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FabledCurator/frontend/src/views/ExploreView.vue
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feat(heads): nightly auto-retrain + inline Retrain button in Explore
Two cadences for keeping heads in sync with your tagging:
- PASSIVE: a nightly `scheduled_train_heads` beat (skips if a run is already
  in flight; creates+commits the run row before dispatching train_heads so the
  ml worker always finds it). Folds the day's accepts/rejects + newly-eligible
  concepts into the heads without anyone clicking.
- ACTIVE: a "Retrain heads" button in the Explore trail bar — bank the +/-
  feedback you just gave while walking content, without a trip to Settings.

Shared logic in a new useHeadTraining composable (trigger + poll + start/finish
toasts), used by the Explore button; reflects an already-running run (incl. the
nightly one) on mount.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa
2026-06-28 22:15:27 -04:00

364 lines
14 KiB
Vue

<template>
<div class="fc-ex">
<!-- Seeding the bare /explore nav entry with a random image. -->
<div v-if="!anchorId && seeding" class="fc-ex__center-state">
<div class="fc-ex__spinner" />
<p class="fc-muted">Finding a random image to explore</p>
</div>
<!-- Seed failed (e.g. empty library) offer the gallery. -->
<div v-else-if="!anchorId && seedError" class="fc-ex__center-state">
<v-icon size="48" color="accent">mdi-compass-outline</v-icon>
<h2 class="fc-ex__empty-title">Nothing to explore yet</h2>
<p class="fc-ex__empty-body">{{ seedError }}</p>
<v-btn color="accent" variant="flat" rounded="pill" :to="{ name: 'gallery' }">
Browse the gallery
</v-btn>
</div>
<template v-else>
<!-- Breadcrumb of the walked path + reseed control. -->
<nav class="fc-ex__trail" aria-label="Explore path">
<button
v-for="(c, i) in store.breadcrumb" :key="c.id"
class="fc-ex__crumb"
:class="{ 'fc-ex__crumb--current': i === store.cursor }"
type="button"
:aria-current="i === store.cursor ? 'page' : undefined"
:title="`Step ${i + 1}`"
@click="goTo(c.id)"
>
<img :src="c.thumbnail_url" alt="" loading="lazy" />
</button>
<div class="fc-ex__trail-actions">
<!-- Active retrain right where you tag: fold the +/- you just gave
into the heads without a trip to Settings (the nightly beat is the
passive cadence). -->
<v-btn
size="small" variant="text" color="accent"
prepend-icon="mdi-brain" :loading="headsBusy || headsRunning"
title="Retrain the concept heads on your latest tags"
@click="trainHeads"
>{{ headsRunning ? 'Training…' : 'Retrain heads' }}</v-btn>
<v-btn
size="small" variant="text" color="accent"
prepend-icon="mdi-shuffle-variant" :loading="seeding"
@click="reseed"
>Random image</v-btn>
</div>
</nav>
<v-alert v-if="store.error" type="error" variant="tonal" class="ma-3">
Failed to load: {{ store.error }}
</v-alert>
<!-- Three panes: neighbours | viewer | tag rail. The image modal,
unfolded into a persistent surface so tagging while rabbit-holing is
fast (operator concept 2026-06-26). -->
<div class="fc-ex__panes">
<!-- LEFT: visual neighbours; click to walk. -->
<aside class="fc-ex__neighbors" aria-label="Visual neighbours">
<h3 class="fc-ex__rail-title">
Neighbours
<span v-if="store.neighbors.length" class="fc-muted">({{ store.neighbors.length }})</span>
</h3>
<div v-if="store.loading && !store.neighbors.length" class="fc-ex__grid">
<div v-for="n in 8" :key="n" class="fc-ex__skel" />
</div>
<p
v-else-if="store.anchor && !store.anchor.has_embedding"
class="fc-ex__note fc-muted"
>
No visual embedding yet (videos / not-yet-processed images), so
there are no neighbours to walk.
</p>
<p v-else-if="!store.neighbors.length" class="fc-ex__note fc-muted">
No visual neighbours found.
</p>
<div v-else class="fc-ex__grid">
<button
v-for="img in store.neighbors" :key="img.id"
class="fc-ex__tile" type="button"
:title="`Walk to image ${img.id}`"
@click="goTo(img.id)"
>
<img :src="img.thumbnail_url" :alt="`Neighbour ${img.id}`" loading="lazy" />
</button>
</div>
</aside>
<!-- CENTER: the focused image (light viewer) + meta. -->
<section class="fc-ex__viewer">
<div class="fc-ex__canvas">
<ImageCanvas
v-if="store.anchor"
:key="store.anchor.id"
:src="store.anchor.image_url"
:alt="`Image ${store.anchor.id}`"
/>
</div>
<div v-if="store.anchor" class="fc-ex__viewer-foot">
<div class="fc-ex__artist">{{ store.anchor.artist?.name || 'Unknown artist' }}</div>
<ImageMetaBar :image="store.anchor" />
<v-btn
size="small" variant="text" color="accent"
prepend-icon="mdi-arrow-expand-all" @click="openInViewer(store.anchor.id)"
>Open full viewer</v-btn>
</div>
</section>
<!-- RIGHT: provenance (post/source often names the character) above
the modal's tag rail, both hosted on the anchor. -->
<aside class="fc-ex__rail" aria-label="Provenance and tags for the focused image">
<template v-if="store.currentImageId != null">
<ProvenancePanel :image-id="store.currentImageId" :image="store.anchor" />
<TagPanel ref="tagPanelRef" :host="store" />
</template>
</aside>
</div>
</template>
</div>
</template>
<script setup>
import { computed, nextTick, onMounted, onUnmounted, ref, watch } from 'vue'
import { useRoute, useRouter } from 'vue-router'
import { useApi } from '../composables/useApi.js'
import { useExploreStore } from '../stores/explore.js'
import { useModalStore } from '../stores/modal.js'
import { useHeadTraining } from '../composables/useHeadTraining.js'
import { isTextEntry } from '../utils/textEntry.js'
import ImageCanvas from '../components/modal/ImageCanvas.vue'
import ImageMetaBar from '../components/modal/ImageMetaBar.vue'
import ProvenancePanel from '../components/modal/ProvenancePanel.vue'
import TagPanel from '../components/modal/TagPanel.vue'
const route = useRoute()
const router = useRouter()
const api = useApi()
const store = useExploreStore()
const modal = useModalStore()
const anchorId = computed(() => route.params.imageId || null)
const seeding = ref(false)
const seedError = ref(null)
const tagPanelRef = ref(null)
// Inline head-retrain (shared with the Settings card) so banking your latest
// +/- feedback is one click while you walk content.
const {
running: headsRunning, busy: headsBusy, train: trainHeads,
start: startHeads, stop: stopHeads,
} = useHeadTraining()
// Auto-focus the tag input after any action so tagging needs no extra click —
// the whole point of the workspace (operator-asked 2026-06-26). nextTick waits
// for the post-navigation re-render, then rAF lands the focus AFTER paint so a
// neighbour/breadcrumb click that re-renders the grid can't steal it back.
// Reuses TagPanel/TagAutocomplete's focus, which keeps its mobile guard (no
// soft-keyboard pop on touch).
function refocusTag () {
nextTick(() => requestAnimationFrame(() => tagPanelRef.value?.focusTagInput?.()))
}
// Every focused-image change (seed + every walk: neighbour click, breadcrumb,
// Random image).
watch(() => store.currentImageId, (id) => { if (id != null) refocusTag() })
// The route is the source of truth. With an anchor, walk it; without one (the
// bare /explore nav entry) seed a RANDOM image so the tab kick-starts a rabbit
// hole instead of dead-ending on an empty state (operator-confirmed 2026-06-26).
watch(
anchorId,
(id) => {
if (id) { store.anchorOn(id); return }
store.reset()
seedRandom()
},
{ immediate: true },
)
async function seedRandom () {
if (seeding.value) return
seeding.value = true
seedError.value = null
try {
const body = await api.get('/api/showcase', { params: { limit: 1 } })
const img = body.images?.[0]
if (!img) {
seedError.value = 'Your library has no images to explore yet.'
return
}
router.replace({ name: 'explore', params: { imageId: String(img.id) } })
} catch (e) {
seedError.value = e.message
} finally {
seeding.value = false
}
}
// "Random image" jumps to a fresh seed from anywhere in the walk.
function reseed () {
router.push({ name: 'explore' })
// If already on bare /explore the param watch won't refire, so seed directly.
if (!anchorId.value) seedRandom()
}
function goTo (id) {
if (Number(id) === Number(anchorId.value)) return
router.push({ name: 'explore', params: { imageId: String(id) } })
}
function openInViewer (id) { modal.open(id) }
// Keyboard: T or "/" jumps to the tag input (modal-parity); ←/→ walk the
// breadcrumb trail — ← steps back, → goes forward to an already-visited item
// or, with no forward history, jumps to a random neighbour (keep rabbit-holing).
function onKeyDown (ev) {
if (ev.metaKey || ev.ctrlKey || ev.altKey) return
const inText = isTextEntry(ev.target)
if (ev.key === 't' || ev.key === '/') {
if (!inText) {
const input = document.querySelector('.fc-tag-autocomplete input')
if (input) { ev.preventDefault(); input.focus() }
}
return
}
if (ev.key !== 'ArrowLeft' && ev.key !== 'ArrowRight') return
// The tag input auto-focuses after every walk, so also allow navigation while
// it's focused-but-EMPTY (the caret has nowhere to go) — otherwise arrow-nav
// would dead-end after one step. Once a tag is being typed, arrows move the
// caret instead.
const t = ev.target
const inEmptyTagInput =
inText && t.value === '' && t.closest?.('.fc-tag-autocomplete')
if (inText && !inEmptyTagInput) return
const id = ev.key === 'ArrowLeft' ? store.backTarget() : store.forwardTarget()
if (id != null) { ev.preventDefault(); goTo(id) }
}
onMounted(() => {
document.addEventListener('keydown', onKeyDown)
startHeads() // reflect a run already in flight (e.g. the nightly one)
})
onUnmounted(() => {
document.removeEventListener('keydown', onKeyDown)
stopHeads()
})
</script>
<style scoped>
.fc-muted { color: rgb(var(--v-theme-on-surface-variant)); }
/* Full-height workspace under the sticky top nav. */
.fc-ex {
display: flex; flex-direction: column;
height: calc(100vh - 64px);
min-height: 0;
}
.fc-ex__center-state {
margin: auto; max-width: 520px; text-align: center;
display: flex; flex-direction: column; align-items: center; gap: 14px;
padding: 32px;
}
.fc-ex__empty-title { font-family: 'Fraunces', Georgia, serif; font-weight: 500; }
.fc-ex__empty-body { color: rgb(var(--v-theme-on-surface-variant)); }
.fc-ex__trail {
display: flex; gap: 6px; align-items: center; flex-wrap: wrap;
padding: 8px 12px; flex: 0 0 auto;
}
.fc-ex__crumb {
width: 40px; height: 40px; border-radius: 8px; overflow: hidden;
border: 2px solid transparent; cursor: pointer; padding: 0;
background: rgb(var(--v-theme-surface-light)); flex: 0 0 auto;
}
.fc-ex__crumb img { width: 100%; height: 100%; object-fit: cover; }
.fc-ex__crumb--current { border-color: rgb(var(--v-theme-accent)); }
.fc-ex__crumb:focus-visible { outline: 2px solid rgb(var(--v-theme-accent)); outline-offset: 1px; }
.fc-ex__trail-actions {
margin-left: auto; display: flex; align-items: center; gap: 4px; flex: 0 0 auto;
}
/* The three panes fill the remaining height; each scrolls on its own.
grid-template-rows: minmax(0, 1fr) BOUNDS the single row to the container
height — without it the row is `auto` and a tall pane (Provenance + Tags +
a long Suggestions list) grows the row past the fixed-height view, spilling
over and scrolling the whole page (the weird top gap). Bounded, the panes'
own overflow-y:auto kicks in and they scroll internally instead. */
.fc-ex__panes {
flex: 1 1 auto; min-height: 0;
display: grid;
grid-template-columns: 340px minmax(0, 1fr) var(--fc-side-w, 320px);
grid-template-rows: minmax(0, 1fr);
gap: 1px;
background: rgb(var(--v-theme-surface-light));
}
.fc-ex__neighbors {
background: rgb(var(--v-theme-background));
overflow-y: auto; padding: 12px;
}
.fc-ex__rail-title {
font-size: 14px; font-weight: 600; margin: 2px 0 10px;
}
.fc-ex__grid {
display: grid; grid-template-columns: repeat(auto-fill, minmax(148px, 1fr));
gap: 8px;
}
.fc-ex__tile {
aspect-ratio: 1; border-radius: 8px; overflow: hidden; padding: 0;
border: 2px solid transparent; cursor: pointer;
background: rgb(var(--v-theme-surface-light));
}
.fc-ex__tile img { width: 100%; height: 100%; object-fit: cover; display: block; }
.fc-ex__tile:hover { border-color: rgba(var(--v-theme-accent), 0.6); }
.fc-ex__tile:focus-visible { outline: 2px solid rgb(var(--v-theme-accent)); outline-offset: 1px; }
.fc-ex__skel {
aspect-ratio: 1; border-radius: 8px;
background: rgb(var(--v-theme-surface-light)); animation: fc-pulse 1.4s ease-in-out infinite;
}
.fc-ex__note { padding: 16px 4px; }
/* Center viewer. */
.fc-ex__viewer {
background: rgb(20, 23, 26);
display: flex; flex-direction: column; min-width: 0; min-height: 0;
}
.fc-ex__canvas { flex: 1 1 auto; display: flex; min-height: 0; min-width: 0; }
.fc-ex__viewer-foot {
flex: 0 0 auto;
border-top: 1px solid rgb(var(--v-theme-surface-light));
padding-bottom: 10px;
}
.fc-ex__artist { padding: 10px 16px 0; font-weight: 600; }
/* Right rail = the modal's tag panel, hosted on the anchor. */
.fc-ex__rail {
background: rgb(var(--v-theme-surface));
overflow-y: auto;
}
.fc-ex__spinner {
width: 64px; height: 64px; border-radius: 50%;
border: 5px solid rgb(var(--v-theme-accent), 0.16);
border-top-color: rgb(var(--v-theme-accent));
animation: fc-ex-spin 0.95s cubic-bezier(0.5, 0.1, 0.5, 0.9) infinite;
}
@keyframes fc-ex-spin { to { transform: rotate(360deg); } }
@keyframes fc-pulse { 0%, 100% { opacity: 0.5; } 50% { opacity: 0.9; } }
@media (prefers-reduced-motion: reduce) { .fc-ex__spinner { animation-duration: 3s; } }
/* Narrow: stack viewer → tags → neighbours, page scrolls. */
@media (max-width: 1100px) {
.fc-ex { height: auto; }
.fc-ex__panes {
grid-template-columns: 1fr;
/* Stacked: let each pane take its natural height and the page scroll. */
grid-template-rows: none;
background: transparent;
}
.fc-ex__viewer { order: -1; min-height: 60vh; }
.fc-ex__neighbors { order: 1; }
}
</style>