openapi: 3.2.0
info:
  title: Fast Proof of Concept API
  version: 0.1.0
tags:
- name: Proof of Concept
paths:
  /proof-of-concept/example/health:
    get:
      tags:
      - Proof of Concept
      summary: ' Controller Health'
      operationId: _controller_health_proof_of_concept_example_health_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
  /proof-of-concept/example/chat-explore:
    post:
      tags:
      - Proof of Concept
      summary: ' Controller Chat Explore'
      operationId: _controller_chat_explore_proof_of_concept_example_chat_explore_post
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
  /proof-of-concept/example/chat-explore-suggestions:
    get:
      tags:
      - Proof of Concept
      summary: ' Controller Chat Explore Suggestions'
      operationId: _controller_chat_explore_suggestions_proof_of_concept_example_chat_explore_suggestions_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
  /proof-of-concept/forecasting/create:
    post:
      tags:
      - Proof of Concept
      summary: ' Create Forecast'
      operationId: _create_forecast_proof_of_concept_forecasting_create_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ForecastLineChartPayload'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ForecastLineChartResult'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /proof-of-concept/forecasting/suggestions:
    post:
      tags:
      - Proof of Concept
      summary: ' Create Suggestions'
      operationId: _create_suggestions_proof_of_concept_forecasting_suggestions_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ForecastSuggestionsPayload'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ForecastSuggestionsResult'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /proof-of-concept/rco/chat-explore-suggestions:
    post:
      tags:
      - Proof of Concept
      summary: Chat Explore Suggestions Route Async
      description: Generate suggestions
      operationId: chat_explore_suggestions_route_async_proof_of_concept_rco_chat_explore_suggestions_post
      requestBody:
        content:
          application/json:
            schema:
              type: object
              title: Payload
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                items:
                  type: string
                type: array
                title: Response Chat Explore Suggestions Route Async Proof Of Concept Rco Chat Explore Suggestions Post
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /proof-of-concept/rco/chat-explore:
    post:
      tags:
      - Proof of Concept
      summary: ' Controller Chat Explore'
      operationId: _controller_chat_explore_proof_of_concept_rco_chat_explore_post
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
  /proof-of-concept/rco/available_reach_curve_units:
    post:
      tags:
      - Proof of Concept
      summary: ' Get Available Reach Curve Units'
      operationId: _get_available_reach_curve_units_proof_of_concept_rco_available_reach_curve_units_post
      parameters:
      - name: target_audience
        in: query
        required: true
        schema:
          type: string
          title: Target Audience
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                type: array
                items:
                  $ref: '#/components/schemas/ResponseUnits'
                title: Response  Get Available Reach Curve Units Proof Of Concept Rco Available Reach Curve Units Post
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /proof-of-concept/rco/reach_curves:
    post:
      tags:
      - Proof of Concept
      summary: ' Get Reach Curve For Media Plan Scope'
      operationId: _get_reach_curve_for_media_plan_scope_proof_of_concept_rco_reach_curves_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/MediaPlanScope'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                additionalProperties:
                  $ref: '#/components/schemas/ReachCurve-Output'
                type: object
                title: Response  Get Reach Curve For Media Plan Scope Proof Of Concept Rco Reach Curves Post
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /proof-of-concept/rco/optimize:
    post:
      tags:
      - Proof of Concept
      summary: ' Get Reach Curve Optimization'
      operationId: _get_reach_curve_optimization_proof_of_concept_rco_optimize_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/OptimizePayload'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                anyOf:
                - type: integer
                - $ref: '#/components/schemas/OptimizeErrorPayload'
                title: Response  Get Reach Curve Optimization Proof Of Concept Rco Optimize Post
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /proof-of-concept/rco/optimized-over-budget:
    post:
      tags:
      - Proof of Concept
      summary: ' Get Reach Curve Optimization Over Budget'
      operationId: _get_reach_curve_optimization_over_budget_proof_of_concept_rco_optimized_over_budget_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/OptimizedOverBudgetPayload'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                items:
                  type: integer
                type: array
                title: Response  Get Reach Curve Optimization Over Budget Proof Of Concept Rco Optimized Over Budget Post
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /proof-of-concept/rco/targets:
    get:
      tags:
      - Proof of Concept
      summary: ' Get Reach Curve Targets'
      operationId: _get_reach_curve_targets_proof_of_concept_rco_targets_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                items:
                  additionalProperties:
                    anyOf:
                    - type: string
                    - type: integer
                  type: object
                type: array
                title: Response  Get Reach Curve Targets Proof Of Concept Rco Targets Get
  /proof-of-concept/rco/edit-reach-curve:
    post:
      tags:
      - Proof of Concept
      summary: ' Post Edit Reach Curve'
      operationId: _post_edit_reach_curve_proof_of_concept_rco_edit_reach_curve_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/EditReachCurvePayload'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ReachCurve-Output'
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /proof-of-concept/rco/upload-from-s3:
    get:
      tags:
      - Proof of Concept
      summary: ' Upload From S3'
      operationId: _upload_from_s3_proof_of_concept_rco_upload_from_s3_get
      parameters:
      - name: s3_path
        in: query
        required: true
        schema:
          type: string
          title: S3 Path
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                type: array
                items:
                  type: object
                  additionalProperties:
                    anyOf:
                    - type: string
                    - type: array
                      items:
                        type: string
                title: Response  Upload From S3 Proof Of Concept Rco Upload From S3 Get
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /proof-of-concept/rco/banner-image:
    post:
      tags:
      - Proof of Concept
      summary: ' Get Banner Image'
      operationId: _get_banner_image_proof_of_concept_rco_banner_image_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/MediaPlanScope'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema:
                type: string
                title: Response  Get Banner Image Proof Of Concept Rco Banner Image Post
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
components:
  schemas:
    ForecastSuggestionsResult:
      properties:
        suggestions:
          items:
            type: string
          type: array
          title: Suggestions
      additionalProperties: true
      type: object
      required:
      - suggestions
      title: ForecastSuggestionsResult
    CurveUnits:
      properties:
        allocation:
          $ref: '#/components/schemas/AllocationUnits'
          description: Units of the allocation
        response:
          $ref: '#/components/schemas/ResponseUnits'
          description: Units of the response
      additionalProperties: true
      type: object
      required:
      - allocation
      - response
      title: CurveUnits
    MediaPlanScope:
      properties:
        optimization_type:
          $ref: '#/components/schemas/OptimizationType'
          description: Optimization type
        curve_units:
          $ref: '#/components/schemas/CurveUnits'
          description: Curve units
        region:
          type: string
          title: Region
          description: Region to target for the media plan.
        combination_method:
          $ref: '#/components/schemas/CombinationMethod'
          description: Combination method
          default: sainsbury
        target_size:
          anyOf:
          - type: integer
            minimum: 0.0
          - type: 'null'
          title: Target Size
          description: Target size of the media plan.
        target_audience:
          anyOf:
          - type: string
          - type: 'null'
          title: Target Audience
          description: Target audience.
        total_budget:
          anyOf:
          - type: number
            minimum: 0.0
          - type: 'null'
          title: Total Budget
          description: Total budget for the media plan
        response_target:
          anyOf:
          - type: number
            minimum: 0.0
          - type: 'null'
          title: Response Target
          description: Response target for the media plan
        media_plan_title:
          type: string
          title: Media Plan Title
          description: A one line title for the media plan scope.
        media_plan_description:
          type: string
          title: Media Plan Description
          description: A short explanation of the media plan scope.
      additionalProperties: true
      type: object
      required:
      - optimization_type
      - curve_units
      - region
      - media_plan_title
      - media_plan_description
      title: MediaPlanScope
      description: Media Plan Scope
    AllocationUnits:
      type: string
      enum:
      - GRP
      - COST
      - IMPRESSIONS
      title: AllocationUnits
    OptimizeErrorPayload:
      properties:
        error:
          type: string
          title: Error
      additionalProperties: true
      type: object
      required:
      - error
      title: OptimizeErrorPayload
    OptimizedOverBudgetPayload:
      properties:
        reach_curves:
          additionalProperties:
            $ref: '#/components/schemas/ReachCurve-Input'
          type: object
          title: Reach Curves
          description: Reach curves
        media_scope:
          $ref: '#/components/schemas/MediaPlanScope'
        bounds:
          anyOf:
          - additionalProperties:
              prefixItems:
              - anyOf:
                - type: number
                - type: 'null'
              - anyOf:
                - type: number
                - type: 'null'
              type: array
              maxItems: 2
              minItems: 2
            type: object
          - type: 'null'
          title: Bounds
        user_id:
          anyOf:
          - type: string
          - type: 'null'
          title: User Id
          description: User ID
        org_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Org Id
          description: Organization ID
        budget_diff_pct:
          type: integer
          title: Budget Diff Pct
          description: Percentage difference between budget values
        num_iterations:
          type: integer
          title: Num Iterations
          description: Number of iterations per direction
      additionalProperties: true
      type: object
      required:
      - reach_curves
      - media_scope
      - budget_diff_pct
      - num_iterations
      title: OptimizedOverBudgetPayload
    CPMCurve:
      properties:
        a:
          type: number
          exclusiveMinimum: 0.0
          title: A
          description: The baseline cost level.
        b:
          type: number
          minimum: 0.0
          title: B
          description: The slope of the cost curve.
        c:
          type: number
          minimum: 0.0
          title: C
          description: The knee point of the cost curve.
        d:
          type: number
          minimum: 0.0
          title: D
          description: The curvature of the cost curve.
      additionalProperties: true
      type: object
      required:
      - a
      - b
      - c
      - d
      title: CPMCurve
      description: 'An Inverse exponential decay Reach Curve defined by a, b, and c parameters as follows:

        f(x) = a + b * (x - c) ^ d'
    ForecastLineChartPayload:
      properties:
        chatId:
          anyOf:
          - type: string
          - type: 'null'
          title: Chatid
        chart:
          anyOf:
          - $ref: '#/components/schemas/Chart'
          - type: 'null'
        scenario:
          type: string
          title: Scenario
        forecastDatapointsRatio:
          type: number
          title: Forecastdatapointsratio
          default: 0.3
        maxForecastDatapoints:
          type: integer
          title: Maxforecastdatapoints
          default: 64
        minForecastDatapoints:
          type: integer
          title: Minforecastdatapoints
          default: 5
        previewMode:
          type: boolean
          title: Previewmode
          default: true
        backtestDatapointsRatio:
          type: number
          title: Backtestdatapointsratio
          default: 0.1
        maxBacktestDatapoints:
          type: integer
          title: Maxbacktestdatapoints
          default: 32
        minBacktestDatapoints:
          type: integer
          title: Minbacktestdatapoints
          default: 1
      additionalProperties: true
      type: object
      required:
      - scenario
      title: ForecastLineChartPayload
    OptimizePayload:
      properties:
        reach_curves:
          additionalProperties:
            $ref: '#/components/schemas/ReachCurve-Input'
          type: object
          title: Reach Curves
          description: Reach curves
        media_scope:
          $ref: '#/components/schemas/MediaPlanScope'
        bounds:
          anyOf:
          - additionalProperties:
              prefixItems:
              - anyOf:
                - type: number
                - type: 'null'
              - anyOf:
                - type: number
                - type: 'null'
              type: array
              maxItems: 2
              minItems: 2
            type: object
          - type: 'null'
          title: Bounds
        user_id:
          anyOf:
          - type: string
          - type: 'null'
          title: User Id
          description: User ID
        org_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Org Id
          description: Organization ID
      additionalProperties: true
      type: object
      required:
      - reach_curves
      - media_scope
      title: OptimizePayload
    ReachCurve-Input:
      properties:
        a:
          type: number
          exclusiveMinimum: 0.0
          title: A
          description: The a parameter of the reach curve
        k:
          type: number
          exclusiveMinimum: 0.0
          title: K
          description: The k parameter of the reach curve
        n:
          type: number
          exclusiveMinimum: 0.0
          title: N
          description: The n parameter of the reach curve
        c:
          type: number
          minimum: 0.0
          title: C
          description: The c parameter of the reach curve
        x_min:
          type: number
          minimum: 0.0
          title: X Min
          description: The minimum x value of the curve
        x_max:
          type: number
          minimum: 0.0
          title: X Max
          description: The maximum x value of the curve
        target_size:
          type: integer
          minimum: 0.0
          title: Target Size
          description: The target size of the curve
          default: 0
        min_cpm:
          type: number
          minimum: 0.0
          title: Min Cpm
          description: The minimum CPM of the curve
          default: 0.0
        cpm_curve:
          anyOf:
          - $ref: '#/components/schemas/CPMCurve'
          - type: 'null'
          description: The CPM Curve
      additionalProperties: true
      type: object
      required:
      - a
      - k
      - n
      - c
      - x_min
      - x_max
      title: ReachCurve
      description: 'TODO: NOTE: THIS PURELY TO HANDLE FE, AS A SHIM. REMOVE AT THE EARLIEST

        A Hill function Reach Curve defined by a, k, n, and c parameters as follows:

        f(x) = a * (x**n / (k**n + x**n)) + c'
    CombinationMethod:
      type: string
      enum:
      - sainsbury
      - prod
      - sum
      title: CombinationMethod
    ResponseUnits:
      type: string
      enum:
      - REACH
      - REACH_PCT
      - IMPRESSIONS
      - IMPRESSIONS_PCT
      - VISITS
      title: ResponseUnits
    ForecastLineChartResult:
      properties:
        chatId:
          anyOf:
          - type: string
          - type: 'null'
          title: Chatid
        chart:
          anyOf:
          - $ref: '#/components/schemas/Chart'
          - type: 'null'
        chartJsonStr:
          type: string
          title: Chartjsonstr
        summary:
          $ref: '#/components/schemas/ForecastSummary'
        cutoffs:
          items:
            type: string
          type: array
          title: Cutoffs
        confidenceCones:
          anyOf:
          - items:
              $ref: '#/components/schemas/ConfidenceConeData'
            type: array
          - type: 'null'
          title: Confidencecones
      additionalProperties: true
      type: object
      required:
      - chatId
      - chart
      - chartJsonStr
      - summary
      - cutoffs
      title: ForecastLineChartResult
    OptimizationType:
      type: string
      enum:
      - response
      - allocation
      title: OptimizationType
    HTTPValidationError:
      properties:
        detail:
          items:
            $ref: '#/components/schemas/ValidationError'
          type: array
          title: Detail
      type: object
      title: HTTPValidationError
    ValidationError:
      properties:
        loc:
          items:
            anyOf:
            - type: string
            - type: integer
          type: array
          title: Location
        msg:
          type: string
          title: Message
        type:
          type: string
          title: Error Type
      type: object
      required:
      - loc
      - msg
      - type
      title: ValidationError
    Chart:
      properties:
        chartMetadataId:
          type: integer
          title: Chartmetadataid
        chartDataId:
          type: integer
          title: Chartdataid
      additionalProperties: true
      type: object
      required:
      - chartMetadataId
      - chartDataId
      title: Chart
    EditReachCurvePayload:
      properties:
        selectedCurve:
          $ref: '#/components/schemas/ReachCurve-Input'
          description: Selected reach curve
        response_unit:
          $ref: '#/components/schemas/ResponseUnits'
          description: Response unit
        allocation_unit:
          $ref: '#/components/schemas/AllocationUnits'
          description: Allocation unit
        newCpm:
          anyOf:
          - type: number
            exclusiveMinimum: 0.0
          - type: 'null'
          title: Newcpm
          description: New CPM
        newReach:
          anyOf:
          - type: number
            maximum: 1.0
            exclusiveMinimum: 0.0
          - type: 'null'
          title: Newreach
          description: New Reach
        newGrps:
          anyOf:
          - type: number
            exclusiveMinimum: 0.0
          - type: 'null'
          title: Newgrps
          description: New GRP
      additionalProperties: true
      type: object
      required:
      - selectedCurve
      - response_unit
      - allocation_unit
      title: EditReachCurvePayload
    ForecastSuggestionsPayload:
      properties:
        chatId:
          anyOf:
          - type: string
          - type: 'null'
          title: Chatid
        chart:
          anyOf:
          - $ref: '#/components/schemas/Chart'
          - type: 'null'
      additionalProperties: true
      type: object
      title: ForecastSuggestionsPayload
    ConfidenceConeData:
      properties:
        initialErrorStdv:
          type: number
          title: Initialerrorstdv
        finalErrorStdv:
          type: number
          title: Finalerrorstdv
        isStrictlyNonnegative:
          type: boolean
          title: Isstrictlynonnegative
        upperBounds:
          items:
            anyOf:
            - type: number
            - type: 'null'
          type: array
          title: Upperbounds
        lowerBounds:
          items:
            anyOf:
            - type: number
            - type: 'null'
          type: array
          title: Lowerbounds
      additionalProperties: true
      type: object
      required:
      - initialErrorStdv
      - finalErrorStdv
      - isStrictlyNonnegative
      - upperBounds
      - lowerBounds
      title: ConfidenceConeData
    ForecastSummary:
      properties:
        scenarioDescription:
          type: string
          title: Scenariodescription
        analysis:
          type: string
          title: Analysis
        backtestDescription:
          type: string
          title: Backtestdescription
        backtestResults:
          type: string
          title: Backtestresults
        backtestContext:
          type: string
          title: Backtestcontext
      additionalProperties: true
      type: object
      required:
      - scenarioDescription
      - analysis
      - backtestDescription
      - backtestResults
      - backtestContext
      title: ForecastSummary
    ReachCurve-Output:
      properties:
        a:
          type: number
          exclusiveMinimum: 0.0
          title: A
          description: The a parameter of the reach curve
        k:
          type: number
          exclusiveMinimum: 0.0
          title: K
          description: The k parameter of the reach curve
        n:
          type: number
          exclusiveMinimum: 0.0
          title: N
          description: The n parameter of the reach curve
        c:
          type: number
          minimum: 0.0
          title: C
          description: The c parameter of the reach curve
        x_min:
          type: number
          minimum: 0.0
          title: X Min
          description: The minimum x value of the curve
        x_max:
          type: number
          minimum: 0.0
          title: X Max
          description: The maximum x value of the curve
        target_size:
          type: integer
          minimum: 0.0
          title: Target Size
          description: The target size of the curve
          default: 0
        min_cpm:
          type: number
          minimum: 0.0
          title: Min Cpm
          description: The minimum CPM of the curve
          default: 0.0
        cpm_curve:
          anyOf:
          - $ref: '#/components/schemas/CPMCurve'
          - type: 'null'
          description: The CPM Curve
        knee:
          type: number
          title: Knee
          description: The knee is the 'Optimal' number of GRPs.
          readOnly: true
        max_reach:
          type: number
          title: Max Reach
          description: The maximum reach of the curve.
          readOnly: true
        freq:
          type: number
          title: Freq
          description: The frequency.
          readOnly: true
        unoptimizable:
          type: boolean
          title: Unoptimizable
          description: Whether the curve is unoptimizable.
          readOnly: true
      additionalProperties: true
      type: object
      required:
      - a
      - k
      - n
      - c
      - x_min
      - x_max
      - knee
      - max_reach
      - freq
      - unoptimizable
      title: ReachCurve
      description: 'TODO: NOTE: THIS PURELY TO HANDLE FE, AS A SHIM. REMOVE AT THE EARLIEST

        A Hill function Reach Curve defined by a, k, n, and c parameters as follows:

        f(x) = a * (x**n / (k**n + x**n)) + c'