
@@ -372,16 +238,7 @@ func syntheticTables(t *testing.T) {
 		}
 	}`
 
-	sql := `SELECT json_object_agg('me', json_0) FROM (SELECT row_to_json((SELECT "json_row_0" FROM (SELECT ) AS "json_row_0")) AS "json_0" FROM (SELECT "users"."email" FROM "users" WHERE ((("users"."id") IS NOT DISTINCT FROM '{{user_id}}' :: bigint)) LIMIT ('1') :: integer) AS "users_0" LIMIT ('1') :: integer) AS "sel_0"`
+	compileGQLToPSQL(t, gql, nil, "user")
-
-	resSQL, err := compileGQLToPSQL(gql, nil, "user")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func queryWithVariables(t *testing.T) {
@@ -392,16 +249,7 @@ func queryWithVariables(t *testing.T) {
 		}
 	}`
 
-	sql := `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") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."id", "products"."name" FROM "products" WHERE ((((("products"."price") > 0) AND (("products"."price") < 8)) AND ((("products"."price") IS NOT DISTINCT FROM '{{product_price}}' :: numeric(7,2)) AND (("products"."id") = '{{product_id}}' :: bigint)))) LIMIT ('1') :: integer) AS "products_0" LIMIT ('1') :: integer) AS "sel_0"`
+	compileGQLToPSQL(t, gql, nil, "user")
-
-	resSQL, err := compileGQLToPSQL(gql, nil, "user")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func withWhereOnRelations(t *testing.T) {
@@ -418,16 +266,7 @@ func withWhereOnRelations(t *testing.T) {
 		}
 	}`
 
-	sql := `SELECT json_object_agg('users', json_0) FROM (SELECT coalesce(json_agg("json_0"), '[]') AS "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" WHERE (NOT EXISTS (SELECT 1 FROM products WHERE (("products"."user_id") = ("users"."id")) AND ((("products"."price") > 3)))) LIMIT ('20') :: integer) AS "users_0" LIMIT ('20') :: integer) AS "json_agg_0") AS "sel_0"`
+	compileGQLToPSQL(t, gql, nil, "user")
-
-	resSQL, err := compileGQLToPSQL(gql, nil, "user")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func multiRoot(t *testing.T) {
@@ -451,37 +290,68 @@ func multiRoot(t *testing.T) {
 		}
 	}`
 
-	sql := `SELECT row_to_json("json_root") FROM (SELECT "sel_0"."json_0" AS "customer", "sel_1"."json_1" AS "user", "sel_2"."json_2" AS "product" FROM (SELECT row_to_json((SELECT "json_row_2" FROM (SELECT "products_2"."id" AS "id", "products_2"."name" AS "name", "customers_3_join"."json_3" AS "customers", "customer_4_join"."json_4" AS "customer") AS "json_row_2")) AS "json_2" FROM (SELECT "products"."id", "products"."name" FROM "products" WHERE (((("products"."price") > 0) AND (("products"."price") < 8))) LIMIT ('1') :: integer) AS "products_2" LEFT OUTER JOIN LATERAL (SELECT row_to_json((SELECT "json_row_4" FROM (SELECT "customers_4"."email" AS "email") AS "json_row_4")) AS "json_4" FROM (SELECT "customers"."email" FROM "customers" LEFT OUTER JOIN "purchases" ON (("purchases"."product_id") = ("products_2"."id")) WHERE ((("customers"."id") = ("purchases"."customer_id"))) LIMIT ('1') :: integer) AS "customers_4" LIMIT ('1') :: integer) AS "customer_4_join" ON ('true') LEFT OUTER JOIN LATERAL (SELECT coalesce(json_agg("json_3"), '[]') AS "json_3" FROM (SELECT row_to_json((SELECT "json_row_3" FROM (SELECT "customers_3"."email" AS "email") AS "json_row_3")) AS "json_3" FROM (SELECT "customers"."email" FROM "customers" LEFT OUTER JOIN "purchases" ON (("purchases"."product_id") = ("products_2"."id")) WHERE ((("customers"."id") = ("purchases"."customer_id"))) LIMIT ('20') :: integer) AS "customers_3" LIMIT ('20') :: integer) AS "json_agg_3") AS "customers_3_join" ON ('true') LIMIT ('1') :: integer) AS "sel_2", (SELECT row_to_json((SELECT "json_row_1" FROM (SELECT "users_1"."id" AS "id", "users_1"."email" AS "email") AS "json_row_1")) AS "json_1" FROM (SELECT "users"."id", "users"."email" FROM "users" LIMIT ('1') :: integer) AS "users_1" LIMIT ('1') :: integer) AS "sel_1", (SELECT row_to_json((SELECT "json_row_0" FROM (SELECT "customers_0"."id" AS "id") AS "json_row_0")) AS "json_0" FROM (SELECT "customers"."id" FROM "customers" LIMIT ('1') :: integer) AS "customers_0" LIMIT ('1') :: integer) AS "sel_0") AS "json_root"`
+	compileGQLToPSQL(t, gql, nil, "user")
-
-	resSQL, err := compileGQLToPSQL(gql, nil, "user")
-	if err != nil {
-		t.Fatal(err)
 }
 
-	if string(resSQL) != sql {
+func withCursor(t *testing.T) {
-		t.Fatal(errNotExpected)
+	gql := `query {
+		Products(
+			first: 20
+			after: $cursor
+			order_by: { price: desc }) {
+			Name
 		}
+	}`
+
+	vars := map[string]json.RawMessage{
+		"cursor": json.RawMessage(`"0,1"`),
+	}
+
+	compileGQLToPSQL(t, gql, vars, "admin")
+}
+
+func jsonColumnAsTable(t *testing.T) {
+	gql := `query {
+		products {
+			id
+			name
+			tag_count {
+				count
+				tags {
+					name
+				}
+			}
+		}
+	}`
+
+	compileGQLToPSQL(t, gql, nil, "admin")
+}
+
+func skipUserIDForAnonRole(t *testing.T) {
+	gql := `query {
+		products {
+			id
+			name
+			user(where: { id: { eq: $user_id } }) {
+				id
+				email
+			}
+		}
+	}`
+
+	compileGQLToPSQL(t, gql, nil, "anon")
 }
 
 func blockedQuery(t *testing.T) {
 	gql := `query {
-		user(id: 5, where: { id: { gt: 3 } }) {
+		user(id: $id, where: { id: { gt: 3 } }) {
 			id
 			full_name
 			email
 		}
 	}`
 
-	sql := `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"."full_name" AS "full_name", "users_0"."email" AS "email") AS "json_row_0")) AS "json_0" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" WHERE (false) LIMIT ('1') :: integer) AS "users_0" LIMIT ('1') :: integer) AS "sel_0"`
+	compileGQLToPSQL(t, gql, nil, "bad_dude")
-
-	resSQL, err := compileGQLToPSQL(gql, nil, "bad_dude")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func blockedFunctions(t *testing.T) {
@@ -492,16 +362,7 @@ func blockedFunctions(t *testing.T) {
 		}
 	}`
 
-	sql := `SELECT json_object_agg('users', json_0) FROM (SELECT coalesce(json_agg("json_0"), '[]') AS "json_0" FROM (SELECT row_to_json((SELECT "json_row_0" FROM (SELECT "users_0"."email" AS "email") AS "json_row_0")) AS "json_0" FROM (SELECT "users"."email" FROM "users" WHERE (false) LIMIT ('20') :: integer) AS "users_0" LIMIT ('20') :: integer) AS "json_agg_0") AS "sel_0"`
+	compileGQLToPSQL(t, gql, nil, "bad_dude")
-
-	resSQL, err := compileGQLToPSQL(gql, nil, "bad_dude")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func TestCompileQuery(t *testing.T) {
@@ -524,6 +385,9 @@ func TestCompileQuery(t *testing.T) {
 	t.Run("queryWithVariables", queryWithVariables)
 	t.Run("withWhereOnRelations", withWhereOnRelations)
 	t.Run("multiRoot", multiRoot)
+	t.Run("jsonColumnAsTable", jsonColumnAsTable)
+	t.Run("withCursor", withCursor)
+	t.Run("skipUserIDForAnonRole", skipUserIDForAnonRole)
 	t.Run("blockedQuery", blockedQuery)
 	t.Run("blockedFunctions", blockedFunctions)
 }

psql/schema.go

@@ -15,6 +15,7 @@ type DBSchema struct {
 
 type DBTableInfo struct {
 	Name       string
+	Type       string
 	Singular   bool
 	Columns    []DBColumn
 	PrimaryCol *DBColumn
@@ -29,6 +30,7 @@ const (
 	RelOneToOne RelType = iota + 1
 	RelOneToMany
 	RelOneToManyThrough
+	RelEmbedded
 	RelRemote
 )
 
@@ -51,7 +53,6 @@ type DBRel struct {
 }
 
 func NewDBSchema(info *DBInfo, aliases map[string][]string) (*DBSchema, error) {
-
 	schema := &DBSchema{
 		t:  make(map[string]*DBTableInfo),
 		rm: make(map[string]map[string]*DBRel),
@@ -83,6 +84,7 @@ func (s *DBSchema) addTable(
 	singular := flect.Singularize(t.Key)
 	s.t[singular] = &DBTableInfo{
 		Name:     t.Name,
+		Type:     t.Type,
 		Singular: true,
 		Columns:  cols,
 		ColMap:   colmap,
@@ -92,6 +94,7 @@ func (s *DBSchema) addTable(
 	plural := flect.Pluralize(t.Key)
 	s.t[plural] = &DBTableInfo{
 		Name:     t.Name,
+		Type:     t.Type,
 		Singular: false,
 		Columns:  cols,
 		ColMap:   colmap,
@@ -136,20 +139,46 @@ func (s *DBSchema) updateRelationships(t DBTable, cols []DBColumn) error {
 		return fmt.Errorf("invalid foreign key table '%s'", ct)
 	}
 
-	for _, c := range cols {
+	for i := range cols {
-		if len(c.FKeyTable) == 0 || len(c.FKeyColID) == 0 {
+		c := cols[i]
+
+		if len(c.FKeyTable) == 0 {
 			continue
 		}
 
 		// Foreign key column name
 		ft := strings.ToLower(c.FKeyTable)
-		fcid := c.FKeyColID[0]
 
 		ti, ok := s.t[ft]
 		if !ok {
 			return fmt.Errorf("invalid foreign key table '%s'", ft)
 		}
 
+		// This is an embedded relationship like when a json/jsonb column
+		// is exposed as a table
+		if c.Name == c.FKeyTable && len(c.FKeyColID) == 0 {
+			rel := &DBRel{Type: RelEmbedded}
+			rel.Left.col = cti.PrimaryCol
+			rel.Left.Table = cti.Name
+			rel.Left.Col = cti.PrimaryCol.Name
+
+			rel.Right.col = &c
+			rel.Right.Table = ti.Name
+			rel.Right.Col = c.Name
+
+			if err := s.SetRel(ft, ct, rel); err != nil {
+				return err
+			}
+			continue
+		}
+
+		if len(c.FKeyColID) == 0 {
+			continue
+		}
+
+		// Foreign key column id
+		fcid := c.FKeyColID[0]
+
 		fc, ok := ti.ColIDMap[fcid]
 		if !ok {
 			return fmt.Errorf("invalid foreign key column id '%d' for table '%s'",
@@ -188,10 +217,12 @@ func (s *DBSchema) updateRelationships(t DBTable, cols []DBColumn) error {
 			rel2 = &DBRel{Type: RelOneToMany}
 		}
 
+		rel2.Left.col = fc
 		rel2.Left.Table = c.FKeyTable
 		rel2.Left.Col = fc.Name
 		rel2.Left.Array = fc.Array
 
+		rel2.Right.col = &c
 		rel2.Right.Table = t.Name
 		rel2.Right.Col = c.Name
 		rel2.Right.Array = c.Array
@@ -249,9 +280,11 @@ func (s *DBSchema) updateSchemaOTMT(
 	rel1.Through = ti.Name
 	rel1.ColT = col2.Name
 
+	rel1.Left.col = &col2
 	rel1.Left.Table = col2.FKeyTable
 	rel1.Left.Col = fc2.Name
 
+	rel1.Right.col = &col1
 	rel1.Right.Table = ti.Name
 	rel1.Right.Col = col1.Name
 
@@ -265,9 +298,11 @@ func (s *DBSchema) updateSchemaOTMT(
 	rel2.Through = ti.Name
 	rel2.ColT = col1.Name
 
+	rel1.Left.col = fc1
 	rel2.Left.Table = col1.FKeyTable
 	rel2.Left.Col = fc1.Name
 
+	rel1.Right.col = &col2
 	rel2.Right.Table = ti.Name
 	rel2.Right.Col = col2.Name
 

psql/strings.go

@@ -12,6 +12,8 @@ func (rt RelType) String() string {
 		return "one to many through"
 	case RelRemote:
 		return "remote"
+	case RelEmbedded:
+		return "embedded"
 	}
 	return ""
 }

psql/tables.go

@@ -62,6 +62,20 @@ func GetDBInfo(db *pgxpool.Pool) (*DBInfo, error) {
 	return di, nil
 }
 
+func (di *DBInfo) AddTable(t DBTable, cols []DBColumn) {
+	t.ID = di.Tables[len(di.Tables)-1].ID
+
+	di.Tables = append(di.Tables, t)
+	di.colmap[t.Key] = make(map[string]*DBColumn, len(cols))
+
+	for i := range cols {
+		cols[i].ID = int16(i)
+		c := &cols[i]
+		di.colmap[t.Key][c.Key] = c
+	}
+	di.Columns = append(di.Columns, cols)
+}
+
 func (di *DBInfo) GetColumn(table, column string) (*DBColumn, bool) {
 	v, ok := di.colmap[strings.ToLower(table)][strings.ToLower(column)]
 	return v, ok
@@ -137,6 +151,7 @@ SELECT
 	pg_catalog.format_type(f.atttypid,f.atttypmod) AS type,  
 	CASE
 	 WHEN f.attndims != 0 THEN true
+	 WHEN right(pg_catalog.format_type(f.atttypid,f.atttypmod), 2) = '[]' THEN true
 	 ELSE false
 	END AS array,
 	CASE  
@@ -152,7 +167,7 @@ SELECT
 		ELSE ''::text
 	END AS foreignkey,
 	CASE
-		WHEN p.contype = ('f'::char) THEN p.confkey
+		WHEN p.contype = ('f'::char) THEN p.confkey::int2[]
 		ELSE ARRAY[]::int2[]
 	END AS foreignkey_fieldnum
 FROM pg_attribute f
@@ -161,7 +176,7 @@ FROM pg_attribute f
 	LEFT JOIN pg_namespace n ON n.oid = c.relnamespace  
 	LEFT JOIN pg_constraint p ON p.conrelid = c.oid AND f.attnum = ANY (p.conkey)  
 	LEFT JOIN pg_class AS g ON p.confrelid = g.oid  
-WHERE c.relkind = ('r'::char)
+WHERE c.relkind IN ('r', 'v', 'm', 'f')
 	AND n.nspname = $1  -- Replace with Schema name  
 	AND c.relname = $2  -- Replace with table name  
 	AND f.attnum > 0
@@ -229,3 +244,13 @@ ORDER BY id;`
 
 	return cols, nil
 }
+
+// func GetValType(type string) qcode.ValType {
+// 	switch {
+// 		case "bigint", "integer", "smallint", "numeric", "bigserial":
+// 			return qcode.ValInt
+// 		case "double precision", "real":
+// 			return qcode.ValFloat
+// 		case ""
+// 	}
+// }

psql/test_schema.go

@@ -0,0 +1,102 @@
+package psql
+
+import (
+	"log"
+	"strings"
+)
+
+func getTestSchema() *DBSchema {
+	tables := []DBTable{
+		DBTable{Name: "customers", Type: "table"},
+		DBTable{Name: "users", Type: "table"},
+		DBTable{Name: "products", Type: "table"},
+		DBTable{Name: "purchases", Type: "table"},
+		DBTable{Name: "tags", Type: "table"},
+		DBTable{Name: "tag_count", Type: "json"},
+	}
+
+	columns := [][]DBColumn{
+		[]DBColumn{
+			DBColumn{ID: 1, Name: "id", Type: "bigint", NotNull: true, PrimaryKey: true, UniqueKey: true},
+			DBColumn{ID: 2, Name: "full_name", Type: "character varying", NotNull: true, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 3, Name: "phone", Type: "character varying", NotNull: false, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 4, Name: "email", Type: "character varying", NotNull: true, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 5, Name: "encrypted_password", Type: "character varying", NotNull: true, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 6, Name: "reset_password_token", Type: "character varying", NotNull: false, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 7, Name: "reset_password_sent_at", Type: "timestamp without time zone", NotNull: false, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 8, Name: "remember_created_at", Type: "timestamp without time zone", NotNull: false, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 9, Name: "created_at", Type: "timestamp without time zone", NotNull: true, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 10, Name: "updated_at", Type: "timestamp without time zone", NotNull: true, PrimaryKey: false, UniqueKey: false}},
+		[]DBColumn{
+			DBColumn{ID: 1, Name: "id", Type: "bigint", NotNull: true, PrimaryKey: true, UniqueKey: true},
+			DBColumn{ID: 2, Name: "full_name", Type: "character varying", NotNull: true, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 3, Name: "phone", Type: "character varying", NotNull: false, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 4, Name: "avatar", Type: "character varying", NotNull: false, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 5, Name: "email", Type: "character varying", NotNull: true, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 6, Name: "encrypted_password", Type: "character varying", NotNull: true, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 7, Name: "reset_password_token", Type: "character varying", NotNull: false, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 8, Name: "reset_password_sent_at", Type: "timestamp without time zone", NotNull: false, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 9, Name: "remember_created_at", Type: "timestamp without time zone", NotNull: false, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 10, Name: "created_at", Type: "timestamp without time zone", NotNull: true, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 11, Name: "updated_at", Type: "timestamp without time zone", NotNull: true, PrimaryKey: false, UniqueKey: false}},
+		[]DBColumn{
+			DBColumn{ID: 1, Name: "id", Type: "bigint", NotNull: true, PrimaryKey: true, UniqueKey: true},
+			DBColumn{ID: 2, Name: "name", Type: "character varying", NotNull: false, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 3, Name: "description", Type: "text", NotNull: false, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 4, Name: "price", Type: "numeric(7,2)", NotNull: false, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 5, Name: "user_id", Type: "bigint", NotNull: false, PrimaryKey: false, UniqueKey: false, FKeyTable: "users", FKeyColID: []int16{1}},
+			DBColumn{ID: 6, Name: "created_at", Type: "timestamp without time zone", NotNull: true, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 7, Name: "updated_at", Type: "timestamp without time zone", NotNull: true, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 8, Name: "tsv", Type: "tsvector", NotNull: false, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 9, Name: "tags", Type: "text[]", NotNull: false, PrimaryKey: false, UniqueKey: false, FKeyTable: "tags", FKeyColID: []int16{3}, Array: true},
+			DBColumn{ID: 9, Name: "tag_count", Type: "json", NotNull: false, PrimaryKey: false, UniqueKey: false, FKeyTable: "tag_count", FKeyColID: []int16{}}},
+		[]DBColumn{
+			DBColumn{ID: 1, Name: "id", Type: "bigint", NotNull: true, PrimaryKey: true, UniqueKey: true},
+			DBColumn{ID: 2, Name: "customer_id", Type: "bigint", NotNull: false, PrimaryKey: false, UniqueKey: false, FKeyTable: "customers", FKeyColID: []int16{1}},
+			DBColumn{ID: 3, Name: "product_id", Type: "bigint", NotNull: false, PrimaryKey: false, UniqueKey: false, FKeyTable: "products", FKeyColID: []int16{1}},
+			DBColumn{ID: 4, Name: "sale_type", Type: "character varying", NotNull: false, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 5, Name: "quantity", Type: "integer", NotNull: false, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 6, Name: "due_date", Type: "timestamp without time zone", NotNull: false, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 7, Name: "returned", Type: "timestamp without time zone", NotNull: false, PrimaryKey: false, UniqueKey: false}},
+		[]DBColumn{
+			DBColumn{ID: 1, Name: "id", Type: "bigint", NotNull: true, PrimaryKey: true, UniqueKey: true},
+			DBColumn{ID: 2, Name: "name", Type: "text", NotNull: false, PrimaryKey: false, UniqueKey: false},
+			DBColumn{ID: 3, Name: "slug", Type: "text", NotNull: false, PrimaryKey: false, UniqueKey: false}},
+		[]DBColumn{
+			DBColumn{ID: 1, Name: "tag_id", Type: "bigint", NotNull: false, PrimaryKey: false, UniqueKey: false, FKeyTable: "tags", FKeyColID: []int16{1}},
+			DBColumn{ID: 2, Name: "count", Type: "int", NotNull: false, PrimaryKey: false, UniqueKey: false}},
+	}
+
+	for i := range tables {
+		tables[i].Key = strings.ToLower(tables[i].Name)
+		for n := range columns[i] {
+			columns[i][n].Key = strings.ToLower(columns[i][n].Name)
+		}
+	}
+
+	schema := &DBSchema{
+		ver: 110000,
+		t:   make(map[string]*DBTableInfo),
+		rm:  make(map[string]map[string]*DBRel),
+	}
+
+	aliases := map[string][]string{
+		"users": []string{"mes"},
+	}
+
+	for i, t := range tables {
+		err := schema.addTable(t, columns[i], aliases)
+		if err != nil {
+			log.Fatal(err)
+		}
+	}
+
+	for i, t := range tables {
+		err := schema.updateRelationships(t, columns[i])
+		if err != nil {
+			log.Fatal(err)
+		}
+	}
+
+	return schema
+}

psql/tests.sql

@@ -0,0 +1,151 @@
+=== RUN   TestCompileInsert
+=== RUN   TestCompileInsert/simpleInsert
+WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "users" AS (INSERT INTO "users" ("full_name", "email") SELECT "t"."full_name", "t"."email" FROM "_sg_input" i, json_populate_record(NULL::users, i.j) t RETURNING *) SELECT json_build_object('user', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('id', "users_0"."id") AS "json" FROM (SELECT "users"."id" FROM "users" LIMIT ('1') :: integer) AS "users_0") AS "__sel_0"
+=== RUN   TestCompileInsert/singleInsert
+WITH "_sg_input" AS (SELECT '{{insert}}' :: json AS j), "products" AS (INSERT INTO "products" ("name", "description", "price", "user_id") SELECT "t"."name", "t"."description", "t"."price", "t"."user_id" FROM "_sg_input" i, json_populate_record(NULL::products, i.j) t RETURNING *) SELECT json_build_object('product', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('id', "products_0"."id", 'name', "products_0"."name") AS "json" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sel_0"
+=== RUN   TestCompileInsert/bulkInsert
+WITH "_sg_input" AS (SELECT '{{insert}}' :: json AS j), "products" AS (INSERT INTO "products" ("name", "description") SELECT "t"."name", "t"."description" FROM "_sg_input" i, json_populate_recordset(NULL::products, i.j) t RETURNING *) SELECT json_build_object('product', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('id', "products_0"."id", 'name', "products_0"."name") AS "json" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sel_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 "t"."name", "t"."price", 'now' :: timestamp without time zone, 'now' :: timestamp without time zone, '{{user_id}}' :: bigint FROM "_sg_input" i, json_populate_record(NULL::products, i.j) t RETURNING *) SELECT json_build_object('product', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('id', "products_0"."id") AS "json" FROM (SELECT "products"."id" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sel_0"
+=== RUN   TestCompileInsert/nestedInsertManyToMany
+WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "products" AS (INSERT INTO "products" ("name", "price") SELECT "t"."name", "t"."price" FROM "_sg_input" i, json_populate_record(NULL::products, i.j->'product') t RETURNING *), "customers" AS (INSERT INTO "customers" ("full_name", "email") SELECT "t"."full_name", "t"."email" FROM "_sg_input" i, json_populate_record(NULL::customers, i.j->'customer') t RETURNING *), "purchases" AS (INSERT INTO "purchases" ("sale_type", "quantity", "due_date", "customer_id", "product_id") SELECT "t"."sale_type", "t"."quantity", "t"."due_date", "customers"."id", "products"."id" FROM "_sg_input" i, "customers", "products", json_populate_record(NULL::purchases, i.j) t RETURNING *) SELECT json_build_object('purchase', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('sale_type', "purchases_0"."sale_type", 'quantity', "purchases_0"."quantity", 'due_date', "purchases_0"."due_date", 'product', "__sel_1"."json", 'customer', "__sel_2"."json") AS "json" 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 json_build_object('id', "customers_2"."id", 'full_name', "customers_2"."full_name", 'email', "customers_2"."email") AS "json" 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 "__sel_2" ON ('true') LEFT OUTER JOIN LATERAL (SELECT json_build_object('id', "products_1"."id", 'name', "products_1"."name", 'price', "products_1"."price") AS "json" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."id") = ("purchases_0"."product_id"))) LIMIT ('1') :: integer) AS "products_1")  AS "__sel_1" ON ('true')) AS "__sel_0"
+WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "customers" AS (INSERT INTO "customers" ("full_name", "email") SELECT "t"."full_name", "t"."email" FROM "_sg_input" i, json_populate_record(NULL::customers, i.j->'customer') t RETURNING *), "products" AS (INSERT INTO "products" ("name", "price") SELECT "t"."name", "t"."price" FROM "_sg_input" i, json_populate_record(NULL::products, i.j->'product') t RETURNING *), "purchases" AS (INSERT INTO "purchases" ("sale_type", "quantity", "due_date", "product_id", "customer_id") SELECT "t"."sale_type", "t"."quantity", "t"."due_date", "products"."id", "customers"."id" FROM "_sg_input" i, "products", "customers", json_populate_record(NULL::purchases, i.j) t RETURNING *) SELECT json_build_object('purchase', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('sale_type', "purchases_0"."sale_type", 'quantity', "purchases_0"."quantity", 'due_date', "purchases_0"."due_date", 'product', "__sel_1"."json", 'customer', "__sel_2"."json") AS "json" 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 json_build_object('id', "customers_2"."id", 'full_name', "customers_2"."full_name", 'email', "customers_2"."email") AS "json" 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 "__sel_2" ON ('true') LEFT OUTER JOIN LATERAL (SELECT json_build_object('id', "products_1"."id", 'name', "products_1"."name", 'price', "products_1"."price") AS "json" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."id") = ("purchases_0"."product_id"))) LIMIT ('1') :: integer) AS "products_1")  AS "__sel_1" ON ('true')) AS "__sel_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 "t"."full_name", "t"."email", "t"."created_at", "t"."updated_at" FROM "_sg_input" i, json_populate_record(NULL::users, i.j) t RETURNING *), "products" AS (INSERT INTO "products" ("name", "price", "created_at", "updated_at", "user_id") SELECT "t"."name", "t"."price", "t"."created_at", "t"."updated_at", "users"."id" FROM "_sg_input" i, "users", json_populate_record(NULL::products, i.j->'product') t RETURNING *) SELECT json_build_object('user', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('id', "users_0"."id", 'full_name', "users_0"."full_name", 'email', "users_0"."email", 'product', "__sel_1"."json") AS "json" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" LIMIT ('1') :: integer) AS "users_0" LEFT OUTER JOIN LATERAL (SELECT json_build_object('id', "products_1"."id", 'name', "products_1"."name", 'price', "products_1"."price") AS "json" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."user_id") = ("users_0"."id"))) LIMIT ('1') :: integer) AS "products_1")  AS "__sel_1" ON ('true')) AS "__sel_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 "t"."full_name", "t"."email", "t"."created_at", "t"."updated_at" FROM "_sg_input" i, json_populate_record(NULL::users, i.j->'user') t RETURNING *), "products" AS (INSERT INTO "products" ("name", "price", "created_at", "updated_at", "user_id") SELECT "t"."name", "t"."price", "t"."created_at", "t"."updated_at", "users"."id" FROM "_sg_input" i, "users", json_populate_record(NULL::products, i.j) t RETURNING *) SELECT json_build_object('product', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('id', "products_0"."id", 'name', "products_0"."name", 'user', "__sel_1"."json") AS "json" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT json_build_object('id', "users_1"."id", 'full_name', "users_1"."full_name", 'email', "users_1"."email") AS "json" 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 "__sel_1" ON ('true')) AS "__sel_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 "t"."full_name", "t"."email", "t"."created_at", "t"."updated_at" FROM "_sg_input" i, json_populate_record(NULL::users, i.j) t RETURNING *), "products" AS ( UPDATE "products" SET "user_id" = "users"."id" FROM "users" WHERE ("products"."id"= ((i.j->'product'->'connect'->>'id'))::bigint) RETURNING "products".*) SELECT json_build_object('user', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('id', "users_0"."id", 'full_name', "users_0"."full_name", 'email', "users_0"."email", 'product', "__sel_1"."json") AS "json" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" LIMIT ('1') :: integer) AS "users_0" LEFT OUTER JOIN LATERAL (SELECT json_build_object('id', "products_1"."id", 'name', "products_1"."name", 'price', "products_1"."price") AS "json" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."user_id") = ("users_0"."id"))) LIMIT ('1') :: integer) AS "products_1")  AS "__sel_1" ON ('true')) AS "__sel_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 "t"."name", "t"."price", "t"."created_at", "t"."updated_at", "_x_users"."id" FROM "_sg_input" i, "_x_users", json_populate_record(NULL::products, i.j) t RETURNING *) SELECT json_build_object('product', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('id', "products_0"."id", 'name', "products_0"."name", 'user', "__sel_1"."json", 'tags', "__sel_2"."json") AS "json" 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(json_agg("__sel_2"."json"), '[]') as "json" FROM (SELECT json_build_object('id', "tags_2"."id", 'name', "tags_2"."name") AS "json" FROM (SELECT "tags"."id", "tags"."name" FROM "tags" WHERE ((("tags"."slug") = any ("products_0"."tags"))) LIMIT ('20') :: integer) AS "tags_2") AS "__sel_2")  AS "__sel_2" ON ('true') LEFT OUTER JOIN LATERAL (SELECT json_build_object('id', "users_1"."id", 'full_name', "users_1"."full_name", 'email', "users_1"."email") AS "json" 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 "__sel_1" ON ('true')) AS "__sel_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 "t"."name", "t"."price", "t"."created_at", "t"."updated_at", "_x_users"."id" FROM "_sg_input" i, "_x_users", json_populate_record(NULL::products, i.j) t RETURNING *) SELECT json_build_object('product', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('id', "products_0"."id", 'name', "products_0"."name", 'user', "__sel_1"."json") AS "json" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT json_build_object('id', "users_1"."id", 'full_name', "users_1"."full_name", 'email', "users_1"."email") AS "json" 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 "__sel_1" ON ('true')) AS "__sel_0"
+--- PASS: TestCompileInsert (0.02s)
+    --- PASS: TestCompileInsert/simpleInsert (0.00s)
+    --- PASS: TestCompileInsert/singleInsert (0.00s)
+    --- PASS: TestCompileInsert/bulkInsert (0.00s)
+    --- PASS: TestCompileInsert/simpleInsertWithPresets (0.00s)
+    --- PASS: TestCompileInsert/nestedInsertManyToMany (0.00s)
+    --- PASS: TestCompileInsert/nestedInsertOneToMany (0.00s)
+    --- PASS: TestCompileInsert/nestedInsertOneToOne (0.00s)
+    --- PASS: TestCompileInsert/nestedInsertOneToManyWithConnect (0.00s)
+    --- PASS: TestCompileInsert/nestedInsertOneToOneWithConnect (0.00s)
+    --- 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 "t"."name", "t"."description" FROM "_sg_input" i, json_populate_record(NULL::products, i.j) t RETURNING *)  ON CONFLICT (id) DO UPDATE SET name = EXCLUDED.name, description = EXCLUDED.description RETURNING *) SELECT json_build_object('product', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('id', "products_0"."id", 'name', "products_0"."name") AS "json" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sel_0"
+=== RUN   TestCompileMutate/singleUpsertWhere
+WITH "_sg_input" AS (SELECT '{{upsert}}' :: json AS j), "products" AS (INSERT INTO "products" ("name", "description") SELECT "t"."name", "t"."description" FROM "_sg_input" i, json_populate_record(NULL::products, i.j) t RETURNING *)  ON CONFLICT (id) WHERE (("products"."price") > '3' :: numeric(7,2)) DO UPDATE SET name = EXCLUDED.name, description = EXCLUDED.description RETURNING *) SELECT json_build_object('product', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('id', "products_0"."id", 'name', "products_0"."name") AS "json" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sel_0"
+=== RUN   TestCompileMutate/bulkUpsert
+WITH "_sg_input" AS (SELECT '{{upsert}}' :: json AS j), "products" AS (INSERT INTO "products" ("name", "description") SELECT "t"."name", "t"."description" FROM "_sg_input" i, json_populate_recordset(NULL::products, i.j) t RETURNING *)  ON CONFLICT (id) DO UPDATE SET name = EXCLUDED.name, description = EXCLUDED.description RETURNING *) SELECT json_build_object('product', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('id', "products_0"."id", 'name', "products_0"."name") AS "json" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sel_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 json_build_object('product', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('id', "products_0"."id", 'name', "products_0"."name") AS "json" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sel_0"
+--- PASS: TestCompileMutate (0.01s)
+    --- PASS: TestCompileMutate/singleUpsert (0.00s)
+    --- PASS: TestCompileMutate/singleUpsertWhere (0.00s)
+    --- PASS: TestCompileMutate/bulkUpsert (0.00s)
+    --- PASS: TestCompileMutate/delete (0.00s)
+=== RUN   TestCompileQuery
+=== RUN   TestCompileQuery/withComplexArgs
+SELECT json_build_object('products', "__sel_0"."json") as "__root" FROM (SELECT coalesce(json_agg("__sel_0"."json"), '[]') as "json" FROM (SELECT json_build_object('id', "products_0"."id", 'name', "products_0"."name", 'price', "products_0"."price") AS "json" 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 "__sel_0") AS "__sel_0"
+=== RUN   TestCompileQuery/withWhereAndList
+SELECT json_build_object('products', "__sel_0"."json") as "__root" FROM (SELECT coalesce(json_agg("__sel_0"."json"), '[]') as "json" FROM (SELECT json_build_object('id', "products_0"."id", 'name', "products_0"."name", 'price', "products_0"."price") AS "json" 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 "__sel_0") AS "__sel_0"
+=== RUN   TestCompileQuery/withWhereIsNull
+SELECT json_build_object('products', "__sel_0"."json") as "__root" FROM (SELECT coalesce(json_agg("__sel_0"."json"), '[]') as "json" FROM (SELECT json_build_object('id', "products_0"."id", 'name', "products_0"."name", 'price', "products_0"."price") AS "json" 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 "__sel_0") AS "__sel_0"
+=== RUN   TestCompileQuery/withWhereMultiOr
+SELECT json_build_object('products', "__sel_0"."json") as "__root" FROM (SELECT coalesce(json_agg("__sel_0"."json"), '[]') as "json" FROM (SELECT json_build_object('id', "products_0"."id", 'name', "products_0"."name", 'price', "products_0"."price") AS "json" 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 "__sel_0") AS "__sel_0"
+=== RUN   TestCompileQuery/fetchByID
+SELECT json_build_object('product', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('id', "products_0"."id", 'name', "products_0"."name") AS "json" 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 "__sel_0"
+=== RUN   TestCompileQuery/searchQuery
+SELECT json_build_object('products', "__sel_0"."json") as "__root" FROM (SELECT coalesce(json_agg("__sel_0"."json"), '[]') as "json" FROM (SELECT json_build_object('id', "products_0"."id", 'name', "products_0"."name", 'search_rank', "products_0"."search_rank", 'search_headline_description', "products_0"."search_headline_description") AS "json" 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 "__sel_0") AS "__sel_0"
+=== RUN   TestCompileQuery/oneToMany
+SELECT json_build_object('users', "__sel_0"."json") as "__root" FROM (SELECT coalesce(json_agg("__sel_0"."json"), '[]') as "json" FROM (SELECT json_build_object('email', "users_0"."email", 'products', "__sel_1"."json") AS "json" FROM (SELECT "users"."email", "users"."id" FROM "users" LIMIT ('20') :: integer) AS "users_0" LEFT OUTER JOIN LATERAL (SELECT coalesce(json_agg("__sel_1"."json"), '[]') as "json" FROM (SELECT json_build_object('name', "products_1"."name", 'price', "products_1"."price") AS "json" 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 "__sel_1")  AS "__sel_1" ON ('true')) AS "__sel_0") AS "__sel_0"
+=== RUN   TestCompileQuery/oneToManyReverse
+SELECT json_build_object('products', "__sel_0"."json") as "__root" FROM (SELECT coalesce(json_agg("__sel_0"."json"), '[]') as "json" FROM (SELECT json_build_object('name', "products_0"."name", 'price', "products_0"."price", 'users', "__sel_1"."json") AS "json" FROM (SELECT "products"."name", "products"."price", "products"."user_id" FROM "products" WHERE (((("products"."price") > '0' :: numeric(7,2)) AND (("products"."price") < '8' :: numeric(7,2)))) LIMIT ('20') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT coalesce(json_agg("__sel_1"."json"), '[]') as "json" FROM (SELECT json_build_object('email', "users_1"."email") AS "json" FROM (SELECT "users"."email" FROM "users" WHERE ((("users"."id") = ("products_0"."user_id"))) LIMIT ('20') :: integer) AS "users_1") AS "__sel_1")  AS "__sel_1" ON ('true')) AS "__sel_0") AS "__sel_0"
+=== RUN   TestCompileQuery/oneToManyArray
+SELECT json_build_object('tags', "__sel_0"."json", 'product', "__sel_2"."json") as "__root" FROM (SELECT json_build_object('name', "products_2"."name", 'price', "products_2"."price", 'tags', "__sel_3"."json") AS "json" FROM (SELECT "products"."name", "products"."price", "products"."tags" FROM "products" LIMIT ('1') :: integer) AS "products_2" LEFT OUTER JOIN LATERAL (SELECT coalesce(json_agg("__sel_3"."json"), '[]') as "json" FROM (SELECT json_build_object('id', "tags_3"."id", 'name', "tags_3"."name") AS "json" FROM (SELECT "tags"."id", "tags"."name" FROM "tags" WHERE ((("tags"."slug") = any ("products_2"."tags"))) LIMIT ('20') :: integer) AS "tags_3") AS "__sel_3")  AS "__sel_3" ON ('true')) AS "__sel_2", (SELECT coalesce(json_agg("__sel_0"."json"), '[]') as "json" FROM (SELECT json_build_object('name', "tags_0"."name", 'product', "__sel_1"."json") AS "json" FROM (SELECT "tags"."name", "tags"."slug" FROM "tags" LIMIT ('20') :: integer) AS "tags_0" LEFT OUTER JOIN LATERAL (SELECT json_build_object('name', "products_1"."name") AS "json" FROM (SELECT "products"."name" FROM "products" WHERE ((("tags_0"."slug") = any ("products"."tags"))) LIMIT ('1') :: integer) AS "products_1")  AS "__sel_1" ON ('true')) AS "__sel_0") AS "__sel_0"
+=== RUN   TestCompileQuery/manyToMany
+SELECT json_build_object('products', "__sel_0"."json") as "__root" FROM (SELECT coalesce(json_agg("__sel_0"."json"), '[]') as "json" FROM (SELECT json_build_object('name', "products_0"."name", 'customers', "__sel_1"."json") AS "json" FROM (SELECT "products"."name", "products"."id" FROM "products" WHERE (((("products"."price") > '0' :: numeric(7,2)) AND (("products"."price") < '8' :: numeric(7,2)))) LIMIT ('20') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT coalesce(json_agg("__sel_1"."json"), '[]') as "json" FROM (SELECT json_build_object('email', "customers_1"."email", 'full_name', "customers_1"."full_name") AS "json" FROM (SELECT "customers"."email", "customers"."full_name" FROM "customers" LEFT OUTER JOIN "purchases" ON (("purchases"."product_id") = ("products_0"."id")) WHERE ((("customers"."id") = ("purchases"."customer_id"))) LIMIT ('20') :: integer) AS "customers_1") AS "__sel_1")  AS "__sel_1" ON ('true')) AS "__sel_0") AS "__sel_0"
+=== RUN   TestCompileQuery/manyToManyReverse
+SELECT json_build_object('customers', "__sel_0"."json") as "__root" FROM (SELECT coalesce(json_agg("__sel_0"."json"), '[]') as "json" FROM (SELECT json_build_object('email', "customers_0"."email", 'full_name', "customers_0"."full_name", 'products', "__sel_1"."json") AS "json" FROM (SELECT "customers"."email", "customers"."full_name", "customers"."id" FROM "customers" LIMIT ('20') :: integer) AS "customers_0" LEFT OUTER JOIN LATERAL (SELECT coalesce(json_agg("__sel_1"."json"), '[]') as "json" FROM (SELECT json_build_object('name', "products_1"."name") AS "json" FROM (SELECT "products"."name" FROM "products" LEFT OUTER JOIN "purchases" ON (("purchases"."customer_id") = ("customers_0"."id")) WHERE ((("products"."id") = ("purchases"."product_id")) AND ((("products"."price") > '0' :: numeric(7,2)) AND (("products"."price") < '8' :: numeric(7,2)))) LIMIT ('20') :: integer) AS "products_1") AS "__sel_1")  AS "__sel_1" ON ('true')) AS "__sel_0") AS "__sel_0"
+=== RUN   TestCompileQuery/aggFunction
+SELECT json_build_object('products', "__sel_0"."json") as "__root" FROM (SELECT coalesce(json_agg("__sel_0"."json"), '[]') as "json" FROM (SELECT json_build_object('name', "products_0"."name", 'count_price', "products_0"."count_price") AS "json" FROM (SELECT "products"."name", price("products"."price") AS "count_price" FROM "products" WHERE (((("products"."price") > '0' :: numeric(7,2)) AND (("products"."price") < '8' :: numeric(7,2)))) GROUP BY "products"."name" LIMIT ('20') :: integer) AS "products_0") AS "__sel_0") AS "__sel_0"
+=== RUN   TestCompileQuery/aggFunctionBlockedByCol
+SELECT json_build_object('products', "__sel_0"."json") as "__root" FROM (SELECT coalesce(json_agg("__sel_0"."json"), '[]') as "json" FROM (SELECT json_build_object('name', "products_0"."name") AS "json" FROM (SELECT "products"."name" FROM "products" GROUP BY "products"."name" LIMIT ('20') :: integer) AS "products_0") AS "__sel_0") AS "__sel_0"
+=== RUN   TestCompileQuery/aggFunctionDisabled
+SELECT json_build_object('products', "__sel_0"."json") as "__root" FROM (SELECT coalesce(json_agg("__sel_0"."json"), '[]') as "json" FROM (SELECT json_build_object('name', "products_0"."name") AS "json" FROM (SELECT "products"."name" FROM "products" GROUP BY "products"."name" LIMIT ('20') :: integer) AS "products_0") AS "__sel_0") AS "__sel_0"
+=== RUN   TestCompileQuery/aggFunctionWithFilter
+SELECT json_build_object('products', "__sel_0"."json") as "__root" FROM (SELECT coalesce(json_agg("__sel_0"."json"), '[]') as "json" FROM (SELECT json_build_object('id', "products_0"."id", 'max_price', "products_0"."max_price") AS "json" FROM (SELECT "products"."id", pri("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 "__sel_0") AS "__sel_0"
+=== RUN   TestCompileQuery/syntheticTables
+SELECT json_build_object('me', "__sel_0"."json") as "__root" FROM (SELECT json_build_object() AS "json" FROM (SELECT "users"."email" FROM "users" WHERE ((("users"."id") =  '{{user_id}}' :: bigint)) LIMIT ('1') :: integer) AS "users_0") AS "__sel_0"
+=== RUN   TestCompileQuery/queryWithVariables
+SELECT json_build_object('product', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('id', "products_0"."id", 'name', "products_0"."name") AS "json" 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 "__sel_0"
+=== RUN   TestCompileQuery/withWhereOnRelations
+SELECT json_build_object('users', "__sel_0"."json") as "__root" FROM (SELECT coalesce(json_agg("__sel_0"."json"), '[]') as "json" FROM (SELECT json_build_object('id', "users_0"."id", 'email', "users_0"."email") AS "json" 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 "__sel_0") AS "__sel_0"
+=== RUN   TestCompileQuery/multiRoot
+SELECT json_build_object('customer', "__sel_0"."json", 'user', "__sel_1"."json", 'product', "__sel_2"."json") as "__root" FROM (SELECT json_build_object('id', "products_2"."id", 'name', "products_2"."name", 'customers', "__sel_3"."json", 'customer', "__sel_4"."json") AS "json" FROM (SELECT "products"."id", "products"."name" FROM "products" WHERE (((("products"."price") > '0' :: numeric(7,2)) AND (("products"."price") < '8' :: numeric(7,2)))) LIMIT ('1') :: integer) AS "products_2" LEFT OUTER JOIN LATERAL (SELECT json_build_object('email', "customers_4"."email") AS "json" FROM (SELECT "customers"."email" FROM "customers" LEFT OUTER JOIN "purchases" ON (("purchases"."product_id") = ("products_2"."id")) WHERE ((("customers"."id") = ("purchases"."customer_id"))) LIMIT ('1') :: integer) AS "customers_4")  AS "__sel_4" ON ('true') LEFT OUTER JOIN LATERAL (SELECT coalesce(json_agg("__sel_3"."json"), '[]') as "json" FROM (SELECT json_build_object('email', "customers_3"."email") AS "json" FROM (SELECT "customers"."email" FROM "customers" LEFT OUTER JOIN "purchases" ON (("purchases"."product_id") = ("products_2"."id")) WHERE ((("customers"."id") = ("purchases"."customer_id"))) LIMIT ('20') :: integer) AS "customers_3") AS "__sel_3")  AS "__sel_3" ON ('true')) AS "__sel_2", (SELECT json_build_object('id', "users_1"."id", 'email', "users_1"."email") AS "json" FROM (SELECT "users"."id", "users"."email" FROM "users" LIMIT ('1') :: integer) AS "users_1") AS "__sel_1", (SELECT json_build_object('id', "customers_0"."id") AS "json" FROM (SELECT "customers"."id" FROM "customers" LIMIT ('1') :: integer) AS "customers_0") AS "__sel_0"
+=== RUN   TestCompileQuery/jsonColumnAsTable
+SELECT json_build_object('products', "__sel_0"."json") as "__root" FROM (SELECT coalesce(json_agg("__sel_0"."json"), '[]') as "json" FROM (SELECT json_build_object('id', "products_0"."id", 'name', "products_0"."name", 'tag_count', "__sel_1"."json") AS "json" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('20') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT json_build_object('count', "tag_count_1"."count", 'tags', "__sel_2"."json") AS "json" 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(json_agg("__sel_2"."json"), '[]') as "json" FROM (SELECT json_build_object('name', "tags_2"."name") AS "json" FROM (SELECT "tags"."name" FROM "tags" WHERE ((("tags"."id") = ("tag_count_1"."tag_id"))) LIMIT ('20') :: integer) AS "tags_2") AS "__sel_2")  AS "__sel_2" ON ('true'))  AS "__sel_1" ON ('true')) AS "__sel_0") AS "__sel_0"
+=== RUN   TestCompileQuery/withCursor
+SELECT json_build_object('products', "__sel_0"."json", 'products_cursor', "__sel_0"."cursor") as "__root" FROM (SELECT coalesce(json_agg("__sel_0"."json"), '[]') as "json", CONCAT_WS(',', max("__cur_0"), max("__cur_1")) as "cursor" FROM (SELECT json_build_object('name', "products_0"."name") AS "json", 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 "__sel_0") AS "__sel_0"
+=== RUN   TestCompileQuery/skipUserIDForAnonRole
+SELECT json_build_object('products', "__sel_0"."json") as "__root" FROM (SELECT coalesce(json_agg("__sel_0"."json"), '[]') as "json" FROM (SELECT json_build_object('id', "products_0"."id", 'name', "products_0"."name") AS "json" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('20') :: integer) AS "products_0") AS "__sel_0") AS "__sel_0"
+=== RUN   TestCompileQuery/blockedQuery
+SELECT json_build_object('user', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('id', "users_0"."id", 'full_name', "users_0"."full_name", 'email', "users_0"."email") AS "json" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" WHERE (false) LIMIT ('1') :: integer) AS "users_0") AS "__sel_0"
+=== RUN   TestCompileQuery/blockedFunctions
+SELECT json_build_object('users', "__sel_0"."json") as "__root" FROM (SELECT coalesce(json_agg("__sel_0"."json"), '[]') as "json" FROM (SELECT json_build_object('email', "users_0"."email") AS "json" FROM (SELECT , "users"."email" FROM "users" WHERE (false) GROUP BY "users"."email" LIMIT ('20') :: integer) AS "users_0") AS "__sel_0") AS "__sel_0"
+--- PASS: TestCompileQuery (0.02s)
+    --- PASS: TestCompileQuery/withComplexArgs (0.00s)
+    --- PASS: TestCompileQuery/withWhereAndList (0.00s)
+    --- PASS: TestCompileQuery/withWhereIsNull (0.00s)
+    --- PASS: TestCompileQuery/withWhereMultiOr (0.00s)
+    --- PASS: TestCompileQuery/fetchByID (0.00s)
+    --- PASS: TestCompileQuery/searchQuery (0.00s)
+    --- PASS: TestCompileQuery/oneToMany (0.00s)
+    --- PASS: TestCompileQuery/oneToManyReverse (0.00s)
+    --- PASS: TestCompileQuery/oneToManyArray (0.00s)
+    --- PASS: TestCompileQuery/manyToMany (0.00s)
+    --- PASS: TestCompileQuery/manyToManyReverse (0.00s)
+    --- PASS: TestCompileQuery/aggFunction (0.00s)
+    --- PASS: TestCompileQuery/aggFunctionBlockedByCol (0.00s)
+    --- PASS: TestCompileQuery/aggFunctionDisabled (0.00s)
+    --- PASS: TestCompileQuery/aggFunctionWithFilter (0.00s)
+    --- PASS: TestCompileQuery/syntheticTables (0.00s)
+    --- PASS: TestCompileQuery/queryWithVariables (0.00s)
+    --- PASS: TestCompileQuery/withWhereOnRelations (0.00s)
+    --- PASS: TestCompileQuery/multiRoot (0.00s)
+    --- PASS: TestCompileQuery/jsonColumnAsTable (0.00s)
+    --- PASS: TestCompileQuery/withCursor (0.00s)
+    --- PASS: TestCompileQuery/skipUserIDForAnonRole (0.00s)
+    --- PASS: TestCompileQuery/blockedQuery (0.00s)
+    --- 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 "t"."name", "t"."description" FROM "_sg_input" i, json_populate_record(NULL::products, i.j) t) WHERE ((("products"."id") = '1' :: bigint) AND (("products"."id") =  '{{id}}' :: bigint)) RETURNING "products".*) SELECT json_build_object('product', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('id', "products_0"."id", 'name', "products_0"."name") AS "json" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sel_0"
+=== RUN   TestCompileUpdate/simpleUpdateWithPresets
+WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "products" AS (UPDATE "products" SET ("name", "price", "updated_at") = (SELECT "t"."name", "t"."price", 'now' :: timestamp without time zone FROM "_sg_input" i, json_populate_record(NULL::products, i.j) t) WHERE (("products"."user_id") =  '{{user_id}}' :: bigint) RETURNING "products".*) SELECT json_build_object('product', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('id', "products_0"."id") AS "json" FROM (SELECT "products"."id" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sel_0"
+=== RUN   TestCompileUpdate/nestedUpdateManyToMany
+WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "purchases" AS (UPDATE "purchases" SET ("sale_type", "quantity", "due_date") = (SELECT "t"."sale_type", "t"."quantity", "t"."due_date" FROM "_sg_input" i, json_populate_record(NULL::purchases, i.j) t) WHERE (("purchases"."id") =  '{{id}}' :: bigint) RETURNING "purchases".*), "customers" AS (UPDATE "customers" SET ("full_name", "email") = (SELECT "t"."full_name", "t"."email" FROM "_sg_input" i, json_populate_record(NULL::customers, i.j->'customer') t) FROM "purchases" WHERE (("customers"."id") = ("purchases"."customer_id")) RETURNING "customers".*), "products" AS (UPDATE "products" SET ("name", "price") = (SELECT "t"."name", "t"."price" FROM "_sg_input" i, json_populate_record(NULL::products, i.j->'product') t) FROM "purchases" WHERE (("products"."id") = ("purchases"."product_id")) RETURNING "products".*) SELECT json_build_object('purchase', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('sale_type', "purchases_0"."sale_type", 'quantity', "purchases_0"."quantity", 'due_date', "purchases_0"."due_date", 'product', "__sel_1"."json", 'customer', "__sel_2"."json") AS "json" 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 json_build_object('id', "customers_2"."id", 'full_name', "customers_2"."full_name", 'email', "customers_2"."email") AS "json" 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 "__sel_2" ON ('true') LEFT OUTER JOIN LATERAL (SELECT json_build_object('id', "products_1"."id", 'name', "products_1"."name", 'price', "products_1"."price") AS "json" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."id") = ("purchases_0"."product_id"))) LIMIT ('1') :: integer) AS "products_1")  AS "__sel_1" ON ('true')) AS "__sel_0"
+WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "purchases" AS (UPDATE "purchases" SET ("sale_type", "quantity", "due_date") = (SELECT "t"."sale_type", "t"."quantity", "t"."due_date" FROM "_sg_input" i, json_populate_record(NULL::purchases, i.j) t) WHERE (("purchases"."id") =  '{{id}}' :: bigint) RETURNING "purchases".*), "products" AS (UPDATE "products" SET ("name", "price") = (SELECT "t"."name", "t"."price" FROM "_sg_input" i, json_populate_record(NULL::products, i.j->'product') t) FROM "purchases" WHERE (("products"."id") = ("purchases"."product_id")) RETURNING "products".*), "customers" AS (UPDATE "customers" SET ("full_name", "email") = (SELECT "t"."full_name", "t"."email" FROM "_sg_input" i, json_populate_record(NULL::customers, i.j->'customer') t) FROM "purchases" WHERE (("customers"."id") = ("purchases"."customer_id")) RETURNING "customers".*) SELECT json_build_object('purchase', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('sale_type', "purchases_0"."sale_type", 'quantity', "purchases_0"."quantity", 'due_date', "purchases_0"."due_date", 'product', "__sel_1"."json", 'customer', "__sel_2"."json") AS "json" 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 json_build_object('id', "customers_2"."id", 'full_name', "customers_2"."full_name", 'email', "customers_2"."email") AS "json" 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 "__sel_2" ON ('true') LEFT OUTER JOIN LATERAL (SELECT json_build_object('id', "products_1"."id", 'name', "products_1"."name", 'price', "products_1"."price") AS "json" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."id") = ("purchases_0"."product_id"))) LIMIT ('1') :: integer) AS "products_1")  AS "__sel_1" ON ('true')) AS "__sel_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 "t"."full_name", "t"."email", "t"."created_at", "t"."updated_at" FROM "_sg_input" i, json_populate_record(NULL::users, i.j) t) WHERE (("users"."id") = '8' :: bigint) RETURNING "users".*), "products" AS (UPDATE "products" SET ("name", "price", "created_at", "updated_at") = (SELECT "t"."name", "t"."price", "t"."created_at", "t"."updated_at" FROM "_sg_input" i, json_populate_record(NULL::products, i.j->'product') t) FROM "users" WHERE (("products"."user_id") = ("users"."id") AND "products"."id"= ((i.j->'product'->'where'->>'id'))::bigint) RETURNING "products".*) SELECT json_build_object('user', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('id', "users_0"."id", 'full_name', "users_0"."full_name", 'email', "users_0"."email", 'product', "__sel_1"."json") AS "json" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" LIMIT ('1') :: integer) AS "users_0" LEFT OUTER JOIN LATERAL (SELECT json_build_object('id', "products_1"."id", 'name', "products_1"."name", 'price', "products_1"."price") AS "json" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."user_id") = ("users_0"."id"))) LIMIT ('1') :: integer) AS "products_1")  AS "__sel_1" ON ('true')) AS "__sel_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 "t"."name", "t"."price", "t"."created_at", "t"."updated_at" FROM "_sg_input" i, json_populate_record(NULL::products, i.j) t) WHERE (("products"."id") =  '{{id}}' :: bigint) RETURNING "products".*), "users" AS (UPDATE "users" SET ("email") = (SELECT "t"."email" FROM "_sg_input" i, json_populate_record(NULL::users, i.j->'user') t) FROM "products" WHERE (("users"."id") = ("products"."user_id")) RETURNING "users".*) SELECT json_build_object('product', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('id', "products_0"."id", 'name', "products_0"."name", 'user', "__sel_1"."json") AS "json" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT json_build_object('id', "users_1"."id", 'full_name', "users_1"."full_name", 'email', "users_1"."email") AS "json" 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 "__sel_1" ON ('true')) AS "__sel_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 "t"."full_name", "t"."email", "t"."created_at", "t"."updated_at" FROM "_sg_input" i, json_populate_record(NULL::users, i.j) t) 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 json_build_object('user', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('id', "users_0"."id", 'full_name', "users_0"."full_name", 'email', "users_0"."email", 'product', "__sel_1"."json") AS "json" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" LIMIT ('1') :: integer) AS "users_0" LEFT OUTER JOIN LATERAL (SELECT json_build_object('id', "products_1"."id", 'name', "products_1"."name", 'price', "products_1"."price") AS "json" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."user_id") = ("users_0"."id"))) LIMIT ('1') :: integer) AS "products_1")  AS "__sel_1" ON ('true')) AS "__sel_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 "t"."name", "t"."price", "_x_users"."id" FROM "_sg_input" i, "_x_users", json_populate_record(NULL::products, i.j) t) WHERE (("products"."id") =  '{{product_id}}' :: bigint) RETURNING "products".*) SELECT json_build_object('product', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('id', "products_0"."id", 'name', "products_0"."name", 'user', "__sel_1"."json") AS "json" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT json_build_object('id', "users_1"."id", 'full_name', "users_1"."full_name", 'email', "users_1"."email") AS "json" 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 "__sel_1" ON ('true')) AS "__sel_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 "t"."name", "t"."price", "_x_users"."id" FROM "_sg_input" i, "_x_users", json_populate_record(NULL::products, i.j) t) WHERE (("products"."id") =  '{{product_id}}' :: bigint) RETURNING "products".*) SELECT json_build_object('product', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('id', "products_0"."id", 'name', "products_0"."name", 'user', "__sel_1"."json") AS "json" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT json_build_object('id', "users_1"."id", 'full_name', "users_1"."full_name", 'email', "users_1"."email") AS "json" 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 "__sel_1" ON ('true')) AS "__sel_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 "t"."name", "t"."price", "_x_users"."id" FROM "_sg_input" i, "_x_users", json_populate_record(NULL::products, i.j) t) WHERE (("products"."id") =  '{{id}}' :: bigint) RETURNING "products".*) SELECT json_build_object('product', "__sel_0"."json") as "__root" FROM (SELECT json_build_object('id', "products_0"."id", 'name', "products_0"."name", 'user_id', "products_0"."user_id") AS "json" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0") AS "__sel_0"
+--- PASS: TestCompileUpdate (0.02s)
+    --- PASS: TestCompileUpdate/singleUpdate (0.00s)
+    --- PASS: TestCompileUpdate/simpleUpdateWithPresets (0.00s)
+    --- PASS: TestCompileUpdate/nestedUpdateManyToMany (0.00s)
+    --- PASS: TestCompileUpdate/nestedUpdateOneToMany (0.00s)
+    --- PASS: TestCompileUpdate/nestedUpdateOneToOne (0.00s)
+    --- PASS: TestCompileUpdate/nestedUpdateOneToManyWithConnect (0.00s)
+    --- PASS: TestCompileUpdate/nestedUpdateOneToOneWithConnect (0.00s)
+    --- PASS: TestCompileUpdate/nestedUpdateOneToOneWithDisconnect (0.00s)
+PASS
+ok  	github.com/dosco/super-graph/psql	0.716s

psql/update.go

@@ -15,7 +15,10 @@ func (c *compilerContext) renderUpdate(qc *qcode.QCode, w io.Writer,
 
 	update, ok := vars[qc.ActionVar]
 	if !ok {
-		return 0, fmt.Errorf("Variable '%s' not !defined", qc.ActionVar)
+		return 0, fmt.Errorf("variable '%s' not !defined", qc.ActionVar)
+	}
+	if len(update) == 0 {
+		return 0, fmt.Errorf("variable '%s' is empty", qc.ActionVar)
 	}
 
 	io.WriteString(c.w, `WITH "_sg_input" AS (SELECT '{{`)
@@ -125,10 +128,10 @@ func (c *compilerContext) renderUpdateStmt(w io.Writer, qc *qcode.QCode, item re
 		if item.relPC.Type == RelOneToMany {
 			if conn, ok := item.data["where"]; ok {
 				io.WriteString(w, ` AND `)
-				renderWhereFromJSON(w, item.ti.Name, conn)
+				renderWhereFromJSON(w, item.kvitem, "where", conn)
 			} else if conn, ok := item.data["_where"]; ok {
 				io.WriteString(w, ` AND `)
-				renderWhereFromJSON(w, item.ti.Name, conn)
+				renderWhereFromJSON(w, item.kvitem, "_where", conn)
 			}
 		}
 		io.WriteString(w, `)`)
@@ -165,9 +168,28 @@ func renderNestedUpdateRelColumns(w io.Writer, item kvitem, values bool) error {
 	for _, v := range item.items {
 		if v._ctype > 0 && v.relCP.Type == RelOneToMany {
 			if values {
-				colWithTable(w, v.relCP.Left.Table, v.relCP.Left.Col)
+				// if v.relCP.Right.Array {
+				// 	io.WriteString(w, `array_diff(`)
+				// 	colWithTable(w, v.relCP.Right.Table, v.relCP.Right.Col)
+				// 	io.WriteString(w, `, `)
+				// }
+
+				if v._ctype > 0 {
+					io.WriteString(w, `"_x_`)
+					io.WriteString(w, v.relCP.Left.Table)
+					io.WriteString(w, `".`)
+					quoted(w, v.relCP.Left.Col)
 				} else {
+					colWithTable(w, v.relCP.Left.Table, v.relCP.Left.Col)
+				}
+
+				// if v.relCP.Right.Array {
+				// 	io.WriteString(w, `)`)
+				// }
+			} else {
+
 				quoted(w, v.relCP.Right.Col)
+
 			}
 		}
 	}
@@ -176,12 +198,13 @@ func renderNestedUpdateRelColumns(w io.Writer, item kvitem, values bool) error {
 }
 
 func renderNestedUpdateRelTables(w io.Writer, item kvitem) error {
-	// Render child foreign key columns if child-to-parent
+	// Render tables needed to set values if child-to-parent
 	// relationship is one-to-many
 	for _, v := range item.items {
 		if v._ctype > 0 && v.relCP.Type == RelOneToMany {
-			quoted(w, v.relCP.Left.Table)
+			io.WriteString(w, `"_x_`)
-			io.WriteString(w, `, `)
+			io.WriteString(w, v.relCP.Left.Table)
+			io.WriteString(w, `", `)
 		}
 	}
 

psql/update_test.go

@@ -7,26 +7,17 @@ import (
 
 func singleUpdate(t *testing.T) {
 	gql := `mutation {
-		product(id: 15, update: $update, where: { id: { eq: 1 } }) {
+		product(id: $id, update: $update, where: { id: { eq: 1 } }) {
 			id
 			name
 		}
 	}`
 
-	sql := `WITH "_sg_input" AS (SELECT '{{update}}' :: json AS j), "products" AS (UPDATE "products" SET ("name", "description") = (SELECT "t"."name", "t"."description" FROM "_sg_input" i, json_populate_record(NULL::products, i.j) t)WHERE ((("products"."id") IS NOT DISTINCT FROM 1) AND (("products"."id") = 15)) 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") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."id", "products"."name" FROM "products" LIMIT ('1') :: integer) AS "products_0" LIMIT ('1') :: integer) AS "sel_0"`
-
 	vars := map[string]json.RawMessage{
 		"update": json.RawMessage(` { "name": "my_name", "description": "my_desc"  }`),
 	}
 
-	resSQL, err := compileGQLToPSQL(gql, vars, "anon")
+	compileGQLToPSQL(t, gql, vars, "anon")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func simpleUpdateWithPresets(t *testing.T) {
@@ -36,25 +27,16 @@ func simpleUpdateWithPresets(t *testing.T) {
 		}
 	}`
 
-	sql := `WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "products" AS (UPDATE "products" SET ("name", "price", "updated_at") = (SELECT "t"."name", "t"."price", 'now' :: timestamp without time zone FROM "_sg_input" i, json_populate_record(NULL::products, i.j) t)WHERE (("products"."user_id") IS NOT DISTINCT FROM '{{user_id}}' :: bigint) 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") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."id" FROM "products" LIMIT ('1') :: integer) AS "products_0" LIMIT ('1') :: integer) AS "sel_0"`
-
 	vars := map[string]json.RawMessage{
 		"data": json.RawMessage(`{"name": "Apple", "price": 1.25}`),
 	}
 
-	resSQL, err := compileGQLToPSQL(gql, vars, "user")
+	compileGQLToPSQL(t, gql, vars, "user")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func nestedUpdateManyToMany(t *testing.T) {
 	gql := `mutation {
-		purchase(update: $data, id: 5) {
+		purchase(update: $data, id: $id) {
 			sale_type
 			quantity
 			due_date
@@ -71,10 +53,6 @@ func nestedUpdateManyToMany(t *testing.T) {
 		}
 	}`
 
-	sql1 := `WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "purchases" AS (UPDATE "purchases" SET ("sale_type", "quantity", "due_date") = (SELECT "t"."sale_type", "t"."quantity", "t"."due_date" FROM "_sg_input" i, json_populate_record(NULL::purchases, i.j) t)WHERE (("purchases"."id") = 5) RETURNING "purchases".*), "products" AS (UPDATE "products" SET ("name", "price") = (SELECT "t"."name", "t"."price" FROM "_sg_input" i, json_populate_record(NULL::products, i.j->'product') t) FROM "purchases" WHERE (("products"."id") = ("purchases"."product_id")) RETURNING "products".*), "customers" AS (UPDATE "customers" SET ("full_name", "email") = (SELECT "t"."full_name", "t"."email" FROM "_sg_input" i, json_populate_record(NULL::customers, i.j->'customer') t) FROM "purchases" WHERE (("customers"."id") = ("purchases"."customer_id")) RETURNING "customers".*) SELECT json_object_agg('purchase', json_0) FROM (SELECT row_to_json((SELECT "json_row_0" FROM (SELECT "purchases_0"."sale_type" AS "sale_type", "purchases_0"."quantity" AS "quantity", "purchases_0"."due_date" AS "due_date", "product_1_join"."json_1" AS "product", "customer_2_join"."json_2" AS "customer") AS "json_row_0")) AS "json_0" 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 row_to_json((SELECT "json_row_2" FROM (SELECT "customers_2"."id" AS "id", "customers_2"."full_name" AS "full_name", "customers_2"."email" AS "email") AS "json_row_2")) AS "json_2" FROM (SELECT "customers"."id", "customers"."full_name", "customers"."email" FROM "customers" WHERE ((("customers"."id") = ("purchases_0"."customer_id"))) LIMIT ('1') :: integer) AS "customers_2" LIMIT ('1') :: integer) AS "customer_2_join" ON ('true') LEFT OUTER JOIN LATERAL (SELECT row_to_json((SELECT "json_row_1" FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "products_1"."price" AS "price") AS "json_row_1")) AS "json_1" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."id") = ("purchases_0"."product_id"))) LIMIT ('1') :: integer) AS "products_1" LIMIT ('1') :: integer) AS "product_1_join" ON ('true') LIMIT ('1') :: integer) AS "sel_0"`
-
-	sql2 := `WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "purchases" AS (UPDATE "purchases" SET ("sale_type", "quantity", "due_date") = (SELECT "t"."sale_type", "t"."quantity", "t"."due_date" FROM "_sg_input" i, json_populate_record(NULL::purchases, i.j) t)WHERE (("purchases"."id") = 5) RETURNING "purchases".*), "customers" AS (UPDATE "customers" SET ("full_name", "email") = (SELECT "t"."full_name", "t"."email" FROM "_sg_input" i, json_populate_record(NULL::customers, i.j->'customer') t) FROM "purchases" WHERE (("customers"."id") = ("purchases"."customer_id")) RETURNING "customers".*), "products" AS (UPDATE "products" SET ("name", "price") = (SELECT "t"."name", "t"."price" FROM "_sg_input" i, json_populate_record(NULL::products, i.j->'product') t) FROM "purchases" WHERE (("products"."id") = ("purchases"."product_id")) RETURNING "products".*) SELECT json_object_agg('purchase', json_0) FROM (SELECT row_to_json((SELECT "json_row_0" FROM (SELECT "purchases_0"."sale_type" AS "sale_type", "purchases_0"."quantity" AS "quantity", "purchases_0"."due_date" AS "due_date", "product_1_join"."json_1" AS "product", "customer_2_join"."json_2" AS "customer") AS "json_row_0")) AS "json_0" 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 row_to_json((SELECT "json_row_2" FROM (SELECT "customers_2"."id" AS "id", "customers_2"."full_name" AS "full_name", "customers_2"."email" AS "email") AS "json_row_2")) AS "json_2" FROM (SELECT "customers"."id", "customers"."full_name", "customers"."email" FROM "customers" WHERE ((("customers"."id") = ("purchases_0"."customer_id"))) LIMIT ('1') :: integer) AS "customers_2" LIMIT ('1') :: integer) AS "customer_2_join" ON ('true') LEFT OUTER JOIN LATERAL (SELECT row_to_json((SELECT "json_row_1" FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "products_1"."price" AS "price") AS "json_row_1")) AS "json_1" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."id") = ("purchases_0"."product_id"))) LIMIT ('1') :: integer) AS "products_1" LIMIT ('1') :: integer) AS "product_1_join" ON ('true') LIMIT ('1') :: integer) AS "sel_0"`
-
 	vars := map[string]json.RawMessage{
 		"data": json.RawMessage(` {
 			"sale_type": "bought",
@@ -92,17 +70,7 @@ func nestedUpdateManyToMany(t *testing.T) {
 	`),
 	}
 
-	for i := 0; i < 1000; i++ {
+	compileGQLToPSQL(t, gql, vars, "admin")
-		resSQL, err := compileGQLToPSQL(gql, vars, "admin")
-		if err != nil {
-			t.Fatal(err)
-		}
-
-		if string(resSQL) != sql1 && string(resSQL) != sql2 {
-			t.Fatal(errNotExpected)
-		}
-	}
-
 }
 
 func nestedUpdateOneToMany(t *testing.T) {
@@ -119,8 +87,6 @@ func nestedUpdateOneToMany(t *testing.T) {
 		}
 	}`
 
-	sql := `WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "users" AS (UPDATE "users" SET ("full_name", "email", "created_at", "updated_at") = (SELECT "t"."full_name", "t"."email", "t"."created_at", "t"."updated_at" FROM "_sg_input" i, json_populate_record(NULL::users, i.j) t)WHERE (("users"."id") IS NOT DISTINCT FROM 8) RETURNING "users".*), "products" AS (UPDATE "products" SET ("name", "price", "created_at", "updated_at") = (SELECT "t"."name", "t"."price", "t"."created_at", "t"."updated_at" FROM "_sg_input" i, json_populate_record(NULL::products, i.j->'product') t) FROM "users" WHERE (("products"."user_id") = ("users"."id") AND "products"."id" = '2') RETURNING "products".*) 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"."full_name" AS "full_name", "users_0"."email" AS "email", "product_1_join"."json_1" AS "product") AS "json_row_0")) AS "json_0" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" LIMIT ('1') :: integer) AS "users_0" LEFT OUTER JOIN LATERAL (SELECT row_to_json((SELECT "json_row_1" FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "products_1"."price" AS "price") AS "json_row_1")) AS "json_1" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."user_id") = ("users_0"."id"))) LIMIT ('1') :: integer) AS "products_1" LIMIT ('1') :: integer) AS "product_1_join" ON ('true') LIMIT ('1') :: integer) AS "sel_0"`
-
 	vars := map[string]json.RawMessage{
 		"data": json.RawMessage(`{
 			"email": "thedude@rug.com",
@@ -139,19 +105,12 @@ func nestedUpdateOneToMany(t *testing.T) {
 		}`),
 	}
 
-	resSQL, err := compileGQLToPSQL(gql, vars, "admin")
+	compileGQLToPSQL(t, gql, vars, "admin")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func nestedUpdateOneToOne(t *testing.T) {
 	gql := `mutation {
-		product(update: $data, id: 6) {
+		product(update: $data, id: $id) {
 			id
 			name
 			user {
@@ -162,8 +121,6 @@ func nestedUpdateOneToOne(t *testing.T) {
 		}
 	}`
 
-	sql := `WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "products" AS (UPDATE "products" SET ("name", "price", "created_at", "updated_at") = (SELECT "t"."name", "t"."price", "t"."created_at", "t"."updated_at" FROM "_sg_input" i, json_populate_record(NULL::products, i.j) t)WHERE (("products"."id") = 6) RETURNING "products".*), "users" AS (UPDATE "users" SET ("email") = (SELECT "t"."email" FROM "_sg_input" i, json_populate_record(NULL::users, i.j->'user') t) FROM "products" WHERE (("users"."id") = ("products"."user_id")) RETURNING "users".*) 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", "user_1_join"."json_1" AS "user") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT row_to_json((SELECT "json_row_1" FROM (SELECT "users_1"."id" AS "id", "users_1"."full_name" AS "full_name", "users_1"."email" AS "email") AS "json_row_1")) AS "json_1" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" WHERE ((("users"."id") = ("products_0"."user_id"))) LIMIT ('1') :: integer) AS "users_1" LIMIT ('1') :: integer) AS "user_1_join" ON ('true') LIMIT ('1') :: integer) AS "sel_0"`
-
 	vars := map[string]json.RawMessage{
 		"data": json.RawMessage(`{
 			"name": "Apple",
@@ -176,19 +133,13 @@ func nestedUpdateOneToOne(t *testing.T) {
 		}`),
 	}
 
-	resSQL, err := compileGQLToPSQL(gql, vars, "admin")
+	compileGQLToPSQL(t, gql, vars, "admin")
-	if err != nil {
-		t.Fatal(err)
-	}
 
-	if string(resSQL) != sql {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func nestedUpdateOneToManyWithConnect(t *testing.T) {
 	gql := `mutation {
-		user(update: $data, id: 6) {
+		user(update: $data, id: $id) {
 			id
 			full_name
 			email
@@ -200,8 +151,6 @@ func nestedUpdateOneToManyWithConnect(t *testing.T) {
 		}
 	}`
 
-	sql1 := `WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "users" AS (UPDATE "users" SET ("full_name", "email", "created_at", "updated_at") = (SELECT "t"."full_name", "t"."email", "t"."created_at", "t"."updated_at" FROM "_sg_input" i, json_populate_record(NULL::users, i.j) t)WHERE (("users"."id") = 6) RETURNING "users".*), "products_c" AS ( UPDATE "products" SET "user_id" = "users"."id"FROM "users" WHERE ("products"."id" = '7') RETURNING "products".*), "products_d" AS ( UPDATE "products" SET "user_id" = NULL FROM "users" WHERE ("products"."id" = '8') RETURNING "products".*), "products" AS (SELECT * FROM "products_c" UNION ALL SELECT * FROM "products_d") 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"."full_name" AS "full_name", "users_0"."email" AS "email", "product_1_join"."json_1" AS "product") AS "json_row_0")) AS "json_0" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" LIMIT ('1') :: integer) AS "users_0" LEFT OUTER JOIN LATERAL (SELECT row_to_json((SELECT "json_row_1" FROM (SELECT "products_1"."id" AS "id", "products_1"."name" AS "name", "products_1"."price" AS "price") AS "json_row_1")) AS "json_1" FROM (SELECT "products"."id", "products"."name", "products"."price" FROM "products" WHERE ((("products"."user_id") = ("users_0"."id"))) LIMIT ('1') :: integer) AS "products_1" LIMIT ('1') :: integer) AS "product_1_join" ON ('true') LIMIT ('1') :: integer) AS "sel_0"`
-
 	vars := map[string]json.RawMessage{
 		"data": json.RawMessage(`{
 			"email": "thedude@rug.com",
@@ -215,19 +164,12 @@ func nestedUpdateOneToManyWithConnect(t *testing.T) {
 		}`),
 	}
 
-	resSQL, err := compileGQLToPSQL(gql, vars, "admin")
+	compileGQLToPSQL(t, gql, vars, "admin")
-	if err != nil {
-		t.Fatal(err)
-	}
-
-	if string(resSQL) != sql1 {
-		t.Fatal(errNotExpected)
-	}
 }
 
 func nestedUpdateOneToOneWithConnect(t *testing.T) {
 	gql := `mutation {
-		product(update: $data, id: 9) {
+		product(update: $data, id: $product_id) {
 			id
 			name
 			user {
@@ -238,10 +180,6 @@ func nestedUpdateOneToOneWithConnect(t *testing.T) {
 		}
 	}`
 
-	sql1 := `WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "users" AS (SELECT * FROM "users" WHERE "users"."id" = '5' AND "users"."email" = 'test@test.com' LIMIT 1), "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") = 9) 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", "user_1_join"."json_1" AS "user") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT row_to_json((SELECT "json_row_1" FROM (SELECT "users_1"."id" AS "id", "users_1"."full_name" AS "full_name", "users_1"."email" AS "email") AS "json_row_1")) AS "json_1" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" WHERE ((("users"."id") = ("products_0"."user_id"))) LIMIT ('1') :: integer) AS "users_1" LIMIT ('1') :: integer) AS "user_1_join" ON ('true') LIMIT ('1') :: integer) AS "sel_0"`
-
-	sql2 := `WITH "_sg_input" AS (SELECT '{{data}}' :: json AS j), "users" AS (SELECT * FROM "users" WHERE "users"."email" = 'test@test.com' AND "users"."id" = '5' LIMIT 1), "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") = 9) 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", "user_1_join"."json_1" AS "user") AS "json_row_0")) AS "json_0" FROM (SELECT "products"."id", "products"."name", "products"."user_id" FROM "products" LIMIT ('1') :: integer) AS "products_0" LEFT OUTER JOIN LATERAL (SELECT row_to_json((SELECT "json_row_1" FROM (SELECT "users_1"."id" AS "id", "users_1"."full_name" AS "full_name", "users_1"."email" AS "email") AS "json_row_1")) AS "json_1" FROM (SELECT "users"."id", "users"."full_name", "users"."email" FROM "users" WHERE ((("users"."id") = ("products_0"."user_id"))) LIMIT ('1') :: integer) AS "users_1" LIMIT ('1') :: integer) AS "user_1_join" ON ('true') LIMIT ('1') :: integer) AS "sel_0"`
-
 	vars := map[string]json.RawMessage{
 		"data": json.RawMessage(`{
 			"name": "Apple",
@@ -252,29 +190,17 @@ func nestedUpdateOneToOneWithConnect(t *testing.T) {
 		}`),
 	}
 
-	for i := 0; i < 1000; i++ {
+	compileGQLToPSQL(t, gql, vars, "admin")
-		resSQL, err := compileGQLToPSQL(gql, vars, "admin")
-		if err != nil {
-			t.Fatal(err)
-		}
-
-		if string(resSQL) != sql1 && string(resSQL) != sql2 {
-			t.Fatal(errNotExpected)
-		}
-	}
 }
 
 func nestedUpdateOneToOneWithDisconnect(t *testing.T) {
 	gql := `mutation {
-		product(update: $data, id: 2) {
+		product(update: $data, id: $id) {
 			id
 			name
 			user_id
 		}
 	}`
-
-	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"`
-
 	vars := map[string]json.RawMessage{
 		"data": json.RawMessage(`{
 			"name": "Apple",
@@ -285,15 +211,39 @@ func nestedUpdateOneToOneWithDisconnect(t *testing.T) {
 		}`),
 	}
 
-	resSQL, err := compileGQLToPSQL(gql, vars, "admin")
+	compileGQLToPSQL(t, gql, vars, "admin")
-	if err != nil {
-		t.Fatal(err)
 }
 
-	if string(resSQL) != sql {
+// func nestedUpdateOneToOneWithDisconnectArray(t *testing.T) {
-		t.Fatal(errNotExpected)
+// 	gql := `mutation {
-	}
+// 		product(update: $data, id: 2) {
-}
+// 			id
+// 			name
+// 			user_id
+// 		}
+// 	}`
+
+// 	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"`
+
+// 	vars := map[string]json.RawMessage{
+// 		"data": json.RawMessage(`{
+// 			"name": "Apple",
+// 			"price": 1.25,
+// 			"user": {
+// 				"disconnect": { "id": 5 }
+// 			}
+// 		}`),
+// 	}
+
+// 	resSQL, err := compileGQLToPSQL(gql, vars, "admin")
+// 	if err != nil {
+// 		t.Fatal(err)
+// 	}
+
+// 	if string(resSQL) != sql {
+// 		t.Fatal(errNotExpected)
+// 	}
+// }
 
 func TestCompileUpdate(t *testing.T) {
 	t.Run("singleUpdate", singleUpdate)
@@ -304,4 +254,5 @@ func TestCompileUpdate(t *testing.T) {
 	t.Run("nestedUpdateOneToManyWithConnect", nestedUpdateOneToManyWithConnect)
 	t.Run("nestedUpdateOneToOneWithConnect", nestedUpdateOneToOneWithConnect)
 	t.Run("nestedUpdateOneToOneWithDisconnect", nestedUpdateOneToOneWithDisconnect)
+	//t.Run("nestedUpdateOneToOneWithDisconnectArray", nestedUpdateOneToOneWithDisconnectArray)
 }

qcode/config.go

@@ -45,6 +45,7 @@ type trval struct {
 	query struct {
 		limit   string
 		fil     *Exp
+		filNU   bool
 		cols    map[string]struct{}
 		disable struct {
 			funcs bool
@@ -53,6 +54,7 @@ type trval struct {
 
 	insert struct {
 		fil    *Exp
+		filNU  bool
 		cols   map[string]struct{}
 		psmap  map[string]string
 		pslist []string
@@ -60,6 +62,7 @@ type trval struct {
 
 	update struct {
 		fil    *Exp
+		filNU  bool
 		cols   map[string]struct{}
 		psmap  map[string]string
 		pslist []string
@@ -67,6 +70,7 @@ type trval struct {
 
 	delete struct {
 		fil   *Exp
+		filNU bool
 		cols  map[string]struct{}
 	}
 }
@@ -88,21 +92,21 @@ func (trv *trval) allowedColumns(qt QType) map[string]struct{} {
 	return nil
 }
 
-func (trv *trval) filter(qt QType) *Exp {
+func (trv *trval) filter(qt QType) (*Exp, bool) {
 	switch qt {
 	case QTQuery:
-		return trv.query.fil
+		return trv.query.fil, trv.query.filNU
 	case QTInsert:
-		return trv.insert.fil
+		return trv.insert.fil, trv.insert.filNU
 	case QTUpdate:
-		return trv.update.fil
+		return trv.update.fil, trv.update.filNU
 	case QTDelete:
-		return trv.delete.fil
+		return trv.delete.fil, trv.delete.filNU
 	case QTUpsert:
-		return trv.insert.fil
+		return trv.insert.fil, trv.insert.filNU
 	}
 
-	return nil
+	return nil, false
 }
 
 func listToMap(list []string) map[string]struct{} {

qcode/fuzz.go

@@ -4,7 +4,11 @@ package qcode
 
 // FuzzerEntrypoint for Fuzzbuzz
 func Fuzz(data []byte) int {
-	GetQType(string(data))
+	qt := GetQType(string(data))
+
+	if qt > QTUpsert {
+		panic("qt > QTUpsert")
+	}
 
 	qcompile, _ := NewCompiler(Config{})
 	_, err := qcompile.Compile(data, "user")

qcode/lex.go

@@ -31,7 +31,7 @@ type item struct {
 	_type itemType // The type of this item.
 	pos   Pos      // The starting position, in bytes, of this item in the input string.
 	end   Pos      // The ending position, in bytes, of this item in the input string.
-	line  uint16   // The line number at the start of this item.
+	line  int16    // The line number at the start of this item.
 }
 
 // itemType identifies the type of lex items.
@@ -87,7 +87,7 @@ type lexer struct {
 	width  Pos    // width of last rune read from input
 	items  []item // array of scanned items
 	itemsA [50]item
-	line   uint16 // 1+number of newlines seen
+	line   int16 // 1+number of newlines seen
 	err    error
 }
 
@@ -137,7 +137,7 @@ func (l *lexer) emit(t itemType) {
 	l.items = append(l.items, item{t, l.start, l.pos, l.line})
 	// Some items contain text internally. If so, count their newlines.
 	switch t {
-	case itemName:
+	case itemStringVal:
 		for i := l.start; i < l.pos; i++ {
 			if l.input[i] == '\n' {
 				l.line++
@@ -155,11 +155,6 @@ func (l *lexer) emitL(t itemType) {
 
 // ignore skips over the pending input before this point.
 func (l *lexer) ignore() {
-	for i := l.start; i < l.pos; i++ {
-		if l.input[i] == '\n' {
-			l.line++
-		}
-	}
 	l.start = l.pos
 }
 
@@ -436,7 +431,7 @@ func lowercase(b []byte, s Pos, e Pos) {
 	}
 }
 
-func (i *item) String() string {
+func (i item) String() string {
 	var v string
 
 	switch i._type {

qcode/parse.go

@@ -156,12 +156,19 @@ func parseSelectionSet(gql []byte) (*Operation, error) {
 		return nil, err
 	}
 
-	lexPool.Put(l)
+	if p.peek(itemObjClose) {
-
+		p.ignore()
-	if err != nil {
+	} else {
-		return nil, err
+		return nil, fmt.Errorf("operation missing closing '}'")
 	}
 
+	if !p.peek(itemEOF) {
+		p.ignore()
+		return nil, fmt.Errorf("invalid '%s' found after closing '}'", p.current())
+	}
+
+	lexPool.Put(l)
+
 	return op, err
 }
 
@@ -184,11 +191,16 @@ func (p *Parser) ignore() {
 	p.pos = n
 }
 
+func (p *Parser) current() string {
+	item := p.items[p.pos]
+	return b2s(p.input[item.pos:item.end])
+}
+
 func (p *Parser) peek(types ...itemType) bool {
 	n := p.pos + 1
-	if p.items[n]._type == itemEOF {
+	// if p.items[n]._type == itemEOF {
-		return false
+	// 	return false
-	}
+	// }
 	if n >= len(p.items) {
 		return false
 	}
@@ -292,9 +304,10 @@ func (p *Parser) parseFields(fields []Field) ([]Field, error) {
 
 			if st.Len() == 0 {
 				break
-			}
+			} else {
 				continue
 			}
+		}
 
 		if !p.peek(itemName) {
 			return nil, errors.New("expecting an alias or field name")
@@ -306,6 +319,8 @@ func (p *Parser) parseFields(fields []Field) ([]Field, error) {
 		f.Args = f.argsA[:0]
 		f.Children = f.childrenA[:0]
 
+		// Parse the inside of the the fields () parentheses
+		// in short parse the args like id, where, etc
 		if err := p.parseField(f); err != nil {
 			return nil, err
 		}
@@ -318,6 +333,8 @@ func (p *Parser) parseFields(fields []Field) ([]Field, error) {
 			f.ParentID = -1
 		}
 
+		// The first opening curley brackets after this
+		// comes the columns or child fields
 		if p.peek(itemObjOpen) {
 			p.ignore()
 			st.Push(f.ID)
@@ -539,6 +556,31 @@ func (t parserType) String() string {
 	return fmt.Sprintf("<%s>", v)
 }
 
-func FreeNode(n *Node) {
+// type Frees struct {
+// 	n   *Node
+// 	loc int
+// }
+
+// var freeList []Frees
+
+// func FreeNode(n *Node, loc int) {
+// 	j := -1
+
+// 	for i := range freeList {
+// 		if n == freeList[i].n {
+// 			j = i
+// 			break
+// 		}
+// 	}
+
+// 	if j == -1 {
+// 		nodePool.Put(n)
+// 		freeList = append(freeList, Frees{n, loc})
+// 	} else {
+// 		fmt.Printf(">>>>(%d) RE_FREE %d %p %s %s\n", loc, freeList[j].loc, freeList[j].n, n.Name, n.Type)
+// 	}
+// }
+
+func FreeNode(n *Node, loc int) {
 	nodePool.Put(n)
 }

qcode/parse_test.go

@@ -17,13 +17,13 @@ func TestCompile1(t *testing.T) {
 	}
 
 	_, err = qc.Compile([]byte(`
-	{ product(id: 15) {
+	query { product(id: 15) {
 			id
 			name
 		} }`), "user")
 
-	if err != nil {
+	if err == nil {
-		t.Fatal(err)
+		t.Fatal(errors.New("this should be an error id must be a variable"))
 	}
 }
 
@@ -39,7 +39,7 @@ func TestCompile2(t *testing.T) {
 	}
 
 	_, err = qc.Compile([]byte(`
-	query { product(id: 15) {
+	query { product(id: $id) {
 			id
 			name
 		} }`), "user")
@@ -62,7 +62,7 @@ func TestCompile3(t *testing.T) {
 
 	_, err = qc.Compile([]byte(`
 	mutation {
-		product(id: 15, name: "Test") {
+		product(id: $test, name: "Test") {
 			id
 			name
 		}
@@ -100,6 +100,35 @@ func TestEmptyCompile(t *testing.T) {
 	}
 }
 
+func TestInvalidPostfixCompile(t *testing.T) {
+	gql := `mutation 
+updateThread {
+  thread(update: $data, where: { slug: { eq: $slug } }) {
+    slug
+    title
+    published
+    createdAt : created_at
+    totalVotes : cached_votes_total
+    totalPosts : cached_posts_total
+    vote : thread_vote(where: { user_id: { eq: $user_id } }) {
+     id
+    }
+    topics {
+      slug
+      name
+    }
+	}
+}
+}`
+	qcompile, _ := NewCompiler(Config{})
+	_, err := qcompile.Compile([]byte(gql), "anon")
+
+	if err == nil {
+		t.Fatal(errors.New("expecting an error"))
+	}
+
+}
+
 var gql = []byte(`
 	products(
 		# returns only 30 items

qcode/qcode.go

@@ -51,6 +51,7 @@ type Select struct {
 	Allowed    map[string]struct{}
 	PresetMap  map[string]string
 	PresetList []string
+	SkipRender bool
 }
 
 type Column struct {
@@ -64,6 +65,7 @@ type Exp struct {
 	Col        string
 	NestedCols []string
 	Type       ValType
+	Table      string
 	Val        string
 	ListType   ValType
 	ListVal    []string
@@ -83,9 +85,19 @@ type OrderBy struct {
 	Order Order
 }
 
+type PagingType int
+
+const (
+	PtOffset PagingType = iota
+	PtForward
+	PtBackward
+)
+
 type Paging struct {
+	Type    PagingType
 	Limit   string
 	Offset  string
+	Cursor  bool
 	NoLimit bool
 }
 
@@ -119,6 +131,8 @@ const (
 	OpEqID
 	OpTsQuery
 	OpFalse
+	OpNotDistinct
+	OpDistinct
 )
 
 type ValType int
@@ -131,6 +145,7 @@ const (
 	ValList
 	ValVar
 	ValNone
+	ValRef
 )
 
 type AggregrateOp int
@@ -182,12 +197,19 @@ func NewCompiler(c Config) (*Compiler, error) {
 	return co, nil
 }
 
+func NewFilter() *Exp {
+	ex := expPool.Get().(*Exp)
+	ex.Reset()
+
+	return ex
+}
+
 func (com *Compiler) AddRole(role, table string, trc TRConfig) error {
 	var err error
 	trv := &trval{}
 
 	// query config
-	trv.query.fil, err = compileFilter(trc.Query.Filters)
+	trv.query.fil, trv.query.filNU, err = compileFilter(trc.Query.Filters)
 	if err != nil {
 		return err
 	}
@@ -198,7 +220,8 @@ func (com *Compiler) AddRole(role, table string, trc TRConfig) error {
 	trv.query.disable.funcs = trc.Query.DisableFunctions
 
 	// insert config
-	if trv.insert.fil, err = compileFilter(trc.Insert.Filters); err != nil {
+	trv.insert.fil, trv.insert.filNU, err = compileFilter(trc.Insert.Filters)
+	if err != nil {
 		return err
 	}
 	trv.insert.cols = listToMap(trc.Insert.Columns)
@@ -206,7 +229,8 @@ func (com *Compiler) AddRole(role, table string, trc TRConfig) error {
 	trv.insert.pslist = mapToList(trv.insert.psmap)
 
 	// update config
-	if trv.update.fil, err = compileFilter(trc.Update.Filters); err != nil {
+	trv.update.fil, trv.update.filNU, err = compileFilter(trc.Update.Filters)
+	if err != nil {
 		return err
 	}
 	trv.update.cols = listToMap(trc.Update.Columns)
@@ -214,7 +238,8 @@ func (com *Compiler) AddRole(role, table string, trc TRConfig) error {
 	trv.update.pslist = mapToList(trv.update.psmap)
 
 	// delete config
-	if trv.delete.fil, err = compileFilter(trc.Delete.Filters); err != nil {
+	trv.delete.fil, trv.delete.filNU, err = compileFilter(trc.Delete.Filters)
+	if err != nil {
 		return err
 	}
 	trv.delete.cols = listToMap(trc.Delete.Columns)
@@ -334,13 +359,13 @@ func (com *Compiler) compileQuery(qc *QCode, op *Operation, role string) error {
 			s.FieldName = s.Name
 		}
 
-		err := com.compileArgs(qc, s, field.Args)
+		err := com.compileArgs(qc, s, field.Args, role)
 		if err != nil {
 			return err
 		}
 
-		// Order is important addFilters must come after compileArgs
+		// Order is important AddFilters must come after compileArgs
-		com.addFilters(qc, s, role)
+		com.AddFilters(qc, s, role)
 
 		if s.ParentID == -1 {
 			qc.Roots = append(qc.Roots, s.ID)
@@ -386,72 +411,82 @@ func (com *Compiler) compileQuery(qc *QCode, op *Operation, role string) error {
 	return nil
 }
 
-func (com *Compiler) addFilters(qc *QCode, sel *Select, role string) {
+func (com *Compiler) AddFilters(qc *QCode, sel *Select, role string) {
 	var fil *Exp
+	var nu bool
 
 	if trv, ok := com.tr[role][sel.Name]; ok {
-		fil = trv.filter(qc.Type)
+		fil, nu = trv.filter(qc.Type)
-	} else {
+
-		return
+	} else if role == "anon" {
+		// Tables not defined under the anon role will not be rendered
+		sel.SkipRender = true
 	}
 
 	if fil == nil {
 		return
 	}
 
+	if nu && role == "anon" {
+		sel.SkipRender = true
+	}
+
 	switch fil.Op {
 	case OpNop:
 	case OpFalse:
 		sel.Where = fil
-
 	default:
-		if sel.Where != nil {
+		AddFilter(sel, fil)
-			ow := sel.Where
-
-			sel.Where = expPool.Get().(*Exp)
-			sel.Where.Reset()
-			sel.Where.Op = OpAnd
-			sel.Where.Children = sel.Where.childrenA[:2]
-			sel.Where.Children[0] = fil
-			sel.Where.Children[1] = ow
-		} else {
-			sel.Where = fil
-		}
 	}
 }
 
-func (com *Compiler) compileArgs(qc *QCode, sel *Select, args []Arg) error {
+func (com *Compiler) compileArgs(qc *QCode, sel *Select, args []Arg, role string) error {
 	var err error
-	var ka bool
+
+	// don't free this arg either previously done or will be free'd
+	// in the future like in psql
+	var df bool
 
 	for i := range args {
 		arg := &args[i]
 
 		switch arg.Name {
 		case "id":
-			err, ka = com.compileArgID(sel, arg)
+			err, df = com.compileArgID(sel, arg)
 
 		case "search":
-			err, ka = com.compileArgSearch(sel, arg)
+			err, df = com.compileArgSearch(sel, arg)
 
 		case "where":
-			err, ka = com.compileArgWhere(sel, arg)
+			err, df = com.compileArgWhere(sel, arg, role)
 
 		case "orderby", "order_by", "order":
-			err, ka = com.compileArgOrderBy(sel, arg)
+			err, df = com.compileArgOrderBy(sel, arg)
 
 		case "distinct_on", "distinct":
-			err, ka = com.compileArgDistinctOn(sel, arg)
+			err, df = com.compileArgDistinctOn(sel, arg)
 
 		case "limit":
-			err, ka = com.compileArgLimit(sel, arg)
+			err, df = com.compileArgLimit(sel, arg)
 
 		case "offset":
-			err, ka = com.compileArgOffset(sel, arg)
+			err, df = com.compileArgOffset(sel, arg)
+
+		case "first":
+			err, df = com.compileArgFirstLast(sel, arg, PtForward)
+
+		case "last":
+			err, df = com.compileArgFirstLast(sel, arg, PtBackward)
+
+		case "after":
+			err, df = com.compileArgAfterBefore(sel, arg, PtForward)
+
+		case "before":
+			err, df = com.compileArgAfterBefore(sel, arg, PtBackward)
 		}
 
-		if !ka {
+		if !df {
-			nodePool.Put(arg.Val)
+			FreeNode(arg.Val, 5)
 		}
 
 		if err != nil {
@@ -465,7 +500,7 @@ func (com *Compiler) compileArgs(qc *QCode, sel *Select, args []Arg) error {
 func (com *Compiler) setMutationType(qc *QCode, args []Arg) error {
 	setActionVar := func(arg *Arg) error {
 		if arg.Val.Type != NodeVar {
-			return fmt.Errorf("value for argument '%s' must be a variable", arg.Name)
+			return argErr(arg.Name, "variable")
 		}
 		qc.ActionVar = arg.Val.Val
 		return nil
@@ -488,7 +523,7 @@ func (com *Compiler) setMutationType(qc *QCode, args []Arg) error {
 			qc.Type = QTDelete
 
 			if arg.Val.Type != NodeBool {
-				return fmt.Errorf("value for argument '%s' must be a boolean", arg.Name)
+				return argErr(arg.Name, "boolen")
 			}
 
 			if arg.Val.Val == "false" {
@@ -501,19 +536,20 @@ func (com *Compiler) setMutationType(qc *QCode, args []Arg) error {
 	return nil
 }
 
-func (com *Compiler) compileArgObj(st *util.Stack, arg *Arg) (*Exp, error) {
+func (com *Compiler) compileArgObj(st *util.Stack, arg *Arg) (*Exp, bool, error) {
 	if arg.Val.Type != NodeObj {
-		return nil, fmt.Errorf("expecting an object")
+		return nil, false, fmt.Errorf("expecting an object")
 	}
 
 	return com.compileArgNode(st, arg.Val, true)
 }
 
-func (com *Compiler) compileArgNode(st *util.Stack, node *Node, usePool bool) (*Exp, error) {
+func (com *Compiler) compileArgNode(st *util.Stack, node *Node, usePool bool) (*Exp, bool, error) {
 	var root *Exp
+	var needsUser bool
 
 	if node == nil || len(node.Children) == 0 {
-		return nil, errors.New("invalid argument value")
+		return nil, false, errors.New("invalid argument value")
 	}
 
 	pushChild(st, nil, node)
@@ -524,9 +560,10 @@ func (com *Compiler) compileArgNode(st *util.Stack, node *Node, usePool bool) (*
 		}
 
 		intf := st.Pop()
+
 		node, ok := intf.(*Node)
 		if !ok || node == nil {
-			return nil, fmt.Errorf("16: unexpected value %v (%t)", intf, intf)
+			return nil, needsUser, fmt.Errorf("16: unexpected value %v (%t)", intf, intf)
 		}
 
 		// Objects inside a list
@@ -542,13 +579,17 @@ func (com *Compiler) compileArgNode(st *util.Stack, node *Node, usePool bool) (*
 
 		ex, err := newExp(st, node, usePool)
 		if err != nil {
-			return nil, err
+			return nil, needsUser, err
 		}
 
 		if ex == nil {
 			continue
 		}
 
+		if ex.Type == ValVar && ex.Val == "user_id" {
+			needsUser = true
+		}
+
 		if node.exp == nil {
 			root = ex
 		} else {
@@ -556,22 +597,26 @@ func (com *Compiler) compileArgNode(st *util.Stack, node *Node, usePool bool) (*
 		}
 	}
 
-	pushChild(st, nil, node)
+	if usePool {
+		st.Push(node)
 
 		for {
 			if st.Len() == 0 {
 				break
 			}
 			intf := st.Pop()
-		node, _ := intf.(*Node)
+			node, ok := intf.(*Node)
-
+			if !ok || node == nil {
+				continue
+			}
 			for i := range node.Children {
 				st.Push(node.Children[i])
 			}
-		nodePool.Put(node)
+			FreeNode(node, 1)
+		}
 	}
 
-	return root, nil
+	return root, needsUser, nil
 }
 
 func (com *Compiler) compileArgID(sel *Select, arg *Arg) (error, bool) {
@@ -583,86 +628,58 @@ func (com *Compiler) compileArgID(sel *Select, arg *Arg) (error, bool) {
 		return nil, false
 	}
 
+	if arg.Val.Type != NodeVar {
+		return argErr("id", "variable"), false
+	}
+
 	ex := expPool.Get().(*Exp)
 	ex.Reset()
 
 	ex.Op = OpEqID
-	ex.Val = arg.Val.Val
-
-	switch arg.Val.Type {
-	case NodeStr:
-		ex.Type = ValStr
-	case NodeInt:
-		ex.Type = ValInt
-	case NodeFloat:
-		ex.Type = ValFloat
-	case NodeVar:
 	ex.Type = ValVar
-	default:
+	ex.Val = arg.Val.Val
-		return fmt.Errorf("expecting a string, int, float or variable"), false
-	}
 
 	sel.Where = ex
 	return nil, false
 }
 
 func (com *Compiler) compileArgSearch(sel *Select, arg *Arg) (error, bool) {
+	if arg.Val.Type != NodeVar {
+		return argErr("search", "variable"), false
+	}
+
 	ex := expPool.Get().(*Exp)
 	ex.Reset()
 
 	ex.Op = OpTsQuery
-	ex.Val = arg.Val.Val
-
-	if arg.Val.Type == NodeVar {
 	ex.Type = ValVar
-	} else {
+	ex.Val = arg.Val.Val
-		ex.Type = ValStr
-	}
 
 	if sel.Args == nil {
 		sel.Args = make(map[string]*Node)
 	}
 
 	sel.Args[arg.Name] = arg.Val
+	AddFilter(sel, ex)
 
-	if sel.Where != nil {
-		ow := sel.Where
-
-		sel.Where = expPool.Get().(*Exp)
-		sel.Where.Reset()
-		sel.Where.Op = OpAnd
-		sel.Where.Children = sel.Where.childrenA[:2]
-		sel.Where.Children[0] = ex
-		sel.Where.Children[1] = ow
-	} else {
-		sel.Where = ex
-	}
 	return nil, true
 }
 
-func (com *Compiler) compileArgWhere(sel *Select, arg *Arg) (error, bool) {
+func (com *Compiler) compileArgWhere(sel *Select, arg *Arg, role string) (error, bool) {
 	st := util.NewStack()
 	var err error
 
-	ex, err := com.compileArgObj(st, arg)
+	ex, nu, err := com.compileArgObj(st, arg)
 	if err != nil {
 		return err, false
 	}
 
-	if sel.Where != nil {
+	if nu && role == "anon" {
-		ow := sel.Where
+		sel.SkipRender = true
-
-		sel.Where = expPool.Get().(*Exp)
-		sel.Where.Reset()
-		sel.Where.Op = OpAnd
-		sel.Where.Children = sel.Where.childrenA[:2]
-		sel.Where.Children[0] = ex
-		sel.Where.Children[1] = ow
-	} else {
-		sel.Where = ex
 	}
+	AddFilter(sel, ex)
 
-	return nil, false
+	return nil, true
 }
 
 func (com *Compiler) compileArgOrderBy(sel *Select, arg *Arg) (error, bool) {
@@ -689,16 +706,12 @@ func (com *Compiler) compileArgOrderBy(sel *Select, arg *Arg) (error, bool) {
 		}
 
 		if _, ok := com.bl[node.Name]; ok {
-			nodePool.Put(node)
+			FreeNode(node, 2)
 			continue
 		}
 
-		if node.Type == NodeObj {
+		if node.Type != NodeStr && node.Type != NodeVar {
-			for i := range node.Children {
+			return fmt.Errorf("expecting a string or variable"), false
-				st.Push(node.Children[i])
-			}
-			nodePool.Put(node)
-			continue
 		}
 
 		ob := &OrderBy{}
@@ -722,7 +735,7 @@ func (com *Compiler) compileArgOrderBy(sel *Select, arg *Arg) (error, bool) {
 
 		setOrderByColName(ob, node)
 		sel.OrderBy = append(sel.OrderBy, ob)
-		nodePool.Put(node)
+		FreeNode(node, 3)
 	}
 	return nil, false
 }
@@ -744,7 +757,7 @@ func (com *Compiler) compileArgDistinctOn(sel *Select, arg *Arg) (error, bool) {
 
 	for i := range node.Children {
 		sel.DistinctOn = append(sel.DistinctOn, node.Children[i].Val)
-		nodePool.Put(node.Children[i])
+		FreeNode(node.Children[i], 5)
 	}
 
 	return nil, false
@@ -754,7 +767,7 @@ func (com *Compiler) compileArgLimit(sel *Select, arg *Arg) (error, bool) {
 	node := arg.Val
 
 	if node.Type != NodeInt {
-		return fmt.Errorf("expecting an integer"), false
+		return argErr("limit", "number"), false
 	}
 
 	sel.Paging.Limit = node.Val
@@ -765,14 +778,39 @@ func (com *Compiler) compileArgLimit(sel *Select, arg *Arg) (error, bool) {
 func (com *Compiler) compileArgOffset(sel *Select, arg *Arg) (error, bool) {
 	node := arg.Val
 
-	if node.Type != NodeInt {
+	if node.Type != NodeVar {
-		return fmt.Errorf("expecting an integer"), false
+		return argErr("offset", "variable"), false
 	}
 
 	sel.Paging.Offset = node.Val
 	return nil, false
 }
 
+func (com *Compiler) compileArgFirstLast(sel *Select, arg *Arg, pt PagingType) (error, bool) {
+	node := arg.Val
+
+	if node.Type != NodeInt {
+		return argErr(arg.Name, "number"), false
+	}
+
+	sel.Paging.Type = pt
+	sel.Paging.Limit = node.Val
+
+	return nil, false
+}
+
+func (com *Compiler) compileArgAfterBefore(sel *Select, arg *Arg, pt PagingType) (error, bool) {
+	node := arg.Val
+
+	if node.Type != NodeVar || node.Val != "cursor" {
+		return fmt.Errorf("value for argument '%s' must be a variable named $cursor", arg.Name), false
+	}
+	sel.Paging.Type = pt
+	sel.Paging.Cursor = true
+
+	return nil, false
+}
+
 var zeroTrv = &trval{}
 
 func (com *Compiler) getRole(role, field string) *trval {
@@ -783,6 +821,27 @@ func (com *Compiler) getRole(role, field string) *trval {
 	}
 }
 
+func AddFilter(sel *Select, fil *Exp) {
+	if sel.Where != nil {
+		ow := sel.Where
+
+		if sel.Where.Op != OpAnd || !sel.Where.doFree {
+			sel.Where = expPool.Get().(*Exp)
+			sel.Where.Reset()
+			sel.Where.Op = OpAnd
+			sel.Where.Children = sel.Where.childrenA[:2]
+			sel.Where.Children[0] = fil
+			sel.Where.Children[1] = ow
+
+		} else {
+			sel.Where.Children = append(sel.Where.Children, fil)
+		}
+
+	} else {
+		sel.Where = fil
+	}
+}
+
 func newExp(st *util.Stack, node *Node, usePool bool) (*Exp, error) {
 	name := node.Name
 	if name[0] == '_' {
@@ -797,6 +856,7 @@ func newExp(st *util.Stack, node *Node, usePool bool) (*Exp, error) {
 	} else {
 		ex = &Exp{doFree: false}
 	}
+
 	ex.Children = ex.childrenA[:0]
 
 	switch name {
@@ -878,6 +938,12 @@ func newExp(st *util.Stack, node *Node, usePool bool) (*Exp, error) {
 	case "is_null":
 		ex.Op = OpIsNull
 		ex.Val = node.Val
+	case "null_eq", "ndis", "not_distinct":
+		ex.Op = OpNotDistinct
+		ex.Val = node.Val
+	case "null_neq", "dis", "distinct":
+		ex.Op = OpDistinct
+		ex.Val = node.Val
 	default:
 		pushChildren(st, node.exp, node)
 		return nil, nil // skip node
@@ -973,30 +1039,34 @@ func pushChildren(st *util.Stack, exp *Exp, node *Node) {
 func pushChild(st *util.Stack, exp *Exp, node *Node) {
 	node.Children[0].exp = exp
 	st.Push(node.Children[0])
-
 }
 
-func compileFilter(filter []string) (*Exp, error) {
+func compileFilter(filter []string) (*Exp, bool, error) {
 	var fl *Exp
+	var needsUser bool
+
 	com := &Compiler{}
 	st := util.NewStack()
 
 	if len(filter) == 0 {
-		return &Exp{Op: OpNop, doFree: false}, nil
+		return &Exp{Op: OpNop, doFree: false}, false, nil
 	}
 
 	for i := range filter {
 		if filter[i] == "false" {
-			return &Exp{Op: OpFalse, doFree: false}, nil
+			return &Exp{Op: OpFalse, doFree: false}, false, nil
 		}
 
 		node, err := ParseArgValue(filter[i])
 		if err != nil {
-			return nil, err
+			return nil, false, err
 		}
-		f, err := com.compileArgNode(st, node, false)
+		f, nu, err := com.compileArgNode(st, node, false)
 		if err != nil {
-			return nil, err
+			return nil, false, err
+		}
+		if nu {
+			needsUser = true
 		}
 
 		// TODO: Invalid table names in nested where causes fail silently
@@ -1010,7 +1080,7 @@ func compileFilter(filter []string) (*Exp, error) {
 			fl = &Exp{Op: OpAnd, Children: []*Exp{fl, f}, doFree: false}
 		}
 	}
-	return fl, nil
+	return fl, needsUser, nil
 }
 
 func buildPath(a []string) string {
@@ -1101,3 +1171,7 @@ func FreeExp(ex *Exp) {
 		expPool.Put(ex)
 	}
 }
+
+func argErr(name, ty string) error {
+	return fmt.Errorf("value for argument '%s' must be a %s", name, ty)
+}

serv/actions.go

@@ -0,0 +1,41 @@
+package serv
+
+import (
+	"fmt"
+	"net/http"
+)
+
+type actionFn func(w http.ResponseWriter, r *http.Request) error
+
+func newAction(a configAction) (http.Handler, error) {
+	var fn actionFn
+	var err error
+
+	if len(a.SQL) != 0 {
+		fn, err = newSQLAction(a)
+	} else {
+		return nil, fmt.Errorf("invalid config for action '%s'", a.Name)
+	}
+
+	if err != nil {
+		return nil, err
+	}
+
+	httpFn := func(w http.ResponseWriter, r *http.Request) {
+		if err := fn(w, r); err != nil {
+			errlog.Error().Err(err).Send()
+			errorResp(w, err)
+		}
+	}
+
+	return http.HandlerFunc(httpFn), nil
+}
+
+func newSQLAction(a configAction) (actionFn, error) {
+	fn := func(w http.ResponseWriter, r *http.Request) error {
+		_, err := db.Exec(r.Context(), a.SQL)
+		return err
+	}
+
+	return fn, nil
+}

serv/allow.go

@@ -1,320 +0,0 @@
-package serv
-
-import (
-	"bytes"
-	"encoding/json"
-	"fmt"
-	"io/ioutil"
-	"log"
-	"os"
-	"path"
-	"sort"
-	"strings"
-)
-
-const (
-	AL_QUERY int = iota + 1
-	AL_VARS
-)
-
-type allowItem struct {
-	name string
-	hash string
-	uri  string
-	gql  string
-	vars json.RawMessage
-}
-
-var _allowList allowList
-
-type allowList struct {
-	list     []*allowItem
-	index    map[string]int
-	filepath string
-	saveChan chan *allowItem
-	active   bool
-}
-
-func initAllowList(cpath string) {
-	_allowList = allowList{
-		index:    make(map[string]int),
-		saveChan: make(chan *allowItem),
-		active:   true,
-	}
-
-	if len(cpath) != 0 {
-		fp := path.Join(cpath, "allow.list")
-
-		if _, err := os.Stat(fp); err == nil {
-			_allowList.filepath = fp
-		} else if !os.IsNotExist(err) {
-			errlog.Fatal().Err(err).Send()
-		}
-	}
-
-	if len(_allowList.filepath) == 0 {
-		fp := "./allow.list"
-
-		if _, err := os.Stat(fp); err == nil {
-			_allowList.filepath = fp
-		} else if !os.IsNotExist(err) {
-			errlog.Fatal().Err(err).Send()
-		}
-	}
-
-	if len(_allowList.filepath) == 0 {
-		fp := "./config/allow.list"
-
-		if _, err := os.Stat(fp); err == nil {
-			_allowList.filepath = fp
-		} else if !os.IsNotExist(err) {
-			errlog.Fatal().Err(err).Send()
-		}
-	}
-
-	if len(_allowList.filepath) == 0 {
-		if conf.Production {
-			errlog.Fatal().Msg("allow.list not found")
-		}
-
-		if len(cpath) == 0 {
-			_allowList.filepath = "./config/allow.list"
-		} else {
-			_allowList.filepath = path.Join(cpath, "allow.list")
-		}
-
-		logger.Warn().Msg("allow.list not found")
-	} else {
-		_allowList.load()
-	}
-
-	go func() {
-		for v := range _allowList.saveChan {
-			_allowList.save(v)
-		}
-	}()
-}
-
-func (al *allowList) add(req *gqlReq) {
-	if al.saveChan == nil || len(req.ref) == 0 || len(req.Query) == 0 {
-		return
-	}
-
-	var query string
-
-	for i := 0; i < len(req.Query); i++ {
-		c := req.Query[i]
-		if c >= 'a' && c <= 'z' || c >= 'A' && c <= 'Z' {
-			query = req.Query
-			break
-
-		} else if c == '{' {
-			query = "query " + req.Query
-			break
-		}
-	}
-
-	al.saveChan <- &allowItem{
-		uri:  req.ref,
-		gql:  query,
-		vars: req.Vars,
-	}
-}
-
-func (al *allowList) upsert(query, vars []byte, uri string) {
-	q := string(query)
-	hash := gqlHash(q, vars, "")
-	name := gqlName(q)
-
-	var key string
-
-	if len(name) == 0 {
-		key = hash
-	} else {
-		key = name
-	}
-
-	if i, ok := al.index[key]; !ok {
-		al.list = append(al.list, &allowItem{
-			name: name,
-			hash: hash,
-			uri:  uri,
-			gql:  q,
-			vars: vars,
-		})
-		al.index[key] = len(al.list) - 1
-	} else {
-		item := al.list[i]
-		item.name = name
-		item.hash = hash
-		item.gql = q
-		item.vars = vars
-
-	}
-}
-
-func (al *allowList) load() {
-	b, err := ioutil.ReadFile(al.filepath)
-	if err != nil {
-		log.Fatal(err)
-	}
-
-	if len(b) == 0 {
-		return
-	}
-
-	var uri string
-	var varBytes []byte
-
-	s, e, c := 0, 0, 0
-	ty := 0
-
-	for {
-		if c == 0 && b[e] == '#' {
-			s = e
-			for e < len(b) && b[e] != '\n' {
-				e++
-			}
-			if (e - s) > 2 {
-				uri = strings.TrimSpace(string(b[(s + 1):e]))
-			}
-		}
-
-		if e >= len(b) {
-			break
-		}
-
-		if matchPrefix(b, e, "query") || matchPrefix(b, e, "mutation") {
-			if c == 0 {
-				s = e
-			}
-			ty = AL_QUERY
-		} else if matchPrefix(b, e, "variables") {
-			if c == 0 {
-				s = e + len("variables") + 1
-			}
-			ty = AL_VARS
-		} else if b[e] == '{' {
-			c++
-
-		} else if b[e] == '}' {
-			c--
-
-			if c == 0 {
-				if ty == AL_QUERY {
-					al.upsert(b[s:(e+1)], varBytes, uri)
-					varBytes = nil
-
-				} else if ty == AL_VARS {
-					varBytes = b[s:(e + 1)]
-				}
-				ty = 0
-			}
-		}
-
-		e++
-		if e >= len(b) {
-			break
-		}
-	}
-}
-
-func (al *allowList) save(item *allowItem) {
-	var err error
-
-	item.hash = gqlHash(item.gql, item.vars, "")
-	item.name = gqlName(item.gql)
-
-	if len(item.name) == 0 {
-		key := item.hash
-
-		if _, ok := al.index[key]; ok {
-			return
-		}
-
-		al.list = append(al.list, item)
-		al.index[key] = len(al.list) - 1
-
-	} else {
-		key := item.name
-
-		if i, ok := al.index[key]; ok {
-			if al.list[i].hash == item.hash {
-				return
-			}
-			al.list[i] = item
-		} else {
-			al.list = append(al.list, item)
-			al.index[key] = len(al.list) - 1
-		}
-	}
-
-	f, err := os.Create(al.filepath)
-	if err != nil {
-		logger.Warn().Err(err).Msgf("Failed to write allow list: %s", al.filepath)
-		return
-	}
-
-	defer f.Close()
-
-	keys := []string{}
-	urlMap := make(map[string][]*allowItem)
-
-	for _, v := range al.list {
-		urlMap[v.uri] = append(urlMap[v.uri], v)
-	}
-
-	for k := range urlMap {
-		keys = append(keys, k)
-	}
-	sort.Strings(keys)
-
-	for i := range keys {
-		k := keys[i]
-		v := urlMap[k]
-
-		if _, err := f.WriteString(fmt.Sprintf("# %s\n\n", k)); err != nil {
-			logger.Error().Err(err).Send()
-			return
-		}
-
-		for i := range v {
-			if len(v[i].vars) != 0 && !bytes.Equal(v[i].vars, []byte("{}")) {
-				vj, err := json.MarshalIndent(v[i].vars, "", "\t")
-				if err != nil {
-					logger.Warn().Err(err).Msg("Failed to write allow list 'vars' to file")
-					continue
-				}
-
-				_, err = f.WriteString(fmt.Sprintf("variables %s\n\n", vj))
-				if err != nil {
-					logger.Error().Err(err).Send()
-					return
-				}
-			}
-
-			if v[i].gql[0] == '{' {
-				_, err = f.WriteString(fmt.Sprintf("query %s\n\n", v[i].gql))
-			} else {
-				_, err = f.WriteString(fmt.Sprintf("%s\n\n", v[i].gql))
-			}
-
-			if err != nil {
-				logger.Error().Err(err).Send()
-				return
-			}
-		}
-	}
-}
-
-func matchPrefix(b []byte, i int, s string) bool {
-	if (len(b) - i) < len(s) {
-		return false
-	}
-	for n := 0; n < len(s); n++ {
-		if b[(i+n)] != s[n] {
-			return false
-		}
-	}
-	return true
-}

serv/args.go

@@ -4,7 +4,6 @@ import (
 	"bytes"
 	"context"
 	"encoding/json"
-	"errors"
 	"fmt"
 	"io"
 
@@ -18,31 +17,41 @@ func argMap(ctx context.Context, vars []byte) func(w io.Writer, tag string) (int
 			if v := ctx.Value(userIDProviderKey); v != nil {
 				return io.WriteString(w, v.(string))
 			}
-			return 0, errors.New("query requires variable $user_id_provider")
+			return 0, argErr("user_id_provider")
 
 		case "user_id":
 			if v := ctx.Value(userIDKey); v != nil {
 				return io.WriteString(w, v.(string))
 			}
-			return 0, errors.New("query requires variable $user_id")
+			return 0, argErr("user_id")
 
 		case "user_role":
 			if v := ctx.Value(userRoleKey); v != nil {
 				return io.WriteString(w, v.(string))
 			}
-			return 0, errors.New("query requires variable $user_role")
+			return 0, argErr("user_role")
 		}
 
 		fields := jsn.Get(vars, [][]byte{[]byte(tag)})
 
 		if len(fields) == 0 {
-			return 0, nil
+			return 0, argErr(tag)
+
 		}
 		v := fields[0].Value
 		if len(v) >= 2 && v[0] == '"' && v[len(v)-1] == '"' {
 			fields[0].Value = v[1 : len(v)-1]
 		}
 
+		if tag == "cursor" {
+			v1, err := decrypt(string(fields[0].Value))
+			if err != nil {
+				return 0, err
+			}
+
+			return w.Write(v1)
+		}
+
 		return w.Write(escQuote(fields[0].Value))
 	}
 }
@@ -63,27 +72,37 @@ func argList(ctx *coreContext, args [][]byte) ([]interface{}, error) {
 
 	for i := range args {
 		av := args[i]
-
 		switch {
 		case bytes.Equal(av, []byte("user_id")):
 			if v := ctx.Value(userIDKey); v != nil {
 				vars[i] = v.(string)
 			} else {
-				return nil, errors.New("query requires variable $user_id")
+				return nil, argErr("user_id")
 			}
 
 		case bytes.Equal(av, []byte("user_id_provider")):
 			if v := ctx.Value(userIDProviderKey); v != nil {
 				vars[i] = v.(string)
 			} else {
-				return nil, errors.New("query requires variable $user_id_provider")
+				return nil, argErr("user_id_provider")
 			}
 
 		case bytes.Equal(av, []byte("user_role")):
 			if v := ctx.Value(userRoleKey); v != nil {
 				vars[i] = v.(string)
 			} else {
-				return nil, errors.New("query requires variable $user_role")
+				return nil, argErr("user_role")
+			}
+
+		case bytes.Equal(av, []byte("cursor")):
+			if v, ok := fields["cursor"]; ok && v[0] == '"' {
+				v1, err := decrypt(string(v[1 : len(v)-1]))
+				if err != nil {
+					return nil, err
+				}
+				vars[i] = v1
+			} else {
+				return nil, argErr("cursor")
 			}
 
 		default:
@@ -96,11 +115,12 @@ func argList(ctx *coreContext, args [][]byte) ([]interface{}, error) {
 					if err := json.Unmarshal(v, &val); err != nil {
 						return nil, err
 					}
+
 					vars[i] = val
 				}
 
 			} else {
-				return nil, fmt.Errorf("query requires variable $%s", string(av))
+				return nil, argErr(string(av))
 			}
 		}
 	}
@@ -135,3 +155,7 @@ func escQuote(b []byte) []byte {
 	}
 	return buf.Bytes()
 }
+
+func argErr(name string) error {
+	return fmt.Errorf("query requires variable '%s' to be set", name)
+}

serv/auth.go

@@ -3,7 +3,6 @@ package serv
 import (
 	"context"
 	"net/http"
-	"strings"
 )
 
 type ctxkey int
@@ -14,7 +13,7 @@ const (
 	userRoleKey
 )
 
-func headerAuth(next http.Handler) http.HandlerFunc {
+func headerAuth(authc configAuth, next http.Handler) http.HandlerFunc {
 	return func(w http.ResponseWriter, r *http.Request) {
 		ctx := r.Context()
 
@@ -37,28 +36,53 @@ func headerAuth(next http.Handler) http.HandlerFunc {
 	}
 }
 
-func withAuth(next http.Handler) http.Handler {
+func headerHandler(authc configAuth, next http.Handler) http.HandlerFunc {
-	at := conf.Auth.Type
+	hdr := authc.Header
-	ru := conf.Auth.Rails.URL
 
-	if conf.Auth.CredsInHeader {
+	if len(hdr.Name) == 0 {
-		next = headerAuth(next)
+		errlog.Fatal().Str("auth", authc.Name).Msg("no header.name defined")
 	}
 
-	switch at {
+	if !hdr.Exists && len(hdr.Value) == 0 {
+		errlog.Fatal().Str("auth", authc.Name).Msg("no header.value defined")
+	}
+
+	return func(w http.ResponseWriter, r *http.Request) {
+		var fo1 bool
+		value := r.Header.Get(hdr.Name)
+
+		switch {
+		case hdr.Exists:
+			fo1 = (len(value) == 0)
+
+		default:
+			fo1 = (value != hdr.Value)
+		}
+
+		if fo1 {
+			http.Error(w, "401 unauthorized", http.StatusUnauthorized)
+			return
+		}
+
+		next.ServeHTTP(w, r)
+	}
+}
+
+func withAuth(next http.Handler, authc configAuth) http.Handler {
+	if authc.CredsInHeader {
+		next = headerAuth(authc, next)
+	}
+
+	switch authc.Type {
 	case "rails":
-		if strings.HasPrefix(ru, "memcache:") {
+		return railsHandler(authc, next)
-			return railsMemcacheHandler(next)
-		}
-
-		if strings.HasPrefix(ru, "redis:") {
-			return railsRedisHandler(next)
-		}
-
-		return railsCookieHandler(next)
 
 	case "jwt":
-		return jwtHandler(next)
+		return jwtHandler(authc, next)
+
+	case "header":
+		return headerHandler(authc, next)
+
 	}
 
 	return next

serv/auth_jwt.go

@@ -14,18 +14,18 @@ const (
 	jwtAuth0   int = iota + 1
 )
 
-func jwtHandler(next http.Handler) http.HandlerFunc {
+func jwtHandler(authc configAuth, next http.Handler) http.HandlerFunc {
 	var key interface{}
 	var jwtProvider int
 
-	cookie := conf.Auth.Cookie
+	cookie := authc.Cookie
 
-	if conf.Auth.JWT.Provider == "auth0" {
+	if authc.JWT.Provider == "auth0" {
 		jwtProvider = jwtAuth0
 	}
 
-	secret := conf.Auth.JWT.Secret
+	secret := authc.JWT.Secret
-	publicKeyFile := conf.Auth.JWT.PubKeyFile
+	publicKeyFile := authc.JWT.PubKeyFile
 
 	switch {
 	case len(secret) != 0:
@@ -37,7 +37,7 @@ func jwtHandler(next http.Handler) http.HandlerFunc {
 			errlog.Fatal().Err(err).Send()
 		}
 
-		switch conf.Auth.JWT.PubKeyType {
+		switch authc.JWT.PubKeyType {
 		case "ecdsa":
 			key, err = jwt.ParseECPublicKeyFromPEM(kd)
 

serv/auth_rails.go

@@ -6,32 +6,47 @@ import (
 	"fmt"
 	"net/http"
 	"net/url"
+	"strings"
 
 	"github.com/bradfitz/gomemcache/memcache"
 	"github.com/dosco/super-graph/rails"
 	"github.com/garyburd/redigo/redis"
 )
 
-func railsRedisHandler(next http.Handler) http.HandlerFunc {
+func railsHandler(authc configAuth, next http.Handler) http.HandlerFunc {
-	cookie := conf.Auth.Cookie
+	ru := authc.Rails.URL
+
+	if strings.HasPrefix(ru, "memcache:") {
+		return railsMemcacheHandler(authc, next)
+	}
+
+	if strings.HasPrefix(ru, "redis:") {
+		return railsRedisHandler(authc, next)
+	}
+
+	return railsCookieHandler(authc, next)
+}
+
+func railsRedisHandler(authc configAuth, next http.Handler) http.HandlerFunc {
+	cookie := authc.Cookie
 	if len(cookie) == 0 {
 		errlog.Fatal().Msg("no auth.cookie defined")
 	}
 
-	if len(conf.Auth.Rails.URL) == 0 {
+	if len(authc.Rails.URL) == 0 {
 		errlog.Fatal().Msg("no auth.rails.url defined")
 	}
 
 	rp := &redis.Pool{
-		MaxIdle:   conf.Auth.Rails.MaxIdle,
+		MaxIdle:   authc.Rails.MaxIdle,
-		MaxActive: conf.Auth.Rails.MaxActive,
+		MaxActive: authc.Rails.MaxActive,
 		Dial: func() (redis.Conn, error) {
-			c, err := redis.DialURL(conf.Auth.Rails.URL)
+			c, err := redis.DialURL(authc.Rails.URL)
 			if err != nil {
 				errlog.Fatal().Err(err).Send()
 			}
 
-			pwd := conf.Auth.Rails.Password
+			pwd := authc.Rails.Password
 			if len(pwd) != 0 {
 				if _, err := c.Do("AUTH", pwd); err != nil {
 					errlog.Fatal().Err(err).Send()
@@ -66,17 +81,17 @@ func railsRedisHandler(next http.Handler) http.HandlerFunc {
 	}
 }
 
-func railsMemcacheHandler(next http.Handler) http.HandlerFunc {
+func railsMemcacheHandler(authc configAuth, next http.Handler) http.HandlerFunc {
-	cookie := conf.Auth.Cookie
+	cookie := authc.Cookie
 	if len(cookie) == 0 {
 		errlog.Fatal().Msg("no auth.cookie defined")
 	}
 
-	if len(conf.Auth.Rails.URL) == 0 {
+	if len(authc.Rails.URL) == 0 {
 		errlog.Fatal().Msg("no auth.rails.url defined")
 	}
 
-	rURL, err := url.Parse(conf.Auth.Rails.URL)
+	rURL, err := url.Parse(authc.Rails.URL)
 	if err != nil {
 		errlog.Fatal().Err(err).Send()
 	}
@@ -108,13 +123,13 @@ func railsMemcacheHandler(next http.Handler) http.HandlerFunc {
 	}
 }
 
-func railsCookieHandler(next http.Handler) http.HandlerFunc {
+func railsCookieHandler(authc configAuth, next http.Handler) http.HandlerFunc {
-	cookie := conf.Auth.Cookie
+	cookie := authc.Cookie
 	if len(cookie) == 0 {
 		errlog.Fatal().Msg("no auth.cookie defined")
 	}
 
-	ra, err := railsAuth(conf)
+	ra, err := railsAuth(authc)
 	if err != nil {
 		errlog.Fatal().Err(err).Send()
 	}
@@ -139,13 +154,13 @@ func railsCookieHandler(next http.Handler) http.HandlerFunc {
 	}
 }
 
-func railsAuth(c *config) (*rails.Auth, error) {
+func railsAuth(authc configAuth) (*rails.Auth, error) {
-	secret := c.Auth.Rails.SecretKeyBase
+	secret := authc.Rails.SecretKeyBase
 	if len(secret) == 0 {
 		return nil, errors.New("no auth.rails.secret_key_base defined")
 	}
 
-	version := c.Auth.Rails.Version
+	version := authc.Rails.Version
 	if len(version) == 0 {
 		return nil, errors.New("no auth.rails.version defined")
 	}
@@ -155,16 +170,16 @@ func railsAuth(c *config) (*rails.Auth, error) {
 		return nil, err
 	}
 
-	if len(c.Auth.Rails.Salt) != 0 {
+	if len(authc.Rails.Salt) != 0 {
-		ra.Salt = c.Auth.Rails.Salt
+		ra.Salt = authc.Rails.Salt
 	}
 
-	if len(conf.Auth.Rails.SignSalt) != 0 {
+	if len(authc.Rails.SignSalt) != 0 {
-		ra.SignSalt = c.Auth.Rails.SignSalt
+		ra.SignSalt = authc.Rails.SignSalt
 	}
 
-	if len(conf.Auth.Rails.AuthSalt) != 0 {
+	if len(authc.Rails.AuthSalt) != 0 {
-		ra.AuthSalt = c.Auth.Rails.AuthSalt
+		ra.AuthSalt = authc.Rails.AuthSalt
 	}
 
 	return ra, nil

serv/cmd.go

@@ -1,15 +1,13 @@
 package serv
 
 import (
-	"context"
 	"fmt"
-	"os"
 	"runtime"
 	"strings"
 
+	"github.com/dosco/super-graph/allow"
 	"github.com/dosco/super-graph/psql"
 	"github.com/dosco/super-graph/qcode"
-	"github.com/jackc/pgx/v4"
 	"github.com/jackc/pgx/v4/pgxpool"
 	"github.com/rs/zerolog"
 	"github.com/spf13/cobra"
@@ -37,11 +35,14 @@ var (
 	confPath    string          // path to the config file
 	db          *pgxpool.Pool   // database connection pool
 	schema      *psql.DBSchema  // database tables, columns and relationships
+	allowList   *allow.List     // allow.list is contains queries allowed in production
 	qcompile    *qcode.Compiler // qcode compiler
 	pcompile    *psql.Compiler  // postgres sql compiler
+	secretKey   [32]byte        // encryption key
+	internalKey [32]byte        // encryption key used for internal needs
 )
 
-func Init() {
+func Cmd() {
 	initLog()
 
 	rootCmd := &cobra.Command{
@@ -156,159 +157,6 @@ e.g. db:migrate -+1
 	}
 }
 
-func initLog() {
-	out := zerolog.ConsoleWriter{Out: os.Stderr}
-	logger = zerolog.New(out).With().Timestamp().Logger()
-	errlog = logger.With().Caller().Logger()
-}
-
-func initConf() (*config, error) {
-	vi := newConfig(getConfigName())
-
-	if err := vi.ReadInConfig(); err != nil {
-		return nil, err
-	}
-
-	inherits := vi.GetString("inherits")
-	if len(inherits) != 0 {
-		vi = newConfig(inherits)
-
-		if err := vi.ReadInConfig(); err != nil {
-			return nil, err
-		}
-
-		if vi.IsSet("inherits") {
-			errlog.Fatal().Msgf("inherited config (%s) cannot itself inherit (%s)",
-				inherits,
-				vi.GetString("inherits"))
-		}
-
-		vi.SetConfigName(getConfigName())
-
-		if err := vi.MergeInConfig(); err != nil {
-			return nil, err
-		}
-	}
-
-	c := &config{}
-
-	if err := c.Init(vi); err != nil {
-		return nil, fmt.Errorf("unable to decode config, %v", err)
-	}
-
-	logLevel, err := zerolog.ParseLevel(c.LogLevel)
-	if err != nil {
-		errlog.Error().Err(err).Msg("error setting log_level")
-	}
-	zerolog.SetGlobalLevel(logLevel)
-
-	return c, nil
-}
-
-func initDB(c *config, useDB bool) (*pgx.Conn, error) {
-	config, _ := pgx.ParseConfig("")
-	config.Host = c.DB.Host
-	config.Port = c.DB.Port
-	config.User = c.DB.User
-	config.Password = c.DB.Password
-	config.RuntimeParams = map[string]string{
-		"application_name": c.AppName,
-		"search_path":      c.DB.Schema,
-	}
-
-	if useDB {
-		config.Database = c.DB.DBName
-	}
-
-	switch c.LogLevel {
-	case "debug":
-		config.LogLevel = pgx.LogLevelDebug
-	case "info":
-		config.LogLevel = pgx.LogLevelInfo
-	case "warn":
-		config.LogLevel = pgx.LogLevelWarn
-	case "error":
-		config.LogLevel = pgx.LogLevelError
-	default:
-		config.LogLevel = pgx.LogLevelNone
-	}
-
-	config.Logger = NewSQLLogger(logger)
-
-	db, err := pgx.ConnectConfig(context.Background(), config)
-	if err != nil {
-		return nil, err
-	}
-
-	return db, nil
-}
-
-func initDBPool(c *config) (*pgxpool.Pool, error) {
-	config, _ := pgxpool.ParseConfig("")
-	config.ConnConfig.Host = c.DB.Host
-	config.ConnConfig.Port = c.DB.Port
-	config.ConnConfig.Database = c.DB.DBName
-	config.ConnConfig.User = c.DB.User
-	config.ConnConfig.Password = c.DB.Password
-	config.ConnConfig.RuntimeParams = map[string]string{
-		"application_name": c.AppName,
-		"search_path":      c.DB.Schema,
-	}
-
-	switch c.LogLevel {
-	case "debug":
-		config.ConnConfig.LogLevel = pgx.LogLevelDebug
-	case "info":
-		config.ConnConfig.LogLevel = pgx.LogLevelInfo
-	case "warn":
-		config.ConnConfig.LogLevel = pgx.LogLevelWarn
-	case "error":
-		config.ConnConfig.LogLevel = pgx.LogLevelError
-	default:
-		config.ConnConfig.LogLevel = pgx.LogLevelNone
-	}
-
-	config.ConnConfig.Logger = NewSQLLogger(logger)
-
-	// if c.DB.MaxRetries != 0 {
-	// 	opt.MaxRetries = c.DB.MaxRetries
-	// }
-
-	if c.DB.PoolSize != 0 {
-		config.MaxConns = conf.DB.PoolSize
-	}
-
-	db, err := pgxpool.ConnectConfig(context.Background(), config)
-	if err != nil {
-		return nil, err
-	}
-
-	return db, nil
-}
-
-func initCompiler() {
-	var err error
-
-	qcompile, pcompile, err = initCompilers(conf)
-	if err != nil {
-		errlog.Fatal().Err(err).Msg("failed to initialize compilers")
-	}
-
-	if err := initResolvers(); err != nil {
-		errlog.Fatal().Err(err).Msg("failed to initialized resolvers")
-	}
-}
-
-func initConfOnce() {
-	var err error
-
-	if conf == nil {
-		if conf, err = initConf(); err != nil {
-			errlog.Fatal().Err(err).Msg("failed to read config")
-		}
-	}
-}
-
 func cmdVersion(cmd *cobra.Command, args []string) {
 	fmt.Printf("%s\n", BuildDetails())
 }
@@ -324,7 +172,7 @@ Branch                : %v
 Go version            : %v
 
 Licensed under the Apache Public License 2.0
-Copyright 2015-2019 Vikram Rangnekar.
+Copyright 2020, Vikram Rangnekar.
 `,
 		version,
 		lastCommitSHA,

serv/cmd_migrate.go

@@ -63,7 +63,7 @@ func cmdDBCreate(cmd *cobra.Command, args []string) {
 	}
 	defer conn.Close(ctx)
 
-	sql := fmt.Sprintf("CREATE DATABASE %s", conf.DB.DBName)
+	sql := fmt.Sprintf(`CREATE DATABASE "%s"`, conf.DB.DBName)
 
 	_, err = conn.Exec(ctx, sql)
 	if err != nil {
@@ -83,7 +83,7 @@ func cmdDBDrop(cmd *cobra.Command, args []string) {
 	}
 	defer conn.Close(ctx)
 
-	sql := fmt.Sprintf(`DROP DATABASE IF EXISTS %s`, conf.DB.DBName)
+	sql := fmt.Sprintf(`DROP DATABASE IF EXISTS "%s"`, conf.DB.DBName)
 
 	_, err = conn.Exec(ctx, sql)
 	if err != nil {
@@ -311,3 +311,13 @@ func getMigrationVars() map[string]interface{} {
 		"env":           strings.ToLower(os.Getenv("GO_ENV")),
 	}
 }
+
+func initConfOnce() {
+	var err error
+
+	if conf == nil {
+		if conf, err = initConf(); err != nil {
+			errlog.Fatal().Err(err).Msg("failed to read config")
+		}
+	}
+}

serv/cmd_seed.go

@@ -7,6 +7,7 @@ import (
 	"fmt"
 	"io"
 	"io/ioutil"
+	"math/rand"
 	"os"
 	"path"
 
@@ -145,6 +146,17 @@ func logFunc(args ...interface{}) {
 	}
 }
 
+func avatarURL(size int) string {
+	if size == 0 {
+		size = 200
+	}
+	return fmt.Sprintf("https://i.pravatar.cc/%d?%d", size, rand.Intn(5000))
+}
+
+func imageURL(width int, height int) string {
+	return fmt.Sprintf("https://picsum.photos/%d/%d?%d", width, height, rand.Intn(5000))
+}
+
 //nolint: errcheck
 func setFakeFuncs(f *goja.Object) {
 	gofakeit.Seed(0)
@@ -222,7 +234,8 @@ func setFakeFuncs(f *goja.Object) {
 
 	// Internet
 	f.Set("url", gofakeit.URL)
-	f.Set("image_url", gofakeit.ImageURL)
+	f.Set("image_url", imageURL)
+	f.Set("avatar_url", avatarURL)
 	f.Set("domain_name", gofakeit.DomainName)
 	f.Set("domain_suffix", gofakeit.DomainSuffix)
 	f.Set("ipv4_address", gofakeit.IPv4Address)

serv/cmd_serv.go

@@ -7,19 +7,25 @@ import (
 func cmdServ(cmd *cobra.Command, args []string) {
 	var err error
 
+	initWatcher(confPath)
+
 	if conf, err = initConf(); err != nil {
-		errlog.Fatal().Err(err).Msg("failed to read config")
+		fatalInProd(err, "failed to read config")
 	}
 
 	db, err = initDBPool(conf)
+
 	if err != nil {
-		errlog.Fatal().Err(err).Msg("failed to connect to database")
+		fatalInProd(err, "failed to connect to database")
 	}
 
+	if conf != nil && db != nil {
+		initCrypto()
 		initCompiler()
+		initResolvers()
 		initAllowList(confPath)
-	initPreparedList()
+		initPreparedList(confPath)
-	initWatcher(confPath)
+	}
 
 	startHTTP()
 }

serv/config.go

@@ -30,10 +30,44 @@ type config struct {
 	AuthFailBlock  bool   `mapstructure:"auth_fail_block"`
 	SeedFile       string `mapstructure:"seed_file"`
 	MigrationsPath string `mapstructure:"migrations_path"`
+	SecretKey      string `mapstructure:"secret_key"`
 
 	Inflections map[string]string
 
-	Auth struct {
+	Auth  configAuth
+	Auths []configAuth
+
+	DB struct {
+		Type        string
+		Host        string
+		Port        uint16
+		DBName      string
+		User        string
+		Password    string
+		Schema      string
+		PoolSize    int32         `mapstructure:"pool_size"`
+		MaxRetries  int           `mapstructure:"max_retries"`
+		SetUserID   bool          `mapstructure:"set_user_id"`
+		PingTimeout time.Duration `mapstructure:"ping_timeout"`
+
+		Vars      map[string]string `mapstructure:"variables"`
+		Blocklist []string
+
+		Tables []configTable
+	} `mapstructure:"database"`
+
+	Actions []configAction
+
+	Tables []configTable
+
+	RolesQuery  string `mapstructure:"roles_query"`
+	Roles       []configRole
+	roles       map[string]*configRole
+	abacEnabled bool
+}
+
+type configAuth struct {
+	Name          string
 	Type          string
 	Cookie        string
 	CredsInHeader bool `mapstructure:"creds_in_header"`
@@ -56,37 +90,17 @@ type config struct {
 		PubKeyFile string `mapstructure:"public_key_file"`
 		PubKeyType string `mapstructure:"public_key_type"`
 	}
+
+	Header struct {
+		Name   string
+		Value  string
+		Exists bool
 	}
-
-	DB struct {
-		Type        string
-		Host        string
-		Port        uint16
-		DBName      string
-		User        string
-		Password    string
-		Schema      string
-		PoolSize    int32         `mapstructure:"pool_size"`
-		MaxRetries  int           `mapstructure:"max_retries"`
-		SetUserID   bool          `mapstructure:"set_user_id"`
-		PingTimeout time.Duration `mapstructure:"ping_timeout"`
-
-		Vars      map[string]string `mapstructure:"variables"`
-		Blocklist []string
-
-		Tables []configTable
-	} `mapstructure:"database"`
-
-	Tables []configTable
-
-	RolesQuery  string `mapstructure:"roles_query"`
-	Roles       []configRole
-	roles       map[string]*configRole
-	abacEnabled bool
 }
 
 type configColumn struct {
 	Name       string
+	Type       string
 	ForeignKey string `mapstructure:"related_to"`
 }
 
@@ -155,6 +169,12 @@ type configRole struct {
 	tablesMap map[string]*configRoleTable
 }
 
+type configAction struct {
+	Name     string
+	SQL      string
+	AuthName string `mapstructure:"auth_name"`
+}
+
 func newConfig(name string) *viper.Viper {
 	vi := viper.New()
 
@@ -282,26 +302,48 @@ func (c *config) Init(vi *viper.Viper) error {
 func (c *config) validate() {
 	rm := make(map[string]struct{})
 
-	for i := range c.Roles {
+	for _, v := range c.Roles {
-		name := c.Roles[i].Name
+		name := strings.ToLower(v.Name)
 
 		if _, ok := rm[name]; ok {
-			errlog.Fatal().Msgf("duplicate config for role '%s'", c.Roles[i].Name)
+			errlog.Fatal().Msgf("duplicate config for role '%s'", v.Name)
 		}
 		rm[name] = struct{}{}
 	}
 
 	tm := make(map[string]struct{})
 
-	for i := range c.Tables {
+	for _, v := range c.Tables {
-		name := c.Tables[i].Name
+		name := strings.ToLower(v.Name)
 
 		if _, ok := tm[name]; ok {
-			errlog.Fatal().Msgf("duplicate config for table '%s'", c.Tables[i].Name)
+			errlog.Fatal().Msgf("duplicate config for table '%s'", v.Name)
 		}
 		tm[name] = struct{}{}
 	}
 
+	am := make(map[string]struct{})
+
+	for _, v := range c.Auths {
+		name := strings.ToLower(v.Name)
+
+		if _, ok := am[name]; ok {
+			errlog.Fatal().Msgf("duplicate config for auth '%s'", v.Name)
+		}
+		am[name] = struct{}{}
+	}
+
+	for _, v := range c.Actions {
+		if len(v.AuthName) == 0 {
+			continue
+		}
+		authName := strings.ToLower(v.AuthName)
+
+		if _, ok := am[authName]; !ok {
+			errlog.Fatal().Msgf("invalid auth_name for action '%s'", v.Name)
+		}
+	}
+
 	if len(c.RolesQuery) == 0 {
 		logger.Warn().Msgf("no 'roles_query' defined.")
 	}
@@ -313,7 +355,7 @@ func (c *config) getAliasMap() map[string][]string {
 	for i := range c.Tables {
 		t := c.Tables[i]
 
-		if len(t.Table) == 0 {
+		if len(t.Table) == 0 || len(t.Columns) != 0 {
 			continue
 		}
 
@@ -348,3 +390,31 @@ func sanitize(s string) string {
 		return strings.ToLower(m)
 	})
 }
+
+func getConfigName() string {
+	if len(os.Getenv("GO_ENV")) == 0 {
+		return "dev"
+	}
+
+	ge := strings.ToLower(os.Getenv("GO_ENV"))
+
+	switch {
+	case strings.HasPrefix(ge, "pro"):
+		return "prod"
+
+	case strings.HasPrefix(ge, "sta"):
+		return "stage"
+
+	case strings.HasPrefix(ge, "tes"):
+		return "test"
+
+	case strings.HasPrefix(ge, "dev"):
+		return "dev"
+	}
+
+	return ge
+}
+
+func isDev() bool {
+	return strings.HasPrefix(os.Getenv("GO_ENV"), "dev")
+}

serv/config_compile.go

@@ -8,9 +8,61 @@ import (
 	"github.com/dosco/super-graph/qcode"
 )
 
+func addTables(c *config, di *psql.DBInfo) error {
+	for _, t := range c.Tables {
+		if len(t.Table) == 0 || len(t.Columns) == 0 {
+			continue
+		}
+		if err := addTable(di, t.Columns, t); err != nil {
+			return err
+		}
+	}
+	return nil
+}
+
+func addTable(di *psql.DBInfo, cols []configColumn, t configTable) error {
+	bc, ok := di.GetColumn(t.Table, t.Name)
+	if !ok {
+		return fmt.Errorf(
+			"Column '%s' not found on table '%s'",
+			t.Name, t.Table)
+	}
+
+	if bc.Type != "json" && bc.Type != "jsonb" {
+		return fmt.Errorf(
+			"Column '%s' in table '%s' is of type '%s'. Only JSON or JSONB is valid",
+			t.Name, t.Table, bc.Type)
+	}
+
+	table := psql.DBTable{
+		Name: t.Name,
+		Key:  strings.ToLower(t.Name),
+		Type: bc.Type,
+	}
+
+	columns := make([]psql.DBColumn, 0, len(cols))
+
+	for i := range cols {
+		c := cols[i]
+		columns = append(columns, psql.DBColumn{
+			Name: c.Name,
+			Key:  strings.ToLower(c.Name),
+			Type: c.Type,
+		})
+	}
+
+	di.AddTable(table, columns)
+	bc.FKeyTable = t.Name
+
+	return nil
+}
+
 func addForeignKeys(c *config, di *psql.DBInfo) error {
 	for _, t := range c.Tables {
 		for _, c := range t.Columns {
+			if len(c.ForeignKey) == 0 {
+				continue
+			}
 			if err := addForeignKey(di, c, t); err != nil {
 				return err
 			}
@@ -23,7 +75,7 @@ func addForeignKey(di *psql.DBInfo, c configColumn, t configTable) error {
 	c1, ok := di.GetColumn(t.Name, c.Name)
 	if !ok {
 		return fmt.Errorf(
-			"Invalid table '%s' or column '%s in config",
+			"Invalid table '%s' or column '%s' in config",
 			t.Name, c.Name)
 	}
 

serv/core.go

@@ -11,7 +11,9 @@ import (
 	"time"
 
 	"github.com/cespare/xxhash/v2"
+	"github.com/dosco/super-graph/allow"
 	"github.com/dosco/super-graph/qcode"
+
 	"github.com/jackc/pgx/v4"
 	"github.com/valyala/fasttemplate"
 )
@@ -107,7 +109,7 @@ func (c *coreContext) resolvePreparedSQL() ([]byte, *stmt, error) {
 
 	}
 
-	ps, ok := _preparedList[gqlHash(c.req.Query, c.req.Vars, role)]
+	ps, ok := _preparedList[stmtHash(allow.QueryName(c.req.Query), role)]
 	if !ok {
 		return nil, nil, errUnauthorized
 	}
@@ -191,6 +193,8 @@ func (c *coreContext) resolveSQL() ([]byte, *stmt, error) {
 	}
 	st := &stmts[0]
 
+	//fmt.Println(">", string(st.sql))
+
 	t := fasttemplate.New(st.sql, openVar, closeVar)
 	buf := &bytes.Buffer{}
 
@@ -240,8 +244,14 @@ func (c *coreContext) resolveSQL() ([]byte, *stmt, error) {
 		}
 	}
 
-	if !conf.Production {
+	if root, err = encryptCursor(st.qc, root); err != nil {
-		_allowList.add(&c.req)
+		return nil, nil, err
+	}
+
+	if allowList.IsPersist() {
+		if err := allowList.Set(c.req.Vars, c.req.Query, c.req.ref); err != nil {
+			return nil, nil, err
+		}
 	}
 
 	if len(stmts) > 1 {

serv/cursor.go

@@ -0,0 +1,72 @@
+package serv
+
+import (
+	"bytes"
+	"encoding/base64"
+
+	"github.com/dosco/super-graph/crypto"
+	"github.com/dosco/super-graph/jsn"
+	"github.com/dosco/super-graph/qcode"
+)
+
+func encryptCursor(qc *qcode.QCode, data []byte) ([]byte, error) {
+	var keys [][]byte
+
+	for _, s := range qc.Selects {
+		if s.Paging.Type != qcode.PtOffset {
+			var buf bytes.Buffer
+
+			buf.WriteString(s.FieldName)
+			buf.WriteString("_cursor")
+			keys = append(keys, buf.Bytes())
+		}
+	}
+
+	if len(keys) == 0 {
+		return data, nil
+	}
+
+	from := jsn.Get(data, keys)
+	to := make([]jsn.Field, len(from))
+
+	for i, f := range from {
+		to[i].Key = f.Key
+
+		if f.Value[0] != '"' || f.Value[len(f.Value)-1] != '"' {
+			continue
+		}
+
+		var buf bytes.Buffer
+
+		if len(f.Value) > 2 {
+			v, err := crypto.Encrypt(f.Value[1:len(f.Value)-1], &internalKey)
+			if err != nil {
+				return nil, err
+			}
+
+			buf.WriteByte('"')
+			buf.WriteString(base64.StdEncoding.EncodeToString(v))
+			buf.WriteByte('"')
+		} else {
+			buf.WriteString(`null`)
+		}
+
+		to[i].Value = buf.Bytes()
+	}
+
+	var buf bytes.Buffer
+
+	if err := jsn.Replace(&buf, data, from, to); err != nil {
+		return nil, err
+	}
+
+	return buf.Bytes(), nil
+}
+
+func decrypt(data string) ([]byte, error) {
+	v, err := base64.StdEncoding.DecodeString(data)
+	if err != nil {
+		return nil, err
+	}
+	return crypto.Decrypt(v, &internalKey)
+}

serv/fuzz.go

@@ -4,7 +4,7 @@ package serv
 
 func Fuzz(data []byte) int {
 	gql := string(data)
-	gqlName(gql)
+	QueryName(gql)
 	gqlHash(gql, nil, "")
 
 	return 1

serv/fuzz_test.go

@@ -10,7 +10,6 @@ func TestFuzzCrashers(t *testing.T) {
 	}
 
 	for _, f := range crashers {
-		_ = gqlName(f)
 		gqlHash(f, nil, "")
 	}
 }

serv/init.go

@@ -0,0 +1,178 @@
+package serv
+
+import (
+	"context"
+	"crypto/sha256"
+	"fmt"
+	"os"
+
+	"github.com/dosco/super-graph/allow"
+	"github.com/dosco/super-graph/crypto"
+	"github.com/jackc/pgx/v4"
+	"github.com/jackc/pgx/v4/pgxpool"
+	"github.com/rs/zerolog"
+)
+
+func initLog() {
+	out := zerolog.ConsoleWriter{Out: os.Stderr}
+	logger = zerolog.New(out).With().Timestamp().Logger()
+	errlog = logger.With().Caller().Logger()
+}
+
+func initConf() (*config, error) {
+	vi := newConfig(getConfigName())
+
+	if err := vi.ReadInConfig(); err != nil {
+		return nil, err
+	}
+
+	inherits := vi.GetString("inherits")
+	if len(inherits) != 0 {
+		vi = newConfig(inherits)
+
+		if err := vi.ReadInConfig(); err != nil {
+			return nil, err
+		}
+
+		if vi.IsSet("inherits") {
+			errlog.Fatal().Msgf("inherited config (%s) cannot itself inherit (%s)",
+				inherits,
+				vi.GetString("inherits"))
+		}
+
+		vi.SetConfigName(getConfigName())
+
+		if err := vi.MergeInConfig(); err != nil {
+			return nil, err
+		}
+	}
+
+	c := &config{}
+
+	if err := c.Init(vi); err != nil {
+		return nil, fmt.Errorf("unable to decode config, %v", err)
+	}
+
+	logLevel, err := zerolog.ParseLevel(c.LogLevel)
+	if err != nil {
+		errlog.Error().Err(err).Msg("error setting log_level")
+	}
+	zerolog.SetGlobalLevel(logLevel)
+
+	return c, nil
+}
+
+func initDB(c *config, useDB bool) (*pgx.Conn, error) {
+	config, _ := pgx.ParseConfig("")
+	config.Host = c.DB.Host
+	config.Port = c.DB.Port
+	config.User = c.DB.User
+	config.Password = c.DB.Password
+	config.RuntimeParams = map[string]string{
+		"application_name": c.AppName,
+		"search_path":      c.DB.Schema,
+	}
+
+	if useDB {
+		config.Database = c.DB.DBName
+	}
+
+	switch c.LogLevel {
+	case "debug":
+		config.LogLevel = pgx.LogLevelDebug
+	case "info":
+		config.LogLevel = pgx.LogLevelInfo
+	case "warn":
+		config.LogLevel = pgx.LogLevelWarn
+	case "error":
+		config.LogLevel = pgx.LogLevelError
+	default:
+		config.LogLevel = pgx.LogLevelNone
+	}
+
+	config.Logger = NewSQLLogger(logger)
+
+	db, err := pgx.ConnectConfig(context.Background(), config)
+	if err != nil {
+		return nil, err
+	}
+
+	return db, nil
+}
+
+func initDBPool(c *config) (*pgxpool.Pool, error) {
+	config, _ := pgxpool.ParseConfig("")
+	config.ConnConfig.Host = c.DB.Host
+	config.ConnConfig.Port = c.DB.Port
+	config.ConnConfig.Database = c.DB.DBName
+	config.ConnConfig.User = c.DB.User
+	config.ConnConfig.Password = c.DB.Password
+	config.ConnConfig.RuntimeParams = map[string]string{
+		"application_name": c.AppName,
+		"search_path":      c.DB.Schema,
+	}
+
+	switch c.LogLevel {
+	case "debug":
+		config.ConnConfig.LogLevel = pgx.LogLevelDebug
+	case "info":
+		config.ConnConfig.LogLevel = pgx.LogLevelInfo
+	case "warn":
+		config.ConnConfig.LogLevel = pgx.LogLevelWarn
+	case "error":
+		config.ConnConfig.LogLevel = pgx.LogLevelError
+	default:
+		config.ConnConfig.LogLevel = pgx.LogLevelNone
+	}
+
+	config.ConnConfig.Logger = NewSQLLogger(logger)
+
+	// if c.DB.MaxRetries != 0 {
+	// 	opt.MaxRetries = c.DB.MaxRetries
+	// }
+
+	if c.DB.PoolSize != 0 {
+		config.MaxConns = conf.DB.PoolSize
+	}
+
+	db, err := pgxpool.ConnectConfig(context.Background(), config)
+	if err != nil {
+		return nil, err
+	}
+
+	return db, nil
+}
+
+func initCompiler() {
+	var err error
+
+	qcompile, pcompile, err = initCompilers(conf)
+	if err != nil {
+		errlog.Fatal().Err(err).Msg("failed to initialize compilers")
+	}
+}
+
+func initAllowList(cpath string) {
+	var ac allow.Config
+	var err error
+
+	if !conf.Production {
+		ac = allow.Config{CreateIfNotExists: true, Persist: true}
+	}
+
+	allowList, err = allow.New(cpath, ac)
+	if err != nil {
+		errlog.Fatal().Err(err).Msg("failed to initialize allow list")
+	}
+}
+
+func initCrypto() {
+	if len(conf.SecretKey) != 0 {
+		secretKey = sha256.Sum256([]byte(conf.SecretKey))
+		conf.SecretKey = ""
+		internalKey = secretKey
+
+	} else {
+		internalKey = crypto.NewEncryptionKey()
+	}
+}

serv/prepare.go

@@ -6,6 +6,7 @@ import (
 	"fmt"
 	"io"
 
+	"github.com/dosco/super-graph/allow"
 	"github.com/dosco/super-graph/qcode"
 	"github.com/jackc/pgconn"
 	"github.com/jackc/pgx/v4"
@@ -23,7 +24,10 @@ var (
 	_preparedList map[string]*preparedItem
 )
 
-func initPreparedList() {
+func initPreparedList(cpath string) {
+	if allowList.IsPersist() {
+		return
+	}
 	_preparedList = make(map[string]*preparedItem)
 
 	tx, err := db.Begin(context.Background())
@@ -43,30 +47,38 @@ func initPreparedList() {
 
 	success := 0
 
-	for _, v := range _allowList.list {
+	list, err := allowList.Load()
-		if len(v.gql) == 0 {
+	if err != nil {
+		errlog.Fatal().Err(err).Send()
+	}
+
+	for _, v := range list {
+		if len(v.Query) == 0 {
 			continue
 		}
 
-		err := prepareStmt(v.gql, v.vars)
+		err := prepareStmt(v)
 		if err == nil {
 			success++
 			continue
 		}
 
-		if len(v.vars) == 0 {
+		if len(v.Vars) == 0 {
-			logger.Warn().Err(err).Msg(v.gql)
+			logger.Warn().Err(err).Msg(v.Query)
 		} else {
-			logger.Warn().Err(err).Msgf("%s %s", v.vars, v.gql)
+			logger.Warn().Err(err).Msgf("%s %s", v.Vars, v.Query)
 		}
 	}
 
 	logger.Info().
 		Msgf("Registered %d of %d queries from allow.list as prepared statements",
-			success, len(_allowList.list))
+			success, len(list))
 }
 
-func prepareStmt(gql string, vars []byte) error {
+func prepareStmt(item allow.Item) error {
+	gql := item.Query
+	vars := item.Vars
+
 	qt := qcode.GetQType(gql)
 	q := []byte(gql)
 
@@ -99,7 +111,7 @@ func prepareStmt(gql string, vars []byte) error {
 
 		logger.Debug().Msg("Prepared statement role: user")
 
-		err = prepare(tx, stmts1, gqlHash(gql, vars, "user"))
+		err = prepare(tx, stmts1, stmtHash(item.Name, "user"))
 		if err != nil {
 			return err
 		}
@@ -112,7 +124,7 @@ func prepareStmt(gql string, vars []byte) error {
 				return err
 			}
 
-			err = prepare(tx, stmts2, gqlHash(gql, vars, "anon"))
+			err = prepare(tx, stmts2, stmtHash(item.Name, "anon"))
 			if err != nil {
 				return err
 			}
@@ -127,7 +139,7 @@ func prepareStmt(gql string, vars []byte) error {
 				return err
 			}
 
-			err = prepare(tx, stmts, gqlHash(gql, vars, role.Name))
+			err = prepare(tx, stmts, stmtHash(item.Name, role.Name))
 			if err != nil {
 				return err
 			}

serv/reload.go

@@ -108,7 +108,7 @@ func Do(log func(string, ...interface{}), additional ...dir) error {
 				// Ensure that we use the correct events, as they are not uniform across
 				// platforms. See https://github.com/fsnotify/fsnotify/issues/74
 
-				if !conf.Production && strings.HasSuffix(event.Name, "/allow.list") {
+				if conf != nil && !conf.Production && strings.HasSuffix(event.Name, "/allow.list") {
 					continue
 				}
 

serv/resolve.go

@@ -22,16 +22,20 @@ type resolvFn struct {
 	Fn      func(h http.Header, id []byte) ([]byte, error)
 }
 
-func initResolvers() error {
+func initResolvers() {
+	var err error
 	rmap = make(map[uint64]*resolvFn)
 
 	for _, t := range conf.Tables {
-		err := initRemotes(t)
+		err = initRemotes(t)
 		if err != nil {
-			return err
+			break
 		}
 	}
-	return nil
+
+	if err != nil {
+		errlog.Fatal().Err(err).Msg("failed to initialize resolvers")
+	}
 }
 
 func initRemotes(t configTable) error {

serv/serv.go

@@ -21,6 +21,10 @@ func initCompilers(c *config) (*qcode.Compiler, *psql.Compiler, error) {
 		return nil, nil, err
 	}
 
+	if err = addTables(c, di); err != nil {
+		return nil, nil, err
+	}
+
 	if err = addForeignKeys(c, di); err != nil {
 		return nil, nil, err
 	}
@@ -50,7 +54,7 @@ func initCompilers(c *config) (*qcode.Compiler, *psql.Compiler, error) {
 }
 
 func initWatcher(cpath string) {
-	if !conf.WatchAndReload {
+	if conf != nil && !conf.WatchAndReload {
 		return
 	}
 
@@ -70,8 +74,17 @@ func initWatcher(cpath string) {
 }
 
 func startHTTP() {
+	var hostPort string
+	var appName string
+
+	defaultHP := "0.0.0.0:8080"
+	env := os.Getenv("GO_ENV")
+
+	if conf != nil {
+		appName = conf.AppName
 		hp := strings.SplitN(conf.HostPort, ":", 2)
 
+		if len(hp) == 2 {
 			if len(conf.Host) != 0 {
 				hp[0] = conf.Host
 			}
@@ -80,11 +93,22 @@ func startHTTP() {
 				hp[1] = conf.Port
 			}
 
-	hostPort := fmt.Sprintf("%s:%s", hp[0], hp[1])
+			hostPort = fmt.Sprintf("%s:%s", hp[0], hp[1])
+		}
+	}
+
+	if len(hostPort) == 0 {
+		hostPort = defaultHP
+	}
+
+	routes, err := routeHandler()
+	if err != nil {
+		errlog.Fatal().Err(err).Send()
+	}
 
 	srv := &http.Server{
 		Addr:           hostPort,
-		Handler:        routeHandler(),
+		Handler:        routes,
 		ReadTimeout:    5 * time.Second,
 		WriteTimeout:   10 * time.Second,
 		MaxHeaderBytes: 1 << 20,
@@ -110,8 +134,8 @@ func startHTTP() {
 		Str("version", version).
 		Str("git_branch", gitBranch).
 		Str("host_post", hostPort).
-		Str("app_name", conf.AppName).
+		Str("app_name", appName).
-		Str("env", conf.Env).
+		Str("env", env).
 		Msgf("%s listening", serverName)
 
 	if err := srv.ListenAndServe(); err != http.ErrServerClosed {
@@ -121,22 +145,35 @@ func startHTTP() {
 	<-idleConnsClosed
 }
 
-func routeHandler() http.Handler {
+func routeHandler() (http.Handler, error) {
-	var apiH http.Handler
+	mux := http.NewServeMux()
 
-	if conf.HTTPGZip {
+	if conf == nil {
-		gzipH := gziphandler.MustNewGzipLevelHandler(6)
+		return mux, nil
-		apiH = gzipH(http.HandlerFunc(apiV1))
-	} else {
-		apiH = http.HandlerFunc(apiV1)
 	}
 
-	mux := http.NewServeMux()
+	routes := map[string]http.Handler{
-	mux.HandleFunc("/health", health)
+		"/health":         http.HandlerFunc(health),
-	mux.Handle("/api/v1/graphql", withAuth(apiH))
+		"/api/v1/graphql": withAuth(http.HandlerFunc(apiV1), conf.Auth),
+	}
+
+	if err := setActionRoutes(routes); err != nil {
+		return nil, err
+	}
 
 	if conf.WebUI {
-		mux.Handle("/", http.FileServer(rice.MustFindBox("../web/build").HTTPBox()))
+		routes["/"] = http.FileServer(rice.MustFindBox("../web/build").HTTPBox())
+	}
+
+	if conf.HTTPGZip {
+		gz := gziphandler.MustNewGzipLevelHandler(6)
+		for k, v := range routes {
+			routes[k] = gz(v)
+		}
+	}
+
+	for k, v := range routes {
+		mux.Handle(k, v)
 	}
 
 	fn := func(w http.ResponseWriter, r *http.Request) {
@@ -144,29 +181,38 @@ func routeHandler() http.Handler {
 		mux.ServeHTTP(w, r)
 	}
 
-	return http.HandlerFunc(fn)
+	return http.HandlerFunc(fn), nil
 }
 
-func getConfigName() string {
+func setActionRoutes(routes map[string]http.Handler) error {
-	if len(os.Getenv("GO_ENV")) == 0 {
+	var err error
-		return "dev"
+
+	for _, a := range conf.Actions {
+		var fn http.Handler
+
+		fn, err = newAction(a)
+		if err != nil {
+			break
 		}
 
-	ge := strings.ToLower(os.Getenv("GO_ENV"))
+		p := fmt.Sprintf("/api/v1/actions/%s", strings.ToLower(a.Name))
 
-	switch {
+		if authc, ok := findAuth(a.AuthName); ok {
-	case strings.HasPrefix(ge, "pro"):
+			routes[p] = withAuth(fn, authc)
-		return "prod"
+		} else {
-
+			routes[p] = fn
-	case strings.HasPrefix(ge, "sta"):
+		}
-		return "stage"
+	}
-
+	return nil
-	case strings.HasPrefix(ge, "tes"):
-		return "test"
-
-	case strings.HasPrefix(ge, "dev"):
-		return "dev"
 }
 
-	return ge
+func findAuth(name string) (configAuth, bool) {
+	var authc configAuth
+
+	for _, a := range conf.Auths {
+		if strings.EqualFold(a.Name, name) {
+			return a, true
+		}
+	}
+	return authc, false
 }

serv/utils.go

@@ -7,6 +7,7 @@ import (
 	"io"
 	"sort"
 	"strings"
+	"sync"
 
 	"github.com/cespare/xxhash/v2"
 	"github.com/dosco/super-graph/jsn"
@@ -22,6 +23,14 @@ func mkkey(h *xxhash.Digest, k1 string, k2 string) uint64 {
 	return v
 }
 
+// nolint: errcheck
+func stmtHash(name string, role string) string {
+	h := sha1.New()
+	io.WriteString(h, strings.ToLower(name))
+	io.WriteString(h, role)
+	return hex.EncodeToString(h.Sum(nil))
+}
+
 // nolint: errcheck
 func gqlHash(b string, vars []byte, role string) string {
 	b = strings.TrimSpace(b)
@@ -108,30 +117,6 @@ func al(b byte) bool {
 	return (b >= 'a' && b <= 'z') || (b >= 'A' && b <= 'Z') || (b >= '0' && b <= '9')
 }
 
-func gqlName(b string) string {
-	state, s := 0, 0
-
-	for i := 0; i < len(b); i++ {
-		switch {
-		case state == 2 && b[i] == '{':
-			return b[s:i]
-		case state == 2 && b[i] == ' ':
-			return b[s:i]
-		case state == 1 && b[i] == '{':
-			return ""
-		case state == 1 && b[i] != ' ':
-			s = i
-			state = 2
-		case state == 1 && b[i] == ' ':
-			continue
-		case i != 0 && b[i] == ' ' && (b[i-1] == 'n' || b[i-1] == 'y'):
-			state = 1
-		}
-	}
-
-	return ""
-}
-
 func findStmt(role string, stmts []stmt) *stmt {
 	for i := range stmts {
 		if stmts[i].role.Name != role {
@@ -141,3 +126,16 @@ func findStmt(role string, stmts []stmt) *stmt {
 	}
 	return nil
 }
+
+func fatalInProd(err error, msg string) {
+	var wg sync.WaitGroup
+
+	if !isDev() {
+		errlog.Fatal().Err(err).Msg(msg)
+	}
+
+	errlog.Error().Err(err).Msg(msg)
+
+	wg.Add(1)
+	wg.Wait()
+}

serv/utils_test.go

@@ -229,80 +229,3 @@ func TestGQLHashWithVars2(t *testing.T) {
 		t.Fatal("Hashes don't match they should")
 	}
 }
-
-func TestGQLName1(t *testing.T) {
-	var q = `
-	query {
-		products(
-			distinct: [price]
-			where: { id: { and: { greater_or_equals: 20, lt: 28 } } }
-		) { id name } }`
-
-	name := gqlName(q)
-
-	if len(name) != 0 {
-		t.Fatal("Name should be empty, not ", name)
-	}
-}
-
-func TestGQLName2(t *testing.T) {
-	var q = `
-	query hakuna_matata {
-		products(
-			distinct: [price]
-			where: { id: { and: { greater_or_equals: 20, lt: 28 } } }
-		) {
-			id
-			name
-		}
-	}`
-
-	name := gqlName(q)
-
-	if name != "hakuna_matata" {
-		t.Fatal("Name should be 'hakuna_matata', not ", name)
-	}
-}
-
-func TestGQLName3(t *testing.T) {
-	var q = `
-	mutation means{ users { id } }`
-
-	// var v2 = `   { products( limit: 30, order_by: { price: desc }, distinct: [ price ] where: { id: { and: { greater_or_equals: 20, lt: 28 } } }) { id name price user { id email } } } `
-
-	name := gqlName(q)
-
-	if name != "means" {
-		t.Fatal("Name should be 'means', not ", name)
-	}
-}
-
-func TestGQLName4(t *testing.T) {
-	var q = `
-	query no_worries 
-		users {
-			id
-		}
-	}`
-
-	name := gqlName(q)
-
-	if name != "no_worries" {
-		t.Fatal("Name should be 'no_worries', not ", name)
-	}
-}
-
-func TestGQLName5(t *testing.T) {
-	var q = `
-	    {
-		users {
-			id
-		}
-	}`
-
-	name := gqlName(q)
-
-	if len(name) != 0 {
-		t.Fatal("Name should be empty, not ", name)
-	}
-}

tmpl/dev.yml

@@ -32,6 +32,10 @@ reload_on_config_change: true
 # Path pointing to where the migrations can be found
 migrations_path: ./config/migrations
 
+# Secret key for general encryption operations like 
+# encrypting the cursor data
+secret_key: supercalifajalistics
+
 # Postgres related environment Variables
 # SG_DATABASE_HOST
 # SG_DATABASE_PORT
@@ -49,7 +53,7 @@ migrations_path: ./config/migrations
 #   sheep: sheep
 
 auth:
-  # Can be 'rails' or 'jwt'
+  # Can be 'rails', 'jwt' or 'header'
   type: rails
   cookie: _{% app_name_slug %}_session
 
@@ -83,6 +87,22 @@ auth:
   #   public_key_file: /secrets/public_key.pem
   #   public_key_type: ecdsa #rsa
 
+  # header:
+  #   name: dnt
+  #   exists: true
+  #   value: localhost:8080
+
+# You can add additional named auths to use with actions
+# In this example actions using this auth can only be
+# called from the Google Appengine Cron service that
+# sets a special header to all it's requests
+auths:
+  - name: from_taskqueue
+    type: header
+    header:
+      name: X-Appengine-Cron
+      exists: true
+
 database:
   type: postgres
   host: db
@@ -116,6 +136,16 @@ database:
     - encrypted
     - token
 
+# Create custom actions with their own api endpoints
+# For example the below action will be available at /api/v1/actions/refresh_leaderboard_users
+# A request to this url will execute the configured SQL query
+# which in this case refreshes a materialized view in the database.
+# The auth_name is from one of the configured auths
+actions:
+  - name: refresh_leaderboard_users
+    sql: REFRESH MATERIALIZED VIEW CONCURRENTLY "leaderboard_users"
+    auth_name: from_taskqueue
+
 tables:
   - name: customers
     remotes:
@@ -137,6 +167,7 @@ tables:
     name: me
     table: users
 
+
 roles_query: "SELECT * FROM users WHERE id = $user_id"
 
 roles:
@@ -168,20 +199,16 @@ roles:
         query:
           limit: 50
           filters: ["{ user_id: { eq: $user_id } }"]
-          columns: ["id", "name", "description" ]
           disable_functions: false
 
         insert:
           filters: ["{ user_id: { eq: $user_id } }"]
-          columns: ["id", "name", "description" ]
           presets:
+            - user_id: "$user_id"
             - created_at: "now"
             
         update:
           filters: ["{ user_id: { eq: $user_id } }"]
-          columns:
-            - id
-            - name
           presets:
             - updated_at: "now"
 

tmpl/docker-compose.yml

@@ -1,14 +1,53 @@
 version: '3.4'
 services:
+  # Postgres DB
   db:
-    image: postgres
+    image: postgres:11.5
     ports:
       - "5432:5432"
 
+  # Yugabyte DB
+  # 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:

tmpl/prod.yml

@@ -32,6 +32,10 @@ enable_tracing: true
 # Path pointing to where the migrations can be found
 # migrations_path: migrations
 
+# Secret key for general encryption operations like 
+# encrypting the cursor data
+# secret_key: supercalifajalistics
+
 # Postgres related environment Variables
 # SG_DATABASE_HOST
 # SG_DATABASE_PORT