mirror of
https://github.com/hanzoai/insights.git
synced 2026-11-03 00:52:32 +00:00
zeekay
1b367e2b62
The tree was a debranded snapshot of upstream taken around 2026-02-20, and upstream has moved about five months since. This replaces it with upstream master, mechanically re-derived: bin/debrand does the rename, and the pipeline and squashed migrations are restored from the shipped tree. Not a merge. The previous import replaced the tree wholesale in a single commit, so there is no shared content history to merge against. Reproducing the rename on the new tree is what actually converges. What survives: .hanzo/workflows, the Dockerfiles and bin/docker* entrypoints, compose files, LLM.md, and insights/migrations. The squashed initial migration is load-bearing — the live database records it by name, so upstream's ~918 individual migrations cannot come back. Nine products are dropped as unreferenced. Twenty-one more that we do not run are kept anyway because the core app still imports them; unpicking those is a refactor and does not belong in a rebase. This base does not build yet, and the reasons are not in the rename: upstream now wants Python 3.13.13 against our 3.12.12 and Django 5.2 against our 4.2, and the dependency manifests still name upstream packages that we republish under our own names. Those are decisions, not renames.
100 lines
3.0 KiB
TypeScript
100 lines
3.0 KiB
TypeScript
import { LLMSentimentMessage, LLMSentimentResult } from '~/queries/schema/schema-general'
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export type MessageSentiment = LLMSentimentMessage
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export type GenerationSentiment = LLMSentimentResult
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export const GENERATION_SENTIMENT_SELECT = "'' -- Sentiment"
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const SENTIMENT_LABELS = new Set(['positive', 'neutral', 'negative'])
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export function normalizeSentimentResult(value: unknown): GenerationSentiment | null {
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if (!value || typeof value !== 'object') {
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return null
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}
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const raw = value as Record<string, unknown>
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const scores = normalizeScores(raw.scores)
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const label = normalizeLabel(raw.label)
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const score = normalizeNumber(raw.score) ?? scores[label] ?? 0
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const messages = normalizeMessages(raw.messages)
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return {
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label,
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score,
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scores,
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messages,
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message_count: normalizeInteger(raw.message_count) ?? Object.keys(messages).length,
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}
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}
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function normalizeJsonish(value: unknown): unknown {
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if (typeof value !== 'string') {
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return value
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}
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if (!value) {
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return null
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}
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try {
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return JSON.parse(value)
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} catch {
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return value
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}
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}
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function normalizeLabel(value: unknown): string {
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return typeof value === 'string' && SENTIMENT_LABELS.has(value) ? value : 'neutral'
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}
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function normalizeNumber(value: unknown): number | null {
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if (typeof value === 'number' && Number.isFinite(value)) {
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return value
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}
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if (typeof value === 'string') {
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const parsed = Number(value)
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return Number.isFinite(parsed) ? parsed : null
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}
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return null
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}
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function normalizeInteger(value: unknown): number | null {
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const parsed = normalizeNumber(value)
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return parsed === null ? null : Math.trunc(parsed)
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}
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function normalizeScores(value: unknown): Record<string, number> {
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const decoded = normalizeJsonish(value)
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if (!decoded || typeof decoded !== 'object' || Array.isArray(decoded)) {
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return { positive: 0, neutral: 0, negative: 0 }
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}
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const raw = decoded as Record<string, unknown>
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return {
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positive: normalizeNumber(raw.positive) ?? 0,
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neutral: normalizeNumber(raw.neutral) ?? 0,
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negative: normalizeNumber(raw.negative) ?? 0,
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}
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}
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function normalizeMessages(value: unknown): Record<string, MessageSentiment> {
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const decoded = normalizeJsonish(value)
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if (!decoded || typeof decoded !== 'object' || Array.isArray(decoded)) {
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return {}
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}
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const messages: Record<string, MessageSentiment> = {}
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for (const [key, rawMessage] of Object.entries(decoded as Record<string, unknown>)) {
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if (!rawMessage || typeof rawMessage !== 'object' || Array.isArray(rawMessage)) {
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continue
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}
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const message = rawMessage as Record<string, unknown>
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messages[key] = {
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label: normalizeLabel(message.label),
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score: normalizeNumber(message.score) ?? 0,
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scores: normalizeScores(message.scores),
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}
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}
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return messages
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}
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