Local File Upload

Drag & Drop a file through the Arize UI

Supported File Types

Arize supports CSV, Parquet, and Avro. The required model schema parameters vary based on the specific model type selected. Learn more about model types here.

embeddings_features and list_of_strings are available for Parquet and Avro files.

How To Upload A Local File

Uploading a local file is as simple as dropping a file into the upload container and can be broken down into a few easy steps.

  • Go to the 'Upload Data' page from the left-side navigation and click on Local Files

Select "Local Files" from Upload Data Page
Drag file or click "Select File"
  • Fill out model schema fields using this schema reference

Fill out model schema
  • Validate your file; errors will be displayed on this page

Validate file
  • 'Start Job' to create a file import job for your local file

    • You’ll be taken to the Job Status tab to see your local file uploads

Successful local file import
  • Go to Job Status Tab to see your local file uploads

Job Status of All Local File imports

Local File Upload Model Schema

Model schema parameters are a way of organizing model inference data to ingest to Arize. When configuring your schema, be sure to match your file column headers with the model schema. Use a form or a simple JSON-based schema to specify the column mapping.

Example Row

prediction_id
prediction_ts
user_id
feature/metropolitan_area
industry
prediction_score
actual_score
prediction_label
actual_label
tag/zone

1fcd50f4689

1637538845

82256

1PA

engineering

0.07773696

0

No Claims

No Claims

us-east-1

Example Schema

{
  "prediction_id": "prediction_id",
  "timestamp": "prediction_ts",
  "features": "feature/", #with explicit features (must pick explicit or implicit) 
  "prediction_score": "prediction_score",
  "prediction_label": "prediction_label",
  "actual_score": "actual_score",
  "actual_label": "actual_label",
  "tags": "tag/",
  "shap_values": "shap/",
  "exclude": ["user_id"]
}

Schema Parameters

Learn more about Schema fields here. Refer here for a list of the expected data types for Schema fields by file type.

We currently support uploading one file at a time, and a maximum file size of 300 mb.

To upload multiple files or larger files, use one of our data connectors.

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