> ## Documentation Index
> Fetch the complete documentation index at: https://docs.getsales.io/llms.txt
> Use this file to discover all available pages before exploring further.

# Data sources metrics

> The import funnel across data sources: items_collected, promoted, duplicate, stoplisted, disqualified, failed, promotion_rate, last_collected_at over the filtered sources' items in a period (on items.created_at; the filter scopes source rows). group_by status | type | object_type adds groups[] per value: the promotion rate per source type is group_by type. aggregated.counts are source-row counts. One source's live funnel: get_data_source with data_source_items_counts; not the activity feed.

Contract:
- MCP tool `get_data_sources_metrics`, registry package `mcp.playtables/data_sources`, mount `playtables.sources`.
- Operation `metrics`, response envelope `metrics`.
- Flags: read only.



## OpenAPI

````yaml /api-reference/playtables/openapi.yaml post /api/data-sources/metrics
openapi: 3.0.3
info:
  title: 'GetSales public contract: gs.service.playtables'
  description: >-
    The data platform and the outreach engine: tables of people and companies,
    their enrichment columns, cells and runs, the data sources that feed them,
    sender profiles, the stoplist, the activity feed, the credit ledger, and the
    multichannel workflows with their per-person journeys and tasks.


    GENERATED. This document is projected from the Zod MCP tool registry in
    `product/mcp/gs.mcp` (one tool per public endpoint, 1:1). Do not edit it by
    hand; edit the tool definition and regenerate with `pnpm openapi:public`.


    Surface: the public `/api` contract of `gs.service.playtables`, 142
    operations. This is the only OpenAPI document the platform publishes.
    Internal (`/internal`) and health endpoints are deliberately absent: they
    are not part of any contract, they can change without notice, and the
    service source is their only description.


    Conventions:

    - Auth is a bearer JWT, optionally narrowed by the `Team-SID` header.

    - Every success body is an MCP envelope: `success: true` plus one typed
    `operation` shape (`search`, `get`, `create`, `update`, `delete`, `metrics`,
    `group_by`, `action`), and a `meta` block with `trace_id` for support.

    - Every failure is the same `McpError` envelope with a code from a fixed
    16-code taxonomy, so a client maps errors once.

    - Lists page with `page_size` (0 to 500, default 50) plus an opaque forward
    `cursor`; `page_size: 0` returns counts only.

    - On `GET` and `DELETE`, object-valued query parameters (`filter`, `sort`)
    travel as JSON text and array-valued ones repeat as `name[]=value`.

    - The MCP-only `_meta` field (usage analytics) never reaches the backend and
    is not part of this contract.
  version: '1.0'
  contact:
    name: GetSales
    url: https://getsales.io
    email: support@getsales.io
  license:
    name: Proprietary
    url: https://getsales.io/terms
servers:
  - url: https://beta.getsales.io/playtables/v1
    description: >-
      Production (the gateway path on the beta ring; the origin is provisioned
      per DEPLOY_MAP.md)
security:
  - BearerJwt: []
    TeamSid: []
tags:
  - name: activities
    description: >-
      Registry package `mcp.playtables/activities`, served on MCP mount
      `playtables.journeys`.
  - name: activity_objects
    description: >-
      Registry package `mcp.playtables/activity_objects`, served on MCP mount
      `playtables.people`.
  - name: companies
    description: >-
      Registry package `mcp.playtables/companies`, served on MCP mount
      `playtables.people`.
  - name: credit_ledger_entries
    description: >-
      Registry package `mcp.playtables/credit_ledger_entries`, served on MCP
      mount `id.billing`.
  - name: data_source_items
    description: >-
      Registry package `mcp.playtables/data_source_items`, served on MCP mount
      `playtables.sources`.
  - name: data_sources
    description: >-
      Registry package `mcp.playtables/data_sources`, served on MCP mount
      `playtables.sources`.
  - name: notes
    description: >-
      Registry package `mcp.playtables/notes`, served on MCP mount
      `playtables.pipeline`.
  - name: people
    description: >-
      Registry package `mcp.playtables/people`, served on MCP mount
      `playtables.people`.
  - name: pipeline_stages
    description: >-
      Registry package `mcp.playtables/pipeline_stages`, served on MCP mount
      `playtables.pipeline`.
  - name: plays
    description: >-
      Registry package `mcp.playtables/plays`, served on MCP mount
      `playtables.pipeline`.
  - name: playtable_field_values
    description: >-
      Registry package `mcp.playtables/playtable_field_values`, served on MCP
      mount `playtables.columns`.
  - name: playtable_fields
    description: >-
      Registry package `mcp.playtables/playtable_fields`, served on MCP mount
      `playtables.columns`.
  - name: playtable_runs
    description: >-
      Registry package `mcp.playtables/playtable_runs`, served on MCP mount
      `playtables.columns`.
  - name: playtable_views
    description: >-
      Registry package `mcp.playtables/playtable_views`, served on MCP mount
      `playtables.tables`.
  - name: playtables
    description: >-
      Registry package `mcp.playtables/playtables`, served on MCP mount
      `playtables.tables`.
  - name: result_pages
    description: >-
      Registry package `mcp.playtables/result_pages`, served on MCP mount
      `playtables.tables`.
  - name: sender_profiles
    description: >-
      Registry package `mcp.playtables/sender_profiles`, served on MCP mount
      `playtables.sources`.
  - name: stoplist_entries
    description: >-
      Registry package `mcp.playtables/stoplist_entries`, served on MCP mount
      `playtables.stoplist`.
  - name: tags
    description: >-
      Registry package `mcp.playtables/tags`, served on MCP mount
      `playtables.pipeline`.
  - name: workflow_attachments
    description: >-
      Registry package `mcp.playtables/workflow_attachments`, served on MCP
      mount `playtables.workflows`.
  - name: workflow_records
    description: >-
      Registry package `mcp.playtables/workflow_records`, served on MCP mount
      `playtables.journeys`.
  - name: workflow_sources
    description: >-
      Registry package `mcp.playtables/workflow_sources`, served on MCP mount
      `playtables.workflows`.
  - name: workflow_tasks
    description: >-
      Registry package `mcp.playtables/workflow_tasks`, served on MCP mount
      `playtables.journeys`.
  - name: workflow_versions
    description: >-
      Registry package `mcp.playtables/workflow_versions`, served on MCP mount
      `playtables.workflows`.
  - name: workflows
    description: >-
      Registry package `mcp.playtables/workflows`, served on MCP mount
      `playtables.workflows`.
paths:
  /api/data-sources/metrics:
    post:
      tags:
        - data_sources
      summary: Data sources metrics
      description: >-
        The import funnel across data sources: items_collected, promoted,
        duplicate, stoplisted, disqualified, failed, promotion_rate,
        last_collected_at over the filtered sources' items in a period (on
        items.created_at; the filter scopes source rows). group_by status | type
        | object_type adds groups[] per value: the promotion rate per source
        type is group_by type. aggregated.counts are source-row counts. One
        source's live funnel: get_data_source with data_source_items_counts; not
        the activity feed.


        Contract:

        - MCP tool `get_data_sources_metrics`, registry package
        `mcp.playtables/data_sources`, mount `playtables.sources`.

        - Operation `metrics`, response envelope `metrics`.

        - Flags: read only.
      operationId: get_data_sources_metrics
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/GetDataSourcesMetricsRequest'
      responses:
        '200':
          description: '`metrics` success envelope.'
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GetDataSourcesMetricsResponse'
        4XX:
          $ref: '#/components/responses/McpClientError'
        5XX:
          $ref: '#/components/responses/McpServerError'
components:
  schemas:
    GetDataSourcesMetricsRequest:
      type: object
      description: Request body of `get_data_sources_metrics`.
      properties:
        filter:
          type: object
          properties:
            sid:
              type: object
              properties:
                eq:
                  type: string
                  minLength: 18
                  maxLength: 18
                  pattern: ^ds_sc_
                  description: Data source sid (ds_sc_…).
                in:
                  type: array
                  items:
                    type: string
                    minLength: 18
                    maxLength: 18
                    pattern: ^ds_sc_
                    description: Data source sid (ds_sc_…).
              additionalProperties: false
              description: Prefix-validated ds_sc_ sid(s).
            playtable_sid:
              type: object
              properties:
                eq:
                  type: string
                  minLength: 18
                  maxLength: 18
                  pattern: ^pt_tb_
                in:
                  type: array
                  items:
                    type: string
                    minLength: 18
                    maxLength: 18
                    pattern: ^pt_tb_
                is_null:
                  type: boolean
              additionalProperties: false
              description: >-
                Sources feeding table X; is_null:true = orphaned by playtable
                deletion.
            type:
              type: object
              properties:
                eq:
                  type: string
                  enum:
                    - ai_search
                    - sender_search
                    - post_engagement
                    - find_people
                    - csv
                    - webhook
                in:
                  type: array
                  items:
                    type: string
                    enum:
                      - ai_search
                      - sender_search
                      - post_engagement
                      - find_people
                      - csv
                      - webhook
              additionalProperties: false
              description: >-
                The kind tabs of the sources page: ai_search | sender_search |
                post_engagement | find_people | csv | webhook.
            object_type:
              type: object
              properties:
                eq:
                  type: string
                  enum:
                    - people
                    - company
                in:
                  type: array
                  items:
                    type: string
                    enum:
                      - people
                      - company
              additionalProperties: false
              description: 'What the source brings: people | company.'
            sender_profile_sid:
              type: object
              properties:
                eq:
                  type: string
                  minLength: 18
                  maxLength: 18
                  pattern: ^ub_sp_
                in:
                  type: array
                  items:
                    type: string
                    minLength: 18
                    maxLength: 18
                    pattern: ^ub_sp_
                is_null:
                  type: boolean
              additionalProperties: false
              description: >-
                Sources run by a given sender profile (ub_sp_…); is_null:true =
                everything the platform pool or a file feeds.
            status:
              type: object
              properties:
                eq:
                  type: string
                  enum:
                    - draft
                    - active
                    - paused
                    - completed
                    - failed
                ne:
                  type: string
                  enum:
                    - draft
                    - active
                    - paused
                    - completed
                    - failed
                in:
                  type: array
                  items:
                    type: string
                    enum:
                      - draft
                      - active
                      - paused
                      - completed
                      - failed
                nin:
                  type: array
                  items:
                    type: string
                    enum:
                      - draft
                      - active
                      - paused
                      - completed
                      - failed
              additionalProperties: false
            q:
              type: string
              maxLength: 128
              description: Free text over name only (MySQL LIKE, infix).
            next_collect_at:
              type: object
              properties:
                gte:
                  type: string
                lte:
                  type: string
                is_null:
                  type: boolean
              additionalProperties: false
              description: >-
                Due/overdue scans; ISO 8601. is_null:true = clock-less (csv,
                webhook, and a bus-served sender search).
            created_at:
              type: object
              properties:
                gte:
                  type: string
                lte:
                  type: string
                gt:
                  type: string
                lt:
                  type: string
              additionalProperties: false
              description: ISO 8601 range; combine bounds in one object.
            deleted_at:
              type: object
              properties:
                gte:
                  type: string
                lte:
                  type: string
                is_null:
                  type: boolean
              additionalProperties: false
              description: 'Default scope is { is_null: true } (live rows).'
          description: >-
            Scopes the rows the metrics are computed over: the search filter
            operators. Omit for all rows.
        period:
          type: object
          properties:
            from:
              type: string
              description: ISO 8601 UTC window start (inclusive).
            to:
              type: string
              description: ISO 8601 UTC window end (exclusive); must be >= from.
          required:
            - from
            - to
          description: >-
            Required. {from, to} ISO 8601 UTC, half-open: compute the window
            from the date the client knows (the last 7 days = today minus 7 to
            now), never from a read. Bounds the funnel by
            data_source_items.created_at; filter (incl. created_at) scopes
            source rows.
        group_by:
          type: string
          enum:
            - status
            - type
            - object_type
          description: >-
            Single axis - adds groups[] with per-value counts + metrics. Cap 500
            groups.
      required:
        - period
    GetDataSourcesMetricsResponse:
      type: object
      properties:
        success:
          type: boolean
          enum:
            - true
        operation:
          type: string
          enum:
            - metrics
        metrics:
          type: object
          properties:
            filter:
              anyOf:
                - type: object
                  additionalProperties: {}
                - type: array
                  items: {}
              description: >-
                Echo of the request DataSourceSearchFilter (PHP empty map
                serialises as []).
            period:
              type: object
              properties:
                from:
                  type: string
                to:
                  type: string
              required:
                - from
                - to
            aggregated:
              type: object
              properties:
                counts:
                  type: object
                  properties:
                    total_count:
                      type: integer
                      minimum: 0
                      description: Source rows matching the filter scope.
                    groups:
                      type: object
                      properties:
                        status:
                          anyOf:
                            - type: object
                              additionalProperties:
                                type: number
                            - type: array
                              items: {}
                        type:
                          anyOf:
                            - type: object
                              additionalProperties:
                                type: number
                            - type: array
                              items: {}
                        object_type:
                          anyOf:
                            - type: object
                              additionalProperties:
                                type: number
                            - type: array
                              items: {}
                      required:
                        - status
                        - type
                        - object_type
                  required:
                    - total_count
                    - groups
                metrics:
                  type: object
                  properties:
                    items_collected:
                      type: integer
                      minimum: 0
                      description: >-
                        Items created within [period.from, period.to), sources
                        in filter scope.
                    items_promoted:
                      type: integer
                      minimum: 0
                      description: >-
                        Items whose terminal transition to promoted fell in the
                        period.
                    items_duplicate:
                      type: integer
                      minimum: 0
                      description: >-
                        Items resolved duplicate in the period (identity ladder
                        matched a live object).
                    items_stoplisted:
                      type: integer
                      minimum: 0
                      description: Items blocked by a stoplist match in the period.
                    items_disqualified:
                      type: integer
                      minimum: 0
                      description: >-
                        Items the source gate turned away in the period
                        (2026-10-13).
                    items_failed:
                      type: integer
                      minimum: 0
                      description: Items whose promotion errored in the period.
                    promotion_rate:
                      type: number
                      nullable: true
                      minimum: 0
                      maximum: 1
                      description: >-
                        items_promoted / items_collected; null when
                        items_collected is 0.
                    last_collected_at:
                      type: string
                      nullable: true
                      description: >-
                        MAX(items.created_at) in scope - freshest ingestion; ISO
                        8601 UTC, null if none.
                  required:
                    - items_collected
                    - items_promoted
                    - items_duplicate
                    - items_stoplisted
                    - items_disqualified
                    - items_failed
                    - promotion_rate
                    - last_collected_at
              required:
                - counts
                - metrics
            groups:
              type: array
              items:
                type: object
                properties:
                  key:
                    type: string
                    description: >-
                      Value of the group_by axis (a status / type / object_type
                      value).
                  counts:
                    type: object
                    properties:
                      total_count:
                        type: integer
                        minimum: 0
                        description: Source rows matching the filter scope.
                      groups:
                        type: object
                        properties:
                          status:
                            anyOf:
                              - type: object
                                additionalProperties:
                                  type: number
                              - type: array
                                items: {}
                          type:
                            anyOf:
                              - type: object
                                additionalProperties:
                                  type: number
                              - type: array
                                items: {}
                          object_type:
                            anyOf:
                              - type: object
                                additionalProperties:
                                  type: number
                              - type: array
                                items: {}
                        required:
                          - status
                          - type
                          - object_type
                    required:
                      - total_count
                      - groups
                  metrics:
                    type: object
                    properties:
                      items_collected:
                        type: integer
                        minimum: 0
                        description: >-
                          Items created within [period.from, period.to), sources
                          in filter scope.
                      items_promoted:
                        type: integer
                        minimum: 0
                        description: >-
                          Items whose terminal transition to promoted fell in
                          the period.
                      items_duplicate:
                        type: integer
                        minimum: 0
                        description: >-
                          Items resolved duplicate in the period (identity
                          ladder matched a live object).
                      items_stoplisted:
                        type: integer
                        minimum: 0
                        description: Items blocked by a stoplist match in the period.
                      items_disqualified:
                        type: integer
                        minimum: 0
                        description: >-
                          Items the source gate turned away in the period
                          (2026-10-13).
                      items_failed:
                        type: integer
                        minimum: 0
                        description: Items whose promotion errored in the period.
                      promotion_rate:
                        type: number
                        nullable: true
                        minimum: 0
                        maximum: 1
                        description: >-
                          items_promoted / items_collected; null when
                          items_collected is 0.
                      last_collected_at:
                        type: string
                        nullable: true
                        description: >-
                          MAX(items.created_at) in scope - freshest ingestion;
                          ISO 8601 UTC, null if none.
                    required:
                      - items_collected
                      - items_promoted
                      - items_duplicate
                      - items_stoplisted
                      - items_disqualified
                      - items_failed
                      - promotion_rate
                      - last_collected_at
                required:
                  - key
                  - counts
                  - metrics
              description: >-
                Present only when group_by was set - one entry per axis value.
                Cap 500 groups → 422.
          required:
            - period
            - aggregated
        applied_filters:
          type: object
          additionalProperties: {}
        meta:
          type: object
          properties:
            trace_id:
              type: string
              description: UUID v7; same 128-bit value as the X-Trace-Id header.
            span_id:
              type: string
              pattern: ^[0-9a-f]{16}$
              description: 16 hex chars, root span of this request.
            timestamp:
              type: string
              description: ISO 8601 UTC (Y-m-dTH:i:sZ), response time.
            duration_ms:
              type: integer
              minimum: 0
              description: Server-side wall clock.
            team_sid:
              type: string
              nullable: true
              description: >-
                The team this call ran in (the token team, or the team_sid
                override). Null when unauthenticated; absent from pre-2026-08-20
                backends.
            actor_type:
              type: string
              nullable: true
              description: >-
                user | agent | api_key | system. Null when unauthenticated;
                absent from pre-2026-08-20 backends.
          required:
            - trace_id
            - span_id
            - timestamp
            - duration_ms
      required:
        - success
        - operation
        - metrics
        - meta
    McpError:
      type: object
      properties:
        success:
          type: boolean
          enum:
            - false
        error:
          type: object
          properties:
            code:
              type: string
              enum:
                - validation_failed
                - nothing_to_update
                - not_found
                - relation_not_found
                - invalid_transition
                - limit_exceeded
                - payment_required
                - duplicate_rejected
                - conflict
                - delete_blocked
                - unauthorized
                - forbidden
                - rate_limited
                - internal_error
                - service_unavailable
                - not_implemented
            message:
              type: string
            recoverable:
              type: boolean
            suggestion:
              type: string
            field_errors:
              type: object
              additionalProperties:
                type: array
                items:
                  type: object
                  properties:
                    rule:
                      type: string
                    message:
                      type: string
                  required:
                    - rule
                    - message
            blockers:
              type: array
              items:
                type: object
                properties:
                  type:
                    type: string
                    description: >-
                      Machine-readable blocker type (active_flow, pending_tasks,
                      …).
                  severity:
                    type: string
                    enum:
                      - hard
                      - soft
                    description: >-
                      hard = external action required; soft = acknowledge is
                      enough.
                  description:
                    type: string
                  entity_sid:
                    type: string
                    nullable: true
                  count:
                    type: integer
                  resolution:
                    type: string
                    description: 'Hard: tool name to call. Soft: code for acknowledge[].'
                  resolution_hint:
                    type: string
                required:
                  - type
                  - severity
                  - description
                  - entity_sid
                  - resolution
                  - resolution_hint
            context:
              type: object
              additionalProperties: {}
          required:
            - code
            - message
            - recoverable
        meta:
          type: object
          properties:
            trace_id:
              type: string
              description: UUID v7; same 128-bit value as the X-Trace-Id header.
            span_id:
              type: string
              pattern: ^[0-9a-f]{16}$
              description: 16 hex chars, root span of this request.
            timestamp:
              type: string
              description: ISO 8601 UTC (Y-m-dTH:i:sZ), response time.
            duration_ms:
              type: integer
              minimum: 0
              description: Server-side wall clock.
            team_sid:
              type: string
              nullable: true
              description: >-
                The team this call ran in (the token team, or the team_sid
                override). Null when unauthenticated; absent from pre-2026-08-20
                backends.
            actor_type:
              type: string
              nullable: true
              description: >-
                user | agent | api_key | system. Null when unauthenticated;
                absent from pre-2026-08-20 backends.
          required:
            - trace_id
            - span_id
            - timestamp
            - duration_ms
      required:
        - success
        - error
  responses:
    McpClientError:
      description: >-
        MCP error envelope. `error.code` is one of validation_failed,
        nothing_to_update, not_found, relation_not_found, invalid_transition,
        limit_exceeded, payment_required, duplicate_rejected, conflict,
        delete_blocked, unauthorized, forbidden, rate_limited, not_implemented.
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/McpError'
    McpServerError:
      description: >-
        MCP error envelope with `error.code` internal_error or
        service_unavailable.
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/McpError'
  securitySchemes:
    BearerJwt:
      type: http
      scheme: bearer
      bearerFormat: JWT
      description: >-
        Access token issued by gs.service.id. Its `access_identity` claim
        carries `team_sid`, `actor_sid` and `actor_type`, and that team scope is
        authoritative.
    TeamSid:
      type: apiKey
      in: header
      name: Team-SID
      description: >-
        Team scope for tokens that do not carry one. Ignored when the token
        already names a team.

````

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