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100 changes: 0 additions & 100 deletions
100
x-pack/legacy/plugins/ml/server/models/file_data_visualizer/file_data_visualizer.js
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103 changes: 103 additions & 0 deletions
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x-pack/legacy/plugins/ml/server/models/file_data_visualizer/file_data_visualizer.ts
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/* | ||
* Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one | ||
* or more contributor license agreements. Licensed under the Elastic License; | ||
* you may not use this file except in compliance with the Elastic License. | ||
*/ | ||
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import Boom from 'boom'; | ||
import { RequestHandlerContext } from 'kibana/server'; | ||
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export type InputData = any[]; | ||
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export interface InputOverrides { | ||
[key: string]: string; | ||
} | ||
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export type FormattedOverrides = InputOverrides & { | ||
column_names: string[]; | ||
has_header_row: boolean; | ||
should_trim_fields: boolean; | ||
}; | ||
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export interface AnalysisResult { | ||
results: { | ||
charset: string; | ||
has_header_row: boolean; | ||
has_byte_order_marker: boolean; | ||
format: string; | ||
field_stats: { | ||
[fieldName: string]: { | ||
count: number; | ||
cardinality: number; | ||
top_hits: Array<{ count: number; value: any }>; | ||
}; | ||
}; | ||
sample_start: string; | ||
num_messages_analyzed: number; | ||
mappings: { | ||
[fieldName: string]: { | ||
type: string; | ||
}; | ||
}; | ||
quote: string; | ||
delimiter: string; | ||
need_client_timezone: boolean; | ||
num_lines_analyzed: number; | ||
column_names: string[]; | ||
}; | ||
overrides?: FormattedOverrides; | ||
} | ||
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export function fileDataVisualizerProvider(context: RequestHandlerContext) { | ||
async function analyzeFile(data: any, overrides: any): Promise<AnalysisResult> { | ||
let results = []; | ||
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try { | ||
results = await context.ml!.mlClient.callAsCurrentUser('ml.fileStructure', { | ||
body: data, | ||
...overrides, | ||
}); | ||
} catch (error) { | ||
const err = error.message !== undefined ? error.message : error; | ||
throw Boom.badRequest(err); | ||
} | ||
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const { hasOverrides, reducedOverrides } = formatOverrides(overrides); | ||
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return { | ||
...(hasOverrides && { overrides: reducedOverrides }), | ||
results, | ||
}; | ||
} | ||
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return { | ||
analyzeFile, | ||
}; | ||
} | ||
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function formatOverrides(overrides: InputOverrides) { | ||
let hasOverrides = false; | ||
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const reducedOverrides: FormattedOverrides = Object.keys(overrides).reduce((acc, overrideKey) => { | ||
const overrideValue: string = overrides[overrideKey]; | ||
if (overrideValue !== '') { | ||
if (overrideKey === 'column_names') { | ||
acc.column_names = overrideValue.split(','); | ||
} else if (overrideKey === 'has_header_row') { | ||
acc.has_header_row = overrideValue === 'true'; | ||
} else if (overrideKey === 'should_trim_fields') { | ||
acc.should_trim_fields = overrideValue === 'true'; | ||
} else { | ||
acc[overrideKey] = overrideValue; | ||
} | ||
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hasOverrides = true; | ||
} | ||
return acc; | ||
}, {} as FormattedOverrides); | ||
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return { | ||
reducedOverrides, | ||
hasOverrides, | ||
}; | ||
} |
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