import { useEffect, useMemo, useState } from 'react'
import { useNavigate } from 'react-router-dom'
import { ChevronRight, ExternalLink, Info } from 'lucide-react'
import { useRankedCandidates, useRequirements, useSamOpportunities } from '../lib/queries'
import type { OpportunityFilters, RequirementListView, SamOpportunity } from '../lib/types'
import { Badge, Panel } from '../components/ui'
import { bandColor, clearanceLabel, fmtDate, GALAPAGOS, num } from '../lib/format'

const selectCls =
  'rounded-lg border border-line/70 bg-navy-900 px-3 py-2 text-sm text-ink outline-none focus:border-blue min-w-[24rem]'

// The screen flow opens on the relevant, non empty Galapagos slice: their NAICS with Air Force and
// Space Force as the customers. (The strict 8A plus HI, NM intersection is often empty in real data.)
const pickerFilters: OpportunityFilters = {
  naics: [...GALAPAGOS.naics],
  sub_agency: ['AIR FORCE', 'SPACE FORCE'],
  active_only: true,
  limit: 100,
}

// Map an opportunity to a representative demo requirement so the engine can score synthetic candidates
// with real, structured criteria. SAM notices don't carry structured clearance/skill specs, so this
// is an explicit, labeled demo bridge, not derived clearance.
const KEYWORDS: string[][] = [
  ['cyber', 'security', 'defensive', 'soc'],
  ['intel', 'sigint', 'analyst', 'intelligence'],
  ['data', 'machine learning', ' ai ', 'scientist'],
  ['cloud', 'devops', 'aws', 'azure'],
  ['software', 'developer', 'engineer', 'programming'],
  ['network', 'systems', 'infrastructure', 'architect'],
]
function pickRequirement(opp: SamOpportunity | undefined, reqs: RequirementListView[]): RequirementListView | null {
  if (!reqs.length) return null
  const t = (opp?.title ?? '').toLowerCase()
  for (const words of KEYWORDS) {
    if (words.some((w) => t.includes(w.trim()))) {
      const match = reqs.find((r) => words.some((w) => r.title.toLowerCase().includes(w.trim())))
      if (match) return match
    }
  }
  return reqs[0]
}

function MiniRing({ value, color }: { value: number; color: string }) {
  const r = 22
  const c = 2 * Math.PI * r
  return (
    <div className="relative grid size-[58px] place-items-center">
      <svg width="58" height="58" className="-rotate-90">
        <circle cx="29" cy="29" r={r} fill="none" stroke="#13314f" strokeWidth="6" />
        <circle
          cx="29"
          cy="29"
          r={r}
          fill="none"
          stroke={color}
          strokeWidth="6"
          strokeLinecap="round"
          strokeDasharray={c}
          strokeDashoffset={c * (1 - value / 100)}
        />
      </svg>
      <span className="absolute text-[13px] font-bold tabular-nums">{value.toFixed(0)}</span>
    </div>
  )
}

export function ScreeningQueue() {
  const opportunities = useSamOpportunities(pickerFilters)
  const requirements = useRequirements()
  const [noticeId, setNoticeId] = useState('')
  const nav = useNavigate()

  const opps = useMemo(() => opportunities.data ?? [], [opportunities.data])
  useEffect(() => {
    // Re-anchor to the first opportunity on initial load OR when a refetch drops the selected notice
    // (otherwise the picker shows a blank selection) [review FE-2].
    if (opps.length && (!noticeId || !opps.some((o) => o.notice_id === noticeId))) {
      setNoticeId(opps[0].notice_id)
    }
  }, [opps, noticeId])

  const selectedOpp = opps.find((o) => o.notice_id === noticeId)
  const repReq = pickRequirement(selectedOpp, requirements.data ?? [])
  const ranked = useRankedCandidates(repReq?.id ?? null)

  return (
    <div className="space-y-4">
      <Panel className="space-y-3 p-4">
        <label className="flex flex-col gap-1.5">
          <span className="text-[11px] font-bold uppercase tracking-wider text-muted">
            Screen against a live SAM.gov opportunity
          </span>
          <select className={selectCls} value={noticeId} onChange={(e) => setNoticeId(e.target.value)}>
            {opps.length === 0 && <option value="">No cached opportunities, run the SAM sync</option>}
            {opps.map((o) => (
              <option key={o.notice_id} value={o.notice_id}>
                {o.title || o.solicitation_number || o.notice_id}
                {o.sub_agency ? ` · ${o.sub_agency}` : ''}
              </option>
            ))}
          </select>
        </label>

        {selectedOpp && (
          <div className="flex flex-wrap items-center gap-x-4 gap-y-1 text-xs text-faint">
            <span>
              <span className="text-muted">Sol#</span> {selectedOpp.solicitation_number || 'n/a'}
            </span>
            <span>
              <span className="text-muted">NAICS</span> {selectedOpp.naics_code || 'n/a'}
            </span>
            {selectedOpp.set_aside_code && (
              <Badge color="var(--color-gold)" subtle>
                {selectedOpp.set_aside_code}
              </Badge>
            )}
            <span>
              <span className="text-muted">Response due</span> {fmtDate(selectedOpp.response_deadline)}
            </span>
            {selectedOpp.ui_link && (
              <a
                href={selectedOpp.ui_link}
                target="_blank"
                rel="noopener noreferrer"
                className="inline-flex items-center gap-1 text-blue-soft hover:underline"
              >
                View on SAM.gov <ExternalLink size={11} />
              </a>
            )}
          </div>
        )}

        {repReq && (
          <p className="flex items-start gap-1.5 rounded-lg bg-navy-950/50 px-3 py-2 text-[11px] leading-relaxed text-faint">
            <Info size={13} className="mt-0.5 shrink-0 text-blue-soft" />
            <span>
              Candidate scoring runs against a representative cleared role, <span className="text-muted">{repReq.title}</span>{' '}
              (demo requirement). Clearance shown is a self-reported / detected indicator, <span className="text-muted">not verified</span>.
              Candidates are <span className="text-muted">Demo data</span>; opportunities are live from SAM.gov.
            </span>
          </p>
        )}
      </Panel>

      <Panel
        title="Candidate Screening Queue"
        hint={`${ranked.data?.length ?? 0} candidates · ranked by Mission Readiness`}
      >
        {opps.length === 0 ? (
          <p className="py-6 text-center text-muted">
            No cached opportunities to screen against. Run the SAM sync to populate the feed.
          </p>
        ) : ranked.isLoading ? (
          <p className="py-6 text-center text-muted">Scoring candidates…</p>
        ) : (
          <ul className="space-y-2">
            {ranked.data?.map((c) => {
              const color = bandColor(c.band)
              return (
                <li
                  key={c.candidate_id}
                  onClick={() => repReq && nav(`/evaluate/${c.candidate_id}/${repReq.id}`)}
                  className="flex cursor-pointer items-center gap-4 rounded-xl border border-line/60 bg-surface/70 px-4 py-3 transition hover:border-blue/60 hover:bg-navy-800/50"
                >
                  <div className="grid size-11 shrink-0 place-items-center rounded-xl bg-blue/25 text-sm font-bold text-blue-soft">
                    {c.full_name
                      .split(' ')
                      .map((p) => p[0])
                      .slice(0, 2)
                      .join('')}
                  </div>
                  <div className="min-w-0 flex-1">
                    <div className="font-semibold">{c.full_name}</div>
                    <div className="text-xs text-muted">
                      {clearanceLabel[c.clearance_level] ?? c.clearance_level} (self-reported) · {c.years_experience} yrs
                      {c.location ? ` · ${c.location}` : ''}
                    </div>
                  </div>
                  <Badge color={color} subtle>
                    {c.status}
                  </Badge>
                  <MiniRing value={num(c.score)} color={color} />
                  <ChevronRight size={18} className="text-faint" />
                </li>
              )
            })}
          </ul>
        )}
      </Panel>
    </div>
  )
}