Candlestick Pattern Analysis

GET /api/v1.0/quote/{symbol}/kline-shape

Detect the current K-line chart pattern, key control points, and trend lines for a stock on daily or 60-min bars, and automatically chain 3-day price forecast and historical backtest win-rate statistics when a pattern is active.

Request

Parameter	Type	In	Required	Description
symbol	string	path	yes	Stock symbol (path param), e.g. US.TSLA / HK.00700
ktype	int	query	no	K-line period: 2=Daily (default) / 9=60-minute

Example

curl -X GET 'https://webapi.moomoo.com/api/v1.0/quote/US.AAPL/kline-shape?ktype=1' \
  -H 'Authorization: Bearer <AccessToken>' | jq

Response

Field	Type	Description
data.kline_shape	string	Detected pattern ID (0 = no active pattern)
data.shape_name	string	Pattern enum name
data.direction	string	Direction: BULLISH / BEARISH / NONE
data.shape_brief	string	Pattern description
data.points	object	Pattern key control points
data.points[].timestamp	integer	Control point timestamp in milliseconds
data.points[].price	number	Control point price
data.forecast	object	3-day price forecast (present when pattern is active)
data.forecast[].rise_prob	number	3-day probability of rising (percent)
data.forecast[].rise_upper_bound	number	3-day forecast return upper bound (percent)
data.forecast[].rise_lower_bound	number	3-day forecast return lower bound (percent)
data.forecast[].price_upper_bound	number	3-day forecast price upper bound
data.forecast[].price_lower_bound	number	3-day forecast price lower bound
data.forecast[].is_risk	string	Whether high risk flag is set
data.backtest_statistic	object	Historical backtest statistics for this pattern
data.backtest_statistic[].total_count	integer	Total historical occurrences
data.backtest_statistic[].profit_prob	number	Historical win rate (percent)
data.backtest_statistic[].rise_upper_bound	number	Historical return upper bound (percent)
data.backtest_statistic[].rise_lower_bound	number	Historical return lower bound (percent)
data.backtest_statistic[].annual_period	integer	Backtest lookback period in years

Errors

ret_code	error.code	Description
0	—	Success
-3	invalid_parameter	Missing or invalid parameter
-7	invalid_symbol	Unknown symbol
-8	unsupported	Market or product is not supported
-9	permission_denied	Missing permission
-10	no_data	No data
-11	rate_limited	Too many requests

Sample

{
  "ret_code": 0,
  "ret_msg": "success",
  "data": {
    "kline_shape": "example",
    "shape_name": "example",
    "direction": "example",
    "shape_brief": "example",
    "points": "example",
    "forecast": "example",
    "backtest_statistic": "example"
  }
}