From 7c06bd52edba112039eddbafc484a53f6fa1e07b Mon Sep 17 00:00:00 2001
From: Owen Littlejohns <owen.m.littlejohns@nasa.gov>
Date: Fri, 24 Jan 2025 17:01:58 -0500
Subject: [PATCH] TRT-571 - Update net2cog to process multiple variables.

---
 net2cog/netcdf_convert.py         | 214 ++++++++++++++----------------
 net2cog/netcdf_convert_harmony.py | 130 ++++++++++--------
 poetry.lock                       | 202 +++++++++++++++++++++++++---
 pyproject.toml                    |   2 +-
 4 files changed, 361 insertions(+), 187 deletions(-)

diff --git a/net2cog/netcdf_convert.py b/net2cog/netcdf_convert.py
index 586b1ab..b2a6de0 100644
--- a/net2cog/netcdf_convert.py
+++ b/net2cog/netcdf_convert.py
@@ -11,14 +11,15 @@
 import os
 import pathlib
 import subprocess
-import tempfile
 from os.path import join as pjoin, basename, dirname, exists, splitext
 from subprocess import check_call
+from tempfile import TemporaryDirectory
 from typing import List
 
 import rasterio
 import rioxarray  # noqa
 import xarray as xr
+from harmony_service_lib.util import generate_output_filename
 from rasterio import CRS
 from rio_cogeo.cogeo import cog_translate
 from rio_cogeo.profiles import cog_profiles
@@ -37,46 +38,21 @@ def __init__(self, msg):
         super().__init__(msg)
 
 
-def run_command(command, work_dir):
-    """
-    A simple utility to execute a subprocess command.
-    """
-    try:
-        out_call = check_call(command, stderr=subprocess.STDOUT, cwd=work_dir)
-        return out_call
-    except subprocess.CalledProcessError as err:
-        LOGGER.error("command '%s' return with error (code %s): %s",
-                     err.cmd, err.returncode, err.output)
-        raise
-
-
-def check_dir(fname):
-    """
-    To return filename and path without file extension
-    """
-    file_name = fname.split('/')
-    rel_path = pjoin(*file_name[-2:])
-    file_wo_extension, _ = splitext(rel_path)
-    return file_wo_extension
+def _rioxr_swapdims(netcdf_xarray):
+    netcdf_xarray.coords['y'] = ('lat', netcdf_xarray.lat)
+    netcdf_xarray.coords['x'] = ('lon', netcdf_xarray.lon)
 
+    return netcdf_xarray.swap_dims({'lat': 'y', 'lon': 'x'})
 
-def get_gtiff_name(output_file):
-    """
-    To create tmp filename to convert to COG and create a filename
-    just as source but without '.TIF' extension
-    """
-    outf = os.path.basename(output_file)
-    dir_path = dirname(output_file)
-    rel_path = check_dir(outf)
-    out_fname = pjoin(dir_path, rel_path)
-    if not exists(out_fname):
-        os.makedirs(out_fname)
-    return pjoin(out_fname, rel_path)
 
-
-def _write_cogtiff(out_f_name, nc_xarray):
+def _write_cogtiff(
+    output_directory: str,
+    nc_xarray: xr.Dataset,
+    variable_name: str,
+    input_filename: str
+) -> str | None:
     """
-    This function converts each variable inside a NetCDF file into a
+    This function converts a variable inside a NetCDF file into a
     cloud optimized geotiff.
 
     Parameters
@@ -94,81 +70,89 @@ def _write_cogtiff(out_f_name, nc_xarray):
     Assumption that 0 is always on the prime meridian/equator.
     """
 
-    cogs_generated = []
-    with tempfile.TemporaryDirectory() as tempdir:
-
-        # variables in netcdf
-        for var in nc_xarray.variables:
-            if var in EXCLUDE_VARS:
-                continue
-            LOGGER.debug("NetCDF Var: %s", var)
-
-            def rioxr_swapdims(netcdf_xarray):
-                netcdf_xarray.coords['y'] = ('lat', netcdf_xarray.lat)
-                netcdf_xarray.coords['x'] = ('lon', netcdf_xarray.lon)
-
-                return netcdf_xarray.swap_dims({'lat': 'y', 'lon': 'x'})
-
-            # copy to a tempfolder
-            out_fname = out_f_name + '_' + var + '.tif'
-            temp_fname = pjoin(tempdir, basename(out_fname))
-
+    LOGGER.debug("NetCDF Var: %s", variable_name)
+
+    if variable_name in EXCLUDE_VARS:
+        LOGGER.debug(f"Variable {variable_name} is excluded. Will not produce COG")
+        return None
+
+    output_basename = generate_output_filename(
+        input_filename,
+        ext='tif',
+        variable_subset=[variable_name],
+        is_reformatted=True,
+    )
+    output_file_name = output_directory.pathjoin(output_basename)
+
+    with TemporaryDirectory() as tempdir:
+        temp_file_name = os.path.join(tempdir, output_basename)
+
+        # copy to a tempfolder
+        # out_fname = out_f_name + '_' + var + '.tif'
+        # temp_fname = pjoin(tempdir, basename(out_fname))
+
+        try:
+            nc_xarray[variable_name].rio.to_raster(temp_file_name)
+        except LookupError as err:
+            LOGGER.info("Variable %s cannot be converted to tif: %s", variable_name, err)
+            return None
+        except DimensionError as dmerr:
             try:
-                nc_xarray[var].rio.to_raster(temp_fname)
-            except LookupError as err:
-                LOGGER.info("Variable %s cannot be converted to tif: %s", var, err)
-                continue
-            except DimensionError as dmerr:
-                try:
-                    LOGGER.info("%s: No x or y xarray dimensions, adding them...", dmerr)
-                    nc_xarray_tmp = rioxr_swapdims(nc_xarray)
-                    nc_xarray_tmp[var].rio.to_raster(temp_fname)
-                except RuntimeError as runerr:
-                    LOGGER.info("Variable %s cannot be converted to tif: %s", var, runerr)
-                    continue
-                except Exception as aerr:  # pylint: disable=broad-except
-                    LOGGER.info("Variable %s cannot be converted to tif: %s", var, aerr)
-                    continue
-
-            # Option to add additional GDAL config settings
-            # config = dict(GDAL_NUM_THREADS="ALL_CPUS", GDAL_TIFF_OVR_BLOCKSIZE="128")
-            # with rasterio.Env(**config):
-
-            LOGGER.info("Starting conversion... %s", out_fname)
-
-            # default CRS setting
-            # crs = rasterio.crs.CRS({"init": "epsg:3857"})
-
-            with rasterio.open(temp_fname, mode='r+') as src_dataset:
-                # if src_dst.crs is None:
-                #     src_dst.crs = crs
-                src_dataset.crs = CRS.from_proj4(proj="+proj=latlong")
-                dst_profile = cog_profiles.get("deflate")
-                cog_translate(src_dataset, out_fname, dst_profile, use_cog_driver=True)
-
-            cogs_generated.append(out_fname)
-            LOGGER.info("Finished conversion, writing variable: %s", out_fname)
-    LOGGER.info("NetCDF conversion complete. Returning COGs generated.")
-    return cogs_generated
-
-
-def netcdf_converter(input_nc_file: pathlib.Path, output_cog_pathname: pathlib.Path, var_list: list = ()) -> List[str]:
-    """
-    Primary function for beginning NetCDF conversion using rasterio,
+                LOGGER.info("%s: No x or y xarray dimensions, adding them...", dmerr)
+                nc_xarray_tmp = _rioxr_swapdims(nc_xarray)
+                nc_xarray_tmp[variable_name].rio.to_raster(temp_file_name)
+            except RuntimeError as runerr:
+                LOGGER.info("Variable %s cannot be converted to tif: %s", variable_name, runerr)
+                return None
+            except Exception as aerr:  # pylint: disable=broad-except
+                LOGGER.info("Variable %s cannot be converted to tif: %s", variable_name, aerr)
+                return None
+
+        # Option to add additional GDAL config settings
+        # config = dict(GDAL_NUM_THREADS="ALL_CPUS", GDAL_TIFF_OVR_BLOCKSIZE="128")
+        # with rasterio.Env(**config):
+
+        LOGGER.info("Starting conversion... %s", output_file_name)
+
+        # default CRS setting
+        # crs = rasterio.crs.CRS({"init": "epsg:3857"})
+
+        with rasterio.open(temp_file_name, mode='r+') as src_dataset:
+            # if src_dst.crs is None:
+            #     src_dst.crs = crs
+            src_dataset.crs = CRS.from_proj4(proj="+proj=latlong")
+            dst_profile = cog_profiles.get("deflate")
+            cog_translate(
+                src_dataset,
+                output_file_name,
+                dst_profile,
+                use_cog_driver=True
+            )
+
+    LOGGER.info("Finished conversion, writing variable: %s", output_file_name)
+    LOGGER.info("NetCDF conversion complete. Returning COG generated.")
+    return output_file_name
+
+
+def netcdf_converter(
+    input_nc_file: pathlib.Path,
+    output_directory: pathlib.Path,
+    var_list: list[str] | None
+) -> List[str]:
+    """Primary function for beginning NetCDF conversion using rasterio,
     rioxarray and xarray
 
     Parameters
     ----------
     input_nc_file : pathlib.Path
         Path to  NetCDF file to process
-    output_cog_pathname : pathlib.Path
-        COG Output path and NetCDF filename, filename converted to cog variable
-        filename (.tif)
-            ex: tests/data/tmpygj2vgxf/
-            RSS_smap_SSS_L3_8day_running_2020_005_FNL_v04.0.nc
-    var_list : list
+    output_directory : pathlib.Path
+        Path to temporary directory into which results will be placed before
+        staging in S3.
+    var_list : str | None
         List of variable names to be converted to various single band cogs,
-        ex: ['gland', 'fland', 'sss_smap']
+        ex: ['gland', 'fland', 'sss_smap']. If a Harmony request asks for "all"
+        variables, the input value will be None.
 
     Notes
     -----
@@ -178,11 +162,8 @@ def netcdf_converter(input_nc_file: pathlib.Path, output_cog_pathname: pathlib.P
     netcdf_file = os.path.abspath(input_nc_file)
     LOGGER.debug('NetCDF Path: %s', netcdf_file)
 
-    gtiff_fname = get_gtiff_name(output_cog_pathname)
-
     if netcdf_file.endswith('.nc'):
         LOGGER.info("Reading %s", basename(netcdf_file))
-        LOGGER.info('Tmp GTiff filename: %s', gtiff_fname)
 
         xds = xr.open_dataset(netcdf_file)
 
@@ -192,13 +173,18 @@ def netcdf_converter(input_nc_file: pathlib.Path, output_cog_pathname: pathlib.P
                 or ({"x", "y"}.issubset(set(xds.dims)))):
             # used to invert y axis
             # xds_reversed = xds.reindex(lat=xds.lat[::-1])
-            LOGGER.info("Writing COG to %s", basename(gtiff_fname))
-            if var_list:
-                try:
-                    xds = xds[var_list]
-                except KeyError as error:
-                    raise Net2CogError(f"Variable {error} not found in dataset") from error
-            return _write_cogtiff(gtiff_fname, xds)
+
+            if var_list is None:
+                var_list = list(xds.data_vars.keys())
+
+            try:
+                return [
+                    _write_cogtiff(output_directory, xds, variable_name, input_nc_file)
+                    for variable_name in var_list
+                ]
+            except KeyError as error:
+                raise Net2CogError(f"Variable {error} not found in dataset") from error
+
         LOGGER.error("%s: NetCDF file does not contain spatial dimensions such as lat / lon "
                      "or x / y", netcdf_file)
         return []
diff --git a/net2cog/netcdf_convert_harmony.py b/net2cog/netcdf_convert_harmony.py
index fb43c5f..9ff8052 100644
--- a/net2cog/netcdf_convert_harmony.py
+++ b/net2cog/netcdf_convert_harmony.py
@@ -15,10 +15,13 @@
 import shutil
 import tempfile
 
-import harmony
+import harmony_service_lib
 import pystac
-from harmony.exceptions import HarmonyException
-from pystac import Asset
+from harmony_service_lib import BaseHarmonyAdapter
+from harmony_service_lib.exceptions import HarmonyException
+from harmony_service_lib.message import Source
+from harmony_service_lib.util import download, stage
+from pystac import Asset, Item
 
 from net2cog import netcdf_convert
 from net2cog.netcdf_convert import Net2CogError
@@ -26,7 +29,7 @@
 DATA_DIRECTORY_ENV = "DATA_DIRECTORY"
 
 
-class NetcdfConverterService(harmony.BaseHarmonyAdapter):
+class NetcdfConverterService(BaseHarmonyAdapter):
     """
     See https://github.com/nasa/harmony-service-lib-py
     for documentation and examples.
@@ -41,7 +44,7 @@ def __init__(self, message, catalog=None, config=None):
         # Create temp directory
         self.job_data_dir = tempfile.mkdtemp(prefix=message.requestId, dir=self.data_dir)
 
-    def process_item(self, item: pystac.Item, source: harmony.message.Source) -> pystac.Item:
+    def process_item(self, item: pystac.Item, source: Source) -> pystac.Item:
         """
         Performs net2cog on input STAC Item's data, returning
         an output STAC item
@@ -50,7 +53,7 @@ def process_item(self, item: pystac.Item, source: harmony.message.Source) -> pys
         ----------
         item : pystac.Item
             the item that should be coggified
-        source : harmony.message.Source
+        source : harmony_service_lib.message.Source
             the input source defining the item
 
         Returns
@@ -58,8 +61,6 @@ def process_item(self, item: pystac.Item, source: harmony.message.Source) -> pys
         pystac.Item
             a STAC item describing the output
         """
-        result = item.clone()
-        result.assets = {}
         output_dir = self.job_data_dir
         try:
             self.logger.info('Input item: %s', json.dumps(item.to_dict()))
@@ -67,35 +68,30 @@ def process_item(self, item: pystac.Item, source: harmony.message.Source) -> pys
             # Get the data file
             asset = next(v for k, v in item.assets.items() if 'data' in (v.roles or []))
             self.logger.info('Downloading %s to %s', asset.href, output_dir)
-            input_filename = harmony.adapter.util.download(asset.href,
-                                                           output_dir,
-                                                           logger=self.logger,
-                                                           access_token=self.message.accessToken,
-                                                           cfg=self.config)
-
-            # Generate output filename
-            output_filename, output_file_ext = os.path.splitext(
-                harmony.adapter.util.generate_output_filename(asset.href, ext='tif'))
-            output_filename = f'{output_filename}_converted{output_file_ext}'
+            input_filename = download(
+                asset.href,
+                output_dir,
+                logger=self.logger,
+                access_token=self.message.accessToken,
+                cfg=self.config
+            )
 
             # Determine variables that need processing
-            self.logger.info('Generating COG(s) for %s output will be saved to %s', input_filename, output_filename)
             var_list = source.process('variables')
-            if not isinstance(var_list, list):
-                var_list = [var_list]
-            if len(var_list) != 1:
-                raise HarmonyException(
-                    'net2cog harmony adapter currently only supports processing one variable at a time. '
-                    'Please specify a single variable in your Harmony request.')
-            var_list = list(map(lambda var: var.name, var_list))
-            self.logger.info('Processing variables %s', var_list)
+
+            if var_list is not None:
+                var_list = list(map(lambda var: var.name, var_list))
+                self.logger.info('Processing variables %s', var_list)
+            else:
+                self.logger.info('Processing all variables.')
 
             # Run the netcdf converter for the complete netcdf granule
             try:
-                cog_generated = next(iter(netcdf_convert.netcdf_converter(pathlib.Path(input_filename),
-                                                                          pathlib.Path(output_dir).joinpath(
-                                                                              output_filename),
-                                                                          var_list=var_list)), [])
+                generated_cogs = netcdf_convert.netcdf_converter(
+                    pathlib.Path(input_filename),
+                    pathlib.Path(output_dir),
+                    var_list,
+                )
             except Net2CogError as error:
                 raise HarmonyException(
                     f'net2cog failed to convert {asset.title}: {error}') from error
@@ -104,28 +100,58 @@ def process_item(self, item: pystac.Item, source: harmony.message.Source) -> pys
                                            f'Notify net2cog service provider. '
                                            f'Message: {uncaught_exception}')) from uncaught_exception
 
-            # Stage the output file with a conventional filename
-            self.logger.info('Generated COG %s', cog_generated)
-            staged_filename = os.path.basename(cog_generated)
-            url = harmony.adapter.util.stage(cog_generated,
-                                             staged_filename,
-                                             pystac.MediaType.COG,
-                                             location=self.message.stagingLocation,
-                                             logger=self.logger,
-                                             cfg=self.config)
-            self.logger.info('Staged %s to %s', cog_generated, url)
-
-            # Update the STAC record
-            result.assets['visual'] = Asset(url, title=staged_filename, media_type=pystac.MediaType.COG,
-                                            roles=['visual'])
-
-            # Return the STAC record
-            self.logger.info('Processed item %s', json.dumps(result.to_dict()))
-            return result
+            return self.stage_output_and_create_output_stac(generated_cogs: list[str], input_stac_item: Item)
         finally:
             # Clean up any intermediate resources
             shutil.rmtree(self.job_data_dir)
 
+    def stage_output_and_create_output_stac(self, output_files: list[str], input_stac_item: Item) -> Item:
+        """Iterate through all generated COGs and stage the results in S3. Also
+        add a unique pystac.Asset for each COG to the pystac.Item returned to
+        Harmony.
+
+        Parameters
+        ----------
+        output_files : list[str]
+            the filenames of generated COGs to be staged
+        input_stac_item : pystac.Item
+            the input STAC for the request. This is the basis of the output
+            STAC, which will replace the pystac.Assets with generated COGs.
+
+        Returns
+        -------
+        pystac.Item
+            a STAC item describing the output. If there are multiple variables,
+            this STAC item will have multiple assets.
+
+        """
+
+        output_stac = item.clone()
+        output_stac.assets = {}
+
+        for output_file in output_files:
+            output_basename = os.path.basename(output_file)
+
+            staged_url = stage(
+                output_file,
+                output_basename,
+                pystac.MediaType.COG,
+                location=self.message.stagingLocation,
+                logger=self.logger,
+                cfg=self.config
+            )
+            self.logger.info('Staged %s to %s', output_file, staged_url)
+
+            # Each asset needs a unique key, so the filename of the COG is used
+            output_stac.assets[output_basename] = Asset(
+                staged_url,
+                title=output_basename,
+                media_type=pystac.MediaType.COG,
+                roles=['visual'],
+            )
+
+        return output_stac
+
 
 def main():
     """Parse command line arguments and invoke the service to respond to
@@ -138,9 +164,9 @@ def main():
     """
     parser = argparse.ArgumentParser(prog='net2cog_harmony',
                                      description='Run the netcdf converter service')
-    harmony.setup_cli(parser)
+    harmony_service_lib.setup_cli(parser)
     args = parser.parse_args()
-    if harmony.is_harmony_cli(args):
-        harmony.run_cli(parser, args, NetcdfConverterService)
+    if harmony_service_lib.is_harmony_cli(args):
+        harmony_service_lib.run_cli(parser, args, NetcdfConverterService)
     else:
         parser.error("Only --harmony CLIs are supported")
diff --git a/poetry.lock b/poetry.lock
index fdc0a0f..280bf23 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
 
 [[package]]
 name = "affine"
@@ -6,6 +6,8 @@ version = "2.4.0"
 description = "Matrices describing affine transformation of the plane"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "affine-2.4.0-py3-none-any.whl", hash = "sha256:8a3df80e2b2378aef598a83c1392efd47967afec4242021a0b06b4c7cbc61a92"},
     {file = "affine-2.4.0.tar.gz", hash = "sha256:a24d818d6a836c131976d22f8c27b8d3ca32d0af64c1d8d29deb7bafa4da1eea"},
@@ -21,6 +23,8 @@ version = "0.7.16"
 description = "A light, configurable Sphinx theme"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
     {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
@@ -32,6 +36,8 @@ version = "0.7.0"
 description = "Reusable constraint types to use with typing.Annotated"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
     {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
@@ -43,6 +49,8 @@ version = "2.15.8"
 description = "An abstract syntax tree for Python with inference support."
 optional = false
 python-versions = ">=3.7.2"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "astroid-2.15.8-py3-none-any.whl", hash = "sha256:1aa149fc5c6589e3d0ece885b4491acd80af4f087baafa3fb5203b113e68cd3c"},
     {file = "astroid-2.15.8.tar.gz", hash = "sha256:6c107453dffee9055899705de3c9ead36e74119cee151e5a9aaf7f0b0e020a6a"},
@@ -52,8 +60,8 @@ files = [
 lazy-object-proxy = ">=1.4.0"
 typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
 wrapt = [
-    {version = ">=1.14,<2", markers = "python_version >= \"3.11\""},
     {version = ">=1.11,<2", markers = "python_version < \"3.11\""},
+    {version = ">=1.14,<2", markers = "python_version >= \"3.11\""},
 ]
 
 [[package]]
@@ -62,6 +70,8 @@ version = "24.2.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"},
     {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"},
@@ -81,6 +91,8 @@ version = "2.16.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "babel-2.16.0-py3-none-any.whl", hash = "sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b"},
     {file = "babel-2.16.0.tar.gz", hash = "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316"},
@@ -95,6 +107,8 @@ version = "1.34.159"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "boto3-1.34.159-py3-none-any.whl", hash = "sha256:21120d23cc37c0e80dc4f64434bc5664d2a5645dcd9bf8a8fa97ed5c82164ca0"},
     {file = "boto3-1.34.159.tar.gz", hash = "sha256:ffe7bbb88ba81b5d54bc8fa0cfb2f3b7fe63a6cffa0f9207df2ef5c22a1c0587"},
@@ -114,6 +128,8 @@ version = "1.34.159"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "botocore-1.34.159-py3-none-any.whl", hash = "sha256:7633062491457419a49f5860c014251ae85689f78266a3ce020c2c8688a76b97"},
     {file = "botocore-1.34.159.tar.gz", hash = "sha256:dc28806eb21e3c8d690c422530dff8b4b242ac033cbe98f160a9d37796c09cb1"},
@@ -133,6 +149,8 @@ version = "2024.7.4"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
     {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"},
@@ -144,6 +162,8 @@ version = "1.17.0"
 description = "Foreign Function Interface for Python calling C code."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"harmony\""
 files = [
     {file = "cffi-1.17.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f9338cc05451f1942d0d8203ec2c346c830f8e86469903d5126c1f0a13a2bcbb"},
     {file = "cffi-1.17.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a0ce71725cacc9ebf839630772b07eeec220cbb5f03be1399e0457a1464f8e1a"},
@@ -223,6 +243,8 @@ version = "1.6.4"
 description = "Time-handling functionality from netcdf4-python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "cftime-1.6.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ee70074df4bae0d9ee98f201cf5f11fd302791cf1cdeb73c34f685d6b632e17d"},
     {file = "cftime-1.6.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e5456fd58d4cc6b8d7b4932b749617ee142b62a52bc5d8e3c282ce69ce3a20ba"},
@@ -258,8 +280,8 @@ files = [
 
 [package.dependencies]
 numpy = [
-    {version = ">=1.26.0b1", markers = "python_version >= \"3.12.0.rc1\""},
     {version = ">1.13.3", markers = "python_version < \"3.12.0.rc1\""},
+    {version = ">=1.26.0b1", markers = "python_version >= \"3.12.0.rc1\""},
 ]
 
 [[package]]
@@ -268,6 +290,8 @@ version = "3.3.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
+groups = ["main", "dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "charset-normalizer-3.3.2.tar.gz", hash = "sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5"},
     {file = "charset_normalizer-3.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:25baf083bf6f6b341f4121c2f3c548875ee6f5339300e08be3f2b2ba1721cdd3"},
@@ -367,6 +391,8 @@ version = "8.1.7"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"},
     {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"},
@@ -381,6 +407,8 @@ version = "1.1.1"
 description = "An extension module for click to enable registering CLI commands via setuptools entry-points."
 optional = false
 python-versions = "*"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "click-plugins-1.1.1.tar.gz", hash = "sha256:46ab999744a9d831159c3411bb0c79346d94a444df9a3a3742e9ed63645f264b"},
     {file = "click_plugins-1.1.1-py2.py3-none-any.whl", hash = "sha256:5d262006d3222f5057fd81e1623d4443e41dcda5dc815c06b442aa3c02889fc8"},
@@ -398,6 +426,8 @@ version = "0.7.2"
 description = "Click params for commmand line interfaces to GeoJSON"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, <4"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "cligj-0.7.2-py3-none-any.whl", hash = "sha256:c1ca117dbce1fe20a5809dc96f01e1c2840f6dcc939b3ddbb1111bf330ba82df"},
     {file = "cligj-0.7.2.tar.gz", hash = "sha256:a4bc13d623356b373c2c27c53dbd9c68cae5d526270bfa71f6c6fa69669c6b27"},
@@ -415,10 +445,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["main", "dev"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
+markers = {main = "(python_version <= \"3.11\" or python_version >= \"3.12\") and platform_system == \"Windows\"", dev = "(python_version <= \"3.11\" or python_version >= \"3.12\") and sys_platform == \"win32\""}
 
 [[package]]
 name = "coverage"
@@ -426,6 +458,8 @@ version = "7.6.1"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "coverage-7.6.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b06079abebbc0e89e6163b8e8f0e16270124c154dc6e4a47b413dd538859af16"},
     {file = "coverage-7.6.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:cf4b19715bccd7ee27b6b120e7e9dd56037b9c0681dcc1adc9ba9db3d417fa36"},
@@ -513,6 +547,8 @@ version = "2.1.0"
 description = "A library to handle automated deprecations"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"harmony\""
 files = [
     {file = "deprecation-2.1.0-py2.py3-none-any.whl", hash = "sha256:a10811591210e1fb0e768a8c25517cabeabcba6f0bf96564f8ff45189f90b14a"},
     {file = "deprecation-2.1.0.tar.gz", hash = "sha256:72b3bde64e5d778694b0cf68178aed03d15e15477116add3fb773e581f9518ff"},
@@ -527,6 +563,8 @@ version = "0.3.8"
 description = "serialize all of Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "dill-0.3.8-py3-none-any.whl", hash = "sha256:c36ca9ffb54365bdd2f8eb3eff7d2a21237f8452b57ace88b1ac615b7e815bd7"},
     {file = "dill-0.3.8.tar.gz", hash = "sha256:3ebe3c479ad625c4553aca177444d89b486b1d84982eeacded644afc0cf797ca"},
@@ -542,6 +580,8 @@ version = "0.21.2"
 description = "Docutils -- Python Documentation Utilities"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "docutils-0.21.2-py3-none-any.whl", hash = "sha256:dafca5b9e384f0e419294eb4d2ff9fa826435bf15f15b7bd45723e8ad76811b2"},
     {file = "docutils-0.21.2.tar.gz", hash = "sha256:3a6b18732edf182daa3cd12775bbb338cf5691468f91eeeb109deff6ebfa986f"},
@@ -553,6 +593,8 @@ version = "1.2.2"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
+markers = "python_version < \"3.11\""
 files = [
     {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
     {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
@@ -567,6 +609,8 @@ version = "6.1.0"
 description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
 python-versions = ">=3.8.1"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "flake8-6.1.0-py2.py3-none-any.whl", hash = "sha256:ffdfce58ea94c6580c77888a86506937f9a1a227dfcd15f245d694ae20a6b6e5"},
     {file = "flake8-6.1.0.tar.gz", hash = "sha256:d5b3857f07c030bdb5bf41c7f53799571d75c4491748a3adcd47de929e34cd23"},
@@ -579,30 +623,37 @@ pyflakes = ">=3.1.0,<3.2.0"
 
 [[package]]
 name = "harmony-service-lib"
-version = "1.0.27"
-description = "A library for Python-based Harmony services to parse incoming messages, fetch data, stage data, and call back to Harmony"
+version = "2.4.0"
+description = "A library for Python-based Harmony services to parse incoming message, fetch data, stage data, and call back to Harmony."
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"harmony\""
 files = [
-    {file = "harmony_service_lib-1.0.27-py3-none-any.whl", hash = "sha256:edf3aaa4b6f18addbfc4b54c20746d16ffe365a55ebaab0f4df47296b5900af3"},
-    {file = "harmony_service_lib-1.0.27.tar.gz", hash = "sha256:7992bbed205e02ad15dcc35526e7a827e6c3054a65d5eb5b59ddfec160950ca1"},
+    {file = "harmony_service_lib-2.4.0-py3-none-any.whl", hash = "sha256:ec4678ee392de229007791d0c73e16b4ec795acb984144965ee0cc84b29234ff"},
+    {file = "harmony_service_lib-2.4.0.tar.gz", hash = "sha256:1b97d92b23e24b6a5ea54125776e6b7ac0d2e239021dda9fbdbda5543577c908"},
 ]
 
 [package.dependencies]
 boto3 = ">=1.14,<2.0"
 deprecation = ">=2.1.0,<2.2.0"
 pynacl = ">=1.4,<2.0"
-pystac = ">=0.5.3,<0.6.0"
+pystac = ">=1.0.0"
 python-json-logger = ">=2.0.1,<2.1.0"
 requests = ">=2.24,<3.0"
 urllib3 = ">=1.26.9,<1.27.0"
 
+[package.extras]
+dev = ["Faker (>=8.1.3,<8.2.0)", "autopep8 (>=1.5,<2.0)", "debugpy (>=1.2,<2.0)", "flake8 (>=6.1.0)", "ipython (>=8.10.0,<8.11.0)", "jedi (>=0.17.2,<0.18.0)", "packaging (>=24.1,<25.0)", "parameterized (>=0.7,<1.0)", "pycodestyle (>=2.9.1)", "pytest (>=7.2.0,<7.3.0)", "pytest-cov (>=2.11,<3.0)", "pytest-mock (>=3.5,<4.0)", "python-language-server (>=0.35,<1.0)", "responses (>=0.22.0,<0.23.0)", "safety (==3.2.3)", "safety-schemas (==0.0.5)", "setuptools (==70.0.0)"]
+
 [[package]]
 name = "idna"
 version = "3.7"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.5"
+groups = ["main", "dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "idna-3.7-py3-none-any.whl", hash = "sha256:82fee1fc78add43492d3a1898bfa6d8a904cc97d8427f683ed8e798d07761aa0"},
     {file = "idna-3.7.tar.gz", hash = "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc"},
@@ -614,6 +665,8 @@ version = "1.4.1"
 description = "Getting image size from png/jpeg/jpeg2000/gif file"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "imagesize-1.4.1-py2.py3-none-any.whl", hash = "sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b"},
     {file = "imagesize-1.4.1.tar.gz", hash = "sha256:69150444affb9cb0d5cc5a92b3676f0b2fb7cd9ae39e947a5e11a36b4497cd4a"},
@@ -625,6 +678,8 @@ version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
@@ -636,6 +691,8 @@ version = "5.13.2"
 description = "A Python utility / library to sort Python imports."
 optional = false
 python-versions = ">=3.8.0"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "isort-5.13.2-py3-none-any.whl", hash = "sha256:8ca5e72a8d85860d5a3fa69b8745237f2939afe12dbf656afbcb47fe72d947a6"},
     {file = "isort-5.13.2.tar.gz", hash = "sha256:48fdfcb9face5d58a4f6dde2e72a1fb8dcaf8ab26f95ab49fab84c2ddefb0109"},
@@ -650,6 +707,8 @@ version = "3.1.4"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"},
     {file = "jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369"},
@@ -667,6 +726,8 @@ version = "1.0.1"
 description = "JSON Matching Expressions"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
@@ -678,6 +739,8 @@ version = "1.10.0"
 description = "A fast and thorough lazy object proxy."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "lazy-object-proxy-1.10.0.tar.gz", hash = "sha256:78247b6d45f43a52ef35c25b5581459e85117225408a4128a3daf8bf9648ac69"},
     {file = "lazy_object_proxy-1.10.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:855e068b0358ab916454464a884779c7ffa312b8925c6f7401e952dcf3b89977"},
@@ -724,6 +787,8 @@ version = "2.1.5"
 description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "MarkupSafe-2.1.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a17a92de5231666cfbe003f0e4b9b3a7ae3afb1ec2845aadc2bacc93ff85febc"},
     {file = "MarkupSafe-2.1.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:72b6be590cc35924b02c78ef34b467da4ba07e4e0f0454a2c5907f473fc50ce5"},
@@ -793,6 +858,8 @@ version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"},
     {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
@@ -804,6 +871,8 @@ version = "5.3.1"
 description = "Construct and use map tile grids (a.k.a TileMatrixSet / TMS)."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "morecantile-5.3.1-py3-none-any.whl", hash = "sha256:35785988b8f6f1699e2c0136bfda4815dcaf8ae1200b035ba5eb1cb1f0453650"},
     {file = "morecantile-5.3.1.tar.gz", hash = "sha256:49a1d4239f30a033a3188e32ea1d218c7fd05c00821311b3797e1e7d56b67a40"},
@@ -826,6 +895,8 @@ version = "1.7.1.post2"
 description = "Provides an object-oriented python interface to the netCDF version 4 library"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "netCDF4-1.7.1.post2-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:a1006ae117a754e3cf41a9e704032bf3837cbf53a695cd71deaad3e02e93d570"},
     {file = "netCDF4-1.7.1.post2-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:7530d60cf6450d997ea0607f8b68b9b088f2382c42648cddf5e66e6f1280b692"},
@@ -868,6 +939,8 @@ version = "2.0.1"
 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "numpy-2.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0fbb536eac80e27a2793ffd787895242b7f18ef792563d742c2d673bfcb75134"},
     {file = "numpy-2.0.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:69ff563d43c69b1baba77af455dd0a839df8d25e8590e79c90fcbe1499ebde42"},
@@ -922,6 +995,8 @@ version = "24.1"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "packaging-24.1-py3-none-any.whl", hash = "sha256:5b8f2217dbdbd2f7f384c41c628544e6d52f2d0f53c6d0c3ea61aa5d1d7ff124"},
     {file = "packaging-24.1.tar.gz", hash = "sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002"},
@@ -933,6 +1008,8 @@ version = "2.2.2"
 description = "Powerful data structures for data analysis, time series, and statistics"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "pandas-2.2.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:90c6fca2acf139569e74e8781709dccb6fe25940488755716d1d354d6bc58bce"},
     {file = "pandas-2.2.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c7adfc142dac335d8c1e0dcbd37eb8617eac386596eb9e1a1b77791cf2498238"},
@@ -967,8 +1044,8 @@ files = [
 
 [package.dependencies]
 numpy = [
-    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
     {version = ">=1.22.4", markers = "python_version < \"3.11\""},
+    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
     {version = ">=1.23.2", markers = "python_version == \"3.11\""},
 ]
 python-dateutil = ">=2.8.2"
@@ -1006,6 +1083,8 @@ version = "4.2.2"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "platformdirs-4.2.2-py3-none-any.whl", hash = "sha256:2d7a1657e36a80ea911db832a8a6ece5ee53d8de21edd5cc5879af6530b1bfee"},
     {file = "platformdirs-4.2.2.tar.gz", hash = "sha256:38b7b51f512eed9e84a22788b4bce1de17c0adb134d6becb09836e37d8654cd3"},
@@ -1022,6 +1101,8 @@ version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"},
     {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"},
@@ -1037,6 +1118,8 @@ version = "2.11.1"
 description = "Python style guide checker"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "pycodestyle-2.11.1-py2.py3-none-any.whl", hash = "sha256:44fe31000b2d866f2e41841b18528a505fbd7fef9017b04eff4e2648a0fadc67"},
     {file = "pycodestyle-2.11.1.tar.gz", hash = "sha256:41ba0e7afc9752dfb53ced5489e89f8186be00e599e712660695b7a75ff2663f"},
@@ -1048,6 +1131,8 @@ version = "2.22"
 description = "C parser in Python"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"harmony\""
 files = [
     {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
     {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
@@ -1059,6 +1144,8 @@ version = "2.8.2"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "pydantic-2.8.2-py3-none-any.whl", hash = "sha256:73ee9fddd406dc318b885c7a2eab8a6472b68b8fb5ba8150949fc3db939f23c8"},
     {file = "pydantic-2.8.2.tar.gz", hash = "sha256:6f62c13d067b0755ad1c21a34bdd06c0c12625a22b0fc09c6b149816604f7c2a"},
@@ -1068,8 +1155,8 @@ files = [
 annotated-types = ">=0.4.0"
 pydantic-core = "2.20.1"
 typing-extensions = [
-    {version = ">=4.12.2", markers = "python_version >= \"3.13\""},
     {version = ">=4.6.1", markers = "python_version < \"3.13\""},
+    {version = ">=4.12.2", markers = "python_version >= \"3.13\""},
 ]
 
 [package.extras]
@@ -1081,6 +1168,8 @@ version = "2.20.1"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "pydantic_core-2.20.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:3acae97ffd19bf091c72df4d726d552c473f3576409b2a7ca36b2f535ffff4a3"},
     {file = "pydantic_core-2.20.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:41f4c96227a67a013e7de5ff8f20fb496ce573893b7f4f2707d065907bffdbd6"},
@@ -1182,6 +1271,8 @@ version = "3.1.0"
 description = "passive checker of Python programs"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "pyflakes-3.1.0-py2.py3-none-any.whl", hash = "sha256:4132f6d49cb4dae6819e5379898f2b8cce3c5f23994194c24b77d5da2e36f774"},
     {file = "pyflakes-3.1.0.tar.gz", hash = "sha256:a0aae034c444db0071aa077972ba4768d40c830d9539fd45bf4cd3f8f6992efc"},
@@ -1193,6 +1284,8 @@ version = "2.18.0"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "pygments-2.18.0-py3-none-any.whl", hash = "sha256:b8e6aca0523f3ab76fee51799c488e38782ac06eafcf95e7ba832985c8e7b13a"},
     {file = "pygments-2.18.0.tar.gz", hash = "sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199"},
@@ -1207,6 +1300,8 @@ version = "2.17.7"
 description = "python code static checker"
 optional = false
 python-versions = ">=3.7.2"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "pylint-2.17.7-py3-none-any.whl", hash = "sha256:27a8d4c7ddc8c2f8c18aa0050148f89ffc09838142193fdbe98f172781a3ff87"},
     {file = "pylint-2.17.7.tar.gz", hash = "sha256:f4fcac7ae74cfe36bc8451e931d8438e4a476c20314b1101c458ad0f05191fad"},
@@ -1216,8 +1311,8 @@ files = [
 astroid = ">=2.15.8,<=2.17.0-dev0"
 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
 dill = [
-    {version = ">=0.3.6", markers = "python_version >= \"3.11\""},
     {version = ">=0.2", markers = "python_version < \"3.11\""},
+    {version = ">=0.3.6", markers = "python_version >= \"3.11\""},
 ]
 isort = ">=4.2.5,<6"
 mccabe = ">=0.6,<0.8"
@@ -1235,6 +1330,8 @@ version = "1.5.0"
 description = "Python binding to the Networking and Cryptography (NaCl) library"
 optional = true
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"harmony\""
 files = [
     {file = "PyNaCl-1.5.0-cp36-abi3-macosx_10_10_universal2.whl", hash = "sha256:401002a4aaa07c9414132aaed7f6836ff98f59277a234704ff66878c2ee4a0d1"},
     {file = "PyNaCl-1.5.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_24_aarch64.whl", hash = "sha256:52cb72a79269189d4e0dc537556f4740f7f0a9ec41c1322598799b0bdad4ef92"},
@@ -1261,6 +1358,8 @@ version = "3.1.2"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
 optional = false
 python-versions = ">=3.6.8"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "pyparsing-3.1.2-py3-none-any.whl", hash = "sha256:f9db75911801ed778fe61bb643079ff86601aca99fcae6345aa67292038fb742"},
     {file = "pyparsing-3.1.2.tar.gz", hash = "sha256:a1bac0ce561155ecc3ed78ca94d3c9378656ad4c94c1270de543f621420f94ad"},
@@ -1275,6 +1374,8 @@ version = "3.6.1"
 description = "Python interface to PROJ (cartographic projections and coordinate transformations library)"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "pyproj-3.6.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ab7aa4d9ff3c3acf60d4b285ccec134167a948df02347585fdd934ebad8811b4"},
     {file = "pyproj-3.6.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:4bc0472302919e59114aa140fd7213c2370d848a7249d09704f10f5b062031fe"},
@@ -1310,20 +1411,25 @@ certifi = "*"
 
 [[package]]
 name = "pystac"
-version = "0.5.6"
-description = "Python library for working with Spatiotemporal Asset Catalog (STAC)."
+version = "1.12.0"
+description = "Python library for working with the SpatioTemporal Asset Catalog (STAC) specification"
 optional = true
-python-versions = "*"
+python-versions = ">=3.10"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"harmony\""
 files = [
-    {file = "pystac-0.5.6-py3-none-any.whl", hash = "sha256:3dfb9068169570714276e54a80832e555a136595a4d5316e6998bcc55cc2d639"},
-    {file = "pystac-0.5.6.tar.gz", hash = "sha256:ee0da32e65e93b240dcdcf68f5a16fa2f3f9e937477161f574b04fc48682e84a"},
+    {file = "pystac-1.12.0-py3-none-any.whl", hash = "sha256:911f2d3b045416e85e26b93cd5b9e7fab489fdbd39c49efc621617e4eccfc2f1"},
+    {file = "pystac-1.12.0.tar.gz", hash = "sha256:1a9d7502ed899e32916a9e101a225b2be3608290bcf343e04a7c40f726c72994"},
 ]
 
 [package.dependencies]
 python-dateutil = ">=2.7.0"
 
 [package.extras]
-validation = ["jsonschema (==3.2.0)"]
+jinja2 = ["jinja2 (<4.0)"]
+orjson = ["orjson (>=3.5)"]
+urllib3 = ["urllib3 (>=1.26)"]
+validation = ["jsonschema (>=4.18,<5.0)"]
 
 [[package]]
 name = "pytest"
@@ -1331,6 +1437,8 @@ version = "7.4.4"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "pytest-7.4.4-py3-none-any.whl", hash = "sha256:b090cdf5ed60bf4c45261be03239c2c1c22df034fbffe691abe93cd80cea01d8"},
     {file = "pytest-7.4.4.tar.gz", hash = "sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280"},
@@ -1353,6 +1461,8 @@ version = "4.1.0"
 description = "Pytest plugin for measuring coverage."
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "pytest-cov-4.1.0.tar.gz", hash = "sha256:3904b13dfbfec47f003b8e77fd5b589cd11904a21ddf1ab38a64f204d6a10ef6"},
     {file = "pytest_cov-4.1.0-py3-none-any.whl", hash = "sha256:6ba70b9e97e69fcc3fb45bfeab2d0a138fb65c4d0d6a41ef33983ad114be8c3a"},
@@ -1371,6 +1481,8 @@ version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
     {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
@@ -1385,6 +1497,8 @@ version = "2.0.7"
 description = "A python library adding a json log formatter"
 optional = true
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"harmony\""
 files = [
     {file = "python-json-logger-2.0.7.tar.gz", hash = "sha256:23e7ec02d34237c5aa1e29a070193a4ea87583bb4e7f8fd06d3de8264c4b2e1c"},
     {file = "python_json_logger-2.0.7-py3-none-any.whl", hash = "sha256:f380b826a991ebbe3de4d897aeec42760035ac760345e57b812938dc8b35e2bd"},
@@ -1396,6 +1510,8 @@ version = "2024.1"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "pytz-2024.1-py2.py3-none-any.whl", hash = "sha256:328171f4e3623139da4983451950b28e95ac706e13f3f2630a879749e7a8b319"},
     {file = "pytz-2024.1.tar.gz", hash = "sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812"},
@@ -1407,6 +1523,8 @@ version = "1.3.10"
 description = "Fast and direct raster I/O for use with Numpy and SciPy"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "rasterio-1.3.10-cp310-cp310-macosx_10_15_x86_64.whl", hash = "sha256:2ef27c3eff6f44f8b5d5de228003367c1843593edf648d85c0dc1319c00dc57d"},
     {file = "rasterio-1.3.10-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c711b497e9ef0c4f5e1c01e34ba910708e066e1c4a69c25df18d1bcc04481287"},
@@ -1456,6 +1574,8 @@ version = "2.32.3"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"},
     {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"},
@@ -1477,6 +1597,8 @@ version = "5.3.3"
 description = "Cloud Optimized GeoTIFF (COGEO) creation plugin for rasterio"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "rio_cogeo-5.3.3-py3-none-any.whl", hash = "sha256:0f3e35dda551e6c7c8afe53ef405ab5c95984a0c06a83bea843856cbaa35408b"},
     {file = "rio_cogeo-5.3.3.tar.gz", hash = "sha256:dde35024ad2512027ce6c1269183d4e42a904a776aad0d4ddb6f87aacffc7a23"},
@@ -1499,6 +1621,8 @@ version = "0.17.0"
 description = "geospatial xarray extension powered by rasterio"
 optional = false
 python-versions = ">=3.10"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "rioxarray-0.17.0-py3-none-any.whl", hash = "sha256:cf31a0674b9e6abd0cc2f0b4d847869eb23065835827d0018d17bde8047d448c"},
     {file = "rioxarray-0.17.0.tar.gz", hash = "sha256:46c29938827fff268d497f7ae277077066fcfbac4e53132ed3d4e2b96455be62"},
@@ -1521,6 +1645,8 @@ version = "0.10.2"
 description = "An Amazon S3 Transfer Manager"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "s3transfer-0.10.2-py3-none-any.whl", hash = "sha256:eca1c20de70a39daee580aef4986996620f365c4e0fda6a86100231d62f1bf69"},
     {file = "s3transfer-0.10.2.tar.gz", hash = "sha256:0711534e9356d3cc692fdde846b4a1e4b0cb6519971860796e6bc4c7aea00ef6"},
@@ -1538,6 +1664,8 @@ version = "72.1.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "setuptools-72.1.0-py3-none-any.whl", hash = "sha256:5a03e1860cf56bb6ef48ce186b0e557fdba433237481a9a625176c2831be15d1"},
     {file = "setuptools-72.1.0.tar.gz", hash = "sha256:8d243eff56d095e5817f796ede6ae32941278f542e0f941867cc05ae52b162ec"},
@@ -1554,6 +1682,8 @@ version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
     {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
@@ -1565,6 +1695,8 @@ version = "2.2.0"
 description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
 optional = false
 python-versions = "*"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "snowballstemmer-2.2.0-py2.py3-none-any.whl", hash = "sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a"},
     {file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"},
@@ -1576,6 +1708,8 @@ version = "1.4.7"
 description = "Snuggs are s-expressions for Numpy"
 optional = false
 python-versions = "*"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "snuggs-1.4.7-py3-none-any.whl", hash = "sha256:988dde5d4db88e9d71c99457404773dabcc7a1c45971bfbe81900999942d9f07"},
     {file = "snuggs-1.4.7.tar.gz", hash = "sha256:501cf113fe3892e14e2fee76da5cd0606b7e149c411c271898e6259ebde2617b"},
@@ -1594,6 +1728,8 @@ version = "7.4.7"
 description = "Python documentation generator"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "sphinx-7.4.7-py3-none-any.whl", hash = "sha256:c2419e2135d11f1951cd994d6eb18a1835bd8fdd8429f9ca375dc1f3281bd239"},
     {file = "sphinx-7.4.7.tar.gz", hash = "sha256:242f92a7ea7e6c5b406fdc2615413890ba9f699114a9c09192d7dfead2ee9cfe"},
@@ -1629,6 +1765,8 @@ version = "2.0.0"
 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "sphinxcontrib_applehelp-2.0.0-py3-none-any.whl", hash = "sha256:4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5"},
     {file = "sphinxcontrib_applehelp-2.0.0.tar.gz", hash = "sha256:2f29ef331735ce958efa4734873f084941970894c6090408b079c61b2e1c06d1"},
@@ -1645,6 +1783,8 @@ version = "2.0.0"
 description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "sphinxcontrib_devhelp-2.0.0-py3-none-any.whl", hash = "sha256:aefb8b83854e4b0998877524d1029fd3e6879210422ee3780459e28a1f03a8a2"},
     {file = "sphinxcontrib_devhelp-2.0.0.tar.gz", hash = "sha256:411f5d96d445d1d73bb5d52133377b4248ec79db5c793ce7dbe59e074b4dd1ad"},
@@ -1661,6 +1801,8 @@ version = "2.1.0"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "sphinxcontrib_htmlhelp-2.1.0-py3-none-any.whl", hash = "sha256:166759820b47002d22914d64a075ce08f4c46818e17cfc9470a9786b759b19f8"},
     {file = "sphinxcontrib_htmlhelp-2.1.0.tar.gz", hash = "sha256:c9e2916ace8aad64cc13a0d233ee22317f2b9025b9cf3295249fa985cc7082e9"},
@@ -1677,6 +1819,8 @@ version = "1.0.1"
 description = "A sphinx extension which renders display math in HTML via JavaScript"
 optional = false
 python-versions = ">=3.5"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "sphinxcontrib-jsmath-1.0.1.tar.gz", hash = "sha256:a9925e4a4587247ed2191a22df5f6970656cb8ca2bd6284309578f2153e0c4b8"},
     {file = "sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl", hash = "sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178"},
@@ -1691,6 +1835,8 @@ version = "2.0.0"
 description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "sphinxcontrib_qthelp-2.0.0-py3-none-any.whl", hash = "sha256:b18a828cdba941ccd6ee8445dbe72ffa3ef8cbe7505d8cd1fa0d42d3f2d5f3eb"},
     {file = "sphinxcontrib_qthelp-2.0.0.tar.gz", hash = "sha256:4fe7d0ac8fc171045be623aba3e2a8f613f8682731f9153bb2e40ece16b9bbab"},
@@ -1707,6 +1853,8 @@ version = "2.0.0"
 description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "sphinxcontrib_serializinghtml-2.0.0-py3-none-any.whl", hash = "sha256:6e2cb0eef194e10c27ec0023bfeb25badbbb5868244cf5bc5bdc04e4464bf331"},
     {file = "sphinxcontrib_serializinghtml-2.0.0.tar.gz", hash = "sha256:e9d912827f872c029017a53f0ef2180b327c3f7fd23c87229f7a8e8b70031d4d"},
@@ -1723,6 +1871,8 @@ version = "2.0.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
+markers = "python_version < \"3.11\""
 files = [
     {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
     {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
@@ -1734,6 +1884,8 @@ version = "0.13.0"
 description = "Style preserving TOML library"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "tomlkit-0.13.0-py3-none-any.whl", hash = "sha256:7075d3042d03b80f603482d69bf0c8f345c2b30e41699fd8883227f89972b264"},
     {file = "tomlkit-0.13.0.tar.gz", hash = "sha256:08ad192699734149f5b97b45f1f18dad7eb1b6d16bc72ad0c2335772650d7b72"},
@@ -1745,10 +1897,12 @@ version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
     {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
 ]
+markers = {main = "python_version >= \"3.12\" or python_version <= \"3.11\"", dev = "python_version < \"3.11\""}
 
 [[package]]
 name = "tzdata"
@@ -1756,6 +1910,8 @@ version = "2024.1"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"},
     {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
@@ -1767,6 +1923,8 @@ version = "1.26.19"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+groups = ["main", "dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "urllib3-1.26.19-py2.py3-none-any.whl", hash = "sha256:37a0344459b199fce0e80b0d3569837ec6b6937435c5244e7fd73fa6006830f3"},
     {file = "urllib3-1.26.19.tar.gz", hash = "sha256:3e3d753a8618b86d7de333b4223005f68720bcd6a7d2bcb9fbd2229ec7c1e429"},
@@ -1783,6 +1941,8 @@ version = "1.16.0"
 description = "Module for decorators, wrappers and monkey patching."
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "wrapt-1.16.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ffa565331890b90056c01db69c0fe634a776f8019c143a5ae265f9c6bc4bd6d4"},
     {file = "wrapt-1.16.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e4fdb9275308292e880dcbeb12546df7f3e0f96c6b41197e0cf37d2826359020"},
@@ -1862,6 +2022,8 @@ version = "2024.7.0"
 description = "N-D labeled arrays and datasets in Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version >= \"3.12\" or python_version <= \"3.11\""
 files = [
     {file = "xarray-2024.7.0-py3-none-any.whl", hash = "sha256:1b0fd51ec408474aa1f4a355d75c00cc1c02bd425d97b2c2e551fd21810e7f64"},
     {file = "xarray-2024.7.0.tar.gz", hash = "sha256:4cae512d121a8522d41e66d942fb06c526bc1fd32c2c181d5fe62fe65b671638"},
@@ -1884,6 +2046,6 @@ viz = ["matplotlib", "nc-time-axis", "seaborn"]
 harmony = ["harmony-service-lib"]
 
 [metadata]
-lock-version = "2.0"
+lock-version = "2.1"
 python-versions = ">=3.10,<4.0"
-content-hash = "161a76b2c499c39fc7442a582053b5d0c191c376362b26c6edbb68902dc54fa8"
+content-hash = "bd5689061f68fcc4fba8d1d16bb7ef2571a88cb83a5b533266ce2407a463667c"
diff --git a/pyproject.toml b/pyproject.toml
index 878aa2a..073119d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -24,7 +24,7 @@ rio-cogeo = "^5.3.3"
 rasterio = "^1.3.8"
 rioxarray = "^0.17.0"
 numpy = "^2.0.1"
-harmony-service-lib = { version = "^1.0.22", optional = true }
+harmony-service-lib = { version = "^2.4.0", optional = true }
 
 [tool.poetry.group.dev.dependencies]
 pytest = "^7.4.0"