curl --request POST \
  --url https://api.itoflow.ai/factor-risk/covariance \
  --header 'Authorization: Bearer <token>' \
  --header 'Content-Type: application/json' \
  --data '
{
  "as_of": "2026-06-30",
  "symbols": [
    "AAPL.US",
    "MSFT.US"
  ],
  "model_version": "global-equity-v1"
}
'

import requests

url = "https://api.itoflow.ai/factor-risk/covariance"

payload = {
    "as_of": "2026-06-30",
    "symbols": ["AAPL.US", "MSFT.US"],
    "model_version": "global-equity-v1"
}
headers = {
    "Authorization": "Bearer <token>",
    "Content-Type": "application/json"
}

response = requests.post(url, json=payload, headers=headers)

print(response.text)

const options = {
  method: 'POST',
  headers: {Authorization: 'Bearer <token>', 'Content-Type': 'application/json'},
  body: JSON.stringify({
    as_of: '2026-06-30',
    symbols: ['AAPL.US', 'MSFT.US'],
    model_version: 'global-equity-v1'
  })
};

fetch('https://api.itoflow.ai/factor-risk/covariance', options)
  .then(res => res.json())
  .then(res => console.log(res))
  .catch(err => console.error(err));

{
  "annualization_factor": 252,
  "base_currency": "USD",
  "covariance": [
    [
      123
    ]
  ],
  "model_version": "<string>",
  "provenance": {
    "classification_inputs": "point_in_time",
    "factor_availability": {},
    "factor_count": 123,
    "pit_policy": "strict",
    "psd_repaired": true,
    "snapshot_instant": "<string>",
    "style_inputs": "point_in_time"
  },
  "requested_as_of": "<string>",
  "return_convention": "simple_daily",
  "snapshot_as_of": "<string>",
  "symbol_warnings": {},
  "symbols": [
    "<string>"
  ],
  "warnings": [
    "<string>"
  ]
}

{
  "details": {
    "invalid_symbols": [
      "<string>"
    ],
    "missing_symbol_count": 123,
    "missing_symbols": [
      "<string>"
    ],
    "model_version": "<string>",
    "reason": "stale_snapshot",
    "requested_as_of": "<string>",
    "snapshot_as_of": "<string>",
    "symbol_count": 123
  },
  "error": "invalid_factor_risk_request",
  "message": "<string>"
}

{
  "error": "<string>",
  "available": "<string>",
  "billing_action": {
    "href": "<string>",
    "kind": "upgrade",
    "label": "<string>"
  },
  "code": "<string>",
  "currentVersion": 123,
  "details": "<unknown>",
  "expectedVersion": 123,
  "message": "<string>",
  "requested": "<string>",
  "usage": "<unknown>"
}

{
  "details": {
    "invalid_symbols": [
      "<string>"
    ],
    "missing_symbol_count": 123,
    "missing_symbols": [
      "<string>"
    ],
    "model_version": "<string>",
    "reason": "stale_snapshot",
    "requested_as_of": "<string>",
    "snapshot_as_of": "<string>",
    "symbol_count": 123
  },
  "error": "invalid_factor_risk_request",
  "message": "<string>"
}

{
  "details": {
    "invalid_symbols": [
      "<string>"
    ],
    "missing_symbol_count": 123,
    "missing_symbols": [
      "<string>"
    ],
    "model_version": "<string>",
    "reason": "stale_snapshot",
    "requested_as_of": "<string>",
    "snapshot_as_of": "<string>",
    "symbol_count": 123
  },
  "error": "invalid_factor_risk_request",
  "message": "<string>"
}

{
  "details": {
    "invalid_symbols": [
      "<string>"
    ],
    "missing_symbol_count": 123,
    "missing_symbols": [
      "<string>"
    ],
    "model_version": "<string>",
    "reason": "stale_snapshot",
    "requested_as_of": "<string>",
    "snapshot_as_of": "<string>",
    "symbol_count": 123
  },
  "error": "invalid_factor_risk_request",
  "message": "<string>"
}