feat: classify sensitive columns locally
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@@ -0,0 +1,172 @@
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import type {
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SensitivityReviewItem,
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} from "./sensitivity-analysis-service.js";
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import {
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SENSITIVITY_POLICY_VERSION,
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SensitivityAnalysisInterruptedError,
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SensitivityAnalysisService,
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SensitivityAnalysisTargetNotFoundError,
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} from "./sensitivity-analysis-service.js";
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import type {
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CatalogRepository,
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SensitivityAnalysisRun,
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SensitivityAnalysisScope,
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} from "./types.js";
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const interruptedMessage = "Local sensitivity analysis was interrupted by backend restart.";
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const deadlineMessage = "Local sensitivity analysis reached its time limit.";
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const failedMessage = "Local sensitivity analysis failed.";
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function ensureActive(signal: AbortSignal): void {
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if (signal.aborted) throw new SensitivityAnalysisInterruptedError();
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}
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export interface SensitivityAnalysisRunResult {
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suggestions: readonly SensitivityReviewItem[];
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run: SensitivityAnalysisRun;
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}
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export class SensitivityAnalysisRunner {
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constructor(
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private readonly repository: CatalogRepository,
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private readonly analysis: SensitivityAnalysisService,
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) {}
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async initialize(): Promise<void> {
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if (!(await this.repository.available())) return;
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const interrupted = await this.repository.interruptActiveSensitivityAnalysisRuns(
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interruptedMessage,
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);
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for (const run of interrupted) {
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await this.repository.appendSensitivityAnalysisEvent(
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run.id,
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"warning",
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interruptedMessage,
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);
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}
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}
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async run(
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databaseId: string,
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scope: SensitivityAnalysisScope,
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targetIds: readonly string[],
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signal: AbortSignal,
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): Promise<SensitivityAnalysisRunResult> {
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ensureActive(signal);
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const database = await this.repository.get(databaseId);
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ensureActive(signal);
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if (!database) {
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throw new SensitivityAnalysisTargetNotFoundError("database");
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}
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ensureActive(signal);
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const started = await this.repository.createSensitivityAnalysisRun(
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databaseId,
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scope,
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{ engine: "local", policyVersion: SENSITIVITY_POLICY_VERSION },
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);
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let preparedTotal = 0;
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let processedSensitive = 0;
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let processedNonSensitive = 0;
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try {
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ensureActive(signal);
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await this.repository.appendSensitivityAnalysisEvent(
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started.id,
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"info",
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"Local sensitivity analysis started.",
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);
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ensureActive(signal);
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const suggestions = await this.analysis.analyze(
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databaseId,
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scope,
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targetIds,
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signal,
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async (total) => {
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ensureActive(signal);
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preparedTotal = total;
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const prepared = await this.repository.updateSensitivityAnalysisRun(started.id, {
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total,
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});
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ensureActive(signal);
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if (!prepared) throw new Error("Sensitivity Analysis Run disappeared");
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},
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async (processed, batch) => {
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ensureActive(signal);
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const suggestedSensitive = batch.filter(
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(suggestion) => suggestion.assessment === "sensitive",
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).length;
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const suggestedNonSensitive = batch.filter(
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(suggestion) => suggestion.assessment === "non_sensitive",
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).length;
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const unknown = batch.filter((suggestion) => suggestion.assessment === "unknown").length;
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const current = await this.repository.getSensitivityAnalysisRun(started.id);
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ensureActive(signal);
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if (!current) throw new Error("Sensitivity Analysis Run disappeared");
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const progress = await this.repository.updateSensitivityAnalysisRun(started.id, {
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suggestedSensitive: current.suggestedSensitive + suggestedSensitive,
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suggestedNonSensitive: current.suggestedNonSensitive + suggestedNonSensitive,
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unknown: current.unknown + unknown,
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});
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if (!progress) throw new Error("Sensitivity Analysis Run disappeared");
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processedSensitive += suggestedSensitive;
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processedNonSensitive += suggestedNonSensitive;
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ensureActive(signal);
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await this.repository.appendSensitivityAnalysisEvent(
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started.id,
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"info",
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`Assessed ${processed} of ${progress.total} columns locally.`,
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);
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ensureActive(signal);
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},
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);
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ensureActive(signal);
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const suggestedSensitive = suggestions.filter(
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(suggestion) => suggestion.assessment === "sensitive",
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).length;
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const suggestedNonSensitive = suggestions.filter(
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(suggestion) => suggestion.assessment === "non_sensitive",
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).length;
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const unknown = suggestions.filter((suggestion) => suggestion.assessment === "unknown").length;
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await this.repository.appendSensitivityAnalysisEvent(
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started.id,
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"info",
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`Local sensitivity analysis completed for ${suggestions.length} column${
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suggestions.length === 1 ? "" : "s"
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}.`,
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);
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ensureActive(signal);
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const completed = await this.repository.updateSensitivityAnalysisRun(started.id, {
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status: "completed",
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total: suggestions.length,
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suggestedSensitive,
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suggestedNonSensitive,
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unknown,
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finishedAt: new Date().toISOString(),
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errorSummary: null,
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});
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ensureActive(signal);
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if (!completed) throw new Error("Sensitivity Analysis Run disappeared");
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return { suggestions, run: completed };
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} catch (error) {
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const interrupted = signal.aborted || error instanceof SensitivityAnalysisInterruptedError;
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const message = interrupted ? deadlineMessage : failedMessage;
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await this.repository.updateSensitivityAnalysisRun(started.id, {
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status: interrupted ? "interrupted" : "failed",
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...(interrupted ? {
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total: preparedTotal,
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suggestedSensitive: processedSensitive,
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suggestedNonSensitive: processedNonSensitive,
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unknown: Math.max(0, preparedTotal - processedSensitive - processedNonSensitive),
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} : {}),
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finishedAt: new Date().toISOString(),
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errorSummary: message,
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}).catch(() => undefined);
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await this.repository.appendSensitivityAnalysisEvent(
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started.id,
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interrupted ? "warning" : "error",
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message,
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).catch(() => undefined);
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throw error;
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}
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}
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}
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