refactor(pool): 移除调度多维评分详情，简化为 reasons 摘要

移除 scheduling_score、candidate_eligible、scheduling_dimensions 等字段，
前后端统一使用 scheduling_reasons 展示调度状态，精简号池列表信息密度。

frontend/src/api/endpoints/pool.ts

@@ -142,11 +142,6 @@ export interface PoolKeyDetail {
     | string
   scheduling_label?: string
   scheduling_reasons?: PoolSchedulingReason[]
-  scheduling_score?: number
-  candidate_eligible?: boolean
-  scheduling_blocked_count?: number
-  scheduling_degraded_count?: number
-  scheduling_dimensions?: PoolSchedulingDimension[]
 }
 
 export interface PoolSchedulingReason {
@@ -158,18 +153,6 @@ export interface PoolSchedulingReason {
   detail?: string | null
 }
 
-export interface PoolSchedulingDimension {
-  code: string
-  label: string
-  status: 'ok' | 'degraded' | 'blocked' | string
-  blocking: boolean
-  source: 'manual' | 'pool' | 'health' | 'policy' | string
-  weight: number
-  score: number
-  ttl_seconds?: number | null
-  detail?: string | null
-}
-
 export interface PoolKeysPageResponse {
   total: number
   page: number

frontend/src/views/admin/PoolManagement.vue

@@ -291,9 +291,6 @@
                 >
                   配额
                 </TableHead>
-                <TableHead class="w-[180px] font-semibold whitespace-nowrap">
-                  调度
-                </TableHead>
                 <TableHead class="w-24 font-semibold whitespace-nowrap">
                   状态
                 </TableHead>
@@ -439,95 +436,6 @@
                     class="text-xs text-muted-foreground"
                   >-</span>
                 </TableCell>
-                <TableCell class="py-3">
-                  <div
-                    class="grid grid-rows-[16px_16px] gap-1 w-20"
-                    :title="getSchedulingDimensionTitle(key)"
-                  >
-                    <div class="h-4 flex items-center justify-between gap-1">
-                      <span
-                        class="text-[11px] font-normal leading-none tabular-nums"
-                        :class="isCandidateEligible(key) ? 'text-foreground' : 'text-destructive'"
-                      >
-                        {{ getSchedulingScore(key).toFixed(1) }}
-                      </span>
-                      <Popover
-                        :open="schedulingDetailDesktopPopoverOpenKeyId === key.key_id"
-                        @update:open="(v: boolean) => handleSchedulingDetailDesktopPopoverToggle(key.key_id, v)"
-                      >
-                        <PopoverTrigger as-child>
-                          <button
-                            type="button"
-                            class="inline-flex h-4 w-4 items-center justify-center text-muted-foreground hover:text-foreground"
-                            title="查看计算详情"
-                            @click.stop
-                          >
-                            <CircleHelp class="w-3 h-3" />
-                          </button>
-                        </PopoverTrigger>
-                        <PopoverContent
-                          class="w-72 p-3"
-                          side="bottom"
-                          align="start"
-                        >
-                          <div class="space-y-2">
-                            <div class="text-xs font-medium">
-                              调度分计算详情
-                            </div>
-                            <div class="max-h-56 overflow-y-auto space-y-2 pr-1">
-                              <div
-                                v-for="item in getSchedulingRuleEntries(key)"
-                                :key="`${key.key_id}-score-detail-${item.code}`"
-                                class="rounded-md border border-border/60 p-2"
-                              >
-                                <div class="flex items-center justify-between gap-2">
-                                  <span class="text-[11px] font-medium">
-                                    {{ item.label }}
-                                  </span>
-                                  <Badge
-                                    :variant="getSchedulingDimensionStatusVariant(item.status)"
-                                    class="text-[10px]"
-                                  >
-                                    {{ getSchedulingDimensionStatusLabel(item.status) }}
-                                  </Badge>
-                                </div>
-                                <div
-                                  v-if="item.weight != null || item.score != null"
-                                  class="text-[10px] text-muted-foreground mt-1"
-                                >
-                                  <span v-if="item.weight != null">权重 {{ item.weight }}</span>
-                                  <span v-if="item.weight != null && item.score != null"> · </span>
-                                  <span v-if="item.score != null">分值 {{ Math.round(item.score * 100) }}</span>
-                                </div>
-                                <div
-                                  v-if="item.detail"
-                                  class="text-[10px] text-muted-foreground mt-1 break-all"
-                                >
-                                  {{ item.detail }}
-                                </div>
-                                <div
-                                  v-if="item.ttl_seconds && item.ttl_seconds > 0"
-                                  class="text-[10px] text-muted-foreground mt-1"
-                                >
-                                  剩余 {{ formatTTL(item.ttl_seconds) }}
-                                </div>
-                              </div>
-                            </div>
-                          </div>
-                        </PopoverContent>
-                      </Popover>
-                    </div>
-                    <div class="h-4 flex items-center">
-                      <div class="w-full h-1.5 bg-border rounded-full overflow-hidden">
-                        <div
-                          class="h-full transition-all duration-300"
-                          :class="getSchedulingScoreBarColor(getSchedulingScore(key))"
-                          :style="{ width: `${Math.max(Math.min(getSchedulingScore(key), 100), 0)}%` }"
-                        />
-                      </div>
-                    </div>
-                  </div>
-                </TableCell>
                 <TableCell class="py-3">
                   <Badge
                     :variant="getSchedulingBadgeVariant(key)"
@@ -896,94 +804,8 @@
             </div>
             <div
               class="mt-2.5 grid gap-2"
-              :class="showAccountQuotaColumn ? 'grid-cols-2 sm:grid-cols-3 lg:grid-cols-5' : 'grid-cols-2 sm:grid-cols-4'"
+              :class="showAccountQuotaColumn ? 'grid-cols-2 sm:grid-cols-3 lg:grid-cols-4' : 'grid-cols-2 sm:grid-cols-3'"
             >
-              <div class="p-2 bg-muted/50 rounded-lg text-xs">
-                <div class="text-muted-foreground mb-0.5">
-                  调度
-                </div>
-                <div class="w-24 flex items-center justify-between gap-1">
-                  <div
-                    class="font-normal tabular-nums text-[10px] leading-none"
-                    :class="isCandidateEligible(key) ? 'text-foreground' : 'text-destructive'"
-                    :title="getSchedulingDimensionTitle(key)"
-                  >
-                    {{ getSchedulingScore(key).toFixed(1) }}
-                  </div>
-                  <Popover
-                    :open="schedulingDetailMobilePopoverOpenKeyId === key.key_id"
-                    @update:open="(v: boolean) => handleSchedulingDetailMobilePopoverToggle(key.key_id, v)"
-                  >
-                    <PopoverTrigger as-child>
-                      <button
-                        type="button"
-                        class="inline-flex h-4 w-4 items-center justify-center text-muted-foreground hover:text-foreground"
-                        title="查看计算详情"
-                        @click.stop
-                      >
-                        <CircleHelp class="w-3 h-3" />
-                      </button>
-                    </PopoverTrigger>
-                    <PopoverContent
-                      class="w-72 p-3"
-                      side="bottom"
-                      align="start"
-                    >
-                      <div class="space-y-2">
-                        <div class="text-xs font-medium">
-                          调度分计算详情
-                        </div>
-                        <div class="max-h-56 overflow-y-auto space-y-2 pr-1">
-                          <div
-                            v-for="item in getSchedulingRuleEntries(key)"
-                            :key="`${key.key_id}-mobile-score-detail-${item.code}`"
-                            class="rounded-md border border-border/60 p-2"
-                          >
-                            <div class="flex items-center justify-between gap-2">
-                              <span class="text-[11px] font-medium">
-                                {{ item.label }}
-                              </span>
-                              <Badge
-                                :variant="getSchedulingDimensionStatusVariant(item.status)"
-                                class="text-[10px]"
-                              >
-                                {{ getSchedulingDimensionStatusLabel(item.status) }}
-                              </Badge>
-                            </div>
-                            <div
-                              v-if="item.weight != null || item.score != null"
-                              class="text-[10px] text-muted-foreground mt-1"
-                            >
-                              <span v-if="item.weight != null">权重 {{ item.weight }}</span>
-                              <span v-if="item.weight != null && item.score != null"> · </span>
-                              <span v-if="item.score != null">分值 {{ Math.round(item.score * 100) }}</span>
-                            </div>
-                            <div
-                              v-if="item.detail"
-                              class="text-[10px] text-muted-foreground mt-1 break-all"
-                            >
-                              {{ item.detail }}
-                            </div>
-                            <div
-                              v-if="item.ttl_seconds && item.ttl_seconds > 0"
-                              class="text-[10px] text-muted-foreground mt-1"
-                            >
-                              剩余 {{ formatTTL(item.ttl_seconds) }}
-                            </div>
-                          </div>
-                        </div>
-                      </div>
-                    </PopoverContent>
-                  </Popover>
-                </div>
-                <div class="w-24 h-1.5 bg-border rounded-full overflow-hidden mt-1">
-                  <div
-                    class="h-full transition-all duration-300"
-                    :class="getSchedulingScoreBarColor(getSchedulingScore(key))"
-                    :style="{ width: `${Math.max(Math.min(getSchedulingScore(key), 100), 0)}%` }"
-                  />
-                </div>
-              </div>
               <div class="p-2 bg-muted/50 rounded-lg text-xs">
                 <div class="text-muted-foreground mb-0.5">
                   最后使用
@@ -1162,7 +984,6 @@ import {
   Globe,
   SquarePen,
   Trash2,
-  CircleHelp,
   Ban,
 } from 'lucide-vue-next'
 
@@ -1392,8 +1213,6 @@ async function selectProvider(id: string) {
   oauthKeyEditDialogOpen.value = false
   proxyDesktopPopoverOpenKeyId.value = null
   proxyMobilePopoverOpenKeyId.value = null
-  schedulingDetailDesktopPopoverOpenKeyId.value = null
-  schedulingDetailMobilePopoverOpenKeyId.value = null
   suppressFiltersWatch = true
   currentPage.value = 1
   searchQuery.value = ''
@@ -1438,8 +1257,6 @@ const recoveringHealthKeyId = ref<string | null>(null)
 const savingProxyKeyId = ref<string | null>(null)
 const proxyDesktopPopoverOpenKeyId = ref<string | null>(null)
 const proxyMobilePopoverOpenKeyId = ref<string | null>(null)
-const schedulingDetailDesktopPopoverOpenKeyId = ref<string | null>(null)
-const schedulingDetailMobilePopoverOpenKeyId = ref<string | null>(null)
 const deletingKeyId = ref<string | null>(null)
 const togglingKeyId = ref<string | null>(null)
 
@@ -1753,20 +1570,6 @@ function handleProxyMobilePopoverToggle(keyId: string, open: boolean) {
   }
 }
 
-function handleSchedulingDetailDesktopPopoverToggle(keyId: string, open: boolean) {
-  schedulingDetailDesktopPopoverOpenKeyId.value = open ? keyId : null
-  if (open) {
-    schedulingDetailMobilePopoverOpenKeyId.value = null
-  }
-}
-
-function handleSchedulingDetailMobilePopoverToggle(keyId: string, open: boolean) {
-  schedulingDetailMobilePopoverOpenKeyId.value = open ? keyId : null
-  if (open) {
-    schedulingDetailDesktopPopoverOpenKeyId.value = null
-  }
-}
-
 async function setKeyProxy(key: PoolKeyDetail, nodeId: string) {
   savingProxyKeyId.value = key.key_id
   try {
@@ -2050,14 +1853,6 @@ function getSchedulingTitle(key: PoolKeyDetail): string {
   const accountAlertTitle = getAccountAlertTitle(key)
   if (accountAlertTitle) return accountAlertTitle
 
-  if (key.scheduling_dimensions && key.scheduling_dimensions.length > 0) {
-    return key.scheduling_dimensions.map((item) => {
-      const ttl = item.ttl_seconds && item.ttl_seconds > 0 ? ` (${formatTTL(item.ttl_seconds)})` : ''
-      const detail = item.detail ? ` - ${item.detail}` : ''
-      return `${item.label}: ${item.status}${ttl}${detail}`
-    }).join('\n')
-  }
-
   const reasons = key.scheduling_reasons ?? []
   if (reasons.length > 0) {
     return reasons.map((item) => {
@@ -2074,89 +1869,6 @@ function getSchedulingTitle(key: PoolKeyDetail): string {
   return getSchedulingBadgeLabel(key)
 }
 
-function getSchedulingScore(key: PoolKeyDetail): number {
-  const raw = key.scheduling_score
-  if (typeof raw === 'number' && Number.isFinite(raw)) {
-    return Math.max(Math.min(raw, 100), 0)
-  }
-  const status = getSchedulingStatus(key)
-  if (status === 'blocked') return 35
-  if (status === 'degraded') return 68
-  return 100
-}
-
-function getSchedulingScoreBarColor(score: number): string {
-  if (score >= 80) return 'bg-green-500 dark:bg-green-400'
-  if (score >= 50) return 'bg-yellow-500 dark:bg-yellow-400'
-  return 'bg-red-500 dark:bg-red-400'
-}
-
-function isCandidateEligible(key: PoolKeyDetail): boolean {
-  if (typeof key.candidate_eligible === 'boolean') return key.candidate_eligible
-  return getSchedulingStatus(key) !== 'blocked'
-}
-
-function getSchedulingDimensionTitle(key: PoolKeyDetail): string {
-  const dimensions = key.scheduling_dimensions ?? []
-  if (!dimensions.length) return ''
-  return dimensions.map((item) => {
-    const ttl = item.ttl_seconds && item.ttl_seconds > 0 ? ` (${formatTTL(item.ttl_seconds)})` : ''
-    const detail = item.detail ? ` - ${item.detail}` : ''
-    return `${item.label}: ${item.status}${ttl}${detail}`
-  }).join('\n')
-}
-
-function getSchedulingRuleEntries(
-  key: PoolKeyDetail,
-): NonNullable<PoolKeyDetail['scheduling_dimensions']> {
-  const dimensions = key.scheduling_dimensions ?? []
-  if (dimensions.length > 0) {
-    return dimensions
-  }
-
-  const reasons = key.scheduling_reasons ?? []
-  if (reasons.length > 0) {
-    return reasons.map((reason) => ({
-      code: reason.code,
-      label: reason.label,
-      status: reason.blocking ? 'blocked' : 'degraded',
-      blocking: reason.blocking,
-      source: reason.source,
-      weight: 0,
-      score: 0,
-      ttl_seconds: reason.ttl_seconds ?? null,
-      detail: reason.detail ?? null,
-    }))
-  }
-
-  const fallbackStatus = getSchedulingStatus(key)
-  return [
-    {
-      code: key.scheduling_reason ?? 'available',
-      label: getSchedulingBadgeLabel(key),
-      status: fallbackStatus === 'available' ? 'ok' : fallbackStatus,
-      blocking: fallbackStatus === 'blocked',
-      source: 'pool',
-      weight: 0,
-      score: 0,
-      ttl_seconds: null,
-      detail: null,
-    },
-  ]
-}
-
-function getSchedulingDimensionStatusLabel(status: string): string {
-  if (status === 'blocked') return '阻塞'
-  if (status === 'degraded') return '降级'
-  return '可用'
-}
-
-function getSchedulingDimensionStatusVariant(status: string): PoolStatusVariant {
-  if (status === 'blocked') return 'destructive'
-  if (status === 'degraded') return 'warning'
-  return 'default'
-}
-
 function formatTTL(seconds: number): string {
   if (seconds <= 0) return ''
   const m = Math.floor(seconds / 60)

src/api/admin/pool/routes.py

@@ -47,7 +47,6 @@ from .schemas import (
     PoolKeysPageResponse,
     PoolOverviewItem,
     PoolOverviewResponse,
-    PoolSchedulingDimension,
     PoolSchedulingReason,
     PresetDimensionMetaResponse,
     PresetModeMetaResponse,
@@ -508,17 +507,7 @@ def _build_pool_scheduling_state(
     cost_limit: int | None,
     cost_soft_threshold_percent: int,
     health_score: float,
-) -> tuple[
+) -> tuple[str, str, str, list[PoolSchedulingReason]]:
-    str,
-    str,
-    str,
-    list[PoolSchedulingReason],
-    float,
-    bool,
-    int,
-    int,
-    list[PoolSchedulingDimension],
-]:
     """Build unified scheduling state for frontend display."""
     snapshot = PoolSchedulingSnapshot(
         is_active=is_active,
@@ -537,28 +526,12 @@ def _build_pool_scheduling_state(
     dimensions_raw = evaluate_pool_scheduling_dimensions(snapshot)
     summary = summarize_pool_scheduling_dimensions(dimensions_raw)
 
-    scheduling_dimensions: list[PoolSchedulingDimension] = []
     scheduling_reasons: list[PoolSchedulingReason] = []
-
     for item in dimensions_raw:
-        detail = item.detail
-        if item.code == "cooldown":
-            detail = _format_cooldown_detail(detail)
-
-        model = PoolSchedulingDimension(
-            code=item.code,
-            label=item.label,
-            status=item.status,
-            blocking=bool(item.blocking or item.status == "blocked"),
-            source=item.source,
-            weight=item.weight,
-            score=item.score,
-            ttl_seconds=item.ttl_seconds,
-            detail=detail,
-        )
-        scheduling_dimensions.append(model)
-
         if item.status != "ok":
+            detail = item.detail
+            if item.code == "cooldown":
+                detail = _format_cooldown_detail(detail)
             scheduling_reasons.append(
                 PoolSchedulingReason(
                     code=item.code,
@@ -575,11 +548,6 @@ def _build_pool_scheduling_state(
         summary.reason,
         summary.label,
         scheduling_reasons,
-        summary.score,
-        summary.candidate_eligible,
-        summary.blocked_count,
-        summary.degraded_count,
-        scheduling_dimensions,
     )
 
 
@@ -902,11 +870,6 @@ class AdminListPoolKeysAdapter(AdminApiAdapter):
                 scheduling_reason,
                 scheduling_label,
                 scheduling_reasons,
-                scheduling_score,
-                candidate_eligible,
-                scheduling_blocked_count,
-                scheduling_degraded_count,
-                scheduling_dimensions,
             ) = _build_pool_scheduling_state(
                 is_active=bool(k.is_active),
                 account_blocked=account_state.blocked,
@@ -1035,11 +998,6 @@ class AdminListPoolKeysAdapter(AdminApiAdapter):
                     scheduling_reason=scheduling_reason,
                     scheduling_label=scheduling_label,
                     scheduling_reasons=scheduling_reasons,
-                    scheduling_score=scheduling_score,
-                    candidate_eligible=candidate_eligible,
-                    scheduling_blocked_count=scheduling_blocked_count,
-                    scheduling_degraded_count=scheduling_degraded_count,
-                    scheduling_dimensions=scheduling_dimensions,
                 )
             )
 

src/api/admin/pool/schemas.py

@@ -64,19 +64,6 @@ class PoolSchedulingReason(BaseModel):
     detail: str | None = None
 
 
-class PoolSchedulingDimension(BaseModel):
-    """Detailed scheduling dimension status."""
-
-    code: str
-    label: str
-    status: str = "ok"  # ok / degraded / blocked
-    blocking: bool = False
-    source: str = "pool"
-    weight: int = 1
-    score: float = 1.0  # normalized 0~1
-    ttl_seconds: int | None = None
-    detail: str | None = None
-
 
 class PoolKeyDetail(BaseModel):
     """Detailed status of a single pool key."""
@@ -124,11 +111,6 @@ class PoolKeyDetail(BaseModel):
     scheduling_reason: str = "available"
     scheduling_label: str = "可用"
     scheduling_reasons: list[PoolSchedulingReason] = Field(default_factory=list)
-    scheduling_score: float = 100.0
-    candidate_eligible: bool = True
-    scheduling_blocked_count: int = 0
-    scheduling_degraded_count: int = 0
-    scheduling_dimensions: list[PoolSchedulingDimension] = Field(default_factory=list)
 
     model_config = ConfigDict(from_attributes=True)
 

src/services/provider/pool/scheduling_dimensions.py

@@ -53,7 +53,6 @@ class PoolSchedulingSummary:
     status: str  # available / degraded / blocked
     reason: str
     label: str
-    score: float
     candidate_eligible: bool
     blocked_count: int
     degraded_count: int
@@ -408,7 +407,6 @@ def summarize_pool_scheduling_dimensions(
             status="available",
             reason="available",
             label="可用",
-            score=100.0,
             candidate_eligible=True,
             blocked_count=0,
             degraded_count=0,
@@ -417,18 +415,12 @@ def summarize_pool_scheduling_dimensions(
     blocked = [item for item in dimensions if item.status == "blocked" or item.blocking]
     degraded = [item for item in dimensions if item.status == "degraded"]
 
-    total_weight = sum(max(item.weight, 1) for item in dimensions)
-    weighted_score = sum(
-        max(item.weight, 1) * max(min(item.score, 1.0), 0.0) for item in dimensions
-    ) / max(total_weight, 1)
-
     if blocked:
         primary = blocked[0]
         return PoolSchedulingSummary(
             status="blocked",
             reason=primary.code,
             label=primary.label,
-            score=round(weighted_score * 100, 1),
             candidate_eligible=False,
             blocked_count=len(blocked),
             degraded_count=len(degraded),
@@ -440,7 +432,6 @@ def summarize_pool_scheduling_dimensions(
             status="degraded",
             reason=primary.code,
             label=primary.label,
-            score=round(weighted_score * 100, 1),
             candidate_eligible=True,
             blocked_count=0,
             degraded_count=len(degraded),
@@ -450,7 +441,6 @@ def summarize_pool_scheduling_dimensions(
         status="available",
         reason="available",
         label="可用",
-        score=round(weighted_score * 100, 1),
         candidate_eligible=True,
         blocked_count=0,
         degraded_count=0,

tests/services/test_pool_scheduling_dimensions.py

@@ -40,7 +40,6 @@ def test_summary_available_when_all_dimensions_ok() -> None:
     assert summary.candidate_eligible is True
     assert summary.blocked_count == 0
     assert summary.degraded_count == 0
-    assert summary.score == 100.0
 
 
 def test_summary_blocked_when_manual_disabled() -> None:
@@ -51,7 +50,6 @@ def test_summary_blocked_when_manual_disabled() -> None:
     assert summary.reason == "manual_disabled"
     assert summary.candidate_eligible is False
     assert summary.blocked_count >= 1
-    assert summary.score < 100.0
 
 
 def test_summary_blocked_when_account_state_blocked() -> None:
@@ -114,7 +112,6 @@ def test_empty_summary_defaults_to_available() -> None:
     summary = summarize_pool_scheduling_dimensions([])
     assert summary.status == "available"
     assert summary.reason == "available"
-    assert summary.score == 100.0
 
 
 def test_dimension_result_keeps_degraded_health_details() -> None:

tests/unit/test_pool_management_scheduling_state.py

@@ -12,11 +12,6 @@ def test_pool_scheduling_state_manual_disabled_is_blocked() -> None:
         reason,
         _label,
         reasons,
-        score,
-        candidate_eligible,
-        blocked_count,
-        _degraded_count,
-        dimensions,
     ) = _build_pool_scheduling_state(
         is_active=False,
         account_blocked=False,
@@ -34,11 +29,7 @@ def test_pool_scheduling_state_manual_disabled_is_blocked() -> None:
 
     assert status == "blocked"
     assert reason == "manual_disabled"
-    assert candidate_eligible is False
-    assert blocked_count >= 1
-    assert score < 100
     assert any(item.code == "manual_disabled" for item in reasons)
-    assert any(item.code == "manual_disabled" for item in dimensions)
 
 
 def test_pool_scheduling_state_cooldown_detail_is_mapped() -> None:
@@ -47,11 +38,6 @@ def test_pool_scheduling_state_cooldown_detail_is_mapped() -> None:
         reason,
         _label,
         reasons,
-        _score,
-        _candidate_eligible,
-        _blocked_count,
-        _degraded_count,
-        dimensions,
     ) = _build_pool_scheduling_state(
         is_active=True,
         account_blocked=False,
@@ -69,9 +55,7 @@ def test_pool_scheduling_state_cooldown_detail_is_mapped() -> None:
 
     assert reason == "cooldown"
     cooldown_reason = next(item for item in reasons if item.code == "cooldown")
-    cooldown_dimension = next(item for item in dimensions if item.code == "cooldown")
     assert cooldown_reason.detail == "429 限流"
-    assert cooldown_dimension.detail == "429 限流"
 
 
 def test_pool_scheduling_state_cost_soft_is_degraded() -> None:
@@ -80,11 +64,6 @@ def test_pool_scheduling_state_cost_soft_is_degraded() -> None:
         reason,
         _label,
         _reasons,
-        _score,
-        candidate_eligible,
-        blocked_count,
-        degraded_count,
-        _dimensions,
     ) = _build_pool_scheduling_state(
         is_active=True,
         account_blocked=False,
@@ -102,9 +81,6 @@ def test_pool_scheduling_state_cost_soft_is_degraded() -> None:
 
     assert status == "degraded"
     assert reason == "cost_soft"
-    assert candidate_eligible is True
-    assert blocked_count == 0
-    assert degraded_count >= 1
 
 
 def test_known_banned_reason_account_block_prefix() -> None: