👷 min config

Author: BaptisteDE

pyproject.toml

@@ -29,7 +29,7 @@ dependencies = [
     "statsmodels>=0.14.4",
     "matplotlib>=3.5.1",
     "plotly>=5.3.1",
-    "requests>=2.32.3",
+    "requests>=2.32.3, <3.0",
     "influxdb-client>=1.48.0",
     "prophet>=1.1.5",
 ]

requirements/install-min.txt

@@ -1,16 +1,13 @@
 # minimal working environment (stable with Prophet 1.1.5 + cmdstanpy)
-numpy==1.25.2
-pandas==2.1.4
-scipy==1.10.1
+numpy==1.22.4
+pandas==2.0.0
+scipy==1.9.1
 scikit-learn==1.2.2
 statsmodels==0.14.4
-matplotlib==3.7.1
-plotly==5.13.1
-requests==2.31.0
+matplotlib==3.5.1
+plotly==5.3.1
+requests==2.32.3
 bigtree==0.21.3
-
-# prophet pinned to stable pre-1.1.6 behavior
+influxdb-client==1.48.0
 prophet==1.1.5
 
-# make sure cmdstan backend is available and chosen by Prophet
-cmdstanpy==1.2.0

tide/regressors.py

@@ -326,6 +326,7 @@ def fit(self, X: pd.Index | pd.Series | pd.DataFrame, y=pd.Series | pd.DataFrame
         for target in y:
             prophet_df = format_prophet_df(X, y[target])
             model = Prophet(
+                stan_backend="CMDSTANPY",
                 seasonality_prior_scale=self.seasonality_prior_scale,
                 changepoint_prior_scale=self.changepoint_prior_scale,
                 **self.prophet_kwargs,