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/*
* 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.
*/
package org.apache.dolphinscheduler.api.python;
import org.apache.dolphinscheduler.api.configuration.PythonGatewayConfiguration;
import org.apache.dolphinscheduler.api.dto.EnvironmentDto;
import org.apache.dolphinscheduler.api.dto.resources.ResourceComponent;
import org.apache.dolphinscheduler.api.enums.Status;
import org.apache.dolphinscheduler.api.exceptions.ServiceException;
import org.apache.dolphinscheduler.api.service.EnvironmentService;
import org.apache.dolphinscheduler.api.service.ExecutorService;
import org.apache.dolphinscheduler.api.service.ProcessDefinitionService;
import org.apache.dolphinscheduler.api.service.ProjectService;
import org.apache.dolphinscheduler.api.service.ResourcesService;
import org.apache.dolphinscheduler.api.service.SchedulerService;
import org.apache.dolphinscheduler.api.service.TaskDefinitionService;
import org.apache.dolphinscheduler.api.service.TenantService;
import org.apache.dolphinscheduler.api.service.UsersService;
import org.apache.dolphinscheduler.api.utils.Result;
import org.apache.dolphinscheduler.common.constants.Constants;
import org.apache.dolphinscheduler.common.enums.ComplementDependentMode;
import org.apache.dolphinscheduler.common.enums.FailureStrategy;
import org.apache.dolphinscheduler.common.enums.Priority;
import org.apache.dolphinscheduler.common.enums.ProcessExecutionTypeEnum;
import org.apache.dolphinscheduler.common.enums.ProgramType;
import org.apache.dolphinscheduler.common.enums.ReleaseState;
import org.apache.dolphinscheduler.common.enums.RunMode;
import org.apache.dolphinscheduler.common.enums.TaskDependType;
import org.apache.dolphinscheduler.common.enums.UserType;
import org.apache.dolphinscheduler.common.enums.WarningType;
import org.apache.dolphinscheduler.common.utils.CodeGenerateUtils;
import org.apache.dolphinscheduler.dao.entity.DataSource;
import org.apache.dolphinscheduler.dao.entity.ProcessDefinition;
import org.apache.dolphinscheduler.dao.entity.Project;
import org.apache.dolphinscheduler.dao.entity.ProjectUser;
import org.apache.dolphinscheduler.dao.entity.Queue;
import org.apache.dolphinscheduler.dao.entity.Schedule;
import org.apache.dolphinscheduler.dao.entity.TaskDefinition;
import org.apache.dolphinscheduler.dao.entity.Tenant;
import org.apache.dolphinscheduler.dao.entity.User;
import org.apache.dolphinscheduler.dao.mapper.DataSourceMapper;
import org.apache.dolphinscheduler.dao.mapper.ProcessDefinitionMapper;
import org.apache.dolphinscheduler.dao.mapper.ProjectMapper;
import org.apache.dolphinscheduler.dao.mapper.ProjectUserMapper;
import org.apache.dolphinscheduler.dao.mapper.ScheduleMapper;
import org.apache.dolphinscheduler.dao.mapper.TaskDefinitionMapper;
import org.apache.dolphinscheduler.plugin.storage.api.StorageEntity;
import org.apache.dolphinscheduler.spi.enums.ResourceType;
import py4j.GatewayServer;
import py4j.GatewayServer.GatewayServerBuilder;
import org.apache.commons.collections4.CollectionUtils;
import org.apache.commons.lang3.StringUtils;
import java.io.IOException;
import java.net.InetAddress;
import java.net.UnknownHostException;
import java.util.Date;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.stream.Collectors;
import javax.annotation.PostConstruct;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;
@Component
@Slf4j
public class PythonGateway {
private static final FailureStrategy DEFAULT_FAILURE_STRATEGY = FailureStrategy.CONTINUE;
private static final Priority DEFAULT_PRIORITY = Priority.MEDIUM;
private static final Long DEFAULT_ENVIRONMENT_CODE = -1L;
private static final TaskDependType DEFAULT_TASK_DEPEND_TYPE = TaskDependType.TASK_POST;
private static final RunMode DEFAULT_RUN_MODE = RunMode.RUN_MODE_SERIAL;
private static final int DEFAULT_DRY_RUN = 0;
private static final int DEFAULT_TEST_FLAG = 0;
private static final ComplementDependentMode COMPLEMENT_DEPENDENT_MODE = ComplementDependentMode.OFF_MODE;
// We use admin user's user_id to skip some permission issue from python gateway service
private static final int ADMIN_USER_ID = 1;
@Autowired
private ProcessDefinitionMapper processDefinitionMapper;
@Autowired
private ProjectService projectService;
@Autowired
private TenantService tenantService;
@Autowired
private EnvironmentService environmentService;
@Autowired
private ExecutorService executorService;
@Autowired
private ProcessDefinitionService processDefinitionService;
@Autowired
private TaskDefinitionService taskDefinitionService;
@Autowired
private UsersService usersService;
@Autowired
private ResourcesService resourceService;
@Autowired
private ProjectMapper projectMapper;
@Autowired
private TaskDefinitionMapper taskDefinitionMapper;
@Autowired
private SchedulerService schedulerService;
@Autowired
private ScheduleMapper scheduleMapper;
@Autowired
private DataSourceMapper dataSourceMapper;
@Autowired
private PythonGatewayConfiguration pythonGatewayConfiguration;
@Autowired
private ProjectUserMapper projectUserMapper;
// TODO replace this user to build in admin user if we make sure build in one could not be change
private final User dummyAdminUser = new User() {
{
setId(ADMIN_USER_ID);
setUserName("dummyUser");
setUserType(UserType.ADMIN_USER);
}
};
private final Queue queuePythonGateway = new Queue() {
{
setId(Integer.MAX_VALUE);
setQueueName("queuePythonGateway");
}
};
public String ping() {
return "PONG";
}
// TODO Should we import package in python client side? utils package can but service can not, why
// Core api
public Map<String, Object> genTaskCodeList(Integer genNum) {
return taskDefinitionService.genTaskCodeList(genNum);
}
public Map<String, Long> getCodeAndVersion(String projectName, String processDefinitionName,
String taskName) throws CodeGenerateUtils.CodeGenerateException {
Project project = projectMapper.queryByName(projectName);
Map<String, Long> result = new HashMap<>();
// project do not exists, mean task not exists too, so we should directly return init value
if (project == null) {
result.put("code", CodeGenerateUtils.getInstance().genCode());
result.put("version", 0L);
return result;
}
ProcessDefinition processDefinition =
processDefinitionMapper.queryByDefineName(project.getCode(), processDefinitionName);
// In the case project exists, but current workflow still not created, we should also return the init
// version of it
if (processDefinition == null) {
result.put("code", CodeGenerateUtils.getInstance().genCode());
result.put("version", 0L);
return result;
}
TaskDefinition taskDefinition =
taskDefinitionMapper.queryByName(project.getCode(), processDefinition.getCode(), taskName);
if (taskDefinition == null) {
result.put("code", CodeGenerateUtils.getInstance().genCode());
result.put("version", 0L);
} else {
result.put("code", taskDefinition.getCode());
result.put("version", (long) taskDefinition.getVersion());
}
return result;
}
/**
* create or update workflow.
* If workflow do not exists in Project=`projectCode` would create a new one
* If workflow already exists in Project=`projectCode` would update it
*
* @param userName user name who create or update workflow
* @param projectName project name which workflow belongs to
* @param name workflow name
* @param description description
* @param globalParams global params
* @param schedule schedule for workflow, will not set schedule if null,
* and if would always fresh exists schedule if not null
* @param onlineSchedule Whether set the workflow's schedule to online state
* @param warningType warning type
* @param warningGroupId warning group id
* @param timeout timeout for workflow working, if running time longer than timeout,
* task will mark as fail
* @param workerGroup run task in which worker group
* @param taskRelationJson relation json for nodes
* @param taskDefinitionJson taskDefinitionJson
* @param otherParamsJson otherParamsJson handle other params
* @return create result code
*/
public Long createOrUpdateWorkflow(String userName,
String projectName,
String name,
String description,
String globalParams,
String schedule,
boolean onlineSchedule,
String warningType,
int warningGroupId,
int timeout,
String workerGroup,
int releaseState,
String taskRelationJson,
String taskDefinitionJson,
String otherParamsJson,
String executionType) {
User user = usersService.queryUser(userName);
if (user.getTenantCode() == null) {
throw new RuntimeException("Can not create or update workflow for user who not related to any tenant.");
}
Project project = projectMapper.queryByName(projectName);
long projectCode = project.getCode();
ProcessDefinition processDefinition = getWorkflow(user, projectCode, name);
ProcessExecutionTypeEnum executionTypeEnum = ProcessExecutionTypeEnum.valueOf(executionType);
long processDefinitionCode;
// create or update workflow
if (processDefinition != null) {
processDefinitionCode = processDefinition.getCode();
// make sure workflow offline which could edit
processDefinitionService.releaseProcessDefinition(user, projectCode, processDefinitionCode,
ReleaseState.OFFLINE);
processDefinitionService.updateProcessDefinition(user, projectCode, name,
processDefinitionCode, description, globalParams,
null, timeout, taskRelationJson, taskDefinitionJson, otherParamsJson,
executionTypeEnum);
} else {
Map<String, Object> result = processDefinitionService.createProcessDefinition(user, projectCode, name,
description, globalParams,
null, timeout, taskRelationJson, taskDefinitionJson, otherParamsJson,
executionTypeEnum);
if (result.get(Constants.STATUS) != Status.SUCCESS) {
log.error(result.get(Constants.MSG).toString());
throw new ServiceException(result.get(Constants.MSG).toString());
}
processDefinition = (ProcessDefinition) result.get(Constants.DATA_LIST);
processDefinitionCode = processDefinition.getCode();
}
// Fresh workflow schedule
if (schedule != null) {
createOrUpdateSchedule(user, projectCode, processDefinitionCode, schedule, onlineSchedule, workerGroup,
warningType,
warningGroupId);
}
processDefinitionService.releaseProcessDefinition(user, projectCode, processDefinitionCode,
ReleaseState.getEnum(releaseState));
return processDefinitionCode;
}
/**
* get workflow
*
* @param user user who create or update schedule
* @param projectCode project which workflow belongs to
* @param workflowName workflow name
*/
private ProcessDefinition getWorkflow(User user, long projectCode, String workflowName) {
Map<String, Object> verifyProcessDefinitionExists =
processDefinitionService.verifyProcessDefinitionName(user, projectCode, workflowName, 0);
Status verifyStatus = (Status) verifyProcessDefinitionExists.get(Constants.STATUS);
ProcessDefinition processDefinition = null;
if (verifyStatus == Status.PROCESS_DEFINITION_NAME_EXIST) {
processDefinition = processDefinitionMapper.queryByDefineName(projectCode, workflowName);
} else if (verifyStatus != Status.SUCCESS) {
String msg =
"Verify workflow exists status is invalid, neither SUCCESS or WORKFLOW_NAME_EXIST.";
log.error(msg);
throw new RuntimeException(msg);
}
return processDefinition;
}
/**
* create or update workflow schedule.
* It would always use latest schedule define in workflow-as-code, and set schedule online when
* it's not null
*
* @param user user who create or update schedule
* @param projectCode project which workflow belongs to
* @param workflowCode workflow code
* @param schedule schedule expression
* @param onlineSchedule Whether set the workflow's schedule to online state
* @param workerGroup work group
* @param warningType warning type
* @param warningGroupId warning group id
*/
private void createOrUpdateSchedule(User user,
long projectCode,
long workflowCode,
String schedule,
boolean onlineSchedule,
String workerGroup,
String warningType,
int warningGroupId) {
Schedule scheduleObj = scheduleMapper.queryByProcessDefinitionCode(workflowCode);
// create or update schedule
int scheduleId;
if (scheduleObj == null) {
processDefinitionService.releaseProcessDefinition(user, projectCode, workflowCode,
ReleaseState.ONLINE);
Map<String, Object> result = schedulerService.insertSchedule(user, projectCode, workflowCode,
schedule, WarningType.valueOf(warningType),
warningGroupId, DEFAULT_FAILURE_STRATEGY, DEFAULT_PRIORITY, workerGroup, user.getTenantCode(),
DEFAULT_ENVIRONMENT_CODE);
scheduleId = (int) result.get("scheduleId");
} else {
scheduleId = scheduleObj.getId();
processDefinitionService.releaseProcessDefinition(user, projectCode, workflowCode,
ReleaseState.OFFLINE);
schedulerService.updateSchedule(user, projectCode, scheduleId, schedule, WarningType.valueOf(warningType),
warningGroupId, DEFAULT_FAILURE_STRATEGY, DEFAULT_PRIORITY, workerGroup, user.getTenantCode(),
DEFAULT_ENVIRONMENT_CODE);
}
if (onlineSchedule) {
// set workflow online to make sure we can set schedule online
processDefinitionService.releaseProcessDefinition(user, projectCode, workflowCode, ReleaseState.ONLINE);
schedulerService.setScheduleState(user, projectCode, scheduleId, ReleaseState.ONLINE);
}
}
public void execWorkflowInstance(String userName,
String projectName,
String workflowName,
String cronTime,
String workerGroup,
String warningType,
Integer warningGroupId,
Integer timeout) {
User user = usersService.queryUser(userName);
Project project = projectMapper.queryByName(projectName);
ProcessDefinition processDefinition =
processDefinitionMapper.queryByDefineName(project.getCode(), workflowName);
// make sure workflow online
processDefinitionService.releaseProcessDefinition(user, project.getCode(), processDefinition.getCode(),
ReleaseState.ONLINE);
executorService.execProcessInstance(user,
project.getCode(),
processDefinition.getCode(),
cronTime,
null,
DEFAULT_FAILURE_STRATEGY,
null,
DEFAULT_TASK_DEPEND_TYPE,
WarningType.valueOf(warningType),
warningGroupId,
DEFAULT_RUN_MODE,
DEFAULT_PRIORITY,
workerGroup,
user.getTenantCode(),
DEFAULT_ENVIRONMENT_CODE,
timeout,
null,
null,
DEFAULT_DRY_RUN,
DEFAULT_TEST_FLAG,
COMPLEMENT_DEPENDENT_MODE,
processDefinition.getVersion(),
false);
}
// side object
/*
* Grant project's permission to user. Use when project's created user not current but Python API use it to change
* workflow.
*/
private Integer grantProjectToUser(Project project, User user) {
Date now = new Date();
ProjectUser projectUser = new ProjectUser();
projectUser.setUserId(user.getId());
projectUser.setProjectId(project.getId());
projectUser.setPerm(Constants.AUTHORIZE_WRITABLE_PERM);
projectUser.setCreateTime(now);
projectUser.setUpdateTime(now);
return projectUserMapper.insert(projectUser);
}
/*
* Grant or create project. Create a new project if project do not exists, and grant the project permission to user
* if project exists but without permission to this user.
*/
public void createOrGrantProject(String userName, String name, String desc) {
User user = usersService.queryUser(userName);
Project project;
project = projectMapper.queryByName(name);
if (project == null) {
projectService.createProject(user, name, desc);
} else if (project.getUserId() != user.getId()) {
ProjectUser projectUser = projectUserMapper.queryProjectRelation(project.getId(), user.getId());
if (projectUser == null) {
grantProjectToUser(project, user);
}
}
}
public Project queryProjectByName(String userName, String projectName) {
User user = usersService.queryUser(userName);
return (Project) projectService.queryByName(user, projectName).get(Constants.DATA_LIST);
}
public void updateProject(String userName, Long projectCode, String projectName, String desc) {
User user = usersService.queryUser(userName);
projectService.update(user, projectCode, projectName, desc);
}
public void deleteProject(String userName, Long projectCode) {
User user = usersService.queryUser(userName);
projectService.deleteProject(user, projectCode);
}
public Tenant createTenant(String tenantCode, String desc, String queueName) {
return tenantService.createTenantIfNotExists(tenantCode, desc, queueName, queueName);
}
public Tenant queryTenantByCode(String tenantCode) {
return (Tenant) tenantService.queryByTenantCode(tenantCode).get(Constants.DATA_LIST);
}
public void updateTenant(String userName, int id, String tenantCode, int queueId, String desc) throws Exception {
User user = usersService.queryUser(userName);
tenantService.updateTenant(user, id, tenantCode, queueId, desc);
}
public void deleteTenantById(String userName, Integer tenantId) throws Exception {
User user = usersService.queryUser(userName);
tenantService.deleteTenantById(user, tenantId);
}
public User createUser(String userName,
String userPassword,
String email,
String phone,
String tenantCode,
String queue,
int state) throws IOException {
return usersService.createUserIfNotExists(userName, userPassword, email, phone, tenantCode, queue, state);
}
public User queryUser(int id) {
User user = usersService.queryUser(id);
if (user == null) {
throw new RuntimeException("User not found");
}
return user;
}
public User updateUser(String userName, String userPassword, String email, String phone, String tenantCode,
String queue, int state) throws Exception {
return usersService.createUserIfNotExists(userName, userPassword, email, phone, tenantCode, queue, state);
}
public User deleteUser(String userName, int id) throws Exception {
User user = usersService.queryUser(userName);
usersService.deleteUserById(user, id);
return usersService.queryUser(userName);
}
/**
* Get single datasource by given datasource name. if type is not null,
* it will return the datasource match the type.
*
* @param datasourceName datasource name of datasource
* @param type datasource type
*/
public DataSource getDatasource(String datasourceName, String type) {
List<DataSource> dataSourceList = dataSourceMapper.queryDataSourceByName(datasourceName);
if (dataSourceList == null || dataSourceList.isEmpty()) {
String msg = String.format("Can not find any datasource by name %s", datasourceName);
log.error(msg);
throw new IllegalArgumentException(msg);
}
List<DataSource> dataSourceListMatchType = dataSourceList.stream()
.filter(dataSource -> type == null || StringUtils.equalsIgnoreCase(dataSource.getType().name(), type))
.collect(Collectors.toList());
log.info("Get the datasource list match the type are: {}", dataSourceListMatchType);
if (dataSourceListMatchType.size() > 1) {
String msg = String.format("Get more than one datasource by name %s", datasourceName);
log.error(msg);
throw new IllegalArgumentException(msg);
}
return dataSourceListMatchType.stream().findFirst().orElseThrow(() -> {
String msg = String.format("Can not find any datasource by name %s and type %s", datasourceName, type);
log.error(msg);
return new IllegalArgumentException(msg);
});
}
/**
* Get workflow object by given workflow name. It returns map contain workflow id, name, code.
* Useful in Python API create subProcess task which need workflow information.
*
* @param userName user who create or update schedule
* @param projectName project name which workflow belongs to
* @param workflowName workflow name
*/
public Map<String, Object> getWorkflowInfo(String userName, String projectName,
String workflowName) {
Map<String, Object> result = new HashMap<>();
User user = usersService.queryUser(userName);
Project project = (Project) projectService.queryByName(user, projectName).get(Constants.DATA_LIST);
long projectCode = project.getCode();
ProcessDefinition processDefinition = getWorkflow(user, projectCode, workflowName);
// get workflow info
if (processDefinition != null) {
// make sure workflow online
processDefinitionService.releaseProcessDefinition(user, projectCode, processDefinition.getCode(),
ReleaseState.ONLINE);
result.put("id", processDefinition.getId());
result.put("name", processDefinition.getName());
result.put("code", processDefinition.getCode());
} else {
String msg = String.format("Can not find valid workflow by name %s", workflowName);
log.error(msg);
throw new IllegalArgumentException(msg);
}
return result;
}
/**
* Get project, workflow, task code.
* Useful in Python API create dependent task which need workflow information.
*
* @param projectName project name which workflow belongs to
* @param workflowName workflow name
* @param taskName task name
*/
public Map<String, Object> getDependentInfo(String projectName, String workflowName, String taskName) {
Map<String, Object> result = new HashMap<>();
Project project = projectMapper.queryByName(projectName);
if (project == null) {
String msg = String.format("Can not find valid project by name %s", projectName);
log.error(msg);
throw new IllegalArgumentException(msg);
}
long projectCode = project.getCode();
result.put("projectCode", projectCode);
ProcessDefinition processDefinition =
processDefinitionMapper.queryByDefineName(projectCode, workflowName);
if (processDefinition == null) {
String msg = String.format("Can not find valid workflow by name %s", workflowName);
log.error(msg);
throw new IllegalArgumentException(msg);
}
result.put("processDefinitionCode", processDefinition.getCode());
if (taskName != null) {
TaskDefinition taskDefinition =
taskDefinitionMapper.queryByName(projectCode, processDefinition.getCode(), taskName);
result.put("taskDefinitionCode", taskDefinition.getCode());
}
return result;
}
/**
* Get resource by given program type and full name. It returns map contain resource id, name.
* Useful in Python API create flink or spark task which need workflow information.
*
* @param programType program type one of SCALA, JAVA and PYTHON
* @param fullName full name of the resource
*/
public Map<String, Object> getResourcesFileInfo(String programType, String fullName) {
Map<String, Object> result = new HashMap<>();
Result<Object> resources = resourceService.queryResourceByProgramType(dummyAdminUser, ResourceType.FILE,
ProgramType.valueOf(programType));
List<ResourceComponent> resourcesComponent = (List<ResourceComponent>) resources.getData();
List<ResourceComponent> namedResources =
resourcesComponent.stream().filter(s -> fullName.equals(s.getFullName())).collect(Collectors.toList());
if (CollectionUtils.isEmpty(namedResources)) {
String msg =
String.format("Can not find valid resource by program type %s and name %s", programType, fullName);
log.error(msg);
throw new IllegalArgumentException(msg);
}
result.put("id", namedResources.get(0).getId());
result.put("name", namedResources.get(0).getName());
return result;
}
/**
* Get environment info by given environment name. It return environment code.
* Useful in Python API create task which need environment information.
*
* @param environmentName name of the environment
*/
public Long getEnvironmentInfo(String environmentName) {
Map<String, Object> result = environmentService.queryEnvironmentByName(environmentName);
if (result.get("data") == null) {
String msg = String.format("Can not find valid environment by name %s", environmentName);
log.error(msg);
throw new IllegalArgumentException(msg);
}
EnvironmentDto environmentDto = EnvironmentDto.class.cast(result.get("data"));
return environmentDto.getCode();
}
/**
* Get resource by given resource type and full name. It return map contain resource id, name.
* Useful in Python API create task which need workflow information.
*
* @param userName user who query resource
* @param fullName full name of the resource
* @return StorageEntity object which contains necessary information about resource
*/
public StorageEntity queryResourcesFileInfo(String userName, String fullName) throws Exception {
return resourceService.queryFileStatus(userName, fullName);
}
public String getGatewayVersion() {
return PythonGateway.class.getPackage().getImplementationVersion();
}
/**
* create or update resource.
* If the folder is not already created, it will be
*
* @param userName user who create or update resource
* @param fullName The fullname of resource.Includes path and suffix.
* @param resourceContent content of resource
* @return StorageEntity object which contains necessary information about resource
*/
public StorageEntity createOrUpdateResource(String userName, String fullName,
String resourceContent) throws Exception {
return resourceService.createOrUpdateResource(userName, fullName, resourceContent);
}
@PostConstruct
public void init() {
if (pythonGatewayConfiguration.isEnabled()) {
this.start();
}
}
private void start() {
try {
InetAddress gatewayHost = InetAddress.getByName(pythonGatewayConfiguration.getGatewayServerAddress());
GatewayServerBuilder serverBuilder = new GatewayServer.GatewayServerBuilder()
.entryPoint(this)
.javaAddress(gatewayHost)
.javaPort(pythonGatewayConfiguration.getGatewayServerPort())
.connectTimeout(pythonGatewayConfiguration.getConnectTimeout())
.readTimeout(pythonGatewayConfiguration.getReadTimeout());
if (!StringUtils.isEmpty(pythonGatewayConfiguration.getAuthToken())) {
serverBuilder.authToken(pythonGatewayConfiguration.getAuthToken());
}
GatewayServer.turnLoggingOn();
log.info("PythonGatewayService started on: " + gatewayHost.toString());
serverBuilder.build().start();
} catch (UnknownHostException e) {
log.error("exception occurred while constructing PythonGatewayService().", e);
}
}
}