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[ML] @kbn/ml-agg-utils, @kbn/ml-is-populated-object, @kbn/ml-string-hash packages. (#132963)

Browse source 
Moves some ML utility code to packages.

- @kbn/ml-agg-utils contains multiple utilities used in combination related to building aggregations.
- @kbn/ml-is-populated-object contains the isPopulatedObject() utility function used across several plugins.
- @kbn/ml-string-hash contains the stringHash() utility function used across several plugins.
This commit is contained in:
Walter Rafelsberger 2022-06-23 10:38:23 +02:00 • committed by GitHub
parent 0ee2ae074e
commit adbd6a5fb8
No known key found for this signature in database
GPG key ID: 4AEE18F83AFDEB23
110 changed files with 1872 additions and 398 deletions
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1
.github/CODEOWNERS vendored
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@ -202,6 +202,7 @@
/x-pack/test/functional/apps/transform/ @elastic/ml-ui
/x-pack/test/functional/services/transform/ @elastic/ml-ui
/x-pack/test/functional_basic/apps/transform/ @elastic/ml-ui
/x-pack/packages/ml/ @elastic/ml-ui
/packages/kbn-aiops-utils @elastic/ml-ui
/examples/response_stream/ @elastic/ml-ui

6
package.json
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@ -197,6 +197,9 @@
"@kbn/logging": "link:bazel-bin/packages/kbn-logging",
"@kbn/logging-mocks": "link:bazel-bin/packages/kbn-logging-mocks",
"@kbn/mapbox-gl": "link:bazel-bin/packages/kbn-mapbox-gl",
"@kbn/ml-agg-utils": "link:bazel-bin/x-pack/packages/ml/agg_utils",
"@kbn/ml-is-populated-object": "link:bazel-bin/x-pack/packages/ml/is_populated_object",
"@kbn/ml-string-hash": "link:bazel-bin/x-pack/packages/ml/string_hash",
"@kbn/monaco": "link:bazel-bin/packages/kbn-monaco",
"@kbn/plugin-discovery": "link:bazel-bin/packages/kbn-plugin-discovery",
"@kbn/react-field": "link:bazel-bin/packages/kbn-react-field",
@ -743,6 +746,9 @@
"@types/kbn__logging": "link:bazel-bin/packages/kbn-logging/npm_module_types",
"@types/kbn__logging-mocks": "link:bazel-bin/packages/kbn-logging-mocks/npm_module_types",
"@types/kbn__mapbox-gl": "link:bazel-bin/packages/kbn-mapbox-gl/npm_module_types",
"@types/kbn__ml-agg-utils": "link:bazel-bin/x-pack/packages/ml/agg_utils/npm_module_types",
"@types/kbn__ml-is-populated-object": "link:bazel-bin/x-pack/packages/ml/is_populated_object/npm_module_types",
"@types/kbn__ml-string-hash": "link:bazel-bin/x-pack/packages/ml/string_hash/npm_module_types",
"@types/kbn__monaco": "link:bazel-bin/packages/kbn-monaco/npm_module_types",
"@types/kbn__optimizer": "link:bazel-bin/packages/kbn-optimizer/npm_module_types",
"@types/kbn__optimizer-webpack-helpers": "link:bazel-bin/packages/kbn-optimizer-webpack-helpers/npm_module_types",

6
packages/BUILD.bazel
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@ -159,6 +159,9 @@ filegroup(
"//packages/shared-ux/page/analytics_no_data:build",
"//packages/shared-ux/page/kibana_no_data:build",
"//packages/shared-ux/prompt/no_data_views:build",
"//x-pack/packages/ml/agg_utils:build",
"//x-pack/packages/ml/is_populated_object:build",
"//x-pack/packages/ml/string_hash:build",
],
)
@ -301,6 +304,9 @@ filegroup(
"//packages/shared-ux/page/analytics_no_data:build_types",
"//packages/shared-ux/page/kibana_no_data:build_types",
"//packages/shared-ux/prompt/no_data_views:build_types",
"//x-pack/packages/ml/agg_utils:build_types",
"//x-pack/packages/ml/is_populated_object:build_types",
"//x-pack/packages/ml/string_hash:build_types",
],
)

1
packages/kbn-bazel-packages/src/bazel_package_dirs.ts
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@ -27,6 +27,7 @@ export const BAZEL_PACKAGE_DIRS = [
'packages/analytics/shippers',
'packages/analytics/shippers/elastic_v3',
'packages/core/*',
'x-pack/packages/ml',
];
/**

125
x-pack/packages/ml/agg_utils/BUILD.bazel Normal file
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@ -0,0 +1,125 @@
load("@npm//@bazel/typescript:index.bzl", "ts_config")
load("@build_bazel_rules_nodejs//:index.bzl", "js_library")
load("//src/dev/bazel:index.bzl", "jsts_transpiler", "pkg_npm", "pkg_npm_types", "ts_project")
PKG_DIRNAME = "agg_utils"
PKG_REQUIRE_NAME = "@kbn/ml-agg-utils"
SOURCE_FILES = glob(
[
"src/**/*.ts",
],
exclude = [
"**/*.test.*",
],
)
SRCS = SOURCE_FILES
filegroup(
name = "srcs",
srcs = SRCS,
)
NPM_MODULE_EXTRA_FILES = [
"package.json",
]
# In this array place runtime dependencies, including other packages and NPM packages
# which must be available for this code to run.
#
# To reference other packages use:
# "//repo/relative/path/to/package"
# eg. "//packages/kbn-utils"
#
# To reference a NPM package use:
# "@npm//name-of-package"
# eg. "@npm//lodash"
RUNTIME_DEPS = [
"@npm//@elastic/elasticsearch",
"@npm//lodash",
"//packages/kbn-field-types",
"//x-pack/packages/ml/is_populated_object",
"//x-pack/packages/ml/string_hash",
]
# In this array place dependencies necessary to build the types, which will include the
# :npm_module_types target of other packages and packages from NPM, including @types/*
# packages.
#
# To reference the types for another package use:
# "//repo/relative/path/to/package:npm_module_types"
# eg. "//packages/kbn-utils:npm_module_types"
#
# References to NPM packages work the same as RUNTIME_DEPS
TYPES_DEPS = [
"@npm//@types/node",
"@npm//@types/jest",
"@npm//@types/lodash",
"@npm//@elastic/elasticsearch",
"@npm//tslib",
"//packages/kbn-field-types:npm_module_types",
"//x-pack/packages/ml/is_populated_object:npm_module_types",
"//x-pack/packages/ml/string_hash:npm_module_types",
]
jsts_transpiler(
name = "target_node",
srcs = SRCS,
build_pkg_name = package_name(),
)
ts_config(
name = "tsconfig",
src = "tsconfig.json",
deps = [
"//:tsconfig.base.json",
"//:tsconfig.bazel.json",
],
)
ts_project(
name = "tsc_types",
args = ['--pretty'],
srcs = SRCS,
deps = TYPES_DEPS,
declaration = True,
emit_declaration_only = True,
out_dir = "target_types",
root_dir = "src",
tsconfig = ":tsconfig",
)
js_library(
name = PKG_DIRNAME,
srcs = NPM_MODULE_EXTRA_FILES,
deps = RUNTIME_DEPS + [":target_node"],
package_name = PKG_REQUIRE_NAME,
visibility = ["//visibility:public"],
)
pkg_npm(
name = "npm_module",
deps = [":" + PKG_DIRNAME],
)
filegroup(
name = "build",
srcs = [":npm_module"],
visibility = ["//visibility:public"],
)
pkg_npm_types(
name = "npm_module_types",
srcs = SRCS,
deps = [":tsc_types"],
package_name = PKG_REQUIRE_NAME,
tsconfig = ":tsconfig",
visibility = ["//visibility:public"],
)
filegroup(
name = "build_types",
srcs = [":npm_module_types"],
visibility = ["//visibility:public"],
)

32
x-pack/packages/ml/agg_utils/README.md Normal file
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@ -0,0 +1,32 @@
# @kbn/ml-agg-utils
This package includes utility functions provided by the ML team to be used in Kibana plugins related to data manipulation and verification.
<!-- INSERT GENERATED DOCS START -->
### `buildSamplerAggregation` (function)
Wraps the supplied aggregations in a sampler aggregation.
A supplied samplerShardSize (the shard_size parameter of the sampler aggregation)
of less than 1 indicates no sampling, and the aggs are returned as-is.
**Parameters:**
- aggs (`any`)
- samplerShardSize (`number`)
**returns:** Record<string, AggregationsAggregationContainer>
### `getSamplerAggregationsResponsePath` (function)
**Parameters:**
- samplerShardSize (`number`)
**returns:** string[]
### `getAggIntervals` (function)
Returns aggregation intervals for the supplied document fields.
<!-- INSERT GENERATED DOCS END -->

12
x-pack/packages/ml/agg_utils/jest.config.js Normal file
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@ -0,0 +1,12 @@
/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License
* 2.0; you may not use this file except in compliance with the Elastic License
* 2.0.
*/
module.exports = {
preset: '@kbn/test/jest_node',
rootDir: '../../../..',
roots: ['<rootDir>/x-pack/packages/ml/agg_utils'],
};

13
x-pack/packages/ml/agg_utils/package.json Normal file
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@ -0,0 +1,13 @@
{
"name": "@kbn/ml-agg-utils",
"private": true,
"version": "1.0.0",
"main": "./target_node/index.js",
"license": "SSPL-1.0 OR Elastic License 2.0",
"devDependencies": {
"ts-readme": "^1.1.3"
},
"scripts": {
"generate-docs": "ts-readme src/index.ts"
}
}

31
x-pack/packages/ml/agg_utils/src/build_sampler_aggregation.test.ts Normal file
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@ -0,0 +1,31 @@
/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License
* 2.0; you may not use this file except in compliance with the Elastic License
* 2.0.
*/
import { buildSamplerAggregation } from './build_sampler_aggregation';
describe('buildSamplerAggregation', () => {
const testAggs = {
bytes_stats: {
stats: { field: 'bytes' },
},
};
test('returns wrapped sampler aggregation for sampler shard size of 1000', () => {
expect(buildSamplerAggregation(testAggs, 1000)).toEqual({
sample: {
sampler: {
shard_size: 1000,
},
aggs: testAggs,
},
});
});
test('returns un-sampled aggregation as-is for sampler shard size of 0', () => {
expect(buildSamplerAggregation(testAggs, 0)).toEqual(testAggs);
});
});

31
x-pack/packages/ml/agg_utils/src/build_sampler_aggregation.ts Normal file
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@ -0,0 +1,31 @@
/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License
* 2.0; you may not use this file except in compliance with the Elastic License
* 2.0.
*/
import * as estypes from '@elastic/elasticsearch/lib/api/typesWithBodyKey';
/**
* Wraps the supplied aggregations in a sampler aggregation.
* A supplied samplerShardSize (the shard_size parameter of the sampler aggregation)
* of less than 1 indicates no sampling, and the aggs are returned as-is.
*/
export function buildSamplerAggregation(
aggs: any,
samplerShardSize: number
): Record<string, estypes.AggregationsAggregationContainer> {
if (samplerShardSize < 1) {
return aggs;
}
return {
sample: {
sampler: {
shard_size: samplerShardSize,
},
aggs,
},
};
}

107
x-pack/packages/ml/agg_utils/src/get_agg_intervals.ts Normal file
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@ -0,0 +1,107 @@
/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License
* 2.0; you may not use this file except in compliance with the Elastic License
* 2.0.
*/
import { get } from 'lodash';
import type { Client } from '@elastic/elasticsearch';
import * as estypes from '@elastic/elasticsearch/lib/api/typesWithBodyKey';
import { KBN_FIELD_TYPES } from '@kbn/field-types';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import { stringHash } from '@kbn/ml-string-hash';
import { buildSamplerAggregation } from './build_sampler_aggregation';
import { getSamplerAggregationsResponsePath } from './get_sampler_aggregations_response_path';
// TODO Temporary type definition until we can import from `@kbn/core`.
// Copied from src/core/server/elasticsearch/client/types.ts
// as these types aren't part of any package yet. Once they are, remove this completely
/**
* Client used to query the elasticsearch cluster.
* @deprecated At some point use the one from src/core/server/elasticsearch/client/types.ts when it is made into a package. If it never is, then keep using this one.
* @public
*/
type ElasticsearchClient = Omit<
Client,
'connectionPool' | 'serializer' | 'extend' | 'close' | 'diagnostic'
>;
const MAX_CHART_COLUMNS = 20;
interface HistogramField {
fieldName: string;
type: string;
}
interface NumericColumnStats {
interval: number;
min: number;
max: number;
}
type NumericColumnStatsMap = Record<string, NumericColumnStats>;
/**
* Returns aggregation intervals for the supplied document fields.
*/
export const getAggIntervals = async (
client: ElasticsearchClient,
indexPattern: string,
query: estypes.QueryDslQueryContainer,
fields: HistogramField[],
samplerShardSize: number,
runtimeMappings?: estypes.MappingRuntimeFields
): Promise<NumericColumnStatsMap> => {
const numericColumns = fields.filter((field) => {
return field.type === KBN_FIELD_TYPES.NUMBER || field.type === KBN_FIELD_TYPES.DATE;
});
if (numericColumns.length === 0) {
return {};
}
const minMaxAggs = numericColumns.reduce((aggs, c) => {
const id = stringHash(c.fieldName);
aggs[id] = {
stats: {
field: c.fieldName,
},
};
return aggs;
}, {} as Record<string, object>);
const body = await client.search({
index: indexPattern,
size: 0,
body: {
query,
aggs: buildSamplerAggregation(minMaxAggs, samplerShardSize),
size: 0,
...(isPopulatedObject(runtimeMappings) ? { runtime_mappings: runtimeMappings } : {}),
},
});
const aggsPath = getSamplerAggregationsResponsePath(samplerShardSize);
const aggregations = aggsPath.length > 0 ? get(body.aggregations, aggsPath) : body.aggregations;
return Object.keys(aggregations).reduce((p, aggName) => {
const stats = [aggregations[aggName].min, aggregations[aggName].max];
if (!stats.includes(null)) {
const delta = aggregations[aggName].max - aggregations[aggName].min;
let aggInterval = 1;
if (delta > MAX_CHART_COLUMNS || delta <= 1) {
aggInterval = delta / (MAX_CHART_COLUMNS - 1);
}
p[aggName] = { interval: aggInterval, min: stats[0], max: stats[1] };
}
return p;
}, {} as NumericColumnStatsMap);
};

18
x-pack/packages/ml/agg_utils/src/get_sampler_aggregations_response_path.test.ts Normal file
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@ -0,0 +1,18 @@
/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License
* 2.0; you may not use this file except in compliance with the Elastic License
* 2.0.
*/
import { getSamplerAggregationsResponsePath } from './get_sampler_aggregations_response_path';
describe('getSamplerAggregationsResponsePath', () => {
test('returns correct path for sampler shard size of 1000', () => {
expect(getSamplerAggregationsResponsePath(1000)).toEqual(['sample']);
});
test('returns correct path for sampler shard size of 0', () => {
expect(getSamplerAggregationsResponsePath(0)).toEqual([]);
});
});

14
x-pack/packages/ml/agg_utils/src/get_sampler_aggregations_response_path.ts Normal file
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@ -0,0 +1,14 @@
/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License
* 2.0; you may not use this file except in compliance with the Elastic License
* 2.0.
*/
// Returns the path of aggregations in the elasticsearch response, as an array,
// depending on whether sampling is being used.
// A supplied samplerShardSize (the shard_size parameter of the sampler aggregation)
// of less than 1 indicates no sampling, and an empty array is returned.
export function getSamplerAggregationsResponsePath(samplerShardSize: number): string[] {
return samplerShardSize > 0 ? ['sample'] : [];
}

10
x-pack/packages/ml/agg_utils/src/index.ts Normal file
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@ -0,0 +1,10 @@
/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License
* 2.0; you may not use this file except in compliance with the Elastic License
* 2.0.
*/
export { buildSamplerAggregation } from './build_sampler_aggregation';
export { getAggIntervals } from './get_agg_intervals';
export { getSamplerAggregationsResponsePath } from './get_sampler_aggregations_response_path';

17
x-pack/packages/ml/agg_utils/tsconfig.json Normal file
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@ -0,0 +1,17 @@
{
"extends": "../../../../tsconfig.bazel.json",
"compilerOptions": {
"declaration": true,
"emitDeclarationOnly": true,
"outDir": "target_types",
"rootDir": "src",
"stripInternal": false,
"types": [
"jest",
"node",
],
},
"include": [
"src/**/*",
]
}

300
x-pack/packages/ml/agg_utils/yarn.lock Normal file
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@ -0,0 +1,300 @@
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run-parallel "^1.1.9"
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version "2.0.5"
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dependencies:
braces "^3.0.2"
picomatch "^2.3.1"
picomatch@^2.3.1:
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prettier@1.19.1:
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queue-microtask@^1.2.2:
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reduce-flatten@^2.0.0:
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remove-markdown@^0.3.0:
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reusify@^1.0.4:
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dependencies:
queue-microtask "^1.2.2"
supports-color@^5.3.0:
version "5.5.0"
resolved "https://registry.yarnpkg.com/supports-color/-/supports-color-5.5.0.tgz#e2e69a44ac8772f78a1ec0b35b689df6530efc8f"
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dependencies:
has-flag "^3.0.0"
table-layout@^1.0.2:
version "1.0.2"
resolved "https://registry.yarnpkg.com/table-layout/-/table-layout-1.0.2.tgz#c4038a1853b0136d63365a734b6931cf4fad4a04"
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dependencies:
array-back "^4.0.1"
deep-extend "~0.6.0"
typical "^5.2.0"
wordwrapjs "^4.0.0"
to-regex-range@^5.0.1:
version "5.0.1"
resolved "https://registry.yarnpkg.com/to-regex-range/-/to-regex-range-5.0.1.tgz#1648c44aae7c8d988a326018ed72f5b4dd0392e4"
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is-number "^7.0.0"
ts-readme@^1.1.3:
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command-line-application "^0.9.6"
fast-glob "^3.1.1"
prettier "1.19.1"
tslib@1.10.0:
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dependencies:
reduce-flatten "^2.0.0"
typical "^5.2.0"

114
x-pack/packages/ml/is_populated_object/BUILD.bazel Normal file
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@ -0,0 +1,114 @@
load("@npm//@bazel/typescript:index.bzl", "ts_config")
load("@build_bazel_rules_nodejs//:index.bzl", "js_library")
load("//src/dev/bazel:index.bzl", "jsts_transpiler", "pkg_npm", "pkg_npm_types", "ts_project")
PKG_DIRNAME = "is_populated_object"
PKG_REQUIRE_NAME = "@kbn/ml-is-populated-object"
SOURCE_FILES = glob(
[
"src/**/*.ts",
],
exclude = [
"**/*.test.*",
],
)
SRCS = SOURCE_FILES
filegroup(
name = "srcs",
srcs = SRCS,
)
NPM_MODULE_EXTRA_FILES = [
"package.json",
]
# In this array place runtime dependencies, including other packages and NPM packages
# which must be available for this code to run.
#
# To reference other packages use:
# "//repo/relative/path/to/package"
# eg. "//packages/kbn-utils"
#
# To reference a NPM package use:
# "@npm//name-of-package"
# eg. "@npm//lodash"
RUNTIME_DEPS = [
]
# In this array place dependencies necessary to build the types, which will include the
# :npm_module_types target of other packages and packages from NPM, including @types/*
# packages.
#
# To reference the types for another package use:
# "//repo/relative/path/to/package:npm_module_types"
# eg. "//packages/kbn-utils:npm_module_types"
#
# References to NPM packages work the same as RUNTIME_DEPS
TYPES_DEPS = [
"@npm//@types/node",
"@npm//@types/jest",
]
jsts_transpiler(
name = "target_node",
srcs = SRCS,
build_pkg_name = package_name(),
)
ts_config(
name = "tsconfig",
src = "tsconfig.json",
deps = [
"//:tsconfig.base.json",
"//:tsconfig.bazel.json",
],
)
ts_project(
name = "tsc_types",
args = ['--pretty'],
srcs = SRCS,
deps = TYPES_DEPS,
declaration = True,
emit_declaration_only = True,
out_dir = "target_types",
root_dir = "src",
tsconfig = ":tsconfig",
)
js_library(
name = PKG_DIRNAME,
srcs = NPM_MODULE_EXTRA_FILES,
deps = RUNTIME_DEPS + [":target_node"],
package_name = PKG_REQUIRE_NAME,
visibility = ["//visibility:public"],
)
pkg_npm(
name = "npm_module",
deps = [":" + PKG_DIRNAME],
)
filegroup(
name = "build",
srcs = [":npm_module"],
visibility = ["//visibility:public"],
)
pkg_npm_types(
name = "npm_module_types",
srcs = SRCS,
deps = [":tsc_types"],
package_name = PKG_REQUIRE_NAME,
tsconfig = ":tsconfig",
visibility = ["//visibility:public"],
)
filegroup(
name = "build_types",
srcs = [":npm_module_types"],
visibility = ["//visibility:public"],
)

24
x-pack/packages/ml/is_populated_object/README.md Normal file
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@ -0,0 +1,24 @@
# @kbn/ml-is-populated-object
<!-- INSERT GENERATED DOCS START -->
### `isPopulatedObject` (function)
A type guard to check record like object structures.
Examples:
- `isPopulatedObject({...})`
Limits type to Record<string, unknown>
- `isPopulatedObject({...}, ['attribute'])`
Limits type to Record<'attribute', unknown>
- `isPopulatedObject<keyof MyInterface>({...})`
Limits type to a record with keys of the given interface.
Note that you might want to add keys from the interface to the
array of requiredAttributes to satisfy runtime requirements.
Otherwise you'd just satisfy TS requirements but might still
run into runtime issues.
<!-- INSERT GENERATED DOCS END -->

12
x-pack/packages/ml/is_populated_object/jest.config.js Normal file
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@ -0,0 +1,12 @@
/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License
* 2.0; you may not use this file except in compliance with the Elastic License
* 2.0.
*/
module.exports = {
preset: '@kbn/test/jest_node',
rootDir: '../../../..',
roots: ['<rootDir>/x-pack/packages/ml/is_populated_object'],
};

13
x-pack/packages/ml/is_populated_object/package.json Normal file
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@ -0,0 +1,13 @@
{
"name": "@kbn/ml-is-populated-object",
"private": true,
"version": "1.0.0",
"main": "./target_node/index.js",
"license": "SSPL-1.0 OR Elastic License 2.0",
"devDependencies": {
"ts-readme": "^1.1.3"
},
"scripts": {
"generate-docs": "ts-readme src/index.ts"
}
}

8
x-pack/packages/ml/is_populated_object/src/index.ts Normal file
View file

@ -0,0 +1,8 @@
/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License
* 2.0; you may not use this file except in compliance with the Elastic License
* 2.0.
*/
export { isPopulatedObject } from './is_populated_object';

48
x-pack/packages/ml/is_populated_object/src/is_populated_object.test.ts Normal file
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@ -0,0 +1,48 @@
/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License
* 2.0; you may not use this file except in compliance with the Elastic License
* 2.0.
*/
import { isPopulatedObject } from './is_populated_object';
describe('isPopulatedObject', () => {
it('does not allow numbers', () => {
expect(isPopulatedObject(0)).toBe(false);
});
it('does not allow strings', () => {
expect(isPopulatedObject('')).toBe(false);
});
it('does not allow null', () => {
expect(isPopulatedObject(null)).toBe(false);
});
it('does not allow an empty object', () => {
expect(isPopulatedObject({})).toBe(false);
});
it('allows an object with an attribute', () => {
expect(isPopulatedObject({ attribute: 'value' })).toBe(true);
});
it('does not allow an object with a non-existing required attribute', () => {
expect(isPopulatedObject({ attribute: 'value' }, ['otherAttribute'])).toBe(false);
});
it('allows an object with an existing required attribute', () => {
expect(isPopulatedObject({ attribute: 'value' }, ['attribute'])).toBe(true);
});
it('allows an object with two existing required attributes', () => {
expect(
isPopulatedObject({ attribute1: 'value1', attribute2: 'value2' }, [
'attribute1',
'attribute2',
])
).toBe(true);
});
it('does not allow an object with two required attributes where one does not exist', () => {
expect(
isPopulatedObject({ attribute1: 'value1', attribute2: 'value2' }, [
'attribute1',
'otherAttribute',
])
).toBe(false);
});
});

2
x-pack/plugins/data_visualizer/common/utils/object_utils.ts → x-pack/packages/ml/is_populated_object/src/is_populated_object.ts
View file

@ -5,7 +5,7 @@
* 2.0.
*/
/*
/**
* A type guard to check record like object structures.
*
* Examples:

17
x-pack/packages/ml/is_populated_object/tsconfig.json Normal file
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@ -0,0 +1,17 @@
{
"extends": "../../../../tsconfig.bazel.json",
"compilerOptions": {
"declaration": true,
"emitDeclarationOnly": true,
"outDir": "target_types",
"rootDir": "src",
"stripInternal": false,
"types": [
"jest",
"node"
]
},
"include": [
"src/**/*"
]
}

300
x-pack/packages/ml/is_populated_object/yarn.lock Normal file
View file

@ -0,0 +1,300 @@
# THIS IS AN AUTOGENERATED FILE. DO NOT EDIT THIS FILE DIRECTLY.
# yarn lockfile v1
"@nodelib/fs.scandir@2.1.5":
version "2.1.5"
resolved "https://registry.yarnpkg.com/@nodelib/fs.scandir/-/fs.scandir-2.1.5.tgz#7619c2eb21b25483f6d167548b4cfd5a7488c3d5"
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dependencies:
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fill-range "^7.0.1"
chalk@^2.4.1, chalk@^2.4.2:
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escape-string-regexp "^1.0.5"
supports-color "^5.3.0"
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color-name "1.1.3"
color-name@1.1.3:
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command-line-args "^5.1.1"
command-line-usage "^6.0.0"
meant "^1.0.1"
remove-markdown "^0.3.0"
tslib "1.10.0"
command-line-args@^5.1.1:
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find-replace "^3.0.0"
lodash.camelcase "^4.3.0"
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array-back "^4.0.2"
chalk "^2.4.2"
table-layout "^1.0.2"
typical "^5.2.0"
deep-extend@~0.6.0:
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"@nodelib/fs.walk" "^1.2.3"
glob-parent "^5.1.2"
merge2 "^1.3.0"
micromatch "^4.0.4"
fastq@^1.6.0:
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dependencies:
reusify "^1.0.4"
fill-range@^7.0.1:
version "7.0.1"
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to-regex-range "^5.0.1"
find-replace@^3.0.0:
version "3.0.0"
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array-back "^3.0.1"
glob-parent@^5.1.2:
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is-glob "^4.0.1"
has-flag@^3.0.0:
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is-extglob@^2.1.1:
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is-extglob "^2.1.1"
is-number@^7.0.0:
version "7.0.0"
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lodash.camelcase@^4.3.0:
version "4.3.0"
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meant@^1.0.1:
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merge2@^1.3.0:
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micromatch@^4.0.4:
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braces "^3.0.2"
picomatch "^2.3.1"
picomatch@^2.3.1:
version "2.3.1"
resolved "https://registry.yarnpkg.com/picomatch/-/picomatch-2.3.1.tgz#3ba3833733646d9d3e4995946c1365a67fb07a42"
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prettier@1.19.1:
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queue-microtask@^1.2.2:
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reduce-flatten@^2.0.0:
version "2.0.0"
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remove-markdown@^0.3.0:
version "0.3.0"
resolved "https://registry.yarnpkg.com/remove-markdown/-/remove-markdown-0.3.0.tgz#5e4b667493a93579728f3d52ecc1db9ca505dc98"
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reusify@^1.0.4:
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queue-microtask "^1.2.2"
supports-color@^5.3.0:
version "5.5.0"
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has-flag "^3.0.0"
table-layout@^1.0.2:
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array-back "^4.0.1"
deep-extend "~0.6.0"
typical "^5.2.0"
wordwrapjs "^4.0.0"
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is-number "^7.0.0"
ts-readme@^1.1.3:
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command-line-application "^0.9.6"
fast-glob "^3.1.1"
prettier "1.19.1"
tslib@1.10.0:
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typical "^5.2.0"

114
x-pack/packages/ml/string_hash/BUILD.bazel Normal file
View file

@ -0,0 +1,114 @@
load("@npm//@bazel/typescript:index.bzl", "ts_config")
load("@build_bazel_rules_nodejs//:index.bzl", "js_library")
load("//src/dev/bazel:index.bzl", "jsts_transpiler", "pkg_npm", "pkg_npm_types", "ts_project")
PKG_DIRNAME = "string_hash"
PKG_REQUIRE_NAME = "@kbn/ml-string-hash"
SOURCE_FILES = glob(
[
"src/**/*.ts",
],
exclude = [
"**/*.test.*",
],
)
SRCS = SOURCE_FILES
filegroup(
name = "srcs",
srcs = SRCS,
)
NPM_MODULE_EXTRA_FILES = [
"package.json",
]
# In this array place runtime dependencies, including other packages and NPM packages
# which must be available for this code to run.
#
# To reference other packages use:
# "//repo/relative/path/to/package"
# eg. "//packages/kbn-utils"
#
# To reference a NPM package use:
# "@npm//name-of-package"
# eg. "@npm//lodash"
RUNTIME_DEPS = [
]
# In this array place dependencies necessary to build the types, which will include the
# :npm_module_types target of other packages and packages from NPM, including @types/*
# packages.
#
# To reference the types for another package use:
# "//repo/relative/path/to/package:npm_module_types"
# eg. "//packages/kbn-utils:npm_module_types"
#
# References to NPM packages work the same as RUNTIME_DEPS
TYPES_DEPS = [
"@npm//@types/node",
"@npm//@types/jest",
]
jsts_transpiler(
name = "target_node",
srcs = SRCS,
build_pkg_name = package_name(),
)
ts_config(
name = "tsconfig",
src = "tsconfig.json",
deps = [
"//:tsconfig.base.json",
"//:tsconfig.bazel.json",
],
)
ts_project(
name = "tsc_types",
args = ['--pretty'],
srcs = SRCS,
deps = TYPES_DEPS,
declaration = True,
emit_declaration_only = True,
out_dir = "target_types",
root_dir = "src",
tsconfig = ":tsconfig",
)
js_library(
name = PKG_DIRNAME,
srcs = NPM_MODULE_EXTRA_FILES,
deps = RUNTIME_DEPS + [":target_node"],
package_name = PKG_REQUIRE_NAME,
visibility = ["//visibility:public"],
)
pkg_npm(
name = "npm_module",
deps = [":" + PKG_DIRNAME],
)
filegroup(
name = "build",
srcs = [":npm_module"],
visibility = ["//visibility:public"],
)
pkg_npm_types(
name = "npm_module_types",
srcs = SRCS,
deps = [":tsc_types"],
package_name = PKG_REQUIRE_NAME,
tsconfig = ":tsconfig",
visibility = ["//visibility:public"],
)
filegroup(
name = "build_types",
srcs = [":npm_module_types"],
visibility = ["//visibility:public"],
)

15
x-pack/packages/ml/string_hash/README.md Normal file
View file

@ -0,0 +1,15 @@
# @kbn/ml-string-hash
<!-- INSERT GENERATED DOCS START -->
### `stringHash` (function)
Creates a deterministic number based hash out of a string.
**Parameters:**
- str (`string`)
**returns:** number
<!-- INSERT GENERATED DOCS END -->

12
x-pack/packages/ml/string_hash/jest.config.js Normal file
View file

@ -0,0 +1,12 @@
/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License
* 2.0; you may not use this file except in compliance with the Elastic License
* 2.0.
*/
module.exports = {
preset: '@kbn/test/jest_node',
rootDir: '../../../..',
roots: ['<rootDir>/x-pack/packages/ml/string_hash'],
};

13
x-pack/packages/ml/string_hash/package.json Normal file
View file

@ -0,0 +1,13 @@
{
"name": "@kbn/ml-string-hash",
"private": true,
"version": "1.0.0",
"main": "./target_node/index.js",
"license": "SSPL-1.0 OR Elastic License 2.0",
"devDependencies": {
"ts-readme": "^1.1.3"
},
"scripts": {
"generate-docs": "ts-readme src/index.ts"
}
}

8
x-pack/packages/ml/string_hash/src/index.ts Normal file
View file

@ -0,0 +1,8 @@
/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License
* 2.0; you may not use this file except in compliance with the Elastic License
* 2.0.
*/
export { stringHash } from './string_hash';

16
x-pack/packages/ml/string_hash/src/string_hash.test.ts Normal file
View file

@ -0,0 +1,16 @@
/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License
* 2.0; you may not use this file except in compliance with the Elastic License
* 2.0.
*/
import { stringHash } from './string_hash';
describe('stringHash', () => {
test('should return a unique number based off a string', () => {
const hash1 = stringHash('the-string-1');
const hash2 = stringHash('the-string-2');
expect(hash1).not.toBe(hash2);
});
});

0
x-pack/plugins/data_visualizer/common/utils/string_utils.ts → x-pack/packages/ml/string_hash/src/string_hash.ts
View file

17
x-pack/packages/ml/string_hash/tsconfig.json Normal file
View file

@ -0,0 +1,17 @@
{
"extends": "../../../../tsconfig.bazel.json",
"compilerOptions": {
"declaration": true,
"emitDeclarationOnly": true,
"outDir": "target_types",
"rootDir": "src",
"stripInternal": false,
"types": [
"jest",
"node"
]
},
"include": [
"src/**/*"
]
}

300
x-pack/packages/ml/string_hash/yarn.lock Normal file
View file

@ -0,0 +1,300 @@
# THIS IS AN AUTOGENERATED FILE. DO NOT EDIT THIS FILE DIRECTLY.
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version "5.0.1"
resolved "https://registry.yarnpkg.com/to-regex-range/-/to-regex-range-5.0.1.tgz#1648c44aae7c8d988a326018ed72f5b4dd0392e4"
integrity sha512-65P7iz6X5yEr1cwcgvQxbbIw7Uk3gOy5dIdtZ4rDveLqhrdJP+Li/Hx6tyK0NEb+2GCyneCMJiGqrADCSNk8sQ==
dependencies:
is-number "^7.0.0"
ts-readme@^1.1.3:
version "1.1.3"
resolved "https://registry.yarnpkg.com/ts-readme/-/ts-readme-1.1.3.tgz#18a73d21f3bb50ee8e2df819bcbbe3a76385b15a"
integrity sha512-GvI+Vu3m/LGBlgrWwzSmvslnz8msJLNrZ7hQ3Ko2B6PMxeXidqsn6fi20IWgepFjOzhKGw/WlG8NmM7jl3DWeg==
dependencies:
command-line-application "^0.9.6"
fast-glob "^3.1.1"
prettier "1.19.1"
tslib@1.10.0:
version "1.10.0"
resolved "https://registry.yarnpkg.com/tslib/-/tslib-1.10.0.tgz#c3c19f95973fb0a62973fb09d90d961ee43e5c8a"
integrity sha512-qOebF53frne81cf0S9B41ByenJ3/IuH8yJKngAX35CmiZySA0khhkovshKK+jGCaMnVomla7gVlIcc3EvKPbTQ==
typical@^4.0.0:
version "4.0.0"
resolved "https://registry.yarnpkg.com/typical/-/typical-4.0.0.tgz#cbeaff3b9d7ae1e2bbfaf5a4e6f11eccfde94fc4"
integrity sha512-VAH4IvQ7BDFYglMd7BPRDfLgxZZX4O4TFcRDA6EN5X7erNJJq+McIEp8np9aVtxrCJ6qx4GTYVfOWNjcqwZgRw==
typical@^5.2.0:
version "5.2.0"
resolved "https://registry.yarnpkg.com/typical/-/typical-5.2.0.tgz#4daaac4f2b5315460804f0acf6cb69c52bb93066"
integrity sha512-dvdQgNDNJo+8B2uBQoqdb11eUCE1JQXhvjC/CZtgvZseVd5TYMXnq0+vuUemXbd/Se29cTaUuPX3YIc2xgbvIg==
wordwrapjs@^4.0.0:
version "4.0.1"
resolved "https://registry.yarnpkg.com/wordwrapjs/-/wordwrapjs-4.0.1.tgz#d9790bccfb110a0fc7836b5ebce0937b37a8b98f"
integrity sha512-kKlNACbvHrkpIw6oPeYDSmdCTu2hdMHoyXLTcUKala++lx5Y+wjJ/e474Jqv5abnVmwxw08DiTuHmw69lJGksA==
dependencies:
reduce-flatten "^2.0.0"
typical "^5.2.0"

2
x-pack/plugins/data_visualizer/common/types/field_stats.ts
View file

@ -8,7 +8,7 @@
import type * as estypes from '@elastic/elasticsearch/lib/api/typesWithBodyKey';
import { Query } from '@kbn/es-query';
import { IKibanaSearchResponse } from '@kbn/data-plugin/common';
import { isPopulatedObject } from '../utils/object_utils';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import { TimeBucketsInterval } from '../services/time_buckets';
export interface FieldData {

2
x-pack/plugins/data_visualizer/common/types/index.ts
View file

@ -6,7 +6,7 @@
*/
import type { SimpleSavedObject } from '@kbn/core/public';
import { isPopulatedObject } from '../utils/object_utils';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
export type { JobFieldType } from './job_field_type';
export type {
FieldRequestConfig,

29
x-pack/plugins/data_visualizer/common/utils/query_utils.ts
View file

@ -40,35 +40,6 @@ export function buildBaseFilterCriteria(
return filterCriteria;
}
// Wraps the supplied aggregations in a sampler aggregation.
// A supplied samplerShardSize (the shard_size parameter of the sampler aggregation)
// of less than 1 indicates no sampling, and the aggs are returned as-is.
export function buildSamplerAggregation(
aggs: any,
samplerShardSize: number
): Record<string, estypes.AggregationsAggregationContainer> {
if (samplerShardSize < 1) {
return aggs;
}
return {
sample: {
sampler: {
shard_size: samplerShardSize,
},
aggs,
},
};
}
// Returns the path of aggregations in the elasticsearch response, as an array,
// depending on whether sampling is being used.
// A supplied samplerShardSize (the shard_size parameter of the sampler aggregation)
// of less than 1 indicates no sampling, and an empty array is returned.
export function getSamplerAggregationsResponsePath(samplerShardSize: number): string[] {
return samplerShardSize > 0 ? ['sample'] : [];
}
// Returns a name which is safe to use in elasticsearch aggregations for the supplied
// field name. Aggregation names must be alpha-numeric and can only contain '_' and '-' characters,
// so if the supplied field names contains disallowed characters, the provided index

2
x-pack/plugins/data_visualizer/common/utils/runtime_field_utils.ts
View file

@ -6,7 +6,7 @@
*/
import type * as estypes from '@elastic/elasticsearch/lib/api/typesWithBodyKey';
import { RUNTIME_FIELD_TYPES } from '@kbn/data-plugin/common';
import { isPopulatedObject } from './object_utils';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
type RuntimeType = typeof RUNTIME_FIELD_TYPES[number];

2
x-pack/plugins/data_visualizer/public/application/index_data_visualizer/components/full_time_range_selector/full_time_range_selector_service.ts
View file

@ -12,7 +12,7 @@ import { QueryDslQueryContainer } from '@elastic/elasticsearch/lib/api/types';
import { i18n } from '@kbn/i18n';
import type { ToastsStart } from '@kbn/core/public';
import { DataView } from '@kbn/data-views-plugin/public';
import { isPopulatedObject } from '../../../../../common/utils/object_utils';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import { getTimeFieldRange } from '../../services/time_field_range';
import type { GetTimeFieldRangeResponse } from '../../../../../common/types/time_field_request';
import { addExcludeFrozenToQuery } from '../../utils/query_utils';

8
x-pack/plugins/data_visualizer/public/application/index_data_visualizer/search_strategy/requests/get_boolean_field_stats.ts
View file

@ -14,11 +14,9 @@ import type {
ISearchOptions,
ISearchStart,
} from '@kbn/data-plugin/public';
import {
buildSamplerAggregation,
getSamplerAggregationsResponsePath,
} from '../../../../../common/utils/query_utils';
import { isPopulatedObject } from '../../../../../common/utils/object_utils';
import { buildSamplerAggregation, getSamplerAggregationsResponsePath } from '@kbn/ml-agg-utils';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import type {
Field,
BooleanFieldStats,

7
x-pack/plugins/data_visualizer/public/application/index_data_visualizer/search_strategy/requests/get_date_field_stats.ts
View file

@ -15,11 +15,8 @@ import type {
ISearchOptions,
ISearchStart,
} from '@kbn/data-plugin/public';
import {
buildSamplerAggregation,
getSamplerAggregationsResponsePath,
} from '../../../../../common/utils/query_utils';
import { isPopulatedObject } from '../../../../../common/utils/object_utils';
import { buildSamplerAggregation, getSamplerAggregationsResponsePath } from '@kbn/ml-agg-utils';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import type { FieldStatsCommonRequestParams } from '../../../../../common/types/field_stats';
import type { Field, DateFieldStats, Aggs } from '../../../../../common/types/field_stats';
import { FieldStatsError, isIKibanaSearchResponse } from '../../../../../common/types/field_stats';

2
x-pack/plugins/data_visualizer/public/application/index_data_visualizer/search_strategy/requests/get_document_stats.ts
View file

@ -7,8 +7,8 @@
import { each, get } from 'lodash';
import type * as estypes from '@elastic/elasticsearch/lib/api/typesWithBodyKey';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import { buildBaseFilterCriteria } from '../../../../../common/utils/query_utils';
import { isPopulatedObject } from '../../../../../common/utils/object_utils';
import type {
DocumentCountStats,
OverallStatsSearchStrategyParams,

2
x-pack/plugins/data_visualizer/public/application/index_data_visualizer/search_strategy/requests/get_field_examples.ts
View file

@ -14,8 +14,8 @@ import type {
ISearchOptions,
ISearchStart,
} from '@kbn/data-plugin/public';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import { buildBaseFilterCriteria } from '../../../../../common/utils/query_utils';
import { isPopulatedObject } from '../../../../../common/utils/object_utils';
import type {
Field,
FieldExamples,

7
x-pack/plugins/data_visualizer/public/application/index_data_visualizer/search_strategy/requests/get_numeric_field_stats.ts
View file

@ -16,17 +16,14 @@ import {
ISearchOptions,
} from '@kbn/data-plugin/common';
import type { ISearchStart } from '@kbn/data-plugin/public';
import { buildSamplerAggregation, getSamplerAggregationsResponsePath } from '@kbn/ml-agg-utils';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import {
MAX_PERCENT,
PERCENTILE_SPACING,
SAMPLER_TOP_TERMS_SHARD_SIZE,
SAMPLER_TOP_TERMS_THRESHOLD,
} from './constants';
import {
buildSamplerAggregation,
getSamplerAggregationsResponsePath,
} from '../../../../../common/utils/query_utils';
import { isPopulatedObject } from '../../../../../common/utils/object_utils';
import type { Aggs, FieldStatsCommonRequestParams } from '../../../../../common/types/field_stats';
import type {
Field,

7
x-pack/plugins/data_visualizer/public/application/index_data_visualizer/search_strategy/requests/get_string_field_stats.ts
View file

@ -15,12 +15,9 @@ import type {
ISearchOptions,
ISearchStart,
} from '@kbn/data-plugin/public';
import { buildSamplerAggregation, getSamplerAggregationsResponsePath } from '@kbn/ml-agg-utils';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import { SAMPLER_TOP_TERMS_SHARD_SIZE, SAMPLER_TOP_TERMS_THRESHOLD } from './constants';
import {
buildSamplerAggregation,
getSamplerAggregationsResponsePath,
} from '../../../../../common/utils/query_utils';
import { isPopulatedObject } from '../../../../../common/utils/object_utils';
import type {
Aggs,
Bucket,

5
x-pack/plugins/data_visualizer/public/application/index_data_visualizer/search_strategy/requests/overall_stats.ts
View file

@ -9,14 +9,13 @@ import type * as estypes from '@elastic/elasticsearch/lib/api/typesWithBodyKey';
import { get } from 'lodash';
import { Query } from '@kbn/es-query';
import { IKibanaSearchResponse } from '@kbn/data-plugin/common';
import { buildSamplerAggregation, getSamplerAggregationsResponsePath } from '@kbn/ml-agg-utils';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import {
buildBaseFilterCriteria,
buildSamplerAggregation,
getSafeAggregationName,
getSamplerAggregationsResponsePath,
} from '../../../../../common/utils/query_utils';
import { getDatafeedAggregations } from '../../../../../common/utils/datafeed_utils';
import { isPopulatedObject } from '../../../../../common/utils/object_utils';
import { AggregatableField, NonAggregatableField } from '../../types/overall_stats';
import { AggCardinality, Aggs } from '../../../../../common/types/field_stats';

2
x-pack/plugins/data_visualizer/public/application/index_data_visualizer/utils/error_utils.ts
View file

@ -7,7 +7,7 @@
import { HttpFetchError } from '@kbn/core/public';
import Boom from '@hapi/boom';
import { isPopulatedObject } from '../../../../common/utils/object_utils';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
export interface WrappedError {
body: {

2
x-pack/plugins/data_visualizer/public/application/index_data_visualizer/utils/query_utils.ts
View file

@ -7,7 +7,7 @@
import { QueryDslQueryContainer } from '@elastic/elasticsearch/lib/api/types';
import { cloneDeep } from 'lodash';
import { isPopulatedObject } from '../../../../common/utils/object_utils';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
export const addExcludeFrozenToQuery = (originalQuery: QueryDslQueryContainer | undefined) => {
const FROZEN_TIER_TERM = {

19
x-pack/plugins/file_upload/common/utils.ts
View file

@ -1,19 +0,0 @@
/*
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
* or more contributor license agreements. Licensed under the Elastic License
* 2.0; you may not use this file except in compliance with the Elastic License
* 2.0.
*/
export const isPopulatedObject = <U extends string = string>(
arg: unknown,
requiredAttributes: U[] = []
): arg is Record<U, unknown> => {
return (
typeof arg === 'object' &&
arg !== null &&
Object.keys(arg).length > 0 &&
(requiredAttributes.length === 0 ||
requiredAttributes.every((d) => ({}.hasOwnProperty.call(arg, d))))
);
};

2
x-pack/plugins/file_upload/public/importer/importer.ts
View file

@ -8,6 +8,7 @@
import { chunk, intersection } from 'lodash';
import moment from 'moment';
import { i18n } from '@kbn/i18n';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import { getHttp } from '../kibana_services';
import { MB } from '../../common/constants';
import type {
@ -19,7 +20,6 @@ import type {
IngestPipeline,
} from '../../common/types';
import { CreateDocsResponse, IImporter, ImportResults } from './types';
import { isPopulatedObject } from '../../common/utils';
const CHUNK_SIZE = 5000;
const REDUCED_CHUNK_SIZE = 100;

2
x-pack/plugins/file_upload/server/get_time_field_range.ts
View file

@ -7,7 +7,7 @@
import { IScopedClusterClient } from '@kbn/core/server';
import type * as estypes from '@elastic/elasticsearch/lib/api/typesWithBodyKey';
import { QueryDslQueryContainer } from '@elastic/elasticsearch/lib/api/types';
import { isPopulatedObject } from '../common/utils';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
export async function getTimeFieldRange(
client: IScopedClusterClient,

2
x-pack/plugins/file_upload/server/utils/runtime_field_utils.ts
View file

@ -7,7 +7,7 @@
import type * as estypes from '@elastic/elasticsearch/lib/api/typesWithBodyKey';
import { RUNTIME_FIELD_TYPES } from '@kbn/data-plugin/common';
import { isPopulatedObject } from '../../common/utils';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
type RuntimeType = typeof RUNTIME_FIELD_TYPES[number];

1
x-pack/plugins/ml/common/index.ts
View file

@ -14,7 +14,6 @@ export {
SEVERITY_COLORS,
} from './constants/anomalies';
export { getSeverityColor, getSeverityType } from './util/anomaly_utils';
export { isPopulatedObject } from './util/object_utils';
export { composeValidators, patternValidator } from './util/validators';
export { isRuntimeMappings, isRuntimeField } from './util/runtime_field_utils';
export { extractErrorMessage } from './util/errors';

2
x-pack/plugins/ml/common/types/es_client.ts
View file

@ -6,7 +6,7 @@
*/
import type * as estypes from '@elastic/elasticsearch/lib/api/typesWithBodyKey';
import { isPopulatedObject } from '../util/object_utils';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
export function isMultiBucketAggregate(
arg: unknown

2
x-pack/plugins/ml/common/types/feature_importance.ts
View file

@ -5,7 +5,7 @@
* 2.0.
*/
import { isPopulatedObject } from '../util/object_utils';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
export type FeatureImportanceClassName = string | number | boolean;

2
x-pack/plugins/ml/common/util/errors/process_errors.ts
View file

@ -5,6 +5,7 @@
* 2.0.
*/
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import {
ErrorType,
MLErrorObject,
@ -14,7 +15,6 @@ import {
isEsErrorBody,
isMLResponseError,
} from './types';
import { isPopulatedObject } from '../object_utils';
export const extractErrorProperties = (error: ErrorType): MLErrorObject => {
// extract properties of the error object from within the response error

2
x-pack/plugins/ml/common/util/group_color_utils.ts
View file

@ -7,7 +7,7 @@
import { euiDarkVars as euiVars } from '@kbn/ui-theme';
import { stringHash } from './string_utils';
import { stringHash } from '@kbn/ml-string-hash';
const COLORS = [
euiVars.euiColorVis0,

4
x-pack/plugins/ml/common/util/job_utils.ts
View file

@ -9,9 +9,9 @@ import { each, isEmpty, isEqual, pick } from 'lodash';
import semverGte from 'semver/functions/gte';
import moment, { Duration } from 'moment';
import type * as estypes from '@elastic/elasticsearch/lib/api/typesWithBodyKey';
// @ts-ignore
import numeral from '@elastic/numeral';
import { i18n } from '@kbn/i18n';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import { ALLOWED_DATA_UNITS, JOB_ID_MAX_LENGTH } from '../constants/validation';
import { parseInterval } from './parse_interval';
import { maxLengthValidator } from './validators';
@ -24,7 +24,7 @@ import { ES_AGGREGATION, ML_JOB_AGGREGATION } from '../constants/aggregation_typ
import { MLCATEGORY } from '../constants/field_types';
import { getAggregations, getDatafeedAggregations } from './datafeed_utils';
import { findAggField } from './validation_utils';
import { getFirstKeyInObject, isPopulatedObject } from './object_utils';
import { getFirstKeyInObject } from './object_utils';
import { isDefined } from '../types/guards';
export interface ValidationResults {

42
x-pack/plugins/ml/common/util/object_utils.test.ts
View file

@ -5,49 +5,9 @@
* 2.0.
*/
import { getFirstKeyInObject, isPopulatedObject } from './object_utils';
import { getFirstKeyInObject } from './object_utils';
describe('object_utils', () => {
describe('isPopulatedObject()', () => {
it('does not allow numbers', () => {
expect(isPopulatedObject(0)).toBe(false);
});
it('does not allow strings', () => {
expect(isPopulatedObject('')).toBe(false);
});
it('does not allow null', () => {
expect(isPopulatedObject(null)).toBe(false);
});
it('does not allow an empty object', () => {
expect(isPopulatedObject({})).toBe(false);
});
it('allows an object with an attribute', () => {
expect(isPopulatedObject({ attribute: 'value' })).toBe(true);
});
it('does not allow an object with a non-existing required attribute', () => {
expect(isPopulatedObject({ attribute: 'value' }, ['otherAttribute'])).toBe(false);
});
it('allows an object with an existing required attribute', () => {
expect(isPopulatedObject({ attribute: 'value' }, ['attribute'])).toBe(true);
});
it('allows an object with two existing required attributes', () => {
expect(
isPopulatedObject({ attribute1: 'value1', attribute2: 'value2' }, [
'attribute1',
'attribute2',
])
).toBe(true);
});
it('does not allow an object with two required attributes where one does not exist', () => {
expect(
isPopulatedObject({ attribute1: 'value1', attribute2: 'value2' }, [
'attribute1',
'otherAttribute',
])
).toBe(false);
});
});
describe('getFirstKeyInObject()', () => {
it('gets the first key in object', () => {
expect(getFirstKeyInObject({ attribute1: 'value', attribute2: 'value2' })).toBe('attribute1');

30
x-pack/plugins/ml/common/util/object_utils.ts
View file

@ -5,35 +5,7 @@
* 2.0.
*/
/*
* A type guard to check record like object structures.
*
* Examples:
* - `isPopulatedObject({...})`
* Limits type to Record<string, unknown>
*
* - `isPopulatedObject({...}, ['attribute'])`
* Limits type to Record<'attribute', unknown>
*
* - `isPopulatedObject<keyof MyInterface>({...})`
* Limits type to a record with keys of the given interface.
* Note that you might want to add keys from the interface to the
* array of requiredAttributes to satisfy runtime requirements.
* Otherwise you'd just satisfy TS requirements but might still
* run into runtime issues.
*/
export const isPopulatedObject = <U extends string = string>(
arg: unknown,
requiredAttributes: U[] = []
): arg is Record<U, unknown> => {
return (
typeof arg === 'object' &&
arg !== null &&
Object.keys(arg).length > 0 &&
(requiredAttributes.length === 0 ||
requiredAttributes.every((d) => ({}.hasOwnProperty.call(arg, d))))
);
};
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
/**
* Get the first key in the object

2
x-pack/plugins/ml/common/util/query_utils.ts
View file

@ -7,7 +7,7 @@
import { QueryDslQueryContainer } from '@elastic/elasticsearch/lib/api/types';
import { cloneDeep } from 'lodash';
import { isPopulatedObject } from './object_utils';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
export const addExcludeFrozenToQuery = (originalQuery: QueryDslQueryContainer | undefined) => {
const FROZEN_TIER_TERM = {

2
x-pack/plugins/ml/common/util/runtime_field_utils.ts
View file

@ -6,7 +6,7 @@
*/
import type * as estypes from '@elastic/elasticsearch/lib/api/typesWithBodyKey';
import { RUNTIME_FIELD_TYPES } from '@kbn/data-plugin/common';
import { isPopulatedObject } from './object_utils';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
type RuntimeType = typeof RUNTIME_FIELD_TYPES[number];

15
x-pack/plugins/ml/common/util/string_utils.test.ts
View file

@ -5,12 +5,7 @@
* 2.0.
*/
import {
renderTemplate,
getMedianStringLength,
stringHash,
getGroupQueryText,
} from './string_utils';
import { renderTemplate, getMedianStringLength, getGroupQueryText } from './string_utils';
const strings: string[] = [
'foo',
@ -53,14 +48,6 @@ describe('ML - string utils', () => {
});
});
describe('stringHash', () => {
test('should return a unique number based off a string', () => {
const hash1 = stringHash('the-string-1');
const hash2 = stringHash('the-string-2');
expect(hash1).not.toBe(hash2);
});
});
describe('getGroupQueryText', () => {
const groupIdOne = 'test_group_id_1';
const groupIdTwo = 'test_group_id_2';

17
x-pack/plugins/ml/common/util/string_utils.ts
View file

@ -24,23 +24,6 @@ export function getMedianStringLength(strings: string[]) {
return sortedStringLengths[Math.floor(sortedStringLengths.length / 2)] || 0;
}
/**
* Creates a deterministic number based hash out of a string.
*/
export function stringHash(str: string): number {
let hash = 0;
let chr = 0;
if (str.length === 0) {
return hash;
}
for (let i = 0; i < str.length; i++) {
chr = str.charCodeAt(i);
hash = (hash << 5) - hash + chr; // eslint-disable-line no-bitwise
hash |= 0; // eslint-disable-line no-bitwise
}
return hash < 0 ? hash * -2 : hash;
}
export function getGroupQueryText(groupIds: string[]): string {
return `groups:(${groupIds.join(' or ')})`;
}

2
x-pack/plugins/ml/common/util/validators.ts
View file

@ -5,9 +5,9 @@
* 2.0.
*/
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import { ALLOWED_DATA_UNITS } from '../constants/validation';
import { parseInterval } from './parse_interval';
import { isPopulatedObject } from './object_utils';
/**
* Provides a validator function for maximum allowed input length.

2
x-pack/plugins/ml/public/alerting/jobs_health_rule/anomaly_detection_jobs_health_rule_trigger.tsx
View file

@ -11,13 +11,13 @@ import { i18n } from '@kbn/i18n';
import { FormattedMessage } from '@kbn/i18n-react';
import useDebounce from 'react-use/lib/useDebounce';
import { RuleTypeParamsExpressionProps } from '@kbn/triggers-actions-ui-plugin/public';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import { MlAnomalyDetectionJobsHealthRuleParams } from '../../../common/types/alerts';
import { JobSelectorControl } from '../job_selector';
import { jobsApiProvider } from '../../application/services/ml_api_service/jobs';
import { HttpService } from '../../application/services/http_service';
import { useMlKibana } from '../../application/contexts/kibana';
import { TestsSelectionControl } from './tests_selection_control';
import { isPopulatedObject } from '../../../common';
import { ALL_JOBS_SELECTION } from '../../../common/constants/alerts';
import { BetaBadge } from '../beta_badge';
import { isDefined } from '../../../common/types/guards';

2
x-pack/plugins/ml/public/application/components/data_grid/data_grid.tsx
View file

@ -27,6 +27,7 @@ import {
} from '@elastic/eui';
import { CoreSetup } from '@kbn/core/public';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import { DEFAULT_SAMPLER_SHARD_SIZE } from '../../../../common/constants/field_histograms';
import { ANALYSIS_CONFIG_TYPE, INDEX_STATUS } from '../../data_frame_analytics/common';
@ -44,7 +45,6 @@ import {
FeatureImportance,
TopClasses,
} from '../../../../common/types/feature_importance';
import { isPopulatedObject } from '../../../../common/util/object_utils';
import { DEFAULT_RESULTS_FIELD } from '../../../../common/constants/data_frame_analytics';
import { DataFrameAnalysisConfigType } from '../../../../common/types/data_frame_analytics';

2
x-pack/plugins/ml/public/application/components/full_time_range_selector/full_time_range_selector_service.ts
View file

@ -11,9 +11,9 @@ import { i18n } from '@kbn/i18n';
import dateMath from '@kbn/datemath';
import type { QueryDslQueryContainer } from '@elastic/elasticsearch/lib/api/types';
import type { DataView } from '@kbn/data-views-plugin/public';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import { getTimefilter, getToastNotifications } from '../../util/dependency_cache';
import { ml, GetTimeFieldRangeResponse } from '../../services/ml_api_service';
import { isPopulatedObject } from '../../../../common/util/object_utils';
import type { RuntimeMappings } from '../../../../common/types/fields';
import { addExcludeFrozenToQuery } from '../../../../common/util/query_utils';

2
x-pack/plugins/ml/public/application/components/scatterplot_matrix/scatterplot_matrix.tsx
View file

@ -25,9 +25,9 @@ import {
import { i18n } from '@kbn/i18n';
import { DataView } from '@kbn/data-views-plugin/public';
import { stringHash } from '@kbn/ml-string-hash';
import { extractErrorMessage } from '../../../../common';
import { isRuntimeMappings } from '../../../../common/util/runtime_field_utils';
import { stringHash } from '../../../../common/util/string_utils';
import { RuntimeMappings } from '../../../../common/types/fields';
import type { ResultsSearchQuery } from '../../data_frame_analytics/common/analytics';
import { getCombinedRuntimeMappings } from '../data_grid';

2
x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/runtime_mappings/runtime_mappings.tsx
View file

@ -21,10 +21,10 @@ import { i18n } from '@kbn/i18n';
import { FormattedMessage } from '@kbn/i18n-react';
import { XJsonMode } from '@kbn/ace';
import { XJson } from '@kbn/es-ui-shared-plugin/public';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import { useMlContext } from '../../../../../contexts/ml';
import { CreateAnalyticsFormProps } from '../../../analytics_management/hooks/use_create_analytics_form';
import { getCombinedRuntimeMappings } from '../../../../../components/data_grid/common';
import { isPopulatedObject } from '../../../../../../../common/util/object_utils';
import { RuntimeMappingsEditor } from './runtime_mappings_editor';
import { isRuntimeMappings } from '../../../../../../../common';
import { SwitchModal } from './switch_modal';

2
x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_exploration/hooks/use_exploration_url_state.ts
View file

@ -5,11 +5,11 @@
* 2.0.
*/
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import { usePageUrlState } from '../../../../util/url_state';
import { ML_PAGES } from '../../../../../../common/constants/locator';
import { ExplorationPageUrlState } from '../../../../../../common/types/locator';
import { SEARCH_QUERY_LANGUAGE } from '../../../../../../common/constants/search';
import { isPopulatedObject } from '../../../../../../common/util/object_utils';
export function getDefaultExplorationPageUrlState(
overrides?: Partial<ExplorationPageUrlState>

2
x-pack/plugins/ml/public/application/jobs/jobs_list/components/utils.js
View file

@ -21,7 +21,7 @@ import { JOB_STATE, DATAFEED_STATE } from '../../../../../common/constants/state
import { JOB_ACTION } from '../../../../../common/constants/job_actions';
import { parseInterval } from '../../../../../common/util/parse_interval';
import { mlCalendarService } from '../../../services/calendar_service';
import { isPopulatedObject } from '../../../../../common/util/object_utils';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
export function loadFullJob(jobId) {
return new Promise((resolve, reject) => {

2
x-pack/plugins/ml/public/application/jobs/jobs_utils.ts
View file

@ -6,7 +6,7 @@
*/
import { MlJob } from '@elastic/elasticsearch/lib/api/types';
import { isPopulatedObject } from '../../../common';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import { MlSummaryJob } from '../../../common/types/anomaly_detection_jobs';
export const isManagedJob = (job: MlSummaryJob | MlJob) => {

2
x-pack/plugins/ml/public/application/jobs/new_job/common/job_creator/util/filter_runtime_mappings.ts
View file

@ -5,9 +5,9 @@
* 2.0.
*/
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import type { RuntimeMappings } from '../../../../../../../common/types/fields';
import type { Datafeed, Job } from '../../../../../../../common/types/anomaly_detection_jobs';
import { isPopulatedObject } from '../../../../../../../common/util/object_utils';
interface Response {
runtime_mappings: RuntimeMappings;

2
x-pack/plugins/ml/public/application/jobs/new_job/recognize/page.tsx
View file

@ -19,6 +19,7 @@ import {
} from '@elastic/eui';
import { merge } from 'lodash';
import moment from 'moment';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import { useMlKibana, useMlLocator } from '../../../contexts/kibana';
import { ml } from '../../../services/ml_api_service';
import { useMlContext } from '../../../contexts/ml';
@ -40,7 +41,6 @@ import { JobId } from '../../../../../common/types/anomaly_detection_jobs';
import { ML_PAGES } from '../../../../../common/constants/locator';
import { TIME_FORMAT } from '../../../../../common/constants/time_format';
import { JobsAwaitingNodeWarning } from '../../../components/jobs_awaiting_node_warning';
import { isPopulatedObject } from '../../../../../common/util/object_utils';
import { RuntimeMappings } from '../../../../../common/types/fields';
import { addExcludeFrozenToQuery } from '../../../../../common/util/query_utils';
import { MlPageHeader } from '../../../components/page_header';

2
x-pack/plugins/ml/public/application/services/anomaly_explorer_charts_service.ts
View file

@ -9,12 +9,12 @@ import { Observable, of } from 'rxjs';
import { map as mapObservable } from 'rxjs/operators';
import type { TimeRange } from '@kbn/es-query';
import type { TimefilterContract } from '@kbn/data-plugin/public';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import type { RecordForInfluencer } from './results_service/results_service';
import type { EntityField } from '../../../common/util/anomaly_utils';
import type { CombinedJob } from '../../../common/types/anomaly_detection_jobs';
import type { MlApiServices } from './ml_api_service';
import type { MlResultsService } from './results_service';
import { isPopulatedObject } from '../../../common/util/object_utils';
import { ExplorerChartsData } from '../explorer/explorer_charts/explorer_charts_container_service';
import type { TimeRangeBounds } from '../util/time_buckets';
import { isDefined } from '../../../common/types/guards';

2
x-pack/plugins/ml/public/application/services/anomaly_timeline_service.ts
View file

@ -8,6 +8,7 @@
import { IUiSettingsClient } from '@kbn/core/public';
import type { TimeRange } from '@kbn/es-query';
import { TimefilterContract, UI_SETTINGS } from '@kbn/data-plugin/public';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import {
getBoundsRoundedToInterval,
TimeBuckets,
@ -24,7 +25,6 @@ import { OVERALL_LABEL, VIEW_BY_JOB_LABEL } from '../explorer/explorer_constants
import { MlResultsService } from './results_service';
import { EntityField } from '../../../common/util/anomaly_utils';
import { InfluencersFilterQuery } from '../../../common/types/es_client';
import { isPopulatedObject } from '../../../common';
/**
* Service for retrieving anomaly swim lanes data.

2
x-pack/plugins/ml/public/application/services/results_service/result_service_rx.ts
View file

@ -15,6 +15,7 @@
import { Observable } from 'rxjs';
import { map } from 'rxjs/operators';
import { each, get } from 'lodash';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import { Dictionary } from '../../../../common/types/common';
import { ML_MEDIAN_PERCENTS } from '../../../../common/util/job_utils';
import { Datafeed, JobId } from '../../../../common/types/anomaly_detection_jobs';
@ -24,7 +25,6 @@ import { findAggField } from '../../../../common/util/validation_utils';
import { getDatafeedAggregations } from '../../../../common/util/datafeed_utils';
import { aggregationTypeTransform, EntityField } from '../../../../common/util/anomaly_utils';
import { ES_AGGREGATION } from '../../../../common/constants/aggregation_types';
import { isPopulatedObject } from '../../../../common/util/object_utils';
import { InfluencersFilterQuery } from '../../../../common/types/es_client';
import { RecordForInfluencer } from './results_service';
import { isRuntimeMappings } from '../../../../common';

3
x-pack/plugins/ml/public/application/services/results_service/results_service.js
View file

@ -7,6 +7,8 @@
import { each, get } from 'lodash';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import { ML_MEDIAN_PERCENTS } from '../../../../common/util/job_utils';
import { escapeForElasticsearchQuery } from '../../util/string_utils';
import {
@ -14,7 +16,6 @@ import {
SWIM_LANE_DEFAULT_PAGE_SIZE,
} from '../../explorer/explorer_constants';
import { aggregationTypeTransform } from '../../../../common/util/anomaly_utils';
import { isPopulatedObject } from '../../../../common/util/object_utils';
/**
* Service for carrying out Elasticsearch queries to obtain data for the Ml Results dashboards.

2
x-pack/plugins/ml/public/application/trained_models/models_management/expanded_row.tsx
View file

@ -23,9 +23,9 @@ import {
import type { EuiDescriptionListProps } from '@elastic/eui/src/components/description_list/description_list';
import { FormattedMessage } from '@kbn/i18n-react';
import { FIELD_FORMAT_IDS } from '@kbn/field-formats-plugin/common';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import type { ModelItemFull } from './models_list';
import { isDefined } from '../../../../common/types/guards';
import { isPopulatedObject } from '../../../../common';
import { ModelPipelines } from './pipelines';
import { AllocatedModels } from '../nodes_overview/allocated_models';
import type { AllocatedModel } from '../../../../common/types/trained_models';

2
x-pack/plugins/ml/public/application/trained_models/models_management/models_list.tsx
View file

@ -26,6 +26,7 @@ import { EuiBasicTableColumn } from '@elastic/eui/src/components/basic_table/bas
import { EuiTableSelectionType } from '@elastic/eui/src/components/basic_table/table_types';
import { Action } from '@elastic/eui/src/components/basic_table/action_types';
import { FIELD_FORMAT_IDS } from '@kbn/field-formats-plugin/common';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import { getAnalysisType } from '../../data_frame_analytics/common';
import { ModelsTableToConfigMapping } from '.';
import { ModelsBarStats, StatsBar } from '../../components/stats_bar';
@ -44,7 +45,6 @@ import { ML_PAGES } from '../../../../common/constants/locator';
import { ListingPageUrlState } from '../../../../common/types/common';
import { usePageUrlState } from '../../util/url_state';
import { ExpandedRow } from './expanded_row';
import { isPopulatedObject } from '../../../../common';
import { useTableSettings } from '../../data_frame_analytics/pages/analytics_management/components/analytics_list/use_table_settings';
import { useToastNotificationService } from '../../services/toast_notification_service';
import { useFieldFormatter } from '../../contexts/kibana/use_field_formatter';

3
x-pack/plugins/ml/public/application/trained_models/models_management/test_models/utils.ts
View file

@ -5,6 +5,7 @@
* 2.0.
*/
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import {
TRAINED_MODEL_TYPE,
DEPLOYMENT_STATE,
@ -13,8 +14,6 @@ import {
import type { SupportedPytorchTasksType } from '../../../../../common/constants/trained_models';
import type { ModelItem } from '../models_list';
import { isPopulatedObject } from '../../../../../common';
const PYTORCH_TYPES = Object.values(SUPPORTED_PYTORCH_TASKS);
export function isTestable(modelItem: ModelItem) {

2
x-pack/plugins/ml/public/application/util/url_state.tsx
View file

@ -21,11 +21,11 @@ import { useHistory, useLocation } from 'react-router-dom';
import { BehaviorSubject, Observable } from 'rxjs';
import { distinctUntilChanged } from 'rxjs/operators';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import { Dictionary } from '../../../common/types/common';
import { getNestedProperty } from './object_utils';
import { MlPages } from '../../../common/constants/locator';
import { isPopulatedObject } from '../../../common';
type Accessor = '_a' | '_g';
export type SetUrlState = (

2
x-pack/plugins/ml/public/embeddables/types.ts
View file

@ -10,6 +10,7 @@ import type { Filter, Query, TimeRange } from '@kbn/es-query';
import type { RefreshInterval } from '@kbn/data-plugin/common';
import type { EmbeddableInput, EmbeddableOutput, IEmbeddable } from '@kbn/embeddable-plugin/public';
import type { DataView } from '@kbn/data-views-plugin/common';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import type { JobId } from '../../common/types/anomaly_detection_jobs';
import type { SwimlaneType } from '../application/explorer/explorer_constants';
import type { AnomalyDetectorService } from '../application/services/anomaly_detector_service';
@ -18,7 +19,6 @@ import type { MlDependencies } from '../application/app';
import type { AppStateSelectedCells } from '../application/explorer/explorer_utils';
import { AnomalyExplorerChartsService } from '../application/services/anomaly_explorer_charts_service';
import { EntityField } from '../../common/util/anomaly_utils';
import { isPopulatedObject } from '../../common/util/object_utils';
import {
ANOMALY_EXPLORER_CHARTS_EMBEDDABLE_TYPE,
ANOMALY_SWIMLANE_EMBEDDABLE_TYPE,

39
x-pack/plugins/ml/server/lib/query_utils.test.ts
View file

@ -5,11 +5,7 @@
* 2.0.
*/
import {
buildBaseFilterCriteria,
buildSamplerAggregation,
getSamplerAggregationsResponsePath,
} from './query_utils';
import { buildBaseFilterCriteria } from './query_utils';
describe('ML - query utils', () => {
describe('buildBaseFilterCriteria', () => {
@ -52,37 +48,4 @@ describe('ML - query utils', () => {
]);
});
});
describe('buildSamplerAggregation', () => {
const testAggs = {
bytes_stats: {
stats: { field: 'bytes' },
},
};
test('returns wrapped sampler aggregation for sampler shard size of 1000', () => {
expect(buildSamplerAggregation(testAggs, 1000)).toEqual({
sample: {
sampler: {
shard_size: 1000,
},
aggs: testAggs,
},
});
});
test('returns un-sampled aggregation as-is for sampler shard size of 0', () => {
expect(buildSamplerAggregation(testAggs, 0)).toEqual(testAggs);
});
});
describe('getSamplerAggregationsResponsePath', () => {
test('returns correct path for sampler shard size of 1000', () => {
expect(getSamplerAggregationsResponsePath(1000)).toEqual(['sample']);
});
test('returns correct path for sampler shard size of 0', () => {
expect(getSamplerAggregationsResponsePath(0)).toEqual([]);
});
});
});

30
x-pack/plugins/ml/server/lib/query_utils.ts
View file

@ -5,7 +5,6 @@
* 2.0.
*/
import type * as estypes from '@elastic/elasticsearch/lib/api/typesWithBodyKey';
/*
* Contains utility functions for building and processing queries.
*/
@ -37,32 +36,3 @@ export function buildBaseFilterCriteria(
return filterCriteria;
}
// Wraps the supplied aggregations in a sampler aggregation.
// A supplied samplerShardSize (the shard_size parameter of the sampler aggregation)
// of less than 1 indicates no sampling, and the aggs are returned as-is.
export function buildSamplerAggregation(
aggs: any,
samplerShardSize: number
): Record<string, estypes.AggregationsAggregationContainer> {
if (samplerShardSize < 1) {
return aggs;
}
return {
sample: {
sampler: {
shard_size: samplerShardSize,
},
aggs,
},
};
}
// Returns the path of aggregations in the elasticsearch response, as an array,
// depending on whether sampling is being used.
// A supplied samplerShardSize (the shard_size parameter of the sampler aggregation)
// of less than 1 indicates no sampling, and an empty array is returned.
export function getSamplerAggregationsResponsePath(samplerShardSize: number): string[] {
return samplerShardSize > 0 ? ['sample'] : [];
}

2
x-pack/plugins/ml/server/models/data_recognizer/data_recognizer.ts
View file

@ -17,6 +17,7 @@ import type {
import moment from 'moment';
import { merge } from 'lodash';
import type { DataViewsService } from '@kbn/data-views-plugin/common';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import type { AnalysisLimits } from '../../../common/types/anomaly_detection_jobs';
import { getAuthorizationHeader } from '../../lib/request_authorization';
import type { MlClient } from '../../lib/ml_client';
@ -54,7 +55,6 @@ import type { JobExistResult, JobStat } from '../../../common/types/data_recogni
import type { Datafeed } from '../../../common/types/anomaly_detection_jobs';
import type { MLSavedObjectService } from '../../saved_objects';
import { isDefined } from '../../../common/types/guards';
import { isPopulatedObject } from '../../../common/util/object_utils';
const ML_DIR = 'ml';
const KIBANA_DIR = 'kibana';

88
x-pack/plugins/ml/server/models/data_visualizer/data_visualizer.ts
View file

@ -5,21 +5,23 @@
* 2.0.
*/
import { IScopedClusterClient } from '@kbn/core/server';
import { get, each, last, find } from 'lodash';
import { IScopedClusterClient } from '@kbn/core/server';
import { KBN_FIELD_TYPES } from '@kbn/data-plugin/server';
import {
buildSamplerAggregation,
getAggIntervals,
getSamplerAggregationsResponsePath,
} from '@kbn/ml-agg-utils';
import { stringHash } from '@kbn/ml-string-hash';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import { ML_JOB_FIELD_TYPES } from '../../../common/constants/field_types';
import { getSafeAggregationName } from '../../../common/util/job_utils';
import { stringHash } from '../../../common/util/string_utils';
import {
buildBaseFilterCriteria,
buildSamplerAggregation,
getSamplerAggregationsResponsePath,
} from '../../lib/query_utils';
import { buildBaseFilterCriteria } from '../../lib/query_utils';
import { AggCardinality, RuntimeMappings } from '../../../common/types/fields';
import { getDatafeedAggregations } from '../../../common/util/datafeed_utils';
import { Datafeed } from '../../../common/types/anomaly_detection_jobs';
import { isPopulatedObject } from '../../../common/util/object_utils';
const SAMPLER_TOP_TERMS_THRESHOLD = 100000;
const SAMPLER_TOP_TERMS_SHARD_SIZE = 5000;
@ -112,13 +114,6 @@ interface FieldExamples {
examples: any[];
}
interface NumericColumnStats {
interval: number;
min: number;
max: number;
}
type NumericColumnStatsMap = Record<string, NumericColumnStats>;
interface AggHistogram {
histogram: {
field: string;
@ -178,67 +173,6 @@ type BatchStats =
| DocumentCountStats
| FieldExamples;
const getAggIntervals = async (
{ asCurrentUser }: IScopedClusterClient,
indexPattern: string,
query: any,
fields: HistogramField[],
samplerShardSize: number,
runtimeMappings?: RuntimeMappings
): Promise<NumericColumnStatsMap> => {
const numericColumns = fields.filter((field) => {
return field.type === KBN_FIELD_TYPES.NUMBER || field.type === KBN_FIELD_TYPES.DATE;
});
if (numericColumns.length === 0) {
return {};
}
const minMaxAggs = numericColumns.reduce((aggs, c) => {
const id = stringHash(c.fieldName);
aggs[id] = {
stats: {
field: c.fieldName,
},
};
return aggs;
}, {} as Record<string, object>);
const body = await asCurrentUser.search(
{
index: indexPattern,
size: 0,
body: {
query,
aggs: buildSamplerAggregation(minMaxAggs, samplerShardSize),
size: 0,
...(isPopulatedObject(runtimeMappings) ? { runtime_mappings: runtimeMappings } : {}),
},
},
{ maxRetries: 0 }
);
const aggsPath = getSamplerAggregationsResponsePath(samplerShardSize);
const aggregations = aggsPath.length > 0 ? get(body.aggregations, aggsPath) : body.aggregations;
return Object.keys(aggregations).reduce((p, aggName) => {
const stats = [aggregations[aggName].min, aggregations[aggName].max];
if (!stats.includes(null)) {
const delta = aggregations[aggName].max - aggregations[aggName].min;
let aggInterval = 1;
if (delta > MAX_CHART_COLUMNS || delta <= 1) {
aggInterval = delta / (MAX_CHART_COLUMNS - 1);
}
p[aggName] = { interval: aggInterval, min: stats[0], max: stats[1] };
}
return p;
}, {} as NumericColumnStatsMap);
};
// export for re-use by transforms plugin
export const getHistogramsForFields = async (
client: IScopedClusterClient,
@ -250,7 +184,7 @@ export const getHistogramsForFields = async (
) => {
const { asCurrentUser } = client;
const aggIntervals = await getAggIntervals(
client,
client.asCurrentUser,
indexPattern,
query,
fields,

2
x-pack/plugins/ml/server/models/fields_service/fields_service.ts
View file

@ -8,6 +8,7 @@
import Boom from '@hapi/boom';
import { IScopedClusterClient } from '@kbn/core/server';
import { duration } from 'moment';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import { parseInterval } from '../../../common/util/parse_interval';
import { initCardinalityFieldsCache } from './fields_aggs_cache';
import { AggCardinality } from '../../../common/types/fields';
@ -15,7 +16,6 @@ import { isValidAggregationField } from '../../../common/util/validation_utils';
import { getDatafeedAggregations } from '../../../common/util/datafeed_utils';
import { Datafeed, IndicesOptions } from '../../../common/types/anomaly_detection_jobs';
import { RuntimeMappings } from '../../../common/types/fields';
import { isPopulatedObject } from '../../../common/util/object_utils';
/**
* Service for carrying out queries to obtain data

2
x-pack/plugins/ml/server/models/job_service/jobs.ts
View file

@ -9,6 +9,7 @@ import { uniq } from 'lodash';
import Boom from '@hapi/boom';
import { IScopedClusterClient } from '@kbn/core/server';
import type { RulesClient } from '@kbn/alerting-plugin/server';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import {
getSingleMetricViewerJobErrorMessage,
parseTimeIntervalForJob,
@ -47,7 +48,6 @@ import {
} from '../../../common/util/job_utils';
import { groupsProvider } from './groups';
import type { MlClient } from '../../lib/ml_client';
import { isPopulatedObject } from '../../../common/util/object_utils';
import { ML_ALERT_TYPES } from '../../../common/constants/alerts';
import { MlAnomalyDetectionAlertParams } from '../../routes/schemas/alerting_schema';
import type { AuthorizationHeader } from '../../lib/request_authorization';

3
x-pack/plugins/ml/server/models/results_service/anomaly_charts.ts
View file

@ -10,8 +10,9 @@ import { i18n } from '@kbn/i18n';
import { each, find, get, keyBy, map, reduce, sortBy } from 'lodash';
import type * as estypes from '@elastic/elasticsearch/lib/api/types';
import { extent, max, min } from 'd3';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import type { MlClient } from '../../lib/ml_client';
import { isPopulatedObject, isRuntimeMappings } from '../../../common';
import { isRuntimeMappings } from '../../../common';
import type {
MetricData,
ModelPlotOutput,

3
x-pack/plugins/transform/common/api_schemas/type_guards.ts
View file

@ -7,9 +7,10 @@
import type * as estypes from '@elastic/elasticsearch/lib/api/typesWithBodyKey';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import type { EsIndex } from '../types/es_index';
import type { EsIngestPipeline } from '../types/es_ingest_pipeline';
import { isPopulatedObject } from '../shared_imports';
// To be able to use the type guards on the client side, we need to make sure we don't import
// the code of '@kbn/config-schema' but just its types, otherwise the client side code will

1
x-pack/plugins/transform/common/shared_imports.ts
View file

@ -8,7 +8,6 @@
export type { ChartData } from '@kbn/ml-plugin/common';
export {
composeValidators,
isPopulatedObject,
isRuntimeMappings,
patternValidator,
isRuntimeField,

3
x-pack/plugins/transform/common/types/data_view.ts
View file

@ -6,8 +6,7 @@
*/
import type { DataView } from '@kbn/data-views-plugin/common';
import { isPopulatedObject } from '../shared_imports';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
// Custom minimal type guard for DataView to check against the attributes used in transforms code.
export function isDataView(arg: any): arg is DataView {

2
x-pack/plugins/transform/common/types/transform.ts
View file

@ -6,8 +6,8 @@
*/
import type { EuiComboBoxOptionOption } from '@elastic/eui/src/components/combo_box/types';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import type { LatestFunctionConfig, PutTransformsRequestSchema } from '../api_schemas/transforms';
import { isPopulatedObject } from '../shared_imports';
import type { PivotGroupByDict } from './pivot_group_by';
import type { PivotAggDict } from './pivot_aggs';
import type { TransformHealthAlertRule } from './alerting';

3
x-pack/plugins/transform/common/types/transform_stats.ts
View file

@ -5,8 +5,9 @@
* 2.0.
*/
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import { TransformState, TRANSFORM_STATE } from '../constants';
import { isPopulatedObject } from '../shared_imports';
import { TransformId } from './transform';
export interface TransformStats {

2
x-pack/plugins/transform/common/utils/errors.ts
View file

@ -5,7 +5,7 @@
* 2.0.
*/
import { isPopulatedObject } from '../shared_imports';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
export interface ErrorResponse {
body: {

2
x-pack/plugins/transform/public/app/common/pivot_aggs.ts
View file

@ -8,13 +8,13 @@
import { FC } from 'react';
import { ES_FIELD_TYPES, KBN_FIELD_TYPES } from '@kbn/data-plugin/common';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import type { AggName } from '../../../common/types/aggregations';
import type { Dictionary } from '../../../common/types/common';
import type { EsFieldName } from '../../../common/types/fields';
import type { PivotAgg, PivotSupportedAggs } from '../../../common/types/pivot_aggs';
import { PIVOT_SUPPORTED_AGGS } from '../../../common/types/pivot_aggs';
import { isPopulatedObject } from '../../../common/shared_imports';
import { getAggFormConfig } from '../sections/create_transform/components/step_define/common/get_agg_form_config';
import { PivotAggsConfigFilter } from '../sections/create_transform/components/step_define/common/filter_agg/types';

2
x-pack/plugins/transform/public/app/common/pivot_group_by.ts
View file

@ -6,11 +6,11 @@
*/
import { KBN_FIELD_TYPES } from '@kbn/data-plugin/common';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import { AggName } from '../../../common/types/aggregations';
import { Dictionary } from '../../../common/types/common';
import { EsFieldName } from '../../../common/types/fields';
import { GenericAgg } from '../../../common/types/pivot_group_by';
import { isPopulatedObject } from '../../../common/shared_imports';
import { PivotAggsConfigWithUiSupport } from './pivot_aggs';
export enum PIVOT_SUPPORTED_GROUP_BY_AGGS {

2
x-pack/plugins/transform/public/app/common/request.ts
View file

@ -9,6 +9,7 @@ import type * as estypes from '@elastic/elasticsearch/lib/api/typesWithBodyKey';
import { HttpFetchError } from '@kbn/core/public';
import type { DataView } from '@kbn/data-views-plugin/public';
import { isPopulatedObject } from '@kbn/ml-is-populated-object';
import {
DEFAULT_CONTINUOUS_MODE_DELAY,
@ -23,7 +24,6 @@ import type {
PutTransformsPivotRequestSchema,
PutTransformsRequestSchema,
} from '../../../common/api_schemas/transforms';
import { isPopulatedObject } from '../../../common/shared_imports';
import { DateHistogramAgg, HistogramAgg, TermsAgg } from '../../../common/types/pivot_group_by';
import { isDataView } from '../../../common/types/data_view';

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