Developers › API reference › Data

GET /api/v1/data-quality/issues

Data quality issues.

  • Scope data:read
  • operationId dataDq

The token needs the scope data:read, and the person or service account behind it needs the matching privileges and account permissions, exactly as on the screens. See Scopes.

Paginated. Cursor pagination: limit (1 to 200, default 50); pass next_cursor as cursor until has_more is false. fields= returns only the named fields.

Request

GET /api/v1/data-quality/issues

Query parameters

NameRequiredDescription
limitnoPage size, 1 to 200 (default 50)
cursornoThe next_cursor of the previous page
sortno"-id" (newest first, default) or "id"
fieldsnoSparse fieldset: comma-separated field names
statusnoopen or resolved
severitynohigh, medium, low

Headers

HeaderRequiredValue
AuthorizationyesBearer <token>: an OAuth access token (vat_…) or a personal access token (vpt_…). Get a token

Examples

Keep the token in an environment variable (VESTORIS_TOKEN), never in the script.

curl

curl "https://vestoris.com/api/v1/data-quality/issues" \
  -H "Authorization: Bearer $VESTORIS_TOKEN"

Python (requests)

import os, requests

r = requests.get(
    "https://vestoris.com/api/v1/data-quality/issues",
    headers={
        "Authorization": f"Bearer {os.environ['VESTORIS_TOKEN']}",
    },
    timeout=30,
)
r.raise_for_status()  # errors are application/problem+json with a stable "code"
print(r.json())

JavaScript (fetch)

const res = await fetch("https://vestoris.com/api/v1/data-quality/issues", {
  method: "GET",
  headers: {
    Authorization: `Bearer ${process.env.VESTORIS_TOKEN}`,
  },
});
const data = await res.json();
if (!res.ok) throw new Error(`${data.code}: ${data.detail}`); // problem+json
console.log(data);

Response

200 OK, application/json: a page of DqIssue. Rate-limit headers: RateLimit-Limit, RateLimit-Remaining, RateLimit-Reset.

Response fields
FieldTypeDescription
datalist of DqIssueThe records of this page.
data[].idid (string)The record's id (a string of digits).
data[].detectorstringThe data-quality check that found it (stale_price, price_jump, missing_identifier…).
data[].severitystringHow serious: for rules "block", "warn" or "info"; for alerts and issues "high", "medium" or "low".
data[].datasetstringThe data set: securities, accounts, positions, lots, cash, prices, fx, corporate_actions, issuers, brokers, benchmarks…
data[].keystringThe record's natural key (e.g. a symbol or account code).
data[].summarystringWhat is wrong.
data[].detailsobjectStructured details.
data[].narrativestring or nullA narrative written from the facts (by the AI when it is on).
data[].statusstringopen or resolved.
data[].first_seendate-time or nullWhen the issue was first found.
data[].last_seendate-time or nullWhen the issue was last seen.
data[].resolved_atdate-time or nullWhen it was resolved.
next_cursorstring or nullPass as ?cursor= for the next page; null on the last page.
has_morebooleanTrue when another page follows.

Example response

HTTP/1.1 200 OK
Content-Type: application/json

{
    "data": [
        {
            "id": "1042",
            "detector": "price_jump",
            "severity": "warn",
            "dataset": "prices",
            "key": "AAPL",
            "summary": "NVDA close moved 23% from the previous day",
            "details": [],
            "narrative": null,
            "status": "open",
            "first_seen": "2026-10-27T14:30:00Z",
            "last_seen": "2026-10-27T14:30:00Z",
            "resolved_at": null
        }
    ],
    "next_cursor": "eyJpZCI6NTI5OX0",
    "has_more": true
}

Example values. Your values depend on your firm's data; prices, orders and fills are simulated.

Status codes and errors

Errors are application/problem+json (RFC 9457) with a stable code to program against; the detail says what to fix. See Errors.

StatusWhenProblem codes
200Success
400The request is malformedinvalid_request
401No token, or it is invalid or expiredinvalid_token
403The token lacks the scope, or the person or service account behind it lacks the privilege or account permissioninsufficient_scope forbidden ip_not_allowed
429Rate limited: wait for Retry-After secondsrate_limited
{
    "type": "https://vestoris.com/developers/errors#validation_failed",
    "title": "Validation failed",
    "status": 422,
    "detail": "Quantity must be greater than zero.",
    "code": "validation_failed",
    "instance": "/api/v1/data-quality/issues"
}

On the screens

The same thing in the app is explained in: