From 31a4b09c98e3e70dde6f0d54f700c895e19f7b5e Mon Sep 17 00:00:00 2001
From: colmsnowplow <colm@snowplowanalytics.com>
Date: Wed, 5 Jun 2024 16:32:06 +0100
Subject: [PATCH 1/6] go mod tidy

Tidy to fix incorrect dep in go.mod
---
 go.mod | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/go.mod b/go.mod
index 1c910cd7..954a23d1 100644
--- a/go.mod
+++ b/go.mod
@@ -37,7 +37,7 @@ require (
 	github.com/xdg/scram v1.0.5
 	golang.org/x/crypto v0.22.0 // indirect
 	golang.org/x/net v0.24.0 // indirect
-	golang.org/x/oauth2 v0.19.0 // indirect
+	golang.org/x/oauth2 v0.19.0
 	golang.org/x/sys v0.19.0 // indirect
 	golang.org/x/text v0.14.0 // indirect
 	google.golang.org/api v0.172.0 // indirect

From e5947702799b75af0fca71586ed217a76d2599e2 Mon Sep 17 00:00:00 2001
From: adatzer <ada@snowplowanalytics.com>
Date: Mon, 17 Jun 2024 21:20:36 +0300
Subject: [PATCH 2/6] Add jq generic mapper transformation

---
 .../builtin/jq-full-example.hcl               |  15 +
 .../builtin/jq-minimal-example.hcl            |   5 +
 .../TestGetTransformations/configs/jq.hcl     |  11 +
 go.mod                                        |   4 +-
 go.sum                                        |   8 +-
 pkg/transform/mapper.go                       | 156 ++++++
 pkg/transform/mapper_test.go                  | 507 ++++++++++++++++++
 .../transformconfig/transform_config.go       |   1 +
 8 files changed, 704 insertions(+), 3 deletions(-)
 create mode 100644 assets/docs/configuration/transformations/builtin/jq-full-example.hcl
 create mode 100644 assets/docs/configuration/transformations/builtin/jq-minimal-example.hcl
 create mode 100644 assets/test/transformconfig/TestGetTransformations/configs/jq.hcl
 create mode 100644 pkg/transform/mapper.go
 create mode 100644 pkg/transform/mapper_test.go

diff --git a/assets/docs/configuration/transformations/builtin/jq-full-example.hcl b/assets/docs/configuration/transformations/builtin/jq-full-example.hcl
new file mode 100644
index 00000000..a2ce2bf8
--- /dev/null
+++ b/assets/docs/configuration/transformations/builtin/jq-full-example.hcl
@@ -0,0 +1,15 @@
+transform {
+  use "jq" {
+    jq_command = <<JQEOT
+{
+    my_app_id: .app_id,
+    my_nested_prop: {
+        playback_rate: .contexts_com_snowplowanalytics_snowplow_media_player_1[0].playbackRate
+    }
+}
+JQEOT
+
+    timeout_sec = 5
+    snowplow_mode = true
+  }
+}
diff --git a/assets/docs/configuration/transformations/builtin/jq-minimal-example.hcl b/assets/docs/configuration/transformations/builtin/jq-minimal-example.hcl
new file mode 100644
index 00000000..f34be287
--- /dev/null
+++ b/assets/docs/configuration/transformations/builtin/jq-minimal-example.hcl
@@ -0,0 +1,5 @@
+transform {
+  use "jq" {
+    jq_command = "[.]"
+  }
+}
diff --git a/assets/test/transformconfig/TestGetTransformations/configs/jq.hcl b/assets/test/transformconfig/TestGetTransformations/configs/jq.hcl
new file mode 100644
index 00000000..838bc11b
--- /dev/null
+++ b/assets/test/transformconfig/TestGetTransformations/configs/jq.hcl
@@ -0,0 +1,11 @@
+transform {
+  use "jq" {
+    jq_command = <<JQEOT
+{
+    my_app_id: .app_id,
+}
+JQEOT
+
+    snowplow_mode = true
+  }
+}
diff --git a/go.mod b/go.mod
index 954a23d1..fb8ab71e 100644
--- a/go.mod
+++ b/go.mod
@@ -38,7 +38,7 @@ require (
 	golang.org/x/crypto v0.22.0 // indirect
 	golang.org/x/net v0.24.0 // indirect
 	golang.org/x/oauth2 v0.19.0
-	golang.org/x/sys v0.19.0 // indirect
+	golang.org/x/sys v0.20.0 // indirect
 	golang.org/x/text v0.14.0 // indirect
 	google.golang.org/api v0.172.0 // indirect
 	google.golang.org/genproto v0.0.0-20240401170217-c3f982113cda
@@ -50,6 +50,7 @@ require (
 	github.com/davecgh/go-spew v1.1.1
 	github.com/dop251/goja v0.0.0-20240220182346-e401ed450204
 	github.com/hashicorp/hcl/v2 v2.20.1
+	github.com/itchyny/gojq v0.12.16
 	github.com/json-iterator/go v1.1.12
 	github.com/snowplow/snowplow-golang-tracker/v2 v2.4.1
 	github.com/yuin/gluamapper v0.0.0-20150323120927-d836955830e7
@@ -91,6 +92,7 @@ require (
 	github.com/hashicorp/go-memdb v1.3.4 // indirect
 	github.com/hashicorp/go-uuid v1.0.3 // indirect
 	github.com/hashicorp/golang-lru v1.0.2 // indirect
+	github.com/itchyny/timefmt-go v0.1.6 // indirect
 	github.com/jcmturner/aescts/v2 v2.0.0 // indirect
 	github.com/jcmturner/dnsutils/v2 v2.0.0 // indirect
 	github.com/jcmturner/gofork v1.7.6 // indirect
diff --git a/go.sum b/go.sum
index 3c25d1e4..b6059a35 100644
--- a/go.sum
+++ b/go.sum
@@ -224,6 +224,10 @@ github.com/iris-contrib/go.uuid v2.0.0+incompatible/go.mod h1:iz2lgM/1UnEf1kP0L/
 github.com/iris-contrib/jade v1.1.3/go.mod h1:H/geBymxJhShH5kecoiOCSssPX7QWYH7UaeZTSWddIk=
 github.com/iris-contrib/pongo2 v0.0.1/go.mod h1:Ssh+00+3GAZqSQb30AvBRNxBx7rf0GqwkjqxNd0u65g=
 github.com/iris-contrib/schema v0.0.1/go.mod h1:urYA3uvUNG1TIIjOSCzHr9/LmbQo8LrOcOqfqxa4hXw=
+github.com/itchyny/gojq v0.12.16 h1:yLfgLxhIr/6sJNVmYfQjTIv0jGctu6/DgDoivmxTr7g=
+github.com/itchyny/gojq v0.12.16/go.mod h1:6abHbdC2uB9ogMS38XsErnfqJ94UlngIJGlRAIj4jTM=
+github.com/itchyny/timefmt-go v0.1.6 h1:ia3s54iciXDdzWzwaVKXZPbiXzxxnv1SPGFfM/myJ5Q=
+github.com/itchyny/timefmt-go v0.1.6/go.mod h1:RRDZYC5s9ErkjQvTvvU7keJjxUYzIISJGxm9/mAERQg=
 github.com/jarcoal/httpmock v1.0.4 h1:jp+dy/+nonJE4g4xbVtl9QdrUNbn6/3hDT5R4nDIZnA=
 github.com/jarcoal/httpmock v1.0.4/go.mod h1:ATjnClrvW/3tijVmpL/va5Z3aAyGvqU3gCT8nX0Txik=
 github.com/jcmturner/aescts/v2 v2.0.0 h1:9YKLH6ey7H4eDBXW8khjYslgyqG2xZikXP0EQFKrle8=
@@ -483,8 +487,8 @@ golang.org/x/sys v0.0.0-20220715151400-c0bba94af5f8/go.mod h1:oPkhp1MJrh7nUepCBc
 golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.1.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.5.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
-golang.org/x/sys v0.19.0 h1:q5f1RH2jigJ1MoAWp2KTp3gm5zAGFUTarQZ5U386+4o=
-golang.org/x/sys v0.19.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
+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/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
 golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
 golang.org/x/term v0.1.0/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
diff --git a/pkg/transform/mapper.go b/pkg/transform/mapper.go
new file mode 100644
index 00000000..fad114f2
--- /dev/null
+++ b/pkg/transform/mapper.go
@@ -0,0 +1,156 @@
+/**
+ * Copyright (c) 2020-present Snowplow Analytics Ltd.
+ * All rights reserved.
+ *
+ * This software is made available by Snowplow Analytics, Ltd.,
+ * under the terms of the Snowplow Limited Use License Agreement, Version 1.0
+ * located at https://docs.snowplow.io/limited-use-license-1.0
+ * BY INSTALLING, DOWNLOADING, ACCESSING, USING OR DISTRIBUTING ANY PORTION
+ * OF THE SOFTWARE, YOU AGREE TO THE TERMS OF SUCH LICENSE AGREEMENT.
+ */
+
+package transform
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"time"
+
+	"github.com/itchyny/gojq"
+
+	"github.com/snowplow/snowbridge/config"
+	"github.com/snowplow/snowbridge/pkg/models"
+)
+
+// JQMapperConfig represents the configuration for the JQ transformation
+type JQMapperConfig struct {
+	JQCommand    string `hcl:"jq_command"`
+	RunTimeoutMs int    `hcl:"timeout_ms,optional"`
+	SpMode       bool   `hcl:"snowplow_mode,optional"`
+}
+
+// JQMapper handles jq generic mapping as a transformation
+type jqMapper struct {
+	JQCode       *gojq.Code
+	RunTimeoutMs time.Duration
+	SpMode       bool
+}
+
+// RunFunction runs a jq mapper transformation
+func (jqm *jqMapper) RunFunction() TransformationFunction {
+	return func(message *models.Message, interState interface{}) (*models.Message, *models.Message, *models.Message, interface{}) {
+		input, err := mkJQInput(jqm, message, interState)
+		if err != nil {
+			message.SetError(err)
+			return nil, nil, message, nil
+		}
+
+		ctx, cancel := context.WithTimeout(context.Background(), jqm.RunTimeoutMs)
+		defer cancel()
+
+		iter := jqm.JQCode.RunWithContext(ctx, input)
+		// no looping since we only keep first value
+		v, ok := iter.Next()
+		if !ok {
+			message.SetError(fmt.Errorf("jq query got no output"))
+			return nil, nil, message, nil
+		}
+
+		if err, ok := v.(error); ok {
+			message.SetError(err)
+			return nil, nil, message, nil
+		}
+
+		// here v is any, so we Marshal. alternative: gojq.Marshal
+		data, err := json.Marshal(v)
+		if err != nil {
+			message.SetError(fmt.Errorf("error encoding jq query output data"))
+			return nil, nil, message, nil
+		}
+
+		message.Data = data
+		return message, nil, nil, nil
+	}
+}
+
+// jqMapperAdapter implements the Pluggable interface
+type jqMapperAdapter func(i interface{}) (interface{}, error)
+
+// ProvideDefault implements the ComponentConfigurable interface
+func (f jqMapperAdapter) ProvideDefault() (interface{}, error) {
+	return &JQMapperConfig{
+		RunTimeoutMs: 100,
+	}, nil
+}
+
+// Create implements the ComponentCreator interface
+func (f jqMapperAdapter) Create(i interface{}) (interface{}, error) {
+	return f(i)
+}
+
+// jqMapperAdapterGenerator returns a jqAdapter
+func jqMapperAdapterGenerator(f func(c *JQMapperConfig) (TransformationFunction, error)) jqMapperAdapter {
+	return func(i interface{}) (interface{}, error) {
+		cfg, ok := i.(*JQMapperConfig)
+		if !ok {
+			return nil, fmt.Errorf("invalid input, expected JQMapperConfig")
+		}
+
+		return f(cfg)
+	}
+}
+
+// jqMapperConfigFunction returns a jq mapper transformation function from a JQMapperConfig
+func jqMapperConfigFunction(c *JQMapperConfig) (TransformationFunction, error) {
+	query, err := gojq.Parse(c.JQCommand)
+	if err != nil {
+		return nil, fmt.Errorf("error parsing jq command: %q", err.Error())
+	}
+
+	code, err := gojq.Compile(query)
+	if err != nil {
+		return nil, fmt.Errorf("error compiling jq query: %q", err.Error())
+	}
+
+	jq := &jqMapper{
+		JQCode:       code,
+		RunTimeoutMs: time.Duration(c.RunTimeoutMs) * time.Millisecond,
+		SpMode:       c.SpMode,
+	}
+
+	return jq.RunFunction(), nil
+}
+
+// JQMapperConfigPair is a configuration pair for the jq mapper transformation
+var JQMapperConfigPair = config.ConfigurationPair{
+	Name:   "jq",
+	Handle: jqMapperAdapterGenerator(jqMapperConfigFunction),
+}
+
+// mkJQInput ensures the input to JQ query is of expected type
+func mkJQInput(jqm *jqMapper, message *models.Message, interState interface{}) (map[string]interface{}, error) {
+	if !jqm.SpMode {
+		// gojq input can only be map[string]any or []any
+		// here we only consider the first, but we could also expand
+		var input map[string]interface{}
+		err := json.Unmarshal(message.Data, &input)
+		if err != nil {
+			return nil, err
+		}
+
+		return input, nil
+	}
+
+	parsedEvent, err := IntermediateAsSpEnrichedParsed(interState, message)
+	if err != nil {
+		return nil, err
+	}
+
+	spInput, err := parsedEvent.ToMap()
+	if err != nil {
+		return nil, err
+	}
+
+	return spInput, nil
+}
diff --git a/pkg/transform/mapper_test.go b/pkg/transform/mapper_test.go
new file mode 100644
index 00000000..60abd881
--- /dev/null
+++ b/pkg/transform/mapper_test.go
@@ -0,0 +1,507 @@
+/**
+ * Copyright (c) 2020-present Snowplow Analytics Ltd.
+ * All rights reserved.
+ *
+ * This software is made available by Snowplow Analytics, Ltd.,
+ * under the terms of the Snowplow Limited Use License Agreement, Version 1.0
+ * located at https://docs.snowplow.io/limited-use-license-1.0
+ * BY INSTALLING, DOWNLOADING, ACCESSING, USING OR DISTRIBUTING ANY PORTION
+ * OF THE SOFTWARE, YOU AGREE TO THE TERMS OF SUCH LICENSE AGREEMENT.
+ */
+
+package transform
+
+import (
+	"errors"
+	"reflect"
+	"strings"
+	"testing"
+
+	"github.com/davecgh/go-spew/spew"
+	"github.com/stretchr/testify/assert"
+
+	"github.com/snowplow/snowbridge/pkg/models"
+)
+
+func TestJQRunFunction_SpMode_true(t *testing.T) {
+	testCases := []struct {
+		Scenario        string
+		JQCommand       string
+		InputMsg        *models.Message
+		InputInterState interface{}
+		Expected        map[string]*models.Message
+		ExpInterState   interface{}
+		Error           error
+	}{
+		{
+			Scenario:  "happy_path",
+			JQCommand: `{foo: .app_id}`,
+			InputMsg: &models.Message{
+				Data:         SnowplowTsv1,
+				PartitionKey: "some-key",
+			},
+			InputInterState: nil,
+			Expected: map[string]*models.Message{
+				"success": {
+					Data:         []byte(`{"foo":"test-data1"}`),
+					PartitionKey: "some-key",
+				},
+				"filtered": nil,
+				"failed":   nil,
+			},
+			ExpInterState: nil,
+			Error:         nil,
+		},
+		{
+			Scenario:  "happy_path_with_Intermediate_state",
+			JQCommand: `{foo: .app_id}`,
+			InputMsg: &models.Message{
+				Data:         SnowplowTsv1,
+				PartitionKey: "some-key",
+			},
+			InputInterState: SpTsv1Parsed,
+			Expected: map[string]*models.Message{
+				"success": {
+					Data:         []byte(`{"foo":"test-data1"}`),
+					PartitionKey: "some-key",
+				},
+				"filtered": nil,
+				"failed":   nil,
+			},
+			ExpInterState: nil,
+			Error:         nil,
+		},
+		{
+			Scenario:  "selecting_from_context",
+			JQCommand: `{foo: .contexts_nl_basjes_yauaa_context_1[0].operatingSystemName}`,
+			InputMsg: &models.Message{
+				Data:         SnowplowTsv1,
+				PartitionKey: "some-key",
+			},
+			InputInterState: nil,
+			Expected: map[string]*models.Message{
+				"success": {
+					Data:         []byte(`{"foo":"Unknown"}`),
+					PartitionKey: "some-key",
+				},
+				"filtered": nil,
+				"failed":   nil,
+			},
+			ExpInterState: nil,
+			Error:         nil,
+		},
+	}
+
+	for _, tt := range testCases {
+		t.Run(tt.Scenario, func(t *testing.T) {
+			assert := assert.New(t)
+
+			jqConfig := &JQMapperConfig{
+				JQCommand:    tt.JQCommand,
+				RunTimeoutMs: 100,
+				SpMode:       true,
+			}
+
+			transFun, err := jqMapperConfigFunction(jqConfig)
+			assert.NotNil(transFun)
+			if err != nil {
+				t.Fatalf("failed to create transformation function with error: %q", err.Error())
+			}
+
+			s, f, e, i := transFun(tt.InputMsg, tt.InputInterState)
+
+			if !reflect.DeepEqual(i, tt.ExpInterState) {
+				t.Errorf("\nINTERMEDIATE_STATE:\nGOT:\n%s\nEXPECTED:\n%s",
+					spew.Sdump(i),
+					spew.Sdump(tt.ExpInterState))
+			}
+
+			if e == nil && tt.Error != nil {
+				t.Fatalf("missed expected error")
+			}
+
+			if e != nil {
+				gotErr := e.GetError()
+				expErr := tt.Error
+				if expErr == nil {
+					t.Fatalf("got unexpected error: %s", gotErr.Error())
+				}
+
+				if !strings.Contains(gotErr.Error(), expErr.Error()) {
+					t.Errorf("GOT_ERROR:\n%s\n does not contain\nEXPECTED_ERROR:\n%s",
+						gotErr.Error(),
+						expErr.Error())
+				}
+			}
+
+			assertMessagesCompareJQ(t, s, tt.Expected["success"], "success")
+			assertMessagesCompareJQ(t, f, tt.Expected["filtered"], "filtered")
+			assertMessagesCompareJQ(t, e, tt.Expected["failed"], "failed")
+		})
+	}
+}
+
+func TestJQRunFunction_SpMode_false(t *testing.T) {
+	testCases := []struct {
+		Scenario        string
+		JQCommand       string
+		InputMsg        *models.Message
+		InputInterState interface{}
+		Expected        map[string]*models.Message
+		ExpInterState   interface{}
+		Error           error
+	}{
+		{
+			Scenario:  "happy_path",
+			JQCommand: `{foo: .app_id}`,
+			InputMsg: &models.Message{
+				Data:         snowplowJSON1,
+				PartitionKey: "some-key",
+			},
+			InputInterState: nil,
+			Expected: map[string]*models.Message{
+				"success": {
+					Data:         []byte(`{"foo":"test-data1"}`),
+					PartitionKey: "some-key",
+				},
+				"filtered": nil,
+				"failed":   nil,
+			},
+			ExpInterState: nil,
+			Error:         nil,
+		},
+		{
+			Scenario: "with_multiple_returns",
+			JQCommand: `
+{
+    bar: .foo | ..
+}`,
+			InputMsg: &models.Message{
+				Data:         []byte(`{"foo":[1,2,3]}`),
+				PartitionKey: "some-key",
+			},
+			InputInterState: nil,
+			Expected: map[string]*models.Message{
+				"success": {
+					Data:         []byte(`{"bar":[1,2,3]}`),
+					PartitionKey: "some-key",
+				},
+				"filtered": nil,
+				"failed":   nil,
+			},
+			ExpInterState: nil,
+			Error:         nil,
+		},
+	}
+
+	for _, tt := range testCases {
+		t.Run(tt.Scenario, func(t *testing.T) {
+			assert := assert.New(t)
+
+			jqConfig := &JQMapperConfig{
+				JQCommand:    tt.JQCommand,
+				RunTimeoutMs: 100,
+				SpMode:       false,
+			}
+
+			transFun, err := jqMapperConfigFunction(jqConfig)
+			assert.NotNil(transFun)
+			if err != nil {
+				t.Fatalf("failed to create transformation function with error: %q", err.Error())
+			}
+
+			s, f, e, i := transFun(tt.InputMsg, tt.InputInterState)
+
+			if !reflect.DeepEqual(i, tt.ExpInterState) {
+				t.Errorf("\nINTERMEDIATE_STATE:\nGOT:\n%s\nEXPECTED:\n%s",
+					spew.Sdump(i),
+					spew.Sdump(tt.ExpInterState))
+			}
+
+			if e == nil && tt.Error != nil {
+				t.Fatalf("missed expected error")
+			}
+
+			if e != nil {
+				gotErr := e.GetError()
+				expErr := tt.Error
+				if expErr == nil {
+					t.Fatalf("got unexpected error: %s", gotErr.Error())
+				}
+
+				if !strings.Contains(gotErr.Error(), expErr.Error()) {
+					t.Errorf("GOT_ERROR:\n%s\n does not contain\nEXPECTED_ERROR:\n%s",
+						gotErr.Error(),
+						expErr.Error())
+				}
+			}
+
+			assertMessagesCompareJQ(t, s, tt.Expected["success"], "success")
+			assertMessagesCompareJQ(t, f, tt.Expected["filtered"], "filtered")
+			assertMessagesCompareJQ(t, e, tt.Expected["failed"], "failed")
+		})
+	}
+}
+
+func TestJQRunFunction_errors(t *testing.T) {
+	testCases := []struct {
+		Scenario        string
+		JQConfig        *JQMapperConfig
+		InputMsg        *models.Message
+		InputInterState interface{}
+		Expected        map[string]*models.Message
+		ExpInterState   interface{}
+		Error           error
+	}{
+		{
+			Scenario: "not_a_map_a",
+			JQConfig: &JQMapperConfig{
+				JQCommand:    `.`,
+				RunTimeoutMs: 100,
+				SpMode:       false,
+			},
+			InputMsg: &models.Message{
+				Data:         []byte(`[]`),
+				PartitionKey: "some-key",
+			},
+			InputInterState: nil,
+			Expected: map[string]*models.Message{
+				"success":  nil,
+				"filtered": nil,
+				"failed": {
+					Data:         []byte(`[]`),
+					PartitionKey: "some-key",
+				},
+			},
+			ExpInterState: nil,
+			Error:         errors.New("cannot unmarshal array into Go value of type map[string]interface {}"),
+		},
+		{
+			Scenario: "not_a_map_b",
+			JQConfig: &JQMapperConfig{
+				JQCommand:    `.`,
+				RunTimeoutMs: 100,
+				SpMode:       false,
+			},
+			InputMsg: &models.Message{
+				Data:         []byte(`a`),
+				PartitionKey: "some-key",
+			},
+			InputInterState: nil,
+			Expected: map[string]*models.Message{
+				"success":  nil,
+				"filtered": nil,
+				"failed": {
+					Data:         []byte(`a`),
+					PartitionKey: "some-key",
+				},
+			},
+			ExpInterState: nil,
+			Error:         errors.New("invalid character 'a' looking for beginning of value"),
+		},
+		{
+			Scenario: "not_snowplow_event_with_spMode_true",
+			JQConfig: &JQMapperConfig{
+				JQCommand:    `.`,
+				RunTimeoutMs: 100,
+				SpMode:       true,
+			},
+			InputMsg: &models.Message{
+				Data:         []byte(`a`),
+				PartitionKey: "some-key",
+			},
+			InputInterState: nil,
+			Expected: map[string]*models.Message{
+				"success":  nil,
+				"filtered": nil,
+				"failed": {
+					Data:         []byte(`a`),
+					PartitionKey: "some-key",
+				},
+			},
+			ExpInterState: nil,
+			Error:         errors.New("Cannot parse tsv event"),
+		},
+		{
+			Scenario: "deadline_exceeded",
+			JQConfig: &JQMapperConfig{
+				JQCommand:    `{foo: .app_id}`,
+				RunTimeoutMs: 0,
+				SpMode:       true,
+			},
+			InputMsg: &models.Message{
+				Data:         SnowplowTsv1,
+				PartitionKey: "some-key",
+			},
+			InputInterState: nil,
+			Expected: map[string]*models.Message{
+				"success":  nil,
+				"filtered": nil,
+				"failed": {
+					Data:         SnowplowTsv1,
+					PartitionKey: "some-key",
+				},
+			},
+			ExpInterState: nil,
+			Error:         errors.New("context deadline"),
+		},
+		{
+			Scenario: "no_output",
+			JQConfig: &JQMapperConfig{
+				JQCommand:    `.foo[].value`,
+				RunTimeoutMs: 100,
+				SpMode:       false,
+			},
+			InputMsg: &models.Message{
+				Data:         []byte(`{"foo": []}`),
+				PartitionKey: "some-key",
+			},
+			InputInterState: nil,
+			Expected: map[string]*models.Message{
+				"success":  nil,
+				"filtered": nil,
+				"failed": {
+					Data:         []byte(`{"foo": []}`),
+					PartitionKey: "some-key",
+				},
+			},
+			ExpInterState: nil,
+			Error:         errors.New("jq query got no output"),
+		},
+	}
+
+	for _, tt := range testCases {
+		t.Run(tt.Scenario, func(t *testing.T) {
+			assert := assert.New(t)
+
+			transFun, err := jqMapperConfigFunction(tt.JQConfig)
+			assert.NotNil(transFun)
+			if err != nil {
+				t.Fatalf("failed to create transformation function with error: %q", err.Error())
+			}
+
+			s, f, e, i := transFun(tt.InputMsg, tt.InputInterState)
+
+			if !reflect.DeepEqual(i, tt.ExpInterState) {
+				t.Errorf("\nINTERMEDIATE_STATE:\nGOT:\n%s\nEXPECTED:\n%s",
+					spew.Sdump(i),
+					spew.Sdump(tt.ExpInterState))
+			}
+
+			if e == nil && tt.Error != nil {
+				t.Fatalf("missed expected error")
+			}
+
+			if e != nil {
+				gotErr := e.GetError()
+				expErr := tt.Error
+				if expErr == nil {
+					t.Fatalf("got unexpected error: %s", gotErr.Error())
+				}
+
+				if !strings.Contains(gotErr.Error(), expErr.Error()) {
+					t.Errorf("GOT_ERROR:\n%s\n does not contain\nEXPECTED_ERROR:\n%s",
+						gotErr.Error(),
+						expErr.Error())
+				}
+			}
+
+			assertMessagesCompareJQ(t, s, tt.Expected["success"], "success")
+			assertMessagesCompareJQ(t, f, tt.Expected["filtered"], "filtered")
+			assertMessagesCompareJQ(t, e, tt.Expected["failed"], "failed")
+		})
+	}
+}
+
+func TestJQMapperConfigFunction(t *testing.T) {
+	testCases := []struct {
+		Scenario  string
+		JQCommand string
+		Error     error
+	}{
+		{
+			Scenario: "compile_error",
+			JQCommand: `
+{
+    foo: something_undefined
+}
+`,
+			Error: errors.New("error compiling jq query"),
+		},
+		{
+			Scenario:  "parsing_error",
+			JQCommand: `^`,
+			Error:     errors.New("error parsing jq command"),
+		},
+	}
+
+	for _, tt := range testCases {
+		t.Run(tt.Scenario, func(t *testing.T) {
+			assert := assert.New(t)
+
+			jqCfg := &JQMapperConfig{
+				JQCommand:    tt.JQCommand,
+				RunTimeoutMs: 100,
+				SpMode:       false,
+			}
+
+			transFun, err := jqMapperConfigFunction(jqCfg)
+
+			if err == nil && tt.Error != nil {
+				t.Fatalf("missed expected error")
+			}
+
+			if err != nil {
+				assert.Nil(transFun)
+
+				expErr := tt.Error
+				if expErr == nil {
+					t.Fatalf("got unexpected error: %s", err.Error())
+				}
+
+				if !strings.Contains(err.Error(), expErr.Error()) {
+					t.Errorf("GOT_ERROR:\n%s\n does not contain\nEXPECTED_ERROR:\n%s",
+						err.Error(),
+						expErr.Error())
+				}
+			}
+		})
+	}
+}
+
+// Helper
+func assertMessagesCompareJQ(t *testing.T, act, exp *models.Message, hint string) {
+	t.Helper()
+	ok := false
+	headersOk := false
+	switch {
+	case act == nil:
+		ok = exp == nil
+	case exp == nil:
+	default:
+		pkOk := act.PartitionKey == exp.PartitionKey
+		dataOk := reflect.DeepEqual(act.Data, exp.Data)
+		cTimeOk := reflect.DeepEqual(act.TimeCreated, exp.TimeCreated)
+		pTimeOk := reflect.DeepEqual(act.TimePulled, exp.TimePulled)
+		tTimeOk := reflect.DeepEqual(act.TimeTransformed, exp.TimeTransformed)
+		ackOk := reflect.DeepEqual(act.AckFunc, exp.AckFunc)
+		headersOk = reflect.DeepEqual(act.HTTPHeaders, exp.HTTPHeaders)
+
+		if pkOk && dataOk && cTimeOk && pTimeOk && tTimeOk && ackOk && headersOk {
+			ok = true
+		}
+	}
+
+	if !ok {
+		// message.HTTPHeaders are not printed
+		if headersOk == false && act != nil && exp != nil {
+			t.Errorf("\nUnexpected HTTPHeaders:\nGOT:\n%s\nEXPECTED:\n%s\n",
+				spew.Sdump(act.HTTPHeaders),
+				spew.Sdump(exp.HTTPHeaders))
+		} else {
+			t.Errorf("\nGOT:\n%s\nEXPECTED:\n%s\n",
+				spew.Sdump(act),
+				spew.Sdump(exp))
+		}
+	}
+}
diff --git a/pkg/transform/transformconfig/transform_config.go b/pkg/transform/transformconfig/transform_config.go
index bff5cec9..23fbb8b9 100644
--- a/pkg/transform/transformconfig/transform_config.go
+++ b/pkg/transform/transformconfig/transform_config.go
@@ -30,6 +30,7 @@ var SupportedTransformations = []config.ConfigurationPair{
 	transform.Base64DecodeConfigPair,
 	transform.Base64EncodeConfigPair,
 	transform.GTMSSPreviewConfigPair,
+	transform.JQMapperConfigPair,
 	engine.LuaConfigPair,
 	engine.JSConfigPair,
 }

From 58e67110e5278847982e6fadfb717fee76265d73 Mon Sep 17 00:00:00 2001
From: adatzer <ada@snowplowanalytics.com>
Date: Thu, 20 Jun 2024 17:03:21 +0300
Subject: [PATCH 3/6] Remove Lua transformation

---
 .../create-a-script-filter-example.lua        |    3 -
 .../create-a-script-modify-example.lua        |   11 -
 .../create-a-script-setpk-example.lua         |    4 -
 .../create-a-script-setpk-modify-example.lua  |   11 -
 .../examples/lua-config-example.hcl           |   13 -
 .../examples/lua-script-example.lua           |    9 -
 .../lua-configuration-full-example.hcl        |   19 -
 .../lua-configuration-minimal-example.hcl     |   13 -
 .../configs/transform-mixed-error.hcl         |    7 -
 .../configs/transform-mixed.hcl               |    6 -
 .../scripts/lua-add-hello.lua                 |    4 -
 .../TestGetTransformations/configs/lua.hcl    |    5 -
 .../TestGetTransformations/scripts/script.lua |    7 -
 ...configuration_transformations_docs_test.go |   27 -
 go.mod                                        |    3 -
 go.sum                                        |    6 -
 pkg/transform/engine/engine_lua.go            |  354 ------
 pkg/transform/engine/engine_lua_test.go       | 1046 -----------------
 .../transformconfig/transform_config.go       |    1 -
 .../transformconfig/transform_config_test.go  |    7 +-
 .../transformations/luaPlainFilter/config.hcl |    8 -
 .../luaPlainFilter/expected_data.txt          |    5 -
 .../transformations/luaPlainFilter/script.lua |    7 -
 .../transformations/luaPlainSetPk/config.hcl  |    9 -
 .../luaPlainSetPk/expected_data.txt           |  200 ----
 .../transformations/luaPlainSetPk/script.lua  |    4 -
 .../luaPlainTransform/config.hcl              |    8 -
 .../luaPlainTransform/expected_data.txt       |  200 ----
 .../luaPlainTransform/script.lua              |    4 -
 release_test/e2e_transform_test.go            |   15 +-
 30 files changed, 3 insertions(+), 2013 deletions(-)
 delete mode 100644 assets/docs/configuration/transformations/custom-scripts/create-a-script-filter-example.lua
 delete mode 100644 assets/docs/configuration/transformations/custom-scripts/create-a-script-modify-example.lua
 delete mode 100644 assets/docs/configuration/transformations/custom-scripts/create-a-script-setpk-example.lua
 delete mode 100644 assets/docs/configuration/transformations/custom-scripts/create-a-script-setpk-modify-example.lua
 delete mode 100644 assets/docs/configuration/transformations/custom-scripts/examples/lua-config-example.hcl
 delete mode 100644 assets/docs/configuration/transformations/custom-scripts/examples/lua-script-example.lua
 delete mode 100644 assets/docs/configuration/transformations/custom-scripts/lua-configuration-full-example.hcl
 delete mode 100644 assets/docs/configuration/transformations/custom-scripts/lua-configuration-minimal-example.hcl
 delete mode 100644 assets/test/transformconfig/TestEnginesAndTransformations/scripts/lua-add-hello.lua
 delete mode 100644 assets/test/transformconfig/TestGetTransformations/configs/lua.hcl
 delete mode 100644 assets/test/transformconfig/TestGetTransformations/scripts/script.lua
 delete mode 100644 pkg/transform/engine/engine_lua.go
 delete mode 100644 pkg/transform/engine/engine_lua_test.go
 delete mode 100644 release_test/cases/transformations/luaPlainFilter/config.hcl
 delete mode 100644 release_test/cases/transformations/luaPlainFilter/expected_data.txt
 delete mode 100644 release_test/cases/transformations/luaPlainFilter/script.lua
 delete mode 100644 release_test/cases/transformations/luaPlainSetPk/config.hcl
 delete mode 100644 release_test/cases/transformations/luaPlainSetPk/expected_data.txt
 delete mode 100644 release_test/cases/transformations/luaPlainSetPk/script.lua
 delete mode 100644 release_test/cases/transformations/luaPlainTransform/config.hcl
 delete mode 100644 release_test/cases/transformations/luaPlainTransform/expected_data.txt
 delete mode 100644 release_test/cases/transformations/luaPlainTransform/script.lua

diff --git a/assets/docs/configuration/transformations/custom-scripts/create-a-script-filter-example.lua b/assets/docs/configuration/transformations/custom-scripts/create-a-script-filter-example.lua
deleted file mode 100644
index 92802744..00000000
--- a/assets/docs/configuration/transformations/custom-scripts/create-a-script-filter-example.lua
+++ /dev/null
@@ -1,3 +0,0 @@
-function main(input)
-	return { FilterOut = true }
-end
\ No newline at end of file
diff --git a/assets/docs/configuration/transformations/custom-scripts/create-a-script-modify-example.lua b/assets/docs/configuration/transformations/custom-scripts/create-a-script-modify-example.lua
deleted file mode 100644
index edc5f17b..00000000
--- a/assets/docs/configuration/transformations/custom-scripts/create-a-script-modify-example.lua
+++ /dev/null
@@ -1,11 +0,0 @@
-function main(input)
-    -- input is a string, so we parse it
-    local json = require("json")
-    local jsonObj, _ = json.decode(input.Data)
-
-    -- set the name field
-    jsonObj.name = "Bruce Wayne"
-
-    -- Pass it back to Snowbridge via the Data field
-    return { Data = jsonObj }
-end
\ No newline at end of file
diff --git a/assets/docs/configuration/transformations/custom-scripts/create-a-script-setpk-example.lua b/assets/docs/configuration/transformations/custom-scripts/create-a-script-setpk-example.lua
deleted file mode 100644
index 207ed949..00000000
--- a/assets/docs/configuration/transformations/custom-scripts/create-a-script-setpk-example.lua
+++ /dev/null
@@ -1,4 +0,0 @@
-function main(input)
-	input.PartitionKey = "myPk"
-	return input
-end
\ No newline at end of file
diff --git a/assets/docs/configuration/transformations/custom-scripts/create-a-script-setpk-modify-example.lua b/assets/docs/configuration/transformations/custom-scripts/create-a-script-setpk-modify-example.lua
deleted file mode 100644
index 7b25ba0a..00000000
--- a/assets/docs/configuration/transformations/custom-scripts/create-a-script-setpk-modify-example.lua
+++ /dev/null
@@ -1,11 +0,0 @@
-function main(input)
-    -- input is a string, so we parse it
-    local json = require("json")
-    local jsonObj, _ = json.decode(input.Data)
-
-    -- set the name field
-    jsonObj.name = "Bruce Wayne"
-
-    -- Pass it back to Snowbridge via the Data field
-    return { Data = jsonObj, ParititionKey = "myPk" }
-end
\ No newline at end of file
diff --git a/assets/docs/configuration/transformations/custom-scripts/examples/lua-config-example.hcl b/assets/docs/configuration/transformations/custom-scripts/examples/lua-config-example.hcl
deleted file mode 100644
index 2bad78e7..00000000
--- a/assets/docs/configuration/transformations/custom-scripts/examples/lua-config-example.hcl
+++ /dev/null
@@ -1,13 +0,0 @@
-transform {
-  use "lua" {
-
-    # Path to the script to be run.
-    # The path provided must be relative to the runtime. 
-    # When running the CLI directly, this is relative to the directory from which the cli is called - it is best to provide absolute paths in this instance.
-    # When running via Docker, a file should be mounted to the container, and the path provided is the mount location.
-    # For this example, we use an environment variable, to facilitate unit tests. A hardcoded value may also be provided (eg. "/tmp/myscript.lua")
-    script_path = env.LUA_SCRIPT_EXAMPLE_PATH
-
-    sandbox     = false # This setting preloads the json package, along with some other default packages
-  }
-}
\ No newline at end of file
diff --git a/assets/docs/configuration/transformations/custom-scripts/examples/lua-script-example.lua b/assets/docs/configuration/transformations/custom-scripts/examples/lua-script-example.lua
deleted file mode 100644
index 4124474e..00000000
--- a/assets/docs/configuration/transformations/custom-scripts/examples/lua-script-example.lua
+++ /dev/null
@@ -1,9 +0,0 @@
-function main(input)
-	local json = require("json")
-	local jsonObj, _ = json.decode(input.Data)
-	if jsonObj.batmobileCount < 1 then 
-		return {Data = "", FilterOut = true}
-	end
-	jsonObj.name = "Bruce Wayne"
-	return { Data = jsonObj, PartitionKey = jsonObj.id }
-end
\ No newline at end of file
diff --git a/assets/docs/configuration/transformations/custom-scripts/lua-configuration-full-example.hcl b/assets/docs/configuration/transformations/custom-scripts/lua-configuration-full-example.hcl
deleted file mode 100644
index 5e294e32..00000000
--- a/assets/docs/configuration/transformations/custom-scripts/lua-configuration-full-example.hcl
+++ /dev/null
@@ -1,19 +0,0 @@
-# lua configuration
-transform {
-  use "lua" {
-
-    # Path to the script to be run.
-    # The path provided must be relative to the runtime. 
-    # When running the CLI directly, this is relative to the directory from which the cli is called - it is best to provide absolute paths in this instance.
-    # When running via Docker, a file should be mounted to the container, and the path provided is the mount location.
-    # For this example, we use an environment variable, to facilitate unit tests. A hardcoded value may also be provided (eg. "/tmp/myscript.lua")
-    script_path = env.LUA_SCRIPT_PATH
-
-    # Timeout for execution of the script, in seconds. (optional)
-    timeout_sec = 20
-
-    # if true, libraries are not opened by default. Otherwise, the default [gopher-lua](https://github.com/yuin/gopher-lua/blob/658193537a640772633e656f4673334fe1644944/linit.go#L31-L42) libraries are loaded, in addition to [gopher-json](https://pkg.go.dev/layeh.com/gopher-json).
-    # Libraries are loaded on initialisation of the runtime - which is per-event. For better performance, set to true.
-    sandbox     = true
-  }
-}
\ No newline at end of file
diff --git a/assets/docs/configuration/transformations/custom-scripts/lua-configuration-minimal-example.hcl b/assets/docs/configuration/transformations/custom-scripts/lua-configuration-minimal-example.hcl
deleted file mode 100644
index c799ffee..00000000
--- a/assets/docs/configuration/transformations/custom-scripts/lua-configuration-minimal-example.hcl
+++ /dev/null
@@ -1,13 +0,0 @@
-# lua configuration
-transform {
-  use "lua" {
-
-    # Path to the script to be run.
-    # The path provided must be relative to the runtime. 
-    # When running the CLI directly, this is relative to the directory from which the cli is called - it is best to provide absolute paths in this instance.
-    # When running via Docker, a file should be mounted to the container, and the path provided is the mount location.
-    # For this example, we use an environment variable, to facilitate unit tests. A hardcoded value may also be provided (eg. "/tmp/myscript.lua")
-    script_path = env.LUA_SCRIPT_PATH
-
-  }
-}
\ No newline at end of file
diff --git a/assets/test/transformconfig/TestEnginesAndTransformations/configs/transform-mixed-error.hcl b/assets/test/transformconfig/TestEnginesAndTransformations/configs/transform-mixed-error.hcl
index e65e51d2..034547f8 100644
--- a/assets/test/transformconfig/TestEnginesAndTransformations/configs/transform-mixed-error.hcl
+++ b/assets/test/transformconfig/TestEnginesAndTransformations/configs/transform-mixed-error.hcl
@@ -11,10 +11,3 @@ transform {
     script_path = env.JS_ERROR_PATH
   }
 }
-
-transform {
-  use "lua" {
-    timeout_sec = 15
-    script_path = env.LUA_ADD_HELLO_PATH
-  }
-}
\ No newline at end of file
diff --git a/assets/test/transformconfig/TestEnginesAndTransformations/configs/transform-mixed.hcl b/assets/test/transformconfig/TestEnginesAndTransformations/configs/transform-mixed.hcl
index 6da39306..2c406b3e 100644
--- a/assets/test/transformconfig/TestEnginesAndTransformations/configs/transform-mixed.hcl
+++ b/assets/test/transformconfig/TestEnginesAndTransformations/configs/transform-mixed.hcl
@@ -9,9 +9,3 @@ transform {
     script_path = env.JS_ALTER_AID_2_PATH
   }
 }
-
-transform {
-  use "lua" {
-    script_path = env.LUA_ADD_HELLO_PATH
-  }
-}
\ No newline at end of file
diff --git a/assets/test/transformconfig/TestEnginesAndTransformations/scripts/lua-add-hello.lua b/assets/test/transformconfig/TestEnginesAndTransformations/scripts/lua-add-hello.lua
deleted file mode 100644
index 379c48bd..00000000
--- a/assets/test/transformconfig/TestEnginesAndTransformations/scripts/lua-add-hello.lua
+++ /dev/null
@@ -1,4 +0,0 @@
-function main(x)
-    x.Data = "Hello:" .. x.Data
-    return x
-  end
\ No newline at end of file
diff --git a/assets/test/transformconfig/TestGetTransformations/configs/lua.hcl b/assets/test/transformconfig/TestGetTransformations/configs/lua.hcl
deleted file mode 100644
index 716c0522..00000000
--- a/assets/test/transformconfig/TestGetTransformations/configs/lua.hcl
+++ /dev/null
@@ -1,5 +0,0 @@
-transform {
-  use "lua" {
-    script_path = env.LUA_SCRIPT_PATH
-  }
-}
\ No newline at end of file
diff --git a/assets/test/transformconfig/TestGetTransformations/scripts/script.lua b/assets/test/transformconfig/TestGetTransformations/scripts/script.lua
deleted file mode 100644
index 28b59219..00000000
--- a/assets/test/transformconfig/TestGetTransformations/scripts/script.lua
+++ /dev/null
@@ -1,7 +0,0 @@
-function main(input)
-    if string.find(input.Data, "aid_6", 0, true) ~= nil then
-        return input
-    else
-        return {Data = "", FilterOut = true}
-    end
-end
\ No newline at end of file
diff --git a/docs/configuration_transformations_docs_test.go b/docs/configuration_transformations_docs_test.go
index 01ca9bd1..a2e7f73e 100644
--- a/docs/configuration_transformations_docs_test.go
+++ b/docs/configuration_transformations_docs_test.go
@@ -65,18 +65,12 @@ func TestScriptTransformationCustomScripts(t *testing.T) {
 	// Set env vars with paths to scripts
 	t.Setenv("JS_SCRIPT_PATH", jsScriptPath)
 
-	luaScriptPath := filepath.Join(assets.AssetsRootDir, "docs", "configuration", "transformations", "custom-scripts", "create-a-script-filter-example.lua")
-	t.Setenv("LUA_SCRIPT_PATH", luaScriptPath)
-
 	jsNonSnowplowScriptPath := filepath.Join(assets.AssetsRootDir, "docs", "configuration", "transformations", "custom-scripts", "examples", "js-non-snowplow-script-example.js")
 	t.Setenv("JS_NON_SNOWPLOW_SCRIPT_PATH", jsNonSnowplowScriptPath)
 
 	jsSnowplowScriptPath := filepath.Join(assets.AssetsRootDir, "docs", "configuration", "transformations", "custom-scripts", "examples", "js-snowplow-script-example.js")
 	t.Setenv("JS_SNOWPLOW_SCRIPT_PATH", jsSnowplowScriptPath)
 
-	luaNonSnowplowScriptPath := filepath.Join(assets.AssetsRootDir, "docs", "configuration", "transformations", "custom-scripts", "examples", "lua-script-example.lua")
-	t.Setenv("LUA_SCRIPT_EXAMPLE_PATH", luaNonSnowplowScriptPath)
-
 	baseDir := filepath.Join(assets.AssetsRootDir, "docs", "configuration", "transformations", "custom-scripts")
 
 	filesInBaseDir, err := ioutil.ReadDir(baseDir)
@@ -109,9 +103,6 @@ func TestScriptTransformationCustomScripts(t *testing.T) {
 		case ".js":
 			// Test that all of our JS snippets compile with the engine, pass smoke test, and successfully create a transformation function
 			testJSScriptCompiles(t, file)
-		case ".lua":
-			// Test that all of our Lua snippets compile with the engine, pass smoke test, and successfully create a transformation function
-			testLuaScriptCompiles(t, file)
 		case ".hcl":
 			isFull := strings.Contains(file, "full-example")
 
@@ -168,8 +159,6 @@ func testTransformationConfig(t *testing.T, filepath string, fullExample bool) {
 			configObject = &transform.GTMSSPreviewConfig{}
 		case "js":
 			configObject = &engine.JSEngineConfig{}
-		case "lua":
-			configObject = &engine.LuaEngineConfig{}
 		default:
 			assert.Fail(fmt.Sprint("Source not recognised: ", use.Name))
 		}
@@ -212,19 +201,3 @@ func testJSScriptCompiles(t *testing.T, scriptPath string) {
 	}
 
 }
-
-func testLuaScriptCompiles(t *testing.T, scriptPath string) {
-	assert := assert.New(t)
-
-	luaConfig := &engine.LuaEngineConfig{
-		ScriptPath: scriptPath,
-		RunTimeout: 5, // This is needed here as we're providing config directly, not using defaults.
-	}
-
-	// LuaConfigFunction validates and smoke tests the function, and only returns valid transformation functions.
-	luaTransformationFunction, err := engine.LuaConfigFunction(luaConfig)
-	assert.NotNil(luaTransformationFunction, scriptPath)
-	if err != nil {
-		t.Fatalf("NewLuaEngine failed with error: %s. Script: %s", err.Error(), string(scriptPath))
-	}
-}
diff --git a/go.mod b/go.mod
index fb8ab71e..df10b29b 100644
--- a/go.mod
+++ b/go.mod
@@ -53,10 +53,7 @@ require (
 	github.com/itchyny/gojq v0.12.16
 	github.com/json-iterator/go v1.1.12
 	github.com/snowplow/snowplow-golang-tracker/v2 v2.4.1
-	github.com/yuin/gluamapper v0.0.0-20150323120927-d836955830e7
-	github.com/yuin/gopher-lua v1.1.1
 	github.com/zclconf/go-cty v1.14.4
-	layeh.com/gopher-json v0.0.0-20201124131017-552bb3c4c3bf
 )
 
 require (
diff --git a/go.sum b/go.sum
index b6059a35..0c815322 100644
--- a/go.sum
+++ b/go.sum
@@ -394,11 +394,7 @@ github.com/yalp/jsonpath v0.0.0-20180802001716-5cc68e5049a0/go.mod h1:/LWChgwKmv
 github.com/yudai/gojsondiff v1.0.0/go.mod h1:AY32+k2cwILAkW1fbgxQ5mUmMiZFgLIV+FBNExI05xg=
 github.com/yudai/golcs v0.0.0-20170316035057-ecda9a501e82/go.mod h1:lgjkn3NuSvDfVJdfcVVdX+jpBxNmX4rDAzaS45IcYoM=
 github.com/yudai/pp v2.0.1+incompatible/go.mod h1:PuxR/8QJ7cyCkFp/aUDS+JY727OFEZkTdatxwunjIkc=
-github.com/yuin/gluamapper v0.0.0-20150323120927-d836955830e7 h1:noHsffKZsNfU38DwcXWEPldrTjIZ8FPNKx8mYMGnqjs=
-github.com/yuin/gluamapper v0.0.0-20150323120927-d836955830e7/go.mod h1:bbMEM6aU1WDF1ErA5YJ0p91652pGv140gGw4Ww3RGp8=
 github.com/yuin/goldmark v1.4.13/go.mod h1:6yULJ656Px+3vBD8DxQVa3kxgyrAnzto9xy5taEt/CY=
-github.com/yuin/gopher-lua v1.1.1 h1:kYKnWBjvbNP4XLT3+bPEwAXJx262OhaHDWDVOPjL46M=
-github.com/yuin/gopher-lua v1.1.1/go.mod h1:GBR0iDaNXjAgGg9zfCvksxSRnQx76gclCIb7kdAd1Pw=
 github.com/zclconf/go-cty v1.14.4 h1:uXXczd9QDGsgu0i/QFR/hzI5NYCHLf6NQw/atrbnhq8=
 github.com/zclconf/go-cty v1.14.4/go.mod h1:VvMs5i0vgZdhYawQNq5kePSpLAoz8u1xvZgrPIxfnZE=
 github.com/zclconf/go-cty-debug v0.0.0-20191215020915-b22d67c1ba0b h1:FosyBZYxY34Wul7O/MSKey3txpPYyCqVO5ZyceuQJEI=
@@ -578,5 +574,3 @@ gotest.tools/v3 v3.5.1 h1:EENdUnS3pdur5nybKYIh2Vfgc8IUNBjxDPSjtiJcOzU=
 gotest.tools/v3 v3.5.1/go.mod h1:isy3WKz7GK6uNw/sbHzfKBLvlvXwUyV06n6brMxxopU=
 honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
-layeh.com/gopher-json v0.0.0-20201124131017-552bb3c4c3bf h1:rRz0YsF7VXj9fXRF6yQgFI7DzST+hsI3TeFSGupntu0=
-layeh.com/gopher-json v0.0.0-20201124131017-552bb3c4c3bf/go.mod h1:ivKkcY8Zxw5ba0jldhZCYYQfGdb2K6u9tbYK1AwMIBc=
diff --git a/pkg/transform/engine/engine_lua.go b/pkg/transform/engine/engine_lua.go
deleted file mode 100644
index 810e3253..00000000
--- a/pkg/transform/engine/engine_lua.go
+++ /dev/null
@@ -1,354 +0,0 @@
-/**
- * Copyright (c) 2020-present Snowplow Analytics Ltd.
- * All rights reserved.
- *
- * This software is made available by Snowplow Analytics, Ltd.,
- * under the terms of the Snowplow Limited Use License Agreement, Version 1.0
- * located at https://docs.snowplow.io/limited-use-license-1.0
- * BY INSTALLING, DOWNLOADING, ACCESSING, USING OR DISTRIBUTING ANY PORTION
- * OF THE SOFTWARE, YOU AGREE TO THE TERMS OF SUCH LICENSE AGREEMENT.
- */
-
-package engine
-
-import (
-	"context"
-	"fmt"
-	"os"
-	"strings"
-	"time"
-
-	"github.com/pkg/errors"
-	"github.com/yuin/gluamapper"
-	lua "github.com/yuin/gopher-lua"
-	luaparse "github.com/yuin/gopher-lua/parse"
-	luajson "layeh.com/gopher-json"
-
-	"github.com/snowplow/snowbridge/config"
-	"github.com/snowplow/snowbridge/pkg/models"
-	"github.com/snowplow/snowbridge/pkg/transform"
-)
-
-// LuaEngineConfig configures the Lua Engine.
-type LuaEngineConfig struct {
-	ScriptPath string `hcl:"script_path,optional"`
-	RunTimeout int    `hcl:"timeout_sec,optional"`
-	Sandbox    bool   `hcl:"sandbox,optional"`
-}
-
-// LuaEngine handles the provision of a Lua runtime to run transformations.
-type LuaEngine struct {
-	Code       *lua.FunctionProto
-	RunTimeout time.Duration
-	Options    *lua.Options
-}
-
-// NewLuaEngine returns a Lua Engine from a LuaEngineConfig.
-func NewLuaEngine(c *LuaEngineConfig, script string) (*LuaEngine, error) {
-	compiledCode, err := compileLuaCode(script)
-	if err != nil {
-		return nil, err
-	}
-
-	eng := &LuaEngine{
-		Code:       compiledCode,
-		RunTimeout: time.Duration(c.RunTimeout) * time.Second,
-		Options:    &lua.Options{SkipOpenLibs: c.Sandbox},
-	}
-
-	return eng, nil
-}
-
-// The LuaEngineAdapter type is an adapter for functions to be used as
-// pluggable components for Lua transformation. It implements the Pluggable interface.
-type LuaEngineAdapter func(i interface{}) (interface{}, error)
-
-// AdaptLuaEngineFunc returns a LuaEngineAdapter.
-func AdaptLuaEngineFunc(f func(c *LuaEngineConfig) (*LuaEngine, error)) LuaEngineAdapter {
-	return func(i interface{}) (interface{}, error) {
-		cfg, ok := i.(*LuaEngineConfig)
-		if !ok {
-			return nil, errors.New("invalid input, expected LuaEngineConfig")
-		}
-
-		return f(cfg)
-	}
-}
-
-// Create implements the ComponentCreator interface.
-func (f LuaEngineAdapter) Create(i interface{}) (interface{}, error) {
-	return f(i)
-}
-
-// ProvideDefault implements the ComponentConfigurable interface.
-func (f LuaEngineAdapter) ProvideDefault() (interface{}, error) {
-	// Provide defaults for the optional parameters
-	// whose default is not their zero value.
-	cfg := &LuaEngineConfig{
-		RunTimeout: 5,
-		Sandbox:    true,
-	}
-
-	return cfg, nil
-}
-
-// LuaAdapterGenerator returns a lua transformation adapter.
-func LuaAdapterGenerator(f func(c *LuaEngineConfig) (transform.TransformationFunction, error)) LuaEngineAdapter {
-	return func(i interface{}) (interface{}, error) {
-		cfg, ok := i.(*LuaEngineConfig)
-		if !ok {
-			return nil, errors.New("invalid input, expected spEnrichedFilterConfig")
-		}
-
-		return f(cfg)
-	}
-}
-
-// LuaConfigFunction returns a lua transformation function, from a LuaEngineConfig.
-func LuaConfigFunction(c *LuaEngineConfig) (transform.TransformationFunction, error) {
-	script, err := os.ReadFile(c.ScriptPath)
-	if err != nil {
-		return nil, errors.Wrap(err, fmt.Sprintf("Error reading script at path %s", c.ScriptPath))
-	}
-
-	engine, err := NewLuaEngine(c, string(script))
-	if err != nil {
-		return nil, errors.Wrap(err, "error building Lua engine")
-	}
-
-	smkTestErr := engine.SmokeTest("main")
-	if smkTestErr != nil {
-		return nil, errors.Wrap(smkTestErr, "error smoke testing Lua function")
-	}
-
-	return engine.MakeFunction("main"), nil
-}
-
-// LuaConfigPair is a configuration pair for the lua transformation
-var LuaConfigPair = config.ConfigurationPair{
-	Name:   "lua",
-	Handle: LuaAdapterGenerator(LuaConfigFunction),
-}
-
-// SmokeTest implements smokeTester.
-func (e *LuaEngine) SmokeTest(funcName string) error {
-	// setup the Lua state
-	L := lua.NewState(*e.Options) // L is ptr
-	defer L.Close()
-
-	d := time.Now().Add(e.RunTimeout)
-	ctx, cancel := context.WithDeadline(context.Background(), d)
-	defer cancel()
-	L.SetContext(ctx)
-
-	return initVM(e, L, funcName)
-}
-
-// MakeFunction implements functionMaker.
-func (e *LuaEngine) MakeFunction(funcName string) transform.TransformationFunction {
-
-	return func(message *models.Message, interState interface{}) (*models.Message, *models.Message, *models.Message, interface{}) {
-		// making input
-		input, err := mkLuaEngineInput(e, message, interState)
-		if err != nil {
-			message.SetError(fmt.Errorf("failed making input for the Lua runtime: %q", err.Error()))
-			return nil, nil, message, nil
-		}
-
-		// setup the Lua state
-		L := lua.NewState(*e.Options)
-		defer L.Close()
-
-		d := time.Now().Add(e.RunTimeout)
-		ctx, cancel := context.WithDeadline(context.Background(), d)
-		defer cancel()
-		L.SetContext(ctx)
-
-		err = initVM(e, L, funcName)
-		if err != nil {
-			message.SetError(fmt.Errorf("failed initializing Lua runtime: %q", err.Error()))
-			return nil, nil, message, nil
-		}
-
-		// running
-		err = L.CallByParam(lua.P{
-			Fn:      L.GetGlobal(funcName), // name of Lua function
-			NRet:    1,                     // num of return values
-			Protect: true,                  // don't panic
-		}, input)
-		if err != nil {
-			// runtime error counts as failure
-			runErr := fmt.Errorf("error running Lua function %q: %q", funcName, err.Error())
-			message.SetError(runErr)
-			return nil, nil, message, nil
-		}
-
-		// validating output
-		protocol, err := validateLuaEngineOut(L.Get(-1))
-		if err != nil {
-			message.SetError(err)
-			return nil, nil, message, nil
-		}
-
-		// filtering - keeping same behaviour with spEnrichedFilter
-		if protocol.FilterOut == true {
-			return nil, message, nil, nil
-		}
-
-		// handling data
-		encode := false
-		switch protoData := protocol.Data.(type) {
-		case string:
-			message.Data = []byte(protoData)
-		case map[string]interface{}:
-			encode = true
-		case map[interface{}]interface{}:
-			encode = true
-			siData := toStringIfaceMap(protoData)
-			protocol.Data = siData
-		default:
-			message.SetError(fmt.Errorf("invalid return type from Lua transformation; expected string or table"))
-			return nil, nil, message, nil
-		}
-
-		// encode
-		if encode {
-			encoded, err := json.Marshal(protocol.Data)
-			if err != nil {
-				message.SetError(fmt.Errorf("error encoding message data"))
-				return nil, nil, message, nil
-			}
-			message.Data = encoded
-		}
-
-		// setting pk if needed
-		pk := protocol.PartitionKey
-		if pk != "" && message.PartitionKey != pk {
-			message.PartitionKey = pk
-		}
-
-		return message, nil, nil, nil
-
-	}
-}
-
-// compileLuaCode compiles lua code.
-// Since lua.NewState is not goroutine-safe, we spin a new state for every
-// transformation. The reason for this function is to allow us to at least share
-// the compiled bytecode (which is read-only and thus safe) and so run only once
-// the load, parse and compile steps, which are implicitly run by the alternative
-// lua.DoString.
-// see also:
-// https://github.com/yuin/gopher-lua/pull/193
-// https://github.com/yuin/gopher-lua#sharing-lua-byte-code-between-lstates
-func compileLuaCode(code string) (*lua.FunctionProto, error) {
-	reader := strings.NewReader(code)
-	chunk, err := luaparse.Parse(reader, code)
-	if err != nil {
-		return nil, err
-	}
-	proto, err := lua.Compile(chunk, "main")
-	if err != nil {
-		return nil, err
-	}
-	return proto, nil
-}
-
-// loadLuaCode loads compiled Lua code into a lua state
-func loadLuaCode(ls *lua.LState, proto *lua.FunctionProto) error {
-	lfunc := ls.NewFunctionFromProto(proto)
-	ls.Push(lfunc)
-
-	// https://github.com/yuin/gopher-lua/blob/f4c35e4016d9d8580b007ebaeb68ecd8e0b09f1c/_state.go#L1811
-	return ls.PCall(0, lua.MultRet, nil)
-}
-
-// initVM performs the initialization steps for a Lua state.
-func initVM(e *LuaEngine, L *lua.LState, funcName string) error {
-	if e.Options.SkipOpenLibs == false {
-		luajson.Preload(L)
-	}
-
-	err := loadLuaCode(L, e.Code)
-	if err != nil {
-		return fmt.Errorf("could not load lua code: %q", err)
-	}
-
-	if _, ok := L.GetGlobal(funcName).(*lua.LFunction); !ok {
-		return fmt.Errorf("global Lua function not found: %q", funcName)
-	}
-
-	return nil
-}
-
-// mkLuaEngineInput describes the process of constructing input to Lua engine.
-// No side effects.
-func mkLuaEngineInput(e *LuaEngine, message *models.Message, interState interface{}) (*lua.LTable, error) {
-	ltbl := &lua.LTable{}
-
-	ltbl.RawSetString("Data", lua.LString(string(message.Data)))
-	ltbl.RawSetString("PartitionKey", lua.LString(message.PartitionKey))
-	ltbl.RawSetString("FilterOut", lua.LBool(false))
-
-	return ltbl, nil
-}
-
-// validateLuaEngineOut validates the value returned from the Lua engine is a
-// Lua Table (lua.LTable) and that it maps to engineProtocol.
-func validateLuaEngineOut(output interface{}) (*engineProtocol, error) {
-	if output == nil {
-		return nil, fmt.Errorf("invalid return type from Lua transformation; got nil")
-	}
-
-	if luaTablePtr, ok := output.(*lua.LTable); ok {
-		result := &engineProtocol{}
-		luaMapper := gluamapper.NewMapper(gluamapper.Option{
-			NameFunc: gluamapper.Id,
-		})
-
-		err := luaMapper.Map(luaTablePtr, result)
-		if err != nil {
-			return nil, fmt.Errorf("protocol violation in return value from Lua transformation")
-		}
-
-		return result, nil
-	}
-
-	return nil, fmt.Errorf("invalid return type from Lua transformation; expected Lua Table")
-}
-
-// toStringIfaceMap converts map[interface{}]interface{} to map[string]interface.
-// This function is used in Lua Engine because of how gluamapper actually maps
-// lua.LTable to Go map.
-// see:https://github.com/yuin/gluamapper/blob/d836955830e75240d46ce9f0e6d148d94f2e1d3a/gluamapper.go#L44
-func toStringIfaceMap(interfaceMap map[interface{}]interface{}) map[string]interface{} {
-	result := make(map[string]interface{})
-	for key, val := range interfaceMap {
-		result[fmt.Sprintf("%v", key)] = doValue(val)
-	}
-
-	return result
-}
-
-// doValue is a helper for toStringIfaceMap, to cover for values that are
-// []interface{} and map[interface{}]interface.
-func doValue(value interface{}) interface{} {
-	switch value := value.(type) {
-	case []interface{}:
-		return doIfaceSlice(value)
-	case map[interface{}]interface{}:
-		return toStringIfaceMap(value)
-	default:
-		return value
-	}
-}
-
-// doIfaceSlice is a helper for doValue to handle interface slices.
-func doIfaceSlice(iSlice []interface{}) []interface{} {
-	result := make([]interface{}, len(iSlice))
-	for i, val := range iSlice {
-		result[i] = doValue(val)
-	}
-
-	return result
-}
diff --git a/pkg/transform/engine/engine_lua_test.go b/pkg/transform/engine/engine_lua_test.go
deleted file mode 100644
index 6979c1c2..00000000
--- a/pkg/transform/engine/engine_lua_test.go
+++ /dev/null
@@ -1,1046 +0,0 @@
-/**
- * Copyright (c) 2020-present Snowplow Analytics Ltd.
- * All rights reserved.
- *
- * This software is made available by Snowplow Analytics, Ltd.,
- * under the terms of the Snowplow Limited Use License Agreement, Version 1.0
- * located at https://docs.snowplow.io/limited-use-license-1.0
- * BY INSTALLING, DOWNLOADING, ACCESSING, USING OR DISTRIBUTING ANY PORTION
- * OF THE SOFTWARE, YOU AGREE TO THE TERMS OF SUCH LICENSE AGREEMENT.
- */
-
-package engine
-
-import (
-	"fmt"
-	"reflect"
-	"strings"
-	"testing"
-
-	"github.com/davecgh/go-spew/spew"
-	"github.com/stretchr/testify/assert"
-
-	"github.com/snowplow/snowbridge/pkg/models"
-	"github.com/snowplow/snowbridge/pkg/transform"
-)
-
-type LuaTestCase struct {
-	Scenario   string
-	Src        string
-	Sandbox    bool
-	SpMode     bool
-	Input      *models.Message
-	InterState interface{}
-	Expected   map[string]*models.Message
-	IsJSON     bool
-	Error      error
-}
-
-func TestLuaLayer(t *testing.T) {
-	assert := assert.New(t)
-
-	script := `
-	function foo(x)
-           return x
-        end`
-
-	layer, err := NewLuaEngine(&LuaEngineConfig{
-		RunTimeout: 5,
-		Sandbox:    false,
-	}, script)
-	assert.Nil(err)
-	assert.NotNil(layer)
-}
-
-func TestLuaEngineMakeFunction_SpModeFalse_IntermediateNil(t *testing.T) {
-	var testInterState interface{} = nil
-	testCases := []LuaTestCase{
-		{
-			Src: `
-function main(x)
-  return x
-end
-`,
-			Scenario: "main",
-			Sandbox:  true,
-			Input: &models.Message{
-				Data:         []byte("asdf"),
-				PartitionKey: "some-test-key",
-			},
-			Expected: map[string]*models.Message{
-				"success": {
-					Data:         []byte("asdf"),
-					PartitionKey: "some-test-key",
-				},
-				"filtered": nil,
-				"failed":   nil,
-			},
-			Error: nil,
-		},
-		{
-			Src: `
-function main(x)
-  x.Data = "Hello:" .. x.Data
-  return x
-end
-`,
-			Scenario: "main",
-			Sandbox:  true,
-			Input: &models.Message{
-				Data:         []byte("asdf"),
-				PartitionKey: "some-test-key",
-			},
-			Expected: map[string]*models.Message{
-				"success": {
-					Data:         []byte("Hello:asdf"),
-					PartitionKey: "some-test-key",
-				},
-				"filtered": nil,
-				"failed":   nil,
-			},
-			Error: nil,
-		},
-		{
-			Src: `
-function main(x)
-  x.FilterOut = false
-  return x
-end
-`,
-			Scenario: "main",
-			Sandbox:  true,
-			Input: &models.Message{
-				Data:         []byte("asdf"),
-				PartitionKey: "some-test-key",
-			},
-			Expected: map[string]*models.Message{
-				"success": {
-					Data:         []byte("asdf"),
-					PartitionKey: "some-test-key",
-				},
-				"filtered": nil,
-				"failed":   nil,
-			},
-			Error: nil,
-		},
-		{
-			Src: `
-function main(x)
-  if type(x.Data) == "string" then
-     return { FilterOut = true }
-  end
-  return { FilterOut = false }
-end
-`,
-			Scenario: "main",
-			Sandbox:  false,
-			Input: &models.Message{
-				Data:         []byte("asdf"),
-				PartitionKey: "some-test-key",
-			},
-			Expected: map[string]*models.Message{
-				"success": nil,
-				"filtered": {
-					Data:         []byte("asdf"),
-					PartitionKey: "some-test-key",
-				},
-				"failed": nil,
-			},
-			Error: nil,
-		},
-		{
-			Src: `
-local json = require("json")
-
-function main(x)
-  local dat = x["Data"]
-  local jsonObj, decodeErr = json.decode(dat)
-  if decodeErr then error(decodeErr) end
-
-  local result, encodeErr = json.encode(jsonObj)
-  if encodeErr then error(encodeErr) end
-
-  x.Data = result
-  return x
-end
-`,
-			Scenario: "main",
-			Sandbox:  false,
-			Input: &models.Message{
-				Data:         snowplowJSON1,
-				PartitionKey: "some-test-key",
-			},
-			Expected: map[string]*models.Message{
-				"success": {
-					Data:         snowplowJSON1,
-					PartitionKey: "some-test-key",
-				},
-				"filtered": nil,
-				"failed":   nil,
-			},
-			IsJSON: true,
-			Error:  nil,
-		},
-		{
-			Src: `
-local json = require("json")
-
-function main(x)
-  local data = x["Data"]
-  local jsonObj, decodeErr = json.decode(data)
-  if decodeErr then error(decodeErr) end
-
-  jsonObj["app_id_CHANGED"] = jsonObj["app_id"]
-  jsonObj["app_id"] = nil
-
-  local result, encodeErr = json.encode(jsonObj)
-  if encodeErr then error(encodeErr) end
-
-  return { Data = result }
-end
-`,
-			Scenario: "main",
-			Sandbox:  false,
-			Input: &models.Message{
-				Data:         snowplowJSON1,
-				PartitionKey: "some-test-key",
-			},
-			Expected: map[string]*models.Message{
-				"success": {
-					Data:         snowplowJSON1ChangedLua,
-					PartitionKey: "some-test-key",
-				},
-				"filtered": nil,
-				"failed":   nil,
-			},
-			Error:  nil,
-			IsJSON: true,
-		},
-		{
-			Src: `
-local json = require("json")
-
-function main(x)
-  local jsonObj, decodeErr = json.decode(x["Data"])
-  if decodeErr then error(decodeErr) end
-
-  if jsonObj["app_id"] == "filterMeOut" then
-     return { FilterOut = false, Data = x["Data"] }
-  else
-     return { FilterOut = true }
-  end
-end
-`,
-			Scenario: "main",
-			Sandbox:  false,
-			Input: &models.Message{
-				Data:         snowplowJSON1,
-				PartitionKey: "some-test-key",
-			},
-			Expected: map[string]*models.Message{
-				"success": nil,
-				"filtered": {
-					Data:         snowplowJSON1,
-					PartitionKey: "some-test-key",
-				},
-				"failed": nil,
-			},
-			IsJSON: true,
-			Error:  nil,
-		},
-		{
-			Src: `
-function main(x)
-  return 0
-end
-`,
-			Scenario: "main",
-			Sandbox:  true,
-			Input: &models.Message{
-				Data:         []byte("asdf"),
-				PartitionKey: "some-test-key",
-			},
-			Expected: map[string]*models.Message{
-				"success":  nil,
-				"filtered": nil,
-				"failed": {
-					Data:         []byte("asdf"),
-					PartitionKey: "some-test-key",
-				},
-			},
-			Error: fmt.Errorf("invalid return type from Lua transformation; expected Lua Table"),
-		},
-		{
-			Src: `
-function main(x)
-end
-`,
-			Scenario: "main",
-			Sandbox:  true,
-			Input: &models.Message{
-				Data:         []byte("asdf"),
-				PartitionKey: "some-test-key",
-			},
-			Expected: map[string]*models.Message{
-				"success":  nil,
-				"filtered": nil,
-				"failed": {
-					Data:         []byte("asdf"),
-					PartitionKey: "some-test-key",
-				},
-			},
-			Error: fmt.Errorf("invalid return type from Lua transformation; expected Lua Table"),
-		},
-		{
-			Src: `
-function main(x)
-  return nil
-end
-`,
-			Scenario: "main",
-			Sandbox:  true,
-			Input: &models.Message{
-				Data:         []byte("asdf"),
-				PartitionKey: "some-test-key",
-			},
-			Expected: map[string]*models.Message{
-				"success":  nil,
-				"filtered": nil,
-				"failed": {
-					Data:         []byte("asdf"),
-					PartitionKey: "some-test-key",
-				},
-			},
-			Error: fmt.Errorf("invalid return type from Lua transformation; expected Lua Table"),
-		},
-		{
-			Src: `
-function main(x)
-  return 2 * x
-end
-`,
-			Scenario: "main",
-			Sandbox:  true,
-			Input: &models.Message{
-				Data:         []byte("asdf"),
-				PartitionKey: "some-test-key",
-			},
-			Expected: map[string]*models.Message{
-				"success":  nil,
-				"filtered": nil,
-				"failed": {
-					Data:         []byte("asdf"),
-					PartitionKey: "some-test-key",
-				},
-			},
-			Error: fmt.Errorf("error running Lua function \"main\""),
-		},
-		{
-			Src: `
-function main(x)
-  error("Failed")
-end
-`,
-			Scenario: "main",
-			Sandbox:  false,
-			Input: &models.Message{
-				Data:         []byte("asdf"),
-				PartitionKey: "some-test-key",
-			},
-			Expected: map[string]*models.Message{
-				"success":  nil,
-				"filtered": nil,
-				"failed": {
-					Data:         []byte("asdf"),
-					PartitionKey: "some-test-key",
-				},
-			},
-			Error: fmt.Errorf("error running Lua function \"main\""),
-		},
-		{
-			Src: `
-local clock = os.clock
-
-function main(x)
-  local t0 = clock()
-  while clock() - t0 <= 10 do end
-end
-`,
-			Scenario: "main",
-			Sandbox:  false,
-			Input: &models.Message{
-				Data:         []byte("asdf"),
-				PartitionKey: "some-test-key",
-			},
-			Expected: map[string]*models.Message{
-				"success":  nil,
-				"filtered": nil,
-				"failed": {
-					Data:         []byte("asdf"),
-					PartitionKey: "some-test-key",
-				},
-			},
-			Error: fmt.Errorf("context deadline exceeded"),
-		},
-	}
-
-	for _, tt := range testCases {
-		t.Run(tt.Scenario, func(t *testing.T) {
-			assert := assert.New(t)
-
-			luaConfig := &LuaEngineConfig{
-				RunTimeout: 1,
-				Sandbox:    tt.Sandbox,
-			}
-
-			luaEngine, err := NewLuaEngine(luaConfig, tt.Src)
-			assert.NotNil(luaEngine)
-			if err != nil {
-				t.Fatalf("function NewLuaEngine failed with error: %q", err.Error())
-			}
-
-			if err := luaEngine.SmokeTest(tt.Scenario); err != nil {
-				t.Fatalf("smoke-test failed with error: %q", err.Error())
-			}
-
-			transFunction := luaEngine.MakeFunction(tt.Scenario)
-			s, f, e, _ := transFunction(tt.Input, testInterState)
-
-			if e != nil {
-				gotErr := e.GetError()
-				expErr := tt.Error
-				if expErr == nil {
-					t.Fatalf("got unexpected error: %s", gotErr.Error())
-				}
-
-				if !strings.Contains(gotErr.Error(), expErr.Error()) {
-					t.Errorf("GOT_ERROR:\n%s\n does not contain\nEXPECTED_ERROR:\n%s",
-						gotErr.Error(),
-						expErr.Error())
-				}
-			}
-
-			assertMessagesCompareLua(t, s, tt.Expected["success"], tt.IsJSON)
-			assertMessagesCompareLua(t, f, tt.Expected["filtered"], tt.IsJSON)
-			assertMessagesCompareLua(t, e, tt.Expected["failed"], tt.IsJSON)
-		})
-	}
-}
-
-func TestLuaEngineMakeFunction_SetPK(t *testing.T) {
-	var testInterState interface{} = nil
-	testCases := []LuaTestCase{
-		/*
-		   		{
-		   			Scenario: "onlySetPk_spModeTrue",
-		   			Src: `
-		   function main(x)
-		      x["PartitionKey"] = "newPk"
-		      return x
-		   end
-		   `,
-		   			Sandbox: true,
-		   			SpMode:  true,
-		   			Input: &models.Message{
-		   				Data:         testLuaTsv,
-		   				PartitionKey: "oldPK",
-		   			},
-		   			Expected: map[string]*models.Message{
-		   				"success": {
-		   					Data:         testLuaJSON,
-		   					PartitionKey: "newPk",
-		   				},
-		   				"filtered": nil,
-		   				"failed":   nil,
-		   			},
-		   			ExpInterState: &engineProtocol{
-		   				FilterOut:    false,
-		   				PartitionKey: "newPk",
-		   				Data:         testLuaMap,
-		   			},
-		   			IsJSON: true,
-		   			Error:  nil,
-		   		},
-		*/
-		{
-			Scenario: "onlySetPk_spModeFalse",
-			Src: `
-function main(x)
-   x["PartitionKey"] = "newPk"
-   return x
-end
-`,
-			Sandbox: true,
-			SpMode:  false,
-			Input: &models.Message{
-				Data:         testLuaTsv,
-				PartitionKey: "oldPK",
-			},
-			Expected: map[string]*models.Message{
-				"success": {
-					Data:         testLuaTsv,
-					PartitionKey: "newPk",
-				},
-				"filtered": nil,
-				"failed":   nil,
-			},
-			Error: nil,
-		},
-		{
-			Scenario: "filterOutIgnores",
-			Src: `
-function main(x)
-  local ret = {
-     FilterOut = true,
-     Data = "shouldNotAppear",
-     PartitionKey = "notThis"
-  }
-  return ret
-end
-`,
-			Sandbox: true,
-			SpMode:  true,
-			Input: &models.Message{
-				Data:         testLuaTsv,
-				PartitionKey: "oldPk",
-			},
-			Expected: map[string]*models.Message{
-				"success": nil,
-				"filtered": {
-					Data:         testLuaTsv,
-					PartitionKey: "oldPk",
-				},
-				"failed": nil,
-			},
-			Error: nil,
-		},
-	}
-
-	for _, tt := range testCases {
-		t.Run(tt.Scenario, func(t *testing.T) {
-			assert := assert.New(t)
-
-			luaConfig := &LuaEngineConfig{
-				RunTimeout: 1,
-				Sandbox:    tt.Sandbox,
-			}
-
-			luaEngine, err := NewLuaEngine(luaConfig, tt.Src)
-			assert.NotNil(luaEngine)
-			if err != nil {
-				t.Fatalf("function NewLuaEngine failed with error: %q", err.Error())
-			}
-
-			if err := luaEngine.SmokeTest(`main`); err != nil {
-				t.Fatalf("smoke-test failed with error: %q", err.Error())
-			}
-
-			transFunction := luaEngine.MakeFunction(`main`)
-			s, f, e, _ := transFunction(tt.Input, testInterState)
-
-			if e != nil {
-				gotErr := e.GetError()
-				expErr := tt.Error
-				if expErr == nil {
-					t.Fatalf("got unexpected error: %s", gotErr.Error())
-				}
-
-				if !strings.Contains(gotErr.Error(), expErr.Error()) {
-					t.Errorf("GOT_ERROR:\n%s\n does not contain\nEXPECTED_ERROR:\n%s",
-						gotErr.Error(),
-						expErr.Error())
-				}
-			}
-
-			assertMessagesCompareLua(t, s, tt.Expected["success"], tt.IsJSON)
-			assertMessagesCompareLua(t, f, tt.Expected["filtered"], tt.IsJSON)
-			assertMessagesCompareLua(t, e, tt.Expected["failed"], tt.IsJSON)
-		})
-	}
-}
-
-func TestLuaEngineSmokeTest(t *testing.T) {
-	testCases := []struct {
-		Src          string
-		FunName      string
-		Sandbox      bool
-		CompileError error
-		SmokeError   error
-	}{
-		{
-			Src: `
-function main(x)
-  return x
-end
-`,
-			FunName:      "main",
-			Sandbox:      true,
-			CompileError: nil,
-			SmokeError:   nil,
-		},
-		{
-			Src: `
-function wrong_name(x)
-  return "something"
-end
-`,
-			FunName:      "main",
-			Sandbox:      true,
-			CompileError: nil,
-			SmokeError:   fmt.Errorf("global Lua function not found: \"main\""),
-		},
-		{
-			Src: `
-local json = require("json")
-local clock = os.clock
-`,
-			FunName:      "notCalledMissingLibs",
-			Sandbox:      true,
-			CompileError: nil,
-			SmokeError:   fmt.Errorf("could not load lua code"),
-		},
-		{
-			Src: `
-function main(x)
-  loca y = 0
-end
-`,
-			FunName:      "syntaxError",
-			Sandbox:      false,
-			CompileError: fmt.Errorf("error"),
-			SmokeError:   nil,
-		},
-	}
-
-	for _, tt := range testCases {
-		t.Run(tt.FunName, func(t *testing.T) {
-			assert := assert.New(t)
-
-			luaConfig := &LuaEngineConfig{
-				RunTimeout: 1,
-				Sandbox:    tt.Sandbox,
-			}
-
-			luaEngine, compileErr := NewLuaEngine(luaConfig, tt.Src)
-
-			if compileErr != nil {
-				if tt.CompileError == nil {
-					t.Fatalf("got unexpected error while creating NewLuaEngine: %s", compileErr.Error())
-				}
-
-				if !strings.Contains(compileErr.Error(), tt.CompileError.Error()) {
-					t.Errorf("NewLuaEngine error mismatch\nGOT_ERROR:\n%q\n does not contain\nEXPECTED_ERROR:\n%q",
-						compileErr.Error(),
-						tt.CompileError.Error())
-				}
-			} else {
-				assert.NotNil(luaEngine)
-
-				smoke := luaEngine.SmokeTest(tt.FunName)
-				expErr := tt.SmokeError
-				if smoke != nil {
-					if expErr == nil {
-						t.Fatalf("got unexpected smoke-test error: %q", smoke.Error())
-					}
-
-					if !strings.Contains(smoke.Error(), expErr.Error()) {
-						t.Errorf("smoke error mismatch\nGOT_ERROR:\n%q\ndoes not contain\nEXPECTED_ERROR:\n%q",
-							smoke.Error(),
-							expErr.Error())
-					}
-				} else {
-					assert.Nil(tt.SmokeError)
-				}
-			}
-		})
-	}
-}
-
-func TestLuaEngineWithBuiltins(t *testing.T) {
-	var expectedGood = []*models.Message{
-		{
-			Data:         snowplowJSON1,
-			PartitionKey: "test-data1",
-		},
-		{
-			Data:         snowplowJSON2,
-			PartitionKey: "test-data2",
-		},
-		{
-			Data:         snowplowJSON3,
-			PartitionKey: "test-data3",
-		},
-	}
-
-	srcCode := `
-function main(x)
-  return x
-end
-`
-	funcname := "main"
-	luaConfig := &LuaEngineConfig{
-		RunTimeout: 1,
-		Sandbox:    true,
-	}
-
-	luaEngine, err := NewLuaEngine(luaConfig, srcCode)
-	if err != nil {
-		t.Fatalf("NewLuaEngine failed with error: %q", err)
-	}
-
-	if err := luaEngine.SmokeTest(funcname); err != nil {
-		t.Fatalf("smoke-test failed with error: %q", err.Error())
-	}
-
-	luaFunc := luaEngine.MakeFunction(funcname)
-	setPkToAppID, _ := transform.NewSpEnrichedSetPkFunction("app_id")
-	spEnrichedToJSON := transform.SpEnrichedToJSON
-
-	testCases := []struct {
-		Name           string
-		Transformation transform.TransformationApplyFunction
-	}{
-		{
-			Transformation: transform.NewTransformation(
-				setPkToAppID,
-				spEnrichedToJSON,
-				luaFunc,
-			),
-		},
-	}
-
-	for _, tt := range testCases {
-		t.Run(tt.Name, func(t *testing.T) {
-			assert := assert.New(t)
-			transformMultiple := tt.Transformation
-
-			result := transformMultiple(messages)
-			assert.NotNil(result)
-			for i, res := range result.Result {
-				exp := expectedGood[i]
-				assert.JSONEq(string(res.Data), string(exp.Data))
-				assert.Equal(res.PartitionKey, exp.PartitionKey)
-
-			}
-		})
-	}
-
-}
-
-func TestLuaEngineWithBuiltinsSpModeFalse(t *testing.T) {
-	srcCode := `
-function main(x)
-  return x
-end
-
-function setPk(x)
-  x["PartitionKey"] = "testKey"
-  return x
-end
-`
-	// Lua
-	luaConfig := &LuaEngineConfig{
-		RunTimeout: 1,
-		Sandbox:    true,
-	}
-
-	luaEngine, err := NewLuaEngine(luaConfig, srcCode)
-	if err != nil {
-		t.Fatalf("NewLuaEngine failed with error: %q", err)
-	}
-
-	if err := luaEngine.SmokeTest("main"); err != nil {
-		t.Fatalf("smoke-test failed with error: %q", err.Error())
-	}
-
-	luaFuncID := luaEngine.MakeFunction("main")
-	luaFuncPk := luaEngine.MakeFunction("setPk")
-
-	// Builtins
-	setPkToAppID, _ := transform.NewSpEnrichedSetPkFunction("app_id")
-	spEnrichedToJSON := transform.SpEnrichedToJSON
-
-	testCases := []struct {
-		Name           string
-		Transformation transform.TransformationApplyFunction
-		Input          []*models.Message
-		ExpectedGood   []*models.Message
-	}{
-		{
-			Input: messages,
-			Transformation: transform.NewTransformation(
-				luaFuncID,
-				setPkToAppID,
-				spEnrichedToJSON,
-			),
-			ExpectedGood: []*models.Message{
-				{
-					Data:         snowplowJSON1,
-					PartitionKey: "test-data1",
-				},
-				{
-					Data:         snowplowJSON2,
-					PartitionKey: "test-data2",
-				},
-				{
-					Data:         snowplowJSON3,
-					PartitionKey: "test-data3",
-				},
-			},
-		},
-		{
-			Input: messages,
-			Transformation: transform.NewTransformation(
-				setPkToAppID,
-				spEnrichedToJSON,
-				luaFuncID,
-			),
-			ExpectedGood: []*models.Message{
-				{
-					Data:         snowplowJSON1,
-					PartitionKey: "test-data1",
-				},
-				{
-					Data:         snowplowJSON2,
-					PartitionKey: "test-data2",
-				},
-				{
-					Data:         snowplowJSON3,
-					PartitionKey: "test-data3",
-				},
-			},
-		},
-		{
-			Input: messages,
-			Transformation: transform.NewTransformation(
-				setPkToAppID,
-				luaFuncPk,
-				spEnrichedToJSON,
-			),
-			ExpectedGood: []*models.Message{
-				{
-					Data:         snowplowJSON1,
-					PartitionKey: "testKey",
-				},
-				{
-					Data:         snowplowJSON2,
-					PartitionKey: "testKey",
-				},
-				{
-					Data:         snowplowJSON3,
-					PartitionKey: "testKey",
-				},
-			},
-		},
-	}
-
-	for _, tt := range testCases {
-		t.Run(tt.Name, func(t *testing.T) {
-			assert := assert.New(t)
-
-			result := tt.Transformation(tt.Input)
-			assert.NotNil(result)
-			assert.Equal(len(tt.ExpectedGood), len(result.Result))
-			for i, res := range result.Result {
-				if i < len(tt.ExpectedGood) {
-					exp := tt.ExpectedGood[i]
-					assert.JSONEq(string(res.Data), string(exp.Data))
-					assert.Equal(res.PartitionKey, exp.PartitionKey)
-				}
-			}
-		})
-	}
-}
-
-func Benchmark_LuaEngine_Passthrough_Sandboxed(b *testing.B) {
-	b.ReportAllocs()
-
-	srcCode := `
-function main(x)
-  return x
-end
-`
-	inputMsg := &models.Message{
-		Data:         snowplowJSON1,
-		PartitionKey: "some-test-key",
-	}
-	luaConfig := &LuaEngineConfig{
-		RunTimeout: 5,
-		Sandbox:    true,
-	}
-
-	luaEngine, err := NewLuaEngine(luaConfig, srcCode)
-	if err != nil {
-		b.Fatalf("function NewLuaEngine failed with error: %q", err.Error())
-	}
-
-	transFunction := luaEngine.MakeFunction("main")
-
-	for n := 0; n < b.N; n++ {
-		transFunction(inputMsg, nil)
-	}
-}
-
-func Benchmark_LuaEngine_Passthrough(b *testing.B) {
-	b.ReportAllocs()
-
-	srcCode := `
-function main(x)
-  return x
-end
-`
-	inputMsg := &models.Message{
-		Data:         snowplowJSON1,
-		PartitionKey: "some-test-key",
-	}
-	luaConfig := &LuaEngineConfig{
-		RunTimeout: 5,
-		Sandbox:    false,
-	}
-
-	luaEngine, err := NewLuaEngine(luaConfig, srcCode)
-	if err != nil {
-		b.Fatalf("function NewLuaEngine failed with error: %q", err.Error())
-	}
-
-	transFunction := luaEngine.MakeFunction("main")
-
-	for n := 0; n < b.N; n++ {
-		transFunction(inputMsg, nil)
-	}
-}
-
-func Benchmark_LuaEngine_Passthrough_Json(b *testing.B) {
-	b.ReportAllocs()
-
-	srcCode := `
-function main(x)
-  local jsonObj, _ = json.decode(x)
-  local result, _ = json.encode(jsonObj)
-
-  return result
-end
-`
-
-	inputMsg := &models.Message{
-		Data:         snowplowJSON1,
-		PartitionKey: "some-test-key",
-	}
-	luaConfig := &LuaEngineConfig{
-		RunTimeout: 5,
-		Sandbox:    false,
-	}
-
-	luaEngine, err := NewLuaEngine(luaConfig, srcCode)
-	if err != nil {
-		b.Fatalf("function NewLuaEngine failed with error: %q", err.Error())
-	}
-
-	transFunction := luaEngine.MakeFunction("jsonIdentity")
-
-	for n := 0; n < b.N; n++ {
-		transFunction(inputMsg, nil)
-	}
-}
-
-// Helper function to compare messages and avoid using reflect.DeepEqual
-// on errors. Compares all but the error field of messages.
-func assertMessagesCompareLua(t *testing.T, act, exp *models.Message, IsJSON bool) {
-	t.Helper()
-
-	ok := false
-	switch {
-	case act == nil:
-		ok = exp == nil
-	case exp == nil:
-	default:
-		pkOk := act.PartitionKey == exp.PartitionKey
-		var dataOk bool
-		if IsJSON {
-			dataOk = assert.JSONEq(t, string(exp.Data), string(act.Data))
-		} else {
-			dataOk = reflect.DeepEqual(act.Data, exp.Data)
-		}
-
-		cTimeOk := reflect.DeepEqual(act.TimeCreated, exp.TimeCreated)
-		pTimeOk := reflect.DeepEqual(act.TimePulled, exp.TimePulled)
-		tTimeOk := reflect.DeepEqual(act.TimeTransformed, exp.TimeTransformed)
-		ackOk := reflect.DeepEqual(act.AckFunc, exp.AckFunc)
-
-		if pkOk && dataOk && cTimeOk && pTimeOk && tTimeOk && ackOk {
-			ok = true
-		}
-	}
-
-	if !ok {
-		t.Errorf("\nGOT:\n%s\nEXPECTED:\n%s\n",
-			spew.Sdump(act),
-			spew.Sdump(exp))
-	}
-}
-
-// helper variables
-var testLuaTimes = map[string]string{
-	"dvceCreatedTstamp": "2019-05-10T14:40:35.551Z",
-	"etlTstamp":         "2019-05-10T14:40:37.436Z",
-	"derivedTstamp":     "2019-05-10T14:40:35.972Z",
-	"collectorTstamp":   "2019-05-10T14:40:35.972Z",
-	"dvceSentTstamp":    "2019-05-10T14:40:35Z",
-}
-
-var testLuaMap = map[string]interface{}{
-	"event_version":       "1-0-0",
-	"app_id":              "test-data<>",
-	"dvce_created_tstamp": testLuaTimes["dvceCreatedTstamp"],
-	"event":               "unstruct",
-	"v_collector":         "ssc-0.15.0-googlepubsub",
-	"network_userid":      "d26822f5-52cc-4292-8f77-14ef6b7a27e2",
-	"event_name":          "add_to_cart",
-	"event_vendor":        "com.snowplowanalytics.snowplow",
-	"event_format":        "jsonschema",
-	"platform":            "pc",
-	"etl_tstamp":          testLuaTimes["etlTstamp"],
-	"collector_tstamp":    testLuaTimes["collectorTstamp"],
-	"user_id":             "user<built-in function input>",
-	"dvce_sent_tstamp":    testLuaTimes["dvceSentTstamp"],
-	"derived_tstamp":      testLuaTimes["derivedTstamp"],
-	"event_id":            "e9234345-f042-46ad-b1aa-424464066a33",
-	"v_tracker":           "py-0.8.2",
-	"v_etl":               "beam-enrich-0.2.0-common-0.36.0",
-	"user_ipaddress":      "1.2.3.4",
-	"unstruct_event_com_snowplowanalytics_snowplow_add_to_cart_1": map[string]interface{}{
-		"quantity":  float64(2),
-		"unitPrice": 32.4,
-		"currency":  "GBP",
-		"sku":       "item41",
-	},
-	"contexts_nl_basjes_yauaa_context_1": []interface{}{
-		map[string]interface{}{
-			"deviceName":               "Unknown",
-			"layoutEngineVersionMajor": "??",
-			"operatingSystemName":      "Unknown",
-			"deviceClass":              "Unknown",
-			"agentVersion":             "2.21.0",
-			"layoutEngineName":         "Unknown",
-			"layoutEngineClass":        "Unknown",
-			"agentName":                "python-requests",
-			"agentNameVersion":         "python-requests 2.21.0",
-			"operatingSystemVersion":   "??",
-			"agentClass":               "Special",
-			"deviceBrand":              "Unknown",
-			"agentVersionMajor":        "2",
-			"agentNameVersionMajor":    "python-requests 2",
-			"operatingSystemClass":     "Unknown",
-			"layoutEngineVersion":      "??",
-		},
-	},
-	"useragent": "python-requests/2.21.0",
-}
-
-var testLuaTsv = []byte(`test-data<>	pc	2019-05-10 14:40:37.436	2019-05-10 14:40:35.972	2019-05-10 14:40:35.551	unstruct	e9234345-f042-46ad-b1aa-424464066a33			py-0.8.2	ssc-0.15.0-googlepubsub	beam-enrich-0.2.0-common-0.36.0	user<built-in function input>	1.2.3.4				d26822f5-52cc-4292-8f77-14ef6b7a27e2																																									{"schema":"iglu:com.snowplowanalytics.snowplow/unstruct_event/jsonschema/1-0-0","data":{"schema":"iglu:com.snowplowanalytics.snowplow/add_to_cart/jsonschema/1-0-0","data":{"sku":"item41","quantity":2,"unitPrice":32.4,"currency":"GBP"}}}																			python-requests/2.21.0																																										2019-05-10 14:40:35.000			{"schema":"iglu:com.snowplowanalytics.snowplow/contexts/jsonschema/1-0-1","data":[{"schema":"iglu:nl.basjes/yauaa_context/jsonschema/1-0-0","data":{"deviceBrand":"Unknown","deviceName":"Unknown","operatingSystemName":"Unknown","agentVersionMajor":"2","layoutEngineVersionMajor":"??","deviceClass":"Unknown","agentNameVersionMajor":"python-requests 2","operatingSystemClass":"Unknown","layoutEngineName":"Unknown","agentName":"python-requests","agentVersion":"2.21.0","layoutEngineClass":"Unknown","agentNameVersion":"python-requests 2.21.0","operatingSystemVersion":"??","agentClass":"Special","layoutEngineVersion":"??"}}]}		2019-05-10 14:40:35.972	com.snowplowanalytics.snowplow	add_to_cart	jsonschema	1-0-0		`)
-
-// corresponding JSON to previous TSV
-var testLuaJSON = []byte(`{"app_id":"test-data<>","collector_tstamp":"2019-05-10T14:40:35.972Z","contexts_nl_basjes_yauaa_context_1":[{"agentClass":"Special","agentName":"python-requests","agentNameVersion":"python-requests 2.21.0","agentNameVersionMajor":"python-requests 2","agentVersion":"2.21.0","agentVersionMajor":"2","deviceBrand":"Unknown","deviceClass":"Unknown","deviceName":"Unknown","layoutEngineClass":"Unknown","layoutEngineName":"Unknown","layoutEngineVersion":"??","layoutEngineVersionMajor":"??","operatingSystemClass":"Unknown","operatingSystemName":"Unknown","operatingSystemVersion":"??"}],"derived_tstamp":"2019-05-10T14:40:35.972Z","dvce_created_tstamp":"2019-05-10T14:40:35.551Z","dvce_sent_tstamp":"2019-05-10T14:40:35Z","etl_tstamp":"2019-05-10T14:40:37.436Z","event":"unstruct","event_format":"jsonschema","event_id":"e9234345-f042-46ad-b1aa-424464066a33","event_name":"add_to_cart","event_vendor":"com.snowplowanalytics.snowplow","event_version":"1-0-0","network_userid":"d26822f5-52cc-4292-8f77-14ef6b7a27e2","platform":"pc","unstruct_event_com_snowplowanalytics_snowplow_add_to_cart_1":{"currency":"GBP","quantity":2,"sku":"item41","unitPrice":32.4},"user_id":"user<built-in function input>","user_ipaddress":"1.2.3.4","useragent":"python-requests/2.21.0","v_collector":"ssc-0.15.0-googlepubsub","v_etl":"beam-enrich-0.2.0-common-0.36.0","v_tracker":"py-0.8.2"}`)
-
-// json encoded inside Lua
-var snowplowJSON1ChangedLua = []byte(`{"app_id_CHANGED":"test-data1","collector_tstamp":"2019-05-10T14:40:35.972Z","contexts_nl_basjes_yauaa_context_1":[{"agentClass":"Special","agentName":"python-requests","agentNameVersion":"python-requests 2.21.0","agentNameVersionMajor":"python-requests 2","agentVersion":"2.21.0","agentVersionMajor":"2","deviceBrand":"Unknown","deviceClass":"Unknown","deviceName":"Unknown","layoutEngineClass":"Unknown","layoutEngineName":"Unknown","layoutEngineVersion":"??","layoutEngineVersionMajor":"??","operatingSystemClass":"Unknown","operatingSystemName":"Unknown","operatingSystemVersion":"??"}],"derived_tstamp":"2019-05-10T14:40:35.972Z","dvce_created_tstamp":"2019-05-10T14:40:35.551Z","dvce_sent_tstamp":"2019-05-10T14:40:35Z","etl_tstamp":"2019-05-10T14:40:37.436Z","event":"unstruct","event_format":"jsonschema","event_id":"e9234345-f042-46ad-b1aa-424464066a33","event_name":"add_to_cart","event_vendor":"com.snowplowanalytics.snowplow","event_version":"1-0-0","network_userid":"d26822f5-52cc-4292-8f77-14ef6b7a27e2","platform":"pc","unstruct_event_com_snowplowanalytics_snowplow_add_to_cart_1":{"currency":"GBP","quantity":2,"sku":"item41","unitPrice":32.4},"user_id":"user\u003cbuilt-in function input\u003e","user_ipaddress":"18.194.133.57","useragent":"python-requests/2.21.0","v_collector":"ssc-0.15.0-googlepubsub","v_etl":"beam-enrich-0.2.0-common-0.36.0","v_tracker":"py-0.8.2"}`)
diff --git a/pkg/transform/transformconfig/transform_config.go b/pkg/transform/transformconfig/transform_config.go
index 23fbb8b9..580fedb3 100644
--- a/pkg/transform/transformconfig/transform_config.go
+++ b/pkg/transform/transformconfig/transform_config.go
@@ -31,7 +31,6 @@ var SupportedTransformations = []config.ConfigurationPair{
 	transform.Base64EncodeConfigPair,
 	transform.GTMSSPreviewConfigPair,
 	transform.JQMapperConfigPair,
-	engine.LuaConfigPair,
 	engine.JSConfigPair,
 }
 
diff --git a/pkg/transform/transformconfig/transform_config_test.go b/pkg/transform/transformconfig/transform_config_test.go
index 2b11dfb3..44e86206 100644
--- a/pkg/transform/transformconfig/transform_config_test.go
+++ b/pkg/transform/transformconfig/transform_config_test.go
@@ -31,11 +31,9 @@ func TestGetTransformations(t *testing.T) {
 
 	// Get absolute paths to test resources
 	jsScriptPath := filepath.Join(assets.AssetsRootDir, "test", "transformconfig", "TestGetTransformations", "scripts", "script.js")
-	luaScriptPath := filepath.Join(assets.AssetsRootDir, "test", "transformconfig", "TestGetTransformations", "scripts", "script.lua")
 	configPath := filepath.Join(assets.AssetsRootDir, "test", "transformconfig", "TestGetTransformations", "configs")
 
 	t.Setenv("JS_SCRIPT_PATH", jsScriptPath)
-	t.Setenv("LUA_SCRIPT_PATH", luaScriptPath)
 
 	// this function executes each test case
 	testConfig := func(path string, info os.FileInfo, err error) error {
@@ -182,9 +180,6 @@ func TestEnginesAndTransformations(t *testing.T) {
 	JSAlterAID2Path := filepath.Join(scriptDirPath, "js-alter-aid-2.js")
 	t.Setenv("JS_ALTER_AID_2_PATH", JSAlterAID2Path)
 
-	LuaAddHelloPath := filepath.Join(scriptDirPath, "lua-add-hello.lua")
-	t.Setenv("LUA_ADD_HELLO_PATH", LuaAddHelloPath)
-
 	JSOrderTest1 := filepath.Join(scriptDirPath, "js-order-test-1.js")
 	t.Setenv("JS_ORDER_TEST_1", JSOrderTest1)
 
@@ -280,7 +275,7 @@ var messages = []*models.Message{
 }
 
 // snowplowJSON1 with 3 transformations applied
-var snowplowJSON1Mixed = []byte(`Hello:{"app_id":"again","collector_tstamp":"2019-05-10T14:40:35.972Z","contexts_nl_basjes_yauaa_context_1":[{"agentClass":"Special","agentName":"python-requests","agentNameVersion":"python-requests 2.21.0","agentNameVersionMajor":"python-requests 2","agentVersion":"2.21.0","agentVersionMajor":"2","deviceBrand":"Unknown","deviceClass":"Unknown","deviceName":"Unknown","layoutEngineClass":"Unknown","layoutEngineName":"Unknown","layoutEngineVersion":"??","layoutEngineVersionMajor":"??","operatingSystemClass":"Unknown","operatingSystemName":"Unknown","operatingSystemVersion":"??"}],"derived_tstamp":"2019-05-10T14:40:35.972Z","dvce_created_tstamp":"2019-05-10T14:40:35.551Z","dvce_sent_tstamp":"2019-05-10T14:40:35Z","etl_tstamp":"2019-05-10T14:40:37.436Z","event":"unstruct","event_format":"jsonschema","event_id":"e9234345-f042-46ad-b1aa-424464066a33","event_name":"add_to_cart","event_vendor":"com.snowplowanalytics.snowplow","event_version":"1-0-0","network_userid":"d26822f5-52cc-4292-8f77-14ef6b7a27e2","platform":"pc","unstruct_event_com_snowplowanalytics_snowplow_add_to_cart_1":{"currency":"GBP","quantity":2,"sku":"item41","unitPrice":32.4},"user_id":"user<built-in function input>","user_ipaddress":"18.194.133.57","useragent":"python-requests/2.21.0","v_collector":"ssc-0.15.0-googlepubsub","v_etl":"beam-enrich-0.2.0-common-0.36.0","v_tracker":"py-0.8.2"}`)
+var snowplowJSON1Mixed = []byte(`{"app_id":"again","collector_tstamp":"2019-05-10T14:40:35.972Z","contexts_nl_basjes_yauaa_context_1":[{"agentClass":"Special","agentName":"python-requests","agentNameVersion":"python-requests 2.21.0","agentNameVersionMajor":"python-requests 2","agentVersion":"2.21.0","agentVersionMajor":"2","deviceBrand":"Unknown","deviceClass":"Unknown","deviceName":"Unknown","layoutEngineClass":"Unknown","layoutEngineName":"Unknown","layoutEngineVersion":"??","layoutEngineVersionMajor":"??","operatingSystemClass":"Unknown","operatingSystemName":"Unknown","operatingSystemVersion":"??"}],"derived_tstamp":"2019-05-10T14:40:35.972Z","dvce_created_tstamp":"2019-05-10T14:40:35.551Z","dvce_sent_tstamp":"2019-05-10T14:40:35Z","etl_tstamp":"2019-05-10T14:40:37.436Z","event":"unstruct","event_format":"jsonschema","event_id":"e9234345-f042-46ad-b1aa-424464066a33","event_name":"add_to_cart","event_vendor":"com.snowplowanalytics.snowplow","event_version":"1-0-0","network_userid":"d26822f5-52cc-4292-8f77-14ef6b7a27e2","platform":"pc","unstruct_event_com_snowplowanalytics_snowplow_add_to_cart_1":{"currency":"GBP","quantity":2,"sku":"item41","unitPrice":32.4},"user_id":"user<built-in function input>","user_ipaddress":"18.194.133.57","useragent":"python-requests/2.21.0","v_collector":"ssc-0.15.0-googlepubsub","v_etl":"beam-enrich-0.2.0-common-0.36.0","v_tracker":"py-0.8.2"}`)
 
 // snowplowJSON1 with 3 transformations applied, for order test
 var snowplowJSON1Order = []byte(`{"app_id":"3","collector_tstamp":"2019-05-10T14:40:35.972Z","contexts_nl_basjes_yauaa_context_1":[{"agentClass":"Special","agentName":"python-requests","agentNameVersion":"python-requests 2.21.0","agentNameVersionMajor":"python-requests 2","agentVersion":"2.21.0","agentVersionMajor":"2","deviceBrand":"Unknown","deviceClass":"Unknown","deviceName":"Unknown","layoutEngineClass":"Unknown","layoutEngineName":"Unknown","layoutEngineVersion":"??","layoutEngineVersionMajor":"??","operatingSystemClass":"Unknown","operatingSystemName":"Unknown","operatingSystemVersion":"??"}],"derived_tstamp":"2019-05-10T14:40:35.972Z","dvce_created_tstamp":"2019-05-10T14:40:35.551Z","dvce_sent_tstamp":"2019-05-10T14:40:35Z","etl_tstamp":"2019-05-10T14:40:37.436Z","event":"unstruct","event_format":"jsonschema","event_id":"e9234345-f042-46ad-b1aa-424464066a33","event_name":"add_to_cart","event_vendor":"com.snowplowanalytics.snowplow","event_version":"1-0-0","network_userid":"d26822f5-52cc-4292-8f77-14ef6b7a27e2","platform":"pc","unstruct_event_com_snowplowanalytics_snowplow_add_to_cart_1":{"currency":"GBP","quantity":2,"sku":"item41","unitPrice":32.4},"user_id":"user<built-in function input>","user_ipaddress":"18.194.133.57","useragent":"python-requests/2.21.0","v_collector":"ssc-0.15.0-googlepubsub","v_etl":"beam-enrich-0.2.0-common-0.36.0","v_tracker":"py-0.8.2"}`)
diff --git a/release_test/cases/transformations/luaPlainFilter/config.hcl b/release_test/cases/transformations/luaPlainFilter/config.hcl
deleted file mode 100644
index 8c6c5fa3..00000000
--- a/release_test/cases/transformations/luaPlainFilter/config.hcl
+++ /dev/null
@@ -1,8 +0,0 @@
-transform {
-  use "lua" {
-    script_path = "/script.lua"
-    sandbox     = false # This setting preloads the json package, along with some other default packages
-  }
-}
-
-disable_telemetry = true
\ No newline at end of file
diff --git a/release_test/cases/transformations/luaPlainFilter/expected_data.txt b/release_test/cases/transformations/luaPlainFilter/expected_data.txt
deleted file mode 100644
index 640262f1..00000000
--- a/release_test/cases/transformations/luaPlainFilter/expected_data.txt
+++ /dev/null
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\ No newline at end of file
diff --git a/release_test/cases/transformations/luaPlainFilter/script.lua b/release_test/cases/transformations/luaPlainFilter/script.lua
deleted file mode 100644
index 28b59219..00000000
--- a/release_test/cases/transformations/luaPlainFilter/script.lua
+++ /dev/null
@@ -1,7 +0,0 @@
-function main(input)
-    if string.find(input.Data, "aid_6", 0, true) ~= nil then
-        return input
-    else
-        return {Data = "", FilterOut = true}
-    end
-end
\ No newline at end of file
diff --git a/release_test/cases/transformations/luaPlainSetPk/config.hcl b/release_test/cases/transformations/luaPlainSetPk/config.hcl
deleted file mode 100644
index 157161db..00000000
--- a/release_test/cases/transformations/luaPlainSetPk/config.hcl
+++ /dev/null
@@ -1,9 +0,0 @@
-transform {
-  use "lua" {
-    script_path = "/script.lua"
-
-    sandbox     = false # This setting preloads the json package, along with some other default packages
-  }
-}
-
-disable_telemetry = true
\ No newline at end of file
diff --git a/release_test/cases/transformations/luaPlainSetPk/expected_data.txt b/release_test/cases/transformations/luaPlainSetPk/expected_data.txt
deleted file mode 100644
index 7f612529..00000000
--- a/release_test/cases/transformations/luaPlainSetPk/expected_data.txt
+++ /dev/null
@@ -1,200 +0,0 @@
-test-data1
-test-data1
-test-data1
-test-data1
-test-data1
-test-data1
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-test-data1
-test-data1
-test-data1
-test-data1
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-test-data1
-test-data1
-test-data1
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-test-data1
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-test-data1
-test-data1
-test-data1
-test-data1
-test-data1
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\ No newline at end of file
diff --git a/release_test/cases/transformations/luaPlainSetPk/script.lua b/release_test/cases/transformations/luaPlainSetPk/script.lua
deleted file mode 100644
index 171bd63a..00000000
--- a/release_test/cases/transformations/luaPlainSetPk/script.lua
+++ /dev/null
@@ -1,4 +0,0 @@
-function main(input)
-    input["PartitionKey"] = "test-data1"
-    return input
-end
\ No newline at end of file
diff --git a/release_test/cases/transformations/luaPlainTransform/config.hcl b/release_test/cases/transformations/luaPlainTransform/config.hcl
deleted file mode 100644
index 8c6c5fa3..00000000
--- a/release_test/cases/transformations/luaPlainTransform/config.hcl
+++ /dev/null
@@ -1,8 +0,0 @@
-transform {
-  use "lua" {
-    script_path = "/script.lua"
-    sandbox     = false # This setting preloads the json package, along with some other default packages
-  }
-}
-
-disable_telemetry = true
\ No newline at end of file
diff --git a/release_test/cases/transformations/luaPlainTransform/expected_data.txt b/release_test/cases/transformations/luaPlainTransform/expected_data.txt
deleted file mode 100644
index 029d47aa..00000000
--- a/release_test/cases/transformations/luaPlainTransform/expected_data.txt
+++ /dev/null
@@ -1,200 +0,0 @@
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-test_OUk0CG7ARR	srv		2022-02-01 00:14:32.058	2022-02-01 01:01:00.999	unstruct	392ad51b-1fc1-40f9-b23d-df58df4c9e24	1000000		go_1.2.3	scala-tracker_1.0.0	v_etl	uid_R6Jf94GirZ	255.148.255.1		duid_EXV5wGvMZr	82354	45c09f4f-7f3e-4485-8e91-d60ad42d4d37																																									{"schema":"iglu:com.snowplowanalytics.snowplow/unstruct_event/jsonschema/1-0-0","data":{"schema":"iglu:com.snowplowanalytics.snowplow/link_click/jsonschema/1-0-1","data":{"targetUrl":"http://www.eEgt87k.tr:1/bu3q0yRkRSxAU5f"}}}																			Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.0; Trident/5.0)																							SST			550	10000															2022-02-01 01:01:00.999				b14420c7-3adb-4cd2-a556-61728b02045f			link_click		1-0-0		
\ No newline at end of file
diff --git a/release_test/cases/transformations/luaPlainTransform/script.lua b/release_test/cases/transformations/luaPlainTransform/script.lua
deleted file mode 100644
index 6d0d5123..00000000
--- a/release_test/cases/transformations/luaPlainTransform/script.lua
+++ /dev/null
@@ -1,4 +0,0 @@
-function main(input)
-    new = string.gsub(input.Data, "aid_", "test_")
-    return {Data = new}
-end
\ No newline at end of file
diff --git a/release_test/e2e_transform_test.go b/release_test/e2e_transform_test.go
index 59d325c1..cddeb1a0 100644
--- a/release_test/e2e_transform_test.go
+++ b/release_test/e2e_transform_test.go
@@ -125,11 +125,6 @@ func getFileMountArg(testCase string) string {
 		panic(err)
 	}
 
-	LuaScriptFilePath, err := filepath.Abs(filepath.Join("cases", "transformations", testCase, "script.lua"))
-	if err != nil {
-		panic(err)
-	}
-
 	// Check if we have a script & mount it if so
 	if _, err := os.Stat(JSScriptFilePath); err == nil {
 		return fmt.Sprintf("--mount type=bind,source=%s,target=/script.js", JSScriptFilePath)
@@ -137,19 +132,13 @@ func getFileMountArg(testCase string) string {
 		panic(err)
 	}
 
-	if _, err := os.Stat(LuaScriptFilePath); err == nil {
-		return fmt.Sprintf("--mount type=bind,source=%s,target=/script.lua", LuaScriptFilePath)
-	} else if !errors.Is(err, os.ErrNotExist) {
-		panic(err)
-	}
-
 	return ""
 }
 
 func testE2ETransformTSVCases(t *testing.T) {
 	assert := assert.New(t)
 
-	casesToTest := []string{"spEnrichedFilter", "spEnrichedFilterContext", "spEnrichedFilterUnstruct", "jsPlainFilter", "jsPlainTransform", "luaPlainFilter", "luaPlainTransform"}
+	casesToTest := []string{"spEnrichedFilter", "spEnrichedFilterContext", "spEnrichedFilterUnstruct", "jsPlainFilter", "jsPlainTransform"}
 
 	for _, testCase := range casesToTest {
 
@@ -204,7 +193,7 @@ func testE2ETransformJSONCases(t *testing.T) {
 func testE2ETransformPKCases(t *testing.T) {
 	assert := assert.New(t)
 
-	casesToTest := []string{"spEnrichedSetPk", "jsSnowplowSetPk", "jsPlainSetPk", "luaPlainSetPk"}
+	casesToTest := []string{"spEnrichedSetPk", "jsSnowplowSetPk", "jsPlainSetPk"}
 
 	for _, testCase := range casesToTest {
 

From b3829af4a3715d5876b8719bed5e9e3d261950c7 Mon Sep 17 00:00:00 2001
From: colmsnowplow <colm@snowplowanalytics.com>
Date: Wed, 26 Jun 2024 13:27:31 +0100
Subject: [PATCH 4/6] Patch kinesis source leader action frequency setting

The default was changed to a naively long value when we implemented the feature - 60s is more reasonable
---
 pkg/source/kinesis/kinesis_source.go      | 2 +-
 pkg/source/kinesis/kinesis_source_test.go | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/pkg/source/kinesis/kinesis_source.go b/pkg/source/kinesis/kinesis_source.go
index d9ad9fb2..8282d52d 100644
--- a/pkg/source/kinesis/kinesis_source.go
+++ b/pkg/source/kinesis/kinesis_source.go
@@ -124,7 +124,7 @@ func (f adapter) ProvideDefault() (interface{}, error) {
 		ReadThrottleDelayMs:     250, // Kinsumer default is 250ms
 		ConcurrentWrites:        50,
 		ShardCheckFreqSeconds:   10,
-		LeaderActionFreqSeconds: 300,
+		LeaderActionFreqSeconds: 60,
 	}
 
 	return cfg, nil
diff --git a/pkg/source/kinesis/kinesis_source_test.go b/pkg/source/kinesis/kinesis_source_test.go
index 906323b5..b260736e 100644
--- a/pkg/source/kinesis/kinesis_source_test.go
+++ b/pkg/source/kinesis/kinesis_source_test.go
@@ -282,7 +282,7 @@ func TestKinesisSourceHCL(t *testing.T) {
 				ConcurrentWrites:        50,
 				ReadThrottleDelayMs:     250,
 				ShardCheckFreqSeconds:   10,
-				LeaderActionFreqSeconds: 300,
+				LeaderActionFreqSeconds: 60,
 			},
 		},
 		{
@@ -297,7 +297,7 @@ func TestKinesisSourceHCL(t *testing.T) {
 				ConcurrentWrites:        51,
 				ReadThrottleDelayMs:     250,
 				ShardCheckFreqSeconds:   10,
-				LeaderActionFreqSeconds: 300,
+				LeaderActionFreqSeconds: 60,
 			},
 		},
 	}

From d48610164fd291532f00f6929c48a7f0417e29e2 Mon Sep 17 00:00:00 2001
From: colmsnowplow <colm@snowplowanalytics.com>
Date: Wed, 26 Jun 2024 18:16:19 +0100
Subject: [PATCH 5/6] Remove needless data copying

Original implementation did something silly and inefficient.
---
 pkg/transform/transform.go      |   5 +-
 pkg/transform/transform_test.go | 120 +++++++++++++++++++++++++++-----
 2 files changed, 104 insertions(+), 21 deletions(-)

diff --git a/pkg/transform/transform.go b/pkg/transform/transform.go
index fbb43dff..ec1f7acc 100644
--- a/pkg/transform/transform.go
+++ b/pkg/transform/transform.go
@@ -37,9 +37,8 @@ func NewTransformation(tranformFunctions ...TransformationFunction) Transformati
 			return models.NewTransformationResult(messages, filteredList, failureList)
 		}
 
-		for _, message := range messages {
-			msg := *message // dereference to avoid amending input
-			success := &msg // success must be both input and output to a TransformationFunction, so we make this pointer.
+		for _, success := range messages {
+			// success is the input and output, so we name it as such here
 			var failure *models.Message
 			var filtered *models.Message
 			var intermediate interface{}
diff --git a/pkg/transform/transform_test.go b/pkg/transform/transform_test.go
index 5355252d..776fed4a 100644
--- a/pkg/transform/transform_test.go
+++ b/pkg/transform/transform_test.go
@@ -13,7 +13,6 @@ package transform
 
 import (
 	"testing"
-	"time"
 
 	"github.com/stretchr/testify/assert"
 
@@ -24,6 +23,25 @@ import (
 func TestNewTransformation_Passthrough(t *testing.T) {
 	assert := assert.New(t)
 
+	Msgs := []*models.Message{
+		{
+			Data:         SnowplowTsv1,
+			PartitionKey: "some-key",
+		},
+		{
+			Data:         SnowplowTsv2,
+			PartitionKey: "some-key1",
+		},
+		{
+			Data:         SnowplowTsv3,
+			PartitionKey: "some-key2",
+		},
+		{
+			Data:         nonSnowplowString,
+			PartitionKey: "some-key4",
+		},
+	}
+
 	// expected is equal to messages, specifying separately to avoid false positive if we accidentally mutate input.
 	var expected = []*models.Message{
 		{
@@ -46,7 +64,7 @@ func TestNewTransformation_Passthrough(t *testing.T) {
 
 	expectedNoTransformRes := models.NewTransformationResult(expected, make([]*models.Message, 0, 0), make([]*models.Message, 0, 0))
 	noTransform := NewTransformation(make([]TransformationFunction, 0, 0)...)
-	noTransformResult := noTransform(Messages)
+	noTransformResult := noTransform(Msgs)
 
 	assert.Equal(expectedNoTransformRes, noTransformResult)
 }
@@ -54,6 +72,25 @@ func TestNewTransformation_Passthrough(t *testing.T) {
 func TestNewTransformation_EnrichedToJson(t *testing.T) {
 	assert := assert.New(t)
 
+	Msgs := []*models.Message{
+		{
+			Data:         SnowplowTsv1,
+			PartitionKey: "some-key",
+		},
+		{
+			Data:         SnowplowTsv2,
+			PartitionKey: "some-key1",
+		},
+		{
+			Data:         SnowplowTsv3,
+			PartitionKey: "some-key2",
+		},
+		{
+			Data:         nonSnowplowString,
+			PartitionKey: "some-key4",
+		},
+	}
+
 	var expectedGood = []*models.Message{
 		{
 			Data:         snowplowJSON1,
@@ -69,18 +106,13 @@ func TestNewTransformation_EnrichedToJson(t *testing.T) {
 		},
 	}
 
-	tranformEnrichJSON := NewTransformation(SpEnrichedToJSON)
-	enrichJSONRes := tranformEnrichJSON(Messages)
+	transformEnrichJSON := NewTransformation(SpEnrichedToJSON)
+	enrichJSONRes := transformEnrichJSON(Msgs)
 
 	for index, value := range enrichJSONRes.Result {
 		assert.JSONEq(string(expectedGood[index].Data), string(value.Data))
 		assert.Equal(expectedGood[index].PartitionKey, value.PartitionKey)
 		assert.NotNil(expectedGood[index].TimeTransformed)
-
-		// assertions to ensure we don't accidentally modify the input
-		assert.NotEqual(Messages[index].Data, value.Data)
-		// assert can't seem to deal with comparing zero value to non-zero value, so assert that it's still zero instead
-		assert.Equal(time.Time{}, Messages[index].TimeTransformed)
 	}
 
 	// Not matching equivalence of whole object because error stacktrace makes it unfeasible. Doing each component part instead.
@@ -95,9 +127,28 @@ func TestNewTransformation_EnrichedToJson(t *testing.T) {
 }
 
 func Benchmark_Transform_EnrichToJson(b *testing.B) {
+	// Because we modify input, copy this first
+	Msgs := []*models.Message{
+		{
+			Data:         SnowplowTsv1,
+			PartitionKey: "some-key",
+		},
+		{
+			Data:         SnowplowTsv2,
+			PartitionKey: "some-key1",
+		},
+		{
+			Data:         SnowplowTsv3,
+			PartitionKey: "some-key2",
+		},
+		{
+			Data:         nonSnowplowString,
+			PartitionKey: "some-key4",
+		},
+	}
 	tranformEnrichJSON := NewTransformation(SpEnrichedToJSON)
 	for i := 0; i < b.N; i++ {
-		tranformEnrichJSON(Messages)
+		tranformEnrichJSON(Msgs)
 	}
 }
 
@@ -106,15 +157,54 @@ func testfunc(message *models.Message, intermediateState interface{}) (*models.M
 }
 
 func Benchmark_Transform_Passthrough(b *testing.B) {
+	// Because transform funcs modify input, copy this first
+	Msgs := []*models.Message{
+		{
+			Data:         SnowplowTsv1,
+			PartitionKey: "some-key",
+		},
+		{
+			Data:         SnowplowTsv2,
+			PartitionKey: "some-key1",
+		},
+		{
+			Data:         SnowplowTsv3,
+			PartitionKey: "some-key2",
+		},
+		{
+			Data:         nonSnowplowString,
+			PartitionKey: "some-key4",
+		},
+	}
 	tranformPassthrough := NewTransformation(testfunc)
 	for i := 0; i < b.N; i++ {
-		tranformPassthrough(Messages)
+		tranformPassthrough(Msgs)
 	}
 }
 
 func TestNewTransformation_Multiple(t *testing.T) {
 	assert := assert.New(t)
 
+	// Because transform funcs modify input, copy this first
+	Msgs := []*models.Message{
+		{
+			Data:         SnowplowTsv1,
+			PartitionKey: "some-key",
+		},
+		{
+			Data:         SnowplowTsv2,
+			PartitionKey: "some-key1",
+		},
+		{
+			Data:         SnowplowTsv3,
+			PartitionKey: "some-key2",
+		},
+		{
+			Data:         nonSnowplowString,
+			PartitionKey: "some-key4",
+		},
+	}
+
 	var expectedGood = []*models.Message{
 		{
 			Data:         snowplowJSON1,
@@ -133,19 +223,13 @@ func TestNewTransformation_Multiple(t *testing.T) {
 	setPkToAppID, _ := NewSpEnrichedSetPkFunction("app_id")
 	tranformMultiple := NewTransformation(setPkToAppID, SpEnrichedToJSON)
 
-	enrichJSONRes := tranformMultiple(Messages)
+	enrichJSONRes := tranformMultiple(Msgs)
 
 	for index, value := range enrichJSONRes.Result {
 		assert.JSONEq(string(expectedGood[index].Data), string(value.Data))
 		assert.Equal(expectedGood[index].PartitionKey, value.PartitionKey)
 		assert.NotNil(expectedGood[index].TimeTransformed)
 		assert.NotNil(value.TimeTransformed)
-
-		// assertions to ensure we don't accidentally modify the input
-		assert.NotEqual(Messages[index].Data, value.Data)
-		assert.NotEqual(Messages[index].PartitionKey, value.PartitionKey)
-		// assert can't seem to deal with comparing zero value to non-zero value, so assert that it's still zero instead
-		assert.Equal(time.Time{}, Messages[index].TimeTransformed)
 	}
 
 	// Not matching equivalence of whole object because error stacktrace makes it unfeasible. Doing each component part instead.

From d7243d0295959046aa690a600fe4d77170857f87 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Piotr=20Poniedzia=C5=82ek?= <pondzix@gmail.com>
Date: Mon, 1 Jul 2024 16:58:01 +0200
Subject: [PATCH 6/6] Attempt of using generics instead of `interface{}` in
 component's configuration handling and creation.

Drafted solution lives for now in `generic` package and example usage
(with some fake test component) is demonstrated in `component_test.go`.
---
 config/generic/component.go         | 45 +++++++++++++++++++++++++++++
 config/generic/component_test.go    | 26 +++++++++++++++++
 config/generic/example_component.go | 34 ++++++++++++++++++++++
 config/generic/target.go            |  5 ++++
 4 files changed, 110 insertions(+)
 create mode 100644 config/generic/component.go
 create mode 100644 config/generic/component_test.go
 create mode 100644 config/generic/example_component.go
 create mode 100644 config/generic/target.go

diff --git a/config/generic/component.go b/config/generic/component.go
new file mode 100644
index 00000000..49e28ab2
--- /dev/null
+++ b/config/generic/component.go
@@ -0,0 +1,45 @@
+package generic
+
+import (
+	"github.com/hashicorp/hcl/v2"
+	"github.com/hashicorp/hcl/v2/gohcl"
+)
+
+// Implemented by each component, like kinesis target
+type configurableComponent[CONFIG any, COMPONENT any] interface {
+	DefaultConfig() *CONFIG
+	FromConfig(config *CONFIG) (*COMPONENT, error)
+}
+
+// Also implemented by each component, but generic type parameter 'OUT' specifies interface requested by consumer, e.g. 'Target' interface.
+type providerOf[OUT any] interface {
+	Provide(input hcl.Body, ctx *hcl.EvalContext) (OUT, error)
+}
+
+func createComponent[CONFIG any, COMPONENT any](component configurableComponent[CONFIG, COMPONENT], input hcl.Body, ctx *hcl.EvalContext) (*COMPONENT, error) {
+	config := component.DefaultConfig()
+	decode[CONFIG](input, ctx, config)
+	readyComponent, err := component.FromConfig(config)
+
+	if err != nil {
+		return nil, err
+	}
+	return readyComponent, nil
+}
+
+func decode[CONFIG any](input hcl.Body, evalContext *hcl.EvalContext, configuration *CONFIG) error {
+	if input == nil {
+		return nil
+	}
+
+	if configuration == nil {
+		return nil
+	}
+
+	diag := gohcl.DecodeBody(input, evalContext, configuration)
+	if len(diag) > 0 {
+		return diag
+	}
+
+	return nil
+}
diff --git a/config/generic/component_test.go b/config/generic/component_test.go
new file mode 100644
index 00000000..dc1cc4e0
--- /dev/null
+++ b/config/generic/component_test.go
@@ -0,0 +1,26 @@
+package generic
+
+import (
+	"testing"
+
+	"github.com/hashicorp/hcl/v2"
+	"github.com/hashicorp/hcl/v2/hclparse"
+	"github.com/stretchr/testify/assert"
+)
+
+var supportedTargets = map[string]providerOf[target]{
+	"testTarget": &testProvider{},
+}
+
+func Test_CreatingTarget(t *testing.T) {
+	assert := assert.New(t)
+	hclFile, _ := hclparse.NewParser().ParseHCL([]byte(`test_string = "ateststring"`), "placeholder.hcl")
+	input := hclFile.Body
+
+	target, _ := supportedTargets["testTarget"].Provide(input, &hcl.EvalContext{})
+
+	output := target.Write("Test string")
+
+	assert.Equal("Written: Test string. This is value in config - ateststring", output)
+
+}
diff --git a/config/generic/example_component.go b/config/generic/example_component.go
new file mode 100644
index 00000000..4bef0590
--- /dev/null
+++ b/config/generic/example_component.go
@@ -0,0 +1,34 @@
+package generic
+
+import (
+	"github.com/hashicorp/hcl/v2"
+)
+
+type myComponentConfig struct {
+	Test string `hcl:"test_string"`
+}
+
+type myComponent struct {
+	config myComponentConfig
+}
+
+// This one is used by component's clients. If you want ot use component, just use this struct
+type testProvider struct{}
+
+// Return component as interface, here as 'Target'
+func (tp testProvider) Provide(input hcl.Body, ctx *hcl.EvalContext) (target, error) {
+	return createComponent[myComponentConfig, myComponent](tp, input, ctx)
+}
+
+func (testProvider) DefaultConfig() *myComponentConfig {
+	return &myComponentConfig{"some default value"}
+}
+
+func (testProvider) FromConfig(config *myComponentConfig) (*myComponent, error) {
+	return &myComponent{*config}, nil
+}
+
+// Implementing desired interfaces, like 'Target'
+func (mc myComponent) Write(input string) string {
+	return "Written: " + input + ". This is value in config - " + mc.config.Test
+}
diff --git a/config/generic/target.go b/config/generic/target.go
new file mode 100644
index 00000000..c237014a
--- /dev/null
+++ b/config/generic/target.go
@@ -0,0 +1,5 @@
+package generic
+
+type target interface {
+	Write(input string) string
+}