harbor/tests/robot-cases/Group3-Upgrade/prepare.py

import os
import sys
import json
import time
import argparse
import requests
import urllib
from functools import wraps
from requests.packages.urllib3.exceptions import InsecureRequestWarning
requests.packages.urllib3.disable_warnings(InsecureRequestWarning)

parser = argparse.ArgumentParser(description='The script to generate data for harbor v1.4.0')
parser.add_argument('--endpoint', '-e', dest='endpoint', required=True, help='The endpoint to harbor')
parser.add_argument('--version', '-v', dest='version', required=False, help='The version to harbor')
parser.add_argument('--libpath', '-l', dest='libpath', required=False, help='e2e library')
parser.add_argument('--src-registry', '-g', dest='LOCAL_REGISTRY', required=False, help='Sample images registry')
parser.add_argument('--src-repo', '-p', dest='LOCAL_REGISTRY_NAMESPACE', required=False, help='Sample images repo')

args = parser.parse_args()

from os import path
sys.path.append(args.libpath)
sys.path.append(args.libpath + "/library")
from library.docker_api import docker_manifest_push_to_harbor
from library.repository import Repository
from library.repository import push_self_build_image_to_project

url = "https://"+args.endpoint+"/api/"
endpoint_url = "https://"+args.endpoint
print(url)

with open("feature_map.json") as f:
    feature_map = json.load(f)

def get_branch(func_name, version):
    has_feature = False
    for node in feature_map[func_name]:
        has_feature = True
        if node["version"] == version:
            return node["branch"]
    if has_feature is False:
        return "No Restriction"
    else:
        return "Not Supported"

def get_feature_branch(func):
    @wraps(func)
    def inner_func(*args,**kwargs):
        branch=get_branch(inner_func.__name__, kwargs.get("version"))
        if branch == "No Restriction":
            func(*args,**kwargs)
        elif branch == "Not Supported":
            print("Feature {} is not supported in version {}".format(inner_func.__name__, kwargs.get("version")))
        else:
            kwargs["branch"] = branch
            func(*args,**kwargs)
        return
    return inner_func

class HarborAPI:
    @get_feature_branch
    def populate_projects(self, key_name, create_project_only = False, **kwargs):
        for project in data[key_name]:
            if kwargs["branch"] in [1,2]:
                if "registry_name" in project:
                    print("Populate proxy project...")
                #    continue
            elif kwargs["branch"] == 3:
                print("Populate all projects...")
            else:
                raise Exception(r"Error: Feature {} has no branch {}.".format(sys._getframe().f_code.co_name, branch))
            self.create_project(project, version=args.version)
            if create_project_only:
                continue
            for member in project["member"]:
                self.add_member(project["name"], member["name"], member["role"], version=args.version)
            for robot_account in project["robot_account"]:
                self.add_project_robot_account(project["name"], robot_account, version=args.version)
            self.add_p2p_preheat_policy(project, version=args.version)
            self.add_webhook(project["name"], project["webhook"], version=args.version)
            if project["tag_retention_rule"] is not None:
                self.add_tag_retention_rule(project["name"], project["tag_retention_rule"], version=args.version)
            self.add_tag_immutability_rule(project["name"], project["tag_immutability_rule"], version=args.version)
            self.update_project_setting_metadata(project["name"],
                                        project["configuration"]["public"],
                                        project["configuration"]["enable_content_trust"],
                                        project["configuration"]["prevent_vul"],
                                        project["configuration"]["severity"],
                                        project["configuration"]["auto_scan"])
            self.update_project_setting_allowlist(project["name"],
                                    project["configuration"]["reuse_sys_cve_allowlist"],
                                    project["configuration"]["deployment_security"], version=args.version)
            time.sleep(30)

    @get_feature_branch
    def populate_quotas(self, **kwargs):
        for quotas in data["quotas"]:
            self.create_project(quotas, version=args.version)
            push_self_build_image_to_project(quotas["name"], args.endpoint, 'admin', 'Harbor12345', quotas["name"], "latest", size=quotas["size"])

    @get_feature_branch
    def create_project(self, project, **kwargs):
        if kwargs["branch"] == 1:
                body=dict(body={"project_name": project["name"], "metadata": {"public": "true"}})
                request(url+"projects", 'post', **body)
        elif kwargs["branch"] == 2:
                body=dict(body={"project_name": project["name"], "metadata": {"public": "true"},"count_limit":project["count_limit"],"storage_limit":project["storage_limit"]})
                request(url+"projects", 'post', **body)
        elif kwargs["branch"] == 3:
            if project.get("registry_name") is not None:
                r = request(url+"registries?name="+project["registry_name"]+"", 'get')
                registry_id = int(str(r.json()[0]['id']))
            else:
                registry_id = None
            body=dict(body={"project_name": project["name"], "registry_id":registry_id, "metadata": {"public": "true"},"storage_limit":project["storage_limit"]})
            request(url+"projects", 'post', **body)

            #Project with registry_name is a proxy project, there should be images can be pulled.
            if project.get("registry_name") is not None:
                USER_ADMIN=dict(endpoint = "https://"+args.endpoint+"/api/v2.0" , username = "admin", password = "Harbor12345")
                repo = Repository()
                for _repo in project["repo"]:
                    pull_image(args.endpoint+"/"+ project["name"]+"/"+_repo["cache_image_namespace"]+"/"+_repo["cache_image"])
                    time.sleep(180)
                    repo_name = urllib.parse.quote(_repo["cache_image_namespace"]+"/"+_repo["cache_image"],'utf-8')
                    repo_data = repo.get_repository(project["name"], repo_name, **USER_ADMIN)
            return
        else:
            raise Exception(r"Error: Feature {} has no branch {}.".format(sys._getframe().f_code.co_name, branch))

    def create_user(self, username):
        payload = {"username":username, "email":username+"@harbortest.com", "password":"Harbor12345", "realname":username, "comment":"string"}
        body=dict(body=payload)
        request(url+"users", 'post', **body)

    @get_feature_branch
    def set_user_admin(self, user, **kwargs):
        r = request(url+"users?username="+user+"", 'get')
        userid = str(r.json()[0]['user_id'])

        if kwargs["branch"] == 1:
            body=dict(body={"has_admin_role": 1})
        elif kwargs["branch"] == 2:
            body=dict(body={"has_admin_role": True})
        elif kwargs["branch"] == 3:
            body=dict(body={"sysadmin_flag": True, "user_id":int(userid)})
        else:
            raise Exception(r"Error: Feature {} has no branch {}.".format(sys._getframe().f_code.co_name, branch))
        request(url+"users/"+userid+"/sysadmin", 'put', **body)

    @get_feature_branch
    def add_member(self, project, user, role, **kwargs):
        r = request(url+"projects?name="+project+"", 'get')
        projectid = str(r.json()[0]['project_id'])

        if kwargs["branch"] == 1:
            payload = {"roles": [role], "username":""+user+""}
        elif kwargs["branch"] == 2:
            payload = {"member_user":{ "username": ""+user+""},"role_id": role}
        else:
            raise Exception(r"Error: Feature {} has no branch {}.".format(sys._getframe().f_code.co_name, branch))
        body=dict(body=payload)
        request(url+"projects/"+projectid+"/members", 'post', **body)

    @get_feature_branch
    def add_p2p_preheat_policy(self, project, **kwargs):
        r = request(url+"projects?name="+project["name"]+"", 'get')
        projectid = int(str(r.json()[0]['project_id']))
        if kwargs["branch"] == 1:
            if project["p2p_preheat_policy"] is not None:
                instances = request(url+"p2p/preheat/instances", 'get')
                if len(instances.json()) == 0:
                    raise Exception(r"Please add p2p preheat instances first.")
                for instance in instances.json():
                    print("instance:", instance)
                    for policy in project["p2p_preheat_policy"]:
                        instance_str = [str(item) for item in instances]
                        if policy["provider_name"] in ''.join(instance_str):
                            print("policy:", policy)
                            if instance['name'] == policy["provider_name"]:
                                payload = {
                                    "provider_id":int(instance['id']),
                                    "name":policy["name"],
                                    "filters":policy["filters"],
                                    "trigger":policy["trigger"],
                                    "project_id":projectid,
                                    "enabled":policy["enabled"]
                                }
                                body=dict(body=payload)
                                print(body)
                                request(url+"projects/"+project["name"]+"/preheat/policies", 'post', **body)
                        else:
                            raise Exception(r"Please verify if distribution {} has beed created.".format(policy["provider_name"]))
        else:
            raise Exception(r"Error: Feature {} has no branch {}.".format(sys._getframe().f_code.co_name, branch))

    @get_feature_branch
    def add_endpoint(self, endpointurl, endpointname, username, password, insecure, registry_type, **kwargs):
        if kwargs["branch"] == 1:
            payload = {"endpoint": ""+endpointurl+"", "name": ""+endpointname+"", "username": ""+username+"", "password": ""+password+"", "insecure": insecure}
            body=dict(body=payload)
            request(url+"targets", 'post', **body)
        elif kwargs["branch"] == 2:
            payload = {
                "credential":{
                    "access_key":""+username+"",
                    "access_secret":""+password+"",
                    "type":"basic"
                },
                "insecure":insecure,
                "name":""+endpointname+"",
                "type":""+registry_type+"",
                "url":""+endpointurl+""
            }
            body=dict(body=payload)
            print(body)
            request(url+"registries", 'post', **body)
        else:
            raise Exception(r"Error: Feature {} has no branch {}.".format(sys._getframe().f_code.co_name, branch))

    @get_feature_branch
    def add_replication_rule(self, replicationrule, **kwargs):
        if kwargs["branch"] == 1:
            r = request(url+"projects?name="+replicationrule["project"]+"", 'get')
            projectid = r.json()[0]['project_id']
            r = request(url+"targets?name="+replicationrule["endpoint"]+"", 'get')
            targetid = r.json()[0]['id']
            payload = {"name": ""+replicationrule["rulename"]+"", "description": "string", "projects": [{"project_id": projectid,}], "targets": [{"id": targetid,}], "trigger": {"kind": ""+replicationrule["trigger"]+"", "schedule_param": {"type": "weekly", "weekday": 1, "offtime": 0}}}
            body=dict(body=payload)
            request(url+"policies/replication", 'post', **body)
        elif kwargs["branch"] == 2:
            r = request(url+"registries?name="+replicationrule["endpoint"]+"", 'get')
            print("response:", r)
            targetid = r.json()[0]['id']
            if replicationrule["is_src_registry"] is True:
                registry = r'"src_registry": { "id": '+str(targetid)+r'},'
            else:
                registry = r'"dest_registry": { "id": '+str(targetid)+r'},'

            body=dict(body=json.loads(r'{"name":"'+replicationrule["rulename"]+r'","dest_namespace":"'+replicationrule["dest_namespace"]+r'","deletion": '+str(replicationrule["deletion"]).lower()+r',"enabled": '+str(replicationrule["enabled"]).lower()+r',"override": '+str(replicationrule["override"]).lower()+r',"description": "string",'+ registry + r'"trigger":{"type": "'+replicationrule["trigger_type"]+r'", "trigger_settings":{"cron":"'+replicationrule["cron"]+r'"}},"filters":[ {"type":"name","value":"'+replicationrule["name_filters"]+r'"},{"type":"tag","value":"'+replicationrule["tag_filters"]+r'"}]}'))
            print(body)
            request(url+"replication/policies", 'post', **body)
        else:
            raise Exception(r"Error: Feature {} has no branch {}.".format(sys._getframe().f_code.co_name, branch))

    #@get_feature_branch
    def update_project_setting_metadata(self, project, public, contenttrust, preventrunning, preventseverity, scanonpush):
        r = request(url+"projects?name="+project+"", 'get')
        projectid = str(r.json()[0]['project_id'])
        payload = {
            "metadata": {
                "public": public,
                "enable_content_trust": contenttrust,
                "prevent_vul": preventrunning,
                "severity": preventseverity,
                "auto_scan": scanonpush
            }
        }
        body=dict(body=payload)
        print(body)
        request(url+"projects/"+projectid+"", 'put', **body)

    @get_feature_branch
    def add_sys_allowlist(self, cve_id_list, **kwargs):
        cve_id_str = ""
        if kwargs["branch"] == 1:
            for index, cve_id in enumerate(cve_id_list["cve"]):
                cve_id_str = cve_id_str + '{"cve_id":"' +cve_id["id"] + '"}'
                if index != len(cve_id_list["cve"]) - 1:
                    cve_id_str = cve_id_str + ","
            body=dict(body=json.loads(r'{"items":['+cve_id_str+r'],"expires_at":'+cve_id_list["expires_at"]+'}'))
            request(url+"system/CVEWhitelist", 'put', **body)
        elif kwargs["branch"] == 2:
            for index, cve_id in enumerate(cve_id_list["cve"]):
                cve_id_str = cve_id_str + '{"cve_id":"' +cve_id["id"] + '"}'
                if index != len(cve_id_list["cve"]) - 1:
                    cve_id_str = cve_id_str + ","
            body=dict(body=json.loads(r'{"items":['+cve_id_str+r'],"expires_at":'+cve_id_list["expires_at"]+'}'))
            request(url+"system/CVEAllowlist", 'put', **body)
        else:
            raise Exception(r"Error: Feature {} has no branch {}.".format(sys._getframe().f_code.co_name, branch))

    @get_feature_branch
    def update_project_setting_allowlist(self, project, reuse_sys_cve_whitelist, cve_id_list, **kwargs):
        r = request(url+"projects?name="+project+"", 'get')
        projectid = str(r.json()[0]['project_id'])
        cve_id_str = ""
        if kwargs["branch"] == 1:
            for index, cve_id in enumerate(cve_id_list["cve"]):
                cve_id_str = cve_id_str + '{"cve_id":"' +cve_id["id"] + '"}'
                if index != len(cve_id_list["cve"]) - 1:
                    cve_id_str = cve_id_str + ","
            print(cve_id_str)
            if reuse_sys_cve_whitelist == "true":
                payload = r'{"metadata":{"reuse_sys_cve_whitelist":"true"}}'
            else:
                payload = r'{"metadata":{"reuse_sys_cve_whitelist":"false"},"cve_whitelist":{"project_id":'+projectid+',"items":['+cve_id_str+r'],"expires_at":'+cve_id_list["expires_at"]+'}}'
            print(payload)
            body=dict(body=json.loads(payload))
            request(url+"projects/"+projectid+"", 'put', **body)
        elif kwargs["branch"] == 2:
            for index, cve_id in enumerate(cve_id_list["cve"]):
                cve_id_str = cve_id_str + '{"cve_id":"' +cve_id["id"] + '"}'
                if index != len(cve_id_list["cve"]) - 1:
                    cve_id_str = cve_id_str + ","
            print(cve_id_str)
            if reuse_sys_cve_whitelist == "true":
                payload = r'{"metadata":{"reuse_sys_cve_allowlist":"true"}}'
            else:
                payload = r'{"metadata":{"reuse_sys_cve_allowlist":"false"},"cve_whitelist":{"project_id":'+projectid+',"items":['+cve_id_str+r'],"expires_at":'+cve_id_list["expires_at"]+'}}'
            print(payload)
            body=dict(body=json.loads(payload))
            request(url+"projects/"+projectid+"", 'put', **body)
        else:
            raise Exception(r"Error: Feature {} has no branch {}.".format(sys._getframe().f_code.co_name, branch))

    @get_feature_branch
    def update_interrogation_services(self, cron, **kwargs):
        payload = {"schedule":{"type":"Custom","cron": cron}}
        print(payload)
        body=dict(body=payload)
        request(url+"system/scanAll/schedule", 'post', **body)

    @get_feature_branch
    def update_systemsetting(self, emailfrom, emailhost, emailport, emailuser, creation, selfreg, token, robot_token, **kwargs):
        if kwargs["branch"] == 1:
            robot_token = float(robot_token)*60*24
        payload = {
            "auth_mode": "db_auth",
            "email_from": emailfrom,
            "email_host": emailhost,
            "email_port": emailport,
            "email_identity": "string",
            "email_username": emailuser,
            "email_ssl": True,
            "email_insecure": True,
            "project_creation_restriction": creation,
            "read_only": False,
            "self_registration": selfreg,
            "token_expiration": token,
            "robot_token_duration":robot_token,
            "scan_all_policy": {
                "type": "none",
                "parameter": {
                    "daily_time": 0
                }
            }
        }
        print(payload)
        body=dict(body=payload)
        request(url+"configurations", 'put', **body)

    @get_feature_branch
    def add_project_robot_account(self, project, robot_account, **kwargs):
        r = request(url+"projects?name="+project+"", 'get')
        projectid = str(r.json()[0]['project_id'])

        if kwargs["branch"] == 1:
            if len(robot_account["access"]) == 1:
                robot_account_ac = robot_account["access"][0]
                payload = {
                    "name": robot_account["name"],
                    "access": [
                        {
                            "resource": "/project/"+projectid+"/repository",
                            "action": robot_account_ac["action"]
                        }
                    ]
                }
            elif len(robot_account["access"]) == 2:
                payload = {
                    "name": robot_account["name"],
                    "access": [
                        {
                            "resource": "/project/"+projectid+"/repository",
                            "action": "pull"
                        },
                        {
                            "resource": "/project/"+projectid+"/repository",
                            "action": "push"
                        }
                    ]
                }
            else:
                raise Exception(r"Error: Robot account count {} is not legal!".format(len(robot_account["access"])))
        else:
            raise Exception(r"Error: Feature {} has no branch {}.".format(sys._getframe().f_code.co_name, branch))
        body=dict(body=payload)
        request(url+"projects/"+projectid+"/robots", 'post', **body)

    @get_feature_branch
    def add_tag_retention_rule(self, project, tag_retention_rule, **kwargs):
        if tag_retention_rule is None:
            print(r"No tag retention rule to be populated for project {}.".format(project))
        r = request(url+"projects?name="+project+"", 'get')
        projectid = str(r.json()[0]['project_id'])
        if kwargs["branch"] == 1:
            payload = {
                "algorithm":"or",
                "rules":
                [
                    {
                        "disabled":False,
                        "action":"retain",
                        "scope_selectors":
                        {
                            "repository":
                            [
                                {
                                    "kind":"doublestar",
                                    "decoration":"repoMatches",
                                    "pattern":tag_retention_rule["repository_patten"]
                                }
                            ]
                        },
                        "tag_selectors":
                        [
                            {
                                "kind":"doublestar",
                                "decoration":"matches","pattern":tag_retention_rule["tag_decoration"]
                            }
                        ],
                        "params":{"latestPushedK":tag_retention_rule["latestPushedK"]},
                        "template":"latestPushedK"
                    }
                ],
                "trigger":
                {
                    "kind":"Schedule",
                    "references":{},
                    "settings":{"cron":tag_retention_rule["cron"]}
                },
                "scope":
                {
                "level":"project",
                    "ref":int(projectid)
                }
            }
            print(payload)
            body=dict(body=payload)
            action = "post"
            request(url+"retentions", action, **body)
        else:
            raise Exception(r"Error: Feature {} has no branch {}.".format(sys._getframe().f_code.co_name, kwargs["branch"]))

    @get_feature_branch
    def add_tag_immutability_rule(self, project, tag_immutability_rule, **kwargs):
        r = request(url+"projects?name="+project+"", 'get')
        projectid = str(r.json()[0]['project_id'])
        if kwargs["branch"] == 1:
            payload = {
                "disabled":False,
                "action":"immutable",
                "scope_selectors":
                {
                    "repository":
                    [
                        {
                            "kind":"doublestar",
                            "decoration":tag_immutability_rule["repo_decoration"],
                            "pattern":tag_immutability_rule["repo_pattern"]
                        }
                    ]
                },
                "tag_selectors":
                [
                    {
                        "kind":"doublestar",
                        "decoration":tag_immutability_rule["tag_decoration"],
                        "pattern":tag_immutability_rule["tag_pattern"]
                    }
                ],
                "project_id":int(projectid),
                "priority":0,
                "template":"immutable_template"
            }
            print(payload)
            body=dict(body=payload)
            request(url+"projects/"+projectid+"/immutabletagrules", 'post', **body)
        else:
            raise Exception(r"Error: Feature {} has no branch {}.".format(sys._getframe().f_code.co_name, kwargs["branch"]))

    @get_feature_branch
    def add_webhook(self, project, webhook, **kwargs):
        r = request(url+"projects?name="+project+"", 'get')
        projectid = str(r.json()[0]['project_id'])
        if kwargs["branch"] == 1:
            payload = {
                "targets":[
                    {
                        "type":webhook["notify_type"],
                        "address":webhook["address"],
                        "skip_cert_verify":webhook["skip_cert_verify"],
                        "auth_header":webhook["auth_header"]
                    }
                ],
                "event_types":[
                    "downloadChart",
                    "deleteChart",
                    "uploadChart",
                    "deleteImage",
                    "pullImage",
                    "pushImage",
                    "scanningFailed",
                    "scanningCompleted"
                ],
                "enabled":webhook["enabled"]
            }
            body=dict(body=payload)
            request(url+"projects/"+projectid+"/webhook/policies", 'post', **body)
        elif kwargs["branch"] == 2:
            payload = {
                "targets":[
                    {
                        "type":webhook["notify_type"],
                        "address":webhook["address"],
                        "skip_cert_verify":webhook["skip_cert_verify"],
                        "auth_header":webhook["auth_header"]
                    }
                ],
                "event_types":[
                    "DELETE_ARTIFACT",
                    "PULL_ARTIFACT",
                    "PUSH_ARTIFACT",
                    "DELETE_CHART",
                    "DOWNLOAD_CHART",
                    "UPLOAD_CHART",
                    "QUOTA_EXCEED",
                    "QUOTA_WARNING",
					"REPLICATION",
					"SCANNING_FAILED",
					"SCANNING_COMPLETED"
                ],
                "enabled":webhook["enabled"],
                "name":webhook["name"]
            }
            body=dict(body=payload)
            request(url+"projects/"+projectid+"/webhook/policies", 'post', **body)
        else:
            raise Exception(r"Error: Feature {} has no branch {}.".format(sys._getframe().f_code.co_name, kwargs["branch"]))

    def update_repoinfo(self, reponame):
        payload = {"description": "testdescription"}
        print(payload)
        body=dict(body=payload)
        request(url+"repositories/"+reponame+"", 'put', **body)

    @get_feature_branch
    def add_distribution(self, distribution, **kwargs):
        if kwargs["branch"] == 1:
            payload = {
                "name":distribution["name"],
                "endpoint":distribution["endpoint"],
                "enabled":distribution["enabled"],
                "vendor":distribution["vendor"],
                "auth_mode":distribution["auth_mode"],
                "insecure":distribution["insecure"]
            }
            print(payload)
            body=dict(body=payload)
            request(url+"p2p/preheat/instances", 'post', **body)
        else:
            raise Exception(r"Error: Feature {} has no branch {}.".format(sys._getframe().f_code.co_name, kwargs["branch"]))

    @get_feature_branch
    def get_ca(self, target='/harbor/ca/ca.crt', **kwargs):
        if kwargs["branch"] == 1:
            url = "https://" + args.endpoint + "/api/systeminfo/getcert"
        elif kwargs["branch"] == 2:
            url = "https://" + args.endpoint + "/api/v2.0/systeminfo/getcert"
        resp = request(url, 'get')
        try:
            ca_content = json.loads(resp.text)
        except ValueError:
            ca_content = resp.text
        ca_path = '/harbor/ca'
        if not os.path.exists(ca_path):
            try:
                os.makedirs(ca_path)
            except Exception as e:
                print(str(e))
                pass
        open(target, 'wb').write(str(ca_content).encode('utf-8'))

    @get_feature_branch
    def push_artifact_index(self, project, name, tag, **kwargs):
        image_a = "alpine"
        image_b = "busybox"
        repo_name_a, tag_a = push_self_build_image_to_project(project, args.endpoint, 'admin', 'Harbor12345', image_a, "latest")
        repo_name_b, tag_b = push_self_build_image_to_project(project, args.endpoint, 'admin', 'Harbor12345', image_b, "latest")
        manifests = [args.endpoint+"/"+repo_name_a+":"+tag_a, args.endpoint+"/"+repo_name_b+":"+tag_b]
        index = args.endpoint+"/"+project+"/"+name+":"+tag
        docker_manifest_push_to_harbor(index, manifests, args.endpoint, 'admin', 'Harbor12345', cfg_file = args.libpath + "/update_docker_cfg.sh")

def request(url, method, user = None, userp = None, **kwargs):
    if user is None:
        user = "admin"
    if userp is None:
        userp = "Harbor12345"
    kwargs.setdefault('headers', kwargs.get('headers', {}))
    #kwargs['headers']['Accept'] = 'application/json'
    if 'body' in kwargs:
        kwargs['headers']['Content-Type'] = 'application/json'
        kwargs['data'] = json.dumps(kwargs['body'])
        del kwargs['body']
    resp = requests.request(method, url, verify=False, auth=(user, userp), **kwargs)
    if resp.status_code >= 400:
        raise Exception("[Exception Message] - {}".format(resp.text))
    return resp

with open("data.json") as f:
    data = json.load(f)

def pull_image(*image):
    for i in image:
        print("docker pulling image: ", i)
        os.system("docker pull "+i)

def push_image(image, project):
    os.system("docker tag "+image+" "+args.endpoint+"/"+project+"/"+image)
    os.system("docker login "+args.endpoint+" -u admin"+" -p Harbor12345")
    os.system("docker push "+args.endpoint+"/"+project+"/library/"+image)

def push_signed_image(image, project, tag):
    print("LOCAL_REGISTRY:{} LOCAL_REGISTRY_NAMESPACE:{}".format(args.LOCAL_REGISTRY, args.LOCAL_REGISTRY_NAMESPACE))
    os.system("./sign_image.sh" + " " + args.endpoint + " " + project + " " + image + " " + tag + " " + args.LOCAL_REGISTRY + " " + args.LOCAL_REGISTRY_NAMESPACE)

@get_feature_branch
def set_url(**kwargs):
    global url
    if kwargs["branch"] == 1:
        url = "https://"+args.endpoint+"/api/"
    elif kwargs["branch"] == 2:
        url = "https://"+args.endpoint+"/api/v2.0/"

def do_data_creation():
    harborAPI = HarborAPI()
    set_url(version=args.version)
    harborAPI.get_ca(version=args.version)

    for user in data["users"]:
        harborAPI.create_user(user["name"])

    for user in data["admin"]:
        harborAPI.set_user_admin(user["name"], version=args.version)

    # Make sure to create endpoint first, it's for proxy cache project creation.
    for endpoint in data["endpoint"]:
        print("endpoint:", endpoint)
        harborAPI.add_endpoint(endpoint["url"], endpoint["name"], endpoint["user"], endpoint["pass"], endpoint["insecure"], endpoint["type"], version=args.version)

    for distribution in data["distributions"]:
        harborAPI.add_distribution(distribution, version=args.version)

    harborAPI.populate_projects("projects", version=args.version)
    harborAPI.populate_projects("notary_projects", create_project_only=True, version=args.version)
    harborAPI.populate_quotas(version=args.version)

    harborAPI.push_artifact_index(data["projects"][0]["name"], data["projects"][0]["artifact_index"]["name"], data["projects"][0]["artifact_index"]["tag"], version=args.version)
    #pull_image("busybox", "redis", "haproxy", "alpine", "httpd:2")
    push_self_build_image_to_project(data["projects"][0]["name"], args.endpoint, 'admin', 'Harbor12345', "busybox", "latest")
    for project in data["notary_projects"]:
        push_signed_image("alpine", project["name"], "latest")

    for replicationrule in data["replicationrule"]:
        harborAPI.add_replication_rule(replicationrule, version=args.version)


    harborAPI.update_interrogation_services(data["interrogation_services"]["cron"], version=args.version)

    harborAPI.update_systemsetting(data["configuration"]["emailsetting"]["emailfrom"],
                                   data["configuration"]["emailsetting"]["emailserver"],
                                   int(data["configuration"]["emailsetting"]["emailport"]),
                                   data["configuration"]["emailsetting"]["emailuser"],
                                   data["configuration"]["projectcreation"],
                                   data["configuration"]["selfreg"],
                                   int(data["configuration"]["token"]),
                                   int(data["configuration"]["robot_token"]), version=args.version)

    harborAPI.add_sys_allowlist(data["configuration"]["deployment_security"], version=args.version)

do_data_creation()