diff --git a/.gitattributes b/.gitattributes index bed0738c7eeb449bca98b5d2f33c89a1ee56349a..f559cbefd87c8a91cb97b0eeb6ed8bb3979656b7 100644 --- a/.gitattributes +++ b/.gitattributes @@ -58,3 +58,87 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text # Video files - compressed *.mp4 filter=lfs diff=lfs merge=lfs -text *.webm filter=lfs diff=lfs merge=lfs -text +alpha0_usa.tif filter=lfs diff=lfs merge=lfs -text +alpha_usa.tif filter=lfs diff=lfs merge=lfs -text +b_usa.tif filter=lfs diff=lfs merge=lfs -text +beta_usa.tif filter=lfs diff=lfs merge=lfs -text +dem_usa.tif filter=lfs diff=lfs merge=lfs -text +facc_usa.tif filter=lfs diff=lfs merge=lfs -text +fdir_usa.tif filter=lfs diff=lfs merge=lfs -text +im_usa.tif filter=lfs diff=lfs merge=lfs -text +ksat_usa.tif filter=lfs diff=lfs merge=lfs -text +leaki_usa.tif filter=lfs diff=lfs merge=lfs -text +wm_usa.tif filter=lfs diff=lfs merge=lfs -text +wofs_0704/subset_wofs_ALL_00_20250704_0600_0600.nc filter=lfs diff=lfs merge=lfs -text 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0000000000000000000000000000000000000000..d9216ef6079dd67bda9ac47319d8b05c232a6ff6 --- /dev/null +++ b/alpha_usa.tif @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0438e9cb0c4c2c60cb4c1c14bab2b57d3d95cd8f3acefd1e776ac4e91f7febb +size 15221751 diff --git a/b_usa.tif b/b_usa.tif new file mode 100644 index 0000000000000000000000000000000000000000..3659fdb10bc8b036f88e6c3f6f9608b34efc4d03 --- /dev/null +++ b/b_usa.tif @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:221f45cf20d13fbe4e1a75a13e5363b7f1389f430b679a3fe4f58261bcc7d390 +size 7732431 diff --git a/beta_usa.tif b/beta_usa.tif new file mode 100644 index 0000000000000000000000000000000000000000..e6410df924421548e816a360a0c6f51d216cb0af --- /dev/null +++ b/beta_usa.tif @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3181a2f98fff6ea1cc76dde87f71299efe78f97df856d10a3ff59e20c73e5ded +size 15108505 diff --git a/data.tar.gz b/data.tar.gz new file mode 100644 index 0000000000000000000000000000000000000000..e5495d9e1e543326dae178a2148a1b7b775360d1 --- /dev/null +++ b/data.tar.gz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41a484e8e79327fd1660638dbd7394d0b8e64022ea183ae14eed5a9a9d60df8a +size 159089592376 diff --git a/dem_usa.tif b/dem_usa.tif new file mode 100644 index 0000000000000000000000000000000000000000..8075111b40cc768203d62e4ce781d742b8e63c01 --- /dev/null +++ b/dem_usa.tif @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b5e79d5013beee76f88ed69dfc2ae5c759100f142f766e1d09ea46394170007f +size 40253251 diff --git a/facc_usa.tif b/facc_usa.tif new file mode 100644 index 0000000000000000000000000000000000000000..410147690b531c806a92b111bc2ea54358ddc85c --- /dev/null +++ b/facc_usa.tif @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:532112eb450584471ff722889b30b7f8ca0d284aa953d53665517ac660a68b5a +size 13362874 diff --git a/fdir_usa.tif b/fdir_usa.tif new file mode 100644 index 0000000000000000000000000000000000000000..0a7bba87d8e1d6d73030a6b9a0b01c8412d6d78f --- /dev/null +++ b/fdir_usa.tif @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:174af97bc3dc7cd624fffa3157c34cc1464902707418a8eba447d2194d3fe293 +size 7730195 diff --git a/fix.py b/fix.py new file mode 100644 index 0000000000000000000000000000000000000000..deb55a984d77cf5c0b367efeef8b766b2be91eeb --- /dev/null +++ b/fix.py @@ -0,0 +1,56 @@ +#!/usr/bin/env python3 +""" +In-place repair for a Zarr store with mismatched time dimension lengths. + +- Compares the length of the 1D `time` array with the leading dimension of + the 3D `maxunitstreamflow` array. +- Resizes the longer one down to the shorter to restore consistency. + +Usage: + ml conda; conda activate credit + python /glade/work/li1995/FLASH/data/fix.py +""" + +from __future__ import annotations + +import zarr + + +STORE_PATH = "/glade/derecho/scratch/li1995/data/maxunitstreamflow_2021_2025_10min.zarr" + + +def main() -> None: + root = zarr.open(STORE_PATH, mode="r+") + + time_arr = root["time"] # shape: (T,) + data_arr = root["maxunitstreamflow"] # shape: (T, Y, X) + lat_arr = root.get("latitude") + lon_arr = root.get("longitude") + + t_time = int(time_arr.shape[0]) + t_data = int(data_arr.shape[0]) + y_size = int(data_arr.shape[1]) + x_size = int(data_arr.shape[2]) + + print(f"Before: time={t_time}, data_time={t_data}, data_shape={data_arr.shape}") + if lat_arr is not None: + print(f"Latitude size: {lat_arr.shape}") + if lon_arr is not None: + print(f"Longitude size: {lon_arr.shape}") + + target_len = min(t_time, t_data) + if t_data > target_len: + print(f"Resizing maxunitstreamflow from {t_data} to {target_len}") + data_arr.resize((target_len, y_size, x_size)) + if t_time > target_len: + print(f"Resizing time from {t_time} to {target_len}") + time_arr.resize((target_len,)) + + # Re-read and report + t_time2 = int(time_arr.shape[0]) + t_data2 = int(data_arr.shape[0]) + print(f"After: time={t_time2}, data_time={t_data2}, data_shape={data_arr.shape}") + + +if __name__ == "__main__": + main() diff --git a/im_usa.tif b/im_usa.tif new file mode 100644 index 0000000000000000000000000000000000000000..100a28669a8e3aceb15eb7e8a1c176a521ab744b --- /dev/null +++ b/im_usa.tif @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f5637f2c12bfb8fc3a7c1dff77cba4733d26456f47974f775c6680e6a63fed96 +size 22318503 diff --git a/ksat_usa.tif b/ksat_usa.tif new file mode 100644 index 0000000000000000000000000000000000000000..4c20ad49eaaaf94ba1efe03d4130cfa1782c3172 --- /dev/null +++ b/ksat_usa.tif @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cc24d0069e623fb76f06938e602eef0055c1fcc9aaa6525e956711e69c4889ee +size 16894887 diff --git a/leaki_usa.tif b/leaki_usa.tif new file mode 100644 index 0000000000000000000000000000000000000000..73424c6c88ac93c45f039b014710c196b2fbd923 --- /dev/null +++ b/leaki_usa.tif @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d163a6168e2cbc099c07bf19048c2aa2aee095d729c47f7ce241e2891132bf0d +size 36143328 diff --git a/maxunitstreamflow_to_zarr.py b/maxunitstreamflow_to_zarr.py new file mode 100644 index 0000000000000000000000000000000000000000..fb17db6f37706d9499cb22d74aef555497073ed7 --- /dev/null +++ b/maxunitstreamflow_to_zarr.py @@ -0,0 +1,458 @@ +#!/usr/bin/env python3 + +""" +Convert MRMS FLASH_CREST_MAXUNITSTREAMFLOW_00.00 GRIB2 tiles to a single Zarr store. + +- Reads 10-minute GRIB2 files by day from the input root (e.g., + /glade/derecho/scratch/li1995/data/FLASH_CREST_MAXUNITSTREAMFLOW_00.00/YYYYMMDD/...). +- Aligns latitude/longitude to an existing precip Zarr template that shares the grid. +- Writes float32 data with Zarr chunking (time=1, lat=438, lon=875) using parallel I/O per day. +- Appends day-by-day to keep memory bounded; can utilize larger memory (e.g., 128GB) by + increasing per-day parallelism. + +Testing (login node, small sample): + ml conda; conda activate credit + python /glade/work/li1995/FLASH/data/maxunitstreamflow_to_zarr.py \ + --input-root /glade/derecho/scratch/li1995/data/FLASH_CREST_MAXUNITSTREAMFLOW_00.00 \ + --template-zarr /glade/derecho/scratch/li1995/data/precip_2021_2025.zarr \ + --output-zarr /glade/derecho/scratch/li1995/data/maxunitstreamflow_2021_2025_10min.zarr \ + --start 2021-01-01 --end 2021-01-02 \ + --workers 8 --test-limit 36 + +Full run (batch node with more memory): + python /glade/work/li1995/FLASH/data/maxunitstreamflow_to_zarr.py \ + --input-root /glade/derecho/scratch/li1995/data/FLASH_CREST_MAXUNITSTREAMFLOW_00.00 \ + --template-zarr /glade/derecho/scratch/li1995/data/precip_2021_2025.zarr \ + --output-zarr /glade/derecho/scratch/li1995/data/maxunitstreamflow_2021_2025_10min.zarr \ + --start 2021-01-01 --end 2025-08-01 \ + --workers 24 +""" + +from __future__ import annotations + +import argparse +import concurrent.futures +import datetime as dt +import os +import re +from pathlib import Path +from typing import Iterable, List, Optional, Sequence, Tuple + +import numpy as np +import xarray as xr +from zarr.codecs import Zstd as ZstdCodec + +# Avoid overly verbose warnings when opening many GRIBs +os.environ.setdefault("CFGRIB_LOGGING_LEVEL", "ERROR") + + +FILENAME_RE = re.compile(r"_([0-9]{8})-([0-9]{6})\.grib2$") + + +def parse_args() -> argparse.Namespace: + parser = argparse.ArgumentParser( + description="Build MAXUNITSTREAMFLOW Zarr from daily MRMS GRIB2 files" + ) + parser.add_argument( + "--input-root", + type=str, + required=True, + help="Root directory containing YYYYMMDD/ with GRIB2 files", + ) + parser.add_argument( + "--template-zarr", + type=str, + required=True, + help="Existing precip Zarr with matching latitude/longitude", + ) + parser.add_argument( + "--output-zarr", + type=str, + required=True, + help="Output Zarr store path to create/append", + ) + parser.add_argument( + "--start", + type=str, + default="2021-01-01", + help="Start date (YYYY-MM-DD)", + ) + parser.add_argument( + "--end", + type=str, + default="2025-08-01", + help="End date inclusive (YYYY-MM-DD)", + ) + parser.add_argument( + "--workers", + type=int, + default=16, + help="Parallel workers for per-day GRIB reads", + ) + parser.add_argument( + "--test-limit", + type=int, + default=0, + help="If >0, limit number of timesteps per day for testing", + ) + parser.add_argument( + "--rechunk-lat", + type=int, + default=438, + help="Latitude chunk size", + ) + parser.add_argument( + "--rechunk-lon", + type=int, + default=875, + help="Longitude chunk size", + ) + return parser.parse_args() + + +def daterange(start: dt.date, end_inclusive: dt.date) -> Iterable[dt.date]: + day = start + one = dt.timedelta(days=1) + while day <= end_inclusive: + yield day + day += one + + +def list_grib2_files(day_dir: Path) -> List[Path]: + if not day_dir.is_dir(): + return [] + return sorted(p for p in day_dir.iterdir() if p.name.endswith(".grib2")) + + +def extract_datetime_from_name(path: Path) -> Optional[np.datetime64]: + m = FILENAME_RE.search(path.name) + if not m: + return None + ymd, hms = m.group(1), m.group(2) + try: + dt_obj = dt.datetime.strptime(f"{ymd}{hms}", "%Y%m%d%H%M%S") + return np.datetime64(dt_obj) + except Exception: + return None + + +def open_grib2_as_array( + file_path: Path, + target_shape: Tuple[int, int], + missing_to_nan: bool = True, +) -> np.ndarray: + """Open GRIB2 with cfgrib and return data as float32 array (1, y, x). + + Chooses the first data variable that has both latitude and longitude in dims. + """ + ds = xr.open_dataset( + file_path.as_posix(), engine="cfgrib", backend_kwargs={}, chunks={} + ) + try: + var_name = None + for name, da in ds.data_vars.items(): + if "latitude" in da.dims and "longitude" in da.dims: + var_name = name + break + if var_name is None: + # fall back to first variable + var_name = next(iter(ds.data_vars.keys())) + da = ds[var_name] + data = da.values # loads into memory for this tile + if data.ndim == 2: + data2d = data + elif data.ndim == 3 and data.shape[0] == 1: + data2d = data[0] + else: + raise ValueError( + f"Unexpected data shape {data.shape} in {file_path.name} for var {var_name}" + ) + if data2d.shape != target_shape: + raise ValueError( + f"Array shape {data2d.shape} != expected {target_shape} for {file_path.name}" + ) + arr = data2d.astype(np.float32, copy=False) + if missing_to_nan: + # Replace typical GRIB missing sentinel with NaN if present + # 3.4028235e+38 is float32 max + arr = np.where(arr >= np.finfo(np.float32).max * 0.99, np.nan, arr) + # add time axis + return arr[None, ...] + finally: + ds.close() + + +def datetime64_to_epoch_seconds(times: Sequence[np.datetime64]) -> np.ndarray: + """Convert datetime64 values to float64 seconds since 1970-01-01. + + This avoids cftime issues and matches the precip Zarr convention. + """ + if len(times) == 0: + return np.array([], dtype=np.float64) + t_ns = np.array(times, dtype="datetime64[ns]") + base = np.datetime64("1970-01-01", "ns") + delta_ns = (t_ns - base).astype("timedelta64[ns]").astype(np.int64) + return (delta_ns.astype(np.float64) / 1e9).astype(np.float64) + + +def build_day_arrays( + grib_files: Sequence[Path], + lat_size: int, + lon_size: int, + workers: int, + test_limit: int, +) -> Tuple[np.ndarray, List[np.datetime64]]: + """Read a day's GRIB tiles in parallel → stacked (T, Y, X) float32 and time list.""" + if test_limit > 0: + grib_files = grib_files[:test_limit] + + times: List[Tuple[np.datetime64, int]] = [] + for i, f in enumerate(grib_files): + t = extract_datetime_from_name(f) + if t is not None: + times.append((t, i)) + # Keep only files with parseable time + if not times: + return np.empty((0, lat_size, lon_size), dtype=np.float32), [] + times_sorted = sorted(times, key=lambda x: x[0]) + sorted_indices = [i for _, i in times_sorted] + sorted_files = [grib_files[i] for i in sorted_indices] + sorted_times = [t for t, _ in times_sorted] + + target_shape = (lat_size, lon_size) + + def _load(path: Path) -> np.ndarray: + return open_grib2_as_array(path, target_shape=target_shape, missing_to_nan=True) + + with concurrent.futures.ThreadPoolExecutor(max_workers=workers) as ex: + arrays = list(ex.map(_load, sorted_files)) + + if not arrays: + return np.empty((0, lat_size, lon_size), dtype=np.float32), [] + + stacked = np.concatenate(arrays, axis=0) + return stacked, sorted_times + + +def ensure_output_store( + output_zarr: str, + var_name: str, + lat: xr.DataArray, + lon: xr.DataArray, + chunks: Tuple[int, int, int], + compressor: ZstdCodec, +) -> None: + """Create the Zarr store if missing with metadata and encodings.""" + if Path(output_zarr).exists(): + return + empty = xr.DataArray( + data=np.empty((0, lat.size, lon.size), dtype=np.float32), + dims=("time", "latitude", "longitude"), + coords={ + # Use float64 seconds since epoch to mirror precip store + "time": np.array([], dtype=np.float64), + "latitude": lat, + "longitude": lon, + }, + name=var_name, + attrs={"long_name": "MAXUNITSTREAMFLOW", "units": "unknown"}, + ).to_dataset(name=var_name) + # Add CF-like attributes for time + empty["time"].attrs = { + "standard_name": "time", + "long_name": "time", + "units": "seconds since 1970-01-01", + "calendar": "proleptic_gregorian", + } + encoding = { + var_name: {"dtype": "float32", "chunks": chunks, "compressors": (compressor,)}, + # store as float64 seconds + "time": {"dtype": "float64"}, + } + empty.to_zarr( + output_zarr, + mode="w", + consolidated=True, + encoding=encoding, + zarr_format=3, + ) + + +def append_day( + output_zarr: str, + var_name: str, + day_data: np.ndarray, + day_times: Sequence[np.datetime64], + lat: xr.DataArray, + lon: xr.DataArray, + chunks: Tuple[int, int, int], + compressor: ZstdCodec, +) -> None: + if day_data.size == 0: + return + # Convert filename datetimes to epoch seconds (float64) + time_seconds = datetime64_to_epoch_seconds(day_times) + + ds = xr.Dataset( + { + var_name: xr.DataArray( + day_data, + dims=("time", "latitude", "longitude"), + coords={"time": time_seconds, "latitude": lat, "longitude": lon}, + attrs={"long_name": "MAXUNITSTREAMFLOW", "units": "unknown"}, + ) + } + ) + # Ensure time coordinate attributes persist on append + ds["time"].attrs = { + "standard_name": "time", + "long_name": "time", + "units": "seconds since 1970-01-01", + "calendar": "proleptic_gregorian", + } + # Ensure no per-variable encodings are carried into append (xarray will error if present) + if var_name in ds: + ds[var_name].encoding = {} + if "time" in ds: + ds["time"].encoding = {} + if "latitude" in ds: + ds["latitude"].encoding = {} + if "longitude" in ds: + ds["longitude"].encoding = {} + ds.to_zarr( + output_zarr, + mode="a", + append_dim="time", + consolidated=False, + zarr_format=3, + ) + + +def get_existing_max_time(output_zarr: str) -> Optional[np.datetime64]: + p = Path(output_zarr) + if not p.exists(): + return None + try: + ds_out = xr.open_zarr(output_zarr, consolidated=True, decode_times=False) + except Exception: + ds_out = xr.open_zarr(output_zarr, consolidated=False, decode_times=False) + try: + if "time" in ds_out.coords and ds_out.sizes.get("time", 0) > 0: + tvar = ds_out["time"] + tvals = tvar.values + last = tvals[-1] + # Cases: datetime64, numeric epoch, or cftime/object + if isinstance(last, np.datetime64): + return last.astype("datetime64[ns]") + if np.issubdtype(tvals.dtype, np.datetime64): + return np.array(last, dtype="datetime64[ns]") + if np.issubdtype(tvals.dtype, np.number): + units = (tvar.attrs or {}).get("units", "seconds since 1970-01-01") + base_match = re.match(r"(seconds|milliseconds|microseconds|nanoseconds|minutes|hours|days) since (\d{4}-\d{2}-\d{2})", units) + if base_match: + unit, base_date = base_match.groups() + base = np.datetime64(base_date, "s") + # Map unit to numpy timedelta unit + unit_map = { + "nanoseconds": "ns", + "microseconds": "us", + "milliseconds": "ms", + "seconds": "s", + "minutes": "m", + "hours": "h", + "days": "D", + } + np_unit = unit_map.get(unit, "s") + delta = np.array(last, dtype=f"timedelta64[{np_unit}]") + return (base + delta).astype("datetime64[ns]") + # Fallback treat as seconds since epoch + base = np.datetime64("1970-01-01", "s") + delta = np.array(last, dtype="timedelta64[s]") + return (base + delta).astype("datetime64[ns]") + # Attempt string conversion (e.g., cftime) + try: + return np.datetime64(str(last)).astype("datetime64[ns]") + except Exception: + return None + return None + finally: + ds_out.close() + + +def main() -> None: + args = parse_args() + + input_root = Path(args.input_root) + template_zarr = args.template_zarr + output_zarr = args.output_zarr + + start_date = dt.datetime.strptime(args.start, "%Y-%m-%d").date() + end_date = dt.datetime.strptime(args.end, "%Y-%m-%d").date() + + # Load template lat/lon from precip Zarr + ds_tpl = xr.open_zarr(template_zarr, consolidated=True) + try: + lat = ds_tpl["latitude"].load() + lon = ds_tpl["longitude"].load() + finally: + ds_tpl.close() + + lat_size, lon_size = int(lat.size), int(lon.size) + + var_name = "maxunitstreamflow" + chunks = (1, int(args.rechunk_lat), int(args.rechunk_lon)) + compressor = ZstdCodec(level=3) + + # Ensure store exists with metadata + ensure_output_store(output_zarr, var_name, lat, lon, chunks, compressor) + + existing_max_time = get_existing_max_time(output_zarr) + if existing_max_time is not None: + print(f"Resuming after {existing_max_time}") + + for day in daterange(start_date, end_date): + day_dir = input_root / day.strftime("%Y%m%d") + gribs = list_grib2_files(day_dir) + if not gribs: + continue + # Filter by resume point + if existing_max_time is not None: + gribs = [ + f + for f in gribs + if (t := extract_datetime_from_name(f)) is not None and t > existing_max_time + ] + if not gribs: + continue + print(f"Processing {day_dir} with {len(gribs)} files ...") + day_data, day_times = build_day_arrays( + gribs, + lat_size=lat_size, + lon_size=lon_size, + workers=int(args.workers), + test_limit=int(args.test_limit), + ) + if day_data.size == 0: + continue + append_day( + output_zarr, + var_name, + day_data, + day_times, + lat, + lon, + chunks, + compressor, + ) + + # Consolidate metadata at the end for faster reads + try: + import zarr as zarr_pkg + + zarr_pkg.consolidate_metadata(output_zarr) + except Exception as e: + print(f"Consolidate metadata skipped: {e}") + + +if __name__ == "__main__": + main() diff --git a/streamflow_stats.npz b/streamflow_stats.npz new file mode 100644 index 0000000000000000000000000000000000000000..dc92d837f7f0dc5bd67fa88a47f8814b526405bb --- /dev/null +++ b/streamflow_stats.npz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b4318e6a9251af25ab447ffaa3cd4311efccbda24b4ffb6a7b46f2b3f90c708 +size 1644 diff --git a/streamflow_stats_pixelwise.npz b/streamflow_stats_pixelwise.npz new file mode 100644 index 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