test file

python/events/main.py

@@ -0,0 +1,25 @@
+from hydrotools.nwis_client.iv import IVDataService
+import plotly.graph_objects as go
+
+from hydrotools.events.baseflow import eckhardt as bf
+
+def main():
+    client = IVDataService()
+    df = client.get(
+        startDT="2020-10-01",
+        endDT="2021-09-30T23:55",
+        sites="02146470"
+    )
+    df = df[["value_time", "value"]].set_index("value_time").resample("15min").first().ffill()
+
+    b = bf.separate_baseflow(df["value"], "15min", "12h")
+    df["baseflow"] = b.values
+
+    print(df.head())
+    fig = go.Figure()
+    fig.add_trace(go.Scatter(x=df.index, y=df.value))
+    fig.add_trace(go.Scatter(x=df.index, y=df.baseflow))
+    fig.show()
+
+if __name__ == "__main__":
+    main()