kibana/x-pack/plugins/ml/server/routes/system.ts
2020-05-22 09:08:58 +02:00

259 lines
8 KiB
TypeScript

/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License;
* you may not use this file except in compliance with the Elastic License.
*/
import { schema } from '@kbn/config-schema';
import { Request } from 'hapi';
import { RequestHandlerContext } from 'kibana/server';
import { wrapError } from '../client/error_wrapper';
import { mlLog } from '../client/log';
import { capabilitiesProvider } from '../lib/capabilities';
import { spacesUtilsProvider } from '../lib/spaces_utils';
import { RouteInitialization, SystemRouteDeps } from '../types';
/**
* System routes
*/
export function systemRoutes(
{ router, mlLicense }: RouteInitialization,
{ spaces, cloud, resolveMlCapabilities }: SystemRouteDeps
) {
async function getNodeCount(context: RequestHandlerContext) {
const filterPath = 'nodes.*.attributes';
const resp = await context.ml!.mlClient.callAsInternalUser('nodes.info', {
filterPath,
});
let count = 0;
if (typeof resp.nodes === 'object') {
Object.keys(resp.nodes).forEach((k) => {
if (resp.nodes[k].attributes !== undefined) {
const maxOpenJobs = resp.nodes[k].attributes['ml.max_open_jobs'];
if (maxOpenJobs !== null && maxOpenJobs > 0) {
count++;
}
}
});
}
return { count };
}
/**
* @apiGroup SystemRoutes
*
* @api {post} /api/ml/_has_privileges Check privileges
* @apiName HasPrivileges
* @apiDescription Checks if the user has required privileges
*/
router.post(
{
path: '/api/ml/_has_privileges',
validate: {
body: schema.maybe(schema.any()),
},
options: {
tags: ['access:ml:canAccessML'],
},
},
mlLicense.basicLicenseAPIGuard(async (context, request, response) => {
try {
let upgradeInProgress = false;
try {
const info = await context.ml!.mlClient.callAsCurrentUser('ml.info');
// if ml indices are currently being migrated, upgrade_mode will be set to true
// pass this back with the privileges to allow for the disabling of UI controls.
upgradeInProgress = info.upgrade_mode === true;
} catch (error) {
// if the ml.info check fails, it could be due to the user having insufficient privileges
// most likely they do not have the ml_user role and therefore will be blocked from using
// ML at all. However, we need to catch this error so the privilege check doesn't fail.
if (error.status === 403) {
mlLog.info(
'Unable to determine whether upgrade is being performed due to insufficient user privileges'
);
} else {
mlLog.warn('Unable to determine whether upgrade is being performed');
}
}
if (mlLicense.isSecurityEnabled() === false) {
// if xpack.security.enabled has been explicitly set to false
// return that security is disabled and don't call the privilegeCheck endpoint
return response.ok({
body: {
securityDisabled: true,
upgradeInProgress,
},
});
} else {
const body = request.body;
const resp = await context.ml!.mlClient.callAsCurrentUser('ml.privilegeCheck', { body });
resp.upgradeInProgress = upgradeInProgress;
return response.ok({
body: resp,
});
}
} catch (error) {
return response.customError(wrapError(error));
}
})
);
/**
* @apiGroup SystemRoutes
*
* @api {get} /api/ml/ml_capabilities Check ML capabilities
* @apiName MlCapabilitiesResponse
* @apiDescription Checks ML capabilities
*/
router.get(
{
path: '/api/ml/ml_capabilities',
validate: false,
options: {
tags: ['access:ml:canAccessML'],
},
},
mlLicense.basicLicenseAPIGuard(async (context, request, response) => {
try {
// if spaces is disabled force isMlEnabledInSpace to be true
const { isMlEnabledInSpace } =
spaces !== undefined
? spacesUtilsProvider(spaces, (request as unknown) as Request)
: { isMlEnabledInSpace: async () => true };
const mlCapabilities = await resolveMlCapabilities(request);
if (mlCapabilities === null) {
return response.customError(wrapError(new Error('resolveMlCapabilities is not defined')));
}
const { getCapabilities } = capabilitiesProvider(
context.ml!.mlClient.callAsCurrentUser,
mlCapabilities,
mlLicense,
isMlEnabledInSpace
);
return response.ok({
body: await getCapabilities(),
});
} catch (error) {
return response.customError(wrapError(error));
}
})
);
/**
* @apiGroup SystemRoutes
*
* @api {get} /api/ml/ml_node_count Get the amount of ML nodes
* @apiName MlNodeCount
* @apiDescription Returns the amount of ML nodes.
*/
router.get(
{
path: '/api/ml/ml_node_count',
validate: false,
options: {
tags: ['access:ml:canGetJobs'],
},
},
mlLicense.basicLicenseAPIGuard(async (context, request, response) => {
try {
// check for basic license first for consistency with other
// security disabled checks
if (mlLicense.isSecurityEnabled() === false) {
return response.ok({
body: await getNodeCount(context),
});
} else {
// if security is enabled, check that the user has permission to
// view jobs before calling getNodeCount.
// getNodeCount calls the _nodes endpoint as the internal user
// and so could give the user access to more information than
// they are entitled to.
const requiredPrivileges = [
'cluster:monitor/xpack/ml/job/get',
'cluster:monitor/xpack/ml/job/stats/get',
'cluster:monitor/xpack/ml/datafeeds/get',
'cluster:monitor/xpack/ml/datafeeds/stats/get',
];
const body = { cluster: requiredPrivileges };
const resp = await context.ml!.mlClient.callAsCurrentUser('ml.privilegeCheck', { body });
if (resp.has_all_requested) {
return response.ok({
body: await getNodeCount(context),
});
} else {
// if the user doesn't have permission to create jobs
// return a 403
return response.forbidden();
}
}
} catch (e) {
return response.customError(wrapError(e));
}
})
);
/**
* @apiGroup SystemRoutes
*
* @api {get} /api/ml/info Get ML info
* @apiName MlInfo
* @apiDescription Returns defaults and limits used by machine learning.
*/
router.get(
{
path: '/api/ml/info',
validate: false,
options: {
tags: ['access:ml:canAccessML'],
},
},
mlLicense.basicLicenseAPIGuard(async (context, request, response) => {
try {
const info = await context.ml!.mlClient.callAsCurrentUser('ml.info');
const cloudId = cloud && cloud.cloudId;
return response.ok({
body: { ...info, cloudId },
});
} catch (error) {
return response.customError(wrapError(error));
}
})
);
/**
* @apiGroup SystemRoutes
*
* @apiDeprecated
*
* @api {post} /api/ml/es_search ES Search wrapper
* @apiName MlEsSearch
*/
router.post(
{
path: '/api/ml/es_search',
validate: {
body: schema.maybe(schema.any()),
},
options: {
tags: ['access:ml:canGetJobs'],
},
},
mlLicense.fullLicenseAPIGuard(async (context, request, response) => {
try {
return response.ok({
body: await context.ml!.mlClient.callAsCurrentUser('search', request.body),
});
} catch (error) {
return response.customError(wrapError(error));
}
})
);
}