curl --request POST \
  --url https://api.example.com/api/regime/v2/explain \
  --header 'Content-Type: application/json' \
  --data '
{
  "snapshot": {
    "snapshot_id": "<string>",
    "logic_version": "<string>",
    "feature_version": "<string>",
    "as_of": "2023-11-07T05:31:56Z",
    "effective_for_session": "2023-12-25",
    "asset_scope": {
      "kind": "market_index",
      "primary_asset": "SPY",
      "universe": [
        "<string>"
      ]
    },
    "variant": "corrected",
    "unavailable_inputs": [
      "<string>"
    ],
    "risk_classifier_version": "risk-v2.0",
    "risk_inputs_complete": false,
    "provenance": [
      {
        "source": "<string>",
        "source_id": "<string>",
        "artifact_id": "<string>",
        "as_of": "2023-11-07T05:31:56Z",
        "notes": "<string>"
      }
    ],
    "legacy_shadow_grid": {
      "direction": "<string>",
      "volatility": "<string>",
      "grid_cell": "<string>",
      "logic_version": "<string>",
      "variant": "<string>"
    }
  },
  "policy": {
    "decision_id": "<string>",
    "generated_at": "2023-11-07T05:31:56Z",
    "snapshot_id": "<string>",
    "evidence_id": "<string>",
    "asset_scope": {
      "kind": "market_index",
      "primary_asset": "SPY",
      "universe": [
        "<string>"
      ]
    },
    "policy_version": "<string>",
    "policy_config_version": "<string>",
    "cost_model_id": "<string>",
    "logic_version": "<string>",
    "feature_version": "<string>",
    "valid_until": "2023-11-07T05:31:56Z",
    "recommendations": [
      {
        "score": 50,
        "confidence": 50,
        "risk_multiplier_hint": 1,
        "valid_until": "2023-11-07T05:31:56Z",
        "policy_version": "<string>",
        "reason_codes": [
          "<string>"
        ],
        "evidence_ref": {
          "evidence_id": "<string>",
          "row_id": "<string>",
          "artifact_uri": "<string>"
        },
        "blocked_reasons": [
          "<string>"
        ]
      }
    ],
    "guardrails": [
      "<string>"
    ],
    "caveats": [
      "<string>"
    ]
  },
  "evidence_table": {
    "evidence_id": "<string>",
    "generated_at": "2023-11-07T05:31:56Z",
    "logic_version": "<string>",
    "feature_version": "<string>",
    "variant": "<string>",
    "asset_scope": {
      "kind": "market_index",
      "primary_asset": "SPY",
      "universe": [
        "<string>"
      ]
    },
    "cost_model": {
      "model_id": "default",
      "commission_bps": 0,
      "slippage_bps": 0,
      "spread_bps": 0
    },
    "approved": false,
    "approved_at": "2023-11-07T05:31:56Z",
    "source_query_windows": [
      {
        "source": "<string>",
        "start": "2023-11-07T05:31:56Z",
        "end": "2023-11-07T05:31:56Z",
        "notes": "<string>"
      }
    ],
    "as_of_floor": "2023-11-07T05:31:56Z",
    "as_of_ceiling": "2023-11-07T05:31:56Z",
    "stats": [
      {
        "probability_of_profit": 0.5,
        "expected_return": 123,
        "expected_r": 123,
        "median_return": 123,
        "tail_loss": 123,
        "max_drawdown": 123,
        "sharpe": 123,
        "trade_count": 1,
        "regime_sample_count": 1,
        "cost_adjusted_expectancy": 123,
        "ci_lower": 123,
        "ci_upper": 123,
        "bootstrap_stability": 0.5,
        "walk_forward_degradation": 1,
        "subperiod_degradation": 1,
        "cost_model": {
          "model_id": "default",
          "commission_bps": 0,
          "slippage_bps": 0,
          "spread_bps": 0
        },
        "evidence_ref": {
          "evidence_id": "<string>",
          "row_id": "<string>",
          "artifact_uri": "<string>"
        },
        "axis_filter": {},
        "notes": [
          "<string>"
        ]
      }
    ],
    "manifest_id": "<string>",
    "provenance": [
      {
        "source": "<string>",
        "source_id": "<string>",
        "artifact_id": "<string>",
        "as_of": "2023-11-07T05:31:56Z",
        "notes": "<string>"
      }
    ]
  },
  "prior_snapshot": {
    "snapshot_id": "<string>",
    "logic_version": "<string>",
    "feature_version": "<string>",
    "as_of": "2023-11-07T05:31:56Z",
    "effective_for_session": "2023-12-25",
    "asset_scope": {
      "kind": "market_index",
      "primary_asset": "SPY",
      "universe": [
        "<string>"
      ]
    },
    "variant": "corrected",
    "unavailable_inputs": [
      "<string>"
    ],
    "risk_classifier_version": "risk-v2.0",
    "risk_inputs_complete": false,
    "provenance": [
      {
        "source": "<string>",
        "source_id": "<string>",
        "artifact_id": "<string>",
        "as_of": "2023-11-07T05:31:56Z",
        "notes": "<string>"
      }
    ],
    "legacy_shadow_grid": {
      "direction": "<string>",
      "volatility": "<string>",
      "grid_cell": "<string>",
      "logic_version": "<string>",
      "variant": "<string>"
    }
  },
  "audience": "trader"
}
'

import requests

url = "https://api.example.com/api/regime/v2/explain"

payload = {
    "snapshot": {
        "snapshot_id": "<string>",
        "logic_version": "<string>",
        "feature_version": "<string>",
        "as_of": "2023-11-07T05:31:56Z",
        "effective_for_session": "2023-12-25",
        "asset_scope": {
            "kind": "market_index",
            "primary_asset": "SPY",
            "universe": ["<string>"]
        },
        "variant": "corrected",
        "unavailable_inputs": ["<string>"],
        "risk_classifier_version": "risk-v2.0",
        "risk_inputs_complete": False,
        "provenance": [
            {
                "source": "<string>",
                "source_id": "<string>",
                "artifact_id": "<string>",
                "as_of": "2023-11-07T05:31:56Z",
                "notes": "<string>"
            }
        ],
        "legacy_shadow_grid": {
            "direction": "<string>",
            "volatility": "<string>",
            "grid_cell": "<string>",
            "logic_version": "<string>",
            "variant": "<string>"
        }
    },
    "policy": {
        "decision_id": "<string>",
        "generated_at": "2023-11-07T05:31:56Z",
        "snapshot_id": "<string>",
        "evidence_id": "<string>",
        "asset_scope": {
            "kind": "market_index",
            "primary_asset": "SPY",
            "universe": ["<string>"]
        },
        "policy_version": "<string>",
        "policy_config_version": "<string>",
        "cost_model_id": "<string>",
        "logic_version": "<string>",
        "feature_version": "<string>",
        "valid_until": "2023-11-07T05:31:56Z",
        "recommendations": [
            {
                "score": 50,
                "confidence": 50,
                "risk_multiplier_hint": 1,
                "valid_until": "2023-11-07T05:31:56Z",
                "policy_version": "<string>",
                "reason_codes": ["<string>"],
                "evidence_ref": {
                    "evidence_id": "<string>",
                    "row_id": "<string>",
                    "artifact_uri": "<string>"
                },
                "blocked_reasons": ["<string>"]
            }
        ],
        "guardrails": ["<string>"],
        "caveats": ["<string>"]
    },
    "evidence_table": {
        "evidence_id": "<string>",
        "generated_at": "2023-11-07T05:31:56Z",
        "logic_version": "<string>",
        "feature_version": "<string>",
        "variant": "<string>",
        "asset_scope": {
            "kind": "market_index",
            "primary_asset": "SPY",
            "universe": ["<string>"]
        },
        "cost_model": {
            "model_id": "default",
            "commission_bps": 0,
            "slippage_bps": 0,
            "spread_bps": 0
        },
        "approved": False,
        "approved_at": "2023-11-07T05:31:56Z",
        "source_query_windows": [
            {
                "source": "<string>",
                "start": "2023-11-07T05:31:56Z",
                "end": "2023-11-07T05:31:56Z",
                "notes": "<string>"
            }
        ],
        "as_of_floor": "2023-11-07T05:31:56Z",
        "as_of_ceiling": "2023-11-07T05:31:56Z",
        "stats": [
            {
                "probability_of_profit": 0.5,
                "expected_return": 123,
                "expected_r": 123,
                "median_return": 123,
                "tail_loss": 123,
                "max_drawdown": 123,
                "sharpe": 123,
                "trade_count": 1,
                "regime_sample_count": 1,
                "cost_adjusted_expectancy": 123,
                "ci_lower": 123,
                "ci_upper": 123,
                "bootstrap_stability": 0.5,
                "walk_forward_degradation": 1,
                "subperiod_degradation": 1,
                "cost_model": {
                    "model_id": "default",
                    "commission_bps": 0,
                    "slippage_bps": 0,
                    "spread_bps": 0
                },
                "evidence_ref": {
                    "evidence_id": "<string>",
                    "row_id": "<string>",
                    "artifact_uri": "<string>"
                },
                "axis_filter": {},
                "notes": ["<string>"]
            }
        ],
        "manifest_id": "<string>",
        "provenance": [
            {
                "source": "<string>",
                "source_id": "<string>",
                "artifact_id": "<string>",
                "as_of": "2023-11-07T05:31:56Z",
                "notes": "<string>"
            }
        ]
    },
    "prior_snapshot": {
        "snapshot_id": "<string>",
        "logic_version": "<string>",
        "feature_version": "<string>",
        "as_of": "2023-11-07T05:31:56Z",
        "effective_for_session": "2023-12-25",
        "asset_scope": {
            "kind": "market_index",
            "primary_asset": "SPY",
            "universe": ["<string>"]
        },
        "variant": "corrected",
        "unavailable_inputs": ["<string>"],
        "risk_classifier_version": "risk-v2.0",
        "risk_inputs_complete": False,
        "provenance": [
            {
                "source": "<string>",
                "source_id": "<string>",
                "artifact_id": "<string>",
                "as_of": "2023-11-07T05:31:56Z",
                "notes": "<string>"
            }
        ],
        "legacy_shadow_grid": {
            "direction": "<string>",
            "volatility": "<string>",
            "grid_cell": "<string>",
            "logic_version": "<string>",
            "variant": "<string>"
        }
    },
    "audience": "trader"
}
headers = {"Content-Type": "application/json"}

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

print(response.text)

const options = {
  method: 'POST',
  headers: {'Content-Type': 'application/json'},
  body: JSON.stringify({
    snapshot: {
      snapshot_id: '<string>',
      logic_version: '<string>',
      feature_version: '<string>',
      as_of: '2023-11-07T05:31:56Z',
      effective_for_session: '2023-12-25',
      asset_scope: {kind: 'market_index', primary_asset: 'SPY', universe: ['<string>']},
      variant: 'corrected',
      unavailable_inputs: ['<string>'],
      risk_classifier_version: 'risk-v2.0',
      risk_inputs_complete: false,
      provenance: [
        {
          source: '<string>',
          source_id: '<string>',
          artifact_id: '<string>',
          as_of: '2023-11-07T05:31:56Z',
          notes: '<string>'
        }
      ],
      legacy_shadow_grid: {
        direction: '<string>',
        volatility: '<string>',
        grid_cell: '<string>',
        logic_version: '<string>',
        variant: '<string>'
      }
    },
    policy: {
      decision_id: '<string>',
      generated_at: '2023-11-07T05:31:56Z',
      snapshot_id: '<string>',
      evidence_id: '<string>',
      asset_scope: {kind: 'market_index', primary_asset: 'SPY', universe: ['<string>']},
      policy_version: '<string>',
      policy_config_version: '<string>',
      cost_model_id: '<string>',
      logic_version: '<string>',
      feature_version: '<string>',
      valid_until: '2023-11-07T05:31:56Z',
      recommendations: [
        {
          score: 50,
          confidence: 50,
          risk_multiplier_hint: 1,
          valid_until: '2023-11-07T05:31:56Z',
          policy_version: '<string>',
          reason_codes: ['<string>'],
          evidence_ref: {evidence_id: '<string>', row_id: '<string>', artifact_uri: '<string>'},
          blocked_reasons: ['<string>']
        }
      ],
      guardrails: ['<string>'],
      caveats: ['<string>']
    },
    evidence_table: {
      evidence_id: '<string>',
      generated_at: '2023-11-07T05:31:56Z',
      logic_version: '<string>',
      feature_version: '<string>',
      variant: '<string>',
      asset_scope: {kind: 'market_index', primary_asset: 'SPY', universe: ['<string>']},
      cost_model: {model_id: 'default', commission_bps: 0, slippage_bps: 0, spread_bps: 0},
      approved: false,
      approved_at: '2023-11-07T05:31:56Z',
      source_query_windows: [
        {
          source: '<string>',
          start: '2023-11-07T05:31:56Z',
          end: '2023-11-07T05:31:56Z',
          notes: '<string>'
        }
      ],
      as_of_floor: '2023-11-07T05:31:56Z',
      as_of_ceiling: '2023-11-07T05:31:56Z',
      stats: [
        {
          probability_of_profit: 0.5,
          expected_return: 123,
          expected_r: 123,
          median_return: 123,
          tail_loss: 123,
          max_drawdown: 123,
          sharpe: 123,
          trade_count: 1,
          regime_sample_count: 1,
          cost_adjusted_expectancy: 123,
          ci_lower: 123,
          ci_upper: 123,
          bootstrap_stability: 0.5,
          walk_forward_degradation: 1,
          subperiod_degradation: 1,
          cost_model: {model_id: 'default', commission_bps: 0, slippage_bps: 0, spread_bps: 0},
          evidence_ref: {evidence_id: '<string>', row_id: '<string>', artifact_uri: '<string>'},
          axis_filter: {},
          notes: ['<string>']
        }
      ],
      manifest_id: '<string>',
      provenance: [
        {
          source: '<string>',
          source_id: '<string>',
          artifact_id: '<string>',
          as_of: '2023-11-07T05:31:56Z',
          notes: '<string>'
        }
      ]
    },
    prior_snapshot: {
      snapshot_id: '<string>',
      logic_version: '<string>',
      feature_version: '<string>',
      as_of: '2023-11-07T05:31:56Z',
      effective_for_session: '2023-12-25',
      asset_scope: {kind: 'market_index', primary_asset: 'SPY', universe: ['<string>']},
      variant: 'corrected',
      unavailable_inputs: ['<string>'],
      risk_classifier_version: 'risk-v2.0',
      risk_inputs_complete: false,
      provenance: [
        {
          source: '<string>',
          source_id: '<string>',
          artifact_id: '<string>',
          as_of: '2023-11-07T05:31:56Z',
          notes: '<string>'
        }
      ],
      legacy_shadow_grid: {
        direction: '<string>',
        volatility: '<string>',
        grid_cell: '<string>',
        logic_version: '<string>',
        variant: '<string>'
      }
    },
    audience: 'trader'
  })
};

fetch('https://api.example.com/api/regime/v2/explain', options)
  .then(res => res.json())
  .then(res => console.log(res))
  .catch(err => console.error(err));

<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_URL => "https://api.example.com/api/regime/v2/explain",
  CURLOPT_RETURNTRANSFER => true,
  CURLOPT_ENCODING => "",
  CURLOPT_MAXREDIRS => 10,
  CURLOPT_TIMEOUT => 30,
  CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
  CURLOPT_CUSTOMREQUEST => "POST",
  CURLOPT_POSTFIELDS => json_encode([
    'snapshot' => [
        'snapshot_id' => '<string>',
        'logic_version' => '<string>',
        'feature_version' => '<string>',
        'as_of' => '2023-11-07T05:31:56Z',
        'effective_for_session' => '2023-12-25',
        'asset_scope' => [
                'kind' => 'market_index',
                'primary_asset' => 'SPY',
                'universe' => [
                                '<string>'
                ]
        ],
        'variant' => 'corrected',
        'unavailable_inputs' => [
                '<string>'
        ],
        'risk_classifier_version' => 'risk-v2.0',
        'risk_inputs_complete' => false,
        'provenance' => [
                [
                                'source' => '<string>',
                                'source_id' => '<string>',
                                'artifact_id' => '<string>',
                                'as_of' => '2023-11-07T05:31:56Z',
                                'notes' => '<string>'
                ]
        ],
        'legacy_shadow_grid' => [
                'direction' => '<string>',
                'volatility' => '<string>',
                'grid_cell' => '<string>',
                'logic_version' => '<string>',
                'variant' => '<string>'
        ]
    ],
    'policy' => [
        'decision_id' => '<string>',
        'generated_at' => '2023-11-07T05:31:56Z',
        'snapshot_id' => '<string>',
        'evidence_id' => '<string>',
        'asset_scope' => [
                'kind' => 'market_index',
                'primary_asset' => 'SPY',
                'universe' => [
                                '<string>'
                ]
        ],
        'policy_version' => '<string>',
        'policy_config_version' => '<string>',
        'cost_model_id' => '<string>',
        'logic_version' => '<string>',
        'feature_version' => '<string>',
        'valid_until' => '2023-11-07T05:31:56Z',
        'recommendations' => [
                [
                                'score' => 50,
                                'confidence' => 50,
                                'risk_multiplier_hint' => 1,
                                'valid_until' => '2023-11-07T05:31:56Z',
                                'policy_version' => '<string>',
                                'reason_codes' => [
                                                                '<string>'
                                ],
                                'evidence_ref' => [
                                                                'evidence_id' => '<string>',
                                                                'row_id' => '<string>',
                                                                'artifact_uri' => '<string>'
                                ],
                                'blocked_reasons' => [
                                                                '<string>'
                                ]
                ]
        ],
        'guardrails' => [
                '<string>'
        ],
        'caveats' => [
                '<string>'
        ]
    ],
    'evidence_table' => [
        'evidence_id' => '<string>',
        'generated_at' => '2023-11-07T05:31:56Z',
        'logic_version' => '<string>',
        'feature_version' => '<string>',
        'variant' => '<string>',
        'asset_scope' => [
                'kind' => 'market_index',
                'primary_asset' => 'SPY',
                'universe' => [
                                '<string>'
                ]
        ],
        'cost_model' => [
                'model_id' => 'default',
                'commission_bps' => 0,
                'slippage_bps' => 0,
                'spread_bps' => 0
        ],
        'approved' => false,
        'approved_at' => '2023-11-07T05:31:56Z',
        'source_query_windows' => [
                [
                                'source' => '<string>',
                                'start' => '2023-11-07T05:31:56Z',
                                'end' => '2023-11-07T05:31:56Z',
                                'notes' => '<string>'
                ]
        ],
        'as_of_floor' => '2023-11-07T05:31:56Z',
        'as_of_ceiling' => '2023-11-07T05:31:56Z',
        'stats' => [
                [
                                'probability_of_profit' => 0.5,
                                'expected_return' => 123,
                                'expected_r' => 123,
                                'median_return' => 123,
                                'tail_loss' => 123,
                                'max_drawdown' => 123,
                                'sharpe' => 123,
                                'trade_count' => 1,
                                'regime_sample_count' => 1,
                                'cost_adjusted_expectancy' => 123,
                                'ci_lower' => 123,
                                'ci_upper' => 123,
                                'bootstrap_stability' => 0.5,
                                'walk_forward_degradation' => 1,
                                'subperiod_degradation' => 1,
                                'cost_model' => [
                                                                'model_id' => 'default',
                                                                'commission_bps' => 0,
                                                                'slippage_bps' => 0,
                                                                'spread_bps' => 0
                                ],
                                'evidence_ref' => [
                                                                'evidence_id' => '<string>',
                                                                'row_id' => '<string>',
                                                                'artifact_uri' => '<string>'
                                ],
                                'axis_filter' => [
                                                                
                                ],
                                'notes' => [
                                                                '<string>'
                                ]
                ]
        ],
        'manifest_id' => '<string>',
        'provenance' => [
                [
                                'source' => '<string>',
                                'source_id' => '<string>',
                                'artifact_id' => '<string>',
                                'as_of' => '2023-11-07T05:31:56Z',
                                'notes' => '<string>'
                ]
        ]
    ],
    'prior_snapshot' => [
        'snapshot_id' => '<string>',
        'logic_version' => '<string>',
        'feature_version' => '<string>',
        'as_of' => '2023-11-07T05:31:56Z',
        'effective_for_session' => '2023-12-25',
        'asset_scope' => [
                'kind' => 'market_index',
                'primary_asset' => 'SPY',
                'universe' => [
                                '<string>'
                ]
        ],
        'variant' => 'corrected',
        'unavailable_inputs' => [
                '<string>'
        ],
        'risk_classifier_version' => 'risk-v2.0',
        'risk_inputs_complete' => false,
        'provenance' => [
                [
                                'source' => '<string>',
                                'source_id' => '<string>',
                                'artifact_id' => '<string>',
                                'as_of' => '2023-11-07T05:31:56Z',
                                'notes' => '<string>'
                ]
        ],
        'legacy_shadow_grid' => [
                'direction' => '<string>',
                'volatility' => '<string>',
                'grid_cell' => '<string>',
                'logic_version' => '<string>',
                'variant' => '<string>'
        ]
    ],
    'audience' => 'trader'
  ]),
  CURLOPT_HTTPHEADER => [
    "Content-Type: application/json"
  ],
]);

$response = curl_exec($curl);
$err = curl_error($curl);

curl_close($curl);

if ($err) {
  echo "cURL Error #:" . $err;
} else {
  echo $response;
}

package main

import (
	"fmt"
	"strings"
	"net/http"
	"io"
)

func main() {

	url := "https://api.example.com/api/regime/v2/explain"

	payload := strings.NewReader("{\n  \"snapshot\": {\n    \"snapshot_id\": \"<string>\",\n    \"logic_version\": \"<string>\",\n    \"feature_version\": \"<string>\",\n    \"as_of\": \"2023-11-07T05:31:56Z\",\n    \"effective_for_session\": \"2023-12-25\",\n    \"asset_scope\": {\n      \"kind\": \"market_index\",\n      \"primary_asset\": \"SPY\",\n      \"universe\": [\n        \"<string>\"\n      ]\n    },\n    \"variant\": \"corrected\",\n    \"unavailable_inputs\": [\n      \"<string>\"\n    ],\n    \"risk_classifier_version\": \"risk-v2.0\",\n    \"risk_inputs_complete\": false,\n    \"provenance\": [\n      {\n        \"source\": \"<string>\",\n        \"source_id\": \"<string>\",\n        \"artifact_id\": \"<string>\",\n        \"as_of\": \"2023-11-07T05:31:56Z\",\n        \"notes\": \"<string>\"\n      }\n    ],\n    \"legacy_shadow_grid\": {\n      \"direction\": \"<string>\",\n      \"volatility\": \"<string>\",\n      \"grid_cell\": \"<string>\",\n      \"logic_version\": \"<string>\",\n      \"variant\": \"<string>\"\n    }\n  },\n  \"policy\": {\n    \"decision_id\": \"<string>\",\n    \"generated_at\": \"2023-11-07T05:31:56Z\",\n    \"snapshot_id\": \"<string>\",\n    \"evidence_id\": \"<string>\",\n    \"asset_scope\": {\n      \"kind\": \"market_index\",\n      \"primary_asset\": \"SPY\",\n      \"universe\": [\n        \"<string>\"\n      ]\n    },\n    \"policy_version\": \"<string>\",\n    \"policy_config_version\": \"<string>\",\n    \"cost_model_id\": \"<string>\",\n    \"logic_version\": \"<string>\",\n    \"feature_version\": \"<string>\",\n    \"valid_until\": \"2023-11-07T05:31:56Z\",\n    \"recommendations\": [\n      {\n        \"score\": 50,\n        \"confidence\": 50,\n        \"risk_multiplier_hint\": 1,\n        \"valid_until\": \"2023-11-07T05:31:56Z\",\n        \"policy_version\": \"<string>\",\n        \"reason_codes\": [\n          \"<string>\"\n        ],\n        \"evidence_ref\": {\n          \"evidence_id\": \"<string>\",\n          \"row_id\": \"<string>\",\n          \"artifact_uri\": \"<string>\"\n        },\n        \"blocked_reasons\": [\n          \"<string>\"\n        ]\n      }\n    ],\n    \"guardrails\": [\n      \"<string>\"\n    ],\n    \"caveats\": [\n      \"<string>\"\n    ]\n  },\n  \"evidence_table\": {\n    \"evidence_id\": \"<string>\",\n    \"generated_at\": \"2023-11-07T05:31:56Z\",\n    \"logic_version\": \"<string>\",\n    \"feature_version\": \"<string>\",\n    \"variant\": \"<string>\",\n    \"asset_scope\": {\n      \"kind\": \"market_index\",\n      \"primary_asset\": \"SPY\",\n      \"universe\": [\n        \"<string>\"\n      ]\n    },\n    \"cost_model\": {\n      \"model_id\": \"default\",\n      \"commission_bps\": 0,\n      \"slippage_bps\": 0,\n      \"spread_bps\": 0\n    },\n    \"approved\": false,\n    \"approved_at\": \"2023-11-07T05:31:56Z\",\n    \"source_query_windows\": [\n      {\n        \"source\": \"<string>\",\n        \"start\": \"2023-11-07T05:31:56Z\",\n        \"end\": \"2023-11-07T05:31:56Z\",\n        \"notes\": \"<string>\"\n      }\n    ],\n    \"as_of_floor\": \"2023-11-07T05:31:56Z\",\n    \"as_of_ceiling\": \"2023-11-07T05:31:56Z\",\n    \"stats\": [\n      {\n        \"probability_of_profit\": 0.5,\n        \"expected_return\": 123,\n        \"expected_r\": 123,\n        \"median_return\": 123,\n        \"tail_loss\": 123,\n        \"max_drawdown\": 123,\n        \"sharpe\": 123,\n        \"trade_count\": 1,\n        \"regime_sample_count\": 1,\n        \"cost_adjusted_expectancy\": 123,\n        \"ci_lower\": 123,\n        \"ci_upper\": 123,\n        \"bootstrap_stability\": 0.5,\n        \"walk_forward_degradation\": 1,\n        \"subperiod_degradation\": 1,\n        \"cost_model\": {\n          \"model_id\": \"default\",\n          \"commission_bps\": 0,\n          \"slippage_bps\": 0,\n          \"spread_bps\": 0\n        },\n        \"evidence_ref\": {\n          \"evidence_id\": \"<string>\",\n          \"row_id\": \"<string>\",\n          \"artifact_uri\": \"<string>\"\n        },\n        \"axis_filter\": {},\n        \"notes\": [\n          \"<string>\"\n        ]\n      }\n    ],\n    \"manifest_id\": \"<string>\",\n    \"provenance\": [\n      {\n        \"source\": \"<string>\",\n        \"source_id\": \"<string>\",\n        \"artifact_id\": \"<string>\",\n        \"as_of\": \"2023-11-07T05:31:56Z\",\n        \"notes\": \"<string>\"\n      }\n    ]\n  },\n  \"prior_snapshot\": {\n    \"snapshot_id\": \"<string>\",\n    \"logic_version\": \"<string>\",\n    \"feature_version\": \"<string>\",\n    \"as_of\": \"2023-11-07T05:31:56Z\",\n    \"effective_for_session\": \"2023-12-25\",\n    \"asset_scope\": {\n      \"kind\": \"market_index\",\n      \"primary_asset\": \"SPY\",\n      \"universe\": [\n        \"<string>\"\n      ]\n    },\n    \"variant\": \"corrected\",\n    \"unavailable_inputs\": [\n      \"<string>\"\n    ],\n    \"risk_classifier_version\": \"risk-v2.0\",\n    \"risk_inputs_complete\": false,\n    \"provenance\": [\n      {\n        \"source\": \"<string>\",\n        \"source_id\": \"<string>\",\n        \"artifact_id\": \"<string>\",\n        \"as_of\": \"2023-11-07T05:31:56Z\",\n        \"notes\": \"<string>\"\n      }\n    ],\n    \"legacy_shadow_grid\": {\n      \"direction\": \"<string>\",\n      \"volatility\": \"<string>\",\n      \"grid_cell\": \"<string>\",\n      \"logic_version\": \"<string>\",\n      \"variant\": \"<string>\"\n    }\n  },\n  \"audience\": \"trader\"\n}")

	req, _ := http.NewRequest("POST", url, payload)

	req.Header.Add("Content-Type", "application/json")

	res, _ := http.DefaultClient.Do(req)

	defer res.Body.Close()
	body, _ := io.ReadAll(res.Body)

	fmt.Println(string(body))

}

HttpResponse<String> response = Unirest.post("https://api.example.com/api/regime/v2/explain")
  .header("Content-Type", "application/json")
  .body("{\n  \"snapshot\": {\n    \"snapshot_id\": \"<string>\",\n    \"logic_version\": \"<string>\",\n    \"feature_version\": \"<string>\",\n    \"as_of\": \"2023-11-07T05:31:56Z\",\n    \"effective_for_session\": \"2023-12-25\",\n    \"asset_scope\": {\n      \"kind\": \"market_index\",\n      \"primary_asset\": \"SPY\",\n      \"universe\": [\n        \"<string>\"\n      ]\n    },\n    \"variant\": \"corrected\",\n    \"unavailable_inputs\": [\n      \"<string>\"\n    ],\n    \"risk_classifier_version\": \"risk-v2.0\",\n    \"risk_inputs_complete\": false,\n    \"provenance\": [\n      {\n        \"source\": \"<string>\",\n        \"source_id\": \"<string>\",\n        \"artifact_id\": \"<string>\",\n        \"as_of\": \"2023-11-07T05:31:56Z\",\n        \"notes\": \"<string>\"\n      }\n    ],\n    \"legacy_shadow_grid\": {\n      \"direction\": \"<string>\",\n      \"volatility\": \"<string>\",\n      \"grid_cell\": \"<string>\",\n      \"logic_version\": \"<string>\",\n      \"variant\": \"<string>\"\n    }\n  },\n  \"policy\": {\n    \"decision_id\": \"<string>\",\n    \"generated_at\": \"2023-11-07T05:31:56Z\",\n    \"snapshot_id\": \"<string>\",\n    \"evidence_id\": \"<string>\",\n    \"asset_scope\": {\n      \"kind\": \"market_index\",\n      \"primary_asset\": \"SPY\",\n      \"universe\": [\n        \"<string>\"\n      ]\n    },\n    \"policy_version\": \"<string>\",\n    \"policy_config_version\": \"<string>\",\n    \"cost_model_id\": \"<string>\",\n    \"logic_version\": \"<string>\",\n    \"feature_version\": \"<string>\",\n    \"valid_until\": \"2023-11-07T05:31:56Z\",\n    \"recommendations\": [\n      {\n        \"score\": 50,\n        \"confidence\": 50,\n        \"risk_multiplier_hint\": 1,\n        \"valid_until\": \"2023-11-07T05:31:56Z\",\n        \"policy_version\": \"<string>\",\n        \"reason_codes\": [\n          \"<string>\"\n        ],\n        \"evidence_ref\": {\n          \"evidence_id\": \"<string>\",\n          \"row_id\": \"<string>\",\n          \"artifact_uri\": \"<string>\"\n        },\n        \"blocked_reasons\": [\n          \"<string>\"\n        ]\n      }\n    ],\n    \"guardrails\": [\n      \"<string>\"\n    ],\n    \"caveats\": [\n      \"<string>\"\n    ]\n  },\n  \"evidence_table\": {\n    \"evidence_id\": \"<string>\",\n    \"generated_at\": \"2023-11-07T05:31:56Z\",\n    \"logic_version\": \"<string>\",\n    \"feature_version\": \"<string>\",\n    \"variant\": \"<string>\",\n    \"asset_scope\": {\n      \"kind\": \"market_index\",\n      \"primary_asset\": \"SPY\",\n      \"universe\": [\n        \"<string>\"\n      ]\n    },\n    \"cost_model\": {\n      \"model_id\": \"default\",\n      \"commission_bps\": 0,\n      \"slippage_bps\": 0,\n      \"spread_bps\": 0\n    },\n    \"approved\": false,\n    \"approved_at\": \"2023-11-07T05:31:56Z\",\n    \"source_query_windows\": [\n      {\n        \"source\": \"<string>\",\n        \"start\": \"2023-11-07T05:31:56Z\",\n        \"end\": \"2023-11-07T05:31:56Z\",\n        \"notes\": \"<string>\"\n      }\n    ],\n    \"as_of_floor\": \"2023-11-07T05:31:56Z\",\n    \"as_of_ceiling\": \"2023-11-07T05:31:56Z\",\n    \"stats\": [\n      {\n        \"probability_of_profit\": 0.5,\n        \"expected_return\": 123,\n        \"expected_r\": 123,\n        \"median_return\": 123,\n        \"tail_loss\": 123,\n        \"max_drawdown\": 123,\n        \"sharpe\": 123,\n        \"trade_count\": 1,\n        \"regime_sample_count\": 1,\n        \"cost_adjusted_expectancy\": 123,\n        \"ci_lower\": 123,\n        \"ci_upper\": 123,\n        \"bootstrap_stability\": 0.5,\n        \"walk_forward_degradation\": 1,\n        \"subperiod_degradation\": 1,\n        \"cost_model\": {\n          \"model_id\": \"default\",\n          \"commission_bps\": 0,\n          \"slippage_bps\": 0,\n          \"spread_bps\": 0\n        },\n        \"evidence_ref\": {\n          \"evidence_id\": \"<string>\",\n          \"row_id\": \"<string>\",\n          \"artifact_uri\": \"<string>\"\n        },\n        \"axis_filter\": {},\n        \"notes\": [\n          \"<string>\"\n        ]\n      }\n    ],\n    \"manifest_id\": \"<string>\",\n    \"provenance\": [\n      {\n        \"source\": \"<string>\",\n        \"source_id\": \"<string>\",\n        \"artifact_id\": \"<string>\",\n        \"as_of\": \"2023-11-07T05:31:56Z\",\n        \"notes\": \"<string>\"\n      }\n    ]\n  },\n  \"prior_snapshot\": {\n    \"snapshot_id\": \"<string>\",\n    \"logic_version\": \"<string>\",\n    \"feature_version\": \"<string>\",\n    \"as_of\": \"2023-11-07T05:31:56Z\",\n    \"effective_for_session\": \"2023-12-25\",\n    \"asset_scope\": {\n      \"kind\": \"market_index\",\n      \"primary_asset\": \"SPY\",\n      \"universe\": [\n        \"<string>\"\n      ]\n    },\n    \"variant\": \"corrected\",\n    \"unavailable_inputs\": [\n      \"<string>\"\n    ],\n    \"risk_classifier_version\": \"risk-v2.0\",\n    \"risk_inputs_complete\": false,\n    \"provenance\": [\n      {\n        \"source\": \"<string>\",\n        \"source_id\": \"<string>\",\n        \"artifact_id\": \"<string>\",\n        \"as_of\": \"2023-11-07T05:31:56Z\",\n        \"notes\": \"<string>\"\n      }\n    ],\n    \"legacy_shadow_grid\": {\n      \"direction\": \"<string>\",\n      \"volatility\": \"<string>\",\n      \"grid_cell\": \"<string>\",\n      \"logic_version\": \"<string>\",\n      \"variant\": \"<string>\"\n    }\n  },\n  \"audience\": \"trader\"\n}")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://api.example.com/api/regime/v2/explain")

http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true

request = Net::HTTP::Post.new(url)
request["Content-Type"] = 'application/json'
request.body = "{\n  \"snapshot\": {\n    \"snapshot_id\": \"<string>\",\n    \"logic_version\": \"<string>\",\n    \"feature_version\": \"<string>\",\n    \"as_of\": \"2023-11-07T05:31:56Z\",\n    \"effective_for_session\": \"2023-12-25\",\n    \"asset_scope\": {\n      \"kind\": \"market_index\",\n      \"primary_asset\": \"SPY\",\n      \"universe\": [\n        \"<string>\"\n      ]\n    },\n    \"variant\": \"corrected\",\n    \"unavailable_inputs\": [\n      \"<string>\"\n    ],\n    \"risk_classifier_version\": \"risk-v2.0\",\n    \"risk_inputs_complete\": false,\n    \"provenance\": [\n      {\n        \"source\": \"<string>\",\n        \"source_id\": \"<string>\",\n        \"artifact_id\": \"<string>\",\n        \"as_of\": \"2023-11-07T05:31:56Z\",\n        \"notes\": \"<string>\"\n      }\n    ],\n    \"legacy_shadow_grid\": {\n      \"direction\": \"<string>\",\n      \"volatility\": \"<string>\",\n      \"grid_cell\": \"<string>\",\n      \"logic_version\": \"<string>\",\n      \"variant\": \"<string>\"\n    }\n  },\n  \"policy\": {\n    \"decision_id\": \"<string>\",\n    \"generated_at\": \"2023-11-07T05:31:56Z\",\n    \"snapshot_id\": \"<string>\",\n    \"evidence_id\": \"<string>\",\n    \"asset_scope\": {\n      \"kind\": \"market_index\",\n      \"primary_asset\": \"SPY\",\n      \"universe\": [\n        \"<string>\"\n      ]\n    },\n    \"policy_version\": \"<string>\",\n    \"policy_config_version\": \"<string>\",\n    \"cost_model_id\": \"<string>\",\n    \"logic_version\": \"<string>\",\n    \"feature_version\": \"<string>\",\n    \"valid_until\": \"2023-11-07T05:31:56Z\",\n    \"recommendations\": [\n      {\n        \"score\": 50,\n        \"confidence\": 50,\n        \"risk_multiplier_hint\": 1,\n        \"valid_until\": \"2023-11-07T05:31:56Z\",\n        \"policy_version\": \"<string>\",\n        \"reason_codes\": [\n          \"<string>\"\n        ],\n        \"evidence_ref\": {\n          \"evidence_id\": \"<string>\",\n          \"row_id\": \"<string>\",\n          \"artifact_uri\": \"<string>\"\n        },\n        \"blocked_reasons\": [\n          \"<string>\"\n        ]\n      }\n    ],\n    \"guardrails\": [\n      \"<string>\"\n    ],\n    \"caveats\": [\n      \"<string>\"\n    ]\n  },\n  \"evidence_table\": {\n    \"evidence_id\": \"<string>\",\n    \"generated_at\": \"2023-11-07T05:31:56Z\",\n    \"logic_version\": \"<string>\",\n    \"feature_version\": \"<string>\",\n    \"variant\": \"<string>\",\n    \"asset_scope\": {\n      \"kind\": \"market_index\",\n      \"primary_asset\": \"SPY\",\n      \"universe\": [\n        \"<string>\"\n      ]\n    },\n    \"cost_model\": {\n      \"model_id\": \"default\",\n      \"commission_bps\": 0,\n      \"slippage_bps\": 0,\n      \"spread_bps\": 0\n    },\n    \"approved\": false,\n    \"approved_at\": \"2023-11-07T05:31:56Z\",\n    \"source_query_windows\": [\n      {\n        \"source\": \"<string>\",\n        \"start\": \"2023-11-07T05:31:56Z\",\n        \"end\": \"2023-11-07T05:31:56Z\",\n        \"notes\": \"<string>\"\n      }\n    ],\n    \"as_of_floor\": \"2023-11-07T05:31:56Z\",\n    \"as_of_ceiling\": \"2023-11-07T05:31:56Z\",\n    \"stats\": [\n      {\n        \"probability_of_profit\": 0.5,\n        \"expected_return\": 123,\n        \"expected_r\": 123,\n        \"median_return\": 123,\n        \"tail_loss\": 123,\n        \"max_drawdown\": 123,\n        \"sharpe\": 123,\n        \"trade_count\": 1,\n        \"regime_sample_count\": 1,\n        \"cost_adjusted_expectancy\": 123,\n        \"ci_lower\": 123,\n        \"ci_upper\": 123,\n        \"bootstrap_stability\": 0.5,\n        \"walk_forward_degradation\": 1,\n        \"subperiod_degradation\": 1,\n        \"cost_model\": {\n          \"model_id\": \"default\",\n          \"commission_bps\": 0,\n          \"slippage_bps\": 0,\n          \"spread_bps\": 0\n        },\n        \"evidence_ref\": {\n          \"evidence_id\": \"<string>\",\n          \"row_id\": \"<string>\",\n          \"artifact_uri\": \"<string>\"\n        },\n        \"axis_filter\": {},\n        \"notes\": [\n          \"<string>\"\n        ]\n      }\n    ],\n    \"manifest_id\": \"<string>\",\n    \"provenance\": [\n      {\n        \"source\": \"<string>\",\n        \"source_id\": \"<string>\",\n        \"artifact_id\": \"<string>\",\n        \"as_of\": \"2023-11-07T05:31:56Z\",\n        \"notes\": \"<string>\"\n      }\n    ]\n  },\n  \"prior_snapshot\": {\n    \"snapshot_id\": \"<string>\",\n    \"logic_version\": \"<string>\",\n    \"feature_version\": \"<string>\",\n    \"as_of\": \"2023-11-07T05:31:56Z\",\n    \"effective_for_session\": \"2023-12-25\",\n    \"asset_scope\": {\n      \"kind\": \"market_index\",\n      \"primary_asset\": \"SPY\",\n      \"universe\": [\n        \"<string>\"\n      ]\n    },\n    \"variant\": \"corrected\",\n    \"unavailable_inputs\": [\n      \"<string>\"\n    ],\n    \"risk_classifier_version\": \"risk-v2.0\",\n    \"risk_inputs_complete\": false,\n    \"provenance\": [\n      {\n        \"source\": \"<string>\",\n        \"source_id\": \"<string>\",\n        \"artifact_id\": \"<string>\",\n        \"as_of\": \"2023-11-07T05:31:56Z\",\n        \"notes\": \"<string>\"\n      }\n    ],\n    \"legacy_shadow_grid\": {\n      \"direction\": \"<string>\",\n      \"volatility\": \"<string>\",\n      \"grid_cell\": \"<string>\",\n      \"logic_version\": \"<string>\",\n      \"variant\": \"<string>\"\n    }\n  },\n  \"audience\": \"trader\"\n}"

response = http.request(request)
puts response.read_body

{
  "explanation_id": "<string>",
  "generated_at": "2023-11-07T05:31:56Z",
  "snapshot_id": "<string>",
  "policy_decision_id": "<string>",
  "current_regime_summary": "<string>",
  "policy_payload": {
    "decision_id": "<string>",
    "generated_at": "2023-11-07T05:31:56Z",
    "snapshot_id": "<string>",
    "evidence_id": "<string>",
    "asset_scope": {
      "kind": "market_index",
      "primary_asset": "SPY",
      "universe": [
        "<string>"
      ]
    },
    "horizon_profile": "macro",
    "policy_version": "<string>",
    "policy_config_version": "<string>",
    "cost_model_id": "<string>",
    "logic_version": "<string>",
    "feature_version": "<string>",
    "valid_until": "2023-11-07T05:31:56Z",
    "recommendations": [
      {
        "strategy_family": "mean_reversion",
        "horizon_profile": "macro",
        "suitability": "avoid",
        "score": 50,
        "confidence": 50,
        "risk_multiplier_hint": 1,
        "valid_until": "2023-11-07T05:31:56Z",
        "policy_version": "<string>",
        "reason_codes": [
          "<string>"
        ],
        "evidence_ref": {
          "evidence_id": "<string>",
          "row_id": "<string>",
          "artifact_uri": "<string>"
        },
        "blocked_reasons": [
          "<string>"
        ]
      }
    ],
    "guardrails": [
      "<string>"
    ],
    "caveats": [
      "<string>"
    ]
  },
  "strategy_family_summaries": [
    "<string>"
  ],
  "evidence_summary": [
    {
      "strategy_family": "mean_reversion",
      "evidence_status": "insufficient",
      "trade_count": 0,
      "regime_sample_count": 0,
      "cost_adjusted_expectancy": 123,
      "cost_model": {
        "model_id": "default",
        "commission_bps": 0,
        "slippage_bps": 0,
        "spread_bps": 0
      },
      "caveats": [
        "<string>"
      ]
    }
  ],
  "caveats": [
    "<string>"
  ],
  "unavailable_data_notices": [
    "<string>"
  ],
  "prior_regime_comparison": "<string>",
  "backtest_provenance_summary": "<string>"
}

{
  "detail": [
    {
      "loc": [
        "<string>"
      ],
      "msg": "<string>",
      "type": "<string>",
      "input": "<unknown>",
      "ctx": {}
    }
  ]
}