Enable multi-platform docker builds

* check isUpsert header in POST document request

* Verify response code on "CreateItem that already exists" test

---------

Co-authored-by: Pijus Kamandulis <pikami@users.noreply.github.com>

.github/ISSUE_TEMPLATE.md

@@ -0,0 +1,14 @@
+#### Summary
+Bug report in one concise sentence
+
+#### Steps to reproduce
+How can we reproduce the issue (what version are you using?)
+
+#### Expected behavior
+Describe your issue in detail
+
+#### Observed behavior (that appears unintentional)
+What did you see happen? Please include relevant error messages.
+
+#### Possible fixes
+If you can, link to the line of code that might be responsible for the problem

.github/PULL_REQUEST_TEMPLATE.md

@@ -0,0 +1,18 @@
+<!-- Thank you for contributing a pull request! Here are a few tips to help you:
+
+1. If applicable, please check if unit tests are added for new features
+2. Read the contribution guide lines https://github.com/pikami/cosmium/docs/CONTRIBUTING.md
+
+-->
+
+#### Summary
+<!--
+A description of what this pull request does, as well as QA test steps (if applicable).
+-->
+
+#### Ticket Link
+<!--
+If applicable, please include a link to the GitHub issue:
+
+Fixes https://github.com/pikami/cosmium/issues/XXX
+-->

.github/workflows/release.yml

@@ -7,6 +7,7 @@ on:
 
 permissions:
   contents: write
+  packages: write
 
 jobs:
   goreleaser:
@@ -20,6 +21,12 @@ jobs:
         uses: actions/setup-go@v5
         with:
           go-version: 1.21.6
+      - name: Docker Login
+        uses: docker/login-action@v3
+        with:
+          registry: ghcr.io
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
       - name: Run GoReleaser
         uses: goreleaser/goreleaser-action@v5
         with:

.gitignore

@@ -1,2 +1,6 @@
 dist/
 ignored/
+explorer_www/
+main
+save.json
+.vscode/

.goreleaser.yaml

@@ -9,11 +9,6 @@ builds:
       - arm64
     env:
       - CGO_ENABLED=0
-    ignore:
-      - goos: linux
-        goarch: arm64
-      - goos: windows
-        goarch: arm64
 
 release:
   prerelease: auto
@@ -31,5 +26,57 @@ brews:
       name: pikami
       email: git@pikami.org
 
+dockers:
+  - id: docker-linux-amd64
+    goos: linux
+    goarch: amd64
+    image_templates:
+    - "ghcr.io/pikami/{{ .ProjectName }}:{{ .Version }}-amd64"
+    - "ghcr.io/pikami/{{ .ProjectName }}:latest-amd64"
+    dockerfile: Dockerfile
+    use: buildx
+    build_flag_templates:
+    - "--platform=linux/amd64"
+    - "--pull"
+    - "--label=org.opencontainers.image.title={{.ProjectName}}"
+    - "--label=org.opencontainers.image.description=Lightweight Cosmos DB emulator"
+    - "--label=org.opencontainers.image.url=https://github.com/pikami/cosmium"
+    - "--label=org.opencontainers.image.source=https://github.com/pikami/cosmium"
+    - "--label=org.opencontainers.image.created={{.Date}}"
+    - "--label=org.opencontainers.image.revision={{.FullCommit}}"
+    - "--label=org.opencontainers.image.version={{.Version}}"
+  - id: docker-linux-arm64
+    goos: linux
+    goarch: arm64
+    image_templates:
+    - "ghcr.io/pikami/{{ .ProjectName }}:{{ .Version }}-arm64"
+    - "ghcr.io/pikami/{{ .ProjectName }}:latest-arm64"
+    - "ghcr.io/pikami/{{ .ProjectName }}:{{ .Version }}-arm64v8"
+    - "ghcr.io/pikami/{{ .ProjectName }}:latest-arm64v8"
+    dockerfile: Dockerfile
+    use: buildx
+    build_flag_templates:
+    - "--platform=linux/arm64"
+    - "--pull"
+    - "--label=org.opencontainers.image.title={{.ProjectName}}"
+    - "--label=org.opencontainers.image.description=Lightweight Cosmos DB emulator"
+    - "--label=org.opencontainers.image.url=https://github.com/pikami/cosmium"
+    - "--label=org.opencontainers.image.source=https://github.com/pikami/cosmium"
+    - "--label=org.opencontainers.image.created={{.Date}}"
+    - "--label=org.opencontainers.image.revision={{.FullCommit}}"
+    - "--label=org.opencontainers.image.version={{.Version}}"
+
+docker_manifests:
+  - name_template: 'ghcr.io/pikami/{{ .ProjectName }}:latest'
+    image_templates:
+      - "ghcr.io/pikami/{{ .ProjectName }}:latest-amd64"
+      - "ghcr.io/pikami/{{ .ProjectName }}:latest-arm64"
+      - "ghcr.io/pikami/{{ .ProjectName }}:latest-arm64v8"
+  - name_template: 'ghcr.io/pikami/{{ .ProjectName }}:{{ .Version }}'
+    image_templates:
+      - "ghcr.io/pikami/{{ .ProjectName }}:{{ .Version }}-amd64"
+      - "ghcr.io/pikami/{{ .ProjectName }}:{{ .Version }}-arm64"
+      - "ghcr.io/pikami/{{ .ProjectName }}:{{ .Version }}-arm64v8"
+
 checksum:
   name_template: 'checksums.txt'

Dockerfile

@@ -0,0 +1,6 @@
+FROM scratch
+
+WORKDIR /app
+COPY cosmium /app/cosmium
+
+ENTRYPOINT ["/app/cosmium"]

README.md

@@ -1,11 +1,13 @@
 # Cosmium
 
-Cosmium is a lightweight Cosmos DB emulator designed to facilitate local development and testing. While it aims to provide developers with a solution for running a local database during development, it's important to note that it's not 100% compatible with Cosmos DB. However, it serves as a convenient tool for E2E or integration tests during the CI/CD pipeline.
+Cosmium is a lightweight Cosmos DB emulator designed to facilitate local development and testing. While it aims to provide developers with a solution for running a local database during development, it's important to note that it's not 100% compatible with Cosmos DB. However, it serves as a convenient tool for E2E or integration tests during the CI/CD pipeline. Read more about compatibility [here](./docs/COMPATIBILITY.md).
 
 One of Cosmium's notable features is its ability to save and load state to a single JSON file. This feature makes it easy to load different test cases or share state with other developers, enhancing collaboration and efficiency in development workflows.
 
 # Getting Started
+
 ### Installation via Homebrew
+
 You can install Cosmium using Homebrew by adding the `pikami/brew` tap and then installing the package.
 
 ```sh
@@ -23,10 +25,10 @@ You can download the latest version of Cosmium from the [GitHub Releases page](h
 
 Cosmium is available for the following platforms:
 
-* **Linux**: cosmium-linux-amd64
-* **macOS**: cosmium-darwin-amd64
-* **macOS on Apple Silicon**: cosmium-darwin-arm64
-* **Windows**: cosmium-windows-amd64.exe
+- **Linux**: cosmium-linux-amd64
+- **macOS**: cosmium-darwin-amd64
+- **macOS on Apple Silicon**: cosmium-darwin-arm64
+- **Windows**: cosmium-windows-amd64.exe
 
 ### Running Cosmium
 
@@ -37,16 +39,29 @@ cosmium -Persist "./save.json"
 ```
 
 Connection String Example:
+
 ```
 AccountEndpoint=https://localhost:8081/;AccountKey=C2y6yDjf5/R+ob0N8A7Cgv30VRDJIWEHLM+4QDU5DE2nQ9nDuVTqobD4b8mGGyPMbIZnqyMsEcaGQy67XIw/Jw==;
 ```
 
-###  Running Cosmos DB Explorer
+### Running Cosmos DB Explorer
 
 If you want to run Cosmos DB Explorer alongside Cosmium, you'll need to build it yourself and point the `-ExplorerDir` argument to the dist directory. Please refer to the [Cosmos DB Explorer repository](https://github.com/Azure/cosmos-explorer) for instructions on building the application.
 
 Once running, the explorer can be reached by navigating following URL: `https://127.0.0.1:8081/_explorer/` (might be different depending on your configuration).
 
+### Running with docker (optional)
+
+If you wan to run the application using docker, configure it using environment variables see example:
+
+```sh
+docker run --rm \
+  -e COSMIUM_PERSIST=/save.json \
+  -v ./save.json:/save.json \
+  -p 8081:8081 \
+  ghcr.io/pikami/cosmium
+```
+
 ### SSL Certificate
 
 By default, Cosmium uses a pre-generated SSL certificate. You can provide your own certificates by specifying paths to the SSL certificate and key (PEM format) using the `-Cert` and `-CertKey` arguments, respectively.
@@ -55,15 +70,26 @@ To disable SSL and run Cosmium on HTTP instead, you can use the `-DisableTls` fl
 
 ### Other Available Arguments
 
-* **-AccountKey**: Account key for authentication (default "C2y6yDjf5/R+ob0N8A7Cgv30VRDJIWEHLM+4QDU5DE2nQ9nDuVTqobD4b8mGGyPMbIZnqyMsEcaGQy67XIw/Jw==")
-* **-DisableAuth**: Disable authentication
-* **-Host**: Hostname (default "localhost")
-* **-InitialData**: Path to JSON containing initial state
-* **-Persist**: Saves data to the given path on application exit (When `-InitialData` argument is not supplied, it will try to load data from path supplied in `-Persist`)
-* **-Port**: Listen port (default 8081)
-* **-Debug**: Runs application in debug mode, this provides additional logging
+- **-AccountKey**: Account key for authentication (default "C2y6yDjf5/R+ob0N8A7Cgv30VRDJIWEHLM+4QDU5DE2nQ9nDuVTqobD4b8mGGyPMbIZnqyMsEcaGQy67XIw/Jw==")
+- **-DisableAuth**: Disable authentication
+- **-Host**: Hostname (default "localhost")
+- **-InitialData**: Path to JSON containing initial state
+- **-Persist**: Saves data to the given path on application exit (When `-InitialData` argument is not supplied, it will try to load data from path supplied in `-Persist`)
+- **-Port**: Listen port (default 8081)
+- **-Debug**: Runs application in debug mode, this provides additional logging
 
 These arguments allow you to configure various aspects of Cosmium's behavior according to your requirements.
 
+All mentioned arguments can also be set using environment variables:
+
+- **COSMIUM_ACCOUNTKEY** for `-AccountKey`
+- **COSMIUM_DISABLEAUTH** for `-DisableAuth`
+- **COSMIUM_HOST** for `-Host`
+- **COSMIUM_INITIALDATA** for `-InitialData`
+- **COSMIUM_PERSIST** for `-Persist`
+- **COSMIUM_PORT** for `-Port`
+- **COSMIUM_DEBUG** for `-Debug`
+
 # License
+
 This project is [MIT licensed](./LICENSE).

api/config/config.go

@@ -3,10 +3,14 @@ package config
 import (
 	"flag"
 	"fmt"
+	"os"
+	"strings"
 )
 
 const (
-	DefaultAccountKey = "C2y6yDjf5/R+ob0N8A7Cgv30VRDJIWEHLM+4QDU5DE2nQ9nDuVTqobD4b8mGGyPMbIZnqyMsEcaGQy67XIw/Jw=="
+	DefaultAccountKey       = "C2y6yDjf5/R+ob0N8A7Cgv30VRDJIWEHLM+4QDU5DE2nQ9nDuVTqobD4b8mGGyPMbIZnqyMsEcaGQy67XIw/Jw=="
+	EnvPrefix               = "COSMIUM_"
+	ExplorerBaseUrlLocation = "/_explorer"
 )
 
 var Config = ServerConfig{}
@@ -25,6 +29,7 @@ func ParseFlags() {
 	debug := flag.Bool("Debug", false, "Runs application in debug mode, this provides additional logging")
 
 	flag.Parse()
+	setFlagsFromEnvironment()
 
 	Config.Host = *host
 	Config.Port = *port
@@ -41,4 +46,19 @@ func ParseFlags() {
 	Config.DatabaseDomain = Config.Host
 	Config.DatabaseEndpoint = fmt.Sprintf("https://%s:%d/", Config.Host, Config.Port)
 	Config.AccountKey = *accountKey
+	Config.ExplorerBaseUrlLocation = ExplorerBaseUrlLocation
+}
+
+func setFlagsFromEnvironment() (err error) {
+	flag.VisitAll(func(f *flag.Flag) {
+		name := EnvPrefix + strings.ToUpper(strings.Replace(f.Name, "-", "_", -1))
+		if value, ok := os.LookupEnv(name); ok {
+			err2 := flag.Set(f.Name, value)
+			if err2 != nil {
+				err = fmt.Errorf("failed setting flag from environment: %w", err2)
+			}
+		}
+	})
+
+	return
 }

api/config/models.go

@@ -6,14 +6,15 @@ type ServerConfig struct {
 	DatabaseEndpoint string
 	AccountKey       string
 
-	ExplorerPath        string
-	Port                int
-	Host                string
-	TLS_CertificatePath string
-	TLS_CertificateKey  string
-	InitialDataFilePath string
-	PersistDataFilePath string
-	DisableAuth         bool
-	DisableTls          bool
-	Debug               bool
+	ExplorerPath            string
+	Port                    int
+	Host                    string
+	TLS_CertificatePath     string
+	TLS_CertificateKey      string
+	InitialDataFilePath     string
+	PersistDataFilePath     string
+	DisableAuth             bool
+	DisableTls              bool
+	Debug                   bool
+	ExplorerBaseUrlLocation string
 }

api/handlers/collections.go

@@ -1,6 +1,7 @@
 package handlers
 
 import (
+	"fmt"
 	"net/http"
 
 	"github.com/gin-gonic/gin"
@@ -15,6 +16,7 @@ func GetAllCollections(c *gin.Context) {
 	if status == repositorymodels.StatusOk {
 		database, _ := repositories.GetDatabase(databaseId)
 
+		c.Header("x-ms-item-count", fmt.Sprintf("%d", len(collections)))
 		c.IndentedJSON(http.StatusOK, gin.H{
 			"_rid":                database.ResourceID,
 			"DocumentCollections": collections,

api/handlers/cosmium.go

@@ -8,5 +8,11 @@ import (
 )
 
 func CosmiumExport(c *gin.Context) {
-	c.IndentedJSON(http.StatusOK, repositories.GetState())
+	repositoryState, err := repositories.GetState()
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+
+	c.Data(http.StatusOK, "application/json", []byte(repositoryState))
 }

api/handlers/databases.go

@@ -1,6 +1,7 @@
 package handlers
 
 import (
+	"fmt"
 	"net/http"
 
 	"github.com/gin-gonic/gin"
@@ -11,6 +12,7 @@ import (
 func GetAllDatabases(c *gin.Context) {
 	databases, status := repositories.GetAllDatabases()
 	if status == repositorymodels.StatusOk {
+		c.Header("x-ms-item-count", fmt.Sprintf("%d", len(databases)))
 		c.IndentedJSON(http.StatusOK, gin.H{
 			"_rid":      "",
 			"Databases": databases,

api/handlers/documents.go

@@ -1,10 +1,15 @@
 package handlers
 
 import (
+	"encoding/json"
+	"fmt"
 	"net/http"
+	"strconv"
 
+	jsonpatch "github.com/evanphx/json-patch/v5"
 	"github.com/gin-gonic/gin"
 	"github.com/pikami/cosmium/internal/constants"
+	"github.com/pikami/cosmium/internal/logger"
 	"github.com/pikami/cosmium/internal/repositories"
 	repositorymodels "github.com/pikami/cosmium/internal/repository_models"
 )
@@ -17,6 +22,7 @@ func GetAllDocuments(c *gin.Context) {
 	if status == repositorymodels.StatusOk {
 		collection, _ := repositories.GetCollection(databaseId, collectionId)
 
+		c.Header("x-ms-item-count", fmt.Sprintf("%d", len(documents)))
 		c.IndentedJSON(http.StatusOK, gin.H{
 			"_rid":      collection.ID,
 			"Documents": documents,
@@ -98,6 +104,82 @@ func ReplaceDocument(c *gin.Context) {
 	c.IndentedJSON(http.StatusInternalServerError, gin.H{"message": "Unknown error"})
 }
 
+func PatchDocument(c *gin.Context) {
+	databaseId := c.Param("databaseId")
+	collectionId := c.Param("collId")
+	documentId := c.Param("docId")
+
+	document, status := repositories.GetDocument(databaseId, collectionId, documentId)
+	if status == repositorymodels.StatusNotFound {
+		c.IndentedJSON(http.StatusNotFound, gin.H{"message": "NotFound"})
+		return
+	}
+
+	var requestBody map[string]interface{}
+	if err := c.BindJSON(&requestBody); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"message": err.Error()})
+		return
+	}
+
+	operations := requestBody["operations"]
+	operationsBytes, err := json.Marshal(operations)
+	if err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"message": "Could not decode operations"})
+		return
+	}
+
+	patch, err := jsonpatch.DecodePatch(operationsBytes)
+	if err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"message": err.Error()})
+		return
+	}
+
+	currentDocumentBytes, err := json.Marshal(document)
+	if err != nil {
+		logger.Error("Failed to marshal existing document:", err)
+		c.JSON(http.StatusInternalServerError, gin.H{"message": "Failed to marshal existing document"})
+		return
+	}
+
+	modifiedDocumentBytes, err := patch.Apply(currentDocumentBytes)
+	if err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"message": err.Error()})
+		return
+	}
+
+	var modifiedDocument map[string]interface{}
+	err = json.Unmarshal(modifiedDocumentBytes, &modifiedDocument)
+	if err != nil {
+		logger.Error("Failed to unmarshal modified document:", err)
+		c.JSON(http.StatusInternalServerError, gin.H{"message": "Failed to unmarshal modified document"})
+		return
+	}
+
+	if modifiedDocument["id"] != document["id"] {
+		c.JSON(http.StatusUnprocessableEntity, gin.H{"message": "The ID field cannot be modified"})
+		return
+	}
+
+	status = repositories.DeleteDocument(databaseId, collectionId, documentId)
+	if status == repositorymodels.StatusNotFound {
+		c.IndentedJSON(http.StatusNotFound, gin.H{"message": "NotFound"})
+		return
+	}
+
+	createdDocument, status := repositories.CreateDocument(databaseId, collectionId, modifiedDocument)
+	if status == repositorymodels.Conflict {
+		c.IndentedJSON(http.StatusConflict, gin.H{"message": "Conflict"})
+		return
+	}
+
+	if status == repositorymodels.StatusOk {
+		c.IndentedJSON(http.StatusCreated, createdDocument)
+		return
+	}
+
+	c.IndentedJSON(http.StatusInternalServerError, gin.H{"message": "Unknown error"})
+}
+
 func DocumentsPost(c *gin.Context) {
 	databaseId := c.Param("databaseId")
 	collectionId := c.Param("collId")
@@ -128,6 +210,7 @@ func DocumentsPost(c *gin.Context) {
 		}
 
 		collection, _ := repositories.GetCollection(databaseId, collectionId)
+		c.Header("x-ms-item-count", fmt.Sprintf("%d", len(docs)))
 		c.IndentedJSON(http.StatusOK, gin.H{
 			"_rid":      collection.ResourceID,
 			"Documents": docs,
@@ -141,6 +224,11 @@ func DocumentsPost(c *gin.Context) {
 		return
 	}
 
+	isUpsert, _ := strconv.ParseBool(c.GetHeader("x-ms-documentdb-is-upsert"))
+	if isUpsert {
+		repositories.DeleteDocument(databaseId, collectionId, requestBody["id"].(string))
+	}
+
 	createdDocument, status := repositories.CreateDocument(databaseId, collectionId, requestBody)
 	if status == repositorymodels.Conflict {
 		c.IndentedJSON(http.StatusConflict, gin.H{"message": "Conflict"})

api/handlers/explorer.go

@@ -8,7 +8,7 @@ import (
 )
 
 func RegisterExplorerHandlers(router *gin.Engine) {
-	explorer := router.Group("/_explorer")
+	explorer := router.Group(config.Config.ExplorerBaseUrlLocation)
 	{
 		explorer.Use(func(ctx *gin.Context) {
 			if ctx.Param("filepath") == "/config.json" {

api/handlers/middleware/authentication.go

@@ -14,35 +14,13 @@ func Authentication() gin.HandlerFunc {
 	return func(c *gin.Context) {
 		requestUrl := c.Request.URL.String()
 		if config.Config.DisableAuth ||
-			strings.HasPrefix(requestUrl, "/_explorer") ||
+			strings.HasPrefix(requestUrl, config.Config.ExplorerBaseUrlLocation) ||
 			strings.HasPrefix(requestUrl, "/cosmium") {
 			return
 		}
 
-		var resourceType string
-		parts := strings.Split(requestUrl, "/")
-		switch len(parts) {
-		case 2, 3:
-			resourceType = parts[1]
-		case 4, 5:
-			resourceType = parts[3]
-		case 6, 7:
-			resourceType = parts[5]
-		}
-
-		databaseId, _ := c.Params.Get("databaseId")
-		collId, _ := c.Params.Get("collId")
-		docId, _ := c.Params.Get("docId")
-		var resourceId string
-		if databaseId != "" {
-			resourceId += "dbs/" + databaseId
-		}
-		if collId != "" {
-			resourceId += "/colls/" + collId
-		}
-		if docId != "" {
-			resourceId += "/docs/" + docId
-		}
+		resourceType := urlToResourceType(requestUrl)
+		resourceId := requestToResourceId(c)
 
 		authHeader := c.Request.Header.Get("authorization")
 		date := c.Request.Header.Get("x-ms-date")
@@ -62,3 +40,43 @@ func Authentication() gin.HandlerFunc {
 		}
 	}
 }
+
+func urlToResourceType(requestUrl string) string {
+	var resourceType string
+	parts := strings.Split(requestUrl, "/")
+	switch len(parts) {
+	case 2, 3:
+		resourceType = parts[1]
+	case 4, 5:
+		resourceType = parts[3]
+	case 6, 7:
+		resourceType = parts[5]
+	}
+
+	return resourceType
+}
+
+func requestToResourceId(c *gin.Context) string {
+	databaseId, _ := c.Params.Get("databaseId")
+	collId, _ := c.Params.Get("collId")
+	docId, _ := c.Params.Get("docId")
+	resourceType := urlToResourceType(c.Request.URL.String())
+
+	var resourceId string
+	if databaseId != "" {
+		resourceId += "dbs/" + databaseId
+	}
+	if collId != "" {
+		resourceId += "/colls/" + collId
+	}
+	if docId != "" {
+		resourceId += "/docs/" + docId
+	}
+
+	isFeed := c.Request.Header.Get("A-Im") == "Incremental Feed"
+	if resourceType == "pkranges" && isFeed {
+		resourceId = collId
+	}
+
+	return resourceId
+}

api/handlers/middleware/strip_trailing_slashes.go

@@ -0,0 +1,21 @@
+package middleware
+
+import (
+	"strings"
+
+	"github.com/gin-gonic/gin"
+	"github.com/pikami/cosmium/api/config"
+)
+
+func StripTrailingSlashes(r *gin.Engine) gin.HandlerFunc {
+	return func(c *gin.Context) {
+		path := c.Request.URL.Path
+		if len(path) > 1 && path[len(path)-1] == '/' && !strings.Contains(path, config.Config.ExplorerBaseUrlLocation) {
+			c.Request.URL.Path = path[:len(path)-1]
+			r.HandleContext(c)
+			c.Abort()
+			return
+		}
+		c.Next()
+	}
+}

api/handlers/offers.go

@@ -7,6 +7,7 @@ import (
 )
 
 func GetOffers(c *gin.Context) {
+	c.Header("x-ms-item-count", "0")
 	c.IndentedJSON(http.StatusOK, gin.H{
 		"_rid":   "",
 		"_count": 0,

api/handlers/stored_procedures.go

@@ -1,6 +1,7 @@
 package handlers
 
 import (
+	"fmt"
 	"net/http"
 
 	"github.com/gin-gonic/gin"
@@ -15,6 +16,7 @@ func GetAllStoredProcedures(c *gin.Context) {
 	sps, status := repositories.GetAllStoredProcedures(databaseId, collectionId)
 
 	if status == repositorymodels.StatusOk {
+		c.Header("x-ms-item-count", fmt.Sprintf("%d", len(sps)))
 		c.IndentedJSON(http.StatusOK, gin.H{"_rid": "", "StoredProcedures": sps, "_count": len(sps)})
 		return
 	}

api/handlers/triggers.go

@@ -1,6 +1,7 @@
 package handlers
 
 import (
+	"fmt"
 	"net/http"
 
 	"github.com/gin-gonic/gin"
@@ -15,6 +16,7 @@ func GetAllTriggers(c *gin.Context) {
 	triggers, status := repositories.GetAllTriggers(databaseId, collectionId)
 
 	if status == repositorymodels.StatusOk {
+		c.Header("x-ms-item-count", fmt.Sprintf("%d", len(triggers)))
 		c.IndentedJSON(http.StatusOK, gin.H{"_rid": "", "Triggers": triggers, "_count": len(triggers)})
 		return
 	}

api/handlers/user_defined_functions.go

@@ -1,6 +1,7 @@
 package handlers
 
 import (
+	"fmt"
 	"net/http"
 
 	"github.com/gin-gonic/gin"
@@ -15,6 +16,7 @@ func GetAllUserDefinedFunctions(c *gin.Context) {
 	udfs, status := repositories.GetAllUserDefinedFunctions(databaseId, collectionId)
 
 	if status == repositorymodels.StatusOk {
+		c.Header("x-ms-item-count", fmt.Sprintf("%d", len(udfs)))
 		c.IndentedJSON(http.StatusOK, gin.H{"_rid": "", "UserDefinedFunctions": udfs, "_count": len(udfs)})
 		return
 	}

api/router.go

@@ -13,12 +13,15 @@ import (
 )
 
 func CreateRouter() *gin.Engine {
-	router := gin.Default()
+	router := gin.Default(func(e *gin.Engine) {
+		e.RedirectTrailingSlash = false
+	})
 
 	if config.Config.Debug {
 		router.Use(middleware.RequestLogger())
 	}
 
+	router.Use(middleware.StripTrailingSlashes(router))
 	router.Use(middleware.Authentication())
 
 	router.GET("/dbs/:databaseId/colls/:collId/pkranges", handlers.GetPartitionKeyRanges)
@@ -27,6 +30,7 @@ func CreateRouter() *gin.Engine {
 	router.GET("/dbs/:databaseId/colls/:collId/docs", handlers.GetAllDocuments)
 	router.GET("/dbs/:databaseId/colls/:collId/docs/:docId", handlers.GetDocument)
 	router.PUT("/dbs/:databaseId/colls/:collId/docs/:docId", handlers.ReplaceDocument)
+	router.PATCH("/dbs/:databaseId/colls/:collId/docs/:docId", handlers.PatchDocument)
 	router.DELETE("/dbs/:databaseId/colls/:collId/docs/:docId", handlers.DeleteDocument)
 
 	router.POST("/dbs/:databaseId/colls", handlers.CreateCollection)

api/tests/config_test.go

@@ -10,6 +10,7 @@ import (
 func runTestServer() *httptest.Server {
 	config.Config.AccountKey = config.DefaultAccountKey
 	config.Config.ExplorerPath = "/tmp/nothing"
+	config.Config.ExplorerBaseUrlLocation = config.ExplorerBaseUrlLocation
 
 	return httptest.NewServer(api.CreateRouter())
 }

api/tests/documents_test.go

@@ -3,10 +3,16 @@ package tests_test
 import (
 	"context"
 	"encoding/json"
+	"errors"
 	"fmt"
+	"net/http"
+	"net/http/httptest"
 	"reflect"
+	"sync"
 	"testing"
+	"time"
 
+	"github.com/Azure/azure-sdk-for-go/sdk/azcore"
 	"github.com/Azure/azure-sdk-for-go/sdk/data/azcosmos"
 	"github.com/pikami/cosmium/api/config"
 	"github.com/pikami/cosmium/internal/repositories"
@@ -49,7 +55,7 @@ func testCosmosQuery(t *testing.T,
 	}
 }
 
-func Test_Documents(t *testing.T) {
+func documents_InitializeDb(t *testing.T) (*httptest.Server, *azcosmos.ContainerClient) {
 	repositories.CreateDatabase(repositorymodels.Database{ID: testDatabaseName})
 	repositories.CreateCollection(testDatabaseName, repositorymodels.Collection{
 		ID: testCollectionName,
@@ -61,11 +67,10 @@ func Test_Documents(t *testing.T) {
 			Paths: []string{"/pk"},
 		},
 	})
-	repositories.CreateDocument(testDatabaseName, testCollectionName, map[string]interface{}{"id": "12345", "pk": "123", "isCool": false})
-	repositories.CreateDocument(testDatabaseName, testCollectionName, map[string]interface{}{"id": "67890", "pk": "456", "isCool": true})
+	repositories.CreateDocument(testDatabaseName, testCollectionName, map[string]interface{}{"id": "12345", "pk": "123", "isCool": false, "arr": []int{1, 2, 3}})
+	repositories.CreateDocument(testDatabaseName, testCollectionName, map[string]interface{}{"id": "67890", "pk": "456", "isCool": true, "arr": []int{6, 7, 8}})
 
 	ts := runTestServer()
-	defer ts.Close()
 
 	client, err := azcosmos.NewClientFromConnectionString(
 		fmt.Sprintf("AccountEndpoint=%s;AccountKey=%s", ts.URL, config.Config.AccountKey),
@@ -76,6 +81,13 @@ func Test_Documents(t *testing.T) {
 	collectionClient, err := client.NewContainer(testDatabaseName, testCollectionName)
 	assert.Nil(t, err)
 
+	return ts, collectionClient
+}
+
+func Test_Documents(t *testing.T) {
+	ts, collectionClient := documents_InitializeDb(t)
+	defer ts.Close()
+
 	t.Run("Should query document", func(t *testing.T) {
 		testCosmosQuery(t, collectionClient,
 			"SELECT c.id, c[\"pk\"] FROM c ORDER BY c.id",
@@ -136,4 +148,216 @@ func Test_Documents(t *testing.T) {
 			},
 		)
 	})
+
+	t.Run("Should query array accessor", func(t *testing.T) {
+		testCosmosQuery(t, collectionClient,
+			`SELECT c.id,
+				c["arr"][0] AS arr0,
+				c["arr"][1] AS arr1,
+				c["arr"][2] AS arr2,
+				c["arr"][3] AS arr3
+			FROM c ORDER BY c.id`,
+			nil,
+			[]interface{}{
+				map[string]interface{}{"id": "12345", "arr0": 1.0, "arr1": 2.0, "arr2": 3.0, "arr3": nil},
+				map[string]interface{}{"id": "67890", "arr0": 6.0, "arr1": 7.0, "arr2": 8.0, "arr3": nil},
+			},
+		)
+	})
+
+	t.Run("Should handle parallel writes", func(t *testing.T) {
+		var wg sync.WaitGroup
+		rutineCount := 100
+		results := make(chan error, rutineCount)
+
+		createCall := func(i int) {
+			defer wg.Done()
+			item := map[string]interface{}{
+				"id":  fmt.Sprintf("id-%d", i),
+				"pk":  fmt.Sprintf("pk-%d", i),
+				"val": i,
+			}
+			bytes, err := json.Marshal(item)
+			if err != nil {
+				results <- err
+				return
+			}
+
+			ctx, cancel := context.WithTimeout(context.Background(), 2*time.Second)
+			defer cancel()
+
+			_, err = collectionClient.CreateItem(
+				ctx,
+				azcosmos.PartitionKey{},
+				bytes,
+				&azcosmos.ItemOptions{
+					EnableContentResponseOnWrite: false,
+				},
+			)
+			results <- err
+
+			collectionClient.ReadItem(ctx, azcosmos.PartitionKey{}, fmt.Sprintf("id-%d", i), nil)
+			collectionClient.DeleteItem(ctx, azcosmos.PartitionKey{}, fmt.Sprintf("id-%d", i), nil)
+		}
+
+		for i := 0; i < rutineCount; i++ {
+			wg.Add(1)
+			go createCall(i)
+		}
+
+		wg.Wait()
+		close(results)
+
+		for err := range results {
+			if err != nil {
+				t.Errorf("Error creating item: %v", err)
+			}
+		}
+	})
+}
+
+func Test_Documents_Patch(t *testing.T) {
+	ts, collectionClient := documents_InitializeDb(t)
+	defer ts.Close()
+
+	t.Run("Should PATCH document", func(t *testing.T) {
+		context := context.TODO()
+		expectedData := map[string]interface{}{"id": "67890", "pk": "456", "newField": "newValue"}
+
+		patch := azcosmos.PatchOperations{}
+		patch.AppendAdd("/newField", "newValue")
+		patch.AppendRemove("/isCool")
+
+		itemResponse, err := collectionClient.PatchItem(
+			context,
+			azcosmos.PartitionKey{},
+			"67890",
+			patch,
+			&azcosmos.ItemOptions{
+				EnableContentResponseOnWrite: false,
+			},
+		)
+		assert.Nil(t, err)
+
+		var itemResponseBody map[string]string
+		json.Unmarshal(itemResponse.Value, &itemResponseBody)
+
+		assert.Equal(t, expectedData["id"], itemResponseBody["id"])
+		assert.Equal(t, expectedData["pk"], itemResponseBody["pk"])
+		assert.Empty(t, itemResponseBody["isCool"])
+		assert.Equal(t, expectedData["newField"], itemResponseBody["newField"])
+	})
+
+	t.Run("Should not allow to PATCH document ID", func(t *testing.T) {
+		context := context.TODO()
+
+		patch := azcosmos.PatchOperations{}
+		patch.AppendReplace("/id", "newValue")
+
+		_, err := collectionClient.PatchItem(
+			context,
+			azcosmos.PartitionKey{},
+			"67890",
+			patch,
+			&azcosmos.ItemOptions{
+				EnableContentResponseOnWrite: false,
+			},
+		)
+		assert.NotNil(t, err)
+
+		var respErr *azcore.ResponseError
+		if errors.As(err, &respErr) {
+			assert.Equal(t, http.StatusUnprocessableEntity, respErr.StatusCode)
+		} else {
+			panic(err)
+		}
+	})
+
+	t.Run("CreateItem", func(t *testing.T) {
+		context := context.TODO()
+
+		item := map[string]interface{}{
+			"Id":       "6789011",
+			"pk":       "456",
+			"newField": "newValue2",
+		}
+		bytes, err := json.Marshal(item)
+		assert.Nil(t, err)
+
+		r, err2 := collectionClient.CreateItem(
+			context,
+			azcosmos.PartitionKey{},
+			bytes,
+			&azcosmos.ItemOptions{
+				EnableContentResponseOnWrite: false,
+			},
+		)
+		assert.NotNil(t, r)
+		assert.Nil(t, err2)
+	})
+
+	t.Run("CreateItem that already exists", func(t *testing.T) {
+		context := context.TODO()
+
+		item := map[string]interface{}{"id": "12345", "pk": "123", "isCool": false, "arr": []int{1, 2, 3}}
+		bytes, err := json.Marshal(item)
+		assert.Nil(t, err)
+
+		r, err := collectionClient.CreateItem(
+			context,
+			azcosmos.PartitionKey{},
+			bytes,
+			&azcosmos.ItemOptions{
+				EnableContentResponseOnWrite: false,
+			},
+		)
+		assert.NotNil(t, r)
+		assert.NotNil(t, err)
+
+		var respErr *azcore.ResponseError
+		if errors.As(err, &respErr) {
+			assert.Equal(t, http.StatusConflict, respErr.StatusCode)
+		} else {
+			panic(err)
+		}
+	})
+
+	t.Run("UpsertItem new", func(t *testing.T) {
+		context := context.TODO()
+
+		item := map[string]interface{}{"id": "123456", "pk": "1234", "isCool": false, "arr": []int{1, 2, 3}}
+		bytes, err := json.Marshal(item)
+		assert.Nil(t, err)
+
+		r, err2 := collectionClient.UpsertItem(
+			context,
+			azcosmos.PartitionKey{},
+			bytes,
+			&azcosmos.ItemOptions{
+				EnableContentResponseOnWrite: false,
+			},
+		)
+		assert.NotNil(t, r)
+		assert.Nil(t, err2)
+	})
+
+	t.Run("UpsertItem that already exists", func(t *testing.T) {
+		context := context.TODO()
+
+		item := map[string]interface{}{"id": "12345", "pk": "123", "isCool": false, "arr": []int{1, 2, 3, 4}}
+		bytes, err := json.Marshal(item)
+		assert.Nil(t, err)
+
+		r, err2 := collectionClient.UpsertItem(
+			context,
+			azcosmos.PartitionKey{},
+			bytes,
+			&azcosmos.ItemOptions{
+				EnableContentResponseOnWrite: false,
+			},
+		)
+		assert.NotNil(t, r)
+		assert.Nil(t, err2)
+	})
+
 }

api/tests/documents_trailingslash_test.go

@@ -0,0 +1,41 @@
+package tests_test
+
+import (
+	"fmt"
+	"net/http"
+	"net/url"
+	"testing"
+	"time"
+
+	"github.com/pikami/cosmium/api/config"
+	"github.com/pikami/cosmium/internal/authentication"
+	"github.com/stretchr/testify/assert"
+)
+
+// Request document with trailing slash like python cosmosdb client does.
+func Test_Documents_Read_Trailing_Slash(t *testing.T) {
+	ts, _ := documents_InitializeDb(t)
+	defer ts.Close()
+
+	t.Run("Read doc with client that appends slash to path", func(t *testing.T) {
+		resourceIdTemplate := "dbs/%s/colls/%s/docs/%s"
+		path := fmt.Sprintf(resourceIdTemplate, testDatabaseName, testCollectionName, "12345")
+		testUrl := ts.URL + "/" + path + "/"
+		date := time.Now().Format(time.RFC1123)
+		signature := authentication.GenerateSignature("GET", "docs", path, date, config.Config.AccountKey)
+		httpClient := &http.Client{}
+		req, _ := http.NewRequest("GET", testUrl, nil)
+		req.Header.Add("x-ms-date", date)
+		req.Header.Add("authorization", "sig="+url.QueryEscape(signature))
+		res, err := httpClient.Do(req)
+
+		assert.Nil(t, err)
+
+		if res != nil {
+			defer res.Body.Close()
+			assert.Equal(t, http.StatusOK, res.StatusCode, "Expected HTTP status 200 OK")
+		} else {
+			t.FailNow()
+		}
+	})
+}

docs/CODE_OF_CONDUCT.md

@@ -0,0 +1,125 @@
+# Contributor Covenant Code of Conduct
+
+## Our Pledge
+
+We as members, contributors, and leaders pledge to make participation in our
+community a harassment-free experience for everyone, regardless of age, body
+size, visible or invisible disability, ethnicity, sex characteristics, gender
+identity and expression, level of experience, education, socio-economic status,
+nationality, personal appearance, race, caste, color, religion, or sexual
+identity and orientation.
+
+We pledge to act and interact in ways that contribute to an open, welcoming,
+diverse, inclusive, and healthy community.
+
+## Our Standards
+
+Examples of behavior that contributes to a positive environment for our
+community include:
+
+* Demonstrating empathy and kindness toward other people
+* Being respectful of differing opinions, viewpoints, and experiences
+* Giving and gracefully accepting constructive feedback
+* Accepting responsibility and apologizing to those affected by our mistakes,
+  and learning from the experience
+* Focusing on what is best not just for us as individuals, but for the overall
+  community
+
+Examples of unacceptable behavior include:
+
+* The use of sexualized language or imagery, and sexual attention or advances of
+  any kind
+* Trolling, insulting or derogatory comments, and personal or political attacks
+* Public or private harassment
+* Publishing others' private information, such as a physical or email address,
+  without their explicit permission
+* Other conduct which could reasonably be considered inappropriate in a
+  professional setting
+
+## Enforcement Responsibilities
+
+Community leaders are responsible for clarifying and enforcing our standards of
+acceptable behavior and will take appropriate and fair corrective action in
+response to any behavior that they deem inappropriate, threatening, offensive,
+or harmful.
+
+Community leaders have the right and responsibility to remove, edit, or reject
+comments, commits, code, wiki edits, issues, and other contributions that are
+not aligned to this Code of Conduct, and will communicate reasons for moderation
+decisions when appropriate.
+
+## Scope
+
+This Code of Conduct applies within all community spaces, and also applies when
+an individual is officially representing the community in public spaces.
+Examples of representing our community include using an official email address,
+posting via an official social media account, or acting as an appointed
+representative at an online or offline event.
+
+## Enforcement
+
+Instances of abusive, harassing, or otherwise unacceptable behavior may be
+reported to the community leaders responsible for enforcement at
+cosmium@pikami.org.
+All complaints will be reviewed and investigated promptly and fairly.
+
+All community leaders are obligated to respect the privacy and security of the
+reporter of any incident.
+
+## Enforcement Guidelines
+
+Community leaders will follow these Community Impact Guidelines in determining
+the consequences for any action they deem in violation of this Code of Conduct:
+
+### 1. Correction
+
+**Community Impact**: Use of inappropriate language or other behavior deemed
+unprofessional or unwelcome in the community.
+
+**Consequence**: A private, written warning from community leaders, providing
+clarity around the nature of the violation and an explanation of why the
+behavior was inappropriate. A public apology may be requested.
+
+### 2. Warning
+
+**Community Impact**: A violation through a single incident or series of
+actions.
+
+**Consequence**: A warning with consequences for continued behavior. No
+interaction with the people involved, including unsolicited interaction with
+those enforcing the Code of Conduct, for a specified period of time. This
+includes avoiding interactions in community spaces as well as external channels
+like social media. Violating these terms may lead to a temporary or permanent
+ban.
+
+### 3. Temporary Ban
+
+**Community Impact**: A serious violation of community standards, including
+sustained inappropriate behavior.
+
+**Consequence**: A temporary ban from any sort of interaction or public
+communication with the community for a specified period of time. No public or
+private interaction with the people involved, including unsolicited interaction
+with those enforcing the Code of Conduct, is allowed during this period.
+Violating these terms may lead to a permanent ban.
+
+### 4. Permanent Ban
+
+**Community Impact**: Demonstrating a pattern of violation of community
+standards, including sustained inappropriate behavior, harassment of an
+individual, or aggression toward or disparagement of classes of individuals.
+
+**Consequence**: A permanent ban from any sort of public interaction within the
+community.
+
+## Attribution
+
+This Code of Conduct is adapted from the [Contributor Covenant][homepage],
+version 2.1, available at
+[https://www.contributor-covenant.org/version/2/1/code_of_conduct.html][v2.1].
+
+Community Impact Guidelines were inspired by
+[Mozilla's code of conduct enforcement ladder][Mozilla CoC].
+
+For answers to common questions about this code of conduct, see the FAQ at
+[https://www.contributor-covenant.org/faq][FAQ].

docs/COMPATIBILITY.md

@@ -0,0 +1,217 @@
+# Cosmium Compatibility with Cosmos DB
+
+## Introduction
+
+Cosmium is designed to emulate the functionality of Cosmos DB, providing developers with a local development environment that closely mimics the behavior of Cosmos DB. While Cosmium aims to be compatible with Cosmos DB, there are certain differences and limitations to be aware of. This document provides an overview of Cosmium's compatibility with Cosmos DB and highlights areas where deviations may occur.
+
+## Supported Features
+
+Cosmium strives to support the core features of Cosmos DB, including:
+
+- REST API
+- SQL-like query language
+- Document-based data model
+
+## Compatibility Matrix
+
+### Features
+
+| Feature                       | Implemented |
+| ----------------------------- | ----------- |
+| Subqueries                    | Yes         |
+| Joins                         | Yes         |
+| Computed properties           | No          |
+| Coalesce operators            | No          |
+| Bitwise operators             | No          |
+| GeoJSON location data         | No          |
+| Parameterized queries         | Yes         |
+| Stored procedures             | No          |
+| Triggers                      | No          |
+| User-defined functions (UDFs) | No          |
+
+### Clauses
+
+| Clause       | Implemented |
+| ------------ | ----------- |
+| SELECT       | Yes         |
+| FROM         | Yes         |
+| WHERE        | Yes         |
+| ORDER BY     | Yes         |
+| GROUP BY     | Yes         |
+| OFFSET LIMIT | Yes         |
+
+### Keywords
+
+| Keyword  | Implemented |
+| -------- | ----------- |
+| BETWEEN  | No          |
+| DISTINCT | Yes         |
+| LIKE     | No          |
+| IN       | Yes         |
+| TOP      | Yes         |
+
+### Aggregate Functions
+
+| Function | Implemented |
+| -------- | ----------- |
+| AVG      | Yes         |
+| COUNT    | Yes         |
+| MAX      | Yes         |
+| MIN      | Yes         |
+| SUM      | Yes         |
+
+### Array Functions
+
+| Function           | Implemented |
+| ------------------ | ----------- |
+| ARRAY_CONCAT       | Yes         |
+| ARRAY_CONTAINS     | No          |
+| ARRAY_CONTAINS_ANY | No          |
+| ARRAY_CONTAINS_ALL | No          |
+| ARRAY_LENGTH       | Yes         |
+| ARRAY_SLICE        | Yes         |
+| CHOOSE             | No          |
+| ObjectToArray      | No          |
+| SetIntersect       | Yes         |
+| SetUnion           | Yes         |
+
+### Conditional Functions
+
+| Function | Implemented |
+| -------- | ----------- |
+| IIF      | No          |
+
+### Date and time Functions
+
+| Function                  | Implemented |
+| ------------------------- | ----------- |
+| DateTimeAdd               | No          |
+| DateTimeBin               | No          |
+| DateTimeDiff              | No          |
+| DateTimeFromParts         | No          |
+| DateTimePart              | No          |
+| DateTimeToTicks           | No          |
+| DateTimeToTimestamp       | No          |
+| GetCurrentDateTime        | No          |
+| GetCurrentDateTimeStatic  | No          |
+| GetCurrentTicks           | No          |
+| GetCurrentTicksStatic     | No          |
+| GetCurrentTimestamp       | No          |
+| GetCurrentTimestampStatic | No          |
+| TicksToDateTime           | No          |
+| TimestampToDateTime       | No          |
+
+### Item Functions
+
+| Function   | Implemented |
+| ---------- | ----------- |
+| DocumentId | No          |
+
+### Mathematical Functions
+
+| Function         | Implemented |
+| ---------------- | ----------- |
+| ABS              | Yes         |
+| ACOS             | Yes         |
+| ASIN             | Yes         |
+| ATAN             | Yes         |
+| ATN2             | Yes         |
+| CEILING          | Yes         |
+| COS              | Yes         |
+| COT              | Yes         |
+| DEGREES          | Yes         |
+| EXP              | Yes         |
+| FLOOR            | Yes         |
+| IntAdd           | Yes         |
+| IntBitAnd        | Yes         |
+| IntBitLeftShift  | Yes         |
+| IntBitNot        | Yes         |
+| IntBitOr         | Yes         |
+| IntBitRightShift | Yes         |
+| IntBitXor        | Yes         |
+| IntDiv           | Yes         |
+| IntMod           | Yes         |
+| IntMul           | Yes         |
+| IntSub           | Yes         |
+| LOG              | Yes         |
+| LOG10            | Yes         |
+| NumberBin        | Yes         |
+| PI               | Yes         |
+| POWER            | Yes         |
+| RADIANS          | Yes         |
+| RAND             | Yes         |
+| ROUND            | Yes         |
+| SIGN             | Yes         |
+| SIN              | Yes         |
+| SQRT             | Yes         |
+| SQUARE           | Yes         |
+| TAN              | Yes         |
+| TRUNC            | Yes         |
+
+### Spatial Functions
+
+| Function           | Implemented |
+| ------------------ | ----------- |
+| ST_AREA            | No          |
+| ST_DISTANCE        | No          |
+| ST_WITHIN          | No          |
+| ST_INTERSECTS      | No          |
+| ST_ISVALID         | No          |
+| ST_ISVALIDDETAILED | No          |
+
+### String Functions
+
+| Function        | Implemented |
+| --------------- | ----------- |
+| CONCAT          | Yes         |
+| CONTAINS        | Yes         |
+| ENDSWITH        | Yes         |
+| INDEX_OF        | Yes         |
+| LEFT            | Yes         |
+| LENGTH          | Yes         |
+| LOWER           | Yes         |
+| LTRIM           | Yes         |
+| REGEXMATCH      | No          |
+| REPLACE         | Yes         |
+| REPLICATE       | Yes         |
+| REVERSE         | Yes         |
+| RIGHT           | Yes         |
+| RTRIM           | Yes         |
+| STARTSWITH      | Yes         |
+| STRINGEQUALS    | Yes         |
+| StringToArray   | No          |
+| StringToBoolean | No          |
+| StringToNull    | No          |
+| StringToNumber  | No          |
+| StringToObject  | No          |
+| SUBSTRING       | Yes         |
+| ToString        | Yes         |
+| TRIM            | Yes         |
+| UPPER           | Yes         |
+
+### Type checking Functions
+
+| Function         | Implemented |
+| ---------------- | ----------- |
+| IS_ARRAY         | Yes         |
+| IS_BOOL          | Yes         |
+| IS_DEFINED       | Yes         |
+| IS_FINITE_NUMBER | Yes         |
+| IS_INTEGER       | Yes         |
+| IS_NULL          | Yes         |
+| IS_NUMBER        | Yes         |
+| IS_OBJECT        | Yes         |
+| IS_PRIMITIVE     | Yes         |
+| IS_STRING        | Yes         |
+
+## Known Differences
+
+While Cosmium aims to replicate the behavior of Cosmos DB as closely as possible, there are certain differences and limitations to be aware of:
+
+1. **Performance**: Cosmium may exhibit different performance characteristics compared to Cosmos DB, especially under heavy load or large datasets.
+2. **Consistency Levels**: The consistency model in Cosmium may differ slightly from Cosmos DB.
+3. **Features**: Some advanced features or functionalities of Cosmos DB may not be fully supported or available in Cosmium.
+
+## Future Development
+
+Cosmium is actively developed and maintained, with ongoing efforts to improve compatibility with Cosmos DB and enhance its features and capabilities. Future updates may address known differences and limitations, as well as introduce new functionality to bring Cosmium closer to feature parity with Cosmos DB.

docs/CONTRIBUTING.md

@@ -0,0 +1,37 @@
+# Contributing to Cosmium
+
+Thank you for considering contributing to Cosmium! We appreciate your interest in helping to improve our project.
+
+Please note that by participating in this project, you agree to abide by our [Code of Conduct](/docs/CODE_OF_CONDUCT.md). We expect all contributors to uphold the principles of respect, inclusivity, and professionalism.
+
+If you have any questions or need assistance with the contribution process, feel free to reach out to us by opening an issue or contacting the maintainers directly.
+
+We look forward to your contributions! 🚀
+
+## Finding ways to contribute
+
+A great way to contribute is to scan the [Compatibility Matrix](/docs/compatibility.md) for unsupported features and improving compatibility with CosmosDB.
+
+A part from that, the [Issues page](https://github.com/pikami/cosmium/issues) might contain issues registered by other users. Fixing reported issues is a great way to contribute.
+
+## How to Contribute
+
+1. **Create an Issue**: Before starting work on a new feature or bug fix, please create an issue or look for existing ones on the [Issues page](https://github.com/pikami/cosmium/issues) to discuss your proposed changes. This allows us to provide feedback and ensure that your contribution aligns with the project goals.
+
+2. **Fork the Repository**: Once you have identified an issue to work on, fork the repository to your own GitHub account.
+
+3. **Create a Branch**: Create a new branch for your changes using a descriptive name that reflects the issue you are addressing.
+
+4. **Commit Changes**: Commit your changes with clear and descriptive commit messages. Reference the issue number in the commit message. **Please write unit tests for your implemented feature!**
+
+5. **Create a Pull Request**: Once your changes are ready, create a pull request from your forked repository to the main repository. Be sure to include a detailed description of your changes and reference the relevant issue.
+
+6. **Review and Collaborate**: Participate in the code review process by addressing any feedback or comments from maintainers. Collaboration and constructive feedback help ensure the quality of contributions.
+
+## Example Commits
+
+To get an idea of how to implement new query functions, you can review the following example commits:
+
+* [Implement IN function](https://github.com/pikami/cosmium/commit/f37c664c1aef39ee820106eaec1a3708ee7a93c8)
+* [Implement ToString function](https://github.com/pikami/cosmium/commit/16f41a547956f54481605f0ce035eee978a5e74b)
+* [Implement ARRAY_CONCAT, ARRAY_LENGTH, ARRAY_SLICE, SetIntersect, SetUnion functions](https://github.com/pikami/cosmium/commit/1c5e5ce85d70ed91e4b9be9e8f76d59e6eafc1b5)

go.mod

@@ -5,39 +5,43 @@ go 1.21.6
 require (
 	github.com/Azure/azure-sdk-for-go/sdk/azcore v1.9.2
 	github.com/Azure/azure-sdk-for-go/sdk/data/azcosmos v0.3.6
-	github.com/gin-gonic/gin v1.9.1
-	github.com/google/uuid v1.1.1
-	github.com/stretchr/testify v1.8.4
-	golang.org/x/exp v0.0.0-20240222234643-814bf88cf225
+	github.com/evanphx/json-patch/v5 v5.9.0
+	github.com/gin-gonic/gin v1.10.0
+	github.com/google/uuid v1.6.0
+	github.com/stretchr/testify v1.9.0
+	golang.org/x/exp v0.0.0-20240531132922-fd00a4e0eefc
 )
 
 require (
 	github.com/Azure/azure-sdk-for-go v68.0.0+incompatible // indirect
 	github.com/Azure/azure-sdk-for-go/sdk/internal v1.5.2 // indirect
-	github.com/bytedance/sonic v1.9.1 // indirect
-	github.com/chenzhuoyu/base64x v0.0.0-20221115062448-fe3a3abad311 // indirect
+	github.com/bytedance/sonic v1.11.8 // indirect
+	github.com/bytedance/sonic/loader v0.1.1 // indirect
+	github.com/cloudwego/base64x v0.1.4 // indirect
+	github.com/cloudwego/iasm v0.2.0 // indirect
 	github.com/davecgh/go-spew v1.1.1 // indirect
-	github.com/gabriel-vasile/mimetype v1.4.2 // indirect
+	github.com/gabriel-vasile/mimetype v1.4.4 // indirect
 	github.com/gin-contrib/sse v0.1.0 // indirect
 	github.com/go-playground/locales v0.14.1 // indirect
 	github.com/go-playground/universal-translator v0.18.1 // indirect
-	github.com/go-playground/validator/v10 v10.14.0 // indirect
-	github.com/goccy/go-json v0.10.2 // indirect
+	github.com/go-playground/validator/v10 v10.21.0 // indirect
+	github.com/goccy/go-json v0.10.3 // indirect
 	github.com/json-iterator/go v1.1.12 // indirect
-	github.com/klauspost/cpuid/v2 v2.2.4 // indirect
-	github.com/leodido/go-urn v1.2.4 // indirect
-	github.com/mattn/go-isatty v0.0.19 // indirect
+	github.com/klauspost/cpuid/v2 v2.2.7 // indirect
+	github.com/leodido/go-urn v1.4.0 // indirect
+	github.com/mattn/go-isatty v0.0.20 // indirect
 	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
 	github.com/modern-go/reflect2 v1.0.2 // indirect
-	github.com/pelletier/go-toml/v2 v2.0.8 // indirect
+	github.com/pelletier/go-toml/v2 v2.2.2 // indirect
+	github.com/pkg/errors v0.9.1 // indirect
 	github.com/pmezard/go-difflib v1.0.0 // indirect
 	github.com/twitchyliquid64/golang-asm v0.15.1 // indirect
-	github.com/ugorji/go/codec v1.2.11 // indirect
-	golang.org/x/arch v0.3.0 // indirect
-	golang.org/x/crypto v0.18.0 // indirect
-	golang.org/x/net v0.20.0 // indirect
-	golang.org/x/sys v0.16.0 // indirect
-	golang.org/x/text v0.14.0 // indirect
-	google.golang.org/protobuf v1.30.0 // indirect
+	github.com/ugorji/go/codec v1.2.12 // indirect
+	golang.org/x/arch v0.8.0 // indirect
+	golang.org/x/crypto v0.23.0 // indirect
+	golang.org/x/net v0.25.0 // indirect
+	golang.org/x/sys v0.20.0 // indirect
+	golang.org/x/text v0.15.0 // indirect
+	google.golang.org/protobuf v1.34.1 // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect
 )

go.sum

@@ -10,100 +10,104 @@ github.com/Azure/azure-sdk-for-go/sdk/internal v1.5.2 h1:LqbJ/WzJUwBf8UiaSzgX7aM
 github.com/Azure/azure-sdk-for-go/sdk/internal v1.5.2/go.mod h1:yInRyqWXAuaPrgI7p70+lDDgh3mlBohis29jGMISnmc=
 github.com/AzureAD/microsoft-authentication-library-for-go v0.4.0 h1:WVsrXCnHlDDX8ls+tootqRE87/hL9S/g4ewig9RsD/c=
 github.com/AzureAD/microsoft-authentication-library-for-go v0.4.0/go.mod h1:Vt9sXTKwMyGcOxSmLDMnGPgqsUg7m8pe215qMLrDXw4=
-github.com/bytedance/sonic v1.5.0/go.mod h1:ED5hyg4y6t3/9Ku1R6dU/4KyJ48DZ4jPhfY1O2AihPM=
-github.com/bytedance/sonic v1.9.1 h1:6iJ6NqdoxCDr6mbY8h18oSO+cShGSMRGCEo7F2h0x8s=
-github.com/bytedance/sonic v1.9.1/go.mod h1:i736AoUSYt75HyZLoJW9ERYxcy6eaN6h4BZXU064P/U=
-github.com/chenzhuoyu/base64x v0.0.0-20211019084208-fb5309c8db06/go.mod h1:DH46F32mSOjUmXrMHnKwZdA8wcEefY7UVqBKYGjpdQY=
-github.com/chenzhuoyu/base64x v0.0.0-20221115062448-fe3a3abad311 h1:qSGYFH7+jGhDF8vLC+iwCD4WpbV1EBDSzWkJODFLams=
-github.com/chenzhuoyu/base64x v0.0.0-20221115062448-fe3a3abad311/go.mod h1:b583jCggY9gE99b6G5LEC39OIiVsWj+R97kbl5odCEk=
+github.com/bytedance/sonic v1.11.8 h1:Zw/j1KfiS+OYTi9lyB3bb0CFxPJVkM17k1wyDG32LRA=
+github.com/bytedance/sonic v1.11.8/go.mod h1:LysEHSvpvDySVdC2f87zGWf6CIKJcAvqab1ZaiQtds4=
+github.com/bytedance/sonic/loader v0.1.1 h1:c+e5Pt1k/cy5wMveRDyk2X4B9hF4g7an8N3zCYjJFNM=
+github.com/bytedance/sonic/loader v0.1.1/go.mod h1:ncP89zfokxS5LZrJxl5z0UJcsk4M4yY2JpfqGeCtNLU=
+github.com/cloudwego/base64x v0.1.4 h1:jwCgWpFanWmN8xoIUHa2rtzmkd5J2plF/dnLS6Xd/0Y=
+github.com/cloudwego/base64x v0.1.4/go.mod h1:0zlkT4Wn5C6NdauXdJRhSKRlJvmclQ1hhJgA0rcu/8w=
+github.com/cloudwego/iasm v0.2.0 h1:1KNIy1I1H9hNNFEEH3DVnI4UujN+1zjpuk6gwHLTssg=
+github.com/cloudwego/iasm v0.2.0/go.mod h1:8rXZaNYT2n95jn+zTI1sDr+IgcD2GVs0nlbbQPiEFhY=
 github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
 github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
-github.com/gabriel-vasile/mimetype v1.4.2 h1:w5qFW6JKBz9Y393Y4q372O9A7cUSequkh1Q7OhCmWKU=
-github.com/gabriel-vasile/mimetype v1.4.2/go.mod h1:zApsH/mKG4w07erKIaJPFiX0Tsq9BFQgN3qGY5GnNgA=
+github.com/evanphx/json-patch/v5 v5.9.0 h1:kcBlZQbplgElYIlo/n1hJbls2z/1awpXxpRi0/FOJfg=
+github.com/evanphx/json-patch/v5 v5.9.0/go.mod h1:VNkHZ/282BpEyt/tObQO8s5CMPmYYq14uClGH4abBuQ=
+github.com/gabriel-vasile/mimetype v1.4.4 h1:QjV6pZ7/XZ7ryI2KuyeEDE8wnh7fHP9YnQy+R0LnH8I=
+github.com/gabriel-vasile/mimetype v1.4.4/go.mod h1:JwLei5XPtWdGiMFB5Pjle1oEeoSeEuJfJE+TtfvdB/s=
 github.com/gin-contrib/sse v0.1.0 h1:Y/yl/+YNO8GZSjAhjMsSuLt29uWRFHdHYUb5lYOV9qE=
 github.com/gin-contrib/sse v0.1.0/go.mod h1:RHrZQHXnP2xjPF+u1gW/2HnVO7nvIa9PG3Gm+fLHvGI=
-github.com/gin-gonic/gin v1.9.1 h1:4idEAncQnU5cB7BeOkPtxjfCSye0AAm1R0RVIqJ+Jmg=
-github.com/gin-gonic/gin v1.9.1/go.mod h1:hPrL7YrpYKXt5YId3A/Tnip5kqbEAP+KLuI3SUcPTeU=
+github.com/gin-gonic/gin v1.10.0 h1:nTuyha1TYqgedzytsKYqna+DfLos46nTv2ygFy86HFU=
+github.com/gin-gonic/gin v1.10.0/go.mod h1:4PMNQiOhvDRa013RKVbsiNwoyezlm2rm0uX/T7kzp5Y=
 github.com/go-playground/assert/v2 v2.2.0 h1:JvknZsQTYeFEAhQwI4qEt9cyV5ONwRHC+lYKSsYSR8s=
 github.com/go-playground/assert/v2 v2.2.0/go.mod h1:VDjEfimB/XKnb+ZQfWdccd7VUvScMdVu0Titje2rxJ4=
 github.com/go-playground/locales v0.14.1 h1:EWaQ/wswjilfKLTECiXz7Rh+3BjFhfDFKv/oXslEjJA=
 github.com/go-playground/locales v0.14.1/go.mod h1:hxrqLVvrK65+Rwrd5Fc6F2O76J/NuW9t0sjnWqG1slY=
 github.com/go-playground/universal-translator v0.18.1 h1:Bcnm0ZwsGyWbCzImXv+pAJnYK9S473LQFuzCbDbfSFY=
 github.com/go-playground/universal-translator v0.18.1/go.mod h1:xekY+UJKNuX9WP91TpwSH2VMlDf28Uj24BCp08ZFTUY=
-github.com/go-playground/validator/v10 v10.14.0 h1:vgvQWe3XCz3gIeFDm/HnTIbj6UGmg/+t63MyGU2n5js=
-github.com/go-playground/validator/v10 v10.14.0/go.mod h1:9iXMNT7sEkjXb0I+enO7QXmzG6QCsPWY4zveKFVRSyU=
-github.com/goccy/go-json v0.10.2 h1:CrxCmQqYDkv1z7lO7Wbh2HN93uovUHgrECaO5ZrCXAU=
-github.com/goccy/go-json v0.10.2/go.mod h1:6MelG93GURQebXPDq3khkgXZkazVtN9CRI+MGFi0w8I=
+github.com/go-playground/validator/v10 v10.21.0 h1:4fZA11ovvtkdgaeev9RGWPgc1uj3H8W+rNYyH/ySBb0=
+github.com/go-playground/validator/v10 v10.21.0/go.mod h1:dbuPbCMFw/DrkbEynArYaCwl3amGuJotoKCe95atGMM=
+github.com/goccy/go-json v0.10.3 h1:KZ5WoDbxAIgm2HNbYckL0se1fHD6rz5j4ywS6ebzDqA=
+github.com/goccy/go-json v0.10.3/go.mod h1:oq7eo15ShAhp70Anwd5lgX2pLfOS3QCiwU/PULtXL6M=
 github.com/golang-jwt/jwt v3.2.1+incompatible h1:73Z+4BJcrTC+KczS6WvTPvRGOp1WmfEP4Q1lOd9Z/+c=
 github.com/golang-jwt/jwt v3.2.1+incompatible/go.mod h1:8pz2t5EyA70fFQQSrl6XZXzqecmYZeUEB8OUGHkxJ+I=
-github.com/golang/protobuf v1.5.0/go.mod h1:FsONVRAS9T7sI+LIUmWTfcYkHO4aIWwzhcaSAoJOfIk=
-github.com/google/go-cmp v0.5.5/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
-github.com/google/go-cmp v0.5.8 h1:e6P7q2lk1O+qJJb4BtCQXlK8vWEO8V1ZeuEdJNOqZyg=
-github.com/google/go-cmp v0.5.8/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY=
+github.com/google/go-cmp v0.6.0 h1:ofyhxvXcZhMsU5ulbFiLKl/XBFqE1GSq7atu8tAmTRI=
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 github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
-github.com/google/uuid v1.1.1 h1:Gkbcsh/GbpXz7lPftLA3P6TYMwjCLYm83jiFQZF/3gY=
-github.com/google/uuid v1.1.1/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
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-github.com/klauspost/cpuid/v2 v2.2.4 h1:acbojRNwl3o09bUq+yDCtZFc1aiwaAAxtcn8YkZXnvk=
-github.com/klauspost/cpuid/v2 v2.2.4/go.mod h1:RVVoqg1df56z8g3pUjL/3lE5UfnlrJX8tyFgg4nqhuY=
+github.com/klauspost/cpuid/v2 v2.2.7 h1:ZWSB3igEs+d0qvnxR/ZBzXVmxkgt8DdzP6m9pfuVLDM=
+github.com/klauspost/cpuid/v2 v2.2.7/go.mod h1:Lcz8mBdAVJIBVzewtcLocK12l3Y+JytZYpaMropDUws=
+github.com/knz/go-libedit v1.10.1/go.mod h1:MZTVkCWyz0oBc7JOWP3wNAzd002ZbM/5hgShxwh4x8M=
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 github.com/kylelemons/godebug v1.1.0/go.mod h1:9/0rRGxNHcop5bhtWyNeEfOS8JIWk580+fNqagV/RAw=
-github.com/leodido/go-urn v1.2.4 h1:XlAE/cm/ms7TE/VMVoduSpNBoyc2dOxHs5MZSwAN63Q=
-github.com/leodido/go-urn v1.2.4/go.mod h1:7ZrI8mTSeBSHl/UaRyKQW1qZeMgak41ANeCNaVckg+4=
-github.com/mattn/go-isatty v0.0.19 h1:JITubQf0MOLdlGRuRq+jtsDlekdYPia9ZFsB8h/APPA=
-github.com/mattn/go-isatty v0.0.19/go.mod h1:W+V8PltTTMOvKvAeJH7IuucS94S2C6jfK/D7dTCTo3Y=
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-github.com/pelletier/go-toml/v2 v2.0.8 h1:0ctb6s9mE31h0/lhu+J6OPmVeDxJn+kYnJc2jZR9tGQ=
-github.com/pelletier/go-toml/v2 v2.0.8/go.mod h1:vuYfssBdrU2XDZ9bYydBu6t+6a6PYNcZljzZR9VXg+4=
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 github.com/pkg/browser v0.0.0-20210115035449-ce105d075bb4 h1:Qj1ukM4GlMWXNdMBuXcXfz/Kw9s1qm0CLY32QxuSImI=
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 github.com/stretchr/objx v0.5.0/go.mod h1:Yh+to48EsGEfYuaHDzXPcE3xhTkx73EhmCGUpEOglKo=
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 github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
 github.com/stretchr/testify v1.7.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
 github.com/stretchr/testify v1.8.0/go.mod h1:yNjHg4UonilssWZ8iaSj1OCr/vHnekPRkoO+kdMU+MU=
 github.com/stretchr/testify v1.8.1/go.mod h1:w2LPCIKwWwSfY2zedu0+kehJoqGctiVI29o6fzry7u4=
-github.com/stretchr/testify v1.8.2/go.mod h1:w2LPCIKwWwSfY2zedu0+kehJoqGctiVI29o6fzry7u4=
-github.com/stretchr/testify v1.8.3/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo=
-github.com/stretchr/testify v1.8.4 h1:CcVxjf3Q8PM0mHUKJCdn+eZZtm5yQwehR5yeSVQQcUk=
 github.com/stretchr/testify v1.8.4/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo=
+github.com/stretchr/testify v1.9.0 h1:HtqpIVDClZ4nwg75+f6Lvsy/wHu+3BoSGCbBAcpTsTg=
+github.com/stretchr/testify v1.9.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
 github.com/twitchyliquid64/golang-asm v0.15.1 h1:SU5vSMR7hnwNxj24w34ZyCi/FmDZTkS4MhqMhdFk5YI=
 github.com/twitchyliquid64/golang-asm v0.15.1/go.mod h1:a1lVb/DtPvCB8fslRZhAngC2+aY1QWCk3Cedj/Gdt08=
-github.com/ugorji/go/codec v1.2.11 h1:BMaWp1Bb6fHwEtbplGBGJ498wD+LKlNSl25MjdZY4dU=
-github.com/ugorji/go/codec v1.2.11/go.mod h1:UNopzCgEMSXjBc6AOMqYvWC1ktqTAfzJZUZgYf6w6lg=
+github.com/ugorji/go/codec v1.2.12 h1:9LC83zGrHhuUA9l16C9AHXAqEV/2wBQ4nkvumAE65EE=
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 golang.org/x/arch v0.0.0-20210923205945-b76863e36670/go.mod h1:5om86z9Hs0C8fWVUuoMHwpExlXzs5Tkyp9hOrfG7pp8=
-golang.org/x/arch v0.3.0 h1:02VY4/ZcO/gBOH6PUaoiptASxtXU10jazRCP865E97k=
-golang.org/x/arch v0.3.0/go.mod h1:5om86z9Hs0C8fWVUuoMHwpExlXzs5Tkyp9hOrfG7pp8=
-golang.org/x/crypto v0.18.0 h1:PGVlW0xEltQnzFZ55hkuX5+KLyrMYhHld1YHO4AKcdc=
-golang.org/x/crypto v0.18.0/go.mod h1:R0j02AL6hcrfOiy9T4ZYp/rcWeMxM3L6QYxlOuEG1mg=
-golang.org/x/exp v0.0.0-20240222234643-814bf88cf225 h1:LfspQV/FYTatPTr/3HzIcmiUFH7PGP+OQ6mgDYo3yuQ=
-golang.org/x/exp v0.0.0-20240222234643-814bf88cf225/go.mod h1:CxmFvTBINI24O/j8iY7H1xHzx2i4OsyguNBmN/uPtqc=
-golang.org/x/net v0.20.0 h1:aCL9BSgETF1k+blQaYUBx9hJ9LOGP3gAVemcZlf1Kpo=
-golang.org/x/net v0.20.0/go.mod h1:z8BVo6PvndSri0LbOE3hAn0apkU+1YvI6E70E9jsnvY=
-golang.org/x/sys v0.0.0-20220704084225-05e143d24a9e/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/arch v0.8.0 h1:3wRIsP3pM4yUptoR96otTUOXI367OS0+c9eeRi9doIc=
+golang.org/x/arch v0.8.0/go.mod h1:FEVrYAQjsQXMVJ1nsMoVVXPZg6p2JE2mx8psSWTDQys=
+golang.org/x/crypto v0.23.0 h1:dIJU/v2J8Mdglj/8rJ6UUOM3Zc9zLZxVZwwxMooUSAI=
+golang.org/x/crypto v0.23.0/go.mod h1:CKFgDieR+mRhux2Lsu27y0fO304Db0wZe70UKqHu0v8=
+golang.org/x/exp v0.0.0-20240531132922-fd00a4e0eefc h1:O9NuF4s+E/PvMIy+9IUZB9znFwUIXEWSstNjek6VpVg=
+golang.org/x/exp v0.0.0-20240531132922-fd00a4e0eefc/go.mod h1:XtvwrStGgqGPLc4cjQfWqZHG1YFdYs6swckp8vpsjnc=
+golang.org/x/net v0.25.0 h1:d/OCCoBEUq33pjydKrGQhw7IlUPI2Oylr+8qLx49kac=
+golang.org/x/net v0.25.0/go.mod h1:JkAGAh7GEvH74S6FOH42FLoXpXbE/aqXSrIQjXgsiwM=
+golang.org/x/sys v0.5.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
-golang.org/x/sys v0.16.0 h1:xWw16ngr6ZMtmxDyKyIgsE93KNKz5HKmMa3b8ALHidU=
-golang.org/x/sys v0.16.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
-golang.org/x/text v0.14.0 h1:ScX5w1eTa3QqT8oi6+ziP7dTV1S2+ALU0bI+0zXKWiQ=
-golang.org/x/text v0.14.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
-golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
-google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw=
-google.golang.org/protobuf v1.30.0 h1:kPPoIgf3TsEvrm0PFe15JQ+570QVxYzEvvHqChK+cng=
-google.golang.org/protobuf v1.30.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
+golang.org/x/sys v0.20.0 h1:Od9JTbYCk261bKm4M/mw7AklTlFYIa0bIp9BgSm1S8Y=
+golang.org/x/sys v0.20.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
+golang.org/x/text v0.15.0 h1:h1V/4gjBv8v9cjcR6+AR5+/cIYK5N/WAgiv4xlsEtAk=
+golang.org/x/text v0.15.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
+google.golang.org/protobuf v1.34.1 h1:9ddQBjfCyZPOHPUiPxpYESBLc+T8P3E+Vo4IbKZgFWg=
+google.golang.org/protobuf v1.34.1/go.mod h1:c6P6GXX6sHbq/GpV6MGZEdwhWPcYBgnhAHhKbcUYpos=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405 h1:yhCVgyC4o1eVCa2tZl7eS0r+SDo693bJlVdllGtEeKM=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
 gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
+nullprogram.com/x/optparse v1.0.0/go.mod h1:KdyPE+Igbe0jQUrVfMqDMeJQIJZEuyV7pjYmp6pbG50=
 rsc.io/pdf v0.1.1/go.mod h1:n8OzWcQ6Sp37PL01nO98y4iUCRdTGarVfzxY20ICaU4=

internal/authentication/authentication.go

@@ -10,6 +10,11 @@ import (
 
 // https://learn.microsoft.com/en-us/rest/api/cosmos-db/access-control-on-cosmosdb-resources
 func GenerateSignature(verb string, resourceType string, resourceId string, date string, masterKey string) string {
+	isNameBased := resourceId != "" && ((len(resourceId) > 4 && resourceId[3] == '/') || strings.HasPrefix(strings.ToLower(resourceId), "interopusers"))
+	if !isNameBased {
+		resourceId = strings.ToLower(resourceId)
+	}
+
 	payload := fmt.Sprintf(
 		"%s\n%s\n%s\n%s\n%s\n",
 		strings.ToLower(verb),

internal/authentication/authentication_test.go

@@ -27,4 +27,14 @@ func Test_GenerateSignature(t *testing.T) {
 		signature := authentication.GenerateSignature("DELETE", "dbs", "dbs/Test Database", testDate, config.DefaultAccountKey)
 		assert.Equal(t, "LcuXXg0TcXxZG0kUCj9tZIWRy2yCzim3oiqGiHpRqGs=", signature)
 	})
+
+	t.Run("Should generate PKRANGES signature", func(t *testing.T) {
+		signature := authentication.GenerateSignature("GET", "pkranges", "m4d+xG08uVM=", testDate, config.DefaultAccountKey)
+		assert.Equal(t, "6S5ceZsl2EXWB3Jo5bJcK7zv8NxXnsxWPWD9TH3nNMo=", signature)
+	})
+
+	t.Run("Should generate PATCH signature", func(t *testing.T) {
+		signature := authentication.GenerateSignature("PATCH", "docs", "dbs/test-db/colls/test-coll/docs/67890", testDate, config.DefaultAccountKey)
+		assert.Equal(t, "VR1ddfxKBXnoaT+b3WkhyYVc9JmGNpTnaRmyDM44398=", signature)
+	})
 }

internal/repositories/collections.go

@@ -12,6 +12,9 @@ import (
 )
 
 func GetAllCollections(databaseId string) ([]repositorymodels.Collection, repositorymodels.RepositoryStatus) {
+	storeState.RLock()
+	defer storeState.RUnlock()
+
 	if _, ok := storeState.Databases[databaseId]; !ok {
 		return make([]repositorymodels.Collection, 0), repositorymodels.StatusNotFound
 	}
@@ -20,6 +23,9 @@ func GetAllCollections(databaseId string) ([]repositorymodels.Collection, reposi
 }
 
 func GetCollection(databaseId string, collectionId string) (repositorymodels.Collection, repositorymodels.RepositoryStatus) {
+	storeState.RLock()
+	defer storeState.RUnlock()
+
 	if _, ok := storeState.Databases[databaseId]; !ok {
 		return repositorymodels.Collection{}, repositorymodels.StatusNotFound
 	}
@@ -32,6 +38,9 @@ func GetCollection(databaseId string, collectionId string) (repositorymodels.Col
 }
 
 func DeleteCollection(databaseId string, collectionId string) repositorymodels.RepositoryStatus {
+	storeState.Lock()
+	defer storeState.Unlock()
+
 	if _, ok := storeState.Databases[databaseId]; !ok {
 		return repositorymodels.StatusNotFound
 	}
@@ -46,6 +55,9 @@ func DeleteCollection(databaseId string, collectionId string) repositorymodels.R
 }
 
 func CreateCollection(databaseId string, newCollection repositorymodels.Collection) (repositorymodels.Collection, repositorymodels.RepositoryStatus) {
+	storeState.Lock()
+	defer storeState.Unlock()
+
 	var ok bool
 	var database repositorymodels.Database
 	if database, ok = storeState.Databases[databaseId]; !ok {

internal/repositories/databases.go

@@ -11,10 +11,16 @@ import (
 )
 
 func GetAllDatabases() ([]repositorymodels.Database, repositorymodels.RepositoryStatus) {
+	storeState.RLock()
+	defer storeState.RUnlock()
+
 	return maps.Values(storeState.Databases), repositorymodels.StatusOk
 }
 
 func GetDatabase(id string) (repositorymodels.Database, repositorymodels.RepositoryStatus) {
+	storeState.RLock()
+	defer storeState.RUnlock()
+
 	if database, ok := storeState.Databases[id]; ok {
 		return database, repositorymodels.StatusOk
 	}
@@ -23,6 +29,9 @@ func GetDatabase(id string) (repositorymodels.Database, repositorymodels.Reposit
 }
 
 func DeleteDatabase(id string) repositorymodels.RepositoryStatus {
+	storeState.Lock()
+	defer storeState.Unlock()
+
 	if _, ok := storeState.Databases[id]; !ok {
 		return repositorymodels.StatusNotFound
 	}
@@ -33,6 +42,9 @@ func DeleteDatabase(id string) repositorymodels.RepositoryStatus {
 }
 
 func CreateDatabase(newDatabase repositorymodels.Database) (repositorymodels.Database, repositorymodels.RepositoryStatus) {
+	storeState.Lock()
+	defer storeState.Unlock()
+
 	if _, ok := storeState.Databases[newDatabase.ID]; ok {
 		return repositorymodels.Database{}, repositorymodels.Conflict
 	}

internal/repositories/documents.go

@@ -15,6 +15,9 @@ import (
 )
 
 func GetAllDocuments(databaseId string, collectionId string) ([]repositorymodels.Document, repositorymodels.RepositoryStatus) {
+	storeState.RLock()
+	defer storeState.RUnlock()
+
 	if _, ok := storeState.Databases[databaseId]; !ok {
 		return make([]repositorymodels.Document, 0), repositorymodels.StatusNotFound
 	}
@@ -27,6 +30,9 @@ func GetAllDocuments(databaseId string, collectionId string) ([]repositorymodels
 }
 
 func GetDocument(databaseId string, collectionId string, documentId string) (repositorymodels.Document, repositorymodels.RepositoryStatus) {
+	storeState.RLock()
+	defer storeState.RUnlock()
+
 	if _, ok := storeState.Databases[databaseId]; !ok {
 		return repositorymodels.Document{}, repositorymodels.StatusNotFound
 	}
@@ -43,6 +49,9 @@ func GetDocument(databaseId string, collectionId string, documentId string) (rep
 }
 
 func DeleteDocument(databaseId string, collectionId string, documentId string) repositorymodels.RepositoryStatus {
+	storeState.Lock()
+	defer storeState.Unlock()
+
 	if _, ok := storeState.Databases[databaseId]; !ok {
 		return repositorymodels.StatusNotFound
 	}
@@ -61,12 +70,16 @@ func DeleteDocument(databaseId string, collectionId string, documentId string) r
 }
 
 func CreateDocument(databaseId string, collectionId string, document map[string]interface{}) (repositorymodels.Document, repositorymodels.RepositoryStatus) {
+	storeState.Lock()
+	defer storeState.Unlock()
+
 	var ok bool
 	var documentId string
 	var database repositorymodels.Database
 	var collection repositorymodels.Collection
 	if documentId, ok = document["id"].(string); !ok || documentId == "" {
-		return repositorymodels.Document{}, repositorymodels.BadRequest
+		documentId = fmt.Sprint(uuid.New())
+		document["id"] = documentId
 	}
 
 	if database, ok = storeState.Databases[databaseId]; !ok {
@@ -110,7 +123,7 @@ func ExecuteQueryDocuments(databaseId string, collectionId string, query string,
 
 	if typedQuery, ok := parsedQuery.(parsers.SelectStmt); ok {
 		typedQuery.Parameters = queryParameters
-		return memoryexecutor.Execute(typedQuery, covDocs), repositorymodels.StatusOk
+		return memoryexecutor.ExecuteQuery(typedQuery, covDocs), repositorymodels.StatusOk
 	}
 
 	return nil, repositorymodels.BadRequest

internal/repositories/partition_key_ranges.go

@@ -10,6 +10,9 @@ import (
 
 // I have no idea what this is tbh
 func GetPartitionKeyRanges(databaseId string, collectionId string) ([]repositorymodels.PartitionKeyRange, repositorymodels.RepositoryStatus) {
+	storeState.RLock()
+	defer storeState.RUnlock()
+
 	databaseRid := databaseId
 	collectionRid := collectionId
 	var timestamp int64 = 0

internal/repositories/state.go

@@ -66,6 +66,9 @@ func LoadStateFS(filePath string) {
 }
 
 func SaveStateFS(filePath string) {
+	storeState.RLock()
+	defer storeState.RUnlock()
+
 	data, err := json.MarshalIndent(storeState, "", "\t")
 	if err != nil {
 		logger.Errorf("Failed to save state: %v\n", err)
@@ -80,8 +83,17 @@ func SaveStateFS(filePath string) {
 	logger.Infof("Documents: %d\n", getLength(storeState.Documents))
 }
 
-func GetState() repositorymodels.State {
-	return storeState
+func GetState() (string, error) {
+	storeState.RLock()
+	defer storeState.RUnlock()
+
+	data, err := json.MarshalIndent(storeState, "", "\t")
+	if err != nil {
+		logger.Errorf("Failed to serialize state: %v\n", err)
+		return "", err
+	}
+
+	return string(data), nil
 }
 
 func getLength(v interface{}) int {

internal/repository_models/models.go

@@ -1,5 +1,7 @@
 package repositorymodels
 
+import "sync"
+
 type Database struct {
 	ID         string `json:"id"`
 	TimeStamp  int64  `json:"_ts"`
@@ -101,6 +103,8 @@ type PartitionKeyRange struct {
 }
 
 type State struct {
+	sync.RWMutex
+
 	// Map databaseId -> Database
 	Databases map[string]Database `json:"databases"`
 

internal/resourceid/resourceid.go

@@ -2,6 +2,7 @@ package resourceid
 
 import (
 	"encoding/base64"
+	"math/rand"
 
 	"github.com/google/uuid"
 )
@@ -10,6 +11,12 @@ func New() string {
 	id := uuid.New().ID()
 	idBytes := uintToBytes(id)
 
+	// first byte should be bigger than 0x80 for collection ids
+	// clients classify this id as "user" otherwise
+	if (idBytes[0] & 0x80) <= 0 {
+		idBytes[0] = byte(rand.Intn(0x80) + 0x80)
+	}
+
 	return base64.StdEncoding.EncodeToString(idBytes)
 }
 

parsers/models.go

@@ -3,15 +3,25 @@ package parsers
 type SelectStmt struct {
 	SelectItems      []SelectItem
 	Table            Table
+	JoinItems        []JoinItem
 	Filters          interface{}
+	Exists           bool
 	Distinct         bool
 	Count            int
+	Offset           int
 	Parameters       map[string]interface{}
 	OrderExpressions []OrderExpression
+	GroupBy          []SelectItem
 }
 
 type Table struct {
-	Value string
+	Value      string
+	SelectItem SelectItem
+}
+
+type JoinItem struct {
+	Table      Table
+	SelectItem SelectItem
 }
 
 type SelectItemType int
@@ -22,6 +32,7 @@ const (
 	SelectItemTypeArray
 	SelectItemTypeConstant
 	SelectItemTypeFunctionCall
+	SelectItemTypeSubQuery
 )
 
 type SelectItem struct {
@@ -118,9 +129,60 @@ const (
 	FunctionCallSetIntersect FunctionCallType = "SetIntersect"
 	FunctionCallSetUnion     FunctionCallType = "SetUnion"
 
+	FunctionCallMathAbs              FunctionCallType = "MathAbs"
+	FunctionCallMathAcos             FunctionCallType = "MathAcos"
+	FunctionCallMathAsin             FunctionCallType = "MathAsin"
+	FunctionCallMathAtan             FunctionCallType = "MathAtan"
+	FunctionCallMathAtn2             FunctionCallType = "MathAtn2"
+	FunctionCallMathCeiling          FunctionCallType = "MathCeiling"
+	FunctionCallMathCos              FunctionCallType = "MathCos"
+	FunctionCallMathCot              FunctionCallType = "MathCot"
+	FunctionCallMathDegrees          FunctionCallType = "MathDegrees"
+	FunctionCallMathExp              FunctionCallType = "MathExp"
+	FunctionCallMathFloor            FunctionCallType = "MathFloor"
+	FunctionCallMathIntAdd           FunctionCallType = "MathIntAdd"
+	FunctionCallMathIntBitAnd        FunctionCallType = "MathIntBitAnd"
+	FunctionCallMathIntBitLeftShift  FunctionCallType = "MathIntBitLeftShift"
+	FunctionCallMathIntBitNot        FunctionCallType = "MathIntBitNot"
+	FunctionCallMathIntBitOr         FunctionCallType = "MathIntBitOr"
+	FunctionCallMathIntBitRightShift FunctionCallType = "MathIntBitRightShift"
+	FunctionCallMathIntBitXor        FunctionCallType = "MathIntBitXor"
+	FunctionCallMathIntDiv           FunctionCallType = "MathIntDiv"
+	FunctionCallMathIntMod           FunctionCallType = "MathIntMod"
+	FunctionCallMathIntMul           FunctionCallType = "MathIntMul"
+	FunctionCallMathIntSub           FunctionCallType = "MathIntSub"
+	FunctionCallMathLog              FunctionCallType = "MathLog"
+	FunctionCallMathLog10            FunctionCallType = "MathLog10"
+	FunctionCallMathNumberBin        FunctionCallType = "MathNumberBin"
+	FunctionCallMathPi               FunctionCallType = "MathPi"
+	FunctionCallMathPower            FunctionCallType = "MathPower"
+	FunctionCallMathRadians          FunctionCallType = "MathRadians"
+	FunctionCallMathRand             FunctionCallType = "MathRand"
+	FunctionCallMathRound            FunctionCallType = "MathRound"
+	FunctionCallMathSign             FunctionCallType = "MathSign"
+	FunctionCallMathSin              FunctionCallType = "MathSin"
+	FunctionCallMathSqrt             FunctionCallType = "MathSqrt"
+	FunctionCallMathSquare           FunctionCallType = "MathSquare"
+	FunctionCallMathTan              FunctionCallType = "MathTan"
+	FunctionCallMathTrunc            FunctionCallType = "MathTrunc"
+
+	FunctionCallAggregateAvg   FunctionCallType = "AggregateAvg"
+	FunctionCallAggregateCount FunctionCallType = "AggregateCount"
+	FunctionCallAggregateMax   FunctionCallType = "AggregateMax"
+	FunctionCallAggregateMin   FunctionCallType = "AggregateMin"
+	FunctionCallAggregateSum   FunctionCallType = "AggregateSum"
+
 	FunctionCallIn FunctionCallType = "In"
 )
 
+var AggregateFunctions = []FunctionCallType{
+	FunctionCallAggregateAvg,
+	FunctionCallAggregateCount,
+	FunctionCallAggregateMax,
+	FunctionCallAggregateMin,
+	FunctionCallAggregateSum,
+}
+
 type FunctionCall struct {
 	Arguments []interface{}
 	Type      FunctionCallType

parsers/nosql/aggregate_functions_test.go

@@ -0,0 +1,130 @@
+package nosql_test
+
+import (
+	"testing"
+
+	"github.com/pikami/cosmium/parsers"
+)
+
+func Test_Parse_AggregateFunctions(t *testing.T) {
+
+	t.Run("Should parse function AVG()", func(t *testing.T) {
+		testQueryParse(
+			t,
+			`SELECT AVG(c.a1) FROM c`,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{
+						Type: parsers.SelectItemTypeFunctionCall,
+						Value: parsers.FunctionCall{
+							Type: parsers.FunctionCallAggregateAvg,
+							Arguments: []interface{}{
+								parsers.SelectItem{
+									Path: []string{"c", "a1"},
+									Type: parsers.SelectItemTypeField,
+								},
+							},
+						},
+					},
+				},
+				Table: parsers.Table{Value: "c"},
+			},
+		)
+	})
+
+	t.Run("Should parse function COUNT()", func(t *testing.T) {
+		testQueryParse(
+			t,
+			`SELECT COUNT(c.a1) FROM c`,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{
+						Type: parsers.SelectItemTypeFunctionCall,
+						Value: parsers.FunctionCall{
+							Type: parsers.FunctionCallAggregateCount,
+							Arguments: []interface{}{
+								parsers.SelectItem{
+									Path: []string{"c", "a1"},
+									Type: parsers.SelectItemTypeField,
+								},
+							},
+						},
+					},
+				},
+				Table: parsers.Table{Value: "c"},
+			},
+		)
+	})
+
+	t.Run("Should parse function MAX()", func(t *testing.T) {
+		testQueryParse(
+			t,
+			`SELECT MAX(c.a1) FROM c`,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{
+						Type: parsers.SelectItemTypeFunctionCall,
+						Value: parsers.FunctionCall{
+							Type: parsers.FunctionCallAggregateMax,
+							Arguments: []interface{}{
+								parsers.SelectItem{
+									Path: []string{"c", "a1"},
+									Type: parsers.SelectItemTypeField,
+								},
+							},
+						},
+					},
+				},
+				Table: parsers.Table{Value: "c"},
+			},
+		)
+	})
+
+	t.Run("Should parse function MIN()", func(t *testing.T) {
+		testQueryParse(
+			t,
+			`SELECT MIN(c.a1) FROM c`,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{
+						Type: parsers.SelectItemTypeFunctionCall,
+						Value: parsers.FunctionCall{
+							Type: parsers.FunctionCallAggregateMin,
+							Arguments: []interface{}{
+								parsers.SelectItem{
+									Path: []string{"c", "a1"},
+									Type: parsers.SelectItemTypeField,
+								},
+							},
+						},
+					},
+				},
+				Table: parsers.Table{Value: "c"},
+			},
+		)
+	})
+
+	t.Run("Should parse function SUM()", func(t *testing.T) {
+		testQueryParse(
+			t,
+			`SELECT SUM(c.a1) FROM c`,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{
+						Type: parsers.SelectItemTypeFunctionCall,
+						Value: parsers.FunctionCall{
+							Type: parsers.FunctionCallAggregateSum,
+							Arguments: []interface{}{
+								parsers.SelectItem{
+									Path: []string{"c", "a1"},
+									Type: parsers.SelectItemTypeField,
+								},
+							},
+						},
+					},
+				},
+				Table: parsers.Table{Value: "c"},
+			},
+		)
+	})
+}

parsers/nosql/join_test.go

@@ -0,0 +1,57 @@
+package nosql_test
+
+import (
+	"testing"
+
+	"github.com/pikami/cosmium/parsers"
+)
+
+func Test_Parse_Join(t *testing.T) {
+
+	t.Run("Should parse simple JOIN", func(t *testing.T) {
+		testQueryParse(
+			t,
+			`SELECT c.id, c["pk"] FROM c JOIN cc IN c["tags"]`,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{Path: []string{"c", "id"}},
+					{Path: []string{"c", "pk"}},
+				},
+				Table: parsers.Table{Value: "c"},
+				JoinItems: []parsers.JoinItem{
+					{
+						Table: parsers.Table{
+							Value: "cc",
+						},
+						SelectItem: parsers.SelectItem{
+							Path: []string{"c", "tags"},
+						},
+					},
+				},
+			},
+		)
+	})
+
+	t.Run("Should parse JOIN VALUE", func(t *testing.T) {
+		testQueryParse(
+			t,
+			`SELECT VALUE cc FROM c JOIN cc IN c["tags"]`,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{Path: []string{"cc"}, IsTopLevel: true},
+				},
+				Table: parsers.Table{Value: "c"},
+				JoinItems: []parsers.JoinItem{
+					{
+						Table: parsers.Table{
+							Value: "cc",
+						},
+						SelectItem: parsers.SelectItem{
+							Path: []string{"c", "tags"},
+						},
+					},
+				},
+			},
+		)
+	})
+}

parsers/nosql/math_functions_test.go

@@ -0,0 +1,650 @@
+package nosql_test
+
+import (
+	"testing"
+
+	"github.com/pikami/cosmium/parsers"
+)
+
+func Test_Execute_MathFunctions(t *testing.T) {
+	t.Run("Should parse function ABS(ex)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT ABS(c.value) FROM c`,
+			parsers.FunctionCallMathAbs,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function ACOS(ex)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT ACOS(c.value) FROM c`,
+			parsers.FunctionCallMathAcos,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function ASIN(ex)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT ASIN(c.value) FROM c`,
+			parsers.FunctionCallMathAsin,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function ATAN(ex)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT ATAN(c.value) FROM c`,
+			parsers.FunctionCallMathAtan,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function CEILING(ex)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT CEILING(c.value) FROM c`,
+			parsers.FunctionCallMathCeiling,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function COS(ex)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT COS(c.value) FROM c`,
+			parsers.FunctionCallMathCos,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function COT(ex)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT COT(c.value) FROM c`,
+			parsers.FunctionCallMathCot,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function DEGREES(ex)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT DEGREES(c.value) FROM c`,
+			parsers.FunctionCallMathDegrees,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function EXP(ex)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT EXP(c.value) FROM c`,
+			parsers.FunctionCallMathExp,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function FLOOR(ex)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT FLOOR(c.value) FROM c`,
+			parsers.FunctionCallMathFloor,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function IntBitNot(ex)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT IntBitNot(c.value) FROM c`,
+			parsers.FunctionCallMathIntBitNot,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function LOG10(ex)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT LOG10(c.value) FROM c`,
+			parsers.FunctionCallMathLog10,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function RADIANS(ex)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT RADIANS(c.value) FROM c`,
+			parsers.FunctionCallMathRadians,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function ROUND(ex)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT ROUND(c.value) FROM c`,
+			parsers.FunctionCallMathRound,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function SIGN(ex)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT SIGN(c.value) FROM c`,
+			parsers.FunctionCallMathSign,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function SIN(ex)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT SIN(c.value) FROM c`,
+			parsers.FunctionCallMathSin,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function SQRT(ex)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT SQRT(c.value) FROM c`,
+			parsers.FunctionCallMathSqrt,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function SQUARE(ex)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT SQUARE(c.value) FROM c`,
+			parsers.FunctionCallMathSquare,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function TAN(ex)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT TAN(c.value) FROM c`,
+			parsers.FunctionCallMathTan,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function TRUNC(ex)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT TRUNC(c.value) FROM c`,
+			parsers.FunctionCallMathTrunc,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function ATN2(ex1, ex2)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT ATN2(c.value, c.secondValue) FROM c`,
+			parsers.FunctionCallMathAtn2,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+				parsers.SelectItem{
+					Path: []string{"c", "secondValue"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function IntAdd(ex1, ex2)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT IntAdd(c.value, c.secondValue) FROM c`,
+			parsers.FunctionCallMathIntAdd,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+				parsers.SelectItem{
+					Path: []string{"c", "secondValue"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function IntBitAnd(ex1, ex2)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT IntBitAnd(c.value, c.secondValue) FROM c`,
+			parsers.FunctionCallMathIntBitAnd,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+				parsers.SelectItem{
+					Path: []string{"c", "secondValue"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function IntBitLeftShift(ex1, ex2)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT IntBitLeftShift(c.value, c.secondValue) FROM c`,
+			parsers.FunctionCallMathIntBitLeftShift,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+				parsers.SelectItem{
+					Path: []string{"c", "secondValue"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function IntBitOr(ex1, ex2)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT IntBitOr(c.value, c.secondValue) FROM c`,
+			parsers.FunctionCallMathIntBitOr,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+				parsers.SelectItem{
+					Path: []string{"c", "secondValue"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function IntBitRightShift(ex1, ex2)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT IntBitRightShift(c.value, c.secondValue) FROM c`,
+			parsers.FunctionCallMathIntBitRightShift,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+				parsers.SelectItem{
+					Path: []string{"c", "secondValue"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function IntBitXor(ex1, ex2)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT IntBitXor(c.value, c.secondValue) FROM c`,
+			parsers.FunctionCallMathIntBitXor,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+				parsers.SelectItem{
+					Path: []string{"c", "secondValue"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function IntDiv(ex1, ex2)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT IntDiv(c.value, c.secondValue) FROM c`,
+			parsers.FunctionCallMathIntDiv,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+				parsers.SelectItem{
+					Path: []string{"c", "secondValue"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function IntMod(ex1, ex2)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT IntMod(c.value, c.secondValue) FROM c`,
+			parsers.FunctionCallMathIntMod,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+				parsers.SelectItem{
+					Path: []string{"c", "secondValue"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function IntMul(ex1, ex2)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT IntMul(c.value, c.secondValue) FROM c`,
+			parsers.FunctionCallMathIntMul,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+				parsers.SelectItem{
+					Path: []string{"c", "secondValue"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function IntSub(ex1, ex2)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT IntSub(c.value, c.secondValue) FROM c`,
+			parsers.FunctionCallMathIntSub,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+				parsers.SelectItem{
+					Path: []string{"c", "secondValue"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function POWER(ex1, ex2)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT POWER(c.value, c.secondValue) FROM c`,
+			parsers.FunctionCallMathPower,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+				parsers.SelectItem{
+					Path: []string{"c", "secondValue"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function LOG(ex)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT LOG(c.value) FROM c`,
+			parsers.FunctionCallMathLog,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function LOG(ex1, ex2)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT LOG(c.value, c.secondValue) FROM c`,
+			parsers.FunctionCallMathLog,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+				parsers.SelectItem{
+					Path: []string{"c", "secondValue"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function NumberBin(ex)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT NumberBin(c.value) FROM c`,
+			parsers.FunctionCallMathNumberBin,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function NumberBin(ex1, ex2)", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT NumberBin(c.value, c.secondValue) FROM c`,
+			parsers.FunctionCallMathNumberBin,
+			[]interface{}{
+				parsers.SelectItem{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+				parsers.SelectItem{
+					Path: []string{"c", "secondValue"},
+					Type: parsers.SelectItemTypeField,
+				},
+			},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function PI()", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT PI() FROM c`,
+			parsers.FunctionCallMathPi,
+			[]interface{}{},
+			"c",
+		)
+	})
+
+	t.Run("Should parse function RAND()", func(t *testing.T) {
+		testMathFunctionParse(
+			t,
+			`SELECT RAND() FROM c`,
+			parsers.FunctionCallMathRand,
+			[]interface{}{},
+			"c",
+		)
+	})
+}
+
+func testMathFunctionParse(
+	t *testing.T,
+	query string,
+	expectedFunctionType parsers.FunctionCallType,
+	expectedArguments []interface{},
+	expectedTable string,
+) {
+	testQueryParse(
+		t,
+		query,
+		parsers.SelectStmt{
+			SelectItems: []parsers.SelectItem{
+				{
+					Type: parsers.SelectItemTypeFunctionCall,
+					Value: parsers.FunctionCall{
+						Type:      expectedFunctionType,
+						Arguments: expectedArguments,
+					},
+				},
+			},
+			Table: parsers.Table{Value: expectedTable},
+		},
+	)
+}

parsers/nosql/misc_test.go

@@ -63,6 +63,24 @@ func Test_Parse(t *testing.T) {
 		)
 	})
 
+	t.Run("Should parse SELECT with GROUP BY", func(t *testing.T) {
+		testQueryParse(
+			t,
+			`SELECT c.id, c["pk"] FROM c GROUP BY c.id, c.pk`,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{Path: []string{"c", "id"}},
+					{Path: []string{"c", "pk"}},
+				},
+				Table: parsers.Table{Value: "c"},
+				GroupBy: []parsers.SelectItem{
+					{Path: []string{"c", "id"}},
+					{Path: []string{"c", "pk"}},
+				},
+			},
+		)
+	})
+
 	t.Run("Should parse IN function", func(t *testing.T) {
 		testQueryParse(
 			t,
@@ -104,4 +122,25 @@ func Test_Parse(t *testing.T) {
 			},
 		)
 	})
+
+	t.Run("Should parse IN selector", func(t *testing.T) {
+		testQueryParse(
+			t,
+			`SELECT c.id FROM c IN c.tags`,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{
+						Path: []string{"c", "id"},
+						Type: parsers.SelectItemTypeField,
+					},
+				},
+				Table: parsers.Table{
+					Value: "c",
+					SelectItem: parsers.SelectItem{
+						Path: []string{"c", "tags"},
+					},
+				},
+			},
+		)
+	})
 }

parsers/nosql/nosql.peg

@@ -4,13 +4,24 @@ package nosql
 import "github.com/pikami/cosmium/parsers"
 
 func makeSelectStmt(
-	columns, table,
+	columns, fromClause, joinItems,
 	whereClause interface{}, distinctClause interface{},
-	count interface{}, orderList interface{},
+	count interface{}, groupByClause interface{}, orderList interface{},
+	offsetClause interface{},
 ) (parsers.SelectStmt, error) {
 	selectStmt := parsers.SelectStmt{
 		SelectItems: columns.([]parsers.SelectItem),
-		Table:       table.(parsers.Table),
+	}
+
+    if fromTable, ok := fromClause.(parsers.Table); ok {
+        selectStmt.Table = fromTable
+    }
+
+    if joinItemsArray, ok := joinItems.([]interface{}); ok && len(joinItemsArray) > 0 {
+		selectStmt.JoinItems = make([]parsers.JoinItem, len(joinItemsArray))
+		for i, joinItem := range joinItemsArray {
+			selectStmt.JoinItems[i] = joinItem.(parsers.JoinItem)
+		}
 	}
 
 	switch v := whereClause.(type) {
@@ -26,13 +37,42 @@ func makeSelectStmt(
 		selectStmt.Count = n
 	}
 
+	if offsetArr, ok := offsetClause.([]interface{}); ok && len(offsetArr) == 2 {
+		if n, ok := offsetArr[0].(int); ok {
+			selectStmt.Offset = n
+		}
+
+		if n, ok := offsetArr[1].(int); ok {
+			selectStmt.Count = n
+		}
+	}
+
 	if orderExpressions, ok := orderList.([]parsers.OrderExpression); ok {
 		selectStmt.OrderExpressions = orderExpressions
 	}
 
+	if groupByClause != nil {
+		selectStmt.GroupBy = groupByClause.([]parsers.SelectItem)
+	}
+
 	return selectStmt, nil
 }
 
+func makeJoin(table interface{}, column interface{}) (parsers.JoinItem, error) {
+	joinItem := parsers.JoinItem{}
+
+	if selectItem, isSelectItem := column.(parsers.SelectItem); isSelectItem {
+		joinItem.SelectItem = selectItem
+		joinItem.Table.Value = selectItem.Alias
+	}
+
+	if tableTyped, isTable := table.(parsers.Table); isTable {
+		joinItem.Table = tableTyped
+	}
+
+	return joinItem, nil
+}
+
 func makeSelectItem(name interface{}, path interface{}, selectItemType parsers.SelectItemType) (parsers.SelectItem, error) {
 	ps := path.([]interface{})
 
@@ -146,11 +186,16 @@ Input <- selectStmt:SelectStmt {
 
 SelectStmt <- Select ws
     distinctClause:DistinctClause? ws
-    topClause:TopClause? ws columns:Selection ws
-    From ws table:TableName ws
+    topClause:TopClause? ws
+    columns:Selection ws
+    fromClause:FromClause? ws
+    joinClauses:(ws join:JoinClause { return join, nil })* ws
     whereClause:(ws Where ws condition:Condition { return condition, nil })?
-    orderByClause:OrderByClause? {
-    return makeSelectStmt(columns, table, whereClause, distinctClause, topClause, orderByClause)
+    groupByClause:(ws GroupBy ws columns:ColumnList { return columns, nil })?
+    orderByClause:(ws order:OrderByClause { return order, nil })?
+    offsetClause:(ws offset:OffsetClause { return offset, nil })? {
+    return makeSelectStmt(columns, fromClause, joinClauses, whereClause,
+        distinctClause, topClause, groupByClause, orderByClause, offsetClause)
 }
 
 DistinctClause <- "DISTINCT"i
@@ -159,6 +204,55 @@ TopClause <- Top ws count:Integer {
     return count, nil
 }
 
+FromClause <- From ws table:TableName selectItem:(ws "IN"i ws column:SelectItem { return column, nil })? {
+    tableTyped := table.(parsers.Table)
+
+    if selectItem != nil {
+	    tableTyped.SelectItem = selectItem.(parsers.SelectItem)
+	}
+
+	return tableTyped, nil
+} / From ws subQuery:SubQuerySelectItem {
+    subQueryTyped := subQuery.(parsers.SelectItem)
+	table := parsers.Table{
+		Value: subQueryTyped.Alias,
+		SelectItem: subQueryTyped,
+	}
+	return table, nil
+}
+
+SubQuery <- exists:(exists:Exists ws { return exists, nil })? "(" ws selectStmt:SelectStmt ws ")" {
+    if selectStatement, isGoodValue := selectStmt.(parsers.SelectStmt); isGoodValue {
+        selectStatement.Exists = exists != nil
+        return selectStatement, nil
+    }
+
+    return selectStmt, nil
+}
+
+SubQuerySelectItem <- subQuery:SubQuery asClause:(ws alias:AsClause { return alias, nil })? {
+    selectItem := parsers.SelectItem{
+        Type: parsers.SelectItemTypeSubQuery,
+        Value: subQuery,
+    }
+
+    if tableName, isString := asClause.(string); isString {
+        selectItem.Alias = tableName
+    }
+
+    return selectItem, nil
+}
+
+JoinClause <- Join ws table:TableName ws "IN"i ws column:SelectItem {
+    return makeJoin(table, column)
+} / Join ws subQuery:SubQuerySelectItem {
+    return makeJoin(nil, subQuery)
+}
+
+OffsetClause <- "OFFSET"i ws offset:IntegerLiteral ws "LIMIT"i ws limit:IntegerLiteral {
+    return []interface{}{offset.(parsers.Constant).Value, limit.(parsers.Constant).Value}, nil
+}
+
 Selection <- SelectValueSpec / ColumnList / SelectAsterisk
 
 SelectAsterisk <- "*" {
@@ -199,7 +293,7 @@ SelectProperty <- name:Identifier path:(DotFieldAccess / ArrayFieldAccess)* {
     return makeSelectItem(name, path, parsers.SelectItemTypeField)
 }
 
-SelectItem <- selectItem:(Literal / FunctionCall / SelectArray / SelectObject / SelectProperty) asClause:AsClause? {
+SelectItem <- selectItem:(SubQuerySelectItem / Literal / FunctionCall / SelectArray / SelectObject / SelectProperty) asClause:AsClause? {
     var itemResult parsers.SelectItem
     switch typedValue := selectItem.(type) {
     case parsers.SelectItem:
@@ -229,9 +323,8 @@ DotFieldAccess <- "." id:Identifier {
     return id, nil
 }
 
-ArrayFieldAccess <- "[\"" id:Identifier "\"]" {
-    return id, nil
-}
+ArrayFieldAccess <- "[\"" id:Identifier "\"]" { return id, nil }
+  / "[" id:Integer "]" { return strconv.Itoa(id.(int)), nil }
 
 Identifier <- [a-zA-Z_][a-zA-Z0-9_]* {
     return string(c.text), nil
@@ -279,11 +372,17 @@ As <- "AS"i
 
 From <- "FROM"i
 
+Join <- "JOIN"i
+
+Exists <- "EXISTS"i
+
 Where <- "WHERE"i
 
 And <- "AND"i
 
-Or <- "OR"i
+Or <- "OR"i wss
+
+GroupBy <- "GROUP"i ws "BY"i
 
 OrderBy <- "ORDER"i ws "BY"i
 
@@ -319,6 +418,8 @@ FunctionCall <- StringFunctions
     / TypeCheckingFunctions
     / ArrayFunctions
     / InFunction
+    / AggregateFunctions
+    / MathFunctions
 
 StringFunctions <- StringEqualsExpression
     / ToStringExpression
@@ -348,12 +449,55 @@ TypeCheckingFunctions <- IsDefined
     / IsPrimitive
     / IsString
 
+AggregateFunctions <- AvgAggregateExpression
+    / CountAggregateExpression
+    / MaxAggregateExpression
+    / MinAggregateExpression
+    / SumAggregateExpression
+
 ArrayFunctions <- ArrayConcatExpression
     / ArrayLengthExpression
     / ArraySliceExpression
     / SetIntersectExpression
     / SetUnionExpression
 
+MathFunctions <- MathAbsExpression
+    / MathAcosExpression
+    / MathAsinExpression
+    / MathAtanExpression
+    / MathCeilingExpression
+    / MathCosExpression
+    / MathCotExpression
+    / MathDegreesExpression
+    / MathExpExpression
+    / MathFloorExpression
+    / MathIntBitNotExpression
+    / MathLog10Expression
+    / MathRadiansExpression
+    / MathRoundExpression
+    / MathSignExpression
+    / MathSinExpression
+    / MathSqrtExpression
+    / MathSquareExpression
+    / MathTanExpression
+    / MathTruncExpression
+    / MathAtn2Expression
+    / MathIntAddExpression
+    / MathIntBitAndExpression
+    / MathIntBitLeftShiftExpression
+    / MathIntBitOrExpression
+    / MathIntBitRightShiftExpression
+    / MathIntBitXorExpression
+    / MathIntDivExpression
+    / MathIntModExpression
+    / MathIntMulExpression
+    / MathIntSubExpression
+    / MathPowerExpression
+    / MathLogExpression
+    / MathNumberBinExpression
+    / MathPiExpression
+    / MathRandExpression
+
 UpperExpression <- "UPPER"i ws "(" ex:SelectItem ")" {
     return createFunctionCall(parsers.FunctionCallUpper, []interface{}{ex})
 }
@@ -497,10 +641,73 @@ SetUnionExpression <- "SetUnion"i ws "(" ws set1:SelectItem ws "," ws set2:Selec
     return createFunctionCall(parsers.FunctionCallSetUnion, []interface{}{set1, set2})
 }
 
+MathAbsExpression <- "ABS"i ws "(" ws ex:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathAbs, []interface{}{ex}) }
+MathAcosExpression <- "ACOS"i ws "(" ws ex:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathAcos, []interface{}{ex}) }
+MathAsinExpression <- "ASIN"i ws "(" ws ex:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathAsin, []interface{}{ex}) }
+MathAtanExpression <- "ATAN"i ws "(" ws ex:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathAtan, []interface{}{ex}) }
+MathCeilingExpression <- "CEILING"i ws "(" ws ex:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathCeiling, []interface{}{ex}) }
+MathCosExpression <- "COS"i ws "(" ws ex:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathCos, []interface{}{ex}) }
+MathCotExpression <- "COT"i ws "(" ws ex:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathCot, []interface{}{ex}) }
+MathDegreesExpression <- "DEGREES"i ws "(" ws ex:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathDegrees, []interface{}{ex}) }
+MathExpExpression <- "EXP"i ws "(" ws ex:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathExp, []interface{}{ex}) }
+MathFloorExpression <- "FLOOR"i ws "(" ws ex:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathFloor, []interface{}{ex}) }
+MathIntBitNotExpression <- "IntBitNot"i ws "(" ws ex:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathIntBitNot, []interface{}{ex}) }
+MathLog10Expression <- "LOG10"i ws "(" ws ex:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathLog10, []interface{}{ex}) }
+MathRadiansExpression <- "RADIANS"i ws "(" ws ex:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathRadians, []interface{}{ex}) }
+MathRoundExpression <- "ROUND"i ws "(" ws ex:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathRound, []interface{}{ex}) }
+MathSignExpression <- "SIGN"i ws "(" ws ex:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathSign, []interface{}{ex}) }
+MathSinExpression <- "SIN"i ws "(" ws ex:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathSin, []interface{}{ex}) }
+MathSqrtExpression <- "SQRT"i ws "(" ws ex:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathSqrt, []interface{}{ex}) }
+MathSquareExpression <- "SQUARE"i ws "(" ws ex:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathSquare, []interface{}{ex}) }
+MathTanExpression <- "TAN"i ws "(" ws ex:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathTan, []interface{}{ex}) }
+MathTruncExpression <- "TRUNC"i ws "(" ws ex:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathTrunc, []interface{}{ex}) }
+
+MathAtn2Expression <- "ATN2"i ws "(" ws set1:SelectItem ws "," ws set2:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathAtn2, []interface{}{set1, set2}) }
+MathIntAddExpression <- "IntAdd"i ws "(" ws set1:SelectItem ws "," ws set2:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathIntAdd, []interface{}{set1, set2}) }
+MathIntBitAndExpression <- "IntBitAnd"i ws "(" ws set1:SelectItem ws "," ws set2:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathIntBitAnd, []interface{}{set1, set2}) }
+MathIntBitLeftShiftExpression <- "IntBitLeftShift"i ws "(" ws set1:SelectItem ws "," ws set2:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathIntBitLeftShift, []interface{}{set1, set2}) }
+MathIntBitOrExpression <- "IntBitOr"i ws "(" ws set1:SelectItem ws "," ws set2:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathIntBitOr, []interface{}{set1, set2}) }
+MathIntBitRightShiftExpression <- "IntBitRightShift"i ws "(" ws set1:SelectItem ws "," ws set2:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathIntBitRightShift, []interface{}{set1, set2}) }
+MathIntBitXorExpression <- "IntBitXor"i ws "(" ws set1:SelectItem ws "," ws set2:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathIntBitXor, []interface{}{set1, set2}) }
+MathIntDivExpression <- "IntDiv"i ws "(" ws set1:SelectItem ws "," ws set2:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathIntDiv, []interface{}{set1, set2}) }
+MathIntModExpression <- "IntMod"i ws "(" ws set1:SelectItem ws "," ws set2:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathIntMod, []interface{}{set1, set2}) }
+MathIntMulExpression <- "IntMul"i ws "(" ws set1:SelectItem ws "," ws set2:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathIntMul, []interface{}{set1, set2}) }
+MathIntSubExpression <- "IntSub"i ws "(" ws set1:SelectItem ws "," ws set2:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathIntSub, []interface{}{set1, set2}) }
+MathPowerExpression <- "POWER"i ws "(" ws set1:SelectItem ws "," ws set2:SelectItem ws ")" { return createFunctionCall(parsers.FunctionCallMathPower, []interface{}{set1, set2}) }
+
+MathLogExpression <- "LOG"i ws "(" ws ex1:SelectItem others:(ws "," ws ex:SelectItem { return ex, nil })* ws ")" {
+    return createFunctionCall(parsers.FunctionCallMathLog, append([]interface{}{ex1}, others.([]interface{})...))
+}
+MathNumberBinExpression <- "NumberBin"i ws "(" ws ex1:SelectItem others:(ws "," ws ex:SelectItem { return ex, nil })* ws ")" {
+    return createFunctionCall(parsers.FunctionCallMathNumberBin, append([]interface{}{ex1}, others.([]interface{})...))
+}
+MathPiExpression <- "PI"i ws "(" ws ")" { return createFunctionCall(parsers.FunctionCallMathPi, []interface{}{}) }
+MathRandExpression <- "RAND"i ws "(" ws ")" { return createFunctionCall(parsers.FunctionCallMathRand, []interface{}{}) }
+
 InFunction <- ex1:SelectProperty ws "IN"i ws "(" ws ex2:SelectItem others:(ws "," ws ex:SelectItem { return ex, nil })* ws ")" {
     return createFunctionCall(parsers.FunctionCallIn, append([]interface{}{ex1, ex2}, others.([]interface{})...))
 }
 
+AvgAggregateExpression   <- "AVG"i "(" ws ex:SelectItem  ws ")" {
+    return createFunctionCall(parsers.FunctionCallAggregateAvg, []interface{}{ex})
+}
+
+CountAggregateExpression <- "COUNT"i "(" ws ex:SelectItem ws ")" {
+    return createFunctionCall(parsers.FunctionCallAggregateCount, []interface{}{ex})
+}
+
+MaxAggregateExpression   <- "MAX"i "(" ws ex:SelectItem ws ")" {
+    return createFunctionCall(parsers.FunctionCallAggregateMax, []interface{}{ex})
+}
+
+MinAggregateExpression   <- "MIN"i "(" ws ex:SelectItem ws ")" {
+    return createFunctionCall(parsers.FunctionCallAggregateMin, []interface{}{ex})
+}
+
+SumAggregateExpression   <- "SUM"i "(" ws ex:SelectItem ws ")" {
+    return createFunctionCall(parsers.FunctionCallAggregateSum, []interface{}{ex})
+}
+
 Integer <- [0-9]+ {
     return strconv.Atoi(string(c.text))
 }
@@ -524,4 +731,6 @@ non_escape_character <- !(escape_character) char:.
 
 ws <- [ \t\n\r]*
 
+wss <- [ \t\n\r]+
+
 EOF <- !.

parsers/nosql/select_test.go

@@ -50,6 +50,21 @@ func Test_Parse_Select(t *testing.T) {
 		)
 	})
 
+	t.Run("Should parse SELECT OFFSET", func(t *testing.T) {
+		testQueryParse(
+			t,
+			`SELECT c.id FROM c OFFSET 3 LIMIT 5`,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{Path: []string{"c", "id"}},
+				},
+				Table:  parsers.Table{Value: "c"},
+				Count:  5,
+				Offset: 3,
+			},
+		)
+	})
+
 	t.Run("Should parse SELECT VALUE", func(t *testing.T) {
 		testQueryParse(
 			t,

parsers/nosql/subquery_test.go

@@ -0,0 +1,125 @@
+package nosql_test
+
+import (
+	"testing"
+
+	"github.com/pikami/cosmium/parsers"
+)
+
+func Test_Parse_SubQuery(t *testing.T) {
+
+	t.Run("Should parse FROM subquery", func(t *testing.T) {
+		testQueryParse(
+			t,
+			`SELECT c.id FROM (SELECT VALUE cc["info"] FROM cc) AS c`,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{Path: []string{"c", "id"}},
+				},
+				Table: parsers.Table{
+					Value: "c",
+					SelectItem: parsers.SelectItem{
+						Alias: "c",
+						Type:  parsers.SelectItemTypeSubQuery,
+						Value: parsers.SelectStmt{
+							Table: parsers.Table{Value: "cc"},
+							SelectItems: []parsers.SelectItem{
+								{Path: []string{"cc", "info"}, IsTopLevel: true},
+							},
+						},
+					},
+				},
+			},
+		)
+	})
+
+	t.Run("Should parse JOIN subquery", func(t *testing.T) {
+		testQueryParse(
+			t,
+			`SELECT c.id, cc.name FROM c JOIN (SELECT tag.name FROM tag IN c.tags) AS cc`,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{Path: []string{"c", "id"}},
+					{Path: []string{"cc", "name"}},
+				},
+				Table: parsers.Table{
+					Value: "c",
+				},
+				JoinItems: []parsers.JoinItem{
+					{
+						Table: parsers.Table{
+							Value: "cc",
+						},
+						SelectItem: parsers.SelectItem{
+							Alias: "cc",
+							Type:  parsers.SelectItemTypeSubQuery,
+							Value: parsers.SelectStmt{
+								SelectItems: []parsers.SelectItem{
+									{Path: []string{"tag", "name"}},
+								},
+								Table: parsers.Table{
+									Value: "tag",
+									SelectItem: parsers.SelectItem{
+										Path: []string{"c", "tags"},
+									},
+								},
+							},
+						},
+					},
+				},
+			},
+		)
+	})
+
+	t.Run("Should parse JOIN EXISTS subquery", func(t *testing.T) {
+		testQueryParse(
+			t,
+			`SELECT c.id
+			FROM c
+			JOIN (
+				SELECT VALUE EXISTS(SELECT tag.name FROM tag IN c.tags)
+			) AS hasTags
+			WHERE hasTags`,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{Path: []string{"c", "id"}},
+				},
+				Table: parsers.Table{
+					Value: "c",
+				},
+				JoinItems: []parsers.JoinItem{
+					{
+						Table: parsers.Table{Value: "hasTags"},
+						SelectItem: parsers.SelectItem{
+							Alias: "hasTags",
+							Type:  parsers.SelectItemTypeSubQuery,
+							Value: parsers.SelectStmt{
+								SelectItems: []parsers.SelectItem{
+									{
+										IsTopLevel: true,
+										Type:       parsers.SelectItemTypeSubQuery,
+										Value: parsers.SelectStmt{
+											SelectItems: []parsers.SelectItem{
+												{Path: []string{"tag", "name"}},
+											},
+											Table: parsers.Table{
+												Value: "tag",
+												SelectItem: parsers.SelectItem{
+													Path: []string{"c", "tags"},
+												},
+											},
+											Exists: true,
+										},
+									},
+								},
+							},
+						},
+					},
+				},
+				Filters: parsers.SelectItem{
+					Path: []string{"hasTags"},
+				},
+			},
+		)
+	})
+}

query_executors/memory_executor/aggregate_functions.go

@@ -0,0 +1,121 @@
+package memoryexecutor
+
+import (
+	"math"
+
+	"github.com/pikami/cosmium/parsers"
+)
+
+func (r rowContext) aggregate_Avg(arguments []interface{}) interface{} {
+	selectExpression := arguments[0].(parsers.SelectItem)
+	sum := 0.0
+	count := 0
+
+	for _, item := range r.grouppedRows {
+		value := item.resolveSelectItem(selectExpression)
+		if numericValue, ok := value.(float64); ok {
+			sum += numericValue
+			count++
+		} else if numericValue, ok := value.(int); ok {
+			sum += float64(numericValue)
+			count++
+		}
+	}
+
+	if count > 0 {
+		return sum / float64(count)
+	} else {
+		return nil
+	}
+}
+
+func (r rowContext) aggregate_Count(arguments []interface{}) interface{} {
+	selectExpression := arguments[0].(parsers.SelectItem)
+	count := 0
+
+	for _, item := range r.grouppedRows {
+		value := item.resolveSelectItem(selectExpression)
+		if value != nil {
+			count++
+		}
+	}
+
+	return count
+}
+
+func (r rowContext) aggregate_Max(arguments []interface{}) interface{} {
+	selectExpression := arguments[0].(parsers.SelectItem)
+	max := 0.0
+	count := 0
+
+	for _, item := range r.grouppedRows {
+		value := item.resolveSelectItem(selectExpression)
+		if numericValue, ok := value.(float64); ok {
+			if numericValue > max {
+				max = numericValue
+			}
+			count++
+		} else if numericValue, ok := value.(int); ok {
+			if float64(numericValue) > max {
+				max = float64(numericValue)
+			}
+			count++
+		}
+	}
+
+	if count > 0 {
+		return max
+	} else {
+		return nil
+	}
+}
+
+func (r rowContext) aggregate_Min(arguments []interface{}) interface{} {
+	selectExpression := arguments[0].(parsers.SelectItem)
+	min := math.MaxFloat64
+	count := 0
+
+	for _, item := range r.grouppedRows {
+		value := item.resolveSelectItem(selectExpression)
+		if numericValue, ok := value.(float64); ok {
+			if numericValue < min {
+				min = numericValue
+			}
+			count++
+		} else if numericValue, ok := value.(int); ok {
+			if float64(numericValue) < min {
+				min = float64(numericValue)
+			}
+			count++
+		}
+	}
+
+	if count > 0 {
+		return min
+	} else {
+		return nil
+	}
+}
+
+func (r rowContext) aggregate_Sum(arguments []interface{}) interface{} {
+	selectExpression := arguments[0].(parsers.SelectItem)
+	sum := 0.0
+	count := 0
+
+	for _, item := range r.grouppedRows {
+		value := item.resolveSelectItem(selectExpression)
+		if numericValue, ok := value.(float64); ok {
+			sum += numericValue
+			count++
+		} else if numericValue, ok := value.(int); ok {
+			sum += float64(numericValue)
+			count++
+		}
+	}
+
+	if count > 0 {
+		return sum
+	} else {
+		return nil
+	}
+}

query_executors/memory_executor/aggregate_functions_test.go

@@ -0,0 +1,210 @@
+package memoryexecutor_test
+
+import (
+	"testing"
+
+	"github.com/pikami/cosmium/parsers"
+	memoryexecutor "github.com/pikami/cosmium/query_executors/memory_executor"
+)
+
+func Test_Execute_AggregateFunctions(t *testing.T) {
+	mockData := []memoryexecutor.RowType{
+		map[string]interface{}{"id": "123", "number": 123, "key": "a"},
+		map[string]interface{}{"id": "456", "number": 456, "key": "a"},
+		map[string]interface{}{"id": "789", "number": 789, "key": "b"},
+		map[string]interface{}{"id": "no-number", "key": "b"},
+	}
+
+	t.Run("Should execute function AVG()", func(t *testing.T) {
+		testQueryExecute(
+			t,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{Path: []string{"c", "key"}},
+					{
+						Alias: "avg",
+						Type:  parsers.SelectItemTypeFunctionCall,
+						Value: parsers.FunctionCall{
+							Type: parsers.FunctionCallAggregateAvg,
+							Arguments: []interface{}{
+								parsers.SelectItem{
+									Path: []string{"c", "number"},
+									Type: parsers.SelectItemTypeField,
+								},
+							},
+						},
+					},
+				},
+				GroupBy: []parsers.SelectItem{
+					{Path: []string{"c", "key"}},
+				},
+				Table: parsers.Table{Value: "c"},
+			},
+			mockData,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"key": "a", "avg": 289.5},
+				map[string]interface{}{"key": "b", "avg": 789.0},
+			},
+		)
+	})
+
+	t.Run("Should execute function AVG() without GROUP BY clause", func(t *testing.T) {
+		testQueryExecute(
+			t,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{
+						Alias: "avg",
+						Type:  parsers.SelectItemTypeFunctionCall,
+						Value: parsers.FunctionCall{
+							Type: parsers.FunctionCallAggregateAvg,
+							Arguments: []interface{}{
+								parsers.SelectItem{
+									Path: []string{"c", "number"},
+									Type: parsers.SelectItemTypeField,
+								},
+							},
+						},
+					},
+				},
+				Table: parsers.Table{Value: "c"},
+			},
+			mockData,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"avg": 456.0},
+			},
+		)
+	})
+
+	t.Run("Should execute function COUNT()", func(t *testing.T) {
+		testQueryExecute(
+			t,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{Path: []string{"c", "key"}},
+					{
+						Alias: "cnt",
+						Type:  parsers.SelectItemTypeFunctionCall,
+						Value: parsers.FunctionCall{
+							Type: parsers.FunctionCallAggregateCount,
+							Arguments: []interface{}{
+								parsers.SelectItem{
+									Path: []string{"c", "number"},
+									Type: parsers.SelectItemTypeField,
+								},
+							},
+						},
+					},
+				},
+				GroupBy: []parsers.SelectItem{
+					{Path: []string{"c", "key"}},
+				},
+				Table: parsers.Table{Value: "c"},
+			},
+			mockData,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"key": "a", "cnt": 2},
+				map[string]interface{}{"key": "b", "cnt": 1},
+			},
+		)
+	})
+
+	t.Run("Should execute function MAX()", func(t *testing.T) {
+		testQueryExecute(
+			t,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{Path: []string{"c", "key"}},
+					{
+						Alias: "max",
+						Type:  parsers.SelectItemTypeFunctionCall,
+						Value: parsers.FunctionCall{
+							Type: parsers.FunctionCallAggregateMax,
+							Arguments: []interface{}{
+								parsers.SelectItem{
+									Path: []string{"c", "number"},
+									Type: parsers.SelectItemTypeField,
+								},
+							},
+						},
+					},
+				},
+				GroupBy: []parsers.SelectItem{
+					{Path: []string{"c", "key"}},
+				},
+				Table: parsers.Table{Value: "c"},
+			},
+			mockData,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"key": "a", "max": 456.0},
+				map[string]interface{}{"key": "b", "max": 789.0},
+			},
+		)
+	})
+
+	t.Run("Should execute function MIN()", func(t *testing.T) {
+		testQueryExecute(
+			t,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{Path: []string{"c", "key"}},
+					{
+						Alias: "min",
+						Type:  parsers.SelectItemTypeFunctionCall,
+						Value: parsers.FunctionCall{
+							Type: parsers.FunctionCallAggregateMin,
+							Arguments: []interface{}{
+								parsers.SelectItem{
+									Path: []string{"c", "number"},
+									Type: parsers.SelectItemTypeField,
+								},
+							},
+						},
+					},
+				},
+				GroupBy: []parsers.SelectItem{
+					{Path: []string{"c", "key"}},
+				},
+				Table: parsers.Table{Value: "c"},
+			},
+			mockData,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"key": "a", "min": 123.0},
+				map[string]interface{}{"key": "b", "min": 789.0},
+			},
+		)
+	})
+
+	t.Run("Should execute function SUM()", func(t *testing.T) {
+		testQueryExecute(
+			t,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{Path: []string{"c", "key"}},
+					{
+						Alias: "sum",
+						Type:  parsers.SelectItemTypeFunctionCall,
+						Value: parsers.FunctionCall{
+							Type: parsers.FunctionCallAggregateSum,
+							Arguments: []interface{}{
+								parsers.SelectItem{
+									Path: []string{"c", "number"},
+									Type: parsers.SelectItemTypeField,
+								},
+							},
+						},
+					},
+				},
+				GroupBy: []parsers.SelectItem{
+					{Path: []string{"c", "key"}},
+				},
+				Table: parsers.Table{Value: "c"},
+			},
+			mockData,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"key": "a", "sum": 579.0},
+				map[string]interface{}{"key": "b", "sum": 789.0},
+			},
+		)
+	})
+}

query_executors/memory_executor/array_functions.go

@@ -7,17 +7,17 @@ import (
 	"github.com/pikami/cosmium/parsers"
 )
 
-func (c memoryExecutorContext) array_Concat(arguments []interface{}, row RowType) []interface{} {
+func (r rowContext) array_Concat(arguments []interface{}) []interface{} {
 	var result []interface{}
 	for _, arg := range arguments {
-		array := c.parseArray(arg, row)
+		array := r.parseArray(arg)
 		result = append(result, array...)
 	}
 	return result
 }
 
-func (c memoryExecutorContext) array_Length(arguments []interface{}, row RowType) int {
-	array := c.parseArray(arguments[0], row)
+func (r rowContext) array_Length(arguments []interface{}) int {
+	array := r.parseArray(arguments[0])
 	if array == nil {
 		return 0
 	}
@@ -25,15 +25,15 @@ func (c memoryExecutorContext) array_Length(arguments []interface{}, row RowType
 	return len(array)
 }
 
-func (c memoryExecutorContext) array_Slice(arguments []interface{}, row RowType) []interface{} {
+func (r rowContext) array_Slice(arguments []interface{}) []interface{} {
 	var ok bool
 	var start int
 	var length int
-	array := c.parseArray(arguments[0], row)
-	startEx := c.getFieldValue(arguments[1].(parsers.SelectItem), row)
+	array := r.parseArray(arguments[0])
+	startEx := r.resolveSelectItem(arguments[1].(parsers.SelectItem))
 
 	if arguments[2] != nil {
-		lengthEx := c.getFieldValue(arguments[2].(parsers.SelectItem), row)
+		lengthEx := r.resolveSelectItem(arguments[2].(parsers.SelectItem))
 
 		if length, ok = lengthEx.(int); !ok {
 			logger.Error("array_Slice - got length parameters of wrong type")
@@ -65,9 +65,9 @@ func (c memoryExecutorContext) array_Slice(arguments []interface{}, row RowType)
 	return array[start:end]
 }
 
-func (c memoryExecutorContext) set_Intersect(arguments []interface{}, row RowType) []interface{} {
-	set1 := c.parseArray(arguments[0], row)
-	set2 := c.parseArray(arguments[1], row)
+func (r rowContext) set_Intersect(arguments []interface{}) []interface{} {
+	set1 := r.parseArray(arguments[0])
+	set2 := r.parseArray(arguments[1])
 
 	intersection := make(map[interface{}]struct{})
 	if set1 == nil || set2 == nil {
@@ -88,9 +88,9 @@ func (c memoryExecutorContext) set_Intersect(arguments []interface{}, row RowTyp
 	return result
 }
 
-func (c memoryExecutorContext) set_Union(arguments []interface{}, row RowType) []interface{} {
-	set1 := c.parseArray(arguments[0], row)
-	set2 := c.parseArray(arguments[1], row)
+func (r rowContext) set_Union(arguments []interface{}) []interface{} {
+	set1 := r.parseArray(arguments[0])
+	set2 := r.parseArray(arguments[1])
 
 	var result []interface{}
 	union := make(map[interface{}]struct{})
@@ -111,9 +111,9 @@ func (c memoryExecutorContext) set_Union(arguments []interface{}, row RowType) [
 	return result
 }
 
-func (c memoryExecutorContext) parseArray(argument interface{}, row RowType) []interface{} {
+func (r rowContext) parseArray(argument interface{}) []interface{} {
 	exItem := argument.(parsers.SelectItem)
-	ex := c.getFieldValue(exItem, row)
+	ex := r.resolveSelectItem(exItem)
 
 	arrValue := reflect.ValueOf(ex)
 	if arrValue.Kind() != reflect.Slice {

query_executors/memory_executor/join_test.go

@@ -0,0 +1,86 @@
+package memoryexecutor_test
+
+import (
+	"testing"
+
+	"github.com/pikami/cosmium/parsers"
+	memoryexecutor "github.com/pikami/cosmium/query_executors/memory_executor"
+)
+
+func Test_Execute_Joins(t *testing.T) {
+	mockData := []memoryexecutor.RowType{
+		map[string]interface{}{
+			"id": 1,
+			"tags": []map[string]interface{}{
+				{"name": "a"},
+				{"name": "b"},
+			},
+		},
+		map[string]interface{}{
+			"id": 2,
+			"tags": []map[string]interface{}{
+				{"name": "b"},
+				{"name": "c"},
+			},
+		},
+	}
+
+	t.Run("Should execute JOIN on 'tags'", func(t *testing.T) {
+		testQueryExecute(
+			t,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{Path: []string{"c", "id"}},
+					{Path: []string{"cc", "name"}},
+				},
+				Table: parsers.Table{Value: "c"},
+				JoinItems: []parsers.JoinItem{
+					{
+						Table: parsers.Table{
+							Value: "cc",
+						},
+						SelectItem: parsers.SelectItem{
+							Path: []string{"c", "tags"},
+						},
+					},
+				},
+			},
+			mockData,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"id": 1, "name": "a"},
+				map[string]interface{}{"id": 1, "name": "b"},
+				map[string]interface{}{"id": 2, "name": "b"},
+				map[string]interface{}{"id": 2, "name": "c"},
+			},
+		)
+	})
+
+	t.Run("Should execute JOIN VALUE on 'tags'", func(t *testing.T) {
+		testQueryExecute(
+			t,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{Path: []string{"cc"}, IsTopLevel: true},
+				},
+				Table: parsers.Table{Value: "c"},
+				JoinItems: []parsers.JoinItem{
+					{
+						Table: parsers.Table{
+							Value: "cc",
+						},
+						SelectItem: parsers.SelectItem{
+							Path: []string{"c", "tags"},
+						},
+					},
+				},
+			},
+			mockData,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"name": "a"},
+				map[string]interface{}{"name": "b"},
+				map[string]interface{}{"name": "b"},
+				map[string]interface{}{"name": "c"},
+			},
+		)
+	})
+}

query_executors/memory_executor/math_functions.go

@@ -0,0 +1,615 @@
+package memoryexecutor
+
+import (
+	"math"
+	"math/rand"
+
+	"github.com/pikami/cosmium/internal/logger"
+	"github.com/pikami/cosmium/parsers"
+)
+
+func (r rowContext) math_Abs(arguments []interface{}) interface{} {
+	exItem := arguments[0].(parsers.SelectItem)
+	ex := r.resolveSelectItem(exItem)
+
+	switch val := ex.(type) {
+	case float64:
+		return math.Abs(val)
+	case int:
+		if val < 0 {
+			return -val
+		}
+		return val
+	default:
+		logger.Debug("math_Abs - got parameters of wrong type")
+		return 0
+	}
+}
+
+func (r rowContext) math_Acos(arguments []interface{}) interface{} {
+	exItem := arguments[0].(parsers.SelectItem)
+	ex := r.resolveSelectItem(exItem)
+
+	val, valIsNumber := numToFloat64(ex)
+	if !valIsNumber {
+		logger.Debug("math_Acos - got parameters of wrong type")
+		return nil
+	}
+
+	if val < -1 || val > 1 {
+		logger.Debug("math_Acos - value out of domain for acos")
+		return nil
+	}
+
+	return math.Acos(val) * 180 / math.Pi
+}
+
+func (r rowContext) math_Asin(arguments []interface{}) interface{} {
+	exItem := arguments[0].(parsers.SelectItem)
+	ex := r.resolveSelectItem(exItem)
+
+	val, valIsNumber := numToFloat64(ex)
+	if !valIsNumber {
+		logger.Debug("math_Asin - got parameters of wrong type")
+		return nil
+	}
+
+	if val < -1 || val > 1 {
+		logger.Debug("math_Asin - value out of domain for acos")
+		return nil
+	}
+
+	return math.Asin(val) * 180 / math.Pi
+}
+
+func (r rowContext) math_Atan(arguments []interface{}) interface{} {
+	exItem := arguments[0].(parsers.SelectItem)
+	ex := r.resolveSelectItem(exItem)
+
+	val, valIsNumber := numToFloat64(ex)
+	if !valIsNumber {
+		logger.Debug("math_Atan - got parameters of wrong type")
+		return nil
+	}
+
+	return math.Atan(val) * 180 / math.Pi
+}
+
+func (r rowContext) math_Ceiling(arguments []interface{}) interface{} {
+	exItem := arguments[0].(parsers.SelectItem)
+	ex := r.resolveSelectItem(exItem)
+
+	switch val := ex.(type) {
+	case float64:
+		return math.Ceil(val)
+	case int:
+		return val
+	default:
+		logger.Debug("math_Ceiling - got parameters of wrong type")
+		return 0
+	}
+}
+
+func (r rowContext) math_Cos(arguments []interface{}) interface{} {
+	exItem := arguments[0].(parsers.SelectItem)
+	ex := r.resolveSelectItem(exItem)
+
+	val, valIsNumber := numToFloat64(ex)
+	if !valIsNumber {
+		logger.Debug("math_Cos - got parameters of wrong type")
+		return nil
+	}
+
+	return math.Cos(val)
+}
+
+func (r rowContext) math_Cot(arguments []interface{}) interface{} {
+	exItem := arguments[0].(parsers.SelectItem)
+	ex := r.resolveSelectItem(exItem)
+
+	val, valIsNumber := numToFloat64(ex)
+	if !valIsNumber {
+		logger.Debug("math_Cot - got parameters of wrong type")
+		return nil
+	}
+
+	if val == 0 {
+		logger.Debug("math_Cot - cotangent undefined for zero")
+		return nil
+	}
+
+	return 1 / math.Tan(val)
+}
+
+func (r rowContext) math_Degrees(arguments []interface{}) interface{} {
+	exItem := arguments[0].(parsers.SelectItem)
+	ex := r.resolveSelectItem(exItem)
+
+	val, valIsNumber := numToFloat64(ex)
+	if !valIsNumber {
+		logger.Debug("math_Degrees - got parameters of wrong type")
+		return nil
+	}
+
+	return val * (180 / math.Pi)
+}
+
+func (r rowContext) math_Exp(arguments []interface{}) interface{} {
+	exItem := arguments[0].(parsers.SelectItem)
+	ex := r.resolveSelectItem(exItem)
+
+	val, valIsNumber := numToFloat64(ex)
+	if !valIsNumber {
+		logger.Debug("math_Exp - got parameters of wrong type")
+		return nil
+	}
+
+	return math.Exp(val)
+}
+
+func (r rowContext) math_Floor(arguments []interface{}) interface{} {
+	exItem := arguments[0].(parsers.SelectItem)
+	ex := r.resolveSelectItem(exItem)
+
+	switch val := ex.(type) {
+	case float64:
+		return math.Floor(val)
+	case int:
+		return val
+	default:
+		logger.Debug("math_Floor - got parameters of wrong type")
+		return 0
+	}
+}
+
+func (r rowContext) math_IntBitNot(arguments []interface{}) interface{} {
+	exItem := arguments[0].(parsers.SelectItem)
+	ex := r.resolveSelectItem(exItem)
+
+	switch val := ex.(type) {
+	case int:
+		return ^val
+	default:
+		logger.Debug("math_IntBitNot - got parameters of wrong type")
+		return nil
+	}
+}
+
+func (r rowContext) math_Log10(arguments []interface{}) interface{} {
+	exItem := arguments[0].(parsers.SelectItem)
+	ex := r.resolveSelectItem(exItem)
+
+	val, valIsNumber := numToFloat64(ex)
+	if !valIsNumber {
+		logger.Debug("math_Log10 - got parameters of wrong type")
+		return nil
+	}
+
+	if val <= 0 {
+		logger.Debug("math_Log10 - value must be greater than 0")
+		return nil
+	}
+
+	return math.Log10(val)
+}
+
+func (r rowContext) math_Radians(arguments []interface{}) interface{} {
+	exItem := arguments[0].(parsers.SelectItem)
+	ex := r.resolveSelectItem(exItem)
+
+	val, valIsNumber := numToFloat64(ex)
+	if !valIsNumber {
+		logger.Debug("math_Radians - got parameters of wrong type")
+		return nil
+	}
+
+	return val * (math.Pi / 180.0)
+}
+
+func (r rowContext) math_Round(arguments []interface{}) interface{} {
+	exItem := arguments[0].(parsers.SelectItem)
+	ex := r.resolveSelectItem(exItem)
+
+	switch val := ex.(type) {
+	case float64:
+		return math.Round(val)
+	case int:
+		return val
+	default:
+		logger.Debug("math_Round - got parameters of wrong type")
+		return nil
+	}
+}
+
+func (r rowContext) math_Sign(arguments []interface{}) interface{} {
+	exItem := arguments[0].(parsers.SelectItem)
+	ex := r.resolveSelectItem(exItem)
+
+	switch val := ex.(type) {
+	case float64:
+		if val > 0 {
+			return 1
+		} else if val < 0 {
+			return -1
+		} else {
+			return 0
+		}
+	case int:
+		if val > 0 {
+			return 1
+		} else if val < 0 {
+			return -1
+		} else {
+			return 0
+		}
+	default:
+		logger.Debug("math_Sign - got parameters of wrong type")
+		return nil
+	}
+}
+
+func (r rowContext) math_Sin(arguments []interface{}) interface{} {
+	exItem := arguments[0].(parsers.SelectItem)
+	ex := r.resolveSelectItem(exItem)
+
+	val, valIsNumber := numToFloat64(ex)
+	if !valIsNumber {
+		logger.Debug("math_Sin - got parameters of wrong type")
+		return nil
+	}
+
+	return math.Sin(val)
+}
+
+func (r rowContext) math_Sqrt(arguments []interface{}) interface{} {
+	exItem := arguments[0].(parsers.SelectItem)
+	ex := r.resolveSelectItem(exItem)
+
+	val, valIsNumber := numToFloat64(ex)
+	if !valIsNumber {
+		logger.Debug("math_Sqrt - got parameters of wrong type")
+		return nil
+	}
+
+	return math.Sqrt(val)
+}
+
+func (r rowContext) math_Square(arguments []interface{}) interface{} {
+	exItem := arguments[0].(parsers.SelectItem)
+	ex := r.resolveSelectItem(exItem)
+
+	val, valIsNumber := numToFloat64(ex)
+	if !valIsNumber {
+		logger.Debug("math_Square - got parameters of wrong type")
+		return nil
+	}
+
+	return math.Pow(val, 2)
+}
+
+func (r rowContext) math_Tan(arguments []interface{}) interface{} {
+	exItem := arguments[0].(parsers.SelectItem)
+	ex := r.resolveSelectItem(exItem)
+
+	val, valIsNumber := numToFloat64(ex)
+	if !valIsNumber {
+		logger.Debug("math_Tan - got parameters of wrong type")
+		return nil
+	}
+
+	return math.Tan(val)
+}
+
+func (r rowContext) math_Trunc(arguments []interface{}) interface{} {
+	exItem := arguments[0].(parsers.SelectItem)
+	ex := r.resolveSelectItem(exItem)
+
+	switch val := ex.(type) {
+	case float64:
+		return math.Trunc(val)
+	case int:
+		return float64(val)
+	default:
+		logger.Debug("math_Trunc - got parameters of wrong type")
+		return nil
+	}
+}
+
+func (r rowContext) math_Atn2(arguments []interface{}) interface{} {
+	exItem1 := arguments[0].(parsers.SelectItem)
+	exItem2 := arguments[1].(parsers.SelectItem)
+	ex1 := r.resolveSelectItem(exItem1)
+	ex2 := r.resolveSelectItem(exItem2)
+
+	y, yIsNumber := numToFloat64(ex1)
+	x, xIsNumber := numToFloat64(ex2)
+
+	if !yIsNumber || !xIsNumber {
+		logger.Debug("math_Atn2 - got parameters of wrong type")
+		return nil
+	}
+
+	return math.Atan2(y, x)
+}
+
+func (r rowContext) math_IntAdd(arguments []interface{}) interface{} {
+	exItem1 := arguments[0].(parsers.SelectItem)
+	exItem2 := arguments[1].(parsers.SelectItem)
+	ex1 := r.resolveSelectItem(exItem1)
+	ex2 := r.resolveSelectItem(exItem2)
+
+	ex1Number, ex1IsNumber := numToInt(ex1)
+	ex2Number, ex2IsNumber := numToInt(ex2)
+
+	if !ex1IsNumber || !ex2IsNumber {
+		logger.Debug("math_IntAdd - got parameters of wrong type")
+		return nil
+	}
+
+	return ex1Number + ex2Number
+}
+
+func (r rowContext) math_IntBitAnd(arguments []interface{}) interface{} {
+	exItem1 := arguments[0].(parsers.SelectItem)
+	exItem2 := arguments[1].(parsers.SelectItem)
+	ex1 := r.resolveSelectItem(exItem1)
+	ex2 := r.resolveSelectItem(exItem2)
+
+	ex1Int, ex1IsInt := numToInt(ex1)
+	ex2Int, ex2IsInt := numToInt(ex2)
+
+	if !ex1IsInt || !ex2IsInt {
+		logger.Debug("math_IntBitAnd - got parameters of wrong type")
+		return nil
+	}
+
+	return ex1Int & ex2Int
+}
+
+func (r rowContext) math_IntBitLeftShift(arguments []interface{}) interface{} {
+	exItem1 := arguments[0].(parsers.SelectItem)
+	exItem2 := arguments[1].(parsers.SelectItem)
+	ex1 := r.resolveSelectItem(exItem1)
+	ex2 := r.resolveSelectItem(exItem2)
+
+	num1, num1IsInt := numToInt(ex1)
+	num2, num2IsInt := numToInt(ex2)
+
+	if !num1IsInt || !num2IsInt {
+		logger.Debug("math_IntBitLeftShift - got parameters of wrong type")
+		return nil
+	}
+
+	return num1 << uint(num2)
+}
+
+func (r rowContext) math_IntBitOr(arguments []interface{}) interface{} {
+	exItem1 := arguments[0].(parsers.SelectItem)
+	exItem2 := arguments[1].(parsers.SelectItem)
+	ex1 := r.resolveSelectItem(exItem1)
+	ex2 := r.resolveSelectItem(exItem2)
+
+	num1, num1IsInt := ex1.(int)
+	num2, num2IsInt := ex2.(int)
+
+	if !num1IsInt || !num2IsInt {
+		logger.Debug("math_IntBitOr - got parameters of wrong type")
+		return nil
+	}
+
+	return num1 | num2
+}
+
+func (r rowContext) math_IntBitRightShift(arguments []interface{}) interface{} {
+	exItem1 := arguments[0].(parsers.SelectItem)
+	exItem2 := arguments[1].(parsers.SelectItem)
+	ex1 := r.resolveSelectItem(exItem1)
+	ex2 := r.resolveSelectItem(exItem2)
+
+	num1, num1IsInt := numToInt(ex1)
+	num2, num2IsInt := numToInt(ex2)
+
+	if !num1IsInt || !num2IsInt {
+		logger.Debug("math_IntBitRightShift - got parameters of wrong type")
+		return nil
+	}
+
+	return num1 >> uint(num2)
+}
+
+func (r rowContext) math_IntBitXor(arguments []interface{}) interface{} {
+	exItem1 := arguments[0].(parsers.SelectItem)
+	exItem2 := arguments[1].(parsers.SelectItem)
+	ex1 := r.resolveSelectItem(exItem1)
+	ex2 := r.resolveSelectItem(exItem2)
+
+	num1, num1IsInt := ex1.(int)
+	num2, num2IsInt := ex2.(int)
+
+	if !num1IsInt || !num2IsInt {
+		logger.Debug("math_IntBitXor - got parameters of wrong type")
+		return nil
+	}
+
+	return num1 ^ num2
+}
+
+func (r rowContext) math_IntDiv(arguments []interface{}) interface{} {
+	exItem1 := arguments[0].(parsers.SelectItem)
+	exItem2 := arguments[1].(parsers.SelectItem)
+	ex1 := r.resolveSelectItem(exItem1)
+	ex2 := r.resolveSelectItem(exItem2)
+
+	num1, num1IsInt := ex1.(int)
+	num2, num2IsInt := ex2.(int)
+
+	if !num1IsInt || !num2IsInt || num2 == 0 {
+		logger.Debug("math_IntDiv - got parameters of wrong type or divide by zero")
+		return nil
+	}
+
+	return num1 / num2
+}
+
+func (r rowContext) math_IntMul(arguments []interface{}) interface{} {
+	exItem1 := arguments[0].(parsers.SelectItem)
+	exItem2 := arguments[1].(parsers.SelectItem)
+	ex1 := r.resolveSelectItem(exItem1)
+	ex2 := r.resolveSelectItem(exItem2)
+
+	num1, num1IsInt := ex1.(int)
+	num2, num2IsInt := ex2.(int)
+
+	if !num1IsInt || !num2IsInt {
+		logger.Debug("math_IntMul - got parameters of wrong type")
+		return nil
+	}
+
+	return num1 * num2
+}
+
+func (r rowContext) math_IntSub(arguments []interface{}) interface{} {
+	exItem1 := arguments[0].(parsers.SelectItem)
+	exItem2 := arguments[1].(parsers.SelectItem)
+	ex1 := r.resolveSelectItem(exItem1)
+	ex2 := r.resolveSelectItem(exItem2)
+
+	num1, num1IsInt := ex1.(int)
+	num2, num2IsInt := ex2.(int)
+
+	if !num1IsInt || !num2IsInt {
+		logger.Debug("math_IntSub - got parameters of wrong type")
+		return nil
+	}
+
+	return num1 - num2
+}
+
+func (r rowContext) math_IntMod(arguments []interface{}) interface{} {
+	exItem1 := arguments[0].(parsers.SelectItem)
+	exItem2 := arguments[1].(parsers.SelectItem)
+	ex1 := r.resolveSelectItem(exItem1)
+	ex2 := r.resolveSelectItem(exItem2)
+
+	num1, num1IsInt := ex1.(int)
+	num2, num2IsInt := ex2.(int)
+
+	if !num1IsInt || !num2IsInt || num2 == 0 {
+		logger.Debug("math_IntMod - got parameters of wrong type or divide by zero")
+		return nil
+	}
+
+	return num1 % num2
+}
+
+func (r rowContext) math_Power(arguments []interface{}) interface{} {
+	exItem1 := arguments[0].(parsers.SelectItem)
+	exItem2 := arguments[1].(parsers.SelectItem)
+	ex1 := r.resolveSelectItem(exItem1)
+	ex2 := r.resolveSelectItem(exItem2)
+
+	base, baseIsNumber := numToFloat64(ex1)
+	exponent, exponentIsNumber := numToFloat64(ex2)
+
+	if !baseIsNumber || !exponentIsNumber {
+		logger.Debug("math_Power - got parameters of wrong type")
+		return nil
+	}
+
+	return math.Pow(base, exponent)
+}
+
+func (r rowContext) math_Log(arguments []interface{}) interface{} {
+	exItem1 := arguments[0].(parsers.SelectItem)
+	ex := r.resolveSelectItem(exItem1)
+
+	var base float64 = math.E
+	if len(arguments) > 1 {
+		exItem2 := arguments[1].(parsers.SelectItem)
+		baseValueObject := r.resolveSelectItem(exItem2)
+		baseValue, baseValueIsNumber := numToFloat64(baseValueObject)
+
+		if !baseValueIsNumber {
+			logger.Debug("math_Log - base parameter must be a numeric value")
+			return nil
+		}
+
+		if baseValue > 0 && baseValue != 1 {
+			base = baseValue
+		} else {
+			logger.Debug("math_Log - base must be greater than 0 and not equal to 1")
+			return nil
+		}
+	}
+
+	num, numIsNumber := numToFloat64(ex)
+	if !numIsNumber || num <= 0 {
+		logger.Debug("math_Log - parameter must be a positive numeric value")
+		return nil
+	}
+
+	return math.Log(num) / math.Log(base)
+}
+
+func (r rowContext) math_NumberBin(arguments []interface{}) interface{} {
+	exItem1 := arguments[0].(parsers.SelectItem)
+	ex := r.resolveSelectItem(exItem1)
+
+	binSize := 1.0
+
+	if len(arguments) > 1 {
+		exItem2 := arguments[1].(parsers.SelectItem)
+		binSizeValueObject := r.resolveSelectItem(exItem2)
+		binSizeValue, binSizeValueIsNumber := numToFloat64(binSizeValueObject)
+
+		if !binSizeValueIsNumber {
+			logger.Debug("math_NumberBin - base parameter must be a numeric value")
+			return nil
+		}
+
+		if binSizeValue != 0 {
+			binSize = binSizeValue
+		} else {
+			logger.Debug("math_NumberBin - base must not be equal to 0")
+			return nil
+		}
+	}
+
+	num, numIsNumber := numToFloat64(ex)
+	if !numIsNumber {
+		logger.Debug("math_NumberBin - parameter must be a numeric value")
+		return nil
+	}
+
+	return math.Floor(num/binSize) * binSize
+}
+
+func (r rowContext) math_Pi() interface{} {
+	return math.Pi
+}
+
+func (r rowContext) math_Rand() interface{} {
+	return rand.Float64()
+}
+
+func numToInt(ex interface{}) (int, bool) {
+	switch val := ex.(type) {
+	case float64:
+		return int(val), true
+	case int:
+		return val, true
+	default:
+		return 0, false
+	}
+}
+
+func numToFloat64(num interface{}) (float64, bool) {
+	switch val := num.(type) {
+	case float64:
+		return val, true
+	case int:
+		return float64(val), true
+	default:
+		return 0, false
+	}
+}

query_executors/memory_executor/math_functions_test.go

@@ -0,0 +1,269 @@
+package memoryexecutor_test
+
+import (
+	"math"
+	"testing"
+
+	"github.com/pikami/cosmium/parsers"
+	memoryexecutor "github.com/pikami/cosmium/query_executors/memory_executor"
+)
+
+func Test_Execute_MathFunctions(t *testing.T) {
+	mockData := []memoryexecutor.RowType{
+		map[string]interface{}{"id": 1, "value": 0.0},
+		map[string]interface{}{"id": 2, "value": 1.0},
+		map[string]interface{}{"id": 3, "value": -1.0},
+		map[string]interface{}{"id": 4, "value": 0.5},
+		map[string]interface{}{"id": 5, "value": -0.5},
+		map[string]interface{}{"id": 6, "value": 0.707},
+		map[string]interface{}{"id": 7, "value": -0.707},
+		map[string]interface{}{"id": 8, "value": 0.866},
+		map[string]interface{}{"id": 9, "value": -0.866},
+	}
+
+	mockDataInts := []memoryexecutor.RowType{
+		map[string]interface{}{"id": 1, "value": -1},
+		map[string]interface{}{"id": 2, "value": 0},
+		map[string]interface{}{"id": 3, "value": 1},
+		map[string]interface{}{"id": 4, "value": 5},
+	}
+
+	t.Run("Should execute function ABS(value)", func(t *testing.T) {
+		testMathFunctionExecute(
+			t,
+			parsers.FunctionCallMathAbs,
+			mockData,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"value": 0.0, "result": 0.0},
+				map[string]interface{}{"value": 1.0, "result": 1.0},
+				map[string]interface{}{"value": -1.0, "result": 1.0},
+				map[string]interface{}{"value": 0.5, "result": 0.5},
+				map[string]interface{}{"value": -0.5, "result": 0.5},
+				map[string]interface{}{"value": 0.707, "result": 0.707},
+				map[string]interface{}{"value": -0.707, "result": 0.707},
+				map[string]interface{}{"value": 0.866, "result": 0.866},
+				map[string]interface{}{"value": -0.866, "result": 0.866},
+			},
+		)
+	})
+
+	t.Run("Should execute function ACOS(cosine)", func(t *testing.T) {
+		testMathFunctionExecute(
+			t,
+			parsers.FunctionCallMathAcos,
+			mockData,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"value": 0.0, "result": math.Acos(0.0) * 180 / math.Pi},
+				map[string]interface{}{"value": 1.0, "result": math.Acos(1.0) * 180 / math.Pi},
+				map[string]interface{}{"value": -1.0, "result": math.Acos(-1.0) * 180 / math.Pi},
+				map[string]interface{}{"value": 0.5, "result": math.Acos(0.5) * 180 / math.Pi},
+				map[string]interface{}{"value": -0.5, "result": math.Acos(-0.5) * 180 / math.Pi},
+				map[string]interface{}{"value": 0.707, "result": math.Acos(0.707) * 180 / math.Pi},
+				map[string]interface{}{"value": -0.707, "result": math.Acos(-0.707) * 180 / math.Pi},
+				map[string]interface{}{"value": 0.866, "result": math.Acos(0.866) * 180 / math.Pi},
+				map[string]interface{}{"value": -0.866, "result": math.Acos(-0.866) * 180 / math.Pi},
+			},
+		)
+	})
+
+	t.Run("Should execute function ASIN(value)", func(t *testing.T) {
+		testMathFunctionExecute(
+			t,
+			parsers.FunctionCallMathAsin,
+			mockData,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"value": 0.0, "result": math.Asin(0.0) * 180 / math.Pi},
+				map[string]interface{}{"value": 1.0, "result": math.Asin(1.0) * 180 / math.Pi},
+				map[string]interface{}{"value": -1.0, "result": math.Asin(-1.0) * 180 / math.Pi},
+				map[string]interface{}{"value": 0.5, "result": math.Asin(0.5) * 180 / math.Pi},
+				map[string]interface{}{"value": -0.5, "result": math.Asin(-0.5) * 180 / math.Pi},
+				map[string]interface{}{"value": 0.707, "result": math.Asin(0.707) * 180 / math.Pi},
+				map[string]interface{}{"value": -0.707, "result": math.Asin(-0.707) * 180 / math.Pi},
+				map[string]interface{}{"value": 0.866, "result": math.Asin(0.866) * 180 / math.Pi},
+				map[string]interface{}{"value": -0.866, "result": math.Asin(-0.866) * 180 / math.Pi},
+			},
+		)
+	})
+
+	t.Run("Should execute function ATAN(tangent)", func(t *testing.T) {
+		testMathFunctionExecute(
+			t,
+			parsers.FunctionCallMathAtan,
+			mockData,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"value": 0.0, "result": math.Atan(0.0) * 180 / math.Pi},
+				map[string]interface{}{"value": 1.0, "result": math.Atan(1.0) * 180 / math.Pi},
+				map[string]interface{}{"value": -1.0, "result": math.Atan(-1.0) * 180 / math.Pi},
+				map[string]interface{}{"value": 0.5, "result": math.Atan(0.5) * 180 / math.Pi},
+				map[string]interface{}{"value": -0.5, "result": math.Atan(-0.5) * 180 / math.Pi},
+				map[string]interface{}{"value": 0.707, "result": math.Atan(0.707) * 180 / math.Pi},
+				map[string]interface{}{"value": -0.707, "result": math.Atan(-0.707) * 180 / math.Pi},
+				map[string]interface{}{"value": 0.866, "result": math.Atan(0.866) * 180 / math.Pi},
+				map[string]interface{}{"value": -0.866, "result": math.Atan(-0.866) * 180 / math.Pi},
+			},
+		)
+	})
+
+	t.Run("Should execute function COS(value)", func(t *testing.T) {
+		testMathFunctionExecute(
+			t,
+			parsers.FunctionCallMathCos,
+			mockData,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"value": 0.0, "result": math.Cos(0.0)},
+				map[string]interface{}{"value": 1.0, "result": math.Cos(1.0)},
+				map[string]interface{}{"value": -1.0, "result": math.Cos(-1.0)},
+				map[string]interface{}{"value": 0.5, "result": math.Cos(0.5)},
+				map[string]interface{}{"value": -0.5, "result": math.Cos(-0.5)},
+				map[string]interface{}{"value": 0.707, "result": math.Cos(0.707)},
+				map[string]interface{}{"value": -0.707, "result": math.Cos(-0.707)},
+				map[string]interface{}{"value": 0.866, "result": math.Cos(0.866)},
+				map[string]interface{}{"value": -0.866, "result": math.Cos(-0.866)},
+			},
+		)
+	})
+
+	t.Run("Should execute function COT(value)", func(t *testing.T) {
+		testMathFunctionExecute(
+			t,
+			parsers.FunctionCallMathCot,
+			mockData,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"value": 0.0, "result": nil},
+				map[string]interface{}{"value": 1.0, "result": 1 / math.Tan(1.0)},
+				map[string]interface{}{"value": -1.0, "result": 1 / math.Tan(-1.0)},
+				map[string]interface{}{"value": 0.5, "result": 1 / math.Tan(0.5)},
+				map[string]interface{}{"value": -0.5, "result": 1 / math.Tan(-0.5)},
+				map[string]interface{}{"value": 0.707, "result": 1 / math.Tan(0.707)},
+				map[string]interface{}{"value": -0.707, "result": 1 / math.Tan(-0.707)},
+				map[string]interface{}{"value": 0.866, "result": 1 / math.Tan(0.866)},
+				map[string]interface{}{"value": -0.866, "result": 1 / math.Tan(-0.866)},
+			},
+		)
+	})
+
+	t.Run("Should execute function Degrees(value)", func(t *testing.T) {
+		testMathFunctionExecute(
+			t,
+			parsers.FunctionCallMathDegrees,
+			mockData,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"value": 0.0, "result": 0.0 * (180 / math.Pi)},
+				map[string]interface{}{"value": 1.0, "result": 1.0 * (180 / math.Pi)},
+				map[string]interface{}{"value": -1.0, "result": -1.0 * (180 / math.Pi)},
+				map[string]interface{}{"value": 0.5, "result": 0.5 * (180 / math.Pi)},
+				map[string]interface{}{"value": -0.5, "result": -0.5 * (180 / math.Pi)},
+				map[string]interface{}{"value": 0.707, "result": 0.707 * (180 / math.Pi)},
+				map[string]interface{}{"value": -0.707, "result": -0.707 * (180 / math.Pi)},
+				map[string]interface{}{"value": 0.866, "result": 0.866 * (180 / math.Pi)},
+				map[string]interface{}{"value": -0.866, "result": -0.866 * (180 / math.Pi)},
+			},
+		)
+	})
+
+	t.Run("Should execute function EXP(value)", func(t *testing.T) {
+		testMathFunctionExecute(
+			t,
+			parsers.FunctionCallMathExp,
+			mockData,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"value": 0.0, "result": math.Exp(0.0)},
+				map[string]interface{}{"value": 1.0, "result": math.Exp(1.0)},
+				map[string]interface{}{"value": -1.0, "result": math.Exp(-1.0)},
+				map[string]interface{}{"value": 0.5, "result": math.Exp(0.5)},
+				map[string]interface{}{"value": -0.5, "result": math.Exp(-0.5)},
+				map[string]interface{}{"value": 0.707, "result": math.Exp(0.707)},
+				map[string]interface{}{"value": -0.707, "result": math.Exp(-0.707)},
+				map[string]interface{}{"value": 0.866, "result": math.Exp(0.866)},
+				map[string]interface{}{"value": -0.866, "result": math.Exp(-0.866)},
+			},
+		)
+	})
+
+	t.Run("Should execute function FLOOR(value)", func(t *testing.T) {
+		testMathFunctionExecute(
+			t,
+			parsers.FunctionCallMathFloor,
+			mockData,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"value": 0.0, "result": math.Floor(0.0)},
+				map[string]interface{}{"value": 1.0, "result": math.Floor(1.0)},
+				map[string]interface{}{"value": -1.0, "result": math.Floor(-1.0)},
+				map[string]interface{}{"value": 0.5, "result": math.Floor(0.5)},
+				map[string]interface{}{"value": -0.5, "result": math.Floor(-0.5)},
+				map[string]interface{}{"value": 0.707, "result": math.Floor(0.707)},
+				map[string]interface{}{"value": -0.707, "result": math.Floor(-0.707)},
+				map[string]interface{}{"value": 0.866, "result": math.Floor(0.866)},
+				map[string]interface{}{"value": -0.866, "result": math.Floor(-0.866)},
+			},
+		)
+	})
+
+	t.Run("Should execute function IntBitNot(value)", func(t *testing.T) {
+		testMathFunctionExecute(
+			t,
+			parsers.FunctionCallMathIntBitNot,
+			mockDataInts,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"value": -1, "result": ^-1},
+				map[string]interface{}{"value": 0, "result": ^0},
+				map[string]interface{}{"value": 1, "result": ^1},
+				map[string]interface{}{"value": 5, "result": ^5},
+			},
+		)
+	})
+
+	t.Run("Should execute function LOG10(value)", func(t *testing.T) {
+		testMathFunctionExecute(
+			t,
+			parsers.FunctionCallMathLog10,
+			mockData,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"value": 0.0, "result": nil},
+				map[string]interface{}{"value": 1.0, "result": math.Log10(1.0)},
+				map[string]interface{}{"value": -1.0, "result": nil},
+				map[string]interface{}{"value": 0.5, "result": math.Log10(0.5)},
+				map[string]interface{}{"value": -0.5, "result": nil},
+				map[string]interface{}{"value": 0.707, "result": math.Log10(0.707)},
+				map[string]interface{}{"value": -0.707, "result": nil},
+				map[string]interface{}{"value": 0.866, "result": math.Log10(0.866)},
+				map[string]interface{}{"value": -0.866, "result": nil},
+			},
+		)
+	})
+}
+
+func testMathFunctionExecute(
+	t *testing.T,
+	functionCallType parsers.FunctionCallType,
+	data []memoryexecutor.RowType,
+	expectedData []memoryexecutor.RowType,
+) {
+	testQueryExecute(
+		t,
+		parsers.SelectStmt{
+			SelectItems: []parsers.SelectItem{
+				{
+					Path: []string{"c", "value"},
+					Type: parsers.SelectItemTypeField,
+				},
+				{
+					Alias: "result",
+					Type:  parsers.SelectItemTypeFunctionCall,
+					Value: parsers.FunctionCall{
+						Type: functionCallType,
+						Arguments: []interface{}{
+							parsers.SelectItem{
+								Path: []string{"c", "value"},
+								Type: parsers.SelectItemTypeField,
+							},
+						},
+					},
+				},
+			},
+			Table: parsers.Table{Value: "c"},
+		},
+		data,
+		expectedData,
+	)
+}

query_executors/memory_executor/memory_executor.go

@@ -4,301 +4,229 @@ import (
 	"fmt"
 	"reflect"
 	"sort"
+	"strconv"
 	"strings"
 
 	"github.com/pikami/cosmium/internal/logger"
 	"github.com/pikami/cosmium/parsers"
+	"golang.org/x/exp/slices"
 )
 
 type RowType interface{}
-type ExpressionType interface{}
-
-type memoryExecutorContext struct {
-	parameters map[string]interface{}
+type rowContext struct {
+	tables       map[string]RowType
+	parameters   map[string]interface{}
+	grouppedRows []rowContext
 }
 
-func Execute(query parsers.SelectStmt, data []RowType) []RowType {
-	ctx := memoryExecutorContext{
-		parameters: query.Parameters,
+func ExecuteQuery(query parsers.SelectStmt, documents []RowType) []RowType {
+	currentDocuments := make([]rowContext, 0)
+	for _, doc := range documents {
+		currentDocuments = append(currentDocuments, resolveFrom(query, doc)...)
 	}
 
-	result := make([]RowType, 0)
+	// Handle JOINS
+	nextDocuments := make([]rowContext, 0)
+	for _, currentDocument := range currentDocuments {
+		rowContexts := currentDocument.handleJoin(query)
+		nextDocuments = append(nextDocuments, rowContexts...)
+	}
+	currentDocuments = nextDocuments
 
-	// Apply Filter
-	for _, row := range data {
-		if ctx.evaluateFilters(query.Filters, row) {
-			result = append(result, row)
+	// Apply filters
+	nextDocuments = make([]rowContext, 0)
+	for _, currentDocument := range currentDocuments {
+		if currentDocument.applyFilters(query.Filters) {
+			nextDocuments = append(nextDocuments, currentDocument)
 		}
 	}
+	currentDocuments = nextDocuments
 
 	// Apply order
-	if query.OrderExpressions != nil && len(query.OrderExpressions) > 0 {
-		ctx.orderBy(query.OrderExpressions, result)
+	if len(query.OrderExpressions) > 0 {
+		applyOrder(currentDocuments, query.OrderExpressions)
+	}
+
+	// Apply group by
+	if len(query.GroupBy) > 0 {
+		currentDocuments = applyGroupBy(currentDocuments, query.GroupBy)
 	}
 
 	// Apply select
-	selectedData := make([]RowType, 0)
-	for _, row := range result {
-		selectedData = append(selectedData, ctx.selectRow(query.SelectItems, row))
-	}
-	result = selectedData
+	projectedDocuments := applyProjection(currentDocuments, query.SelectItems, query.GroupBy)
 
 	// Apply distinct
 	if query.Distinct {
-		result = deduplicate(result)
+		projectedDocuments = deduplicate(projectedDocuments)
 	}
 
 	// Apply result limit
-	if query.Count > 0 {
-		count := func() int {
-			if len(result) < query.Count {
-				return len(result)
-			}
-			return query.Count
-		}()
-		result = result[:count]
+	if query.Count > 0 && len(projectedDocuments) > query.Count {
+		projectedDocuments = projectedDocuments[:query.Count]
 	}
 
-	return result
+	return projectedDocuments
 }
 
-func (c memoryExecutorContext) selectRow(selectItems []parsers.SelectItem, row RowType) interface{} {
-	// When the first value is top level, select it instead
-	if len(selectItems) > 0 && selectItems[0].IsTopLevel {
-		return c.getFieldValue(selectItems[0], row)
-	}
-
-	// Construct a new row based on the selected columns
-	newRow := make(map[string]interface{})
-	for index, column := range selectItems {
-		destinationName := column.Alias
-		if destinationName == "" {
-			if len(column.Path) > 0 {
-				destinationName = column.Path[len(column.Path)-1]
-			} else {
-				destinationName = fmt.Sprintf("$%d", index+1)
-			}
+func resolveFrom(query parsers.SelectStmt, doc RowType) []rowContext {
+	initialRow, gotParentContext := doc.(rowContext)
+	if !gotParentContext {
+		var initialTableName string
+		if query.Table.SelectItem.Type == parsers.SelectItemTypeSubQuery {
+			initialTableName = query.Table.SelectItem.Value.(parsers.SelectStmt).Table.Value
 		}
 
-		newRow[destinationName] = c.getFieldValue(column, row)
+		if initialTableName == "" {
+			initialTableName = query.Table.Value
+		}
+
+		initialRow = rowContext{
+			parameters: query.Parameters,
+			tables: map[string]RowType{
+				initialTableName: doc,
+			},
+		}
 	}
 
-	return newRow
+	if query.Table.SelectItem.Path != nil || query.Table.SelectItem.Type == parsers.SelectItemTypeSubQuery {
+		destinationTableName := query.Table.SelectItem.Alias
+		if destinationTableName == "" {
+			destinationTableName = query.Table.Value
+		}
+
+		selectValue := initialRow.parseArray(query.Table.SelectItem)
+		rowContexts := make([]rowContext, len(selectValue))
+		for i, newRowData := range selectValue {
+			rowContexts[i].parameters = initialRow.parameters
+			rowContexts[i].tables = copyMap(initialRow.tables)
+			rowContexts[i].tables[destinationTableName] = newRowData
+		}
+		return rowContexts
+	}
+
+	return []rowContext{initialRow}
 }
 
-func (c memoryExecutorContext) evaluateFilters(expr ExpressionType, row RowType) bool {
-	if expr == nil {
+func (r rowContext) handleJoin(query parsers.SelectStmt) []rowContext {
+	currentDocuments := []rowContext{r}
+
+	for _, joinItem := range query.JoinItems {
+		nextDocuments := make([]rowContext, 0)
+		for _, currentDocument := range currentDocuments {
+			joinedItems := currentDocument.resolveJoinItemSelect(joinItem.SelectItem)
+			for _, joinedItem := range joinedItems {
+				tablesCopy := copyMap(currentDocument.tables)
+				tablesCopy[joinItem.Table.Value] = joinedItem
+				nextDocuments = append(nextDocuments, rowContext{
+					parameters: currentDocument.parameters,
+					tables:     tablesCopy,
+				})
+			}
+		}
+		currentDocuments = nextDocuments
+	}
+
+	return currentDocuments
+}
+
+func (r rowContext) resolveJoinItemSelect(selectItem parsers.SelectItem) []RowType {
+	if selectItem.Path != nil || selectItem.Type == parsers.SelectItemTypeSubQuery {
+		selectValue := r.parseArray(selectItem)
+		documents := make([]RowType, len(selectValue))
+		for i, newRowData := range selectValue {
+			documents[i] = newRowData
+		}
+		return documents
+	}
+
+	return []RowType{}
+}
+
+func (r rowContext) applyFilters(filters interface{}) bool {
+	if filters == nil {
 		return true
 	}
 
-	switch typedValue := expr.(type) {
+	switch typedFilters := filters.(type) {
 	case parsers.ComparisonExpression:
-		leftValue := c.getExpressionParameterValue(typedValue.Left, row)
-		rightValue := c.getExpressionParameterValue(typedValue.Right, row)
-
-		cmp := compareValues(leftValue, rightValue)
-		switch typedValue.Operation {
-		case "=":
-			return cmp == 0
-		case "!=":
-			return cmp != 0
-		case "<":
-			return cmp < 0
-		case ">":
-			return cmp > 0
-		case "<=":
-			return cmp <= 0
-		case ">=":
-			return cmp >= 0
-		}
+		return r.filters_ComparisonExpression(typedFilters)
 	case parsers.LogicalExpression:
-		var result bool
-		for i, expression := range typedValue.Expressions {
-			expressionResult := c.evaluateFilters(expression, row)
-			if i == 0 {
-				result = expressionResult
-			}
-
-			switch typedValue.Operation {
-			case parsers.LogicalExpressionTypeAnd:
-				result = result && expressionResult
-				if !result {
-					return false
-				}
-			case parsers.LogicalExpressionTypeOr:
-				result = result || expressionResult
-				if result {
-					return true
-				}
-			}
-		}
-		return result
+		return r.filters_LogicalExpression(typedFilters)
 	case parsers.Constant:
-		if value, ok := typedValue.Value.(bool); ok {
+		if value, ok := typedFilters.Value.(bool); ok {
 			return value
 		}
 		return false
 	case parsers.SelectItem:
-		resolvedValue := c.getFieldValue(typedValue, row)
+		resolvedValue := r.resolveSelectItem(typedFilters)
 		if value, ok := resolvedValue.(bool); ok {
 			return value
 		}
 	}
+
 	return false
 }
 
-func (c memoryExecutorContext) getFieldValue(field parsers.SelectItem, row RowType) interface{} {
-	if field.Type == parsers.SelectItemTypeArray {
-		arrayValue := make([]interface{}, 0)
-		for _, selectItem := range field.SelectItems {
-			arrayValue = append(arrayValue, c.getFieldValue(selectItem, row))
-		}
-		return arrayValue
+func (r rowContext) filters_ComparisonExpression(expression parsers.ComparisonExpression) bool {
+	leftExpression, leftExpressionOk := expression.Left.(parsers.SelectItem)
+	rightExpression, rightExpressionOk := expression.Right.(parsers.SelectItem)
+
+	if !leftExpressionOk || !rightExpressionOk {
+		logger.Error("ComparisonExpression has incorrect Left or Right type")
+		return false
 	}
 
-	if field.Type == parsers.SelectItemTypeObject {
-		objectValue := make(map[string]interface{})
-		for _, selectItem := range field.SelectItems {
-			objectValue[selectItem.Alias] = c.getFieldValue(selectItem, row)
-		}
-		return objectValue
+	leftValue := r.resolveSelectItem(leftExpression)
+	rightValue := r.resolveSelectItem(rightExpression)
+
+	cmp := compareValues(leftValue, rightValue)
+	switch expression.Operation {
+	case "=":
+		return cmp == 0
+	case "!=":
+		return cmp != 0
+	case "<":
+		return cmp < 0
+	case ">":
+		return cmp > 0
+	case "<=":
+		return cmp <= 0
+	case ">=":
+		return cmp >= 0
 	}
 
-	if field.Type == parsers.SelectItemTypeConstant {
-		var typedValue parsers.Constant
-		var ok bool
-		if typedValue, ok = field.Value.(parsers.Constant); !ok {
-			// TODO: Handle error
-			logger.Error("parsers.Constant has incorrect Value type")
+	return false
+}
+
+func (r rowContext) filters_LogicalExpression(expression parsers.LogicalExpression) bool {
+	var result bool
+	for i, subExpression := range expression.Expressions {
+		expressionResult := r.applyFilters(subExpression)
+		if i == 0 {
+			result = expressionResult
 		}
 
-		if typedValue.Type == parsers.ConstantTypeParameterConstant &&
-			c.parameters != nil {
-			if key, ok := typedValue.Value.(string); ok {
-				return c.parameters[key]
+		switch expression.Operation {
+		case parsers.LogicalExpressionTypeAnd:
+			result = result && expressionResult
+			if !result {
+				return false
 			}
-		}
-
-		return typedValue.Value
-	}
-
-	if field.Type == parsers.SelectItemTypeFunctionCall {
-		var typedValue parsers.FunctionCall
-		var ok bool
-		if typedValue, ok = field.Value.(parsers.FunctionCall); !ok {
-			// TODO: Handle error
-			logger.Error("parsers.Constant has incorrect Value type")
-		}
-
-		switch typedValue.Type {
-		case parsers.FunctionCallStringEquals:
-			return c.strings_StringEquals(typedValue.Arguments, row)
-		case parsers.FunctionCallContains:
-			return c.strings_Contains(typedValue.Arguments, row)
-		case parsers.FunctionCallEndsWith:
-			return c.strings_EndsWith(typedValue.Arguments, row)
-		case parsers.FunctionCallStartsWith:
-			return c.strings_StartsWith(typedValue.Arguments, row)
-		case parsers.FunctionCallConcat:
-			return c.strings_Concat(typedValue.Arguments, row)
-		case parsers.FunctionCallIndexOf:
-			return c.strings_IndexOf(typedValue.Arguments, row)
-		case parsers.FunctionCallToString:
-			return c.strings_ToString(typedValue.Arguments, row)
-		case parsers.FunctionCallUpper:
-			return c.strings_Upper(typedValue.Arguments, row)
-		case parsers.FunctionCallLower:
-			return c.strings_Lower(typedValue.Arguments, row)
-		case parsers.FunctionCallLeft:
-			return c.strings_Left(typedValue.Arguments, row)
-		case parsers.FunctionCallLength:
-			return c.strings_Length(typedValue.Arguments, row)
-		case parsers.FunctionCallLTrim:
-			return c.strings_LTrim(typedValue.Arguments, row)
-		case parsers.FunctionCallReplace:
-			return c.strings_Replace(typedValue.Arguments, row)
-		case parsers.FunctionCallReplicate:
-			return c.strings_Replicate(typedValue.Arguments, row)
-		case parsers.FunctionCallReverse:
-			return c.strings_Reverse(typedValue.Arguments, row)
-		case parsers.FunctionCallRight:
-			return c.strings_Right(typedValue.Arguments, row)
-		case parsers.FunctionCallRTrim:
-			return c.strings_RTrim(typedValue.Arguments, row)
-		case parsers.FunctionCallSubstring:
-			return c.strings_Substring(typedValue.Arguments, row)
-		case parsers.FunctionCallTrim:
-			return c.strings_Trim(typedValue.Arguments, row)
-
-		case parsers.FunctionCallIsDefined:
-			return c.typeChecking_IsDefined(typedValue.Arguments, row)
-		case parsers.FunctionCallIsArray:
-			return c.typeChecking_IsArray(typedValue.Arguments, row)
-		case parsers.FunctionCallIsBool:
-			return c.typeChecking_IsBool(typedValue.Arguments, row)
-		case parsers.FunctionCallIsFiniteNumber:
-			return c.typeChecking_IsFiniteNumber(typedValue.Arguments, row)
-		case parsers.FunctionCallIsInteger:
-			return c.typeChecking_IsInteger(typedValue.Arguments, row)
-		case parsers.FunctionCallIsNull:
-			return c.typeChecking_IsNull(typedValue.Arguments, row)
-		case parsers.FunctionCallIsNumber:
-			return c.typeChecking_IsNumber(typedValue.Arguments, row)
-		case parsers.FunctionCallIsObject:
-			return c.typeChecking_IsObject(typedValue.Arguments, row)
-		case parsers.FunctionCallIsPrimitive:
-			return c.typeChecking_IsPrimitive(typedValue.Arguments, row)
-		case parsers.FunctionCallIsString:
-			return c.typeChecking_IsString(typedValue.Arguments, row)
-
-		case parsers.FunctionCallArrayConcat:
-			return c.array_Concat(typedValue.Arguments, row)
-		case parsers.FunctionCallArrayLength:
-			return c.array_Length(typedValue.Arguments, row)
-		case parsers.FunctionCallArraySlice:
-			return c.array_Slice(typedValue.Arguments, row)
-		case parsers.FunctionCallSetIntersect:
-			return c.set_Intersect(typedValue.Arguments, row)
-		case parsers.FunctionCallSetUnion:
-			return c.set_Union(typedValue.Arguments, row)
-
-		case parsers.FunctionCallIn:
-			return c.misc_In(typedValue.Arguments, row)
-		}
-	}
-
-	value := row
-	if len(field.Path) > 1 {
-		for _, pathSegment := range field.Path[1:] {
-			if nestedValue, ok := value.(map[string]interface{}); ok {
-				value = nestedValue[pathSegment]
-			} else {
-				return nil
+		case parsers.LogicalExpressionTypeOr:
+			result = result || expressionResult
+			if result {
+				return true
 			}
 		}
 	}
-	return value
+	return result
 }
 
-func (c memoryExecutorContext) getExpressionParameterValue(
-	parameter interface{},
-	row RowType,
-) interface{} {
-	switch typedParameter := parameter.(type) {
-	case parsers.SelectItem:
-		return c.getFieldValue(typedParameter, row)
-	}
-
-	logger.Error("getExpressionParameterValue - got incorrect parameter type")
-
-	return nil
-}
-
-func (c memoryExecutorContext) orderBy(orderBy []parsers.OrderExpression, data []RowType) {
+func applyOrder(documents []rowContext, orderExpressions []parsers.OrderExpression) {
 	less := func(i, j int) bool {
-		for _, order := range orderBy {
-			val1 := c.getFieldValue(order.SelectItem, data[i])
-			val2 := c.getFieldValue(order.SelectItem, data[j])
+		for _, order := range orderExpressions {
+			val1 := documents[i].resolveSelectItem(order.SelectItem)
+			val2 := documents[j].resolveSelectItem(order.SelectItem)
 
 			cmp := compareValues(val1, val2)
 			if cmp != 0 {
@@ -311,7 +239,379 @@ func (c memoryExecutorContext) orderBy(orderBy []parsers.OrderExpression, data [
 		return i < j
 	}
 
-	sort.SliceStable(data, less)
+	sort.SliceStable(documents, less)
+}
+
+func applyGroupBy(documents []rowContext, groupBy []parsers.SelectItem) []rowContext {
+	groupedRows := make(map[string][]rowContext)
+	groupedKeys := make([]string, 0)
+
+	for _, row := range documents {
+		key := row.generateGroupByKey(groupBy)
+		if _, ok := groupedRows[key]; !ok {
+			groupedKeys = append(groupedKeys, key)
+		}
+		groupedRows[key] = append(groupedRows[key], row)
+	}
+
+	grouppedRows := make([]rowContext, 0)
+	for _, key := range groupedKeys {
+		grouppedRowContext := rowContext{
+			tables:       groupedRows[key][0].tables,
+			parameters:   groupedRows[key][0].parameters,
+			grouppedRows: groupedRows[key],
+		}
+		grouppedRows = append(grouppedRows, grouppedRowContext)
+	}
+
+	return grouppedRows
+}
+
+func (r rowContext) generateGroupByKey(groupBy []parsers.SelectItem) string {
+	var keyBuilder strings.Builder
+	for _, selectItem := range groupBy {
+		value := r.resolveSelectItem(selectItem)
+		keyBuilder.WriteString(fmt.Sprintf("%v", value))
+		keyBuilder.WriteString(":")
+	}
+	return keyBuilder.String()
+}
+
+func applyProjection(documents []rowContext, selectItems []parsers.SelectItem, groupBy []parsers.SelectItem) []RowType {
+	if len(documents) == 0 {
+		return []RowType{}
+	}
+
+	if hasAggregateFunctions(selectItems) && len(groupBy) == 0 {
+		// When can have aggregate functions without GROUP BY clause,
+		// we should aggregate all rows in that case
+		rowContext := rowContext{
+			tables:       documents[0].tables,
+			parameters:   documents[0].parameters,
+			grouppedRows: documents,
+		}
+		return []RowType{rowContext.applyProjection(selectItems)}
+	}
+
+	projectedDocuments := make([]RowType, len(documents))
+	for index, row := range documents {
+		projectedDocuments[index] = row.applyProjection(selectItems)
+	}
+
+	return projectedDocuments
+}
+
+func (r rowContext) applyProjection(selectItems []parsers.SelectItem) RowType {
+	// When the first value is top level, select it instead
+	if len(selectItems) > 0 && selectItems[0].IsTopLevel {
+		return r.resolveSelectItem(selectItems[0])
+	}
+
+	// Construct a new row based on the selected columns
+	row := make(map[string]interface{})
+	for index, selectItem := range selectItems {
+		destinationName := selectItem.Alias
+		if destinationName == "" {
+			if len(selectItem.Path) > 0 {
+				destinationName = selectItem.Path[len(selectItem.Path)-1]
+			} else {
+				destinationName = fmt.Sprintf("$%d", index+1)
+			}
+		}
+
+		row[destinationName] = r.resolveSelectItem(selectItem)
+	}
+
+	return row
+}
+
+func (r rowContext) resolveSelectItem(selectItem parsers.SelectItem) interface{} {
+	if selectItem.Type == parsers.SelectItemTypeArray {
+		return r.selectItem_SelectItemTypeArray(selectItem)
+	}
+
+	if selectItem.Type == parsers.SelectItemTypeObject {
+		return r.selectItem_SelectItemTypeObject(selectItem)
+	}
+
+	if selectItem.Type == parsers.SelectItemTypeConstant {
+		return r.selectItem_SelectItemTypeConstant(selectItem)
+	}
+
+	if selectItem.Type == parsers.SelectItemTypeSubQuery {
+		return r.selectItem_SelectItemTypeSubQuery(selectItem)
+	}
+
+	if selectItem.Type == parsers.SelectItemTypeFunctionCall {
+		if typedFunctionCall, ok := selectItem.Value.(parsers.FunctionCall); ok {
+			return r.selectItem_SelectItemTypeFunctionCall(typedFunctionCall)
+		}
+
+		logger.Error("parsers.SelectItem has incorrect Value type (expected parsers.FunctionCall)")
+		return nil
+	}
+
+	return r.selectItem_SelectItemTypeField(selectItem)
+}
+
+func (r rowContext) selectItem_SelectItemTypeArray(selectItem parsers.SelectItem) interface{} {
+	arrayValue := make([]interface{}, 0)
+	for _, subSelectItem := range selectItem.SelectItems {
+		arrayValue = append(arrayValue, r.resolveSelectItem(subSelectItem))
+	}
+	return arrayValue
+}
+
+func (r rowContext) selectItem_SelectItemTypeObject(selectItem parsers.SelectItem) interface{} {
+	objectValue := make(map[string]interface{})
+	for _, subSelectItem := range selectItem.SelectItems {
+		objectValue[subSelectItem.Alias] = r.resolveSelectItem(subSelectItem)
+	}
+	return objectValue
+}
+
+func (r rowContext) selectItem_SelectItemTypeConstant(selectItem parsers.SelectItem) interface{} {
+	var typedValue parsers.Constant
+	var ok bool
+	if typedValue, ok = selectItem.Value.(parsers.Constant); !ok {
+		// TODO: Handle error
+		logger.Error("parsers.Constant has incorrect Value type")
+	}
+
+	if typedValue.Type == parsers.ConstantTypeParameterConstant &&
+		r.parameters != nil {
+		if key, ok := typedValue.Value.(string); ok {
+			return r.parameters[key]
+		}
+	}
+
+	return typedValue.Value
+}
+
+func (r rowContext) selectItem_SelectItemTypeSubQuery(selectItem parsers.SelectItem) interface{} {
+	subQuery := selectItem.Value.(parsers.SelectStmt)
+	subQueryResult := ExecuteQuery(
+		subQuery,
+		[]RowType{r},
+	)
+
+	if subQuery.Exists {
+		return len(subQueryResult) > 0
+	}
+
+	return subQueryResult
+}
+
+func (r rowContext) selectItem_SelectItemTypeFunctionCall(functionCall parsers.FunctionCall) interface{} {
+	switch functionCall.Type {
+	case parsers.FunctionCallStringEquals:
+		return r.strings_StringEquals(functionCall.Arguments)
+	case parsers.FunctionCallContains:
+		return r.strings_Contains(functionCall.Arguments)
+	case parsers.FunctionCallEndsWith:
+		return r.strings_EndsWith(functionCall.Arguments)
+	case parsers.FunctionCallStartsWith:
+		return r.strings_StartsWith(functionCall.Arguments)
+	case parsers.FunctionCallConcat:
+		return r.strings_Concat(functionCall.Arguments)
+	case parsers.FunctionCallIndexOf:
+		return r.strings_IndexOf(functionCall.Arguments)
+	case parsers.FunctionCallToString:
+		return r.strings_ToString(functionCall.Arguments)
+	case parsers.FunctionCallUpper:
+		return r.strings_Upper(functionCall.Arguments)
+	case parsers.FunctionCallLower:
+		return r.strings_Lower(functionCall.Arguments)
+	case parsers.FunctionCallLeft:
+		return r.strings_Left(functionCall.Arguments)
+	case parsers.FunctionCallLength:
+		return r.strings_Length(functionCall.Arguments)
+	case parsers.FunctionCallLTrim:
+		return r.strings_LTrim(functionCall.Arguments)
+	case parsers.FunctionCallReplace:
+		return r.strings_Replace(functionCall.Arguments)
+	case parsers.FunctionCallReplicate:
+		return r.strings_Replicate(functionCall.Arguments)
+	case parsers.FunctionCallReverse:
+		return r.strings_Reverse(functionCall.Arguments)
+	case parsers.FunctionCallRight:
+		return r.strings_Right(functionCall.Arguments)
+	case parsers.FunctionCallRTrim:
+		return r.strings_RTrim(functionCall.Arguments)
+	case parsers.FunctionCallSubstring:
+		return r.strings_Substring(functionCall.Arguments)
+	case parsers.FunctionCallTrim:
+		return r.strings_Trim(functionCall.Arguments)
+
+	case parsers.FunctionCallIsDefined:
+		return r.typeChecking_IsDefined(functionCall.Arguments)
+	case parsers.FunctionCallIsArray:
+		return r.typeChecking_IsArray(functionCall.Arguments)
+	case parsers.FunctionCallIsBool:
+		return r.typeChecking_IsBool(functionCall.Arguments)
+	case parsers.FunctionCallIsFiniteNumber:
+		return r.typeChecking_IsFiniteNumber(functionCall.Arguments)
+	case parsers.FunctionCallIsInteger:
+		return r.typeChecking_IsInteger(functionCall.Arguments)
+	case parsers.FunctionCallIsNull:
+		return r.typeChecking_IsNull(functionCall.Arguments)
+	case parsers.FunctionCallIsNumber:
+		return r.typeChecking_IsNumber(functionCall.Arguments)
+	case parsers.FunctionCallIsObject:
+		return r.typeChecking_IsObject(functionCall.Arguments)
+	case parsers.FunctionCallIsPrimitive:
+		return r.typeChecking_IsPrimitive(functionCall.Arguments)
+	case parsers.FunctionCallIsString:
+		return r.typeChecking_IsString(functionCall.Arguments)
+
+	case parsers.FunctionCallArrayConcat:
+		return r.array_Concat(functionCall.Arguments)
+	case parsers.FunctionCallArrayLength:
+		return r.array_Length(functionCall.Arguments)
+	case parsers.FunctionCallArraySlice:
+		return r.array_Slice(functionCall.Arguments)
+	case parsers.FunctionCallSetIntersect:
+		return r.set_Intersect(functionCall.Arguments)
+	case parsers.FunctionCallSetUnion:
+		return r.set_Union(functionCall.Arguments)
+
+	case parsers.FunctionCallMathAbs:
+		return r.math_Abs(functionCall.Arguments)
+	case parsers.FunctionCallMathAcos:
+		return r.math_Acos(functionCall.Arguments)
+	case parsers.FunctionCallMathAsin:
+		return r.math_Asin(functionCall.Arguments)
+	case parsers.FunctionCallMathAtan:
+		return r.math_Atan(functionCall.Arguments)
+	case parsers.FunctionCallMathCeiling:
+		return r.math_Ceiling(functionCall.Arguments)
+	case parsers.FunctionCallMathCos:
+		return r.math_Cos(functionCall.Arguments)
+	case parsers.FunctionCallMathCot:
+		return r.math_Cot(functionCall.Arguments)
+	case parsers.FunctionCallMathDegrees:
+		return r.math_Degrees(functionCall.Arguments)
+	case parsers.FunctionCallMathExp:
+		return r.math_Exp(functionCall.Arguments)
+	case parsers.FunctionCallMathFloor:
+		return r.math_Floor(functionCall.Arguments)
+	case parsers.FunctionCallMathIntBitNot:
+		return r.math_IntBitNot(functionCall.Arguments)
+	case parsers.FunctionCallMathLog10:
+		return r.math_Log10(functionCall.Arguments)
+	case parsers.FunctionCallMathRadians:
+		return r.math_Radians(functionCall.Arguments)
+	case parsers.FunctionCallMathRound:
+		return r.math_Round(functionCall.Arguments)
+	case parsers.FunctionCallMathSign:
+		return r.math_Sign(functionCall.Arguments)
+	case parsers.FunctionCallMathSin:
+		return r.math_Sin(functionCall.Arguments)
+	case parsers.FunctionCallMathSqrt:
+		return r.math_Sqrt(functionCall.Arguments)
+	case parsers.FunctionCallMathSquare:
+		return r.math_Square(functionCall.Arguments)
+	case parsers.FunctionCallMathTan:
+		return r.math_Tan(functionCall.Arguments)
+	case parsers.FunctionCallMathTrunc:
+		return r.math_Trunc(functionCall.Arguments)
+	case parsers.FunctionCallMathAtn2:
+		return r.math_Atn2(functionCall.Arguments)
+	case parsers.FunctionCallMathIntAdd:
+		return r.math_IntAdd(functionCall.Arguments)
+	case parsers.FunctionCallMathIntBitAnd:
+		return r.math_IntBitAnd(functionCall.Arguments)
+	case parsers.FunctionCallMathIntBitLeftShift:
+		return r.math_IntBitLeftShift(functionCall.Arguments)
+	case parsers.FunctionCallMathIntBitOr:
+		return r.math_IntBitOr(functionCall.Arguments)
+	case parsers.FunctionCallMathIntBitRightShift:
+		return r.math_IntBitRightShift(functionCall.Arguments)
+	case parsers.FunctionCallMathIntBitXor:
+		return r.math_IntBitXor(functionCall.Arguments)
+	case parsers.FunctionCallMathIntDiv:
+		return r.math_IntDiv(functionCall.Arguments)
+	case parsers.FunctionCallMathIntMod:
+		return r.math_IntMod(functionCall.Arguments)
+	case parsers.FunctionCallMathIntMul:
+		return r.math_IntMul(functionCall.Arguments)
+	case parsers.FunctionCallMathIntSub:
+		return r.math_IntSub(functionCall.Arguments)
+	case parsers.FunctionCallMathPower:
+		return r.math_Power(functionCall.Arguments)
+	case parsers.FunctionCallMathLog:
+		return r.math_Log(functionCall.Arguments)
+	case parsers.FunctionCallMathNumberBin:
+		return r.math_NumberBin(functionCall.Arguments)
+	case parsers.FunctionCallMathPi:
+		return r.math_Pi()
+	case parsers.FunctionCallMathRand:
+		return r.math_Rand()
+
+	case parsers.FunctionCallAggregateAvg:
+		return r.aggregate_Avg(functionCall.Arguments)
+	case parsers.FunctionCallAggregateCount:
+		return r.aggregate_Count(functionCall.Arguments)
+	case parsers.FunctionCallAggregateMax:
+		return r.aggregate_Max(functionCall.Arguments)
+	case parsers.FunctionCallAggregateMin:
+		return r.aggregate_Min(functionCall.Arguments)
+	case parsers.FunctionCallAggregateSum:
+		return r.aggregate_Sum(functionCall.Arguments)
+
+	case parsers.FunctionCallIn:
+		return r.misc_In(functionCall.Arguments)
+	}
+
+	logger.Errorf("Unknown function call type: %v", functionCall.Type)
+	return nil
+}
+
+func (r rowContext) selectItem_SelectItemTypeField(selectItem parsers.SelectItem) interface{} {
+	value := r.tables[selectItem.Path[0]]
+
+	if len(selectItem.Path) > 1 {
+		for _, pathSegment := range selectItem.Path[1:] {
+
+			switch nestedValue := value.(type) {
+			case map[string]interface{}:
+				value = nestedValue[pathSegment]
+			case map[string]RowType:
+				value = nestedValue[pathSegment]
+			case []int, []string, []interface{}:
+				slice := reflect.ValueOf(nestedValue)
+				if arrayIndex, err := strconv.Atoi(pathSegment); err == nil && slice.Len() > arrayIndex {
+					value = slice.Index(arrayIndex).Interface()
+				} else {
+					return nil
+				}
+			default:
+				return nil
+			}
+		}
+	}
+
+	return value
+}
+
+func hasAggregateFunctions(selectItems []parsers.SelectItem) bool {
+	if selectItems == nil {
+		return false
+	}
+
+	for _, selectItem := range selectItems {
+		if selectItem.Type == parsers.SelectItemTypeFunctionCall {
+			if typedValue, ok := selectItem.Value.(parsers.FunctionCall); ok && slices.Contains[[]parsers.FunctionCallType](parsers.AggregateFunctions, typedValue.Type) {
+				return true
+			}
+		}
+
+		if hasAggregateFunctions(selectItem.SelectItems) {
+			return true
+		}
+	}
+
+	return false
 }
 
 func compareValues(val1, val2 interface{}) int {
@@ -357,8 +657,9 @@ func compareValues(val1, val2 interface{}) int {
 	}
 }
 
-func deduplicate(slice []RowType) []RowType {
-	var result []RowType
+func deduplicate[T RowType | interface{}](slice []T) []T {
+	var result []T
+	result = make([]T, 0)
 
 	for i := 0; i < len(slice); i++ {
 		unique := true
@@ -376,3 +677,13 @@ func deduplicate(slice []RowType) []RowType {
 
 	return result
 }
+
+func copyMap[T RowType | []RowType](originalMap map[string]T) map[string]T {
+	targetMap := make(map[string]T)
+
+	for k, v := range originalMap {
+		targetMap[k] = v
+	}
+
+	return targetMap
+}

query_executors/memory_executor/misc_functions.go

@@ -4,11 +4,11 @@ import (
 	"github.com/pikami/cosmium/parsers"
 )
 
-func (c memoryExecutorContext) misc_In(arguments []interface{}, row RowType) bool {
-	value := c.getFieldValue(arguments[0].(parsers.SelectItem), row)
+func (r rowContext) misc_In(arguments []interface{}) bool {
+	value := r.resolveSelectItem(arguments[0].(parsers.SelectItem))
 
 	for i := 1; i < len(arguments); i++ {
-		compareValue := c.getFieldValue(arguments[i].(parsers.SelectItem), row)
+		compareValue := r.resolveSelectItem(arguments[i].(parsers.SelectItem))
 		if compareValues(value, compareValue) == 0 {
 			return true
 		}

query_executors/memory_executor/misc_test.go

@@ -14,7 +14,7 @@ func testQueryExecute(
 	data []memoryexecutor.RowType,
 	expectedData []memoryexecutor.RowType,
 ) {
-	result := memoryexecutor.Execute(query, data)
+	result := memoryexecutor.ExecuteQuery(query, data)
 
 	if !reflect.DeepEqual(result, expectedData) {
 		t.Errorf("execution result does not match expected data.\nExpected: %+v\nGot: %+v", expectedData, result)
@@ -25,8 +25,20 @@ func Test_Execute(t *testing.T) {
 	mockData := []memoryexecutor.RowType{
 		map[string]interface{}{"id": "12345", "pk": 123, "_self": "self1", "_rid": "rid1", "_ts": 123456, "isCool": false},
 		map[string]interface{}{"id": "67890", "pk": 456, "_self": "self2", "_rid": "rid2", "_ts": 789012, "isCool": true},
-		map[string]interface{}{"id": "456", "pk": 456, "_self": "self2", "_rid": "rid2", "_ts": 789012, "isCool": true},
-		map[string]interface{}{"id": "123", "pk": 456, "_self": "self2", "_rid": "rid2", "_ts": 789012, "isCool": true},
+		map[string]interface{}{
+			"id": "456", "pk": 456, "_self": "self2", "_rid": "rid2", "_ts": 789012, "isCool": true,
+			"tags": []map[string]interface{}{
+				{"name": "tag-a"},
+				{"name": "tag-b"},
+			},
+		},
+		map[string]interface{}{
+			"id": "123", "pk": 456, "_self": "self2", "_rid": "rid2", "_ts": 789012, "isCool": true,
+			"tags": []map[string]interface{}{
+				{"name": "tag-b"},
+				{"name": "tag-c"},
+			},
+		},
 	}
 
 	t.Run("Should execute SELECT with ORDER BY", func(t *testing.T) {
@@ -59,6 +71,26 @@ func Test_Execute(t *testing.T) {
 		)
 	})
 
+	t.Run("Should execute SELECT with GROUP BY", func(t *testing.T) {
+		testQueryExecute(
+			t,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{Path: []string{"c", "pk"}},
+				},
+				Table: parsers.Table{Value: "c"},
+				GroupBy: []parsers.SelectItem{
+					{Path: []string{"c", "pk"}},
+				},
+			},
+			mockData,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"pk": 123},
+				map[string]interface{}{"pk": 456},
+			},
+		)
+	})
+
 	t.Run("Should execute IN function", func(t *testing.T) {
 		testQueryExecute(
 			t,
@@ -104,4 +136,31 @@ func Test_Execute(t *testing.T) {
 			},
 		)
 	})
+
+	t.Run("Should execute IN selector", func(t *testing.T) {
+		testQueryExecute(
+			t,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{
+						Path: []string{"c", "name"},
+						Type: parsers.SelectItemTypeField,
+					},
+				},
+				Table: parsers.Table{
+					Value: "c",
+					SelectItem: parsers.SelectItem{
+						Path: []string{"c", "tags"},
+					},
+				},
+			},
+			mockData,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"name": "tag-a"},
+				map[string]interface{}{"name": "tag-b"},
+				map[string]interface{}{"name": "tag-b"},
+				map[string]interface{}{"name": "tag-c"},
+			},
+		)
+	})
 }

query_executors/memory_executor/select_test.go

@@ -71,6 +71,32 @@ func Test_Execute_Select(t *testing.T) {
 		)
 	})
 
+	t.Run("Should execute SELECT OFFSET", func(t *testing.T) {
+		testQueryExecute(
+			t,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{Path: []string{"c", "id"}},
+					{Path: []string{"c", "pk"}},
+				},
+				Table:  parsers.Table{Value: "c"},
+				Count:  2,
+				Offset: 1,
+				OrderExpressions: []parsers.OrderExpression{
+					{
+						SelectItem: parsers.SelectItem{Path: []string{"c", "id"}},
+						Direction:  parsers.OrderDirectionDesc,
+					},
+				},
+			},
+			mockData,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"id": "67890", "pk": 456},
+				map[string]interface{}{"id": "456", "pk": 456},
+			},
+		)
+	})
+
 	t.Run("Should execute SELECT VALUE", func(t *testing.T) {
 		testQueryExecute(
 			t,

query_executors/memory_executor/string_functions.go

@@ -8,10 +8,10 @@ import (
 	"github.com/pikami/cosmium/parsers"
 )
 
-func (c memoryExecutorContext) strings_StringEquals(arguments []interface{}, row RowType) bool {
-	str1 := c.parseString(arguments[0], row)
-	str2 := c.parseString(arguments[1], row)
-	ignoreCase := c.getBoolFlag(arguments, row)
+func (r rowContext) strings_StringEquals(arguments []interface{}) bool {
+	str1 := r.parseString(arguments[0])
+	str2 := r.parseString(arguments[1])
+	ignoreCase := r.getBoolFlag(arguments)
 
 	if ignoreCase {
 		return strings.EqualFold(str1, str2)
@@ -20,10 +20,10 @@ func (c memoryExecutorContext) strings_StringEquals(arguments []interface{}, row
 	return str1 == str2
 }
 
-func (c memoryExecutorContext) strings_Contains(arguments []interface{}, row RowType) bool {
-	str1 := c.parseString(arguments[0], row)
-	str2 := c.parseString(arguments[1], row)
-	ignoreCase := c.getBoolFlag(arguments, row)
+func (r rowContext) strings_Contains(arguments []interface{}) bool {
+	str1 := r.parseString(arguments[0])
+	str2 := r.parseString(arguments[1])
+	ignoreCase := r.getBoolFlag(arguments)
 
 	if ignoreCase {
 		str1 = strings.ToLower(str1)
@@ -33,10 +33,10 @@ func (c memoryExecutorContext) strings_Contains(arguments []interface{}, row Row
 	return strings.Contains(str1, str2)
 }
 
-func (c memoryExecutorContext) strings_EndsWith(arguments []interface{}, row RowType) bool {
-	str1 := c.parseString(arguments[0], row)
-	str2 := c.parseString(arguments[1], row)
-	ignoreCase := c.getBoolFlag(arguments, row)
+func (r rowContext) strings_EndsWith(arguments []interface{}) bool {
+	str1 := r.parseString(arguments[0])
+	str2 := r.parseString(arguments[1])
+	ignoreCase := r.getBoolFlag(arguments)
 
 	if ignoreCase {
 		str1 = strings.ToLower(str1)
@@ -46,10 +46,10 @@ func (c memoryExecutorContext) strings_EndsWith(arguments []interface{}, row Row
 	return strings.HasSuffix(str1, str2)
 }
 
-func (c memoryExecutorContext) strings_StartsWith(arguments []interface{}, row RowType) bool {
-	str1 := c.parseString(arguments[0], row)
-	str2 := c.parseString(arguments[1], row)
-	ignoreCase := c.getBoolFlag(arguments, row)
+func (r rowContext) strings_StartsWith(arguments []interface{}) bool {
+	str1 := r.parseString(arguments[0])
+	str2 := r.parseString(arguments[1])
+	ignoreCase := r.getBoolFlag(arguments)
 
 	if ignoreCase {
 		str1 = strings.ToLower(str1)
@@ -59,12 +59,12 @@ func (c memoryExecutorContext) strings_StartsWith(arguments []interface{}, row R
 	return strings.HasPrefix(str1, str2)
 }
 
-func (c memoryExecutorContext) strings_Concat(arguments []interface{}, row RowType) string {
+func (r rowContext) strings_Concat(arguments []interface{}) string {
 	result := ""
 
 	for _, arg := range arguments {
 		if selectItem, ok := arg.(parsers.SelectItem); ok {
-			value := c.getFieldValue(selectItem, row)
+			value := r.resolveSelectItem(selectItem)
 			result += convertToString(value)
 		}
 	}
@@ -72,13 +72,13 @@ func (c memoryExecutorContext) strings_Concat(arguments []interface{}, row RowTy
 	return result
 }
 
-func (c memoryExecutorContext) strings_IndexOf(arguments []interface{}, row RowType) int {
-	str1 := c.parseString(arguments[0], row)
-	str2 := c.parseString(arguments[1], row)
+func (r rowContext) strings_IndexOf(arguments []interface{}) int {
+	str1 := r.parseString(arguments[0])
+	str2 := r.parseString(arguments[1])
 
 	start := 0
 	if len(arguments) > 2 && arguments[2] != nil {
-		if startPos, ok := c.getFieldValue(arguments[2].(parsers.SelectItem), row).(int); ok {
+		if startPos, ok := r.resolveSelectItem(arguments[2].(parsers.SelectItem)).(int); ok {
 			start = startPos
 		}
 	}
@@ -97,26 +97,26 @@ func (c memoryExecutorContext) strings_IndexOf(arguments []interface{}, row RowT
 	}
 }
 
-func (c memoryExecutorContext) strings_ToString(arguments []interface{}, row RowType) string {
-	value := c.getFieldValue(arguments[0].(parsers.SelectItem), row)
+func (r rowContext) strings_ToString(arguments []interface{}) string {
+	value := r.resolveSelectItem(arguments[0].(parsers.SelectItem))
 	return convertToString(value)
 }
 
-func (c memoryExecutorContext) strings_Upper(arguments []interface{}, row RowType) string {
-	value := c.getFieldValue(arguments[0].(parsers.SelectItem), row)
+func (r rowContext) strings_Upper(arguments []interface{}) string {
+	value := r.resolveSelectItem(arguments[0].(parsers.SelectItem))
 	return strings.ToUpper(convertToString(value))
 }
 
-func (c memoryExecutorContext) strings_Lower(arguments []interface{}, row RowType) string {
-	value := c.getFieldValue(arguments[0].(parsers.SelectItem), row)
+func (r rowContext) strings_Lower(arguments []interface{}) string {
+	value := r.resolveSelectItem(arguments[0].(parsers.SelectItem))
 	return strings.ToLower(convertToString(value))
 }
 
-func (c memoryExecutorContext) strings_Left(arguments []interface{}, row RowType) string {
+func (r rowContext) strings_Left(arguments []interface{}) string {
 	var ok bool
 	var length int
-	str := c.parseString(arguments[0], row)
-	lengthEx := c.getFieldValue(arguments[1].(parsers.SelectItem), row)
+	str := r.parseString(arguments[0])
+	lengthEx := r.resolveSelectItem(arguments[1].(parsers.SelectItem))
 
 	if length, ok = lengthEx.(int); !ok {
 		logger.Error("strings_Left - got parameters of wrong type")
@@ -134,28 +134,28 @@ func (c memoryExecutorContext) strings_Left(arguments []interface{}, row RowType
 	return str[:length]
 }
 
-func (c memoryExecutorContext) strings_Length(arguments []interface{}, row RowType) int {
-	str := c.parseString(arguments[0], row)
+func (r rowContext) strings_Length(arguments []interface{}) int {
+	str := r.parseString(arguments[0])
 	return len(str)
 }
 
-func (c memoryExecutorContext) strings_LTrim(arguments []interface{}, row RowType) string {
-	str := c.parseString(arguments[0], row)
+func (r rowContext) strings_LTrim(arguments []interface{}) string {
+	str := r.parseString(arguments[0])
 	return strings.TrimLeft(str, " ")
 }
 
-func (c memoryExecutorContext) strings_Replace(arguments []interface{}, row RowType) string {
-	str := c.parseString(arguments[0], row)
-	oldStr := c.parseString(arguments[1], row)
-	newStr := c.parseString(arguments[2], row)
+func (r rowContext) strings_Replace(arguments []interface{}) string {
+	str := r.parseString(arguments[0])
+	oldStr := r.parseString(arguments[1])
+	newStr := r.parseString(arguments[2])
 	return strings.Replace(str, oldStr, newStr, -1)
 }
 
-func (c memoryExecutorContext) strings_Replicate(arguments []interface{}, row RowType) string {
+func (r rowContext) strings_Replicate(arguments []interface{}) string {
 	var ok bool
 	var times int
-	str := c.parseString(arguments[0], row)
-	timesEx := c.getFieldValue(arguments[1].(parsers.SelectItem), row)
+	str := r.parseString(arguments[0])
+	timesEx := r.resolveSelectItem(arguments[1].(parsers.SelectItem))
 
 	if times, ok = timesEx.(int); !ok {
 		logger.Error("strings_Replicate - got parameters of wrong type")
@@ -173,8 +173,8 @@ func (c memoryExecutorContext) strings_Replicate(arguments []interface{}, row Ro
 	return strings.Repeat(str, times)
 }
 
-func (c memoryExecutorContext) strings_Reverse(arguments []interface{}, row RowType) string {
-	str := c.parseString(arguments[0], row)
+func (r rowContext) strings_Reverse(arguments []interface{}) string {
+	str := r.parseString(arguments[0])
 	runes := []rune(str)
 
 	for i, j := 0, len(runes)-1; i < j; i, j = i+1, j-1 {
@@ -184,11 +184,11 @@ func (c memoryExecutorContext) strings_Reverse(arguments []interface{}, row RowT
 	return string(runes)
 }
 
-func (c memoryExecutorContext) strings_Right(arguments []interface{}, row RowType) string {
+func (r rowContext) strings_Right(arguments []interface{}) string {
 	var ok bool
 	var length int
-	str := c.parseString(arguments[0], row)
-	lengthEx := c.getFieldValue(arguments[1].(parsers.SelectItem), row)
+	str := r.parseString(arguments[0])
+	lengthEx := r.resolveSelectItem(arguments[1].(parsers.SelectItem))
 
 	if length, ok = lengthEx.(int); !ok {
 		logger.Error("strings_Right - got parameters of wrong type")
@@ -206,18 +206,18 @@ func (c memoryExecutorContext) strings_Right(arguments []interface{}, row RowTyp
 	return str[len(str)-length:]
 }
 
-func (c memoryExecutorContext) strings_RTrim(arguments []interface{}, row RowType) string {
-	str := c.parseString(arguments[0], row)
+func (r rowContext) strings_RTrim(arguments []interface{}) string {
+	str := r.parseString(arguments[0])
 	return strings.TrimRight(str, " ")
 }
 
-func (c memoryExecutorContext) strings_Substring(arguments []interface{}, row RowType) string {
+func (r rowContext) strings_Substring(arguments []interface{}) string {
 	var ok bool
 	var startPos int
 	var length int
-	str := c.parseString(arguments[0], row)
-	startPosEx := c.getFieldValue(arguments[1].(parsers.SelectItem), row)
-	lengthEx := c.getFieldValue(arguments[2].(parsers.SelectItem), row)
+	str := r.parseString(arguments[0])
+	startPosEx := r.resolveSelectItem(arguments[1].(parsers.SelectItem))
+	lengthEx := r.resolveSelectItem(arguments[2].(parsers.SelectItem))
 
 	if startPos, ok = startPosEx.(int); !ok {
 		logger.Error("strings_Substring - got start parameters of wrong type")
@@ -240,16 +240,16 @@ func (c memoryExecutorContext) strings_Substring(arguments []interface{}, row Ro
 	return str[startPos:endPos]
 }
 
-func (c memoryExecutorContext) strings_Trim(arguments []interface{}, row RowType) string {
-	str := c.parseString(arguments[0], row)
+func (r rowContext) strings_Trim(arguments []interface{}) string {
+	str := r.parseString(arguments[0])
 	return strings.TrimSpace(str)
 }
 
-func (c memoryExecutorContext) getBoolFlag(arguments []interface{}, row RowType) bool {
+func (r rowContext) getBoolFlag(arguments []interface{}) bool {
 	ignoreCase := false
 	if len(arguments) > 2 && arguments[2] != nil {
 		ignoreCaseItem := arguments[2].(parsers.SelectItem)
-		if value, ok := c.getFieldValue(ignoreCaseItem, row).(bool); ok {
+		if value, ok := r.resolveSelectItem(ignoreCaseItem).(bool); ok {
 			ignoreCase = value
 		}
 	}
@@ -257,9 +257,9 @@ func (c memoryExecutorContext) getBoolFlag(arguments []interface{}, row RowType)
 	return ignoreCase
 }
 
-func (c memoryExecutorContext) parseString(argument interface{}, row RowType) string {
+func (r rowContext) parseString(argument interface{}) string {
 	exItem := argument.(parsers.SelectItem)
-	ex := c.getFieldValue(exItem, row)
+	ex := r.resolveSelectItem(exItem)
 	if str1, ok := ex.(string); ok {
 		return str1
 	}

query_executors/memory_executor/subquery_test.go

@@ -0,0 +1,155 @@
+package memoryexecutor_test
+
+import (
+	"testing"
+
+	"github.com/pikami/cosmium/parsers"
+	memoryexecutor "github.com/pikami/cosmium/query_executors/memory_executor"
+)
+
+func Test_Execute_SubQuery(t *testing.T) {
+	mockData := []memoryexecutor.RowType{
+		map[string]interface{}{"id": "123", "info": map[string]interface{}{"name": "row-1"}},
+		map[string]interface{}{
+			"id":   "456",
+			"info": map[string]interface{}{"name": "row-2"},
+			"tags": []map[string]interface{}{
+				{"name": "tag-a"},
+				{"name": "tag-b"},
+			},
+		},
+		map[string]interface{}{
+			"id":   "789",
+			"info": map[string]interface{}{"name": "row-3"},
+			"tags": []map[string]interface{}{
+				{"name": "tag-b"},
+				{"name": "tag-c"},
+			},
+		},
+	}
+
+	t.Run("Should execute FROM subquery", func(t *testing.T) {
+		testQueryExecute(
+			t,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{Path: []string{"c", "name"}},
+				},
+				Table: parsers.Table{
+					Value: "c",
+					SelectItem: parsers.SelectItem{
+						Alias: "c",
+						Type:  parsers.SelectItemTypeSubQuery,
+						Value: parsers.SelectStmt{
+							Table: parsers.Table{Value: "cc"},
+							SelectItems: []parsers.SelectItem{
+								{Path: []string{"cc", "info"}, IsTopLevel: true},
+							},
+						},
+					},
+				},
+			},
+			mockData,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"name": "row-1"},
+				map[string]interface{}{"name": "row-2"},
+				map[string]interface{}{"name": "row-3"},
+			},
+		)
+	})
+
+	t.Run("Should execute JOIN subquery", func(t *testing.T) {
+		testQueryExecute(
+			t,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{Path: []string{"c", "id"}},
+					{Path: []string{"cc", "name"}},
+				},
+				Table: parsers.Table{
+					Value: "c",
+				},
+				JoinItems: []parsers.JoinItem{
+					{
+						Table: parsers.Table{
+							Value: "cc",
+						},
+						SelectItem: parsers.SelectItem{
+							Alias: "cc",
+							Type:  parsers.SelectItemTypeSubQuery,
+							Value: parsers.SelectStmt{
+								SelectItems: []parsers.SelectItem{
+									{Path: []string{"tag", "name"}},
+								},
+								Table: parsers.Table{
+									Value: "tag",
+									SelectItem: parsers.SelectItem{
+										Path: []string{"c", "tags"},
+									},
+								},
+							},
+						},
+					},
+				},
+			},
+			mockData,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"id": "456", "name": "tag-a"},
+				map[string]interface{}{"id": "456", "name": "tag-b"},
+				map[string]interface{}{"id": "789", "name": "tag-b"},
+				map[string]interface{}{"id": "789", "name": "tag-c"},
+			},
+		)
+	})
+
+	t.Run("Should execute JOIN EXISTS subquery", func(t *testing.T) {
+		testQueryExecute(
+			t,
+			parsers.SelectStmt{
+				SelectItems: []parsers.SelectItem{
+					{Path: []string{"c", "id"}},
+				},
+				Table: parsers.Table{
+					Value: "c",
+				},
+				JoinItems: []parsers.JoinItem{
+					{
+						Table: parsers.Table{Value: "hasTags"},
+						SelectItem: parsers.SelectItem{
+							Alias: "hasTags",
+							Type:  parsers.SelectItemTypeSubQuery,
+							Value: parsers.SelectStmt{
+								SelectItems: []parsers.SelectItem{
+									{
+										IsTopLevel: true,
+										Type:       parsers.SelectItemTypeSubQuery,
+										Value: parsers.SelectStmt{
+											SelectItems: []parsers.SelectItem{
+												{Path: []string{"tag", "name"}},
+											},
+											Table: parsers.Table{
+												Value: "tag",
+												SelectItem: parsers.SelectItem{
+													Path: []string{"c", "tags"},
+												},
+											},
+											Exists: true,
+										},
+									},
+								},
+							},
+						},
+					},
+				},
+				Filters: parsers.SelectItem{
+					Path: []string{"hasTags"},
+				},
+			},
+			mockData,
+			[]memoryexecutor.RowType{
+				map[string]interface{}{"id": "456"},
+				map[string]interface{}{"id": "789"},
+			},
+		)
+	})
+}

query_executors/memory_executor/type_checking_functions.go

@@ -6,32 +6,32 @@ import (
 	"github.com/pikami/cosmium/parsers"
 )
 
-func (c memoryExecutorContext) typeChecking_IsDefined(arguments []interface{}, row RowType) bool {
+func (r rowContext) typeChecking_IsDefined(arguments []interface{}) bool {
 	exItem := arguments[0].(parsers.SelectItem)
-	ex := c.getFieldValue(exItem, row)
+	ex := r.resolveSelectItem(exItem)
 
 	return ex != nil
 }
 
-func (c memoryExecutorContext) typeChecking_IsArray(arguments []interface{}, row RowType) bool {
+func (r rowContext) typeChecking_IsArray(arguments []interface{}) bool {
 	exItem := arguments[0].(parsers.SelectItem)
-	ex := c.getFieldValue(exItem, row)
+	ex := r.resolveSelectItem(exItem)
 
 	_, isArray := ex.([]interface{})
 	return isArray
 }
 
-func (c memoryExecutorContext) typeChecking_IsBool(arguments []interface{}, row RowType) bool {
+func (r rowContext) typeChecking_IsBool(arguments []interface{}) bool {
 	exItem := arguments[0].(parsers.SelectItem)
-	ex := c.getFieldValue(exItem, row)
+	ex := r.resolveSelectItem(exItem)
 
 	_, isBool := ex.(bool)
 	return isBool
 }
 
-func (c memoryExecutorContext) typeChecking_IsFiniteNumber(arguments []interface{}, row RowType) bool {
+func (r rowContext) typeChecking_IsFiniteNumber(arguments []interface{}) bool {
 	exItem := arguments[0].(parsers.SelectItem)
-	ex := c.getFieldValue(exItem, row)
+	ex := r.resolveSelectItem(exItem)
 
 	switch num := ex.(type) {
 	case int:
@@ -43,41 +43,41 @@ func (c memoryExecutorContext) typeChecking_IsFiniteNumber(arguments []interface
 	}
 }
 
-func (c memoryExecutorContext) typeChecking_IsInteger(arguments []interface{}, row RowType) bool {
+func (r rowContext) typeChecking_IsInteger(arguments []interface{}) bool {
 	exItem := arguments[0].(parsers.SelectItem)
-	ex := c.getFieldValue(exItem, row)
+	ex := r.resolveSelectItem(exItem)
 
 	_, isInt := ex.(int)
 	return isInt
 }
 
-func (c memoryExecutorContext) typeChecking_IsNull(arguments []interface{}, row RowType) bool {
+func (r rowContext) typeChecking_IsNull(arguments []interface{}) bool {
 	exItem := arguments[0].(parsers.SelectItem)
-	ex := c.getFieldValue(exItem, row)
+	ex := r.resolveSelectItem(exItem)
 
 	return ex == nil
 }
 
-func (c memoryExecutorContext) typeChecking_IsNumber(arguments []interface{}, row RowType) bool {
+func (r rowContext) typeChecking_IsNumber(arguments []interface{}) bool {
 	exItem := arguments[0].(parsers.SelectItem)
-	ex := c.getFieldValue(exItem, row)
+	ex := r.resolveSelectItem(exItem)
 
 	_, isFloat := ex.(float64)
 	_, isInt := ex.(int)
 	return isFloat || isInt
 }
 
-func (c memoryExecutorContext) typeChecking_IsObject(arguments []interface{}, row RowType) bool {
+func (r rowContext) typeChecking_IsObject(arguments []interface{}) bool {
 	exItem := arguments[0].(parsers.SelectItem)
-	ex := c.getFieldValue(exItem, row)
+	ex := r.resolveSelectItem(exItem)
 
 	_, isObject := ex.(map[string]interface{})
 	return isObject
 }
 
-func (c memoryExecutorContext) typeChecking_IsPrimitive(arguments []interface{}, row RowType) bool {
+func (r rowContext) typeChecking_IsPrimitive(arguments []interface{}) bool {
 	exItem := arguments[0].(parsers.SelectItem)
-	ex := c.getFieldValue(exItem, row)
+	ex := r.resolveSelectItem(exItem)
 
 	switch ex.(type) {
 	case bool, string, float64, int, nil:
@@ -87,9 +87,9 @@ func (c memoryExecutorContext) typeChecking_IsPrimitive(arguments []interface{},
 	}
 }
 
-func (c memoryExecutorContext) typeChecking_IsString(arguments []interface{}, row RowType) bool {
+func (r rowContext) typeChecking_IsString(arguments []interface{}) bool {
 	exItem := arguments[0].(parsers.SelectItem)
-	ex := c.getFieldValue(exItem, row)
+	ex := r.resolveSelectItem(exItem)
 
 	_, isStr := ex.(string)
 	return isStr