#104 Add script for merge

scripts/merge.py

@@ -0,0 +1,49 @@
+# standard library
+from datetime import datetime
+from pathlib import Path
+from re import compile
+
+
+# dependencies
+from mao_merge_45m import correlator, merge
+
+
+# constants
+DATA = Path.home() / "Data" / "2022"
+DT_FMT_CORR = "%Y%j%H%M%S"
+DT_FMT_ISO8601 = "%Y%m%dT%H%M%SZ"
+NAME_FMT_CORR = compile(r"^(\S+?)_(\d{13})_5.dist.zarr$")
+
+
+def to_iso8601(dt: str) -> str:
+    """Convert the datetime format used for correlators to ISO 8601."""
+    return datetime.strptime(dt, DT_FMT_CORR).strftime(DT_FMT_ISO8601)
+
+
+def main() -> None:
+    for corr in (DATA / "correlator").glob("*"):
+        if (match := NAME_FMT_CORR.search(corr.name)) is None:
+            continue
+
+        try:
+            print(f"Start merging {corr}:")
+
+            merged = f"mao45_{to_iso8601(match.group(2))}_if12.zarr.zip"
+            merge.merge(
+                correlator.convert(corr, overwrite=True),
+                DATA / "merged_20231201" / merged,
+                path_accelerometer_zarr=DATA / "accelerometer" / "2022-05.zarr",
+                path_weather_zarr=DATA / "weather" / "2022-05.zarr",
+                path_antenna_zarr=DATA / "antenna" / "2022-05.zarr",
+                path_thermometer_zarr=DATA / "nro45_wea202205.zarr",
+                path_power_meter_zarr=DATA / "WP7.6_2022144230000.zarr",
+                time_offset=1000,
+            )
+
+            print("Done")
+        except Exception as error:
+            print(f"Failed to merge {corr}: {error}")
+
+
+if __name__ == "__main__":
+    main()