CAOSmarada

import requests

API_KEY = "botia_SEU_TOKEN_AQUI"
BASE_URL = "http://localhost:8000/api"
headers = {"X-API-Key": API_KEY}

# Listar tickers
r = requests.get(f"{BASE_URL}/v1/tickers", headers=headers)
tickers = r.json()["tickers"]
print(f"Tickers: {len(tickers)}")

# Ultimas predicoes de PETR4
r = requests.get(f"{BASE_URL}/v1/predictions/latest",
    headers=headers, params={"ticker": "PETR4.SA", "limit": 5, "horizon": "1d"})
for p in r.json()["predictions"]:
    print(p["horizon"], p["predicted_direction"], p["direction_hit"])

# Acuracia dos ultimos 90 dias
r = requests.get(f"{BASE_URL}/v1/predictions/accuracy",
    headers=headers, params={"ticker": "PETR4.SA", "dias": 90})
acc = r.json()["tickers"][0]
print(f"Acuracia: {acc['acuracia_pct']}% | MAPE: {acc['mape_pct']}%")
print(f"Requests restantes hoje: {r.json()['rate_limit']['remaining']}")

const API_KEY = 'botia_SEU_TOKEN_AQUI';
const BASE = 'http://localhost:8000/api';
const headers = { 'X-API-Key': API_KEY };

const { tickers } = await fetch(`${BASE}/v1/tickers`, { headers }).then(r => r.json());
console.log(`Tickers: ${tickers.length}`);

const url = new URL(`${BASE}/v1/predictions/latest`);
url.searchParams.set('ticker', 'PETR4.SA');
url.searchParams.set('limit', '5');
const { predictions } = await fetch(url, { headers }).then(r => r.json());
predictions.forEach(p => console.log(p.horizon, p.predicted_direction, p.direction_hit));

const accUrl = new URL(`${BASE}/v1/predictions/accuracy`);
accUrl.searchParams.set('ticker', 'PETR4.SA');
const accData = await fetch(accUrl, { headers }).then(r => r.json());
console.log(`Acuracia: ${accData.tickers[0].acuracia_pct}%`);

# Listar tickers
curl -H "X-API-Key: botia_SEU_TOKEN_AQUI" http://localhost:8000/api/v1/tickers

# Ultimas predicoes (PETR4, 5 registros, horizonte 1d)
curl -H "X-API-Key: botia_SEU_TOKEN_AQUI" \
  "http://localhost:8000/api/v1/predictions/latest?ticker=PETR4.SA&limit=5&horizon=1d"

# Acuracia dos ultimos 90 dias
curl -H "X-API-Key: botia_SEU_TOKEN_AQUI" \
  "http://localhost:8000/api/v1/predictions/accuracy?ticker=PETR4.SA&dias=90"

library(httr2); library(jsonlite)
API_KEY <- "botia_SEU_TOKEN_AQUI"
BASE_URL <- "http://localhost:8000/api"

api_get <- function(path, ...) {
  request(paste0(BASE_URL, path)) |>
    req_headers("X-API-Key" = API_KEY) |>
    req_url_query(...) |>
    req_perform() |>
    resp_body_json()
}

tickers <- api_get("/v1/tickers")$tickers
cat("Tickers:", length(tickers), "\n")

preds <- api_get("/v1/predictions/latest", ticker = "PETR4.SA", limit = 10)$predictions
df <- fromJSON(toJSON(preds))
print(df[, c("horizon", "predicted_direction", "direction_hit", "error_pct")])

acc <- api_get("/v1/predictions/accuracy", ticker = "PETR4.SA", dias = 90)$tickers[[1]]
cat(sprintf("Acuracia: %.1f%% | MAPE: %.2f%%\n", acc$acuracia_pct, acc$mape_pct))