灏氳尝閬�(d谩)鐛甸牠鍏徃鐧�(f膩)甯冿細2025 鍗椾含澶ф暩(sh霉)鎿�(j霉)鑸囦簯瑷�(j矛)绠楁牳蹇冨礂浣嶇暙鍍�
鐧�(f膩)甯冩檪(sh铆)闁擄細2026-01-05
—— 娣卞害鍓栨瀽鏍稿績宕椾綅鍍�(ji脿)鍊�銆佽兘鍔涚礌璩�(zh矛)鑸囪柂閰畾浣�
鍦ㄦ暩(sh霉)瀛楃稉(j墨ng)婵�(j矛)鑸囨櫤鑳藉寲娴疆椹�(q奴)鍕�(d貌ng)涓�锛屽崡浜綔鐐哄湅(gu贸)瀹跺壍(chu脿ng)鏂板瀷鍩庡競鑸囧崁(q奴)鍩熸暩(sh霉)瀛楃稉(j墨ng)婵�(j矛)闆嗚仛楂樺湴锛屽ぇ鏁�(sh霉)鎿�(j霉)鑸囦簯瑷�(j矛)绠楀凡鎴愮偤鎶�琛�(sh霉)浜烘墠闇�姹傜殑鏍稿績澧為暦(zh菐ng)寮曟搸銆備紒妤�(y猫)涓嶅儏闇�瑕�“鎶�琛�(sh霉)鍩�(zh铆)琛岃��”锛屾洿闇�瑕佸叿鍌欐埌(zh脿n)鐣ヨ瑙掕垏鍫�(ch菐ng)鏅惤鍦拌兘鍔涚殑寰�(f霉)鍚堝瀷灏堟キ(y猫)浜烘墠銆�
鏈牨(b脿o)鍛婂湇绻� 鏍稿績宕椾綅鑱疯铂(z茅)銆佸礂浣嶅嫕浠诲姏妯″瀷銆佽柂閰付瀵垏鎷涜仒闆ｉ粸(di菐n) 鍥涘ぇ缍害绯荤当(t菕ng)妲�(g貌u)寤哄崡浜競鍫�(ch菐ng)澶ф暩(sh霉)鎿�(j霉)鑸囦簯瑷�(j矛)绠楅棞(gu膩n)閸靛礂浣嶅叏鏅暙鍍�銆�
涓�銆佹牳蹇冨礂浣嶅叏鏅〃锛�2025 鐗堬級
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宕椾綅
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鍏稿瀷骞磋柂锛堢▍鍓�锛岃惉(w脿n)鍏冿級
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鏍稿績鑱疯铂(z茅)鑱氱劍
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闂�(gu膩n)閸佃兘鍔涜姹�
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浜戣▓(j矛)绠楁灦妲�(g貌u)甯�
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120–220
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澶氫簯/娣峰悎浜戞灦妲�(g貌u)瑷�(sh猫)瑷�(j矛)鑸囨不鐞�
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鍒嗗竷寮忕郴绲�(t菕ng)銆佷簯鍘熺敓銆�IAM/缍�(w菐ng)绲�(lu貌)瀹夊叏
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澶ф暩(sh霉)鎿�(j霉)鏋舵(g貌u)甯�
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100–200
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鏁�(sh霉)鎿�(j霉)骞宠嚭(t谩i)鏋舵(g貌u)銆佹暩(sh霉)鎿�(j霉)涓嚭(t谩i)瑷�(sh猫)瑷�(j矛)
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鏁�(sh霉)鎿�(j霉)娌荤悊銆佹箹鍊�(c膩ng)涓�楂�銆�ETL鑸囧(sh铆)鏅�(sh铆)娴�
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鏁�(sh霉)鎿�(j霉)宸ョ▼甯�
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60–120
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鏁�(sh霉)鎿�(j霉)绠￠亾銆�ETL/ELT銆佹暩(sh霉)鎿�(j霉)鍊�(c膩ng)搴�(k霉)寤鸿ō(sh猫)
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Spark/SQL/鎵规祦涓�楂�
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鏁�(sh霉)鎿�(j霉)绉戝(xu茅)瀹�
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90–180
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妯″瀷闁�(k膩i)鐧�(f膩)銆佺壒寰佸伐绋�
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姗�(j墨)鍣ㄥ(xu茅)缈�(x铆)銆佺当(t菕ng)瑷�(j矛)寤烘ā銆佹キ(y猫)鍕�(w霉)鐞嗚В
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浜戝畨鍏ㄥ皥瀹�
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110–200
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瀹夊叏绛栫暐銆侀倞鐣屽畨鍏ㄨ垏鍚堣(gu墨)
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IAM銆佷簯瀹夊叏鏋舵(g貌u)銆侀ⅷ(f膿ng)闅�(xi菐n)瑭�(p铆ng)浼�
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SRE / 浜戦亱(y霉n)缍伐绋嬪斧
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80–150
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骞宠嚭(t谩i)鍙潬鎬ц垏鑷嫊(d貌ng)鍖栭亱(y霉n)缍�
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CI/CD銆佺洠(ji膩n)鎺�銆佽嚜鍕�(d貌ng)鍖栭亱(y霉n)缍�
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ML 骞宠嚭(t谩i)宸ョ▼甯�
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90–170
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姗�(j墨)鍣ㄥ(xu茅)缈�(x铆)骞宠嚭(t谩i)鎼缓鑸囧劒(y艒u)鍖�
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MLOps銆佸鍣ㄧ法鎺�銆佹ā鍨嬬敓鍛藉懆鏈�
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澶ф暩(sh霉)鎿�(j霉)闁�(k膩i)鐧�(f膩)宸ョ▼甯�
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70–130
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鏁�(sh霉)鎿�(j霉)鐢�(ch菐n)鍝佽垏鎳�(y墨ng)鐢ㄩ枊(k膩i)鐧�(f膩)
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Spark/Scala/Python銆�SQL
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鏁�(sh霉)鎿�(j霉)娌荤悊灏堝
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100–180
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鏁�(sh霉)鎿�(j霉)璩�(zh矛)閲忋�佸厓鏁�(sh霉)鎿�(j霉)銆佷富鏁�(sh霉)鎿�(j霉)绠＄悊
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DQ銆�MDM銆佸厓鏁�(sh霉)鎿�(j霉)瑕�(gu墨)鑼�
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浜戞垚鏈劒(y艒u)鍖栧皥瀹�
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90–160
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浜戣硣婧愭垚鏈垎鏋愯垏鍎�(y艒u)鍖�
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鎴愭湰妯″瀷銆侀爯(y霉)绠楄垏绛栫暐鎺у埗
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钖叕鍗�(q奴)闁撶偤琛屾キ(y猫)鐝�(xi脿n)鐙�鑸囧崡浜湴鍗�(q奴)甯傚牬(ch菐ng)鏁�(sh霉)鎿�(j霉)鍖附锛屽儏渚涘弮鑰冿紱瀵�(sh铆)闅涜柂閰彈浼佹キ(y猫)瑕�(gu墨)妯�銆佽妤�(y猫)灞��銆佸�欓伕浜虹稉(j墨ng)椹�(y脿n)绛夌稖鍚堝洜绱犲奖闊�銆�
浜�銆佸礂浣嶈伔璨�(z茅)鑸囨牳蹇冭兘鍔涙ā鍨嬶紙绮鹃伕閲嶉粸(di菐n)锛�
1) 浜戣▓(j矛)绠楁灦妲�(g貌u)甯�
鏍稿績鑱疯铂(z茅)
- 瑷�(sh猫)瑷�(j矛)浼佹キ(y猫)澶氫簯/娣峰悎浜戞灦妲�(g貌u)绺介珨鏂规
- 鍒跺畾浜戜笂娌荤悊銆佸畨鍏ㄩ倞鐣�銆佽í鍟�(w猫n)鎺у埗鑸囪硣婧愭(bi膩o)婧�(zh菙n)
- 椹�(q奴)鍕�(d貌ng)浜戝師鐢熸灦妲�(g貌u)钀藉湴锛堝井鏈嶅嫏(w霉)銆佸鍣ㄥ寲锛�
鑳藉姏妯″瀷锛堝嫕浠诲姏缍害锛�
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缍害
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鑳藉姏榛�(di菐n)
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鎶�琛�(sh霉)娣卞害
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鍒嗗竷寮忕郴绲�(t菕ng)銆佹湇鍕�(w霉)缍�(w菐ng)鏍�銆佸鍣�/鏈嶅嫏(w霉)绶ㄦ帓锛�K8s锛�
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鏋舵(g貌u)瑷�(sh猫)瑷�(j矛)
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鍙敤鎬�銆佸彲鎿�(ku貌)灞曟�с�佸鐏�(z膩i)鑸囨垚鏈瑠(qu谩n)琛¤ō(sh猫)瑷�(j矛)
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瀹夊叏/鍚堣(gu墨)
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IAM銆佺恫(w菐ng)绲�(lu貌)闅旈洟銆佷簯瀹夊叏绛栫暐
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鍗�(xi茅)鍚屾簼閫�
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璺ㄩ儴闁�鏋舵(g貌u)瑷庤珫鑸囨妧琛�(sh霉)钀藉湴鎺ㄥ嫊(d貌ng)
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2) 澶ф暩(sh霉)鎿�(j霉)鏋舵(g貌u)甯�
鏍稿績鑱疯铂(z茅)
- 瑕�(gu墨)鍔冧紒妤�(y猫)绲�(t菕ng)涓�鏁�(sh霉)鎿�(j霉)骞宠嚭(t谩i)锛堟箹鍊�(c膩ng)涓�楂�銆佸(sh铆)鏅�(sh铆)/鎵规祦鍗�(xi茅)鍚岋級
- 瑷�(sh猫)瑷�(j矛)鏁�(sh霉)鎿�(j霉)娌荤悊鍏ㄩ張璺垏鏁�(sh霉)鎿�(j霉)鐢�(ch菐n)鍝佹ā鍨�
- 瀹氱京鏁�(sh霉)鎿�(j霉)鍩虹(ch菙)鑳藉姏妯�(bi膩o)婧�(zh菙n)銆佹暩(sh霉)鎿�(j霉)鍏变韩鑸� API 绠＄悊
鑳藉姏妯″瀷
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缍害
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瑕佺礌
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鏁�(sh霉)鎿�(j霉)娌荤悊
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鏁�(sh霉)鎿�(j霉)璩�(zh矛)閲�銆佸厓鏁�(sh霉)鎿�(j霉)銆佷富鏁�(sh霉)鎿�(j霉)绠＄悊
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骞宠嚭(t谩i)寤鸿ō(sh猫)
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鎵规祦涓�楂斻�佸(sh铆)鏅�(sh铆)瑷�(j矛)绠�銆佹暩(sh霉)鎿�(j霉)婀栬垏鏁�(sh霉)鎿�(j霉)鍊�(c膩ng)
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鎬ц兘鍎�(y艒u)鍖�
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鏌ヨ鍎�(y艒u)鍖�銆佸瓨鍎�(ch菙)鍒嗗堡銆佺摱闋稿垎鏋�
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鎴�(zh脿n)鐣ヨ瑙�
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妤�(y猫)鍕�(w霉)鍫�(ch菐ng)鏅皪(du矛)鎺ヨ垏鍍�(ji脿)鍊艰惤鍦拌兘鍔�
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3) 鏁�(sh霉)鎿�(j霉)绉戝(xu茅)瀹�
鏍稿績鑱疯铂(z茅)
- 鎻愬彇楂樺児(ji脿)鍊肩壒寰佽垏绠楁硶妯″瀷锛堝洖姝�/鍒嗛/鑱氶绛夛級
- 妯″瀷閮ㄧ讲鑸囨寚妯�(bi膩o)楂旂郴寤鸿ō(sh猫)
- 鑸囨キ(y猫)鍕�(w霉)閮ㄩ杸鍗�(xi茅)鍚屽埗瀹氱畻娉曢﹨(q奴)鍕�(d貌ng)妤�(y猫)鍕�(w霉)绛栫暐
鑳藉姏妯″瀷
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缍害
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瑕佺礌
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绠楁硶鑳藉姏
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姗�(j墨)鍣ㄥ(xu茅)缈�(x铆)/娣卞害瀛�(xu茅)缈�(x铆)銆佹ā鍨嬭⿻(p铆ng)浼拌垏瑾�(di脿o)鍎�(y艒u)
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宸ョ▼瀵�(sh铆)韪�
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妯″瀷閮ㄧ讲銆佹祦姘寸窔鑷嫊(d貌ng)鍖�
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妤�(y猫)鍕�(w霉)鐞嗚В
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鍫�(ch菐ng)鏅綁(zhu菐n)鍖栬垏鎸囨(bi膩o)瑙ｉ噵
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鏁�(sh霉)瀛�(xu茅)鑸囩当(t菕ng)瑷�(j矛)
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绲�(t菕ng)瑷�(j矛)鎺ㄦ柗銆佹鐜囧垎甯冪悊瑙�
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涓�銆佽柂閰定鍕�(sh矛)鍒嗘瀽锛�2023–2025 姗悜?q奴)巍榫�?span lang="EN-US">
1. 鏁撮珨钖叕涓婃疾鎱�(t脿i)鍕�(sh矛)
杩戝勾渚�(l谩i)澶ф暩(sh霉)鎿�(j霉)鑸囦簯瑷�(j矛)绠楀礂浣嶈柂閰寔绾�(x霉)涓婃疾锛屾牳蹇冮﹨(q奴)鍕�(d貌ng)鍥犵礌鍖呮嫭锛�
- 浼佹キ(y猫)鏁�(sh霉)瀛楀寲杞�(zhu菐n)鍨嬫埌(zh脿n)鐣ユ彁閫�
- 鏅鸿兘鍖栬垏鑷嫊(d貌ng)鍖栨妧琛�(sh霉)钀藉湴瀵�(sh铆)韪愰渶姹備笂鎻�(y谩ng)
- 鎶�琛�(sh霉)閭婄晫鎿�(ku貌)灞曪紙濡備簯鍘熺敓銆佹贩鍚堜簯銆佸畨鍏級灏�(du矛)浜烘墠鍍�(ji脿)鍊兼孩鍍�(ji脿)
鍦ㄥ崡浜湴鍗�(q奴)锛屽礂浣嶈柂閰�氬父浣嶄簬 涓儴鍋忎笂姘村钩锛岃垏涓婃捣/鏉窞/娣卞湷绛変竴绶氬煄甯傜浉姣�锛屽叾鐢熸椿鎴愭湰鑸囪伔浣忓钩琛″劒(y艒u)鍕�(sh矛)浣垮緱鏁撮珨钖叕绔�(j矛ng)鐖�(zh膿ng)鍔涙洿鏄庨’銆�
2. 楂樻妧鑳�/鎴�(zh脿n)鐣ュ瀷宕椾綅钖叕婧㈠児(ji脿)椤憲
濡� 浜戣▓(j矛)绠楁灦妲�(g貌u)甯�銆�澶ф暩(sh霉)鎿�(j霉)鏋舵(g貌u)甯�銆�浜戝畨鍏ㄥ皥瀹� 绛夋牳蹇冨礂浣嶈柂閰仩(yu菐n)楂樹簬琛屾キ(y猫)鍩虹(ch菙)宕椾綅锛屼笖骞磋柂涓婃疾閫熷害闋�(l菒ng)鍏堟暣楂斿钩鍧囨按骞�銆�
甯傚牬(ch菐ng)鍙嶆槧瓒ㄥ嫝(sh矛)锛堝吀鍨嬪骞呭弮鑰冿級锛�
|
宕椾綅
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2023 鍦板崁(q奴)骞冲潎
|
2025闋�(y霉)娓�(c猫)
|
鍚屾瘮澧炲箙
|
|
浜戞灦妲�(g貌u)甯�
|
~110钀�(w脿n)
|
~130钀�(w脿n)
|
+18%
|
|
鏁�(sh霉)鎿�(j霉)鏋舵(g貌u)甯�
|
~95钀�(w脿n)
|
~115钀�(w脿n)
|
+21%
|
|
鏁�(sh霉)鎿�(j霉)绉戝(xu茅)瀹�
|
~85钀�(w脿n)
|
~105钀�(w脿n)
|
+24%
|
|
浜戝畨鍏ㄥ皥瀹�
|
~100钀�(w脿n)
|
~120钀�(w脿n)
|
+20%
|
涓婅堪瓒ㄥ嫝(sh矛)鐐鸿妤�(y猫)鍏稿瀷璧板嫝(sh矛)鍖附锛屽儏鐐轰及鍊煎崁(q奴)闁撳弮鑰�銆�
鍥�銆佹嫑鑱橀洠榛�(di菐n)鑸囧礂浣嶄緵闇�绲�(ji茅)妲�(g貌u)鎬у垎鏋�
1) 鎶�琛�(sh霉)寰�(f霉)鍚堣兘鍔涗緵绲︿笉瓒�
寰�(f霉)鍚堣兘鍔涳紙濡備簯鍘熺敓 + 瀹夊叏锛涙暩(sh霉)鎿�(j霉)鏋舵(g貌u) + 妤�(y猫)鍕�(w霉)娲炲療锛夋垚鐐� 渚涚郸鐡堕牳銆傝純瀹规槗鎷涘埌“鍠竴鎶�琛�(sh霉)缍害浜烘墠”锛屼絾闆ｄ互鍖归厤浼佹キ(y猫) “鎶�琛�(sh霉)娣卞害 + 妤�(y猫)鍕�(w霉)钀藉湴”闆欑董瑕佹眰銆�
2) 妤�(y猫)鍕�(w霉)鐞嗚В鑸囨埌(zh脿n)鐣ユ�濈董鐭澘
瑷卞鍊欓伕浜烘妧琛�(sh霉)鎵庡(sh铆)锛屼絾鍦ㄤ互涓嬫柟闈㈠瓨鍦ㄧ煭鏉�锛屽緸鑰屽鍔犻潰瑭︽窐姹扮巼锛�
- 鍫�(ch菐ng)鏅寲瑙ｆ焙鏂规鑳藉姏
- 鎶婃妧琛�(sh霉)杞�(zhu菐n)鍖栫偤妤�(y猫)鍕�(w霉)鎴愭灉鐨勫煼(zh铆)琛屽姏
- 鍦ㄦキ(y猫)鍕�(w霉)閮ㄩ杸锛堥潪鎶�琛�(sh霉)鍦�(tu谩n)闅�(du矛)锛夐��(j矛n)琛屾簼閫�/鎺ㄥ嫊(d貌ng)鐨勫奖闊垮姏
3) 鎷涜仒鍛ㄦ湡寤堕暦(zh菐ng)鑸囧劒(y艒u)绉�鍊欓伕浜烘祦澶�
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閬垮厤 “绨�(ji菐n)姝烽棞(gu膩n)閸佃鍖归厤” 灏�(d菐o)鑷寸殑鎷涜仒鍋忓樊锛岄�氶亷(gu貌)妲�(g貌u)寤� 鍕濅换鍔涙鏋� + 鑳藉姏瑭�(p铆ng)鍒嗛珨绯� 瀵�(sh铆)鐝�(xi脿n)绮炬簴(zh菙n)绡╅伕鑸囪⿻(p铆ng)浼�銆�
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