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POST
/
models
/
{model_id}
/
infer
Infer (File Upload)
curl --request POST \
  --url https://api.woodwide.ai/models/{model_id}/infer \
  --header 'Authorization: Bearer <token>' \
  --header 'Content-Type: multipart/form-data' \
  --form 'file=<string>' \
  --form model_version_id=3c90c3cc-0d44-4b50-8888-8dd25736052a \
  --form output_type=csv \
  --form anomaly_format=ids_only
{
  "job_id": "c3d4e5f6-0000-0000-0000-000000000001",
  "status": "succeeded",
  "latency_ms": 1523,
  "model_id": "b2c3d4e5-0000-0000-0000-000000000001",
  "model_name": "my_model",
  "model_version_id": "b2c3d4e5-0000-0000-0000-000000000002",
  "model_type": "prediction",
  "data": {
    "id": [
      0,
      1,
      2
    ],
    "prediction": [
      1,
      0,
      1
    ],
    "prediction_prob": [
      0.88,
      0.95,
      0.7
    ]
  }
}

Documentation Index

Fetch the complete documentation index at: https://docs.woodwide.ai/llms.txt

Use this file to discover all available pages before exploring further.

Uses the latest ready model version unless model_version_id is specified. Maximum file size is 30 MB. Set output_type to control the response format (json, csv, or parquet). For anomaly models, set anomaly_format to ids_only (default) or per_row. See Output Formats for output columns by model type.

Authorizations

​
Authorization
string
header
required

Bearer authentication header of the form Bearer <token>, where <token> is your auth token.

Path Parameters

​
model_id
string<uuid>
required

Body

multipart/form-data
​
file
string
required

The file to upload. Maximum file size: 30 MB.

​
model_version_id
string<uuid>
​
output_type
enum<string>
default:csv

Supported inference output formats.

Available options:
json,
csv,
parquet
​
anomaly_format
enum<string>
default:ids_only

Controls anomaly detection output shape. 'ids_only' returns a list of anomalous row indices. 'per_row' returns id, is_anomaly, and anomaly_score for every input row. Ignored for non-anomaly model types.

Available options:
ids_only,
per_row

Response

Successful Response Output format depends on the output_type parameter (json, csv, or parquet). See Output Formats for output columns by model type.

When output_type is json, the response is a JSON object. When output_type is csv or parquet, the response is a file download.

​
job_id
string<uuid>

Unique ID for the inference job.

​
status
string

Job status (e.g. succeeded).

​
latency_ms
integer

Inference latency in milliseconds.

​
model_id
string<uuid>

ID of the model used.

​
model_name
string

Name of the model.

​
model_version_id
string<uuid>

ID of the model version used.

​
model_type
string

Type of the model (e.g. prediction, clustering).

​
data
object

Inference results. Structure varies by model type.