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feat(holder-analysis): redesign output template for better readability (#203)
* feat(holder-analysis): redesign output template for better readability Replace the 8-section verbose output with a concise 6-section layout optimised for the GMGN Giga AI dialog. Key changes: - §1 砸盘风险: Top10/Top20/平均持仓 on one line; 转入筹码+风险钱包 summary with breakdown; Top5 出货风险 shows category counts and the single most-dangerous wallet (priority: zero-cost > high-profit > selling) - §2 Dev: conclusion-first one-liner (✅已清仓 / ⚠️持仓X% / 主号清仓 但小号持仓); show sub-wallets only when they exist; use "已获利" instead of "套现"; history + ATH on compact lines - §3 关联资金: two-row table (相同资金来源 / 同一时间段注资); ✅ if none - §4 优质信号: each of 聪明钱/KOL/鲸鱼/钻石手 on its own line with live trend; skip categories at 0; show "均无" when all three are 0 - §5 持仓购买力: collapsed to two rows (高余额大户 / 低/零余额) - §6 🤖 建议: rating + one-line core judgment + 💡 离场信号 Removed sections: 📈入场成本分析, 📊筹码结构 (rarely useful, added noise) All upstream data-collection improvements are preserved intact: float-based percentages (fpct/fs/f1), live native price, strong/weak related funds (TIGHT=60s/WINDOW=300s), diamond-hand buy_tx guard, degenerate-float and no-data banners. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com> * fix(holder-analysis): improve output wording - 历史最高 → 历史最高市值 - 关联资金：有数据时补显示缺失的一行（✅ 未发现） Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com> --------- Co-authored-by: Gina <gina@gmgn.ai> Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
This commit is contained in:
gina888666
co-authored by
Claude Sonnet 4.6
Gina
Claude Sonnet 4.6
Gina
parent
986902a4de
commit
147c070c50
@@ -589,19 +589,16 @@ print(f"└{'─'*56}┘")
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print()
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if no_holders:
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# 空数据也必须在所有 0.00% 之前说清楚，否则整份报告读起来像"干净得没有任何风险"
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print(f" ⚠️ {_('上游未返回任何持仓地址 —— 筹码结构无法评估', 'Upstream returned no holder addresses — chip structure not assessable')}")
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print(_( " 下方所有占比与计数都是空集的渲染结果，不是“该项为 0”；评级已置为“无法评估”。",
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" Every percentage and count below renders an empty set, not a measured zero. Rating is set to “Cannot Assess”."))
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" Every percentage and count below renders an empty set, not a measured zero. Rating is set to \"Cannot Assess\"."))
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print(_( " 常见原因：代币已无活跃持仓、或上游索引里已不再收录该盘。可稍后重试确认。",
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" Usual causes: the token has no active holders left, or upstream no longer indexes it. Retry later to confirm."))
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print()
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if float_degenerate:
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# 退化时这行必须在所有百分比之前出现，否则读者会先把 100% 当成集中度结论。
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# 同时给出绝对值（代币数 + 美元），这是此刻唯一有意义的量级。
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_fl_tok = total_supply * max(float_raw, 0)
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_fl_usd = _fl_tok * cur_price
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_fl_tok = total_supply * max(float_raw, 0)
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_fl_usd = _fl_tok * cur_price
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_fl_usd_s = "<$1" if 0 < _fl_usd < 1 else usd(_fl_usd)
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print(f" ⚠️ {_('流通盘退化 —— 筹码结构此刻无法评估', 'Degenerate float — chip structure not assessable right now')}")
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print(_( f" DEX 池 {pct(dex_pct):.1f}% + 销毁 {pct(burn_pct):.1f}% 占掉几乎全部供应，可流通部分只剩 {pct_s(float_raw)}",
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@@ -611,448 +608,257 @@ if float_degenerate:
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print(_( " 下方“占流通盘”的百分比分母趋零，会把尘埃钱包放大成两位数甚至 100%，",
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" Float percentages below divide by a near-zero denominator, inflating dust wallets to double digits or 100%,"))
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print(_( " 不能当作集中度结论；评级已置为“无法评估”，颜色标记一律显示 ⚪。",
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" so they are not concentration findings. Rating is set to “Cannot Assess” and flags show ⚪."))
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" so they are not concentration findings. Rating is set to \"Cannot Assess\" and flags show ⚪."))
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print()
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# ══════════════════════════════════════════════════════════
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# §1 🚨 砸盘风险
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# ══════════════════════════════════════════════════════════
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sec1 = _("🚨 砸盘风险", "🚨 Dump Risk")
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print(f"━━ {sec1} {'━'*(54-len(sec1))}")
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print()
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c10f = pf("🔴" if top10>0.6 else ("🟡" if top10>0.4 else "🟢"))
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c20f = pf("🔴" if top20>0.75 else ("🟡" if top20>0.55 else "🟢"))
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print(f" {_('集中度（占流通盘，已剔除 LP 与销毁）', 'Concentration (of tradeable float, LP + burn excluded)')}")
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print(f" Top10 {fpct(top10, 1)} {c10f} Top20 {fpct(top20, 1)} {c20f}")
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print()
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if burn:
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print(f" 🔥 {_('销毁地址', 'Burn addr')} {pct(burn_pct):.2f}% ✅ {_('永久锁仓，无法流通', 'Permanently locked, non-circulating')}")
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print()
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airf = pf("🔴" if airdrop_pct>0.25 else ("🟡" if airdrop_pct>0.1 else "🟢"))
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print(f" {_('空降筹码（从未买入、靠转账获得）', 'Airdrop (never bought, received via transfer)')} {len(airdrop)} {_('个钱包', 'wallets')} {_('持仓', 'hold')} {fpct(airdrop_pct)} {airf}")
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print()
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riskf = pf("🔴" if risk_pct>0.35 else ("🟡" if risk_pct>0.15 else "🟢"))
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print(f" {_('风险钱包', 'Risk wallets')} {_('合计', 'total')} {len(risk_all)} {_('个', '')} {_('持仓', 'hold')} {fpct(risk_pct)} {riskf}")
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for label, group, flag in RISK_GROUPS:
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if group:
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gp = fpct(fs(group))
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print(f" · {label:10s} {len(group):2d} {_('个', '')} {_('持仓', 'hold')} {gp} {flag}")
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if not any(g for _lb, g, _fl in RISK_GROUPS):
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# 空持仓表时"未发现"只是没数据可查，不能打成 🟢
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if no_holders:
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print(f" · {_('没有钱包可供检查', 'No wallets available to check')} ⚪")
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else:
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print(f" · {_('未发现风险标签钱包', 'No risk-tagged wallets found')} 🟢")
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if risk_overlap > 0:
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# 分类明细相加会大于"合计" —— 说明差额来自多标签钱包，而不是算错了
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print(f" · {_(f'合计已去重（{risk_overlap} 个钱包带多个风险标签）', f'Total is deduped ({risk_overlap} wallet(s) carry multiple risk tags)')}")
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print()
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if no_holders:
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# 级联最后一档是"🟢 没发现明显砸盘风险"。空持仓表会一路落到那里，
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# 把"没有数据"渲染成"没有风险" —— 必须在入口就拦掉。
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sdp_summary = _( "⚪ 没有任何持仓数据，砸盘风险无法判断（不是“无风险”）",
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"⚪ No holder data at all — dump risk cannot be judged (this is not \"no risk\")")
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elif float_degenerate:
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# 这段级联里每一条判据都是流通盘占比，退化时全是噪声 —— 只能重复"没法评"
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sdp_summary = _( f"⚪ 流通盘只剩 {pct_s(float_raw)}，上面的占比都是除零放大的结果，砸盘风险无法判断",
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f"⚪ Only {pct_s(float_raw)} of supply is tradeable — the percentages above are divide-by-zero artifacts; dump risk cannot be judged")
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elif dangers:
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sdp_summary = f"🔴 {dangers[0]}"
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elif rats_pct > 0.03:
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sdp_summary = _( f"🔴 老鼠仓持仓 {pct(rats_pct):.1f}%，零成本拿的，随时可以无损砸盘",
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f"🔴 Rat traders hold {pct(rats_pct):.1f}% at zero cost — can dump with no loss anytime")
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elif top10 > 0.5:
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sdp_summary = _( f"🟡 Top10 持仓 {pct(top10):.1f}%，筹码过于集中，大户一旦出货冲击很大",
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f"🟡 Top10 hold {pct(top10):.1f}% — highly concentrated, big impact if they sell")
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elif bundler_pct_val > 0.3:
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sdp_summary = _( f"🟡 捆绑钱包持仓 {pct(bundler_pct_val):.1f}%，这批是开盘机器人扫货，出货时可能集中砸盘",
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f"🟡 Bundlers hold {pct(bundler_pct_val):.1f}% — bot-swept at open, may dump together")
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elif airdrop_pct > 0.2:
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sdp_summary = _( f"🟡 空降筹码 {pct(airdrop_pct):.1f}%，这些人零成本拿到币，随时可能出货",
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f"🟡 Airdrop supply {pct(airdrop_pct):.1f}% at zero cost — may sell anytime")
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elif sniper_pct_val > 0.15:
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sdp_summary = _( f"🟡 狙击者持仓 {pct(sniper_pct_val):.1f}%，开盘低价进的，浮盈高、随时可套现",
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f"🟡 Snipers hold {pct(sniper_pct_val):.1f}% at launch price — high unrealized gain, may cash out")
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elif risk_pct > 0.15:
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sdp_summary = _( f"🟡 风险钱包合计持仓 {pct(risk_pct):.1f}%，需要留意动向",
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f"🟡 Risk wallets total {pct(risk_pct):.1f}% — watch their moves")
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elif burn_pct > 0.1:
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sdp_summary = _( f"🟢 销毁了 {pct(burn_pct):.1f}%，流通筹码少，LP 也锁住了，相对干净",
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f"🟢 {pct(burn_pct):.1f}% burned — reduced supply, LP locked, relatively clean")
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else:
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sdp_summary = _("🟢 集中度正常，没发现明显的砸盘风险",
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"🟢 Normal concentration, no obvious dump risk detected")
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print(f" → {_('小结', 'Summary')}{_('：', ': ')}{sdp_summary}")
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print()
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print(f" {_('Top5 持仓钱包抛压分析', 'Top 5 Holder Sell Pressure')}")
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print(f" {_('浮盈越高 / 建仓MC越低 → 获利了结压力越强', 'Higher unrealized gain / lower entry MC → stronger sell pressure')}")
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print()
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for i, h in enumerate(top5_holders, 1):
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role_str, display_id, cost_str, pnl_str, lv, note, beh_str, st = top5_pressure(h)
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hp = fpct(f1(h['amount_percentage']))
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print(f" {i}. {role_str}{display_id}")
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print(f" {_('持仓', 'hold')} {hp} {cost_str} {_('盈亏', 'pnl')} {pnl_str}")
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print(f" {_('抛压', 'pressure')} {lv} — {note}")
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print(f" {_('状态', 'status')} {st}{beh_str}")
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print()
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print(f" Top10 {fpct(top10, 1)} {c10f} · Top20 {fpct(top20, 1)} {c20f} · {_('平均持仓', 'Avg hold')} {avg_hold_days:.1f}{_('天', 'd')}")
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sec2 = _("👨💻 Dev 钱包", "👨💻 Dev Wallets")
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airf = pf("🔴" if airdrop_pct>0.25 else ("🟡" if airdrop_pct>0.1 else "🟢"))
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riskf = pf("🔴" if risk_pct>0.35 else ("🟡" if risk_pct>0.15 else "🟢"))
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print(f" {_('转入筹码', 'Airdrop')} {len(airdrop)}{_('个', '')}({fpct(airdrop_pct)}) {airf} · {_('风险钱包', 'Risk')} {len(risk_all)}{_('个', '')}({fpct(risk_pct)}) {riskf}")
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any_risk = any(g for _lb, g, _fl in RISK_GROUPS)
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if any_risk:
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for label, group, flag in RISK_GROUPS:
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if group:
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gp = fpct(fs(group))
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print(f" · {label} {len(group)}{_('个', '')}({gp}) {flag}")
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elif not no_holders:
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print(f" ✅ {_('未发现风险标签钱包', 'No risk-tagged wallets found')}")
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print()
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# Top5 出货风险
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top5_airdrop_n = sum(1 for h in top5_holders if h.get('buy_tx_count_cur', 0) == 0)
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top5_trapped_n = sum(1 for h in top5_holders
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if (h.get('unrealized_pnl') or 0) < -0.1 and (h.get('buy_tx_count_cur') or 0) > 0)
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top5_profit_n = sum(1 for h in top5_holders
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if (h.get('unrealized_pnl') or 0) > 0.1 and (h.get('buy_tx_count_cur') or 0) > 0)
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top5_selling_n = sum(1 for h in top5_holders if is_selling(h))
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top5_parts = []
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if top5_airdrop_n: top5_parts.append(f"{_('转入筹码', 'Airdrop')}×{top5_airdrop_n}")
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if top5_trapped_n: top5_parts.append(f"{_('套牢', 'Trapped')}×{top5_trapped_n}")
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if top5_profit_n: top5_parts.append(f"{_('浮盈', 'Profit')}×{top5_profit_n}")
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if top5_selling_n: top5_parts.append(f"{top5_selling_n}{_('人出货中', ' selling')}")
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top5_label = _("Top5 出货风险", "Top5 Sell Risk")
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top5_summary = " ".join(top5_parts) if top5_parts else _("暂无明显出货压力", "No obvious sell pressure")
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print(f" {top5_label} {top5_summary}")
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# 单个最危险钱包（优先级：零成本最大 > 高浮盈最大 > 出货最大）
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danger_wallet = None
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danger_reason = ""
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zero_cost_top5 = [h for h in top5_holders if h.get('buy_tx_count_cur', 0) == 0]
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if zero_cost_top5:
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danger_wallet = max(zero_cost_top5, key=lambda h: h['amount_percentage'])
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danger_reason = _("零成本转入，可随时出货", "Zero-cost airdrop — can dump anytime")
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if not danger_wallet:
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high_profit_top5 = [h for h in top5_holders
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if (h.get('unrealized_pnl') or 0) > 1.0 and (h.get('buy_tx_count_cur') or 0) > 0]
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if high_profit_top5:
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danger_wallet = max(high_profit_top5, key=lambda h: h['amount_percentage'])
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mult = (danger_wallet.get('unrealized_pnl') or 0) + 1
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danger_reason = _(f"浮盈 {mult:.1f}x，已获利了结压力强", f"{mult:.1f}x gain — strong take-profit pressure")
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if not danger_wallet:
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selling_top5 = [h for h in top5_holders if is_selling(h)]
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if selling_top5:
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danger_wallet = max(selling_top5, key=lambda h: h['amount_percentage'])
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sp = (danger_wallet.get('sell_amount_percentage') or 0)
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danger_reason = _(f"出货中（已卖 {pct(sp):.0f}%）", f"Selling ({pct(sp):.0f}% sold)")
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if danger_wallet:
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roles = wallet_roles(danger_wallet)
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role_tag = "[" + "·".join(roles) + "] " if roles else ""
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dname = (danger_wallet.get('twitter_name') or '') or addr_short(danger_wallet['address'])
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dhp = fpct(f1(danger_wallet['amount_percentage']))
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print(f" ⚠️ {role_tag}{dname} {dhp} {danger_reason}")
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print()
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# ══════════════════════════════════════════════════════════
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# §2 👨💻 Dev
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# ══════════════════════════════════════════════════════════
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sec2 = _("👨💻 Dev", "👨💻 Dev")
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print(f"━━ {sec2} {'━'*(54-len(sec2))}")
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print()
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# 一个 dev 都没查到 ≠ dev 已清仓 —— 前者是查不到，后者是查到了且为零
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if not devs:
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dev_status = _("— 未查到 dev 钱包", "— no dev wallets found")
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elif not dev_holding:
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dev_status = _("✅ 全部余额归零", "✅ All cleared")
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print(f" {_('— 未查到 Dev 钱包', '— no dev wallets found')}")
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elif not creator:
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print(f" {_('— 未找到 Creator 信息', '— creator wallet not found')}")
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else:
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dev_status = _(f"⚠️ 仍有 {len(dev_holding)} 个持仓中", f"⚠️ {len(dev_holding)} still holding")
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if sub_devs:
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print(f" {_('共', 'Total')} {len(devs)} {_('个钱包（1 主号 + ', 'wallets (1 main + ')}{len(sub_devs)}{_(' 小号）', ' sub)')} {dev_status}")
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else:
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print(f" {_('共', 'Total')} {len(devs)} {_('个钱包', 'wallets')} {dev_status}")
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print(f" {_('Dev 合计已实现利润', 'Dev total realized profit')} {usd(dev_realized)}")
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print()
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if creator:
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c_sell_v = creator.get('sell_volume_cur') or 0
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tf_out = creator.get('history_transfer_out_amount') or 0
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tf_val = creator.get('history_transfer_out_income') or 0
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sell_amt = creator.get('sell_amount_cur') or 0
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hold_pct_c = f1(creator.get('amount_percentage') or 0)
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c_status = (_("余额归零", "Balance zero") if (creator.get('balance') or 0)<1
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else _(f"⚠️ 持仓 {fpct(hold_pct_c)}", f"⚠️ Holding {fpct(hold_pct_c)}"))
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print(f" {_('主号 (Creator)', 'Main (Creator)')} {addr_short(creator['address'])}")
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parts = [c_status]
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if sell_amt>0:
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parts.append(_(f"卖出 {fmt_amt(sell_amt)} 个（{usd(c_sell_v)}）",
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f"Sold {fmt_amt(sell_amt)} ({usd(c_sell_v)})"))
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if tf_out>0:
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to_out = creator.get('token_transfer_out') or {}
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to_addr = to_out.get('address') or ''
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if to_addr and to_addr in top100_map:
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parts.append(_(f"转出 {fmt_amt(tf_out)} 个至 Top100 内部钱包（估值 {usd(tf_val)}）",
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f"Transferred {fmt_amt(tf_out)} to Top100 internal wallet (est. {usd(tf_val)})"))
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else:
|
||||
parts.append(_(f"转出 {fmt_amt(tf_out)} 个至外部地址（估值 {usd(tf_val)}）",
|
||||
f"Transferred {fmt_amt(tf_out)} to external addr (est. {usd(tf_val)})"))
|
||||
print(f" {' '.join(parts)}")
|
||||
c_bal = creator.get('balance') or 0
|
||||
c_pct = f1(creator.get('amount_percentage') or 0)
|
||||
to_out = creator.get('token_transfer_out') or {}
|
||||
to_addr = to_out.get('address') or ''
|
||||
if to_addr and to_addr in top100_map:
|
||||
target = top100_map[to_addr]
|
||||
t_mtags = [t for t in (target.get('maker_token_tags') or []) if t not in ('top_holder','transfer_in')]
|
||||
print(f"\n ⚠️ {_('转出筹码仍在 Top100（换马甲继续持有）：', 'Transferred chips still in Top100 (sock puppet):')}")
|
||||
print(f" {addr_short(to_addr)} {_('持仓', 'hold')} {fpct(f1(target.get('amount_percentage') or 0))} {_('标签', 'tags')}: {' '.join(t_mtags) or _('无','none')}")
|
||||
elif (creator.get('balance') or 0)<1 and tf_out==0:
|
||||
print(f" ✅ {_('已完全卖出，无异常转账记录', 'Fully sold, no abnormal transfers')}")
|
||||
print()
|
||||
if to_addr and to_addr in top100_map:
|
||||
dev_summary = _("🔴 Dev 换马甲持仓，这个很危险，随时可以砸盘",
|
||||
"🔴 Dev using sock puppet — very dangerous, can dump anytime")
|
||||
elif dev_holding:
|
||||
dev_summary = _("🟡 Dev 还没出完，有出货风险，关注钱包动向",
|
||||
"🟡 Dev hasn't fully exited — dump risk, watch wallet activity")
|
||||
elif dev_realized > 50000:
|
||||
dev_summary = _(f"🟡 Dev 已套现 {usd(dev_realized)}，虽然出完了但赚了不少",
|
||||
f"🟡 Dev cashed out {usd(dev_realized)} — exited but made significant profit")
|
||||
sock = bool(to_addr and to_addr in top100_map)
|
||||
|
||||
sub_holding = [d for d in sub_devs if (d.get('balance') or 0) >= 1]
|
||||
sub_holding_pct = f1(sum(d.get('amount_percentage', 0) for d in sub_holding))
|
||||
|
||||
if sock:
|
||||
dev_line = f"🔴 {_('筹码已转至内部马甲，换手控盘', 'Chips routed to internal puppet — covert control')}"
|
||||
elif c_bal >= 1:
|
||||
if sub_holding:
|
||||
dev_line = (f"⚠️ {_('持仓', 'Holding')} {fpct(c_pct)}"
|
||||
f"（{_('含', 'incl.')} {len(sub_holding)}{_('个小号', ' sub-wallets')}）")
|
||||
else:
|
||||
dev_line = f"⚠️ {_('持仓', 'Holding')} {fpct(c_pct)}"
|
||||
else:
|
||||
dev_summary = _("🟢 Dev 已清仓，没有持仓压力",
|
||||
"🟢 Dev fully exited — no holding pressure")
|
||||
print(f" → {_('小结', 'Summary')}{_('：', ': ')}{dev_summary}")
|
||||
print()
|
||||
if sub_holding:
|
||||
dev_line = (f"⚠️ {_('主号已清仓', 'Main cleared')}，"
|
||||
f"{len(sub_holding)}{_('个关联小号持仓', ' sub-wallet(s) holding')} {fpct(sub_holding_pct)}")
|
||||
else:
|
||||
dev_line = f"✅ {_('已清仓', 'Cleared')}"
|
||||
print(f" {dev_line}")
|
||||
|
||||
if sock:
|
||||
target = top100_map[to_addr]
|
||||
t_mtags = [t for t in (target.get('maker_token_tags') or []) if t not in ('top_holder', 'transfer_in')]
|
||||
sock_hp = fpct(f1(target.get('amount_percentage') or 0))
|
||||
print(f" ↳ {_('马甲', 'Puppet')} {addr_short(to_addr)} {_('持仓', 'hold')} {sock_hp}"
|
||||
f" {_('标签', 'tags')}: {' '.join(t_mtags) or _('无', 'none')}")
|
||||
|
||||
hist_str = ""
|
||||
if created_data:
|
||||
total_cnt = (created_data.get('inner_count') or 0) + (created_data.get('open_count') or 0)
|
||||
mig_cnt = created_data.get('open_count') or 0
|
||||
hist_str = (f" · {_('历史发币', 'Token history')} {total_cnt}{_('个', '')}，"
|
||||
f"{_('成功迁移', 'migrated')} {mig_cnt}{_('个', '')}")
|
||||
print(f" {_('已获利', 'Realized')} {usd(dev_realized)}{hist_str}")
|
||||
|
||||
if created_data:
|
||||
all_tokens = created_data.get('tokens') or []
|
||||
total_cnt = (created_data.get('inner_count') or 0)+(created_data.get('open_count') or 0)
|
||||
mig_cnt = created_data.get('open_count') or 0
|
||||
nonmig_cnt = created_data.get('inner_count') or 0
|
||||
print(f" {_('历史发币', 'Token history')} {_('共', 'total')} {total_cnt} {_('已迁移', 'migrated')} {mig_cnt} {_('未迁移', 'unmigrated')} {nonmig_cnt}")
|
||||
top3_mc = sorted(all_tokens, key=lambda t: float(t.get('market_cap') or 0), reverse=True)[:3]
|
||||
if top3_mc:
|
||||
print(f" {_('当前市值 Top3', 'Current MC Top3')}:")
|
||||
for i, t in enumerate(top3_mc, 1):
|
||||
mig_label = _('已迁移', 'migrated') if t.get('is_open') else _('未迁移', 'unmigrated')
|
||||
print(f" {i}. {t.get('symbol','?')} {usd(float(t.get('market_cap') or 0))} [{mig_label}]")
|
||||
ath_info = created_data.get('creator_ath_info') or {}
|
||||
if ath_info and ath_info.get('ath_mc'):
|
||||
ath_mc = float(ath_info.get('ath_mc') or 0)
|
||||
is_curr = ath_info.get('ath_token','').lower()==TOKEN_ADDR.lower()
|
||||
curr_label = _('（本币）', ' (this token)') if is_curr else ''
|
||||
# 历史最高市值低于当前市值在数学上不可能（本币此刻的市值本身就是它的历史候选），
|
||||
# 说明上游 ath 字段还没跟上这轮拉升 —— 实测 token info 的 ath_price 等于
|
||||
# price_24h，一个 24 小时涨了上百倍的币，ATH 就会停在一天前的价位。
|
||||
# 照原样打印会被当成真实峰值，进而拿去算"距离 ATH 还有多少空间"。留 5% 容差，
|
||||
# 因为 cur_mc 自己是 median(usd_value/balance) × median(supply) 的估算值。
|
||||
stale_ath = ath_mc > 0 and cur_mc > 0 and ath_mc < cur_mc * 0.95
|
||||
ath_note = "" if not stale_ath else _(
|
||||
f" ⚠️ 低于当前市值 {usd(cur_mc)}，上游 ATH 数据滞后，不可作为峰值参考",
|
||||
f" ⚠️ below current MC {usd(cur_mc)} — upstream ATH is stale, not a usable peak")
|
||||
print(f" {_('历史最高市值', 'All-time high MC')}: {ath_info.get('token_name','')}({ath_info.get('token_symbol','?')}){curr_label} ATH {usd(ath_mc)}{ath_note}")
|
||||
print()
|
||||
ath_mc = float(ath_info.get('ath_mc') or 0)
|
||||
is_curr = ath_info.get('ath_token', '').lower() == TOKEN_ADDR.lower()
|
||||
curr_tag = _('（本币）', ' (this)') if is_curr else ''
|
||||
stale = ath_mc > 0 and cur_mc > 0 and ath_mc < cur_mc * 0.95
|
||||
stale_tag = (_(f" ⚠️ ATH可能滞后（低于当前MC {usd(cur_mc)}）",
|
||||
f" ⚠️ ATH may be stale (below current MC {usd(cur_mc)})") if stale else "")
|
||||
print(f" ↳ {_('历史最高市值', 'All-time high MC')}: {ath_info.get('token_symbol', '?')}{curr_tag} {usd(ath_mc)}{stale_tag}")
|
||||
print()
|
||||
|
||||
# ══════════════════════════════════════════════════════════
|
||||
# §3 🔗 关联资金
|
||||
# ══════════════════════════════════════════════════════════
|
||||
sec3 = _("🔗 关联资金", "🔗 Related Funds")
|
||||
print(f"━━ {sec3} {'━'*(54-len(sec3))}")
|
||||
print()
|
||||
print(f" {_('多个钱包来自同一资金来源地址，或在极短时间内同步注资', 'Multiple wallets from same funding source or funded in tight time windows')}")
|
||||
print()
|
||||
if related:
|
||||
relf = pf("🔴" if related_pct>0.25 else ("🟡" if related_pct>0.1 else "🟢"))
|
||||
# 秒级批量注资本身就是异常信号，不该因为占比小而在标题上显示为绿。判据是钱包数与
|
||||
# 时间跨度，不含流通盘占比，所以流通盘退化时（relf 为 ⚪）这条升级依然有效。
|
||||
if tight_groups and relf in ("🟢", "⚪"): relf = "🟡"
|
||||
print(f" {_('涉及', 'Involves')} {len(related)} {_('个钱包', 'wallets')} {_('持仓', 'hold')} {fpct(related_pct)} {usd(related_usd)} {relf}")
|
||||
print()
|
||||
print(f" ├─ {_('强关联（同一来源 + 时间集中或金额一致）', 'Strong (same source + tight timing or uniform amounts)')} {len(same_src_groups)} {_('组', 'groups')} / {same_src_wallets} {_('个钱包', 'wallets')} {_('持仓', 'hold')} {fpct(same_src_pct)}")
|
||||
|
||||
has_related = bool(same_src_groups or win_groups)
|
||||
if has_related:
|
||||
if same_src_groups:
|
||||
fa, ws = same_src_groups[0]
|
||||
native_in = sum(float(_tr(w, 'amount', 0) or 0) for w in ws)
|
||||
print(f" │ {_('最大组', 'Largest group')}: {len(ws)} {_('个钱包', 'wallets')} {_('来源', 'from')} {addr_short(fa)} {_('合计注资', 'total funded')} {native_in:.4f} {NSYM}")
|
||||
if weak_src_groups:
|
||||
# 只共用转入地址、时间金额都不一致 —— 交易所热钱包和团伙长得一样，不能混进合计
|
||||
print(f" ├─ {_('弱关联（仅共用转入地址，可能是交易所热钱包）', 'Weak (shared source only, may be a CEX hot wallet)')} {len(weak_src_groups)} {_('组', 'groups')} / {weak_src_wallets} {_('个钱包', 'wallets')} {_('持仓', 'hold')} {fpct(weak_src_pct)} {_('不计入上方合计', 'excluded from total above')}")
|
||||
print(f" │")
|
||||
if win_groups:
|
||||
win_total = sum(len(v) for v in win_groups)
|
||||
if tight_groups:
|
||||
print(f" └─ {_(f'同步注资（{WINDOW//60}min 内集中入场）', f'Coordinated funding (within {WINDOW//60}min)')} {win_total} {_('个钱包', 'wallets')} {_('持仓', 'hold')} {fpct(win_pct)} 🔴")
|
||||
print(f" 🔴 {_(f'其中 {tight_wallets} 个钱包在 {TIGHT} 秒内被同步注资，基本可判定脚本批量打款', f'{tight_wallets} wallet(s) funded within {TIGHT}s — almost certainly scripted batch funding')}")
|
||||
elif win_total>=3:
|
||||
print(f" └─ {_(f'同步注资（{WINDOW//60}min 内集中入场）', f'Coordinated funding (within {WINDOW//60}min)')} {win_total} {_('个钱包', 'wallets')} {_('持仓', 'hold')} {fpct(win_pct)} ⚠️")
|
||||
else:
|
||||
print(f" └─ {_(f'同步注资（{WINDOW//60}min 内集中入场）', f'Coordinated funding (within {WINDOW//60}min)')} {win_total} {_('个钱包', 'wallets')} {_('持仓', 'hold')} {fpct(win_pct)}")
|
||||
# 只有一个批次时，明细就是上面那行，不重复打印
|
||||
if len(win_groups) > 1:
|
||||
v = win_groups[0]
|
||||
print(f" {_('最大批次', 'Largest batch')}: {len(v)} {_('个钱包', 'wallets')} {_('合计持仓', 'total hold')} {fpct(fs(v), 3)} {_('时间跨度', 'span')} {_span(v)}s")
|
||||
else:
|
||||
print(f" {_('时间跨度', 'Span')} {_span(win_groups[0])}s")
|
||||
relf_src = pf("🔴" if same_src_pct>0.25 else ("🟡" if same_src_pct>0.1 else "🟢"))
|
||||
print(f" {_('相同资金来源', 'Same source'):10s} {same_src_wallets}{_('个钱包', ' wallets')} "
|
||||
f"{_('持仓', 'hold')} {fpct(same_src_pct)} {relf_src}")
|
||||
else:
|
||||
print(f" └─ {_('未发现同步集中注资', 'No coordinated funding detected')}")
|
||||
print(f" {_('相同资金来源', 'Same source'):10s} {_('✅ 未发现', '✅ None detected')}")
|
||||
if win_groups:
|
||||
win_n = sum(len(v) for v in win_groups)
|
||||
relf_win = pf("🔴" if win_pct>0.25 else ("🟡" if win_pct>0.1 else "🟢"))
|
||||
if tight_groups and relf_win in ("🟢", "⚪"): relf_win = pf("🟡")
|
||||
tight_note = f" {_('（含秒级批量注资）', '(incl. scripted batch)')}" if tight_groups else ""
|
||||
print(f" {_('同一时间段注资', 'Same-window'):10s} {win_n}{_('个钱包', ' wallets')} "
|
||||
f"{_('持仓', 'hold')} {fpct(win_pct)} {relf_win}{tight_note}")
|
||||
else:
|
||||
print(f" {_('同一时间段注资', 'Same-window'):10s} {_('✅ 未发现', '✅ None detected')}")
|
||||
else:
|
||||
if no_holders:
|
||||
print(f" {_('没有钱包可供检查资金来源', 'No wallets available to trace funding')} ⚪")
|
||||
print(f" ⚪ {_('没有钱包可供检查', 'No wallets available to check')}")
|
||||
else:
|
||||
print(f" {_('未发现明显关联资金', 'No significant linked funds detected')} 🟢")
|
||||
print(f" ✅ {_('未发现同源/同期资金，筹码来源分散', 'No linked funds — dispersed origins')}")
|
||||
if weak_src_groups:
|
||||
print(f" ({_(f'{weak_src_wallets} 个钱包共用转入地址，但时间和金额都不一致，判为交易所出金而非团伙', f'{weak_src_wallets} wallets share a funding address but differ in timing and amount — read as CEX withdrawals, not a gang')})")
|
||||
print(f" ({_(f'{weak_src_wallets} 个钱包共用转入地址，时间金额不一致，判为交易所出金',f'{weak_src_wallets} wallets share a source but differ in timing/amount — likely CEX withdrawals')})")
|
||||
print()
|
||||
|
||||
# ══════════════════════════════════════════════════════════
|
||||
# §4 🧠 优质信号
|
||||
# ══════════════════════════════════════════════════════════
|
||||
sec4 = _("🧠 优质信号", "🧠 Quality Signals")
|
||||
print(f"━━ {sec4} {'━'*(54-len(sec4))}")
|
||||
print()
|
||||
# ✅/— 只表示"这类钱包在不在场"，是个数派生的、不经过 float_share，退化时依然成立，
|
||||
# 所以不走 pf()；被中和掉的只是占比数字本身。
|
||||
print(f" {_('聪明钱', 'Smart Money')} {len(smart):2d} {_('持仓', 'hold')} {fpct(smart_pct)} {'✅' if smart else '—'}")
|
||||
if smart: print(f" {_('近期动向', 'Recent')}: {trend_str(smart)}")
|
||||
print(f" KOL {len(kol):2d} {_('持仓', 'hold')} {fpct(kol_pct)} {'✅' if kol else '—'}")
|
||||
if kol:
|
||||
for h in kol:
|
||||
name = h.get('twitter_name') or h.get('name') or addr_short(h['address'])
|
||||
print(f" · {name} {_('持仓', 'hold')} {fpct(f1(h['amount_percentage']))} {holding_status(h)} {_('买/卖', 'buy/sell')}: {h.get('buy_tx_count_cur',0)}/{h.get('sell_tx_count_cur',0)}")
|
||||
print(f" {_('鲸鱼', 'Whale')} {len(whales):2d} {_('持仓', 'hold')} {fpct(whale_pct)} {'✅' if whales else '—'}")
|
||||
if whales: print(f" {_('近期动向', 'Recent')}: {trend_str(whales)}")
|
||||
print()
|
||||
df = pf("✅" if diamond_pct>0.6 else ("🟡" if diamond_pct>0.35 else "⚠️"))
|
||||
print(f" {_('钻石手（买入过且从未卖出）', 'Diamond hands (bought & never sold)')} {len(diamond):2d} {_('持仓', 'hold')} {fpct(diamond_pct, 1)} {df}")
|
||||
if idle_airdrop:
|
||||
# 单独一行，避免读者把这批零成本筹码当成"扛住了没卖"的钻石手
|
||||
print(f" {_('空降未动（从未买入也未卖出）', 'Idle airdrop (never bought, never sold)')} {len(idle_airdrop):2d} {_('持仓', 'hold')} {fpct(idle_airdrop_pct, 1)} {_('零成本，不计入钻石手', 'zero cost — not counted as diamond hands')}")
|
||||
print(f" {_('部分卖出(<50%)', 'Partial sell (<50%)')} {len(partial):2d} {_('大量卖出(≥50%)', 'Heavy sell (≥50%)')} {len(heavy_sell):2d}")
|
||||
if sig_count == 0:
|
||||
sig_summary = _("🟡 没有聪明钱和KOL，这个币没什么外部背书",
|
||||
"🟡 No smart money or KOL — no external endorsement")
|
||||
elif kol_selling and len(kol_selling) >= max(1, len(kol)//2+1):
|
||||
sig_summary = _(f"🟡 {len(kol)}个KOL里有{len(kol_selling)}个已开始卖——跟进要小心",
|
||||
f"🟡 {len(kol_selling)}/{len(kol)} KOL(s) already selling — be careful following")
|
||||
elif smart_selling and len(smart_selling) >= max(1, len(smart)//2+1):
|
||||
sig_summary = _(f"🟡 聪明钱里有{len(smart_selling)}个已经在出货，信号在减弱",
|
||||
f"🟡 {len(smart_selling)} smart money wallet(s) selling — signal weakening")
|
||||
elif smart_holding:
|
||||
sig_summary = _(f"🟢 {len(smart_holding)}个聪明钱一直持仓没卖，这类人通常提前判断，信号较强",
|
||||
f"🟢 {len(smart_holding)} smart money wallet(s) holding firm — usually early movers, strong signal")
|
||||
elif kol_holding:
|
||||
sig_summary = _(f"🟢 {len(kol_holding)}个KOL全程持仓未卖，参考价值保留",
|
||||
f"🟢 {len(kol_holding)} KOL(s) fully holding — signal still valid")
|
||||
|
||||
if not smart and not kol and not whales:
|
||||
print(f" {_('聪明钱/KOL/鲸鱼 均无', 'No smart money / KOL / whale found')}")
|
||||
else:
|
||||
sig_summary = _("🟢 鲸鱼在场，有大资金背书",
|
||||
"🟢 Whales present — backed by large capital")
|
||||
print(f" → {_('小结', 'Summary')}{_('：', ': ')}{sig_summary}")
|
||||
if smart:
|
||||
s_trend = trend_str(smart)
|
||||
print(f" {_('聪明钱', 'Smart')} {len(smart)}{_('个', '')}({fpct(smart_pct)}) {s_trend}")
|
||||
if kol:
|
||||
k_trend = trend_str(kol)
|
||||
print(f" KOL {len(kol)}{_('个', '')}({fpct(kol_pct)}) {k_trend}")
|
||||
if whales:
|
||||
w_trend = trend_str(whales)
|
||||
print(f" {_('鲸鱼', 'Whale')} {len(whales)}{_('个', '')}({fpct(whale_pct)}) {w_trend}")
|
||||
|
||||
if diamond:
|
||||
df = pf("✅" if diamond_pct>0.6 else ("🟡" if diamond_pct>0.35 else "⚠️"))
|
||||
print(f" {_('钻石手', 'Diamond')} {len(diamond)}{_('个', '')}({fpct(diamond_pct, 1)}) {df}")
|
||||
if idle_airdrop:
|
||||
print(f" {_('转入筹码未动', 'Idle airdrop')} {len(idle_airdrop)}{_('个', '')}({fpct(idle_airdrop_pct, 1)})"
|
||||
f" {_('零成本，未计入钻石手', 'zero cost, not counted as diamond')}")
|
||||
print()
|
||||
|
||||
sec5 = _("📈 入场成本分析", "📈 Entry Cost Analysis")
|
||||
# ══════════════════════════════════════════════════════════
|
||||
# §5 💰 持仓购买力
|
||||
# ══════════════════════════════════════════════════════════
|
||||
sec5 = _("💰 持仓购买力", "💰 Buying Power")
|
||||
print(f"━━ {sec5} {'━'*(54-len(sec5))}")
|
||||
print()
|
||||
print(f" {_('当前 MC', 'Current MC')} {usd(cur_mc)}")
|
||||
|
||||
if not HAS_NATIVE:
|
||||
print(f" ⚠️ {_(f'{CHAIN} 链原生代币精度未确认，购买力无法评估', f'Native decimals unconfirmed for {CHAIN} — not assessed')}")
|
||||
else:
|
||||
if high_wallets:
|
||||
if HAS_PRICE:
|
||||
print(f" {_('高余额大户', 'High balance')} {len(high_wallets)}{_('个', '')}({fpct(high_pct_val, 1)}) "
|
||||
f"{_('可用', 'avail.')} {usd(high_total)}")
|
||||
else:
|
||||
print(f" {_('高余额大户', 'High balance')} {len(high_wallets)}{_('个', '')}({fpct(high_pct_val, 1)}) "
|
||||
f"{fmt_native(high_native)}")
|
||||
else:
|
||||
print(f" {_('高余额大户', 'High balance')} {_('0个（暂无强加仓力量）', '0 (no strong buying power)')}")
|
||||
lz_n = len(zero_wallets) + len(low_wallets) + len(mid_wallets)
|
||||
lz_pct_v = zero_pct_val + low_pct_val + mid_pct_val
|
||||
if lz_n > 0:
|
||||
print(f" {_('低/零余额', 'Low/zero')} {lz_n}{_('个', '')}({fpct(lz_pct_v, 1)}) "
|
||||
f"{_('基本无加仓能力', 'Limited buying power')}")
|
||||
print()
|
||||
time_clusters = defaultdict(list)
|
||||
for h in normal:
|
||||
sh = h.get('start_holding_at') or 0
|
||||
if sh<=0: continue
|
||||
time_clusters[(sh-token_launch)//86400].append(h)
|
||||
sig_clusters = sorted([(age,ws) for age,ws in time_clusters.items() if len(ws)>=2],
|
||||
key=lambda x: -sum(h['amount_percentage'] for h in x[1]))[:4]
|
||||
|
||||
for rank, (age, ws) in enumerate(sig_clusters, 1):
|
||||
entry_ts = token_launch + age*86400
|
||||
label = age_label(entry_ts)
|
||||
total_hp = fs(ws)
|
||||
costed = [h for h in ws if (h.get('avg_cost') or 0)>0]
|
||||
selling_out = [h for h in ws if is_distributing(h)]
|
||||
still_hold = [h for h in ws if (h.get('balance') or 0)>=1]
|
||||
if costed:
|
||||
avg_entry = sum(total_supply*h['avg_cost'] for h in costed)/len(costed)
|
||||
roi = (cur_mc-avg_entry)/avg_entry*100 if avg_entry>0 else 0
|
||||
mc_str = _(f"建仓MC {usd(avg_entry)} → 现 {usd(cur_mc)} ({roi:+.0f}%)",
|
||||
f"Entry MC {usd(avg_entry)} → now {usd(cur_mc)} ({roi:+.0f}%)")
|
||||
else:
|
||||
avg_entry=0; roi=0
|
||||
mc_str = _("建仓MC 未知（转账获得）", "Entry MC unknown (received via transfer)")
|
||||
sell_ratio = len(selling_out)/len(still_hold) if still_hold else 0
|
||||
if roi>500 and sell_ratio>0.15:
|
||||
risk_flag = "🔴"
|
||||
conclusion = _(f"这批人建仓时才 {usd(avg_entry)}，涨了 {roi:.0f}%，现在有 {len(selling_out)} 个在卖出套现——追入容易接到他们的盘",
|
||||
f"Entry at {usd(avg_entry)}, up {roi:.0f}%, {len(selling_out)} already selling — buying now means catching their exits")
|
||||
elif roi>200 and sell_ratio>0.1:
|
||||
risk_flag = "🟡"
|
||||
conclusion = _(f"涨了 {roi:.0f}%，有 {len(selling_out)} 个开始出货，但多数还没动——注意大户下一步动向",
|
||||
f"Up {roi:.0f}%, {len(selling_out)} starting to sell but most still holding — watch whale next moves")
|
||||
elif roi>0:
|
||||
risk_flag = "🟢"
|
||||
conclusion = _(f"涨了 {roi:.0f}%，出货的人不多，短期卖压不大",
|
||||
f"Up {roi:.0f}%, few selling — limited short-term pressure")
|
||||
else:
|
||||
risk_flag = "🟢"
|
||||
conclusion = _(f"这批人目前亏着呢（{roi:.0f}%），不到割肉的程度，短期不太会卖",
|
||||
f"Currently down {roi:.0f}% — unlikely to sell at a loss short-term")
|
||||
batch_label = _('批次', 'Batch')
|
||||
selling_cnt = len([h for h in ws if is_selling(h)])
|
||||
holding_cnt = len([h for h in ws if is_buying_only(h)])
|
||||
sell_str = f" 🚨 {_('出货中','selling')} {selling_cnt}" if selling_cnt else ""
|
||||
hold_str = f" 📈 {_('加仓中','accumulating')} {holding_cnt}" if holding_cnt else ""
|
||||
# 批次占比同样以流通盘为分母 —— 退化时会把一个尘埃批次打成 "hold 100.00% 🟢"，
|
||||
# 一行之内同时给出"全部筹码"和"没风险"两个错误结论。数字和旗标都要中和。
|
||||
print(f" {batch_label}{rank}{_('（', '(')}{label}{_('）', ')')} {len(ws)} {_('个钱包', 'wallets')} {_('持仓', 'hold')} {fpct(total_hp)} {pf(risk_flag)}{sell_str}{hold_str}")
|
||||
print(f" {mc_str}")
|
||||
print(f" ➤ {conclusion}")
|
||||
print()
|
||||
|
||||
sec6 = _("💰 持仓者购买力", "💰 Holder Buying Power")
|
||||
# ══════════════════════════════════════════════════════════
|
||||
# §6 🤖 建议
|
||||
# ══════════════════════════════════════════════════════════
|
||||
sec6 = _("🤖 建议", "🤖 Advice")
|
||||
print(f"━━ {sec6} {'━'*(54-len(sec6))}")
|
||||
print()
|
||||
if not HAS_NATIVE:
|
||||
print(f" {_('衡量现有持仓者还有多少子弹可以加仓', 'How much ammo holders have left to add')}")
|
||||
print()
|
||||
print(f" ⚠️ {_(f'{CHAIN} 链的原生代币精度未确认，native_balance 无法换算 —— 本节不做评估', f'Native decimals unconfirmed for {CHAIN}; native_balance cannot be converted — section not assessed')}")
|
||||
print()
|
||||
else:
|
||||
if HAS_PRICE:
|
||||
bp_str = _(f"{usd(total_buying_power)}（{fmt_native(total_buying_power_native)} @ {price_str(NATIVE_PRICE)}）",
|
||||
f"{usd(total_buying_power)} ({fmt_native(total_buying_power_native)} @ {price_str(NATIVE_PRICE)})")
|
||||
else:
|
||||
bp_str = fmt_native(total_buying_power_native)
|
||||
print(f" {_('衡量现有持仓者还有多少子弹可以加仓', 'How much ammo holders have left to add')} {_('合计可用余额', 'Total balance')} {bp_str}")
|
||||
print()
|
||||
if zero_wallets:
|
||||
print(f" ⚫ {_('零余额', 'Zero balance')} {len(zero_wallets):3d} {_('个钱包', 'wallets')} {_('持仓', 'hold')} {fpct(zero_pct_val)} — → {_('无加仓能力，可能是分仓小号', 'No buying power, likely sub-wallets')}")
|
||||
if HAS_PRICE:
|
||||
if low_wallets:
|
||||
low_total = sum(native_usd(h) for h in low_wallets)
|
||||
print(f" 🟡 {_('低（<$200）', 'Low (<$200)')} {len(low_wallets):3d} {_('个钱包', 'wallets')} {_('持仓', 'hold')} {fpct(low_pct_val)} {usd(low_total)}")
|
||||
if mid_wallets:
|
||||
mid_total = sum(native_usd(h) for h in mid_wallets)
|
||||
print(f" 🟠 {_('中（$200~$1200）', 'Mid ($200~$1200)')} {len(mid_wallets):3d} {_('个钱包', 'wallets')} {_('持仓', 'hold')} {fpct(mid_pct_val)} {usd(mid_total)}")
|
||||
if high_wallets:
|
||||
print(f" 🔴 {_('高（$1200+）', 'High ($1200+)')} {len(high_wallets):3d} {_('个钱包', 'wallets')} {_('持仓', 'hold')} {fpct(high_pct_val)} {usd(high_total)} → {_('可随时加仓', 'can add anytime')}")
|
||||
elif high_wallets:
|
||||
# 拿不到原生代币价格，只按原生数量分档，不编造美元金额
|
||||
print(f" 🟢 {_('有余额', 'Has balance')} {len(high_wallets):3d} {_('个钱包', 'wallets')} {_('持仓', 'hold')} {fpct(high_pct_val)} {fmt_native(high_native)}")
|
||||
print(f" ({_(f'{CHAIN} 链拿不到 {NSYM} 价格，仅显示原生数量', f'No {NSYM} price for {CHAIN}, native amount only')})")
|
||||
print()
|
||||
if high_wallets and HAS_PRICE:
|
||||
print(f" ➤ {_('高余额钱包', 'High-balance wallets')} {len(high_wallets)} {_('个持仓', 'holding')} {fpct(high_pct_val, 1)}{_('，', ', ')}{_('合计', 'total')} {usd(high_total)} {_('可随时加仓', 'ready to add')}")
|
||||
if zero_wallets and zero_pct_val > 0.1:
|
||||
print(f" ➤ {len(zero_wallets)} {_('个钱包零余额（持仓 ', 'wallets with zero balance (hold ')}{fpct(zero_pct_val, 1)}{_('）', ')')}, {_('无加仓能力，可能是分仓小号', 'no buying power, likely sub-wallets')}")
|
||||
print()
|
||||
|
||||
sec7 = _("📊 筹码结构", "📊 Chip Structure")
|
||||
print(f"━━ {sec7} {'━'*(54-len(sec7))}")
|
||||
print()
|
||||
total_n = len(normal)
|
||||
if total_n > 0:
|
||||
# 钱包个数答"多数人赚没赚"，流通盘占比答"赚钱的筹码有多重" —— 抛压看后者
|
||||
print(f" {_('盈利', 'Profit')} {len(profit_w)} ({len(profit_w)/total_n*100:.0f}% {_('钱包', 'wallets')} / {fpct(profit_pct, 1)} {_('流通盘', 'float')})")
|
||||
print(f" {_('亏损', 'Loss')} {len(loss_w)} ({len(loss_w)/total_n*100:.0f}% {_('钱包', 'wallets')} / {fpct(loss_pct, 1)} {_('流通盘', 'float')}) {_('持平', 'Break-even')} {total_n-len(profit_w)-len(loss_w)}")
|
||||
tf_flag = "⚠️" if len(trapped)>30 else ""
|
||||
print(f" {_('套牢盘（浮亏>20%）', 'Underwater (>20% loss)')} {len(trapped)} {_('持仓', 'hold')} {fpct(trapped_pct)} {tf_flag}")
|
||||
print(f" {_('平均持仓时长', 'Avg hold duration')} {avg_hold_days:.1f} {_('天', 'days')}")
|
||||
print()
|
||||
|
||||
sec8 = _("🤖 AI 建议", "🤖 AI Advice")
|
||||
print(f"━━ {sec8} {'━'*(54-len(sec8))}")
|
||||
print()
|
||||
print(f" {rating_em} {rating_text}")
|
||||
print()
|
||||
|
||||
if dangers:
|
||||
print(f" {_('核心风险', 'Core Risks')}:")
|
||||
for d in dangers: print(f" · {d}")
|
||||
if warns:
|
||||
print(f" {_('注意信号', 'Warnings')}:")
|
||||
for w in warns: print(f" · {w}")
|
||||
if goods:
|
||||
print(f" {_('积极因素', 'Positives')}:")
|
||||
for g in goods: print(f" · {g}")
|
||||
# 三个桶互斥、相加为 100%，读者能看出缺口是"有前科"还是"来源未知"造成的
|
||||
if no_holders:
|
||||
# 三个桶全是 0.0% 时打印它们，等于宣称"筹码里既没有风险标签也没有空降"
|
||||
print(f"\n {_('筹码质量', 'Chip quality')} ⚪ "
|
||||
f"{_('没有观测到任何钱包，无法计算', 'no wallets observed — cannot compute')}")
|
||||
core = _("⚠️ 高风险：", "⚠️ High risk: ") + dangers[0]
|
||||
elif warns:
|
||||
core = warns[0]
|
||||
elif goods:
|
||||
core = goods[0]
|
||||
elif unassessable:
|
||||
core = _("当前无法判断筹码质量，建议稍后重试", "Cannot assess chip quality right now — retry later")
|
||||
else:
|
||||
# 三个桶的分母是 normal_pct（总供应基准），不受流通盘退化影响，所以构成照常打印；
|
||||
# 但退化盘里被观测到的筹码本身只有尘埃级，对着尘埃下 🔴/🟢 的结论没有意义 ——
|
||||
# 评级已经是"无法评估"，这里再亮一个红灯只会自相矛盾。故只中和旗标，并注明筹码体量。
|
||||
_qf_disp = pf(qf)
|
||||
_qf_note = "" if not float_degenerate else _(
|
||||
f"，仅占总供应 {pct_s(normal_pct)}", f", only {pct_s(normal_pct)} of supply")
|
||||
print(f"\n {_('筹码质量', 'Chip quality')} {_qf_disp} "
|
||||
f"({_('占观测到的钱包筹码', 'share of observed wallet chips')}{_qf_note})")
|
||||
print(f" {_('自己买入且无风险标签', 'Bought in, no risk tag')} {pct(clean_ratio):.1f}%"
|
||||
f" {_('零成本空降', 'Zero-cost airdrop')} {pct(airdrop_ratio):.1f}%"
|
||||
f" {_('风险标签', 'Risk-tagged')} {pct(risk_ratio):.1f}%")
|
||||
if clean_ratio < 0.5 and airdrop_ratio > risk_ratio:
|
||||
print(_( " （缺口主要来自零成本空降：来源未知，不等于已证实的坏筹码）",
|
||||
" (Shortfall is mostly zero-cost airdrop — unknown provenance, not proven-bad chips)"))
|
||||
# 退化时 .1f 会把 0.0035% 打成 0.0%，和"未发现 LP"的 0 混成一个数
|
||||
_fs_disp = pct_s(float_raw) if float_degenerate else f"{pct(float_share):.1f}%"
|
||||
# coverage = normal_pct / float_share，退化时它同样是除零结果（恒等于 100%），不能报
|
||||
_cov_disp = "" if unassessable else _(f" Top100 覆盖流通盘 {pct(coverage):.0f}%",
|
||||
f" Top100 covers {pct(coverage):.0f}% of float")
|
||||
if burn_pct + dex_pct > 0.001:
|
||||
print(_( f" 流通盘 {_fs_disp}（销毁 {pct(burn_pct):.1f}% + DEX {pct(dex_pct):.1f}% 已剔除，不纳入评估）{_cov_disp}",
|
||||
f" Float {_fs_disp} (burn {pct(burn_pct):.1f}% + DEX {pct(dex_pct):.1f}% excluded){_cov_disp}"))
|
||||
else:
|
||||
# 没有销毁也没有 LP 行，就别写"已剔除 0.0%"
|
||||
print(_( f" 流通盘 100%（未发现销毁地址与 DEX 池）{_cov_disp}",
|
||||
f" Float 100% (no burn address or DEX pool found){_cov_disp}"))
|
||||
# 这条脚注必须跟着实际覆盖率走。原先无条件打印，于是在 Top100 覆盖 100% 流通盘的币上，
|
||||
# 它和上一行的"Top100 覆盖流通盘 100%"当场自相矛盾 —— 一行说覆盖满了，下一行说没覆盖满。
|
||||
if no_holders:
|
||||
# coverage = 0 会让下面那条打成"Top100 覆盖 0%，所以是下限"—— 下限的说法预设了有数据
|
||||
print(_( " 以上占比没有任何持仓数据支撑，既不是下限也不是完整值，请勿据此比较",
|
||||
" The percentages above rest on no holder data at all — they are neither floors nor complete values; do not compare on them"))
|
||||
elif float_degenerate:
|
||||
# 退化时 coverage 本身也是 f1() 的产物，同样是噪声，两种说法都不能给
|
||||
print(_( " 以上持仓占比的分母（流通盘）趋零，数值不可用于横向比较，请以本节顶部的绝对值为准",
|
||||
" The float denominator above is near zero, so these percentages are not comparable — use the absolute figures at the top of this section"))
|
||||
elif coverage < 0.995:
|
||||
print(_( f" 以上持仓占比均以流通盘为分母；Top100 只覆盖其中 {pct(coverage):.0f}%，未覆盖的部分意味着这些占比是下限",
|
||||
f" Percentages above are share of tradeable float; Top100 covers {pct(coverage):.0f}% of it, so they are floors"))
|
||||
else:
|
||||
print(_( " 以上持仓占比均以流通盘为分母；Top100 已覆盖全部流通盘，占比即完整值而非下限",
|
||||
" Percentages above are share of tradeable float; Top100 covers all of it, so they are complete values, not floors"))
|
||||
if coverage < 0.5 and not unassessable:
|
||||
# 覆盖率低时，"占比小"只说明 Top100 之外还有很多筹码，不能读成利好
|
||||
print(_( f" ⚠️ Top100 只覆盖了流通盘的 {pct(coverage):.0f}%，占比偏低的指标属于未知而非利好",
|
||||
f" ⚠️ Top100 covers only {pct(coverage):.0f}% of float — low percentages mean unknown, not good"))
|
||||
core = _("筹码结构正常，未发现明显风险信号", "Chip structure normal — no obvious risk signals")
|
||||
print(f" {core}")
|
||||
print()
|
||||
print(f" {_('关注以下信号，出现则考虑离场：', 'Watch for these exit signals:')}")
|
||||
for sig in exit_signals:
|
||||
print(f" · {sig}")
|
||||
|
||||
print(f" 💡 {_('离场信号：', 'Exit signals: ')}{' / '.join(exit_signals)}")
|
||||
print()
|
||||
|
||||
print("=" * 58)
|
||||
print(" [OUTPUT COMPLETE — COPY ABOVE VERBATIM, DO NOT SUMMARIZE]")
|
||||
print("=" * 58)
|
||||
|
||||
Reference in New Issue
Block a user