From f20e793c9e2ddbd6fce3482317a15ff3a0e84fec Mon Sep 17 00:00:00 2001 From: vishal Date: Wed, 8 Nov 2023 22:14:25 -0600 Subject: [PATCH] Generated CMIP6 COGs alonngwith generate statistics for LPJ wetlands dataset --- cog_transformation/cmip6-transformation.py | 109 ++++++++++++++++++ ...andch4-monthgrid-v1-generate-statistics.py | 37 ++++-- .../monthly_stats.json | 4 + .../overall_stats.json | 4 + .../stats_summary.png | Bin 67419 -> 63032 bytes 5 files changed, 143 insertions(+), 11 deletions(-) create mode 100644 cog_transformation/cmip6-transformation.py create mode 100644 generating_statistics_for_validation/lpjwsl-wetlandch4-monthgrid-v1/monthly_stats.json create mode 100644 generating_statistics_for_validation/lpjwsl-wetlandch4-monthgrid-v1/overall_stats.json diff --git a/cog_transformation/cmip6-transformation.py b/cog_transformation/cmip6-transformation.py new file mode 100644 index 00000000..8b730fbb --- /dev/null +++ b/cog_transformation/cmip6-transformation.py @@ -0,0 +1,109 @@ +import os +import xarray +import re +import pandas as pd +import json +import tempfile +import boto3 +from datetime import datetime +import s3fs +from dotenv import load_dotenv + +load_dotenv() + + +raw_data_bucket = "cmip6-staging" +cog_data_s3_bucket = "climatedashboard-data" +model_name = "climdex/tmaxXF/ACCESS-CM2" +# session = boto3.Session( +# aws_access_key_id=os.environ.get("AWS_ACCESS_KEY_ID"), +# aws_secret_access_key=os.environ.get("AWS_SECRET_ACCESS_KEY"), +# aws_session_token=os.environ.get("AWS_SESSION_TOKEN"), +# ) +session = boto3.Session(profile_name="vs_code_user") + +s3_client = session.client("s3") +files_processed = pd.DataFrame(columns=["file_name", "COGs_created"]) + + +def get_all_s3_keys(bucket, model_name): + """Get a list of all keys in an S3 bucket.""" + keys = [] + + kwargs = {"Bucket": bucket, "Prefix": f"{model_name}/"} + while True: + resp = s3_client.list_objects_v2(**kwargs) + for obj in resp["Contents"]: + if obj["Key"].endswith(".nc") and "historical" not in obj["Key"]: + keys.append(obj["Key"]) + + try: + kwargs["ContinuationToken"] = resp["NextContinuationToken"] + except KeyError: + break + + return keys + + +keys = get_all_s3_keys(raw_data_bucket, model_name) +fs = s3fs.S3FileSystem(profile="vs_code_user", anon=False) + +for key in keys: + file_obj = fs.open(f"s3://{raw_data_bucket}/{key}") + xds = xarray.open_dataset(file_obj, engine="h5netcdf") + xds = xds.assign_coords(lon=(((xds.lon + 180) % 360) - 180)).sortby("lon") + variable = [var for var in xds.data_vars] + + filename = key.split("/")[-1] + + # filename_elements = filename.split("_") + + # date_fmt = None + # if timestep == "day": + # date_fmt = "%Y_%m_%d" + # elif timestep == "month": + # date_fmt = "%Y%m" + # elif timestep == "CrossingYear": + # pass + # else: + # raise ValueError(f"Unrecognized date format in key: {key}") + date_fmt = "%Y" + + for time_increment in range(0, len(xds.time)): + for var in variable: + filename_elements = filename.split("_") + data = getattr(xds.isel(time=time_increment), var) + data = data.isel(lat=slice(None, None, -1)) + data.rio.set_spatial_dims("lon", "lat", inplace=True) + data.rio.write_crs("epsg:4326", inplace=True) + date = data.time.dt.strftime(date_fmt).item(0) + + filename_elements[-1] = date + filename_elements.append(var) + cog_filename = "_".join(filename_elements) + # add extension + cog_filename = f"{cog_filename}.tif" + # cog_filepath = "/".join(key.split("/")[1:-1]) + + with tempfile.NamedTemporaryFile() as temp_file: + data.rio.to_raster(temp_file.name, driver="COG", compress="DEFLATE") + s3_client.upload_file( + Filename=temp_file.name, + Bucket=cog_data_s3_bucket, + Key=f"climdex/tmaxXF/ACCESS-CM2/{cog_filename}", + ) + + files_processed = files_processed._append( + { + "file_name": key, + "COGs_created": f"climdex/tmaxXF/ACCESS-CM2/{cog_filename}", + }, + ignore_index=True, + ) + + print(f"Generated and saved COG: {cog_filename}") + +files_processed.to_csv( + f"s3://{cog_data_s3_bucket}/CMIP6/files_converted.csv", +) +print("Done generating COGs") diff --git a/generating_statistics_for_validation/lpjwsl-wetlandch4-monthgrid-v1/lpjwsl-wetlandch4-monthgrid-v1-generate-statistics.py b/generating_statistics_for_validation/lpjwsl-wetlandch4-monthgrid-v1/lpjwsl-wetlandch4-monthgrid-v1-generate-statistics.py index 4095f82e..ad8c437b 100644 --- a/generating_statistics_for_validation/lpjwsl-wetlandch4-monthgrid-v1/lpjwsl-wetlandch4-monthgrid-v1-generate-statistics.py +++ b/generating_statistics_for_validation/lpjwsl-wetlandch4-monthgrid-v1/lpjwsl-wetlandch4-monthgrid-v1-generate-statistics.py @@ -116,7 +116,7 @@ "std_value": std_value, } - +full_data_df_cog = full_data_df_cog/1000 overall_stats_netcdf["min_value"] = np.float64(full_data_df_netcdf.values.min()) overall_stats_netcdf["max_value"] = np.float64(full_data_df_netcdf.values.max()) overall_stats_netcdf["mean_value"] = np.float64(full_data_df_netcdf.values.mean()) @@ -128,27 +128,42 @@ overall_stats_cog["std_value"] = np.float64(full_data_df_cog.values.std()) -with open( - "monthly_stats.json", - "w", -) as fp: - json.dump("\n Stats for raw netCDF files. \n") +with open("monthly_stats.json", "w") as fp: + json.dump("Stats for raw netCDF files.", fp) + fp.write("\n") json.dump(summary_dict_netcdf, fp) - json.dump("\n Stats for transformed COG files. \n") + fp.write("\n") + json.dump("Stats for transformed COG files.", fp) + fp.write("\n") json.dump(summary_dict_cog, fp) with open("overall_stats.json", "w") as fp: - json.dump("\n Stats for raw netCDF files. \n") + json.dump("Stats for raw netCDF files.", fp) + fp.write("\n") json.dump(overall_stats_netcdf, fp) - json.dump("\n Stats for transformed COG files. \n") + fp.write("\n") + json.dump("Stats for transformed COG files.", fp) + fp.write("\n") json.dump(overall_stats_cog, fp) fig, ax = plt.subplots(2, 2, figsize=(10, 10)) plt.Figure(figsize=(10, 10)) -sns.histplot(data=full_data_df_netcdf, kde=False, bins=10, legend=False, ax=ax[0][0]) +sns.histplot( + data=full_data_df_netcdf.to_numpy().flatten(), + kde=False, + bins=100, + legend=False, + ax=ax[0][0], +) ax[0][0].set_title("distribution plot for overall raw data") -sns.histplot(data=full_data_df_cog, kde=False, bins=10, legend=False, ax=ax[0][1]) +sns.histplot( + data=full_data_df_cog.to_numpy().flatten(), + kde=False, + bins=100, + legend=False, + ax=ax[0][1], +) ax[0][1].set_title("distribution plot for overall cog data") temp_df = pd.DataFrame() diff --git a/generating_statistics_for_validation/lpjwsl-wetlandch4-monthgrid-v1/monthly_stats.json b/generating_statistics_for_validation/lpjwsl-wetlandch4-monthgrid-v1/monthly_stats.json new file mode 100644 index 00000000..e9024df4 --- /dev/null +++ b/generating_statistics_for_validation/lpjwsl-wetlandch4-monthgrid-v1/monthly_stats.json @@ -0,0 +1,4 @@ +"Stats for raw netCDF files." +{"2009_January": {"min_value": 0.0, "max_value": 0.005914104171097279, "mean_value": 1.221863021783065e-05, "std_value": 0.0001464717206545174}, "2009_February": {"min_value": 0.0, "max_value": 0.006718409713357687, "mean_value": 1.2333473932812922e-05, "std_value": 0.0001516181800980121}, "2009_March": {"min_value": 0.0, "max_value": 0.008334927260875702, "mean_value": 1.4247560102376156e-05, "std_value": 0.00017584960733074695}, "2009_April": {"min_value": 0.0, "max_value": 0.007519871927797794, "mean_value": 1.4433432625082787e-05, "std_value": 0.00016654824139550328}, "2009_May": {"min_value": 0.0, "max_value": 0.007657719776034355, "mean_value": 1.6470094124088064e-05, "std_value": 0.0001588303130120039}, "2009_June": {"min_value": 0.0, "max_value": 0.006964271422475576, "mean_value": 2.2424002963816747e-05, "std_value": 0.00016277559916488826}, "2009_July": {"min_value": 0.0, "max_value": 0.007437756285071373, "mean_value": 3.072373874601908e-05, "std_value": 0.0001847289822762832}, "2009_August": {"min_value": 0.0, "max_value": 0.008879100903868675, "mean_value": 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