Ajout analyse de rapports

src/app.py

@@ -6,7 +6,7 @@ import os
 import pickle
 import joblib
 from io import TextIOWrapper
-
+from ydata_profiling import ProfileReport
 
 app = Flask(__name__)
 FREQTRADE_USERDATA_DIR = '/mnt/external'
@@ -126,6 +126,26 @@ def read_feather(filename):
         print(e)
         return jsonify({"error": str(e)}), 500
 
+@app.route('/generate_report')
+def generate_report():
+    filename = request.args.get('filename', '')
+    path = os.path.join(FREQTRADE_USERDATA_DIR + "/data/binance/", filename)
+    print(path)
+    indicators = request.args.get('indicators', '').split(',')
+    print(indicators)
+
+    try:
+        dataframe = pd.read_feather(path)
+        print(dataframe.columns)
+        df = dataframe[indicators]
+        profile = ProfileReport(df.loc[1:100], tsmode=True, sortby="date", title="Time-Series EDA")
+
+        profile.to_file(FREQTRADE_USERDATA_DIR + "/reports/report_timeseries.html")
+        return dataframe.to_json(orient="records")
+    except Exception as e:
+        print(e)
+        return jsonify({"error": str(e)}), 500
+
 @app.route('/get_chart_data')
 def get_chart_data():
     filename = request.args.get('filename', '')