RiskScoreEndgineData client + install ds and other resources for risk scoring #158422

nkhristinin · 2023-05-24T20:54:56Z

Risc score resources bootstrap

This PR introduces RiskEngineDataClient, which purpose to install resources per namespace, including ilm policy, component template, index template and datastream for risk score.

Some view demo/overview of the steps we do to initialise RiskEngineDataClient and resources

Screen.Recording.2023-05-26.at.15.31.36.mp4

For default space, it installs indexes when the security_soluition plugin is set up.
For other spaces, it initialises the resource when you call getWriter.

This data client was passed to RequestContextFactory

So in any request, it can be called like

 const riskEngineDataClient = (await context.securitySolution).getRiskEngineDataClient();
 const spaceId = (await context.securitySolution).getSpaceId();
 const riskEngineDataClientWriter = riskEngineDataClient.getWriter({ namespace: spaceId });

What is generated

ILM policy

GET _ilm/policy/.risk-score-ilm-policy

{
  ".risk-score-ilm-policy": {
    "version": 1,
    "modified_date": "2023-05-25T10:52:36.592Z",
    "policy": {
      "phases": {
        "hot": {
          "min_age": "0ms",
          "actions": {
            "rollover": {
              "max_age": "30d",
              "max_primary_shard_size": "50gb"
            }
          }
        }
      },
      "_meta": {
        "managed": true
      }
    },
    "in_use_by": {
      "indices": [
        ".ds-risk-score.risk-score-default-2023.05.25-000001"
      ],
      "data_streams": [
        "risk-score.risk-score-default"
      ],
      "composable_templates": [
        ".risk-score.risk-score-default-index-template"
      ]
    }
  }
}

Component template for risk score mappings

GET _component_template/risk-score-mappings

{
  "component_templates": [
    {
      "name": "risk-score-mappings",
      "component_template": {
        "template": {
          "settings": {},
          "mappings": {
            "dynamic": "strict",
            "properties": {
              "identifierField": {
                "type": "keyword"
              },
              "otherScore": {
                "type": "float"
              },
              "alertsScore": {
                "type": "float"
              },
              "@timestamp": {
                "type": "date"
              },
              "level": {
                "type": "keyword"
              },
              "riskiestInputs": {
                "type": "nested",
                "properties": {
                  "index": {
                    "type": "keyword"
                  },
                  "id": {
                    "type": "keyword"
                  },
                  "riskScore": {
                    "type": "float"
                  }
                }
              },
              "identifierValue": {
                "type": "keyword"
              },
              "totalScore": {
                "type": "float"
              },
              "totalScoreNormalized": {
                "type": "float"
              }
            }
          }
        },
        "_meta": {
          "managed": true
        }
      }
    }
  ]
}

Index template

GET _index_template/.risk-score.risk-score-default-index-template

{
  "index_templates": [
    {
      "name": ".risk-score.risk-score-default-index-template",
      "index_template": {
        "index_patterns": [
          "risk-score.risk-score-default"
        ],
        "template": {
          "settings": {
            "index": {
              "lifecycle": {
                "name": ".risk-score-ilm-policy"
              },
              "mapping": {
                "total_fields": {
                  "limit": "1000"
                }
              },
              "hidden": "true",
              "auto_expand_replicas": "0-1"
            }
          },
          "mappings": {
            "_meta": {
              "managed": true,
              "namespace": "default",
              "kibana": {
                "version": "8.9.0"
              }
            },
            "dynamic": false
          }
        },
        "composed_of": [
          "risk-score-mappings"
        ],
        "_meta": {
          "managed": true,
          "namespace": "default",
          "kibana": {
            "version": "8.9.0"
          }
        },
        "data_stream": {
          "hidden": true,
          "allow_custom_routing": false
        }
      }
    }
  ]
}

Data stream

GET risk-score.risk-score-default - where is default is space name

return

{
  ".ds-risk-score.risk-score-default-2023.05.25-000001": {
    "aliases": {},
    "mappings": {
      "dynamic": "false",
      "_meta": {
        "namespace": "default",
        "kibana": {
          "version": "8.9.0"
        },
        "managed": true
      },
      "_data_stream_timestamp": {
        "enabled": true
      },
      "properties": {
        "@timestamp": {
          "type": "date"
        },
        "alertsScore": {
          "type": "float"
        },
        "identifierField": {
          "type": "keyword"
        },
        "identifierValue": {
          "type": "keyword"
        },
        "level": {
          "type": "keyword"
        },
        "otherScore": {
          "type": "float"
        },
        "riskiestInputs": {
          "type": "nested",
          "properties": {
            "id": {
              "type": "keyword"
            },
            "index": {
              "type": "keyword"
            },
            "riskScore": {
              "type": "float"
            }
          }
        },
        "totalScore": {
          "type": "float"
        },
        "totalScoreNormalized": {
          "type": "float"
        }
      }
    },
    "settings": {
      "index": {
        "lifecycle": {
          "name": ".risk-engine-ilm-policy"
        },
        "routing": {
          "allocation": {
            "include": {
              "_tier_preference": "data_hot"
            }
          }
        },
        "mapping": {
          "total_fields": {
            "limit": "1000"
          }
        },
        "hidden": "true",
        "number_of_shards": "1",
        "auto_expand_replicas": "0-1",
        "provided_name": ".ds-risk-score.risk-score-default-2023.05.25-000001",
        "creation_date": "1685009904171",
        "number_of_replicas": "0",
        "uuid": "_5yc7wG4Sxy88zIVqxC7yg",
        "version": {
          "created": "8090099"
        }
      }
    },
    "data_stream": "risk-score.risk-score-default"
  }
}

x-pack/plugins/security_solution/server/lib/risk_engine/configurations.ts

vitaliidm · 2023-05-30T09:22:45Z

x-pack/plugins/security_solution/server/lib/risk_engine/utils/retry_es.ts

+
+const delay = (ms: number) => new Promise((resolve) => setTimeout(resolve, ms));
+
+export const retryTransientEsErrors = async <T>(


have you considered using p-retry utility, already available in Kibana repo?
It has rich configuration options within it, for example: https://github.com/elastic/kibana/blob/8.8/src/plugins/content_management/server/event_stream/es/init/es_event_stream_initializer.ts#L48-L60

This retry_es.ts is copy past from alerting plugin, with the intention just use the creation of DS in the future from this plugin.

I would rename this file to be more accurate/similar to its origin: retry_transient_es_errors.ts

nkhristinin · 2023-06-01T13:05:25Z

@elasticmachine merge upstream

nkhristinin · 2023-06-06T10:52:02Z

@elasticmachine merge upstream

…-ref HEAD~1..HEAD --fix'

nkhristinin · 2023-06-09T08:27:15Z

@elasticmachine merge upstream

nkhristinin · 2023-06-13T11:24:59Z

@elasticmachine merge upstream

nkhristinin · 2023-06-15T05:14:12Z

@elasticmachine merge upstream

…-fix'

nkhristinin · 2023-06-15T11:35:49Z

@elasticmachine merge upstream

nkhristinin · 2023-06-15T13:47:27Z

@elasticmachine merge upstream

x-pack/plugins/security_solution/server/lib/risk_engine/configurations.ts

x-pack/plugins/security_solution/server/lib/risk_engine/risk_engine_data_client.ts

rylnd · 2023-06-15T19:50:48Z

x-pack/plugins/security_solution/server/lib/risk_engine/risk_engine_data_client.ts

+        namespace,
+      };
+
+      await createOrUpdateIlmPolicy({


If we can perform some of these tasks in parallel via Promise.all, we should.

rylnd · 2023-06-15T20:23:59Z

x-pack/plugins/security_solution/server/lib/risk_engine/utils/create_ds.ts

+ * 2.0.
+ */
+
+// This file is a copy of x-pack/plugins/alerting/server/alerts_service/lib/create_concrete_write_index.ts


nit: I would prefer this file be named less ambiguously: utils/create_datastream.ts

rylnd · 2023-06-15T20:24:44Z

x-pack/plugins/security_solution/server/lib/risk_engine/utils/create_ds.ts

+    await updateIndexMappings({ logger, esClient, totalFieldsLimit, concreteIndices });
+  }
+
+  // check if a concrete write ds already exists


nit:

Suggested change

// check if a concrete write ds already exists

// check if a datastream write index already exists

rylnd · 2023-06-15T20:26:17Z

x-pack/plugins/security_solution/server/lib/risk_engine/utils/retry_es.ts

+
+const delay = (ms: number) => new Promise((resolve) => setTimeout(resolve, ms));
+
+export const retryTransientEsErrors = async <T>(


I would rename this file to be more accurate/similar to its origin: retry_transient_es_errors.ts

x-pack/plugins/security_solution/server/plugin.ts

rylnd · 2023-06-15T20:34:12Z

...etection_engine_api_integration/security_and_spaces/group10/risk_engine_install_resources.ts

+  const es = getService('es');
+
+  describe('install risk engine resources', () => {
+    it('should install resources on startup', async () => {


It would be great to have a test where these resources already exist on startup!

Do you know if we already have such tests? I am not sure that we can do that right now.

Here's an example of a test that loads a legacy signals index.

We don't have the ability to load index templates or ILM via the es_archiver service, but you could certainly do that manually with the es service. There are lots of integration tests that use esClient.indices.putIndexTemplate etc.

nkhristinin · 2023-06-19T08:56:03Z

@elasticmachine merge upstream

…-fix'

…ndex_bootsrap

…-fix'

rylnd

LGTM!

I had a few nits about explicit typings and more tests, but nothing that should block this from getting merged. Nice work!

rylnd · 2023-06-20T17:04:46Z

x-pack/plugins/security_solution/server/lib/risk_engine/risk_engine_data_client.ts

+
+  private async initialiseWriter(namespace: string) {
+    const writer: Writer = {
+      bulk: async () => {},


It's not necessary, just a suggestion. Being explicit is usually the safest approach, but you're correct that this will be implemented momentarily.

rylnd · 2023-06-20T17:12:07Z

...etection_engine_api_integration/security_and_spaces/group10/risk_engine_install_resources.ts

+  const es = getService('es');
+
+  describe('install risk engine resources', () => {
+    it('should install resources on startup', async () => {


Here's an example of a test that loads a legacy signals index.

We don't have the ability to load index templates or ILM via the es_archiver service, but you could certainly do that manually with the es service. There are lots of integration tests that use esClient.indices.putIndexTemplate etc.

rylnd · 2023-06-20T17:18:50Z

x-pack/plugins/security_solution/server/lib/risk_engine/utils/create_datastream.ts

+    }
+  }
+
+  const isDataStreamsExist = dataStreams.length > 0;


super duper nit: omitting the is here makes this more legible; we already have a verb in Exist so the is is redundant.

Suggested change

const isDataStreamsExist = dataStreams.length > 0;

const dataStreamsExist = dataStreams.length > 0;

rylnd · 2023-06-20T17:22:53Z

x-pack/plugins/security_solution/server/lib/risk_engine/utils/retry_transient_es_errors.ts

+
+const delay = (ms: number) => new Promise((resolve) => setTimeout(resolve, ms));
+
+export const retryTransientEsErrors = async <T>(


If we're going to copy this code, we might as well also copy the tests.

rylnd · 2023-06-20T17:29:59Z

x-pack/plugins/security_solution/server/lib/risk_engine/risk_engine_data_client.ts

+    return writer;
+  }
+
+  public async initializeResources({


It would be good to explicitly type the return value on this public method.

nkhristinin · 2023-06-21T10:16:09Z

@elasticmachine merge upstream

kibana-ci · 2023-06-21T12:32:47Z

💛 Build succeeded, but was flaky

Buildkite Build
Commit: 49421ff

Failed CI Steps

Security Solution Tests #6

Test Failures

[job] [logs] Security Solution Tests #6 / Exceptions viewer read only "before each" hook for "Cannot take actions on exception"

Metrics [docs]

Public APIs missing comments

Total count of every public API that lacks a comment. Target amount is 0. Run node scripts/build_api_docs --plugin [yourplugin] --stats comments for more detailed information.

id	before	after	diff
`securitySolution`	113	114	+1

Public APIs missing exports

Total count of every type that is part of your API that should be exported but is not. This will cause broken links in the API documentation system. Target amount is 0. Run node scripts/build_api_docs --plugin [yourplugin] --stats exports for more detailed information.

id	before	after	diff
`securitySolution`	29	30	+1

Page load bundle

Size of the bundles that are downloaded on every page load. Target size is below 100kb

id	before	after	diff
`securitySolution`	52.0KB	52.0KB	+26.0B

Unknown metric groups

API count

id	before	after	diff
`securitySolution`	157	158	+1

ESLint disabled line counts

id	before	after	diff
`enterpriseSearch`	13	15	+2
`securitySolution`	411	420	+9
total			+11

Total ESLint disabled count

id	before	after	diff
`enterpriseSearch`	14	16	+2
`securitySolution`	492	501	+9
total			+11

History

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💔 Build #136296 failed 6eda6ed
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To update your PR or re-run it, just comment with:
@elasticmachine merge upstream

## Summary * Introduces a new API, POST `/api/risk_scores/calculate`, that triggers the code introduced here * As with the [preview route](#155966), this endpoint is behind the `riskScoringRoutesEnabled` feature flag * We intend to __REMOVE__ this endpoint before 8.10 release; it's mainly a convenience/checkpoint for testing the existing code. The next PR will introduce a scheduled Task Manager task that invokes this code periodically. * Updates to the /preview route: * `data_view_id` is now a required parameter on both endpoints. If a dataview is not found by that ID, the id is used as the general index pattern to the query. * Response has been updated to be more similar to the [ECS risk fields](elastic/ecs#2236) powering this data. * Mappings created by the [Data Client](#158422) have been updated to be aligned to the ECS risk fields (linked above) * Adds/updates the [OpenAPI spec](https://github.com/elastic/kibana/blob/main/x-pack/plugins/security_solution/server/lib/risk_engine/schema/risk_score_apis.yml) for these endpoints; useful starting point if you're trying to get oriented here. ## Things to review * [PR Demo environment](https://rylnd-pr-161503-risk-score-task-api.kbndev.co/app/home) * Preview API and related UI still works as expected * Calculation/Persistence API correctly bootstraps/persists data * correct mappings/ILM are created * things work in non-default spaces ### Checklist - [x] Any text added follows [EUI's writing guidelines](https://elastic.github.io/eui/#/guidelines/writing), uses sentence case text and includes [i18n support](https://github.com/elastic/kibana/blob/main/packages/kbn-i18n/README.md) - [ ] [Documentation](https://www.elastic.co/guide/en/kibana/master/development-documentation.html) was added for features that require explanation or tutorials - [x] [Unit or functional tests](https://www.elastic.co/guide/en/kibana/master/development-tests.html) were updated or added to match the most common scenarios ### Risk Matrix Delete this section if it is not applicable to this PR. Before closing this PR, invite QA, stakeholders, and other developers to identify risks that should be tested prior to the change/feature release. When forming the risk matrix, consider some of the following examples and how they may potentially impact the change: | Risk | Probability | Severity | Mitigation/Notes | |---------------------------|-------------|----------|-------------------------| | Multiple Spaces—unexpected behavior in non-default Kibana Space. | Low | High | Integration tests will verify that all features are still supported in non-default Kibana Space and when user switches between spaces. | | Multiple nodes—Elasticsearch polling might have race conditions when multiple Kibana nodes are polling for the same tasks. | High | Low | Tasks are idempotent, so executing them multiple times will not result in logical error, but will degrade performance. To test for this case we add plenty of unit tests around this logic and document manual testing procedure. | | Code should gracefully handle cases when feature X or plugin Y are disabled. | Medium | High | Unit tests will verify that any feature flag or plugin combination still results in our service operational. | | [See more potential risk examples](https://github.com/elastic/kibana/blob/main/RISK_MATRIX.mdx) | ### For maintainers - [ ] This was checked for breaking API changes and was [labeled appropriately](https://www.elastic.co/guide/en/kibana/master/contributing.html#kibana-release-notes-process)

## Summary * Introduces a new API, POST `/api/risk_scores/calculate`, that triggers the code introduced here * As with the [preview route](elastic#155966), this endpoint is behind the `riskScoringRoutesEnabled` feature flag * We intend to __REMOVE__ this endpoint before 8.10 release; it's mainly a convenience/checkpoint for testing the existing code. The next PR will introduce a scheduled Task Manager task that invokes this code periodically. * Updates to the /preview route: * `data_view_id` is now a required parameter on both endpoints. If a dataview is not found by that ID, the id is used as the general index pattern to the query. * Response has been updated to be more similar to the [ECS risk fields](elastic/ecs#2236) powering this data. * Mappings created by the [Data Client](elastic#158422) have been updated to be aligned to the ECS risk fields (linked above) * Adds/updates the [OpenAPI spec](https://github.com/elastic/kibana/blob/main/x-pack/plugins/security_solution/server/lib/risk_engine/schema/risk_score_apis.yml) for these endpoints; useful starting point if you're trying to get oriented here. ## Things to review * [PR Demo environment](https://rylnd-pr-161503-risk-score-task-api.kbndev.co/app/home) * Preview API and related UI still works as expected * Calculation/Persistence API correctly bootstraps/persists data * correct mappings/ILM are created * things work in non-default spaces ### Checklist - [x] Any text added follows [EUI's writing guidelines](https://elastic.github.io/eui/#/guidelines/writing), uses sentence case text and includes [i18n support](https://github.com/elastic/kibana/blob/main/packages/kbn-i18n/README.md) - [ ] [Documentation](https://www.elastic.co/guide/en/kibana/master/development-documentation.html) was added for features that require explanation or tutorials - [x] [Unit or functional tests](https://www.elastic.co/guide/en/kibana/master/development-tests.html) were updated or added to match the most common scenarios ### Risk Matrix Delete this section if it is not applicable to this PR. Before closing this PR, invite QA, stakeholders, and other developers to identify risks that should be tested prior to the change/feature release. When forming the risk matrix, consider some of the following examples and how they may potentially impact the change: | Risk | Probability | Severity | Mitigation/Notes | |---------------------------|-------------|----------|-------------------------| | Multiple Spaces—unexpected behavior in non-default Kibana Space. | Low | High | Integration tests will verify that all features are still supported in non-default Kibana Space and when user switches between spaces. | | Multiple nodes—Elasticsearch polling might have race conditions when multiple Kibana nodes are polling for the same tasks. | High | Low | Tasks are idempotent, so executing them multiple times will not result in logical error, but will degrade performance. To test for this case we add plenty of unit tests around this logic and document manual testing procedure. | | Code should gracefully handle cases when feature X or plugin Y are disabled. | Medium | High | Unit tests will verify that any feature flag or plugin combination still results in our service operational. | | [See more potential risk examples](https://github.com/elastic/kibana/blob/main/RISK_MATRIX.mdx) | ### For maintainers - [ ] This was checked for breaking API changes and was [labeled appropriately](https://www.elastic.co/guide/en/kibana/master/contributing.html#kibana-release-notes-process)

nkhristinin added 2 commits May 24, 2023 19:03

Initial index bootstraping

c5447a8

Change to DS

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rylnd reviewed May 25, 2023

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x-pack/plugins/security_solution/server/lib/risk_engine/configurations.ts Show resolved Hide resolved

Fix mocks

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nkhristinin changed the title ~~Risc score resources bootstrap~~ RiskScoreEndgineData client + install ds and other resources for risk scoring May 26, 2023

vitaliidm reviewed May 30, 2023

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kibanamachine and others added 4 commits June 1, 2023 09:05

Merge branch 'main' into risk_index_bootsrap

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nkhristinin marked this pull request as ready for review June 6, 2023 14:30

nkhristinin requested a review from a team as a code owner June 6, 2023 14:30

nkhristinin mentioned this pull request Jun 7, 2023

Add risk_score indexes for kibana_system_user elastic/elasticsearch#96348

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nkhristinin added release_note:skip Skip the PR/issue when compiling release notes v8.9.0 Team:Detection Engine Security Solution Detection Engine Area labels Jun 9, 2023

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Merge branch 'main' into risk_index_bootsrap

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rylnd approved these changes Jun 20, 2023

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nkhristinin merged commit dba2e9b into elastic:main Jun 21, 2023

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rylnd mentioned this pull request Jul 24, 2023

Risk Score Persistence API #161503

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RiskScoreEndgineData client + install ds and other resources for risk scoring #158422

RiskScoreEndgineData client + install ds and other resources for risk scoring #158422

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		const delay = (ms: number) => new Promise((resolve) => setTimeout(resolve, ms));

		export const retryTransientEsErrors = async <T>(

	// check if a concrete write ds already exists
	// check if a datastream write index already exists

	const isDataStreamsExist = dataStreams.length > 0;
	const dataStreamsExist = dataStreams.length > 0;

RiskScoreEndgineData client + install ds and other resources for risk scoring #158422

RiskScoreEndgineData client + install ds and other resources for risk scoring #158422

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nkhristinin commented May 24, 2023 • edited Loading

Risc score resources bootstrap

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nkhristinin commented Jun 19, 2023

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nkhristinin commented Jun 21, 2023

kibana-ci commented Jun 21, 2023

💛 Build succeeded, but was flaky

Failed CI Steps

Test Failures

Metrics [docs]

Public APIs missing comments

Public APIs missing exports

Page load bundle

API count

ESLint disabled line counts

Total ESLint disabled count

History

nkhristinin commented May 24, 2023 •

edited

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vitaliidm May 30, 2023 •

edited

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