diff --git a/boomer.go b/boomer.go
index fb8b5d71..62b8933e 100644
--- a/boomer.go
+++ b/boomer.go
@@ -45,8 +45,16 @@ func (b *hrpBoomer) Run(testcases ...ITestCase) {
 		if err != nil {
 			panic(err)
 		}
-		task := b.convertBoomerTask(testcase)
-		taskSlice = append(taskSlice, task)
+		cfg := testcase.Config.ToStruct()
+		parameters := getParameters(testcase.Config)
+		if parameters == nil {
+			parameters = []map[string]interface{}{{}}
+		}
+		for _, parameter := range parameters {
+			cfg.Variables = mergeVariables(parameter, cfg.Variables)
+			task := b.convertBoomerTask(testcase)
+			taskSlice = append(taskSlice, task)
+		}
 	}
 	b.Boomer.Run(taskSlice...)
 }
diff --git a/convert.go b/convert.go
index 7f1bc830..ba3b8d15 100644
--- a/convert.go
+++ b/convert.go
@@ -2,10 +2,12 @@ package hrp
 
 import (
 	"bytes"
+	"encoding/csv"
 	"encoding/json"
 	"fmt"
 	"io/ioutil"
 	"path/filepath"
+	"strings"
 
 	"github.com/rs/zerolog/log"
 	"gopkg.in/yaml.v3"
@@ -94,6 +96,36 @@ func loadFromYAML(path string) (*TCase, error) {
 	return tc, err
 }
 
+func loadFromCSV(path string) []map[string]string {
+	path, err := filepath.Abs(path)
+	if err != nil {
+		log.Error().Str("path", path).Err(err).Msg("convert absolute path failed")
+		panic(err)
+	}
+	log.Info().Str("path", path).Msg("load csv file")
+
+	file, err := ioutil.ReadFile(path)
+	if err != nil {
+		log.Error().Err(err).Msg("load csv file failed")
+		panic(err)
+	}
+	r := csv.NewReader(strings.NewReader(string(file)))
+	content, err := r.ReadAll()
+	if err != nil {
+		log.Error().Err(err).Msg("parse csv file failed")
+		panic(err)
+	}
+	var result []map[string]string
+	for i := 1; i < len(content); i++ {
+		row := make(map[string]string)
+		for j := 0; j < len(content[i]); j++ {
+			row[content[0][j]] = content[i][j]
+		}
+		result = append(result, row)
+	}
+	return result
+}
+
 func (tc *TCase) ToTestCase() (*TestCase, error) {
 	testCase := &TestCase{
 		Config: &Config{cfg: tc.Config},
diff --git a/examples/account.csv b/examples/account.csv
new file mode 100644
index 00000000..67ce22c6
--- /dev/null
+++ b/examples/account.csv
@@ -0,0 +1,4 @@
+username,password
+test1,111111
+test2,222222
+test3,333333
\ No newline at end of file
diff --git a/examples/parameters_test.json b/examples/parameters_test.json
new file mode 100644
index 00000000..6ad52032
--- /dev/null
+++ b/examples/parameters_test.json
@@ -0,0 +1,57 @@
+{
+  "config": {
+    "name": "request methods testcase: validate with parameters",
+    "parameters": {
+      "user_agent": [
+        "iOS/10.1",
+        "iOS/10.2"
+      ],
+      "username-password": "${parameterize(examples/account.csv)}",
+      "app_version": "${getAppVersion()}"
+    },
+    "parameters_setting": {
+      "strategy": "random"
+    },
+    "variables": {
+      "app_version": "f1"
+    },
+    "base_url": "https://postman-echo.com",
+    "verify": false
+  },
+  "teststeps": [
+    {
+      "name": "get with params",
+      "variables": {
+        "foo1": "$username",
+        "foo2": "$password",
+        "foo3": "$app_version"
+      },
+      "request": {
+        "method": "GET",
+        "url": "/get",
+        "params": {
+          "foo1": "$foo1",
+          "foo2": "$foo2",
+          "foo3": "$foo3"
+        },
+        "headers": {
+          "User-Agent": "$user_agent,$app_version"
+        }
+      },
+      "validate": [
+        {
+          "check": "status_code",
+          "assert": "equals",
+          "expect": 200,
+          "msg": "check status code"
+        },
+        {
+          "check": "body.args.foo3",
+          "assert": "not_equal",
+          "expect": "f1",
+          "msg": "check app version"
+        }
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/examples/parameters_test.yaml b/examples/parameters_test.yaml
new file mode 100644
index 00000000..7afb4252
--- /dev/null
+++ b/examples/parameters_test.yaml
@@ -0,0 +1,38 @@
+config:
+    name: "request methods testcase: validate with parameters"
+    parameters:
+        user_agent: ["iOS/10.1", "iOS/10.2"]
+        username-password: ${parameterize(examples/account.csv)}
+        app_version: ${getAppVersion()}
+    parameters_setting:
+        strategy: random
+    variables:
+        app_version: f1
+    base_url: "https://postman-echo.com"
+    verify: False
+
+teststeps:
+-
+    name: get with params
+    variables:
+        foo1: $username
+        foo2: $password
+        foo3: $app_version
+    request:
+        method: GET
+        url: /get
+        params:
+            foo1: $foo1
+            foo2: $foo2
+            foo3: $foo3
+        headers:
+            User-Agent: $user_agent,$app_version
+    validate:
+        - check: status_code
+          assert: equals
+          expect: 200
+          msg: check status code
+        - check: body.args.foo3
+          assert: not_equal
+          expect: f1
+          msg: check app version
\ No newline at end of file
diff --git a/internal/builtin/function.go b/internal/builtin/function.go
index d1d3dd3b..2384d654 100644
--- a/internal/builtin/function.go
+++ b/internal/builtin/function.go
@@ -14,6 +14,7 @@ var Functions = map[string]interface{}{
 	"gen_random_string": genRandomString, // call with one argument
 	"max":               math.Max,        // call with two arguments
 	"md5":               MD5,
+	"getAppVersion":     getAppVersion, // test
 }
 
 func init() {
@@ -44,3 +45,7 @@ func MD5(str string) string {
 	hasher.Write([]byte(str))
 	return hex.EncodeToString(hasher.Sum(nil))
 }
+
+func getAppVersion() []float64 {
+	return []float64{3.1, 3.3}
+}
diff --git a/models.go b/models.go
index cbaf4b4e..703623fc 100644
--- a/models.go
+++ b/models.go
@@ -13,13 +13,14 @@ const (
 // TConfig represents config data structure for testcase.
 // Each testcase should contain one config part.
 type TConfig struct {
-	Name       string                 `json:"name" yaml:"name"` // required
-	Verify     bool                   `json:"verify,omitempty" yaml:"verify,omitempty"`
-	BaseURL    string                 `json:"base_url,omitempty" yaml:"base_url,omitempty"`
-	Variables  map[string]interface{} `json:"variables,omitempty" yaml:"variables,omitempty"`
-	Parameters map[string]interface{} `json:"parameters,omitempty" yaml:"parameters,omitempty"`
-	Export     []string               `json:"export,omitempty" yaml:"export,omitempty"`
-	Weight     int                    `json:"weight,omitempty" yaml:"weight,omitempty"`
+	Name              string                 `json:"name" yaml:"name"` // required
+	Verify            bool                   `json:"verify,omitempty" yaml:"verify,omitempty"`
+	BaseURL           string                 `json:"base_url,omitempty" yaml:"base_url,omitempty"`
+	Variables         map[string]interface{} `json:"variables,omitempty" yaml:"variables,omitempty"`
+	Parameters        map[string]interface{} `json:"parameters,omitempty" yaml:"parameters,omitempty"`
+	ParametersSetting map[string]interface{} `json:"parameters_setting,omitempty" yaml:"parameters_setting,omitempty"`
+	Export            []string               `json:"export,omitempty" yaml:"export,omitempty"`
+	Weight            int                    `json:"weight,omitempty" yaml:"weight,omitempty"`
 }
 
 // Request represents HTTP request data structure.
diff --git a/parser.go b/parser.go
index e7398cd7..e95946c8 100644
--- a/parser.go
+++ b/parser.go
@@ -3,12 +3,15 @@ package hrp
 import (
 	"encoding/json"
 	"fmt"
+	"math/rand"
 	"net/url"
 	"reflect"
 	"regexp"
 	"strings"
+	"time"
 
 	"github.com/maja42/goval"
+	"github.com/pkg/errors"
 	"github.com/rs/zerolog/log"
 
 	"github.com/httprunner/hrp/internal/builtin"
@@ -247,15 +250,35 @@ func mergeVariables(variables, overriddenVariables map[string]interface{}) map[s
 	return mergedVariables
 }
 
-// callFunc call function with arguments
-// only support return at most one result value
-func callFunc(funcName string, arguments ...interface{}) (interface{}, error) {
-	function, ok := builtin.Functions[funcName]
-	if !ok {
+func contains(s []string, e string) bool {
+	for _, a := range s {
+		if strings.EqualFold(a, e) {
+			return true
+		}
+	}
+	return false
+}
+
+func getMappingFunction(funcName string) (interface{}, error) {
+	if function, ok := builtin.Functions[funcName]; ok {
+		// function is builtin
+		return function, nil
+	} else if contains([]string{"parameterize", "P"}, funcName) {
+		// parameterize function
+		return loadFromCSV, nil
+	} else {
 		// function not found
 		return nil, fmt.Errorf("function %s is not found", funcName)
 	}
+}
 
+// callFunc call function with arguments
+// only support return at most one result value
+func callFunc(funcName string, arguments ...interface{}) (interface{}, error) {
+	function, err := getMappingFunction(funcName)
+	if err != nil {
+		return nil, err
+	}
 	funcValue := reflect.ValueOf(function)
 	if funcValue.Kind() != reflect.Func {
 		// function not valid
@@ -493,3 +516,135 @@ func findallVariables(raw string) variableSet {
 
 	return varSet
 }
+
+func shuffleCartesianProduct(slice []map[string]interface{}) {
+	if slice == nil || len(slice) == 0 {
+		return
+	}
+	r := rand.New(rand.NewSource(time.Now().Unix()))
+	for len(slice) > 0 {
+		n := len(slice)
+		randIndex := r.Intn(n)
+		slice[n-1], slice[randIndex] = slice[randIndex], slice[n-1]
+		slice = slice[:n-1]
+	}
+}
+
+func genCartesianProduct(params [][]map[string]interface{}) []map[string]interface{} {
+	if params == nil || len(params) == 0 {
+		return nil
+	}
+	var cartesianProduct []map[string]interface{}
+	cartesianProduct = params[0]
+	for i := 0; i < len(params)-1; i++ {
+		var tempProduct []map[string]interface{}
+		for _, param1 := range cartesianProduct {
+			for _, param2 := range params[i+1] {
+				tempProduct = append(tempProduct, mergeVariables(param1, param2))
+			}
+		}
+		cartesianProduct = tempProduct
+	}
+	return cartesianProduct
+}
+
+func getParameters(config IConfig) []map[string]interface{} {
+	cfg := config.ToStruct()
+	// parse config parameters
+	parsedParams, err := parseParameters(cfg.Parameters, cfg.Variables)
+	if err != nil {
+		log.Error().Interface("parameters", cfg.Parameters).Err(err).Msg("parse config parameters failed")
+	}
+	if cfg.ParametersSetting["strategy"] != nil && strings.ToLower(cfg.ParametersSetting["strategy"].(string)) == "random" {
+		shuffleCartesianProduct(parsedParams)
+	}
+	return parsedParams
+}
+
+func parseParameters(parameters map[string]interface{}, variablesMapping map[string]interface{}) ([]map[string]interface{}, error) {
+	if parameters == nil || len(parameters) == 0 {
+		return nil, nil
+	}
+	var parsedParametersSlice [][]map[string]interface{}
+	for k, v := range parameters {
+		parameterNameSlice := strings.Split(k, "-")
+		var parameterSlice []map[string]interface{}
+		rawValue := reflect.ValueOf(v)
+		switch rawValue.Kind() {
+		case reflect.String:
+			parsedParameterContent, err := parseData(rawValue.Interface(), variablesMapping)
+			if err != nil {
+				log.Error().Interface("parameter", parameters).Msg("[parseParameters] parse parameter error")
+				return nil, err
+			}
+			parsedParameterRawValue := reflect.ValueOf(parsedParameterContent)
+			if parsedParameterRawValue.Kind() != reflect.Slice {
+				log.Error().Interface("parameter", parameters).Msg("[parseParameters] parsed parameter content should be Slice, got %v")
+				return nil, errors.New("parsed parameter content should be Slice")
+			}
+			for i := 0; i < parsedParameterRawValue.Len(); i++ {
+				parameterMap := make(map[string]interface{})
+				// e.g.
+				elem := reflect.ValueOf(parsedParameterRawValue.Index(i).Interface())
+				if elem.Kind() == reflect.Map {
+					// e.g. [{"username": "test1", "password": "passwd1", "other": "111"}, {"username": "test2", "password": "passwd2", "other": ""222}]
+					// -> [{"username": "test1", "password": "passwd1"}, {"username": "test2", "password": "passwd2"}] (username, password in parameterNameSlice)
+					for _, key := range parameterNameSlice {
+						if _, ok := elem.Interface().(map[string]string)[key]; ok {
+							parameterMap[key] = elem.MapIndex(reflect.ValueOf(key)).Interface()
+						} else {
+							log.Error().Interface("parameterNameSlice", parameterNameSlice).Msg("[parseParameters] parameter name not found")
+							return nil, errors.New("parameter name not found")
+						}
+					}
+				} else if elem.Kind() == reflect.Slice {
+					// e.g. [["test1", "passwd1"], ["test2", "passwd2"]] -> [{"username": "test1", "password": "passwd1"}, {"username": "test2", "password": "passwd2"}]
+					if len(parameterNameSlice) != elem.Len() {
+						log.Error().Interface("parameter", parameters).Msg("[parseParameters] parameter name Slice and parameter content Slice should have the same length")
+						return nil, errors.New("parameter name Slice and parameter cjntent Slice should have the same length")
+					} else {
+						for j := 0; j < elem.Len(); j++ {
+							parameterMap[parameterNameSlice[j]] = elem.Index(j).Interface()
+						}
+					}
+				} else {
+					// e.g. ${getAppVersion()} -> [3.1, 3.0] -> [{"app_version": 3.1}, {"app_version": 3.0}]
+					if len(parameterNameSlice) != 1 {
+						log.Error().Interface("parameterNameSlice", parameterNameSlice).Msg("[parseParameters] parameter name slice should have only one element when parameter content is string")
+						return nil, errors.New("parameter name slice should have only one element when parameter content is string")
+					}
+					parameterMap[parameterNameSlice[0]] = elem.Interface()
+				}
+				parameterSlice = append(parameterSlice, parameterMap)
+			}
+		case reflect.Slice:
+			for i := 0; i < rawValue.Len(); i++ {
+				parameterMap := make(map[string]interface{})
+				elem := reflect.ValueOf(rawValue.Index(i).Interface())
+				if elem.Kind() == reflect.Slice {
+					// e.g. username-password: [["test1", "passwd1"], ["test2", "passwd2"]]
+					if len(parameterNameSlice) != elem.Len() {
+						log.Error().Interface("parameter", parameters).Msg("[parseParameters] parameter name Slice and parameter content Slice should have the same length")
+						return nil, errors.New("parameter name Slice and parameter content Slice should have the same length")
+					}
+					for j := 0; j < elem.Len(); j++ {
+						parameterMap[parameterNameSlice[j]] = elem.Index(j).Interface()
+					}
+				} else {
+					// e.g. user_agent: ["iOS/10.1", "iOS/10.2"]
+					if len(parameterNameSlice) != 1 {
+						log.Error().Interface("parameterNameSlice", parameterNameSlice).Msg("[parseParameters] parameter name slice should have only one element when parameter content is string")
+						return nil, errors.New("parameter name slice should have only one element when parameter content is string")
+					}
+					parameterMap[parameterNameSlice[0]] = elem.Interface()
+				}
+				parameterSlice = append(parameterSlice, parameterMap)
+			}
+		default:
+			log.Error().Interface("parameter", parameters).Msg("[parseParameters] parameter content should be Slice or Text(variables or functions call)")
+			return nil, errors.New("parameter content should be Slice or Text(variables or functions call)")
+		}
+		parsedParametersSlice = append(parsedParametersSlice, parameterSlice)
+	}
+	return genCartesianProduct(parsedParametersSlice), nil
+}
diff --git a/parser_test.go b/parser_test.go
index 33f3ae76..194f70f1 100644
--- a/parser_test.go
+++ b/parser_test.go
@@ -618,3 +618,56 @@ func TestFindallVariables(t *testing.T) {
 		}
 	}
 }
+
+func TestParseParameters(t *testing.T) {
+	testData := []struct {
+		rawVars    map[string]interface{}
+		expectVars []map[string]interface{}
+	}{
+		{
+			map[string]interface{}{"username-password": "${parameterize(examples/account.csv)}", "user_agent": []interface{}{"IOS/10.1", "IOS/10.2"}},
+			[]map[string]interface{}{{"username": "test1", "password": "111111", "user_agent": "IOS/10.1"},
+				{"username": "test1", "password": "111111", "user_agent": "IOS/10.2"},
+				{"username": "test2", "password": "222222", "user_agent": "IOS/10.1"},
+				{"username": "test2", "password": "222222", "user_agent": "IOS/10.2"},
+				{"username": "test3", "password": "333333", "user_agent": "IOS/10.1"},
+				{"username": "test3", "password": "333333", "user_agent": "IOS/10.2"}},
+		},
+		{
+			map[string]interface{}{},
+			nil,
+		},
+		{
+			nil,
+			nil,
+		},
+	}
+	for _, data := range testData {
+		value, _ := parseParameters(data.rawVars, map[string]interface{}{})
+		if !assert.Equal(t, data.expectVars, value) {
+			t.Fail()
+		}
+	}
+}
+
+func TestParseParametersError(t *testing.T) {
+	testData := []struct {
+		rawVars map[string]interface{}
+	}{
+		{
+			map[string]interface{}{"username_password": "${parameterize(examples/account.csv)}", "user_agent": []interface{}{"IOS/10.1", "IOS/10.2"}},
+		},
+		{
+			map[string]interface{}{"username-password": "${parameterize(examples/account.csv)}", "user-agent": []interface{}{"IOS/10.1", "IOS/10.2"}},
+		},
+		{
+			map[string]interface{}{"username-password": "${param(examples/account.csv)}", "user_agent": []interface{}{"IOS/10.1", "IOS/10.2"}},
+		},
+	}
+	for _, data := range testData {
+		_, err := parseParameters(data.rawVars, map[string]interface{}{})
+		if !assert.Error(t, err) {
+			t.Fail()
+		}
+	}
+}
diff --git a/runner.go b/runner.go
index 68782c91..fea5b69b 100644
--- a/runner.go
+++ b/runner.go
@@ -128,17 +128,24 @@ func (r *hrpRunner) runCase(testcase *TestCase) error {
 	if err := r.parseConfig(config); err != nil {
 		return err
 	}
-
+	cfg := config.ToStruct()
 	log.Info().Str("testcase", config.Name()).Msg("run testcase start")
-	r.startTime = time.Now()
-	for _, step := range testcase.TestSteps {
-		_, err := r.runStep(step, config)
-		if err != nil {
-			if r.failfast {
-				log.Error().Err(err).Msg("abort running due to failfast setting")
-				return err
+	parameters := getParameters(config)
+	if parameters == nil {
+		parameters = []map[string]interface{}{{}}
+	}
+	for _, parameter := range parameters {
+		cfg.Variables = mergeVariables(parameter, cfg.Variables)
+		r.startTime = time.Now()
+		for _, step := range testcase.TestSteps {
+			_, err := r.runStep(step, config)
+			if err != nil {
+				if r.failfast {
+					log.Error().Err(err).Msg("abort running due to failfast setting")
+					return err
+				}
+				log.Warn().Err(err).Msg("run step failed, continue next step")
 			}
-			log.Warn().Err(err).Msg("run step failed, continue next step")
 		}
 	}
 
@@ -469,7 +476,6 @@ func (r *hrpRunner) parseConfig(config IConfig) error {
 		return err
 	}
 	cfg.Variables = parsedVariables
-
 	// parse config name
 	parsedName, err := parseString(cfg.Name, cfg.Variables)
 	if err != nil {