""" Options: Date: 2026-11-01 21:53:56 Version: 8.80 Tip: To override a DTO option, remove "#" prefix before updating BaseUrl: https://api.dev.dynamics.trendsic.com #GlobalNamespace: #AddServiceStackTypes: True #AddResponseStatus: False #AddImplicitVersion: #AddDescriptionAsComments: True IncludeTypes: KpiV2Request.* #ExcludeTypes: #DefaultImports: datetime,decimal,marshmallow.fields:*,servicestack:*,typing:*,dataclasses:dataclass/field,dataclasses_json:dataclass_json/LetterCase/Undefined/config,enum:Enum/IntEnum #DataClass: #DataClassJson: """ import datetime import decimal from marshmallow.fields import * from servicestack import * from typing import * from dataclasses import dataclass, field from dataclasses_json import dataclass_json, LetterCase, Undefined, config from enum import Enum, IntEnum @dataclass_json(letter_case=LetterCase.CAMEL, undefined=Undefined.EXCLUDE) @dataclass class DashboardStatTile: key: Optional[str] = None label: Optional[str] = None value: float = 0.0 previous_value: Optional[float] = None unit: Optional[str] = None delta_pct: Optional[float] = None @dataclass_json(letter_case=LetterCase.CAMEL, undefined=Undefined.EXCLUDE) @dataclass class DashboardSeriesPoint: label: Optional[str] = None value: float = 0.0 @dataclass_json(letter_case=LetterCase.CAMEL, undefined=Undefined.EXCLUDE) @dataclass class DashboardSeries: name: Optional[str] = None points: List[DashboardSeriesPoint] = field(default_factory=list) @dataclass_json(letter_case=LetterCase.CAMEL, undefined=Undefined.EXCLUDE) @dataclass class KpiV2LocationRow: location_name: Optional[str] = None walkins: int = 0 completed: int = 0 avg_service_minutes: float = 0.0 abandonment_pct: float = 0.0 @dataclass_json(letter_case=LetterCase.CAMEL, undefined=Undefined.EXCLUDE) @dataclass class KpiV2WorkerRow: worker_name: Optional[str] = None completed: int = 0 avg_service_minutes: float = 0.0 @dataclass_json(letter_case=LetterCase.CAMEL, undefined=Undefined.EXCLUDE) @dataclass class KpiV2HeatPoint: dow: int = 0 hr: int = 0 cnt: int = 0 @dataclass_json(letter_case=LetterCase.CAMEL, undefined=Undefined.EXCLUDE) @dataclass class KpiV2LiveRow: location_name: Optional[str] = None waiting: int = 0 in_progress: int = 0 @dataclass_json(letter_case=LetterCase.CAMEL, undefined=Undefined.EXCLUDE) @dataclass class SvcNamedTime: id: Optional[str] = None name: Optional[str] = None signed_sec: int = 0 served: int = 0 @dataclass_json(letter_case=LetterCase.CAMEL, undefined=Undefined.EXCLUDE) @dataclass class SvcTint: field: Optional[str] = None tone: Optional[str] = None reason: Optional[str] = None value: Optional[float] = None reference: Optional[float] = None branch_value: Optional[float] = None @dataclass_json(letter_case=LetterCase.CAMEL, undefined=Undefined.EXCLUDE) @dataclass class SvcMetrics: checkins: int = 0 walkins: int = 0 appts: int = 0 served: int = 0 no_shows: int = 0 appt_no_shows: int = 0 cancelled_at_window: int = 0 abandoned: int = 0 called: int = 0 called_up: int = 0 abandon_rate: Optional[float] = None no_show_rate: Optional[float] = None avg_service_sec: Optional[float] = None median_service_sec: Optional[float] = None avg_wait_sec: Optional[float] = None max_wait_sec: int = 0 avg_walk_up_sec: Optional[float] = None expected_service_sec: Optional[float] = None signed_sec: int = 0 serving_sec: int = 0 paused_sec: int = 0 idle_sec: int = 0 unstaffed_sec: int = 0 utilization: Optional[float] = None idle_share: Optional[float] = None paused_share: Optional[float] = None sessions: int = 0 open_days: int = 0 fees_earned: Optional[Decimal] = None avg_fee: Optional[Decimal] = None fees_per_staffed_hour: Optional[Decimal] = None expected_fees_per_staffed_hour: Optional[Decimal] = None labor_cost: Optional[Decimal] = None labor_partial: bool = False missing_cost_employee_ids: List[str] = field(default_factory=list) missing_cost: List[SvcNamedTime] = field(default_factory=list) labor_locked: bool = False contribution: Optional[Decimal] = None lost_fees: Optional[Decimal] = None lost_no_show_fees: Optional[Decimal] = None mix: Dict[str, int] = field(default_factory=dict) hourly_served: List[int] = field(default_factory=list) hourly_fees: List[Decimal] = field(default_factory=list) hourly_cost: List[Decimal] = field(default_factory=list) tints: List[SvcTint] = field(default_factory=list) @dataclass_json(letter_case=LetterCase.CAMEL, undefined=Undefined.EXCLUDE) @dataclass class SvcBranchRow: branch_id: Optional[str] = None name: Optional[str] = None state_code: Optional[str] = None zone_code: Optional[str] = None time_zone: Optional[str] = None windows: int = 0 recording_since_utc: Optional[datetime.datetime] = None sessions_since_utc: Optional[datetime.datetime] = None metrics: Optional[SvcMetrics] = None @dataclass_json(letter_case=LetterCase.CAMEL, undefined=Undefined.EXCLUDE) @dataclass class SvcStateRow: state_code: Optional[str] = None state_name: Optional[str] = None branches: int = 0 metrics: Optional[SvcMetrics] = None @dataclass_json(letter_case=LetterCase.CAMEL, undefined=Undefined.EXCLUDE) @dataclass class SvcComparison: mode: Optional[str] = None from_date: Optional[datetime.datetime] = None to_date: Optional[datetime.datetime] = None cutoff_minute: Optional[int] = None has_data: bool = False metrics: Optional[SvcMetrics] = None @dataclass_json(letter_case=LetterCase.CAMEL, undefined=Undefined.EXCLUDE) @dataclass class SvcFeeChange: location_id: Optional[str] = None on_date: datetime.datetime = datetime.datetime(1, 1, 1) from_fee: Decimal = decimal.Decimal(0) to_fee: Decimal = decimal.Decimal(0) @dataclass_json(letter_case=LetterCase.CAMEL, undefined=Undefined.EXCLUDE) @dataclass class SvcServiceRow: line_id: Optional[str] = None name: Optional[str] = None completed: int = 0 avg_service_sec: Optional[float] = None branch_avg_service_sec: Optional[float] = None fees_earned: Optional[Decimal] = None fee_current: Optional[Decimal] = None fee_min: Optional[Decimal] = None fee_max: Optional[Decimal] = None fee_per_minute: Optional[Decimal] = None branch_fee_per_minute: Optional[Decimal] = None fee_changes: List[SvcFeeChange] = field(default_factory=list) @dataclass_json(letter_case=LetterCase.CAMEL, undefined=Undefined.EXCLUDE) @dataclass class SvcHourRow: local_hour: int = 0 served: int = 0 fees_earned: Optional[Decimal] = None cost_to_staff: Optional[Decimal] = None @dataclass_json(letter_case=LetterCase.CAMEL, undefined=Undefined.EXCLUDE) @dataclass class SvcWorkerRow: employee_id: Optional[str] = None branch_id: Optional[str] = None branch_name: Optional[str] = None name: Optional[str] = None served: int = 0 avg_service_sec: Optional[float] = None utilization: Optional[float] = None @dataclass_json(letter_case=LetterCase.CAMEL, undefined=Undefined.EXCLUDE) @dataclass class SvcAlert: level: Optional[str] = None view: Optional[str] = None code: Optional[str] = None station_id: Optional[str] = None employee_id: Optional[str] = None branch_id: Optional[str] = None line_id: Optional[str] = None name: Optional[str] = None other_line_id: Optional[str] = None other_name: Optional[str] = None station_ids: List[str] = field(default_factory=list) values: Dict[str, float] = field(default_factory=dict) @dataclass_json(letter_case=LetterCase.CAMEL, undefined=Undefined.EXCLUDE) @dataclass class SvcScope: state_code: Optional[str] = None branches: List[SvcBranchRow] = field(default_factory=list) states: List[SvcStateRow] = field(default_factory=list) total: Optional[SvcMetrics] = None comparison: Optional[SvcComparison] = None fees_by_service: List[SvcServiceRow] = field(default_factory=list) by_hour: List[SvcHourRow] = field(default_factory=list) workers: List[SvcWorkerRow] = field(default_factory=list) multi_zone: bool = False multi_state: bool = False recording_since_utc: Optional[datetime.datetime] = None sessions_since_utc: Optional[datetime.datetime] = None alerts: List[SvcAlert] = field(default_factory=list) can_see_staff: bool = False can_see_financial: bool = False can_see_pay: bool = False @dataclass_json(letter_case=LetterCase.CAMEL, undefined=Undefined.EXCLUDE) @dataclass class KpiV2Response: response_status: Optional[ResponseStatus] = None stats: List[DashboardStatTile] = field(default_factory=list) trend: List[DashboardSeries] = field(default_factory=list) services_by_type: Optional[DashboardSeries] = None location_leaderboard: List[KpiV2LocationRow] = field(default_factory=list) worker_productivity: List[KpiV2WorkerRow] = field(default_factory=list) heatmap: List[KpiV2HeatPoint] = field(default_factory=list) live_queue: List[KpiV2LiveRow] = field(default_factory=list) scope: Optional[SvcScope] = None # @Route("/v1/dashboard/kpiv2", "POST,OPTIONS") @dataclass_json(letter_case=LetterCase.CAMEL, undefined=Undefined.EXCLUDE) @dataclass class KpiV2Request(IReturn[KpiV2Response]): from_date: datetime.datetime = datetime.datetime(1, 1, 1) to_date: datetime.datetime = datetime.datetime(1, 1, 1) location_ids: List[str] = field(default_factory=list) include_scope: bool = False state_code: Optional[str] = None compare: Optional[str] = None