---
title: "Predict"
method: POST
path: "/v1/models/{model_id}/predict"
tags: ["inference"]
---

# Predict

`POST /v1/models/{model_id}/predict`

Batch predictions from a trained model.

## Path parameters

- `model_id` string, uuid, required

## Request body

- PredictRequest
  - `dataframe` WireDataFrameInput, required
    - `version` 1
    - `plan` object, required
    - `columns` FieldDefInput[], required
      - `name` string, required
      - `datatype` union, required
        - String
          - `kind` 'string'
        - Boolean
          - `kind` 'boolean'
        - CategoricalString
          - `kind` 'categorical_string'
          - `values` string[], required
        - CategoricalInteger
          - `kind` 'categorical_integer'
          - `values` integer[], required
        - Integer
          - `kind` 'integer'
          - `bits` 8 | 16 | 32 | 64, required
          - `signed` boolean
          - `range` RangeInt
            - `min` integer, nullable
            - `max` integer, nullable
        - Real
          - `kind` 'real'
          - `bits` 16 | 32 | 64, required
          - `range` RangeFloat
            - `min` number, nullable
            - `max` number, nullable
        - DatetimeInput
          - `kind` 'datetime'

## Response `200`

Successful Response

- JobSubmissionResponse
  - `job_id` union, required
    - string, uuid
    - string
  - `status` 'pending' | 'running' | 'completed' | 'failed', required
  - `message` string, required

## Other responses

- `422` — Validation Error

---

[API](https://skmtc.dev/outerproduct/apis/outerproduct-api.md) · [All operations](https://skmtc.dev/outerproduct/apis/outerproduct-api/llms.txt) · [OpenAPI document](https://skmtc-service-production.skmtc.workers.dev/v1/apis/outerproduct/outerproduct-api/revisions/a49cdafe7fba/schema)