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923 924 925 926 927 928 929 930 931 932 933 934 935 936 937 938 939 940 941 942 943 944 945 946 947 948 949 950 951 952 953 954 955 956 957 958 959 960 961 962 963 964 965 966 967 968 969 970 971 972 973 974 975 976 977 978 979 980 981 982 983 984 985 986 987 988 989 990 991 992 993 994 995 996 997 998 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 | """World Cup Prediction Agent — Web UI.
FastAPI app deployed on HF Spaces. Renders HTML directly (no Jinja2).
"""
import json
import subprocess
from datetime import datetime, timezone
from pathlib import Path
import markdown
from fastapi import FastAPI, HTTPException
from fastapi.responses import HTMLResponse
BASE = Path(__file__).parent
app = FastAPI(title="World Cup Prediction Agent")
# FIFA 3-letter → ISO 2-letter → flag emoji
_FIFA_TO_ISO2 = {
"NED": "NL", "JPN": "JP", "CIV": "CI", "ECU": "EC", "SWE": "SE",
"TUN": "TN", "ESP": "ES", "CPV": "CV", "BEL": "BE", "EGY": "EG",
"KSA": "SA", "URU": "UY", "IRN": "IR", "NZL": "NZ", "FRA": "FR",
"SEN": "SN", "IRQ": "IQ", "NOR": "NO", "ARG": "AR", "ALG": "DZ",
"AUT": "AT", "JOR": "JO", "POR": "PT", "COD": "CD", "ENG": "GB",
"GHA": "GH", "PAN": "PA", "UZB": "UZ", "COL": "CO", "CZE": "CZ",
"RSA": "ZA", "SUI": "CH", "BIH": "BA", "CAN": "CA", "QAT": "QA",
"MEX": "MX", "KOR": "KR", "USA": "US", "AUS": "AU", "SCO": "GB",
"MAR": "MA", "BRA": "BR", "HAI": "HT", "TUR": "TR", "PAR": "PY",
"GER": "DE", "CUW": "CW", "CRO": "HR", "CRC": "CR", "IRE": "IE",
"WLS": "GB", "DEN": "DK", "SRB": "RS", "POL": "PL", "SLO": "SI",
"ROM": "RO", "HUN": "HU", "SVK": "SK", "GRE": "GR", "BUL": "BG",
"CHL": "CL", "PER": "PE", "BOL": "BO", "VEN": "VE", "HON": "HN",
"CUB": "CU", "JAM": "JM", "TRI": "TT", "CMR": "CM", "NGA": "NG",
"MLI": "ML", "BFA": "BF", "GUI": "GN", "COG": "CG", "BEN": "BJ",
"ZIM": "ZW", "ZAM": "ZM", "MOZ": "MZ", "ANG": "AO", "ETH": "ET",
"TAN": "TZ", "UGA": "UG", "RWA": "RW", "CTA": "CF", "GAB": "GA",
"IRQ": "IQ", "UAE": "AE", "KUW": "KW", "BHR": "BH", "OMA": "OM",
"YEM": "YE", "SYR": "SY", "LIB": "LB", "PAL": "PS", "AFG": "AF",
"IND": "IN", "BAN": "BD", "PAK": "PK", "SRI": "LK", "NEP": "NP",
"THA": "TH", "VIE": "VN", "IDN": "ID", "MAS": "MY", "PHI": "PH",
"CHN": "CN", "TPE": "TW", "HKG": "HK", "MAC": "MO", "MGL": "MN",
"RUS": "RU", "UKR": "UA", "BLR": "BY", "KAZ": "KZ", "GEO": "GE",
"ARM": "AM", "AZE": "AZ", "MDA": "MD", "LTU": "LT", "LAT": "LV",
"EST": "EE", "FIN": "FI", "ISL": "IS", "IRL": "IE", "NIG": "NE",
}
def _flag(code: str) -> str:
"""Return flag emoji for a FIFA team code, or empty string."""
iso2 = _FIFA_TO_ISO2.get(code.upper(), "")
if not iso2 or len(iso2) != 2:
return ""
return "".join(chr(0x1F1E6 + ord(c) - ord("A")) for c in iso2.upper())
def _pick_display(pick: str, home: str, away: str) -> str:
"""Translate home/away/draw to team code."""
if pick == "home":
return home
if pick == "away":
return away
return "DRAW"
def _team(code: str) -> str:
"""Team code with flag emoji."""
flag = _flag(code)
return f"{flag} {code}" if flag else code
def _team_names() -> dict[str, str]:
"""FIFA code → full country name from schedule.json."""
names: dict[str, str] = {}
for f in _load("schedule.json", []):
if f.get("home") and f.get("home_name"):
names[f["home"]] = f["home_name"]
if f.get("away") and f.get("away_name"):
names[f["away"]] = f["away_name"]
return names
def _team_full(code: str, names: dict[str, str] | None = None) -> str:
"""Team with flag emoji and full country name."""
flag = _flag(code)
name = (names or {}).get(code.upper(), "")
if name:
return f"{flag} {name}" if flag else name
return _team(code)
def _pick_display_full(pick: str, home: str, away: str, names: dict[str, str]) -> str:
"""Translate home/away/draw to full team label."""
if pick == "home":
return _team_full(home, names)
if pick == "away":
return _team_full(away, names)
return "DRAW"
def _prob_summary(pred: dict, home: str, away: str) -> str:
"""Win probability line when model outputs HOME/DRAW/AWAY percentages."""
probs = pred.get("probabilities") or {}
if not probs:
return ""
h = probs.get("home", "?")
d = probs.get("draw", "?")
a = probs.get("away", "?")
return f"model {h}%/{d}%/{a}% ({home}/{d}/{away})"
CSS = """
<style>
* { box-sizing: border-box; margin: 0; padding: 0; }
body { background: #0d0d0d; color: #e0e0e0; font-family: 'JetBrains Mono', 'Fira Code', monospace; font-size: 14px; line-height: 1.6; }
a { color: #4dabf7; text-decoration: none; }
a:hover { text-decoration: underline; }
.container { max-width: 900px; margin: 0 auto; padding: 24px 16px; }
header { border-bottom: 1px solid #333; padding-bottom: 16px; margin-bottom: 24px; }
header h1 { font-size: 20px; color: #fff; }
h2 { font-size: 13px; color: #aaa; text-transform: uppercase; letter-spacing: 1px; margin-bottom: 12px; border-bottom: 1px solid #222; padding-bottom: 6px; }
.section { margin-bottom: 32px; }
.match-card { background: #111; border: 1px solid #2a2a2a; border-radius: 6px; margin-bottom: 16px; overflow: hidden; }
.match-header { padding: 12px 16px; display: flex; justify-content: space-between; align-items: center; background: #161616; border-bottom: 1px solid #222; }
.match-title { font-size: 15px; font-weight: bold; color: #fff; }
.match-time { font-size: 11px; color: #555; }
.badge { display: inline-block; padding: 2px 8px; border-radius: 3px; font-size: 11px; font-weight: bold; }
.badge.correct { background: #1a3a1a; color: #4caf50; border: 1px solid #4caf50; }
.badge.incorrect { background: #3a1a1a; color: #f44336; border: 1px solid #f44336; }
.badge.pending { background: #1a1a3a; color: #888; border: 1px solid #444; }
.badge.awaiting-prediction { background: #1a1a2a; color: #9e9e9e; border: 1px solid #444; }
.badge.predicted { background: #1a2a3a; color: #4dabf7; border: 1px solid #4dabf7; }
.badge.live { background: #1a2a1a; color: #66bb6a; border: 1px solid #66bb6a; }
.badge.awaiting-reflect { background: #2a2210; color: #f9a825; border: 1px solid #f9a825; }
.badge.reflected-correct { background: #1a3a1a; color: #4caf50; border: 1px solid #4caf50; }
.badge.reflected-incorrect { background: #3a1a1a; color: #f44336; border: 1px solid #f44336; }
.pipeline { display: flex; align-items: stretch; gap: 8px; margin-bottom: 28px; flex-wrap: wrap; }
.pipeline-step { flex: 1; min-width: 140px; background: #111; border: 1px solid #2a2a2a; border-radius: 6px; padding: 12px 14px; }
.pipeline-step .count { display: block; font-size: 22px; font-weight: bold; color: #fff; line-height: 1.2; }
.pipeline-step .label { font-size: 11px; color: #888; margin-top: 2px; }
.pipeline-step.active { border-color: #4dabf7; background: #0f1a24; }
.pipeline-arrow { color: #333; align-self: center; font-size: 18px; padding: 0 2px; }
.section-desc { font-size: 12px; color: #555; margin: -8px 0 14px; line-height: 1.5; }
.status-line { font-size: 11px; color: #666; margin-top: 3px; }
.empty-section { color: #444; font-style: italic; font-size: 12px; padding: 8px 0 16px; }
.match-body { padding: 12px 16px; }
.pred-row { display: flex; gap: 24px; margin-bottom: 10px; flex-wrap: wrap; }
.pred-item .label { font-size: 10px; color: #555; text-transform: uppercase; }
.pred-item .value { font-size: 14px; color: #e0e0e0; }
.pred-item .value.pick { font-size: 16px; font-weight: bold; color: #fff; }
.reasoning { font-size: 12px; color: #888; font-style: italic; margin-bottom: 10px; }
.x402-label { font-size: 10px; color: #555; text-transform: uppercase; margin: 8px 0 4px; }
table.x402 { width: 100%; border-collapse: collapse; font-size: 12px; }
table.x402 th { text-align: left; color: #555; font-weight: normal; padding: 3px 6px; border-bottom: 1px solid #222; }
table.x402 td { padding: 4px 6px; color: #aaa; border-bottom: 1px solid #1a1a1a; vertical-align: top; }
table.x402 td.url { color: #4dabf7; font-size: 11px; word-break: break-all; max-width: 300px; }
table.x402 td.cost { color: #f9a825; white-space: nowrap; }
.no-data { font-size: 12px; color: #444; font-style: italic; }
.result-bar { margin-top: 10px; padding: 8px 12px; border-radius: 4px; font-size: 13px; }
.result-bar.correct { background: #0d1f0d; border-left: 3px solid #4caf50; }
.result-bar.incorrect { background: #1f0d0d; border-left: 3px solid #f44336; }
.result-score { font-weight: bold; color: #fff; }
.eval-text { font-size: 12px; color: #666; margin-top: 6px; }
.detail-link { font-size: 11px; color: #555; margin-top: 8px; display: block; }
.upcoming-item { background: #161616; border: 1px solid #2a2a2a; border-radius: 4px; padding: 8px 12px; display: flex; justify-content: space-between; margin-bottom: 6px; }
.strategy-box { background: #111; border: 1px solid #2a2a2a; border-radius: 6px; padding: 16px; }
pre { white-space: pre-wrap; word-wrap: break-word; color: #bbb; font-size: 13px; }
.strategy-md { color: #bbb; font-size: 13px; line-height: 1.7; }
.strategy-md p { margin: 6px 0; }
.strategy-md h1, .strategy-md h2, .strategy-md h3 { color: #e0e0e0; margin: 12px 0 6px; font-size: 13px; text-transform: uppercase; letter-spacing: 0.5px; border-bottom: 1px solid #2a2a2a; padding-bottom: 4px; }
.strategy-md strong { color: #fff; }
.strategy-md ul, .strategy-md ol { padding-left: 20px; margin: 4px 0; }
.strategy-md li { margin: 2px 0; }
.strategy-md a { color: #4dabf7; }
.full-text { font-size: 12px; color: #aaa; white-space: pre-wrap; background: #0a0a0a; border: 1px solid #1e1e1e; border-radius: 4px; padding: 12px; max-height: 400px; overflow-y: auto; }
.full-text.strategy-md { white-space: normal; }
.nav { margin-bottom: 20px; font-size: 13px; }
.layout { display: flex; gap: 0; min-height: calc(100vh - 48px); }
.sidebar { width: 200px; flex-shrink: 0; border-right: 1px solid #222; padding: 20px 0 24px 16px; position: sticky; top: 0; align-self: flex-start; max-height: 100vh; overflow-y: auto; }
.sidebar-group { margin-bottom: 20px; }
.sidebar-label { font-size: 10px; color: #555; text-transform: uppercase; letter-spacing: 1px; margin-bottom: 8px; padding-right: 12px; }
.sidebar-link { display: flex; align-items: center; justify-content: space-between; gap: 8px; padding: 6px 12px 6px 10px; margin-right: 8px; border-radius: 4px; font-size: 12px; color: #888; text-decoration: none; border-left: 2px solid transparent; }
.sidebar-link:hover { color: #e0e0e0; background: #161616; text-decoration: none; }
.sidebar-link.active { color: #4dabf7; border-left-color: #4dabf7; background: #0f1a24; }
.sidebar-link.live-link { color: #66bb6a; }
.sidebar-link.live-link:hover { color: #81c784; background: #0f1a0f; }
.sidebar-link.live-link.active { color: #66bb6a; border-left-color: #66bb6a; background: #0f1a0f; }
.sidebar-count { font-size: 10px; color: #555; background: #1a1a1a; border: 1px solid #2a2a2a; border-radius: 10px; padding: 1px 7px; min-width: 20px; text-align: center; }
.sidebar-link.active .sidebar-count { color: #4dabf7; border-color: #2a3a4a; }
.sidebar-link.live-link .sidebar-count { color: #66bb6a; border-color: #2a3a2a; }
.main { flex: 1; min-width: 0; padding: 24px 16px 24px 24px; max-width: 900px; }
.container.layout-wrap { max-width: none; padding: 0; margin: 0; }
.container.layout-wrap > header { padding: 24px 16px 16px 24px; margin-bottom: 0; border-bottom: 1px solid #333; }
.section { scroll-margin-top: 16px; }
@media (max-width: 768px) {
.layout { flex-direction: column; }
.sidebar { width: 100%; position: sticky; top: 0; z-index: 20; background: #0d0d0d; border-right: none; border-bottom: 1px solid #222; padding: 12px 12px 10px; max-height: none; overflow-x: auto; overflow-y: hidden; display: flex; gap: 16px; }
.sidebar-group { display: flex; align-items: center; gap: 6px; margin-bottom: 0; flex-shrink: 0; }
.sidebar-label { display: none; }
.sidebar-link { white-space: nowrap; margin-right: 0; padding: 6px 10px; border-left: none; border-bottom: 2px solid transparent; }
.sidebar-link.active { border-left-color: transparent; border-bottom-color: #4dabf7; }
.sidebar-link.live-link.active { border-bottom-color: #66bb6a; }
.main { padding: 16px; max-width: none; }
.container.layout-wrap > header { padding: 16px; }
}
details summary::-webkit-details-marker { display: none; }
details summary { outline: none; }
details[open] .match-header { border-bottom: 1px solid #222; }
details[open] summary span.chevron { transform: rotate(180deg); display: inline-block; }
.tooltip-wrap { position: relative; display: inline-block; cursor: help; border-bottom: 1px dashed #555; }
.tooltip-wrap .tooltip-box { visibility: hidden; opacity: 0; background: #1e1e1e; color: #ccc; font-size: 11px; line-height: 1.5; border: 1px solid #333; border-radius: 4px; padding: 8px 10px; position: absolute; z-index: 10; bottom: 125%; left: 50%; transform: translateX(-50%); width: 260px; pointer-events: none; transition: opacity 0.15s; white-space: normal; font-weight: normal; font-style: normal; }
.tooltip-wrap:hover .tooltip-box { visibility: visible; opacity: 1; }
</style>
"""
def _load(filename, default):
p = BASE / filename
if not p.exists():
return default
try:
return json.loads(p.read_text())
except Exception:
return default
def _load_text(filename):
p = BASE / filename
return p.read_text() if p.exists() else ""
_STAGE_ORDER = ["Group Stage", "Round Of 32", "Round Of 16", "Quarterfinals", "Semifinals", "Final"]
def _stage_indicator(schedule: list, results: list) -> str:
"""Return HTML for a tournament stage progress indicator."""
now = datetime.now(timezone.utc)
predicted = {(r["home"], r["away"]) for r in results}
# Count past/future per stage; find current stage (earliest with future unpredicted games)
stage_stats: dict[str, dict] = {}
for f in schedule:
k = f.get("kickoff_utc", "")
try:
dt = datetime.fromisoformat(k.replace("Z", "+00:00"))
except Exception:
continue
st = f.get("stage", "")
if not st:
continue
s = stage_stats.setdefault(st, {"total": 0, "past": 0, "future_unpredicted": 0})
s["total"] += 1
if dt <= now:
s["past"] += 1
elif (f["home"], f["away"]) not in predicted:
s["future_unpredicted"] += 1
# Determine which stages exist in this schedule (in order)
present_stages = [s for s in _STAGE_ORDER if s in stage_stats]
if not present_stages:
return ""
# Current stage = first one that still has future unpredicted matches
current_stage = next(
(s for s in present_stages if stage_stats[s]["future_unpredicted"] > 0),
present_stages[-1],
)
# Build pipeline HTML
pills = ""
for i, st in enumerate(present_stages):
stats = stage_stats[st]
is_current = st == current_stage
is_done = present_stages.index(st) < present_stages.index(current_stage)
if is_current:
played = stats["past"]
total = stats["total"]
pct = int(played / total * 100) if total else 0
bg = "#1a2a3a"
border = "#4dabf7"
color = "#4dabf7"
label = f'<span style="font-weight:bold;color:#4dabf7;">{st}</span> <span style="color:#555;font-size:10px;">{played}/{total} played</span>'
progress = f'<div style="height:2px;background:#0a1a2a;border-radius:1px;margin-top:4px;"><div style="width:{pct}%;height:2px;background:#4dabf7;border-radius:1px;"></div></div>'
elif is_done:
bg = "#0d1a0d"
border = "#2a3a2a"
color = "#4caf50"
label = f'<span style="color:#4caf50;">✓ {st}</span>'
progress = ""
else:
bg = "#111"
border = "#222"
color = "#444"
label = f'<span style="color:#444;">{st}</span>'
progress = ""
connector = '<div style="color:#333;align-self:center;padding:0 4px;font-size:12px;">›</div>' if i < len(present_stages) - 1 else ""
pills += f'<div style="background:{bg};border:1px solid {border};border-radius:4px;padding:6px 10px;min-width:100px;flex:1;"><div style="font-size:11px;">{label}</div>{progress}</div>{connector}'
return f'<div style="display:flex;align-items:stretch;gap:0;margin-bottom:14px;flex-wrap:wrap;gap:4px;">{pills}</div>'
def _dedupe_results(results: list) -> list:
"""Keep the best entry per fixture — prefer reflected over unreflected."""
latest: dict[tuple, dict] = {}
for r in results:
key = (r.get("home"), r.get("away"))
prev = latest.get(key)
if prev is None:
latest[key] = r
elif r.get("reflected") and not prev.get("reflected"):
latest[key] = r
elif prev.get("reflected") and not r.get("reflected"):
continue
else:
latest[key] = r
return list(latest.values())
def _kickoff_dt(r_or_fixture) -> datetime | None:
k = r_or_fixture.get("kickoff") or r_or_fixture.get("kickoff_utc") or ""
try:
return datetime.fromisoformat(k.replace("Z", "+00:00"))
except Exception:
return None
def _upcoming(schedule, results):
now = datetime.now(timezone.utc)
predicted = {(r["home"], r["away"]) for r in results}
out = []
for f in schedule:
dt = _kickoff_dt(f)
if dt is None:
continue
if dt > now and (f["home"], f["away"]) not in predicted:
out.append((dt, f))
sorted_all = [f for _, f in sorted(out, key=lambda x: x[0])]
return sorted_all[:8], len(sorted_all)
def _match_state(r: dict) -> dict:
"""Classify a predicted match: reflected, or awaiting reflection (with sub-status)."""
if r.get("reflected"):
if r.get("correct") is True:
badge = '<span class="badge reflected-correct">✓ REFLECTED</span>'
else:
badge = '<span class="badge reflected-incorrect">✗ REFLECTED</span>'
return {
"bucket": "reflected",
"sublabel": "Final result scored · strategy updated",
"badge": badge,
}
kdt = _kickoff_dt(r)
now = datetime.now(timezone.utc)
if kdt is not None:
secs_since = (now - kdt).total_seconds()
if secs_since > 7200:
return {
"bucket": "awaiting_reflection",
"sublabel": "Match finished · reflection pending (~2.5h after kickoff)",
"badge": '<span class="badge awaiting-reflect">AWAITING REFLECTION</span>',
}
if secs_since > 0:
return {
"bucket": "awaiting_reflection",
"sublabel": "Match in progress · reflection after final whistle",
"badge": '<span class="badge live">● LIVE</span>',
}
rel, _ = _time_rel(r.get("kickoff", ""))
return {
"bucket": "awaiting_reflection",
"sublabel": f"Pick locked in · kicks off in {rel}",
"badge": '<span class="badge predicted">PREDICTED</span>',
}
return {
"bucket": "awaiting_reflection",
"sublabel": "Pick locked in · awaiting kickoff",
"badge": '<span class="badge predicted">PREDICTED</span>',
}
def _badge(r):
return _match_state(r)["badge"]
def _kickoff_passed(r: dict) -> bool:
kdt = _kickoff_dt(r)
if kdt is None:
return False
return (datetime.now(timezone.utc) - kdt).total_seconds() > 0
def _awaiting_reflection(r: dict) -> bool:
return not r.get("reflected") and _kickoff_passed(r)
def _is_live(r: dict) -> bool:
"""Match kicked off recently — likely still in progress (~first 2h)."""
if r.get("reflected") or not _kickoff_passed(r):
return False
kdt = _kickoff_dt(r)
if kdt is None:
return False
secs = (datetime.now(timezone.utc) - kdt).total_seconds()
return 0 < secs <= 7200
def _pending_reflection(r: dict) -> bool:
"""Kickoff passed, not reflected, and not still in the live window."""
return _awaiting_reflection(r) and not _is_live(r)
def _upcoming_predicted(r: dict) -> bool:
return not r.get("reflected") and not _kickoff_passed(r)
def _awaiting_reflect_sort_key(r: dict) -> tuple:
kdt = _kickoff_dt(r)
now = datetime.now(timezone.utc)
if kdt is None:
return (9, 0)
secs_since = (now - kdt).total_seconds()
if secs_since > 7200:
priority = 0
elif secs_since > 0:
priority = 1
else:
priority = 2
return (priority, -kdt.timestamp())
def _kickoff_sort_key(r: dict) -> float:
kdt = _kickoff_dt(r)
return kdt.timestamp() if kdt else 0.0
def _render_match_card(r: dict, names: dict[str, str] | None = None) -> str:
pred = r.get("prediction", {})
res = r.get("result")
used = r.get("services_used", [])
planned = r.get("services_planned", [])
state = _match_state(r)
if names is None:
names = _team_names()
x402_html = ""
if used:
rows = "".join(
f'<tr><td class="url">{_esc(s["source"])}</td><td class="cost">${s["cost"]:.4f}</td>'
f'<td>{_esc(s.get("reason", ""))}</td></tr>'
for s in used
)
x402_html = f'<div class="x402-label">x402 data purchased</div><table class="x402"><tr><th>Endpoint</th><th>Cost</th><th>Reason</th></tr>{rows}</table>'
elif planned:
x402_html = f'<div class="no-data">{len(planned)} endpoint(s) considered, none purchased.</div>'
else:
x402_html = '<div class="no-data">No x402 data for this match.</div>'
result_html = ""
if res and r.get("reflected"):
cls = "correct" if r.get("correct") else "incorrect"
eval_snippet = _esc((r.get("evaluation") or "")[:180])
result_html = f'''<div class="result-bar {cls}">
Result: <span class="result-score">{_team_full(r['home'], names)} {res['home_score']}–{res['away_score']} {_team_full(r['away'], names)}</span>
{f'<div class="eval-text">{eval_snippet}{"…" if len(r.get("evaluation", "")) > 180 else ""}</div>' if eval_snippet else ""}
</div>'''
elif res and not r.get("reflected"):
result_html = f'''<div class="result-bar" style="background:#1a1810;border-left:3px solid #f9a825;">
Provisional score: <span class="result-score">{_team_full(r['home'], names)} {res['home_score']}–{res['away_score']} {_team_full(r['away'], names)}</span>
<div class="eval-text">Official reflection not run yet — win/loss not scored.</div>
</div>'''
rel, rel_color = _time_rel(r.get("kickoff", ""))
kickoff_note = f'<span style="color:{rel_color}">{rel}</span>' if rel else ""
prob_note = _prob_summary(pred, r["home"], r["away"])
prob_html = f' · {prob_note}' if prob_note else ""
return f"""<div class="match-card">
<details>
<summary style="list-style:none;cursor:pointer;">
<div class="match-header">
<div>
<div class="match-title">{_team(r['home'])} vs {_team(r['away'])}</div>
<div class="match-time">{kickoff_note}{' · ' if kickoff_note else ''}Pick: <b>{_team(_pick_display(pred.get('pick', '?'), r['home'], r['away']))}</b> · conf {pred.get("confidence", "?")}/10{prob_html}</div>
<div class="status-line">{_esc(state['sublabel'])}</div>
</div>
<div style="display:flex;align-items:center;gap:8px;">{state['badge']}<span style="color:#444;font-size:16px;">⌄</span></div>
</div>
</summary>
<div class="match-body">
<div class="pred-row">
<div class="pred-item"><div class="label">Pick</div><div class="value pick">{_pick_display_full(pred.get('pick', '?'), r['home'], r['away'], names)}</div></div>
<div class="pred-item"><div class="label">Confidence</div><div class="value"><span class="tooltip-wrap">{pred.get("confidence", "?")}/10<span class="tooltip-box">{_esc(pred.get("confidence_reason", "Hover reason not available for this prediction."))}</span></span></div></div>
<div class="pred-item"><div class="label">Research cost</div><div class="value" style="color:#f9a825;">${r.get("research_cost", 0):.4f}</div></div>
</div>
<div class="reasoning">"{_esc(pred.get("reasoning", ""))}"</div>
{x402_html}
{result_html}
<a href="/match/{_esc(r['home'])}_{_esc(r['away'])}" class="detail-link">Full reasoning & reflection →</a>
</div>
</details>
</div>"""
def _pipeline_html(awaiting_pred: int, awaiting_reflect: int, reflected: int, wins: int, losses: int) -> str:
record = f"{wins}W–{losses}L" if reflected else "—"
return f"""<div class="pipeline" id="overview">
<div class="pipeline-step{' active' if awaiting_pred else ''}">
<span class="count">{awaiting_pred}</span>
<span class="label">Awaiting prediction</span>
</div>
<div class="pipeline-arrow">→</div>
<div class="pipeline-step{' active' if awaiting_reflect else ''}">
<span class="count">{awaiting_reflect}</span>
<span class="label">Predicted · awaiting reflection</span>
</div>
<div class="pipeline-arrow">→</div>
<div class="pipeline-step{' active' if reflected else ''}">
<span class="count">{reflected}</span>
<span class="label">Reflected ({record})</span>
</div>
</div>"""
def _sidebar_html(active_page: str, sections: list[dict] | None = None) -> str:
pages = [
("dashboard", "/", "Dashboard"),
("learnings", "/learnings", "Learnings"),
("strategy", "/strategy", "Strategy"),
]
page_links = ""
for key, href, label in pages:
cls = "sidebar-link active" if active_page == key else "sidebar-link"
page_links += f'<a class="{cls}" href="{href}">{label}</a>'
section_links = ""
if sections:
for sec in sections:
sid = sec["id"]
label = sec["label"]
count = sec.get("count")
extra = " live-link" if sid == "live" else ""
active = " active" if sec.get("active") else ""
badge = f'<span class="sidebar-count">{count}</span>' if count is not None else ""
section_links += f'<a class="sidebar-link{extra}{active}" href="#{sid}"><span>{label}</span>{badge}</a>'
sections_block = ""
if section_links:
sections_block = f"""<div class="sidebar-group">
<div class="sidebar-label">Sections</div>
{section_links}
</div>"""
return f"""<aside class="sidebar">
<div class="sidebar-group">
<div class="sidebar-label">Pages</div>
{page_links}
</div>
{sections_block}
</aside>"""
def _time_rel(kickoff_str: str) -> tuple[str, str]:
"""Return (label, color) for a kickoff time relative to now."""
try:
kdt = datetime.fromisoformat(kickoff_str.replace("Z", "+00:00"))
now = datetime.now(timezone.utc)
delta = kdt - now
secs = delta.total_seconds()
abs_secs = abs(secs)
if abs_secs < 3600:
mins = int(abs_secs / 60)
label = f"{mins}m {'away' if secs > 0 else 'ago'}"
elif abs_secs < 86400:
hrs = abs_secs / 3600
label = f"{hrs:.1f}h {'away' if secs > 0 else 'ago'}"
else:
days = abs_secs / 86400
label = f"{days:.1f}d {'away' if secs > 0 else 'ago'}"
if secs > 0:
color = "#4caf50" if secs > 86400 else ("#f9a825" if secs > 3600 else "#f44336")
else:
color = "#555"
return label, color
except Exception:
return "", "#555"
def _esc(s):
return str(s).replace("&", "&").replace("<", "<").replace(">", ">").replace('"', """)
def _render_md(text: str) -> str:
if not text or not text.strip():
return ""
return markdown.markdown(text, extensions=["sane_lists", "nl2br"])
def _md(text: str, extra_class: str = "") -> str:
cls = f"strategy-md {extra_class}".strip()
return f'<div class="{cls}">{_render_md(text)}</div>'
def _page(body, title="⚽ World Cup Prediction Agent", active_page="dashboard", sections=None):
header = """
<header>
<h1>⚽ World Cup Prediction Agent</h1>
</header>"""
sidebar = _sidebar_html(active_page, sections)
return HTMLResponse(
f"<!DOCTYPE html><html><head><meta charset='UTF-8'>"
f"<meta name='viewport' content='width=device-width,initial-scale=1'>"
f"<title>{title}</title>{CSS}</head><body>"
f"<div class='container layout-wrap'>{header}"
f"<div class='layout'>{sidebar}<main class='main'>{body}</main></div>"
f"</div></body></html>"
)
@app.get("/", response_class=HTMLResponse)
async def dashboard():
results_raw = _load("results.json", [])
all_results = _dedupe_results(results_raw)
schedule = _load("schedule.json", [])
strategy = _load_text("strategy.md")
upcoming, upcoming_total = _upcoming(schedule, results_raw)
reflected = [r for r in all_results if r.get("reflected")]
awaiting_reflect = sorted(
[r for r in all_results if _awaiting_reflection(r)],
key=_awaiting_reflect_sort_key,
)
live_matches = [r for r in awaiting_reflect if _is_live(r)]
pending_reflect = [r for r in awaiting_reflect if _pending_reflection(r)]
upcoming_predicted = sorted(
[r for r in all_results if _upcoming_predicted(r)],
key=_kickoff_sort_key,
)
wins = sum(1 for r in reflected if r.get("correct"))
losses = len(reflected) - wins
sections = [
{"id": "overview", "label": "Overview"},
{"id": "awaiting-prediction", "label": "Awaiting prediction", "count": upcoming_total},
{"id": "predicted-upcoming", "label": "Upcoming picks", "count": len(upcoming_predicted)},
{"id": "live", "label": "● Live", "count": len(live_matches)},
{"id": "awaiting-reflection", "label": "Awaiting reflection", "count": len(pending_reflect)},
{"id": "reflected", "label": "Reflected", "count": len(reflected)},
]
if strategy:
sections.append({"id": "strategy", "label": "Strategy"})
html = _pipeline_html(upcoming_total, len(awaiting_reflect), len(reflected), wins, losses)
team_names = _team_names()
# ── 1. Awaiting prediction ──────────────────────────────────────────────
stage_bar = _stage_indicator(schedule, results_raw) if schedule else ""
if upcoming:
items = ""
for f in upcoming:
rel, rel_color = _time_rel(f["kickoff_utc"])
items += f"""<div class="upcoming-item">
<div>
<div><b>{_team(f['home'])} vs {_team(f['away'])}</b> <span style="color:#555;font-size:11px;margin-left:8px;">{_esc(f.get('stage', ''))}</span></div>
<div class="status-line">Agent runs ~30 min before kickoff</div>
</div>
<div style="text-align:right;">
<span class="badge awaiting-prediction">AWAITING PREDICTION</span>
<div style="color:{rel_color};font-size:12px;margin-top:4px;">{rel} <span style="color:#444;">({f['kickoff_utc'][:16].replace('T', ' ')} UTC)</span></div>
</div>
</div>"""
footer = ""
if upcoming_total > len(upcoming):
footer = f'<div style="font-size:11px;color:#444;margin-top:8px;text-align:right;">Showing next {len(upcoming)} of {upcoming_total} fixtures without a prediction</div>'
html += f"""<div class="section" id="awaiting-prediction">
<h2>Awaiting Prediction</h2>
<div class="section-desc">Fixtures on the schedule with no pick yet. <code>predict.py</code> runs automatically ~30 minutes before kickoff.</div>
{stage_bar}{items}{footer}
</div>"""
else:
html += """<div class="section" id="awaiting-prediction">
<h2>Awaiting Prediction</h2>
<div class="section-desc">Fixtures on the schedule with no pick yet. <code>predict.py</code> runs automatically ~30 minutes before kickoff.</div>
<div class="empty-section">No unpredicted fixtures coming up — every scheduled match has a pick, or the group stage is complete.</div>
</div>"""
# ── 2. Predicted — upcoming ───────────────────────────────────────────
if upcoming_predicted:
cards = "".join(_render_match_card(r, team_names) for r in upcoming_predicted)
html += f"""<div class="section" id="predicted-upcoming">
<h2>Predicted — Upcoming</h2>
<div class="section-desc">Pick is locked in before kickoff. Reflection runs automatically ~2.5h after the final whistle.</div>
{cards}
</div>"""
# ── 3. Live ─────────────────────────────────────────────────────────────
html += '<div class="section" id="live"><h2>● Live</h2>'
html += '<div class="section-desc">Matches in progress — kickoff passed, final whistle not yet reflected.</div>'
if live_matches:
cards = "".join(_render_match_card(r, team_names) for r in live_matches)
html += cards + "</div>"
else:
html += '<div class="empty-section">No live matches right now.</div></div>'
# ── 4. Predicted — awaiting reflection ────────────────────────────────
html += '<div class="section" id="awaiting-reflection"><h2>Predicted — Awaiting Reflection</h2>'
html += '<div class="section-desc">Match finished. <code>reflect.py</code> fetches the result, scores the prediction, and updates strategy (~2.5h after kickoff).</div>'
if pending_reflect:
cards = "".join(_render_match_card(r, team_names) for r in pending_reflect)
html += cards + "</div>"
else:
html += '<div class="empty-section">Nothing here — no finished matches waiting on reflection.</div></div>'
# ── 5. Reflected ────────────────────────────────────────────────────────
html += '<div class="section" id="reflected"><h2>Reflected</h2>'
html += '<div class="section-desc">Match complete. Prediction scored against the final result and learnings applied to strategy.</div>'
if reflected:
reflected_sorted = sorted(
reflected,
key=lambda r: r.get("reflected_at") or "",
reverse=True,
)
cards = "".join(_render_match_card(r, team_names) for r in reflected_sorted)
html += cards + "</div>"
else:
html += '<div class="empty-section">No reflections yet — they appear here after the first match finishes and <code>reflect.py</code> runs.</div></div>'
# Strategy snippet
if strategy:
snippet = _md(strategy[:500])
more = '<div style="margin-top:8px;"><a href="/strategy">… read more</a></div>' if len(strategy) > 500 else ""
html += f'<div class="section" id="strategy"><h2>Current Strategy <a href="/strategy" style="font-size:11px;color:#555;font-weight:normal;margin-left:8px;">full history →</a></h2><div class="strategy-box">{snippet}{more}</div></div>'
return _page(html, sections=sections)
@app.get("/match/{match_key}", response_class=HTMLResponse)
async def match_detail(match_key: str):
home, _, away = match_key.partition("_")
home, away = home.upper(), away.upper()
results = _load("results.json", [])
entry = next(
(r for r in reversed(_dedupe_results(results))
if r.get("home") == home and r.get("away") == away),
None,
)
if not entry:
raise HTTPException(status_code=404, detail=f"No prediction found for {home} vs {away}")
pred = entry.get("prediction", {})
res = entry.get("result")
used = entry.get("services_used", [])
planned = entry.get("services_planned", [])
state = _match_state(entry)
result_html = ""
if res and entry.get("reflected"):
cls = "correct" if entry.get("correct") else "incorrect"
result_html = f'<div class="result-bar {cls}" style="margin-bottom:16px;"><span class="result-score">{_team(home)} {res["home_score"]}–{res["away_score"]} {_team(away)}</span> {state["badge"]}</div>'
elif res:
result_html = f'''<div class="result-bar" style="margin-bottom:16px;background:#1a1810;border-left:3px solid #f9a825;">
<span class="result-score">{_team(home)} {res["home_score"]}–{res["away_score"]} {_team(away)}</span> {state["badge"]}
<div class="eval-text">Provisional score — win/loss not scored until reflection runs.</div>
</div>'''
else:
result_html = f'<div style="margin-bottom:16px;">{state["badge"]}<div class="status-line" style="margin-top:6px;">{_esc(state["sublabel"])}</div></div>'
used_urls = {s["source"] for s in used}
# Build per-endpoint cards for purchased data
endpoint_cards = ""
for s in used:
data_content = _esc(s.get("data", "(no data saved)"))
endpoint_cards += f"""
<div style="background:#0a0a0a;border:1px solid #2a2a2a;border-radius:4px;margin-bottom:12px;overflow:hidden;">
<div style="background:#161616;padding:8px 12px;border-bottom:1px solid #222;display:flex;justify-content:space-between;align-items:center;">
<div style="color:#4dabf7;font-size:12px;word-break:break-all;">{_esc(s['source'])}</div>
<div style="color:#f9a825;font-size:12px;white-space:nowrap;margin-left:12px;">${s['cost']:.4f} USDC</div>
</div>
<div style="padding:8px 12px;">
<div style="font-size:11px;color:#666;margin-bottom:6px;">Why purchased: {_esc(s.get('reason',''))}</div>
<div style="font-size:11px;color:#555;text-transform:uppercase;margin-bottom:4px;">Data received:</div>
<div style="font-size:12px;color:#aaa;white-space:pre-wrap;max-height:200px;overflow-y:auto;background:#050505;padding:8px;border-radius:3px;border:1px solid #1a1a1a;">{data_content}</div>
</div>
</div>"""
# Summary table of all planned endpoints
plan_rows = ""
for s in planned:
if s["url"] in used_urls:
status = '<span style="color:#4caf50">✓ purchased</span>'
else:
status = '<span style="color:#555">skipped</span>'
plan_rows += f'<tr><td class="url">{_esc(s["url"])}</td><td class="cost">${s.get("cost",0):.4f}</td><td>{status}</td><td>{_esc(s.get("reason",""))}</td></tr>'
x402_section = ""
if planned or used:
total = entry.get("research_cost", 0)
budget = 0.50
cards_html = endpoint_cards if endpoint_cards else '<div class="no-data">No endpoints were purchased.</div>'
table_html = f'<table class="x402"><tr><th>Endpoint</th><th>Cost</th><th>Status</th><th>Reason</th></tr>{plan_rows}</table>' if plan_rows else ""
x402_section = f"""<div class="section">
<h2>x402 Data Purchases — ${total:.4f} spent of ${budget:.2f} budget</h2>
<div style="font-size:12px;color:#666;margin-bottom:12px;">{len(used)} of {len(planned)} planned endpoints purchased</div>
{cards_html}
{f'<details style="margin-top:8px;"><summary style="font-size:11px;color:#555;cursor:pointer;">All considered endpoints</summary><div style="margin-top:8px;">{table_html}</div></details>' if table_html else ""}
</div>"""
eval_html = f'<div class="section"><h2>Reflection & Evaluation</h2><div class="full-text">{_esc(entry.get("evaluation","(not yet reflected)"))}</div></div>' if entry.get("evaluation") else ""
snapshot_html = f'<div class="section"><h2>Strategy at Prediction Time</h2><div class="full-text strategy-md">{_render_md(entry.get("strategy_snapshot","")) or "(empty)"}</div></div>' if entry.get("strategy_snapshot") is not None else ""
# Information needs (Stage 1 analyst output)
needs_html = ""
if entry.get("information_needs"):
needs_html = f'<div class="section"><h2>Analyst Information Needs (Stage 1)</h2><div class="full-text">{_esc(entry["information_needs"])}</div></div>'
# Research gaps
gaps_html = ""
if entry.get("research_gaps"):
gap_rows = "".join(
f'<tr><td style="color:#f9a825">{_esc(g.get("category","?"))}</td><td>{_esc(g.get("need",""))}</td><td style="color:#555;font-size:11px;">{_esc(g.get("ideal_service",""))}</td></tr>'
for g in entry["research_gaps"]
)
gaps_html = f'''<div class="section"><h2>Research Gaps — No x402 Service Available</h2>
<div style="font-size:12px;color:#666;margin-bottom:8px;">These intelligence needs had no matching service in the directory. This is a demand signal for the x402 ecosystem.</div>
<table class="x402"><tr><th>Category</th><th>Need</th><th>Ideal Service</th></tr>{gap_rows}</table>
</div>'''
body = f"""
<div style="margin-bottom:12px;"><a href="/" style="color:#555;font-size:12px;">← Back</a></div>
<h2 style="font-size:18px;color:#fff;border:none;margin-bottom:8px;">{_esc(entry["match"])}</h2>
<div style="color:#555;font-size:12px;margin-bottom:16px;">{entry.get("kickoff","")[:16].replace("T"," ")} UTC</div>
{result_html}
<div class="section"><h2>Prediction</h2>
<div class="pred-row">
<div class="pred-item"><div class="label">Pick</div><div class="value pick">{_team(_pick_display(pred.get('pick','?'), home, away))}</div></div>
<div class="pred-item"><div class="label">Confidence</div><div class="value"><span class="tooltip-wrap">{pred.get("confidence","?")}/10<span class="tooltip-box">{_esc(pred.get("confidence_reason","Hover reason not available for this prediction."))}</span></span></div></div>
</div>
{f'<div style="font-size:12px;color:#666;margin-top:8px;">Win model: {_esc(_prob_summary(pred, home, away))}</div>' if _prob_summary(pred, home, away) else ""}
<div class="reasoning">"{_esc(pred.get("reasoning",""))}"</div>
</div>
{needs_html}
{x402_section}
{gaps_html}
<div class="section"><h2>Full Gemini Reasoning</h2><div class="full-text">{_esc(entry.get("full_reasoning","(none)"))}</div></div>
{eval_html}
{snapshot_html}"""
return _page(body, f"{home} vs {away} — World Cup Predictions", active_page="dashboard")
@app.get("/strategy", response_class=HTMLResponse)
async def strategy_page():
strategy = _load_text("strategy.md")
results = _load("results.json", [])
history = [(r.get("match"), r.get("kickoff","")[:10], r.get("strategy_snapshot","")) for r in results if r.get("strategy_snapshot") is not None]
current = f'<div class="strategy-box">{_md(strategy)}</div>' if strategy else '<div class="strategy-box"><div style="color:#444;font-style:italic;">No strategy yet — will be written after the first match reflection.</div></div>'
hist_html = ""
if history:
items = ""
for match, date, snap in reversed(history):
snap_text = (snap or "")[:300]
suffix = "…" if len(snap or "") > 300 else ""
items += f'<div style="border-bottom:1px solid #1a1a1a;padding:10px 0;"><div style="font-size:12px;color:#888;margin-bottom:4px;">After {_esc(match)} ({date})</div>{_md(snap_text + suffix)}</div>'
hist_html = f'<div class="section"><h2>Strategy Evolution</h2>{items}</div>'
body = f'<div class="section"><h2>Current Strategy</h2>{current}</div>{hist_html}'
return _page(body, "Strategy — World Cup Predictions", active_page="strategy")
def _strategy_history_from_results(results: list) -> list[dict]:
"""Build strategy evolution from reflected entries in results.json."""
by_match: dict[str, dict] = {}
for r in results:
if not r.get("reflected"):
continue
match = r.get("match") or ""
if not match:
continue
prev = by_match.get(match)
if prev is None or (r.get("reflected_at") or "") >= (prev.get("reflected_at") or ""):
by_match[match] = r
entries = sorted(by_match.values(), key=lambda r: r.get("reflected_at") or "")
if not entries:
return []
current = _load_text("strategy.md")
history = []
for i, r in enumerate(entries):
match = r["match"]
try:
dt = datetime.fromisoformat((r.get("reflected_at") or "").replace("Z", "+00:00"))
except Exception:
dt = None
prev_content = r.get("strategy_snapshot") or ""
if not prev_content.strip() and i > 0:
prev_content = history[i - 1]["content"]
content = r.get("strategy_after") or ""
if not content.strip():
if i == len(entries) - 1:
content = current
else:
nxt = entries[i + 1].get("strategy_snapshot") or entries[i + 1].get("strategy_after") or ""
content = nxt
history.append({
"match": match,
"date": dt,
"subject": f"reflect: {match}",
"content": content,
"prev_content": prev_content,
})
return history
def _strategy_history_from_git() -> list[dict]:
"""Return strategy evolution from git log (local dev fallback)."""
try:
log = subprocess.run(
["git", "log", "--pretty=format:%H|%ai|%s", "--", "strategy.md"],
cwd=BASE, capture_output=True, text=True, check=True,
)
except Exception:
return []
entries = []
lines = [l for l in log.stdout.strip().splitlines() if l]
for line in lines:
parts = line.split("|", 2)
if len(parts) != 3:
continue
sha, date_str, subject = parts
match_name = subject.replace("reflect: ", "").replace("init: ", "").strip()
try:
dt = datetime.fromisoformat(date_str.strip())
except Exception:
dt = None
try:
content = subprocess.run(
["git", "show", f"{sha}:strategy.md"],
cwd=BASE, capture_output=True, text=True, check=True,
).stdout
except Exception:
content = ""
entries.append({"match": match_name, "date": dt, "sha": sha, "subject": subject, "content": content})
entries.reverse()
latest_reflect_idx: dict[str, int] = {}
for i, e in enumerate(entries):
if e["subject"].startswith("reflect:"):
latest_reflect_idx[e["match"]] = i
entries = [
e for i, e in enumerate(entries)
if not e["subject"].startswith("reflect:") or latest_reflect_idx.get(e["match"]) == i
]
for i, e in enumerate(entries):
e["prev_content"] = entries[i - 1]["content"] if i > 0 else ""
return entries
def _strategy_history() -> list[dict]:
"""Strategy evolution for the Learnings page — results.json first, git as fallback."""
results = _load("results.json", [])
history = _strategy_history_from_results(results)
if history:
git_by_match = {
e["match"]: e for e in _strategy_history_from_git()
if e["subject"].startswith("reflect:")
}
for e in history:
g = git_by_match.get(e["match"])
if not g:
continue
if not (e.get("content") or "").strip():
e["content"] = g["content"]
if not (e.get("prev_content") or "").strip():
e["prev_content"] = g["prev_content"]
return history
return _strategy_history_from_git()
def _text_diff_html(old: str, new: str) -> str:
"""Produce simple line-level added/removed/unchanged HTML."""
old_lines = old.splitlines()
new_lines = new.splitlines()
old_set = set(old_lines)
new_set = set(new_lines)
parts = []
for line in new_lines:
esc = _esc(line)
if line not in old_set:
parts.append(f'<div class="diff-add">+ {esc}</div>')
else:
parts.append(f'<div class="diff-same"> {esc}</div>')
for line in old_lines:
if line not in new_set:
esc = _esc(line)
parts.append(f'<div class="diff-remove">- {esc}</div>')
return "\n".join(parts) if parts else '<div class="diff-same">(no change)</div>'
@app.get("/learnings", response_class=HTMLResponse)
async def learnings_page():
history = _strategy_history()
results = _load("results.json", [])
# Index evaluations by match name for quick lookup
evals = {r.get("match", ""): r for r in results if r.get("evaluation")}
DIFF_CSS = """
<style>
.diff-add { color: #4caf50; background: #0d1f0d; padding: 1px 6px; white-space: pre-wrap; word-break: break-word; }
.diff-remove { color: #f44336; background: #1f0d0d; padding: 1px 6px; white-space: pre-wrap; word-break: break-word; }
.diff-same { color: #444; padding: 1px 6px; white-space: pre-wrap; word-break: break-word; }
.learning-card { background: #111; border: 1px solid #2a2a2a; border-radius: 6px; margin-bottom: 24px; overflow: hidden; }
.learning-header { background: #161616; border-bottom: 1px solid #222; padding: 10px 16px; display: flex; justify-content: space-between; align-items: baseline; }
.learning-match { font-size: 15px; font-weight: bold; color: #fff; }
.learning-date { font-size: 11px; color: #555; }
.learning-body { padding: 14px 16px; }
.eval-box { background: #0a0a0a; border: 1px solid #1e1e1e; border-radius: 4px; padding: 10px 12px; font-size: 12px; color: #888; white-space: pre-wrap; max-height: 220px; overflow-y: auto; margin-bottom: 12px; }
.diff-box { background: #050505; border: 1px solid #1e1e1e; border-radius: 4px; padding: 8px 4px; font-size: 12px; font-family: monospace; max-height: 320px; overflow-y: auto; }
.section-label { font-size: 10px; color: #555; text-transform: uppercase; letter-spacing: 1px; margin-bottom: 6px; margin-top: 12px; }
</style>"""
body = DIFF_CSS
reflect_entries = [e for e in reversed(history) if e["subject"].startswith("reflect:")]
if not reflect_entries:
body += '<div style="color:#444;font-style:italic;padding:32px 0;">No reflections recorded yet — learnings appear after each match is reflected.</div>'
return _page(body, "Learnings — World Cup Predictions", active_page="learnings")
cards = ""
for e in reflect_entries:
match_name = e["match"]
date_str = e["date"].strftime("%Y-%m-%d %H:%M UTC") if e["date"] else ""
result_entry = evals.get(match_name, {})
# Outcome badge
if result_entry.get("correct") is True:
badge = '<span class="badge correct">✓ CORRECT</span>'
elif result_entry.get("correct") is False:
badge = '<span class="badge incorrect">✗ INCORRECT</span>'
else:
badge = ""
# Score
res = result_entry.get("result")
score_html = ""
if res:
score_html = f'<div style="font-size:12px;color:#666;margin-bottom:10px;">{_esc(result_entry.get("home",""))} {res["home_score"]}–{res["away_score"]} {_esc(result_entry.get("away",""))}</div>'
# Evaluation
eval_text = result_entry.get("evaluation", "")
eval_html = ""
if eval_text:
eval_html = f'<div class="section-label">Evaluator assessment</div><div class="eval-box">{_esc(eval_text)}</div>'
# Strategy diff
diff_html = _text_diff_html(e["prev_content"], e["content"])
is_first = not e["prev_content"].strip()
diff_label = "Initial strategy written" if is_first else "Strategy change"
cards += f"""<div class="learning-card">
<div class="learning-header">
<div>
<div class="learning-match">{_esc(match_name)}</div>
<div class="learning-date">{date_str}</div>
</div>
{badge}
</div>
<div class="learning-body">
{score_html}
{eval_html}
<div class="section-label">{diff_label}</div>
<div class="diff-box">{diff_html}</div>
</div>
</div>"""
body += f'<div class="section"><h2>Strategy Evolution — {len(reflect_entries)} reflection{"s" if len(reflect_entries) != 1 else ""}</h2>{cards}</div>'
return _page(body, "Learnings — World Cup Predictions", active_page="learnings")
@app.get("/api/results")
async def api_results():
return _load("results.json", [])
@app.get("/api/schedule")
async def api_schedule():
return _load("schedule.json", [])
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