diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index c46c97f95aa0..729227a5b6b6 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -12,7 +12,7 @@ jobs:
       fail-fast: false
       matrix:
         platform: [ubuntu-18.04]
-        os_name: [linux_openresty, linux_tengine, linux_apisix_master_luarocks, linux_apisix_current_luarocks, linux_openresty_mtls]
+        os_name: [linux_openresty, linux_tengine, linux_apisix_master_luarocks, linux_apisix_current_luarocks, linux_openresty_mtls, linux_apisix_integrationtest]
         include:
           - platform: macos-latest
             os_name: osx_openresty
diff --git a/.travis/linux_apisix_integrationtest_runner.sh b/.travis/linux_apisix_integrationtest_runner.sh
new file mode 100755
index 000000000000..83f5a2d51847
--- /dev/null
+++ b/.travis/linux_apisix_integrationtest_runner.sh
@@ -0,0 +1,167 @@
+#!/usr/bin/env bash
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+set -ex
+
+export_or_prefix() {
+    export OPENRESTY_PREFIX="/usr/local/openresty-debug"
+}
+
+create_lua_deps() {
+    echo "Create lua deps cache"
+
+    make deps
+    luarocks install luacov-coveralls --tree=deps --local > build.log 2>&1 || (cat build.log && exit 1)
+
+    sudo rm -rf build-cache/deps
+    sudo cp -r deps build-cache/
+    sudo cp rockspec/apisix-master-0.rockspec build-cache/
+}
+
+before_install() {
+    sudo cpanm --notest Test::Nginx >build.log 2>&1 || (cat build.log && exit 1)
+    docker pull redis:3.0-alpine
+    docker run --rm -itd -p 6379:6379 --name apisix_redis redis:3.0-alpine
+    docker run --rm -itd -e HTTP_PORT=8888 -e HTTPS_PORT=9999 -p 8888:8888 -p 9999:9999 mendhak/http-https-echo
+    # Runs Keycloak version 10.0.2 with inbuilt policies for unit tests
+    docker run --rm -itd -e KEYCLOAK_USER=admin -e KEYCLOAK_PASSWORD=123456 -p 8090:8080 -p 8443:8443 sshniro/keycloak-apisix
+    # spin up kafka cluster for tests (1 zookeper and 1 kafka instance)
+    docker pull bitnami/zookeeper:3.6.0
+    docker pull bitnami/kafka:latest
+    docker network create kafka-net --driver bridge
+    docker run --name zookeeper-server -d -p 2181:2181 --network kafka-net -e ALLOW_ANONYMOUS_LOGIN=yes bitnami/zookeeper:3.6.0
+    docker run --name kafka-server1 -d --network kafka-net -e ALLOW_PLAINTEXT_LISTENER=yes -e KAFKA_CFG_ZOOKEEPER_CONNECT=zookeeper-server:2181 -e KAFKA_CFG_ADVERTISED_LISTENERS=PLAINTEXT://127.0.0.1:9092 -p 9092:9092 -e KAFKA_CFG_AUTO_CREATE_TOPICS_ENABLE=true bitnami/kafka:latest
+    docker pull bitinit/eureka
+    docker run --name eureka -d -p 8761:8761 --env ENVIRONMENT=apisix --env spring.application.name=apisix-eureka --env server.port=8761 --env eureka.instance.ip-address=127.0.0.1 --env eureka.client.registerWithEureka=true --env eureka.client.fetchRegistry=false --env eureka.client.serviceUrl.defaultZone=http://127.0.0.1:8761/eureka/ bitinit/eureka
+    sleep 5
+    docker exec -i kafka-server1 /opt/bitnami/kafka/bin/kafka-topics.sh --create --zookeeper zookeeper-server:2181 --replication-factor 1 --partitions 1 --topic test2
+}
+
+do_install() {
+    export_or_prefix
+
+    wget -qO - https://openresty.org/package/pubkey.gpg | sudo apt-key add -
+    sudo apt-get -y update --fix-missing
+    sudo apt-get -y install software-properties-common
+    sudo add-apt-repository -y "deb http://openresty.org/package/ubuntu $(lsb_release -sc) main"
+
+    sudo apt-get update
+    sudo apt-get install openresty-debug lua5.1 liblua5.1-0-dev
+
+    wget https://github.com/luarocks/luarocks/archive/v2.4.4.tar.gz
+    tar -xf v2.4.4.tar.gz
+    cd luarocks-2.4.4
+    ./configure --prefix=/usr > build.log 2>&1 || (cat build.log && exit 1)
+    make build > build.log 2>&1 || (cat build.log && exit 1)
+    sudo make install > build.log 2>&1 || (cat build.log && exit 1)
+    cd ..
+    rm -rf luarocks-2.4.4
+
+    sudo luarocks install luacheck > build.log 2>&1 || (cat build.log && exit 1)
+
+    ./utils/install-etcd.sh
+
+    if [ ! -f "build-cache/apisix-master-0.rockspec" ]; then
+        create_lua_deps
+
+    else
+        src=`md5sum rockspec/apisix-master-0.rockspec | awk '{print $1}'`
+        src_cp=`md5sum build-cache/apisix-master-0.rockspec | awk '{print $1}'`
+        if [ "$src" = "$src_cp" ]; then
+            echo "Use lua deps cache"
+            sudo cp -r build-cache/deps ./
+        else
+            create_lua_deps
+        fi
+    fi
+
+    # sudo apt-get install tree -y
+    # tree deps
+
+    git clone https://github.com/iresty/test-nginx.git test-nginx
+    make utils
+
+    git clone https://github.com/apache/openwhisk-utilities.git .travis/openwhisk-utilities
+    cp .travis/ASF* .travis/openwhisk-utilities/scancode/
+
+    ls -l ./
+    if [ ! -f "build-cache/grpc_server_example" ]; then
+        wget https://github.com/iresty/grpc_server_example/releases/download/20200901/grpc_server_example-amd64.tar.gz
+        tar -xvf grpc_server_example-amd64.tar.gz
+        mv grpc_server_example build-cache/
+    fi
+
+    if [ ! -f "build-cache/proto/helloworld.proto" ]; then
+        if [ ! -f "grpc_server_example/main.go" ]; then
+            git clone https://github.com/iresty/grpc_server_example.git grpc_server_example
+        fi
+
+        cd grpc_server_example/
+        mv proto/ ../build-cache/
+        cd ..
+    fi
+
+    if [ ! -f "build-cache/grpcurl" ]; then
+        wget https://github.com/api7/grpcurl/releases/download/20200314/grpcurl-amd64.tar.gz
+        tar -xvf grpcurl-amd64.tar.gz
+        mv grpcurl build-cache/
+    fi
+}
+
+script() {
+    export_or_prefix
+    export PATH=$OPENRESTY_PREFIX/nginx/sbin:$OPENRESTY_PREFIX/luajit/bin:$OPENRESTY_PREFIX/bin:$PATH
+    openresty -V
+    sudo service etcd stop
+    mkdir -p ~/etcd-data
+    etcd --listen-client-urls 'http://0.0.0.0:2379' --advertise-client-urls='http://0.0.0.0:2379' --data-dir ~/etcd-data > /dev/null 2>&1 &
+    etcdctl version
+    sleep 5
+
+    ./bin/apisix start
+
+    #start again  --> fial
+    res=`./bin/apisix start`
+    if [ "$res" != "APISIX is running..." ]; then
+        echo "failed: APISIX runs repeatedly"
+        exit 1
+    fi
+
+    cd t/integrationtest/
+    sudo python runtest.py
+    pytest --force-flaky --max-runs=3 --no-flaky-report -v -s "cases"
+
+}
+
+
+case_opt=$1
+shift
+
+case ${case_opt} in
+before_install)
+    before_install "$@"
+    ;;
+do_install)
+    do_install "$@"
+    ;;
+script)
+    script "$@"
+    ;;
+
+
+esac
diff --git a/t/integrationtest/cases/nginx.conf b/t/integrationtest/cases/nginx.conf
new file mode 100644
index 000000000000..9e261092d50b
--- /dev/null
+++ b/t/integrationtest/cases/nginx.conf
@@ -0,0 +1,33 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+worker_processes  1;
+error_log logs/error.log;
+events {
+    worker_connections 4096;
+}
+http {
+    server {
+        listen 9666;
+        location / {
+            default_type text/html;
+            content_by_lua_block {
+                ngx.say("<p>Hello, World!</p>")
+            }
+        }
+    }
+}
diff --git a/t/integrationtest/cases/test_base.py b/t/integrationtest/cases/test_base.py
new file mode 100644
index 000000000000..59ff2d2ccb7b
--- /dev/null
+++ b/t/integrationtest/cases/test_base.py
@@ -0,0 +1,114 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+#!/usr/bin/env python
+#-*- coding: utf-8 -*-
+import sys,os,time,json,subprocess,signal
+import requests,psutil,grequests
+
+def kill_processtree(id):
+    parent = psutil.Process(pid)
+    children = parent.children(recursive=True)
+    for p in children:
+        psutil.Process(p.pid).terminate()
+    psutil.Process(id).terminate()
+
+def get_pid_byname():
+    name = "apisix"
+    cmd = "ps -ef | grep %s/conf | grep master | grep -v grep| awk '{print $2}'"%name
+    p = subprocess.Popen(cmd, stderr = subprocess.PIPE, stdout = subprocess.PIPE, shell = True)
+    p.wait()
+    return p.stdout.read().strip()
+
+def get_workerres(pid):
+    parent = psutil.Process(pid)
+    children = parent.children(recursive=True)
+    for p in children:
+        cp = psutil.Process(p.pid)
+        print(p.pid,cp.cpu_percent(interval=1.0),cp.memory_percent())
+
+def cur_file_dir():
+    return os.path.split(os.path.realpath(__file__))[0]
+
+def requesttest(url,times):
+    start = time.time()
+    tasks = []
+    r = []
+    while time.time() - start <= times:
+        tasks.append(grequests.get(url))
+        res = grequests.map(tasks, size=50)
+        r.extend([i.status_code for i in res])
+    return r
+
+def setup_module():
+    global headers,apisixhost,apisixpid,apisixpath
+    apisixpid = int(get_pid_byname())
+    apisixpath = psutil.Process(apisixpid).cwd()
+    os.chdir(apisixpath)
+    subprocess.call("./bin/apisix stop",shell=True, stdout=subprocess.PIPE)
+    time.sleep(1)
+    subprocess.call("./bin/apisix start",shell=True, stdout=subprocess.PIPE)
+    time.sleep(1)
+    apisixpid = int(get_pid_byname())
+    print("=============APISIX's pid:",apisixpid)
+    apisixhost = "http://127.0.0.1:9080"
+    headers = {"X-API-KEY": "edd1c9f034335f136f87ad84b625c8f1"}
+    confpath = "./t/integrationtest/cases/nginx.conf"
+    try:
+        os.makedirs("./t/integrationtest/cases/logs")
+    except Exception as e:
+        pass
+    p = subprocess.Popen(['openresty', '-p', apisixpath ,'-c',confpath], stderr = subprocess.PIPE, stdout = subprocess.PIPE, shell = False)
+    p.wait()
+
+def teardown_module():
+    pass
+
+#verify the route after added and deleted routes
+def test_basescenario01():
+    print("====APISIX's resource occupation(before test):")
+    get_workerres(apisixpid)
+    cfgdata = {
+    "uri": "/hello",
+    "upstream": {
+        "type": "roundrobin",
+        "nodes": {
+            "127.0.0.1:9666": 1
+        }
+    }
+}
+    r = requests.put("%s/apisix/admin/routes/1"%apisixhost, json=cfgdata,headers=headers)
+    r = json.loads(r.content)
+    assert r["action"] == "set"
+    r = requests.get("%s/hello"%apisixhost)
+    assert r.status_code == 200 and "Hello, World!" in r.content
+    r = requesttest("%s/hello"%apisixhost,10)
+    assert all(i == 200 for i in r)
+    print("====APISIX's resource occupation(after set route and request test):")
+    get_workerres(apisixpid)
+
+    r = requests.delete("%s/apisix/admin/routes/1"%apisixhost, headers=headers )
+    r = requests.get("%s/hello"%apisixhost)
+    assert r.status_code == 404
+    r = requesttest("%s/hello"%apisixhost,10)
+    assert all(i == 404 for i in r)
+    print("====PISIX's resource occupation(after delete route and request test):")
+    get_workerres(apisixpid)
+
+    print("====APISIX's error log:")
+    with open(apisixpath+r"/logs/error.log") as fh:
+        print(fh.read())
diff --git a/t/integrationtest/requirements.txt b/t/integrationtest/requirements.txt
new file mode 100644
index 000000000000..d2c1c5fcd3a3
--- /dev/null
+++ b/t/integrationtest/requirements.txt
@@ -0,0 +1,10 @@
+pytest==4.0.1
+pytest-metadata==1.7.0
+pytest-html==1.14.2
+futures==3.2.0
+requests==2.21.0
+flaky==3.4.0
+attrs==19.1.0
+psutil==5.7.2
+gevent==1.1b5
+grequests==0.6.0
\ No newline at end of file
diff --git a/t/integrationtest/runtest.py b/t/integrationtest/runtest.py
new file mode 100644
index 000000000000..689d72ca3c3d
--- /dev/null
+++ b/t/integrationtest/runtest.py
@@ -0,0 +1,54 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+#!/usr/bin/env python
+#-*- coding: utf-8 -*-
+
+import random,subprocess,shutil
+import time, datetime
+import sys,os
+import json
+import re
+import base64
+
+def cur_file_dir():
+    return os.path.split(os.path.realpath(__file__))[0]
+
+def runcase(casedirpath):
+    updatepip = "curl https://bootstrap.pypa.io/get-pip.py | python"
+    requirements = "pip install -r %s/requirements.txt"%cur_file_dir()
+
+    r_exc_case_cmd = subprocess.Popen(updatepip, stderr=subprocess.PIPE,shell=True)
+    r_exc_case_cmd.wait()
+    err = r_exc_case_cmd.stderr.read()
+
+    r_exc_case_cmd = subprocess.Popen(requirements, stderr=subprocess.PIPE,shell=True)
+    r_exc_case_cmd.wait()
+    err = r_exc_case_cmd.stderr.read()
+
+    #exc_case_cmd='pytest --force-flaky --max-runs=3 --no-flaky-report -q "%s" --html="%s/result.html" --self-contained-html > "%s/result.log"'%(casedirpath,casedirpath,casedirpath)
+    #exc_case_cmd2='pytest --force-flaky --max-runs=3 --no-flaky-report -v -s "%s" > "%s/result.log"'%(casedirpath,casedirpath)
+    #exc_case_cmd3='pytest --force-flaky --max-runs=3 --no-flaky-report -v -s "%s" '%(casedirpath)
+    #r_exc_case_cmd = subprocess.Popen(exc_case_cmd3, stderr=subprocess.PIPE,shell=True)
+    #r_exc_case_cmd.wait()
+    #err = r_exc_case_cmd.stderr.read()
+
+    #shutil.rmtree(cur_file_dir()+r'/.pytest_cache')
+    #shutil.rmtree(casedirpath+r'/__pycache__')
+
+casepath = cur_file_dir()+"/cases"
+runcase(casepath)