35 lines
970 B
Python
35 lines
970 B
Python
from flask import request, Flask, jsonify
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from pv.pv_inference import load_model, pv_forecast
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from logzero import logger
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app = Flask(__name__)
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gbm_pv = load_model('./pv/models/pv_pred.joblib')
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# todo: 写一个flask接口
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@app.route('/pv', methods=['POST'])
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def run_pv_forecast():
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"""todo: 需要测试
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Returns:
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_type_: _description_
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"""
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data = request.data
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if not data or 'inputs' not in data:
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return jsonify({"error": "Invalid data"}), 400
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else:
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# todo: 这里需要写个判断inputs是否合规的逻辑
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inputs = data.get('inputs').reshape(1, 24)
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logger.info(f"pv history inputs: {inputs}")
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out = pv_forecast(inputs, gbm_pv)
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results = {"result": out}
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return jsonify(results), 200
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@app.route('/carbon', methods=['POST'])
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def run_carbon_forecast():
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"""
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todo: 封装其他的预测
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"""
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pass
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if __name__=='__main__':
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app.run(host='0.0.0.0', port='2467') |