Skip to content

[ML] DF Analytics wizard: ensure user can set mml manually or select to use given estimate #81078

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 3 commits into from
Oct 21, 2020
Merged

[ML] DF Analytics wizard: ensure user can set mml manually or select to use given estimate #81078

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
3 commits
Select commit Hold shift + click to select a range
e295135
add switch for using estimated mml
alvarezmelissa87 Oct 19, 2020
d1f4ec2
persist useEstimatedMml when switching between steps
alvarezmelissa87 Oct 20, 2020
66bcffa
update translation name to be consistent
alvarezmelissa87 Oct 21, 2020
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
49 changes: 35 additions & 14 deletions ..._frame_analytics/pages/analytics_creation/components/advanced_step/advanced_step_form.tsx
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -18,6 +18,7 @@ import {
EuiLink,
EuiSelect,
EuiSpacer,
EuiSwitch,
EuiTitle,
} from '@elastic/eui';
import { i18n } from '@kbn/i18n';
Expand Down Expand Up @@ -138,7 +139,7 @@ export const AdvancedStepForm: FC<CreateAnalyticsStepProps> = ({
const { ELASTIC_WEBSITE_URL, DOC_LINK_VERSION } = docLinks;

const { setEstimatedModelMemoryLimit, setFormState } = actions;
const { form, isJobCreated } = state;
const { form, isJobCreated, estimatedModelMemoryLimit } = state;
const {
computeFeatureInfluence,
eta,
Expand All @@ -159,6 +160,7 @@ export const AdvancedStepForm: FC<CreateAnalyticsStepProps> = ({
outlierFraction,
predictionFieldName,
randomizeSeed,
useEstimatedMml,
} = form;

const [numTopClassesOptions, setNumTopClassesOptions] = useState<EuiComboBoxOptionOption[]>([
Expand Down Expand Up @@ -204,7 +206,9 @@ export const AdvancedStepForm: FC<CreateAnalyticsStepProps> = ({
if (success) {
if (modelMemoryLimit !== expectedMemory) {
setEstimatedModelMemoryLimit(expectedMemory);
setFormState({ modelMemoryLimit: expectedMemory });
if (useEstimatedMml === true) {
setFormState({ modelMemoryLimit: expectedMemory });
}
}
} else {
// Check which field is invalid
Expand Down Expand Up @@ -481,18 +485,35 @@ export const AdvancedStepForm: FC<CreateAnalyticsStepProps> = ({
}
)}
>
<EuiFieldText
placeholder={
jobType !== undefined
? DEFAULT_MODEL_MEMORY_LIMIT[jobType]
: DEFAULT_MODEL_MEMORY_LIMIT.outlier_detection
}
disabled={isJobCreated}
value={modelMemoryLimit || ''}
onChange={(e) => setFormState({ modelMemoryLimit: e.target.value })}
isInvalid={modelMemoryLimitValidationResult !== null}
data-test-subj="mlAnalyticsCreateJobWizardModelMemoryInput"
/>
<>
<EuiFieldText
placeholder={
jobType !== undefined
? DEFAULT_MODEL_MEMORY_LIMIT[jobType]
: DEFAULT_MODEL_MEMORY_LIMIT.outlier_detection
}
disabled={isJobCreated || useEstimatedMml}
value={useEstimatedMml ? estimatedModelMemoryLimit : modelMemoryLimit || ''}
onChange={(e) => setFormState({ modelMemoryLimit: e.target.value })}
isInvalid={modelMemoryLimitValidationResult !== null}
data-test-subj="mlAnalyticsCreateJobWizardModelMemoryInput"
/>
<EuiSpacer size="s" />
<EuiSwitch
disabled={isJobCreated}
name="mlDataFrameAnalyticsUseEstimatedMml"
label={i18n.translate('xpack.ml.dataframe.analytics.create.useEstimatedMmlLabel', {
defaultMessage: 'Use estimated model memory limit',
})}
checked={useEstimatedMml === true}
onChange={() =>
setFormState({
useEstimatedMml: !useEstimatedMml,
})
}
data-test-subj="mlAnalyticsCreateJobWizardUseEstimatedMml"
/>
</>
</EuiFormRow>
</EuiFlexItem>
<EuiFlexItem>
Expand Down
4 changes: 3 additions & 1 deletion ...lytics/pages/analytics_creation/components/configuration_step/configuration_step_form.tsx
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -91,6 +91,7 @@ export const ConfigurationStepForm: FC<CreateAnalyticsStepProps> = ({
requiredFieldsError,
sourceIndex,
trainingPercent,
useEstimatedMml,
} = form;

const toastNotifications = getToastNotifications();
Expand Down Expand Up @@ -164,7 +165,8 @@ export const ConfigurationStepForm: FC<CreateAnalyticsStepProps> = ({

const debouncedGetExplainData = debounce(async () => {
const jobTypeChanged = previousJobType !== jobType;
const shouldUpdateModelMemoryLimit = !firstUpdate.current || !modelMemoryLimit;
const shouldUpdateModelMemoryLimit =
(!firstUpdate.current || !modelMemoryLimit) && useEstimatedMml === true;
const shouldUpdateEstimatedMml =
!firstUpdate.current || !modelMemoryLimit || estimatedModelMemoryLimit === '';

Expand Down
2 changes: 2 additions & 0 deletions .../data_frame_analytics/pages/analytics_management/hooks/use_create_analytics_form/state.ts
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -93,6 +93,7 @@ export interface State {
sourceIndexFieldsCheckFailed: boolean;
standardizationEnabled: undefined | string;
trainingPercent: number;
useEstimatedMml: boolean;
};
disabled: boolean;
indexPatternsMap: SourceIndexMap;
Expand Down Expand Up @@ -161,6 +162,7 @@ export const getInitialState = (): State => ({
sourceIndexFieldsCheckFailed: false,
standardizationEnabled: 'true',
trainingPercent: 80,
useEstimatedMml: true,
},
jobConfig: {},
disabled:
Expand Down