Repository: icesat2py/icepyx

Issue:
standardize import statements
set up icepyx to use ipx abbreviation and alias imports for things like query.Query

Discussion:
codecov-commenter: # [Codecov](https://codecov.io/gh/icesat2py/icepyx/pull/118?src=pr&el=h1) Report
> Merging [#118](https://codecov.io/gh/icesat2py/icepyx/pull/118?src=pr&el=desc) into [development](https://codecov.io/gh/icesat2py/icepyx/commit/d490ab5cd9de736949b80827becf659c8d642f93&el=desc) will **not change** coverage.
> The diff coverage is `100.00%`.

[![Impacted file tree graph](https://codecov.io/gh/icesat2py/icepyx/pull/118/graphs/tree.svg?width=650&height=150&src=pr&token=zwrZPahreu)](https://codecov.io/gh/icesat2py/icepyx/pull/118?src=pr&el=tree)

```diff
@@             Coverage Diff              @@
##           development     #118   +/-   ##
============================================
  Coverage        48.02%   48.02%           
============================================
  Files               16       16           
  Lines             1139     1139           
  Branches           254      254           
============================================
  Hits               547      547           
  Misses             554      554           
  Partials            38       38           
```


| [Impacted Files](https://codecov.io/gh/icesat2py/icepyx/pull/118?src=pr&el=tree) | Coverage Δ | |
|---|---|---|
| [icepyx/\_\_init\_\_.py](https://codecov.io/gh/icesat2py/icepyx/pull/118/diff?src=pr&el=tree#diff-aWNlcHl4L19faW5pdF9fLnB5) | `100.00% <100.00%> (ø)` | |

------

[Continue to review full report at Codecov](https://codecov.io/gh/icesat2py/icepyx/pull/118?src=pr&el=continue).
> **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta)
> `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
> Powered by [Codecov](https://codecov.io/gh/icesat2py/icepyx/pull/118?src=pr&el=footer). Last update [d490ab5...3bbbb91](https://codecov.io/gh/icesat2py/icepyx/pull/118?src=pr&el=lastupdated). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments).


Patch:
diff --git a/examples/ICESat-2_DAAC_DataAccess2_Subsetting.ipynb b/examples/ICESat-2_DAAC_DataAccess2_Subsetting.ipynb
index b95ab3b..6561f8d 100644
--- a/examples/ICESat-2_DAAC_DataAccess2_Subsetting.ipynb
+++ b/examples/ICESat-2_DAAC_DataAccess2_Subsetting.ipynb
@@ -37,11 +37,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
-    "from icepyx import query as ipqr\n",
+    "import icepyx as ipx\n",
     "\n",
     "import numpy as np\n",
     "import xarray as xr\n",
@@ -63,11 +63,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
-    "region_a = ipqr.Query('ATL09',[-55, 68, -48, 71],['2019-02-22','2019-02-28'], \\\n",
+    "region_a = ipx.Query('ATL09',[-55, 68, -48, 71],['2019-02-22','2019-02-28'], \\\n",
     "                           start_time='00:00:00', end_time='23:59:59')"
    ]
   },
diff --git a/examples/ICESat-2_DAAC_DataAccess_Example.ipynb b/examples/ICESat-2_DAAC_DataAccess_Example.ipynb
index bcdd1f4..39e1a78 100644
--- a/examples/ICESat-2_DAAC_DataAccess_Example.ipynb
+++ b/examples/ICESat-2_DAAC_DataAccess_Example.ipynb
@@ -27,7 +27,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from icepyx import query as ipqr\n",
+    "import icepyx as ipx\n",
     "import os\n",
     "import shutil\n",
     "%matplotlib inline"
@@ -41,7 +41,7 @@
     "\n",
     "The entire process of getting ICESat-2 data (from query to download) can ultimately be accomplished in three minimal lines of code:\n",
     "\n",
-    "`region_a = ipqr.Query(short_name, spatial_extent, date_range)`\n",
+    "`region_a = ipx.Query(short_name, spatial_extent, date_range)`\n",
     "\n",
     "`region_a.earthdata_login(earthdata_uid, email)`\n",
     "\n",
@@ -124,7 +124,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "region_a = ipqr.Query(short_name, spatial_extent, date_range)"
+    "region_a = ipx.Query(short_name, spatial_extent, date_range)"
    ]
   },
   {
@@ -169,7 +169,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "region_a = ipqr.Query(short_name, spatial_extent, date_range, \\\n",
+    "region_a = ipx.Query(short_name, spatial_extent, date_range, \\\n",
     "   start_time='03:30:00', end_time='21:30:00', version='002')\n",
     "\n",
     "print(region_a.dataset)\n",
@@ -197,7 +197,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "region_a = ipqr.Query(short_name, spatial_extent, date_range, \\\n",
+    "region_a = ipx.Query(short_name, spatial_extent, date_range, \\\n",
     "   cycles='02', tracks=['0849','0902'])\n",
     "\n",
     "print(region_a.dataset)\n",
@@ -224,7 +224,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# region_a = ipqr.Query('ATL06',[-55, 68, -48, 71],['2019-02-01','2019-02-28'], \n",
+    "# region_a = ipx.Query('ATL06',[-55, 68, -48, 71],['2019-02-01','2019-02-28'], \n",
     "#                            start_time='00:00:00', end_time='23:59:59', version='002')"
    ]
   },
diff --git a/examples/ICESat-2_DEM_comparison_Colombia_working.ipynb b/examples/ICESat-2_DEM_comparison_Colombia_working.ipynb
index 0e75754..a7c7b0a 100644
--- a/examples/ICESat-2_DEM_comparison_Colombia_working.ipynb
+++ b/examples/ICESat-2_DEM_comparison_Colombia_working.ipynb
@@ -77,7 +77,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from icepyx import query as ipqr\n",
+    "import icepyx as ipx\n",
     "import os\n",
     "import shutil\n",
     "import h5py\n",
@@ -130,7 +130,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "region_a = ipqr.Query('ATL08', [-73.9, 10.7, -73.4, 11.1], ['2018-12-01','2019-09-01'], \\\n",
+    "region_a = ipx.Query('ATL08', [-73.9, 10.7, -73.4, 11.1], ['2018-12-01','2019-09-01'], \\\n",
     "                          start_time='00:00:00', end_time='23:59:59')"
    ]
   },
diff --git a/icepyx/__init__.py b/icepyx/__init__.py
index 84c7f78..c6a0b6d 100644
--- a/icepyx/__init__.py
+++ b/icepyx/__init__.py
@@ -1,1 +1,1 @@
-from .core import query
+from icepyx.core.query import Query
diff --git a/icepyx/core/geospatial.py b/icepyx/core/geospatial.py
index 5e39e50..6e53c0c 100644
--- a/icepyx/core/geospatial.py
+++ b/icepyx/core/geospatial.py
@@ -24,11 +24,11 @@ def geodataframe(extent_type, spatial_extent, file=False):
 
         See Also
         --------
-        icepyx.icesat2data.Icesat2Data
+        icepyx.Query
         
         Examples
         --------
-        >>> reg_a = icepyx.icesat2data.Icesat2Data('ATL06',[-55, 68, -48, 71],['2019-02-20','2019-02-28'])
+        >>> reg_a = icepyx.Query('ATL06',[-55, 68, -48, 71],['2019-02-20','2019-02-28'])
         >>> gdf = geospatial.geodataframe(reg_a.extent_type, reg_a._spat_extent)
         >>> gdf.geometry
         0    POLYGON ((-55.00000 68.00000, -55.00000 71.000...


Test patch:
diff --git a/icepyx/tests/behind_NSIDC_API_login.py b/icepyx/tests/behind_NSIDC_API_login.py
index 7e34fda..9d4bb96 100644
--- a/icepyx/tests/behind_NSIDC_API_login.py
+++ b/icepyx/tests/behind_NSIDC_API_login.py
@@ -1,640 +1,659 @@
-from icepyx import is2class as ipd
+import icepyx as ipx
 import pytest
 import warnings
-#from unittest.mock import patch
-#import mock
-#import builtins
-#import getpass
+
+# from unittest.mock import patch
+# import mock
+# import builtins
+# import getpass
 import os
 
-#test avail data and subsetting success for each input type (kml, shp, list of coords, bbox)
-#check that agent key is added in event of no subsetting
-#check that downloaded data is subset
+# test avail data and subsetting success for each input type (kml, shp, list of coords, bbox)
+# check that agent key is added in event of no subsetting
+# check that downloaded data is subset
+
 
 @pytest.fixture
-def reg_a(scope='module'):
-    return ipd.Icesat2Data('ATL06',[-55, 68, -48, 71],['2019-02-22','2019-02-28'])
+def reg_a(scope="module"):
+    return ipx.Query("ATL06", [-55, 68, -48, 71], ["2019-02-22", "2019-02-28"])
+
+
+# @patch('my_module.__get_input', return_value='y')
 
-#@patch('my_module.__get_input', return_value='y')
 
 @pytest.fixture
-def session(reg_a, scope='module'):
-    return reg_a._start_earthdata_session('icepyx_devteam', 'icepyx.dev@gmail.com', os.getenv('NSIDC_LOGIN'))
+def session(reg_a, scope="module"):
+    return reg_a._start_earthdata_session(
+        "icepyx_devteam", "icepyx.dev@gmail.com", os.getenv("NSIDC_LOGIN")
+    )
+
 
-#QUESTION: should we be testing to make sure the session starts? If so, how? The below doesn't work because the 'requests.sessions.Session' isn't recognized... is this a case where I'd need to have a mock session to compare it to?
+# QUESTION: should we be testing to make sure the session starts? If so, how? The below doesn't work because the 'requests.sessions.Session' isn't recognized... is this a case where I'd need to have a mock session to compare it to?
 # def test_earthdata_session_started(session):
 #     assert isinstance(session, 'requests.sessions.Session')
 
 
 import icepyx.core.is2ref as is2ref
+
 ########## _get_custom_options ##########
-#TestQuestion: should this use a mock rather than an actual call to NSIDC?
-#TestQuestion: is there a better way to deal with this than having the super long dictionary copied here?
+# TestQuestion: should this use a mock rather than an actual call to NSIDC?
+# TestQuestion: is there a better way to deal with this than having the super long dictionary copied here?
 def test_get_custom_options_output(session):
-    obs = is2ref._get_custom_options(session, 'ATL06','002')
-    exp = {'options' : [{'id': 'ICESAT2',
-        'maxGransAsyncRequest': '2000',
-        'maxGransSyncRequest': '100',
-        'spatialSubsetting': 'true',
-        'spatialSubsettingShapefile': 'true',
-        'temporalSubsetting': 'true',
-        'type': 'both'}],
-        'fileformats' : ['TABULAR_ASCII', 'NetCDF4-CF', 'Shapefile', 'NetCDF-3'],
-        'formatreproj' : [],
-        'reprojectionONLY' : ['TABULAR_ASCII', 'NetCDF4-CF', 'Shapefile', 'NetCDF-3', 'No reformatting'],
-        'noproj' : [],
-        'variables' :
-        ['ancillary_data/atlas_sdp_gps_epoch',
-        'ancillary_data/control',
-        'ancillary_data/data_end_utc',
-        'ancillary_data/data_start_utc',
-        'ancillary_data/end_cycle',
-        'ancillary_data/end_delta_time',
-        'ancillary_data/end_geoseg',
-        'ancillary_data/end_gpssow',
-        'ancillary_data/end_gpsweek',
-        'ancillary_data/end_orbit',
-        'ancillary_data/end_region',
-        'ancillary_data/end_rgt',
-        'ancillary_data/granule_end_utc',
-        'ancillary_data/granule_start_utc',
-        'ancillary_data/qa_at_interval',
-        'ancillary_data/release',
-        'ancillary_data/start_cycle',
-        'ancillary_data/start_delta_time',
-        'ancillary_data/start_geoseg',
-        'ancillary_data/start_gpssow',
-        'ancillary_data/start_gpsweek',
-        'ancillary_data/start_orbit',
-        'ancillary_data/start_region',
-        'ancillary_data/start_rgt',
-        'ancillary_data/version',
-        'ancillary_data/land_ice/dt_hist',
-        'ancillary_data/land_ice/fit_maxiter',
-        'ancillary_data/land_ice/fpb_maxiter',
-        'ancillary_data/land_ice/maxiter',
-        'ancillary_data/land_ice/max_res_ids',
-        'ancillary_data/land_ice/min_dist',
-        'ancillary_data/land_ice/min_gain_th',
-        'ancillary_data/land_ice/min_n_pe',
-        'ancillary_data/land_ice/min_n_sel',
-        'ancillary_data/land_ice/min_signal_conf',
-        'ancillary_data/land_ice/n_hist',
-        'ancillary_data/land_ice/nhist_bins',
-        'ancillary_data/land_ice/n_sigmas',
-        'ancillary_data/land_ice/proc_interval',
-        'ancillary_data/land_ice/rbin_width',
-        'ancillary_data/land_ice/sigma_beam',
-        'ancillary_data/land_ice/sigma_tx',
-        'ancillary_data/land_ice/t_dead',
-        'ancillary_data/land_ice/win_nsig',
-        'gt1l/land_ice_segments/atl06_quality_summary',
-        'gt1l/land_ice_segments/delta_time',
-        'gt1l/land_ice_segments/h_li',
-        'gt1l/land_ice_segments/h_li_sigma',
-        'gt1l/land_ice_segments/latitude',
-        'gt1l/land_ice_segments/longitude',
-        'gt1l/land_ice_segments/segment_id',
-        'gt1l/land_ice_segments/sigma_geo_h',
-        'gt1l/land_ice_segments/bias_correction/fpb_mean_corr',
-        'gt1l/land_ice_segments/bias_correction/fpb_mean_corr_sigma',
-        'gt1l/land_ice_segments/bias_correction/fpb_med_corr',
-        'gt1l/land_ice_segments/bias_correction/fpb_med_corr_sigma',
-        'gt1l/land_ice_segments/bias_correction/fpb_n_corr',
-        'gt1l/land_ice_segments/bias_correction/med_r_fit',
-        'gt1l/land_ice_segments/bias_correction/tx_mean_corr',
-        'gt1l/land_ice_segments/bias_correction/tx_med_corr',
-        'gt1l/land_ice_segments/dem/dem_flag',
-        'gt1l/land_ice_segments/dem/dem_h',
-        'gt1l/land_ice_segments/dem/geoid_h',
-        'gt1l/land_ice_segments/fit_statistics/dh_fit_dx',
-        'gt1l/land_ice_segments/fit_statistics/dh_fit_dx_sigma',
-        'gt1l/land_ice_segments/fit_statistics/dh_fit_dy',
-        'gt1l/land_ice_segments/fit_statistics/h_expected_rms',
-        'gt1l/land_ice_segments/fit_statistics/h_mean',
-        'gt1l/land_ice_segments/fit_statistics/h_rms_misfit',
-        'gt1l/land_ice_segments/fit_statistics/h_robust_sprd',
-        'gt1l/land_ice_segments/fit_statistics/n_fit_photons',
-        'gt1l/land_ice_segments/fit_statistics/n_seg_pulses',
-        'gt1l/land_ice_segments/fit_statistics/sigma_h_mean',
-        'gt1l/land_ice_segments/fit_statistics/signal_selection_source',
-        'gt1l/land_ice_segments/fit_statistics/signal_selection_source_status',
-        'gt1l/land_ice_segments/fit_statistics/snr',
-        'gt1l/land_ice_segments/fit_statistics/snr_significance',
-        'gt1l/land_ice_segments/fit_statistics/w_surface_window_final',
-        'gt1l/land_ice_segments/geophysical/bckgrd',
-        'gt1l/land_ice_segments/geophysical/bsnow_conf',
-        'gt1l/land_ice_segments/geophysical/bsnow_h',
-        'gt1l/land_ice_segments/geophysical/bsnow_od',
-        'gt1l/land_ice_segments/geophysical/cloud_flg_asr',
-        'gt1l/land_ice_segments/geophysical/cloud_flg_atm',
-        'gt1l/land_ice_segments/geophysical/dac',
-        'gt1l/land_ice_segments/geophysical/e_bckgrd',
-        'gt1l/land_ice_segments/geophysical/msw_flag',
-        'gt1l/land_ice_segments/geophysical/neutat_delay_total',
-        'gt1l/land_ice_segments/geophysical/r_eff',
-        'gt1l/land_ice_segments/geophysical/solar_azimuth',
-        'gt1l/land_ice_segments/geophysical/solar_elevation',
-        'gt1l/land_ice_segments/geophysical/tide_earth',
-        'gt1l/land_ice_segments/geophysical/tide_equilibrium',
-        'gt1l/land_ice_segments/geophysical/tide_load',
-        'gt1l/land_ice_segments/geophysical/tide_ocean',
-        'gt1l/land_ice_segments/geophysical/tide_pole',
-        'gt1l/land_ice_segments/ground_track/ref_azimuth',
-        'gt1l/land_ice_segments/ground_track/ref_coelv',
-        'gt1l/land_ice_segments/ground_track/seg_azimuth',
-        'gt1l/land_ice_segments/ground_track/sigma_geo_at',
-        'gt1l/land_ice_segments/ground_track/sigma_geo_xt',
-        'gt1l/land_ice_segments/ground_track/x_atc',
-        'gt1l/land_ice_segments/ground_track/y_atc',
-        'gt1l/residual_histogram/bckgrd_per_bin',
-        'gt1l/residual_histogram/count',
-        'gt1l/residual_histogram/delta_time',
-        'gt1l/residual_histogram/dh',
-        'gt1l/residual_histogram/ds_segment_id',
-        'gt1l/residual_histogram/lat_mean',
-        'gt1l/residual_histogram/lon_mean',
-        'gt1l/residual_histogram/pulse_count',
-        'gt1l/residual_histogram/segment_id_list',
-        'gt1l/residual_histogram/x_atc_mean',
-        'gt1l/segment_quality/delta_time',
-        'gt1l/segment_quality/record_number',
-        'gt1l/segment_quality/reference_pt_lat',
-        'gt1l/segment_quality/reference_pt_lon',
-        'gt1l/segment_quality/segment_id',
-        'gt1l/segment_quality/signal_selection_source',
-        'gt1l/segment_quality/signal_selection_status/signal_selection_status_all',
-        'gt1l/segment_quality/signal_selection_status/signal_selection_status_backup',
-        'gt1l/segment_quality/signal_selection_status/signal_selection_status_confident',
-        'gt1r/land_ice_segments/atl06_quality_summary',
-        'gt1r/land_ice_segments/delta_time',
-        'gt1r/land_ice_segments/h_li',
-        'gt1r/land_ice_segments/h_li_sigma',
-        'gt1r/land_ice_segments/latitude',
-        'gt1r/land_ice_segments/longitude',
-        'gt1r/land_ice_segments/segment_id',
-        'gt1r/land_ice_segments/sigma_geo_h',
-        'gt1r/land_ice_segments/bias_correction/fpb_mean_corr',
-        'gt1r/land_ice_segments/bias_correction/fpb_mean_corr_sigma',
-        'gt1r/land_ice_segments/bias_correction/fpb_med_corr',
-        'gt1r/land_ice_segments/bias_correction/fpb_med_corr_sigma',
-        'gt1r/land_ice_segments/bias_correction/fpb_n_corr',
-        'gt1r/land_ice_segments/bias_correction/med_r_fit',
-        'gt1r/land_ice_segments/bias_correction/tx_mean_corr',
-        'gt1r/land_ice_segments/bias_correction/tx_med_corr',
-        'gt1r/land_ice_segments/dem/dem_flag',
-        'gt1r/land_ice_segments/dem/dem_h',
-        'gt1r/land_ice_segments/dem/geoid_h',
-        'gt1r/land_ice_segments/fit_statistics/dh_fit_dx',
-        'gt1r/land_ice_segments/fit_statistics/dh_fit_dx_sigma',
-        'gt1r/land_ice_segments/fit_statistics/dh_fit_dy',
-        'gt1r/land_ice_segments/fit_statistics/h_expected_rms',
-        'gt1r/land_ice_segments/fit_statistics/h_mean',
-        'gt1r/land_ice_segments/fit_statistics/h_rms_misfit',
-        'gt1r/land_ice_segments/fit_statistics/h_robust_sprd',
-        'gt1r/land_ice_segments/fit_statistics/n_fit_photons',
-        'gt1r/land_ice_segments/fit_statistics/n_seg_pulses',
-        'gt1r/land_ice_segments/fit_statistics/sigma_h_mean',
-        'gt1r/land_ice_segments/fit_statistics/signal_selection_source',
-        'gt1r/land_ice_segments/fit_statistics/signal_selection_source_status',
-        'gt1r/land_ice_segments/fit_statistics/snr',
-        'gt1r/land_ice_segments/fit_statistics/snr_significance',
-        'gt1r/land_ice_segments/fit_statistics/w_surface_window_final',
-        'gt1r/land_ice_segments/geophysical/bckgrd',
-        'gt1r/land_ice_segments/geophysical/bsnow_conf',
-        'gt1r/land_ice_segments/geophysical/bsnow_h',
-        'gt1r/land_ice_segments/geophysical/bsnow_od',
-        'gt1r/land_ice_segments/geophysical/cloud_flg_asr',
-        'gt1r/land_ice_segments/geophysical/cloud_flg_atm',
-        'gt1r/land_ice_segments/geophysical/dac',
-        'gt1r/land_ice_segments/geophysical/e_bckgrd',
-        'gt1r/land_ice_segments/geophysical/msw_flag',
-        'gt1r/land_ice_segments/geophysical/neutat_delay_total',
-        'gt1r/land_ice_segments/geophysical/r_eff',
-        'gt1r/land_ice_segments/geophysical/solar_azimuth',
-        'gt1r/land_ice_segments/geophysical/solar_elevation',
-        'gt1r/land_ice_segments/geophysical/tide_earth',
-        'gt1r/land_ice_segments/geophysical/tide_equilibrium',
-        'gt1r/land_ice_segments/geophysical/tide_load',
-        'gt1r/land_ice_segments/geophysical/tide_ocean',
-        'gt1r/land_ice_segments/geophysical/tide_pole',
-        'gt1r/land_ice_segments/ground_track/ref_azimuth',
-        'gt1r/land_ice_segments/ground_track/ref_coelv',
-        'gt1r/land_ice_segments/ground_track/seg_azimuth',
-        'gt1r/land_ice_segments/ground_track/sigma_geo_at',
-        'gt1r/land_ice_segments/ground_track/sigma_geo_xt',
-        'gt1r/land_ice_segments/ground_track/x_atc',
-        'gt1r/land_ice_segments/ground_track/y_atc',
-        'gt1r/residual_histogram/bckgrd_per_bin',
-        'gt1r/residual_histogram/count',
-        'gt1r/residual_histogram/delta_time',
-        'gt1r/residual_histogram/dh',
-        'gt1r/residual_histogram/ds_segment_id',
-        'gt1r/residual_histogram/lat_mean',
-        'gt1r/residual_histogram/lon_mean',
-        'gt1r/residual_histogram/pulse_count',
-        'gt1r/residual_histogram/segment_id_list',
-        'gt1r/residual_histogram/x_atc_mean',
-        'gt1r/segment_quality/delta_time',
-        'gt1r/segment_quality/record_number',
-        'gt1r/segment_quality/reference_pt_lat',
-        'gt1r/segment_quality/reference_pt_lon',
-        'gt1r/segment_quality/segment_id',
-        'gt1r/segment_quality/signal_selection_source',
-        'gt1r/segment_quality/signal_selection_status/signal_selection_status_all',
-        'gt1r/segment_quality/signal_selection_status/signal_selection_status_backup',
-        'gt1r/segment_quality/signal_selection_status/signal_selection_status_confident',
-        'gt2l/land_ice_segments/atl06_quality_summary',
-        'gt2l/land_ice_segments/delta_time',
-        'gt2l/land_ice_segments/h_li',
-        'gt2l/land_ice_segments/h_li_sigma',
-        'gt2l/land_ice_segments/latitude',
-        'gt2l/land_ice_segments/longitude',
-        'gt2l/land_ice_segments/segment_id',
-        'gt2l/land_ice_segments/sigma_geo_h',
-        'gt2l/land_ice_segments/bias_correction/fpb_mean_corr',
-        'gt2l/land_ice_segments/bias_correction/fpb_mean_corr_sigma',
-        'gt2l/land_ice_segments/bias_correction/fpb_med_corr',
-        'gt2l/land_ice_segments/bias_correction/fpb_med_corr_sigma',
-        'gt2l/land_ice_segments/bias_correction/fpb_n_corr',
-        'gt2l/land_ice_segments/bias_correction/med_r_fit',
-        'gt2l/land_ice_segments/bias_correction/tx_mean_corr',
-        'gt2l/land_ice_segments/bias_correction/tx_med_corr',
-        'gt2l/land_ice_segments/dem/dem_flag',
-        'gt2l/land_ice_segments/dem/dem_h',
-        'gt2l/land_ice_segments/dem/geoid_h',
-        'gt2l/land_ice_segments/fit_statistics/dh_fit_dx',
-        'gt2l/land_ice_segments/fit_statistics/dh_fit_dx_sigma',
-        'gt2l/land_ice_segments/fit_statistics/dh_fit_dy',
-        'gt2l/land_ice_segments/fit_statistics/h_expected_rms',
-        'gt2l/land_ice_segments/fit_statistics/h_mean',
-        'gt2l/land_ice_segments/fit_statistics/h_rms_misfit',
-        'gt2l/land_ice_segments/fit_statistics/h_robust_sprd',
-        'gt2l/land_ice_segments/fit_statistics/n_fit_photons',
-        'gt2l/land_ice_segments/fit_statistics/n_seg_pulses',
-        'gt2l/land_ice_segments/fit_statistics/sigma_h_mean',
-        'gt2l/land_ice_segments/fit_statistics/signal_selection_source',
-        'gt2l/land_ice_segments/fit_statistics/signal_selection_source_status',
-        'gt2l/land_ice_segments/fit_statistics/snr',
-        'gt2l/land_ice_segments/fit_statistics/snr_significance',
-        'gt2l/land_ice_segments/fit_statistics/w_surface_window_final',
-        'gt2l/land_ice_segments/geophysical/bckgrd',
-        'gt2l/land_ice_segments/geophysical/bsnow_conf',
-        'gt2l/land_ice_segments/geophysical/bsnow_h',
-        'gt2l/land_ice_segments/geophysical/bsnow_od',
-        'gt2l/land_ice_segments/geophysical/cloud_flg_asr',
-        'gt2l/land_ice_segments/geophysical/cloud_flg_atm',
-        'gt2l/land_ice_segments/geophysical/dac',
-        'gt2l/land_ice_segments/geophysical/e_bckgrd',
-        'gt2l/land_ice_segments/geophysical/msw_flag',
-        'gt2l/land_ice_segments/geophysical/neutat_delay_total',
-        'gt2l/land_ice_segments/geophysical/r_eff',
-        'gt2l/land_ice_segments/geophysical/solar_azimuth',
-        'gt2l/land_ice_segments/geophysical/solar_elevation',
-        'gt2l/land_ice_segments/geophysical/tide_earth',
-        'gt2l/land_ice_segments/geophysical/tide_equilibrium',
-        'gt2l/land_ice_segments/geophysical/tide_load',
-        'gt2l/land_ice_segments/geophysical/tide_ocean',
-        'gt2l/land_ice_segments/geophysical/tide_pole',
-        'gt2l/land_ice_segments/ground_track/ref_azimuth',
-        'gt2l/land_ice_segments/ground_track/ref_coelv',
-        'gt2l/land_ice_segments/ground_track/seg_azimuth',
-        'gt2l/land_ice_segments/ground_track/sigma_geo_at',
-        'gt2l/land_ice_segments/ground_track/sigma_geo_xt',
-        'gt2l/land_ice_segments/ground_track/x_atc',
-        'gt2l/land_ice_segments/ground_track/y_atc',
-        'gt2l/residual_histogram/bckgrd_per_bin',
-        'gt2l/residual_histogram/count',
-        'gt2l/residual_histogram/delta_time',
-        'gt2l/residual_histogram/dh',
-        'gt2l/residual_histogram/ds_segment_id',
-        'gt2l/residual_histogram/lat_mean',
-        'gt2l/residual_histogram/lon_mean',
-        'gt2l/residual_histogram/pulse_count',
-        'gt2l/residual_histogram/segment_id_list',
-        'gt2l/residual_histogram/x_atc_mean',
-        'gt2l/segment_quality/delta_time',
-        'gt2l/segment_quality/record_number',
-        'gt2l/segment_quality/reference_pt_lat',
-        'gt2l/segment_quality/reference_pt_lon',
-        'gt2l/segment_quality/segment_id',
-        'gt2l/segment_quality/signal_selection_source',
-        'gt2l/segment_quality/signal_selection_status/signal_selection_status_all',
-        'gt2l/segment_quality/signal_selection_status/signal_selection_status_backup',
-        'gt2l/segment_quality/signal_selection_status/signal_selection_status_confident',
-        'gt2r/land_ice_segments/atl06_quality_summary',
-        'gt2r/land_ice_segments/delta_time',
-        'gt2r/land_ice_segments/h_li',
-        'gt2r/land_ice_segments/h_li_sigma',
-        'gt2r/land_ice_segments/latitude',
-        'gt2r/land_ice_segments/longitude',
-        'gt2r/land_ice_segments/segment_id',
-        'gt2r/land_ice_segments/sigma_geo_h',
-        'gt2r/land_ice_segments/bias_correction/fpb_mean_corr',
-        'gt2r/land_ice_segments/bias_correction/fpb_mean_corr_sigma',
-        'gt2r/land_ice_segments/bias_correction/fpb_med_corr',
-        'gt2r/land_ice_segments/bias_correction/fpb_med_corr_sigma',
-        'gt2r/land_ice_segments/bias_correction/fpb_n_corr',
-        'gt2r/land_ice_segments/bias_correction/med_r_fit',
-        'gt2r/land_ice_segments/bias_correction/tx_mean_corr',
-        'gt2r/land_ice_segments/bias_correction/tx_med_corr',
-        'gt2r/land_ice_segments/dem/dem_flag',
-        'gt2r/land_ice_segments/dem/dem_h',
-        'gt2r/land_ice_segments/dem/geoid_h',
-        'gt2r/land_ice_segments/fit_statistics/dh_fit_dx',
-        'gt2r/land_ice_segments/fit_statistics/dh_fit_dx_sigma',
-        'gt2r/land_ice_segments/fit_statistics/dh_fit_dy',
-        'gt2r/land_ice_segments/fit_statistics/h_expected_rms',
-        'gt2r/land_ice_segments/fit_statistics/h_mean',
-        'gt2r/land_ice_segments/fit_statistics/h_rms_misfit',
-        'gt2r/land_ice_segments/fit_statistics/h_robust_sprd',
-        'gt2r/land_ice_segments/fit_statistics/n_fit_photons',
-        'gt2r/land_ice_segments/fit_statistics/n_seg_pulses',
-        'gt2r/land_ice_segments/fit_statistics/sigma_h_mean',
-        'gt2r/land_ice_segments/fit_statistics/signal_selection_source',
-        'gt2r/land_ice_segments/fit_statistics/signal_selection_source_status',
-        'gt2r/land_ice_segments/fit_statistics/snr',
-        'gt2r/land_ice_segments/fit_statistics/snr_significance',
-        'gt2r/land_ice_segments/fit_statistics/w_surface_window_final',
-        'gt2r/land_ice_segments/geophysical/bckgrd',
-        'gt2r/land_ice_segments/geophysical/bsnow_conf',
-        'gt2r/land_ice_segments/geophysical/bsnow_h',
-        'gt2r/land_ice_segments/geophysical/bsnow_od',
-        'gt2r/land_ice_segments/geophysical/cloud_flg_asr',
-        'gt2r/land_ice_segments/geophysical/cloud_flg_atm',
-        'gt2r/land_ice_segments/geophysical/dac',
-        'gt2r/land_ice_segments/geophysical/e_bckgrd',
-        'gt2r/land_ice_segments/geophysical/msw_flag',
-        'gt2r/land_ice_segments/geophysical/neutat_delay_total',
-        'gt2r/land_ice_segments/geophysical/r_eff',
-        'gt2r/land_ice_segments/geophysical/solar_azimuth',
-        'gt2r/land_ice_segments/geophysical/solar_elevation',
-        'gt2r/land_ice_segments/geophysical/tide_earth',
-        'gt2r/land_ice_segments/geophysical/tide_equilibrium',
-        'gt2r/land_ice_segments/geophysical/tide_load',
-        'gt2r/land_ice_segments/geophysical/tide_ocean',
-        'gt2r/land_ice_segments/geophysical/tide_pole',
-        'gt2r/land_ice_segments/ground_track/ref_azimuth',
-        'gt2r/land_ice_segments/ground_track/ref_coelv',
-        'gt2r/land_ice_segments/ground_track/seg_azimuth',
-        'gt2r/land_ice_segments/ground_track/sigma_geo_at',
-        'gt2r/land_ice_segments/ground_track/sigma_geo_xt',
-        'gt2r/land_ice_segments/ground_track/x_atc',
-        'gt2r/land_ice_segments/ground_track/y_atc',
-        'gt2r/residual_histogram/bckgrd_per_bin',
-        'gt2r/residual_histogram/count',
-        'gt2r/residual_histogram/delta_time',
-        'gt2r/residual_histogram/dh',
-        'gt2r/residual_histogram/ds_segment_id',
-        'gt2r/residual_histogram/lat_mean',
-        'gt2r/residual_histogram/lon_mean',
-        'gt2r/residual_histogram/pulse_count',
-        'gt2r/residual_histogram/segment_id_list',
-        'gt2r/residual_histogram/x_atc_mean',
-        'gt2r/segment_quality/delta_time',
-        'gt2r/segment_quality/record_number',
-        'gt2r/segment_quality/reference_pt_lat',
-        'gt2r/segment_quality/reference_pt_lon',
-        'gt2r/segment_quality/segment_id',
-        'gt2r/segment_quality/signal_selection_source',
-        'gt2r/segment_quality/signal_selection_status/signal_selection_status_all',
-        'gt2r/segment_quality/signal_selection_status/signal_selection_status_backup',
-        'gt2r/segment_quality/signal_selection_status/signal_selection_status_confident',
-        'gt3l/land_ice_segments/atl06_quality_summary',
-        'gt3l/land_ice_segments/delta_time',
-        'gt3l/land_ice_segments/h_li',
-        'gt3l/land_ice_segments/h_li_sigma',
-        'gt3l/land_ice_segments/latitude',
-        'gt3l/land_ice_segments/longitude',
-        'gt3l/land_ice_segments/segment_id',
-        'gt3l/land_ice_segments/sigma_geo_h',
-        'gt3l/land_ice_segments/bias_correction/fpb_mean_corr',
-        'gt3l/land_ice_segments/bias_correction/fpb_mean_corr_sigma',
-        'gt3l/land_ice_segments/bias_correction/fpb_med_corr',
-        'gt3l/land_ice_segments/bias_correction/fpb_med_corr_sigma',
-        'gt3l/land_ice_segments/bias_correction/fpb_n_corr',
-        'gt3l/land_ice_segments/bias_correction/med_r_fit',
-        'gt3l/land_ice_segments/bias_correction/tx_mean_corr',
-        'gt3l/land_ice_segments/bias_correction/tx_med_corr',
-        'gt3l/land_ice_segments/dem/dem_flag',
-        'gt3l/land_ice_segments/dem/dem_h',
-        'gt3l/land_ice_segments/dem/geoid_h',
-        'gt3l/land_ice_segments/fit_statistics/dh_fit_dx',
-        'gt3l/land_ice_segments/fit_statistics/dh_fit_dx_sigma',
-        'gt3l/land_ice_segments/fit_statistics/dh_fit_dy',
-        'gt3l/land_ice_segments/fit_statistics/h_expected_rms',
-        'gt3l/land_ice_segments/fit_statistics/h_mean',
-        'gt3l/land_ice_segments/fit_statistics/h_rms_misfit',
-        'gt3l/land_ice_segments/fit_statistics/h_robust_sprd',
-        'gt3l/land_ice_segments/fit_statistics/n_fit_photons',
-        'gt3l/land_ice_segments/fit_statistics/n_seg_pulses',
-        'gt3l/land_ice_segments/fit_statistics/sigma_h_mean',
-        'gt3l/land_ice_segments/fit_statistics/signal_selection_source',
-        'gt3l/land_ice_segments/fit_statistics/signal_selection_source_status',
-        'gt3l/land_ice_segments/fit_statistics/snr',
-        'gt3l/land_ice_segments/fit_statistics/snr_significance',
-        'gt3l/land_ice_segments/fit_statistics/w_surface_window_final',
-        'gt3l/land_ice_segments/geophysical/bckgrd',
-        'gt3l/land_ice_segments/geophysical/bsnow_conf',
-        'gt3l/land_ice_segments/geophysical/bsnow_h',
-        'gt3l/land_ice_segments/geophysical/bsnow_od',
-        'gt3l/land_ice_segments/geophysical/cloud_flg_asr',
-        'gt3l/land_ice_segments/geophysical/cloud_flg_atm',
-        'gt3l/land_ice_segments/geophysical/dac',
-        'gt3l/land_ice_segments/geophysical/e_bckgrd',
-        'gt3l/land_ice_segments/geophysical/msw_flag',
-        'gt3l/land_ice_segments/geophysical/neutat_delay_total',
-        'gt3l/land_ice_segments/geophysical/r_eff',
-        'gt3l/land_ice_segments/geophysical/solar_azimuth',
-        'gt3l/land_ice_segments/geophysical/solar_elevation',
-        'gt3l/land_ice_segments/geophysical/tide_earth',
-        'gt3l/land_ice_segments/geophysical/tide_equilibrium',
-        'gt3l/land_ice_segments/geophysical/tide_load',
-        'gt3l/land_ice_segments/geophysical/tide_ocean',
-        'gt3l/land_ice_segments/geophysical/tide_pole',
-        'gt3l/land_ice_segments/ground_track/ref_azimuth',
-        'gt3l/land_ice_segments/ground_track/ref_coelv',
-        'gt3l/land_ice_segments/ground_track/seg_azimuth',
-        'gt3l/land_ice_segments/ground_track/sigma_geo_at',
-        'gt3l/land_ice_segments/ground_track/sigma_geo_xt',
-        'gt3l/land_ice_segments/ground_track/x_atc',
-        'gt3l/land_ice_segments/ground_track/y_atc',
-        'gt3l/residual_histogram/bckgrd_per_bin',
-        'gt3l/residual_histogram/count',
-        'gt3l/residual_histogram/delta_time',
-        'gt3l/residual_histogram/dh',
-        'gt3l/residual_histogram/ds_segment_id',
-        'gt3l/residual_histogram/lat_mean',
-        'gt3l/residual_histogram/lon_mean',
-        'gt3l/residual_histogram/pulse_count',
-        'gt3l/residual_histogram/segment_id_list',
-        'gt3l/residual_histogram/x_atc_mean',
-        'gt3l/segment_quality/delta_time',
-        'gt3l/segment_quality/record_number',
-        'gt3l/segment_quality/reference_pt_lat',
-        'gt3l/segment_quality/reference_pt_lon',
-        'gt3l/segment_quality/segment_id',
-        'gt3l/segment_quality/signal_selection_source',
-        'gt3l/segment_quality/signal_selection_status/signal_selection_status_all',
-        'gt3l/segment_quality/signal_selection_status/signal_selection_status_backup',
-        'gt3l/segment_quality/signal_selection_status/signal_selection_status_confident',
-        'gt3r/land_ice_segments/atl06_quality_summary',
-        'gt3r/land_ice_segments/delta_time',
-        'gt3r/land_ice_segments/h_li',
-        'gt3r/land_ice_segments/h_li_sigma',
-        'gt3r/land_ice_segments/latitude',
-        'gt3r/land_ice_segments/longitude',
-        'gt3r/land_ice_segments/segment_id',
-        'gt3r/land_ice_segments/sigma_geo_h',
-        'gt3r/land_ice_segments/bias_correction/fpb_mean_corr',
-        'gt3r/land_ice_segments/bias_correction/fpb_mean_corr_sigma',
-        'gt3r/land_ice_segments/bias_correction/fpb_med_corr',
-        'gt3r/land_ice_segments/bias_correction/fpb_med_corr_sigma',
-        'gt3r/land_ice_segments/bias_correction/fpb_n_corr',
-        'gt3r/land_ice_segments/bias_correction/med_r_fit',
-        'gt3r/land_ice_segments/bias_correction/tx_mean_corr',
-        'gt3r/land_ice_segments/bias_correction/tx_med_corr',
-        'gt3r/land_ice_segments/dem/dem_flag',
-        'gt3r/land_ice_segments/dem/dem_h',
-        'gt3r/land_ice_segments/dem/geoid_h',
-        'gt3r/land_ice_segments/fit_statistics/dh_fit_dx',
-        'gt3r/land_ice_segments/fit_statistics/dh_fit_dx_sigma',
-        'gt3r/land_ice_segments/fit_statistics/dh_fit_dy',
-        'gt3r/land_ice_segments/fit_statistics/h_expected_rms',
-        'gt3r/land_ice_segments/fit_statistics/h_mean',
-        'gt3r/land_ice_segments/fit_statistics/h_rms_misfit',
-        'gt3r/land_ice_segments/fit_statistics/h_robust_sprd',
-        'gt3r/land_ice_segments/fit_statistics/n_fit_photons',
-        'gt3r/land_ice_segments/fit_statistics/n_seg_pulses',
-        'gt3r/land_ice_segments/fit_statistics/sigma_h_mean',
-        'gt3r/land_ice_segments/fit_statistics/signal_selection_source',
-        'gt3r/land_ice_segments/fit_statistics/signal_selection_source_status',
-        'gt3r/land_ice_segments/fit_statistics/snr',
-        'gt3r/land_ice_segments/fit_statistics/snr_significance',
-        'gt3r/land_ice_segments/fit_statistics/w_surface_window_final',
-        'gt3r/land_ice_segments/geophysical/bckgrd',
-        'gt3r/land_ice_segments/geophysical/bsnow_conf',
-        'gt3r/land_ice_segments/geophysical/bsnow_h',
-        'gt3r/land_ice_segments/geophysical/bsnow_od',
-        'gt3r/land_ice_segments/geophysical/cloud_flg_asr',
-        'gt3r/land_ice_segments/geophysical/cloud_flg_atm',
-        'gt3r/land_ice_segments/geophysical/dac',
-        'gt3r/land_ice_segments/geophysical/e_bckgrd',
-        'gt3r/land_ice_segments/geophysical/msw_flag',
-        'gt3r/land_ice_segments/geophysical/neutat_delay_total',
-        'gt3r/land_ice_segments/geophysical/r_eff',
-        'gt3r/land_ice_segments/geophysical/solar_azimuth',
-        'gt3r/land_ice_segments/geophysical/solar_elevation',
-        'gt3r/land_ice_segments/geophysical/tide_earth',
-        'gt3r/land_ice_segments/geophysical/tide_equilibrium',
-        'gt3r/land_ice_segments/geophysical/tide_load',
-        'gt3r/land_ice_segments/geophysical/tide_ocean',
-        'gt3r/land_ice_segments/geophysical/tide_pole',
-        'gt3r/land_ice_segments/ground_track/ref_azimuth',
-        'gt3r/land_ice_segments/ground_track/ref_coelv',
-        'gt3r/land_ice_segments/ground_track/seg_azimuth',
-        'gt3r/land_ice_segments/ground_track/sigma_geo_at',
-        'gt3r/land_ice_segments/ground_track/sigma_geo_xt',
-        'gt3r/land_ice_segments/ground_track/x_atc',
-        'gt3r/land_ice_segments/ground_track/y_atc',
-        'gt3r/residual_histogram/bckgrd_per_bin',
-        'gt3r/residual_histogram/count',
-        'gt3r/residual_histogram/delta_time',
-        'gt3r/residual_histogram/dh',
-        'gt3r/residual_histogram/ds_segment_id',
-        'gt3r/residual_histogram/lat_mean',
-        'gt3r/residual_histogram/lon_mean',
-        'gt3r/residual_histogram/pulse_count',
-        'gt3r/residual_histogram/segment_id_list',
-        'gt3r/residual_histogram/x_atc_mean',
-        'gt3r/segment_quality/delta_time',
-        'gt3r/segment_quality/record_number',
-        'gt3r/segment_quality/reference_pt_lat',
-        'gt3r/segment_quality/reference_pt_lon',
-        'gt3r/segment_quality/segment_id',
-        'gt3r/segment_quality/signal_selection_source',
-        'gt3r/segment_quality/signal_selection_status/signal_selection_status_all',
-        'gt3r/segment_quality/signal_selection_status/signal_selection_status_backup',
-        'gt3r/segment_quality/signal_selection_status/signal_selection_status_confident',
-        'orbit_info/crossing_time',
-        'orbit_info/cycle_number',
-        'orbit_info/lan',
-        'orbit_info/orbit_number',
-        'orbit_info/rgt',
-        'orbit_info/sc_orient',
-        'orbit_info/sc_orient_time',
-        'quality_assessment/qa_granule_fail_reason',
-        'quality_assessment/qa_granule_pass_fail',
-        'quality_assessment/gt1l/delta_time',
-        'quality_assessment/gt1l/lat_mean',
-        'quality_assessment/gt1l/lon_mean',
-        'quality_assessment/gt1l/signal_selection_source_fraction_0',
-        'quality_assessment/gt1l/signal_selection_source_fraction_1',
-        'quality_assessment/gt1l/signal_selection_source_fraction_2',
-        'quality_assessment/gt1l/signal_selection_source_fraction_3',
-        'quality_assessment/gt1r/delta_time',
-        'quality_assessment/gt1r/lat_mean',
-        'quality_assessment/gt1r/lon_mean',
-        'quality_assessment/gt1r/signal_selection_source_fraction_0',
-        'quality_assessment/gt1r/signal_selection_source_fraction_1',
-        'quality_assessment/gt1r/signal_selection_source_fraction_2',
-        'quality_assessment/gt1r/signal_selection_source_fraction_3',
-        'quality_assessment/gt2l/delta_time',
-        'quality_assessment/gt2l/lat_mean',
-        'quality_assessment/gt2l/lon_mean',
-        'quality_assessment/gt2l/signal_selection_source_fraction_0',
-        'quality_assessment/gt2l/signal_selection_source_fraction_1',
-        'quality_assessment/gt2l/signal_selection_source_fraction_2',
-        'quality_assessment/gt2l/signal_selection_source_fraction_3',
-        'quality_assessment/gt2r/delta_time',
-        'quality_assessment/gt2r/lat_mean',
-        'quality_assessment/gt2r/lon_mean',
-        'quality_assessment/gt2r/signal_selection_source_fraction_0',
-        'quality_assessment/gt2r/signal_selection_source_fraction_1',
-        'quality_assessment/gt2r/signal_selection_source_fraction_2',
-        'quality_assessment/gt2r/signal_selection_source_fraction_3',
-        'quality_assessment/gt3l/delta_time',
-        'quality_assessment/gt3l/lat_mean',
-        'quality_assessment/gt3l/lon_mean',
-        'quality_assessment/gt3l/signal_selection_source_fraction_0',
-        'quality_assessment/gt3l/signal_selection_source_fraction_1',
-        'quality_assessment/gt3l/signal_selection_source_fraction_2',
-        'quality_assessment/gt3l/signal_selection_source_fraction_3',
-        'quality_assessment/gt3r/delta_time',
-        'quality_assessment/gt3r/lat_mean',
-        'quality_assessment/gt3r/lon_mean',
-        'quality_assessment/gt3r/signal_selection_source_fraction_0',
-        'quality_assessment/gt3r/signal_selection_source_fraction_1',
-        'quality_assessment/gt3r/signal_selection_source_fraction_2',
-        'quality_assessment/gt3r/signal_selection_source_fraction_3']}
+    obs = is2ref._get_custom_options(session, "ATL06", "002")
+    exp = {
+        "options": [
+            {
+                "id": "ICESAT2",
+                "maxGransAsyncRequest": "2000",
+                "maxGransSyncRequest": "100",
+                "spatialSubsetting": "true",
+                "spatialSubsettingShapefile": "true",
+                "temporalSubsetting": "true",
+                "type": "both",
+            }
+        ],
+        "fileformats": ["TABULAR_ASCII", "NetCDF4-CF", "Shapefile", "NetCDF-3"],
+        "formatreproj": [],
+        "reprojectionONLY": [
+            "TABULAR_ASCII",
+            "NetCDF4-CF",
+            "Shapefile",
+            "NetCDF-3",
+            "No reformatting",
+        ],
+        "noproj": [],
+        "variables": [
+            "ancillary_data/atlas_sdp_gps_epoch",
+            "ancillary_data/control",
+            "ancillary_data/data_end_utc",
+            "ancillary_data/data_start_utc",
+            "ancillary_data/end_cycle",
+            "ancillary_data/end_delta_time",
+            "ancillary_data/end_geoseg",
+            "ancillary_data/end_gpssow",
+            "ancillary_data/end_gpsweek",
+            "ancillary_data/end_orbit",
+            "ancillary_data/end_region",
+            "ancillary_data/end_rgt",
+            "ancillary_data/granule_end_utc",
+            "ancillary_data/granule_start_utc",
+            "ancillary_data/qa_at_interval",
+            "ancillary_data/release",
+            "ancillary_data/start_cycle",
+            "ancillary_data/start_delta_time",
+            "ancillary_data/start_geoseg",
+            "ancillary_data/start_gpssow",
+            "ancillary_data/start_gpsweek",
+            "ancillary_data/start_orbit",
+            "ancillary_data/start_region",
+            "ancillary_data/start_rgt",
+            "ancillary_data/version",
+            "ancillary_data/land_ice/dt_hist",
+            "ancillary_data/land_ice/fit_maxiter",
+            "ancillary_data/land_ice/fpb_maxiter",
+            "ancillary_data/land_ice/maxiter",
+            "ancillary_data/land_ice/max_res_ids",
+            "ancillary_data/land_ice/min_dist",
+            "ancillary_data/land_ice/min_gain_th",
+            "ancillary_data/land_ice/min_n_pe",
+            "ancillary_data/land_ice/min_n_sel",
+            "ancillary_data/land_ice/min_signal_conf",
+            "ancillary_data/land_ice/n_hist",
+            "ancillary_data/land_ice/nhist_bins",
+            "ancillary_data/land_ice/n_sigmas",
+            "ancillary_data/land_ice/proc_interval",
+            "ancillary_data/land_ice/rbin_width",
+            "ancillary_data/land_ice/sigma_beam",
+            "ancillary_data/land_ice/sigma_tx",
+            "ancillary_data/land_ice/t_dead",
+            "ancillary_data/land_ice/win_nsig",
+            "gt1l/land_ice_segments/atl06_quality_summary",
+            "gt1l/land_ice_segments/delta_time",
+            "gt1l/land_ice_segments/h_li",
+            "gt1l/land_ice_segments/h_li_sigma",
+            "gt1l/land_ice_segments/latitude",
+            "gt1l/land_ice_segments/longitude",
+            "gt1l/land_ice_segments/segment_id",
+            "gt1l/land_ice_segments/sigma_geo_h",
+            "gt1l/land_ice_segments/bias_correction/fpb_mean_corr",
+            "gt1l/land_ice_segments/bias_correction/fpb_mean_corr_sigma",
+            "gt1l/land_ice_segments/bias_correction/fpb_med_corr",
+            "gt1l/land_ice_segments/bias_correction/fpb_med_corr_sigma",
+            "gt1l/land_ice_segments/bias_correction/fpb_n_corr",
+            "gt1l/land_ice_segments/bias_correction/med_r_fit",
+            "gt1l/land_ice_segments/bias_correction/tx_mean_corr",
+            "gt1l/land_ice_segments/bias_correction/tx_med_corr",
+            "gt1l/land_ice_segments/dem/dem_flag",
+            "gt1l/land_ice_segments/dem/dem_h",
+            "gt1l/land_ice_segments/dem/geoid_h",
+            "gt1l/land_ice_segments/fit_statistics/dh_fit_dx",
+            "gt1l/land_ice_segments/fit_statistics/dh_fit_dx_sigma",
+            "gt1l/land_ice_segments/fit_statistics/dh_fit_dy",
+            "gt1l/land_ice_segments/fit_statistics/h_expected_rms",
+            "gt1l/land_ice_segments/fit_statistics/h_mean",
+            "gt1l/land_ice_segments/fit_statistics/h_rms_misfit",
+            "gt1l/land_ice_segments/fit_statistics/h_robust_sprd",
+            "gt1l/land_ice_segments/fit_statistics/n_fit_photons",
+            "gt1l/land_ice_segments/fit_statistics/n_seg_pulses",
+            "gt1l/land_ice_segments/fit_statistics/sigma_h_mean",
+            "gt1l/land_ice_segments/fit_statistics/signal_selection_source",
+            "gt1l/land_ice_segments/fit_statistics/signal_selection_source_status",
+            "gt1l/land_ice_segments/fit_statistics/snr",
+            "gt1l/land_ice_segments/fit_statistics/snr_significance",
+            "gt1l/land_ice_segments/fit_statistics/w_surface_window_final",
+            "gt1l/land_ice_segments/geophysical/bckgrd",
+            "gt1l/land_ice_segments/geophysical/bsnow_conf",
+            "gt1l/land_ice_segments/geophysical/bsnow_h",
+            "gt1l/land_ice_segments/geophysical/bsnow_od",
+            "gt1l/land_ice_segments/geophysical/cloud_flg_asr",
+            "gt1l/land_ice_segments/geophysical/cloud_flg_atm",
+            "gt1l/land_ice_segments/geophysical/dac",
+            "gt1l/land_ice_segments/geophysical/e_bckgrd",
+            "gt1l/land_ice_segments/geophysical/msw_flag",
+            "gt1l/land_ice_segments/geophysical/neutat_delay_total",
+            "gt1l/land_ice_segments/geophysical/r_eff",
+            "gt1l/land_ice_segments/geophysical/solar_azimuth",
+            "gt1l/land_ice_segments/geophysical/solar_elevation",
+            "gt1l/land_ice_segments/geophysical/tide_earth",
+            "gt1l/land_ice_segments/geophysical/tide_equilibrium",
+            "gt1l/land_ice_segments/geophysical/tide_load",
+            "gt1l/land_ice_segments/geophysical/tide_ocean",
+            "gt1l/land_ice_segments/geophysical/tide_pole",
+            "gt1l/land_ice_segments/ground_track/ref_azimuth",
+            "gt1l/land_ice_segments/ground_track/ref_coelv",
+            "gt1l/land_ice_segments/ground_track/seg_azimuth",
+            "gt1l/land_ice_segments/ground_track/sigma_geo_at",
+            "gt1l/land_ice_segments/ground_track/sigma_geo_xt",
+            "gt1l/land_ice_segments/ground_track/x_atc",
+            "gt1l/land_ice_segments/ground_track/y_atc",
+            "gt1l/residual_histogram/bckgrd_per_bin",
+            "gt1l/residual_histogram/count",
+            "gt1l/residual_histogram/delta_time",
+            "gt1l/residual_histogram/dh",
+            "gt1l/residual_histogram/ds_segment_id",
+            "gt1l/residual_histogram/lat_mean",
+            "gt1l/residual_histogram/lon_mean",
+            "gt1l/residual_histogram/pulse_count",
+            "gt1l/residual_histogram/segment_id_list",
+            "gt1l/residual_histogram/x_atc_mean",
+            "gt1l/segment_quality/delta_time",
+            "gt1l/segment_quality/record_number",
+            "gt1l/segment_quality/reference_pt_lat",
+            "gt1l/segment_quality/reference_pt_lon",
+            "gt1l/segment_quality/segment_id",
+            "gt1l/segment_quality/signal_selection_source",
+            "gt1l/segment_quality/signal_selection_status/signal_selection_status_all",
+            "gt1l/segment_quality/signal_selection_status/signal_selection_status_backup",
+            "gt1l/segment_quality/signal_selection_status/signal_selection_status_confident",
+            "gt1r/land_ice_segments/atl06_quality_summary",
+            "gt1r/land_ice_segments/delta_time",
+            "gt1r/land_ice_segments/h_li",
+            "gt1r/land_ice_segments/h_li_sigma",
+            "gt1r/land_ice_segments/latitude",
+            "gt1r/land_ice_segments/longitude",
+            "gt1r/land_ice_segments/segment_id",
+            "gt1r/land_ice_segments/sigma_geo_h",
+            "gt1r/land_ice_segments/bias_correction/fpb_mean_corr",
+            "gt1r/land_ice_segments/bias_correction/fpb_mean_corr_sigma",
+            "gt1r/land_ice_segments/bias_correction/fpb_med_corr",
+            "gt1r/land_ice_segments/bias_correction/fpb_med_corr_sigma",
+            "gt1r/land_ice_segments/bias_correction/fpb_n_corr",
+            "gt1r/land_ice_segments/bias_correction/med_r_fit",
+            "gt1r/land_ice_segments/bias_correction/tx_mean_corr",
+            "gt1r/land_ice_segments/bias_correction/tx_med_corr",
+            "gt1r/land_ice_segments/dem/dem_flag",
+            "gt1r/land_ice_segments/dem/dem_h",
+            "gt1r/land_ice_segments/dem/geoid_h",
+            "gt1r/land_ice_segments/fit_statistics/dh_fit_dx",
+            "gt1r/land_ice_segments/fit_statistics/dh_fit_dx_sigma",
+            "gt1r/land_ice_segments/fit_statistics/dh_fit_dy",
+            "gt1r/land_ice_segments/fit_statistics/h_expected_rms",
+            "gt1r/land_ice_segments/fit_statistics/h_mean",
+            "gt1r/land_ice_segments/fit_statistics/h_rms_misfit",
+            "gt1r/land_ice_segments/fit_statistics/h_robust_sprd",
+            "gt1r/land_ice_segments/fit_statistics/n_fit_photons",
+            "gt1r/land_ice_segments/fit_statistics/n_seg_pulses",
+            "gt1r/land_ice_segments/fit_statistics/sigma_h_mean",
+            "gt1r/land_ice_segments/fit_statistics/signal_selection_source",
+            "gt1r/land_ice_segments/fit_statistics/signal_selection_source_status",
+            "gt1r/land_ice_segments/fit_statistics/snr",
+            "gt1r/land_ice_segments/fit_statistics/snr_significance",
+            "gt1r/land_ice_segments/fit_statistics/w_surface_window_final",
+            "gt1r/land_ice_segments/geophysical/bckgrd",
+            "gt1r/land_ice_segments/geophysical/bsnow_conf",
+            "gt1r/land_ice_segments/geophysical/bsnow_h",
+            "gt1r/land_ice_segments/geophysical/bsnow_od",
+            "gt1r/land_ice_segments/geophysical/cloud_flg_asr",
+            "gt1r/land_ice_segments/geophysical/cloud_flg_atm",
+            "gt1r/land_ice_segments/geophysical/dac",
+            "gt1r/land_ice_segments/geophysical/e_bckgrd",
+            "gt1r/land_ice_segments/geophysical/msw_flag",
+            "gt1r/land_ice_segments/geophysical/neutat_delay_total",
+            "gt1r/land_ice_segments/geophysical/r_eff",
+            "gt1r/land_ice_segments/geophysical/solar_azimuth",
+            "gt1r/land_ice_segments/geophysical/solar_elevation",
+            "gt1r/land_ice_segments/geophysical/tide_earth",
+            "gt1r/land_ice_segments/geophysical/tide_equilibrium",
+            "gt1r/land_ice_segments/geophysical/tide_load",
+            "gt1r/land_ice_segments/geophysical/tide_ocean",
+            "gt1r/land_ice_segments/geophysical/tide_pole",
+            "gt1r/land_ice_segments/ground_track/ref_azimuth",
+            "gt1r/land_ice_segments/ground_track/ref_coelv",
+            "gt1r/land_ice_segments/ground_track/seg_azimuth",
+            "gt1r/land_ice_segments/ground_track/sigma_geo_at",
+            "gt1r/land_ice_segments/ground_track/sigma_geo_xt",
+            "gt1r/land_ice_segments/ground_track/x_atc",
+            "gt1r/land_ice_segments/ground_track/y_atc",
+            "gt1r/residual_histogram/bckgrd_per_bin",
+            "gt1r/residual_histogram/count",
+            "gt1r/residual_histogram/delta_time",
+            "gt1r/residual_histogram/dh",
+            "gt1r/residual_histogram/ds_segment_id",
+            "gt1r/residual_histogram/lat_mean",
+            "gt1r/residual_histogram/lon_mean",
+            "gt1r/residual_histogram/pulse_count",
+            "gt1r/residual_histogram/segment_id_list",
+            "gt1r/residual_histogram/x_atc_mean",
+            "gt1r/segment_quality/delta_time",
+            "gt1r/segment_quality/record_number",
+            "gt1r/segment_quality/reference_pt_lat",
+            "gt1r/segment_quality/reference_pt_lon",
+            "gt1r/segment_quality/segment_id",
+            "gt1r/segment_quality/signal_selection_source",
+            "gt1r/segment_quality/signal_selection_status/signal_selection_status_all",
+            "gt1r/segment_quality/signal_selection_status/signal_selection_status_backup",
+            "gt1r/segment_quality/signal_selection_status/signal_selection_status_confident",
+            "gt2l/land_ice_segments/atl06_quality_summary",
+            "gt2l/land_ice_segments/delta_time",
+            "gt2l/land_ice_segments/h_li",
+            "gt2l/land_ice_segments/h_li_sigma",
+            "gt2l/land_ice_segments/latitude",
+            "gt2l/land_ice_segments/longitude",
+            "gt2l/land_ice_segments/segment_id",
+            "gt2l/land_ice_segments/sigma_geo_h",
+            "gt2l/land_ice_segments/bias_correction/fpb_mean_corr",
+            "gt2l/land_ice_segments/bias_correction/fpb_mean_corr_sigma",
+            "gt2l/land_ice_segments/bias_correction/fpb_med_corr",
+            "gt2l/land_ice_segments/bias_correction/fpb_med_corr_sigma",
+            "gt2l/land_ice_segments/bias_correction/fpb_n_corr",
+            "gt2l/land_ice_segments/bias_correction/med_r_fit",
+            "gt2l/land_ice_segments/bias_correction/tx_mean_corr",
+            "gt2l/land_ice_segments/bias_correction/tx_med_corr",
+            "gt2l/land_ice_segments/dem/dem_flag",
+            "gt2l/land_ice_segments/dem/dem_h",
+            "gt2l/land_ice_segments/dem/geoid_h",
+            "gt2l/land_ice_segments/fit_statistics/dh_fit_dx",
+            "gt2l/land_ice_segments/fit_statistics/dh_fit_dx_sigma",
+            "gt2l/land_ice_segments/fit_statistics/dh_fit_dy",
+            "gt2l/land_ice_segments/fit_statistics/h_expected_rms",
+            "gt2l/land_ice_segments/fit_statistics/h_mean",
+            "gt2l/land_ice_segments/fit_statistics/h_rms_misfit",
+            "gt2l/land_ice_segments/fit_statistics/h_robust_sprd",
+            "gt2l/land_ice_segments/fit_statistics/n_fit_photons",
+            "gt2l/land_ice_segments/fit_statistics/n_seg_pulses",
+            "gt2l/land_ice_segments/fit_statistics/sigma_h_mean",
+            "gt2l/land_ice_segments/fit_statistics/signal_selection_source",
+            "gt2l/land_ice_segments/fit_statistics/signal_selection_source_status",
+            "gt2l/land_ice_segments/fit_statistics/snr",
+            "gt2l/land_ice_segments/fit_statistics/snr_significance",
+            "gt2l/land_ice_segments/fit_statistics/w_surface_window_final",
+            "gt2l/land_ice_segments/geophysical/bckgrd",
+            "gt2l/land_ice_segments/geophysical/bsnow_conf",
+            "gt2l/land_ice_segments/geophysical/bsnow_h",
+            "gt2l/land_ice_segments/geophysical/bsnow_od",
+            "gt2l/land_ice_segments/geophysical/cloud_flg_asr",
+            "gt2l/land_ice_segments/geophysical/cloud_flg_atm",
+            "gt2l/land_ice_segments/geophysical/dac",
+            "gt2l/land_ice_segments/geophysical/e_bckgrd",
+            "gt2l/land_ice_segments/geophysical/msw_flag",
+            "gt2l/land_ice_segments/geophysical/neutat_delay_total",
+            "gt2l/land_ice_segments/geophysical/r_eff",
+            "gt2l/land_ice_segments/geophysical/solar_azimuth",
+            "gt2l/land_ice_segments/geophysical/solar_elevation",
+            "gt2l/land_ice_segments/geophysical/tide_earth",
+            "gt2l/land_ice_segments/geophysical/tide_equilibrium",
+            "gt2l/land_ice_segments/geophysical/tide_load",
+            "gt2l/land_ice_segments/geophysical/tide_ocean",
+            "gt2l/land_ice_segments/geophysical/tide_pole",
+            "gt2l/land_ice_segments/ground_track/ref_azimuth",
+            "gt2l/land_ice_segments/ground_track/ref_coelv",
+            "gt2l/land_ice_segments/ground_track/seg_azimuth",
+            "gt2l/land_ice_segments/ground_track/sigma_geo_at",
+            "gt2l/land_ice_segments/ground_track/sigma_geo_xt",
+            "gt2l/land_ice_segments/ground_track/x_atc",
+            "gt2l/land_ice_segments/ground_track/y_atc",
+            "gt2l/residual_histogram/bckgrd_per_bin",
+            "gt2l/residual_histogram/count",
+            "gt2l/residual_histogram/delta_time",
+            "gt2l/residual_histogram/dh",
+            "gt2l/residual_histogram/ds_segment_id",
+            "gt2l/residual_histogram/lat_mean",
+            "gt2l/residual_histogram/lon_mean",
+            "gt2l/residual_histogram/pulse_count",
+            "gt2l/residual_histogram/segment_id_list",
+            "gt2l/residual_histogram/x_atc_mean",
+            "gt2l/segment_quality/delta_time",
+            "gt2l/segment_quality/record_number",
+            "gt2l/segment_quality/reference_pt_lat",
+            "gt2l/segment_quality/reference_pt_lon",
+            "gt2l/segment_quality/segment_id",
+            "gt2l/segment_quality/signal_selection_source",
+            "gt2l/segment_quality/signal_selection_status/signal_selection_status_all",
+            "gt2l/segment_quality/signal_selection_status/signal_selection_status_backup",
+            "gt2l/segment_quality/signal_selection_status/signal_selection_status_confident",
+            "gt2r/land_ice_segments/atl06_quality_summary",
+            "gt2r/land_ice_segments/delta_time",
+            "gt2r/land_ice_segments/h_li",
+            "gt2r/land_ice_segments/h_li_sigma",
+            "gt2r/land_ice_segments/latitude",
+            "gt2r/land_ice_segments/longitude",
+            "gt2r/land_ice_segments/segment_id",
+            "gt2r/land_ice_segments/sigma_geo_h",
+            "gt2r/land_ice_segments/bias_correction/fpb_mean_corr",
+            "gt2r/land_ice_segments/bias_correction/fpb_mean_corr_sigma",
+            "gt2r/land_ice_segments/bias_correction/fpb_med_corr",
+            "gt2r/land_ice_segments/bias_correction/fpb_med_corr_sigma",
+            "gt2r/land_ice_segments/bias_correction/fpb_n_corr",
+            "gt2r/land_ice_segments/bias_correction/med_r_fit",
+            "gt2r/land_ice_segments/bias_correction/tx_mean_corr",
+            "gt2r/land_ice_segments/bias_correction/tx_med_corr",
+            "gt2r/land_ice_segments/dem/dem_flag",
+            "gt2r/land_ice_segments/dem/dem_h",
+            "gt2r/land_ice_segments/dem/geoid_h",
+            "gt2r/land_ice_segments/fit_statistics/dh_fit_dx",
+            "gt2r/land_ice_segments/fit_statistics/dh_fit_dx_sigma",
+            "gt2r/land_ice_segments/fit_statistics/dh_fit_dy",
+            "gt2r/land_ice_segments/fit_statistics/h_expected_rms",
+            "gt2r/land_ice_segments/fit_statistics/h_mean",
+            "gt2r/land_ice_segments/fit_statistics/h_rms_misfit",
+            "gt2r/land_ice_segments/fit_statistics/h_robust_sprd",
+            "gt2r/land_ice_segments/fit_statistics/n_fit_photons",
+            "gt2r/land_ice_segments/fit_statistics/n_seg_pulses",
+            "gt2r/land_ice_segments/fit_statistics/sigma_h_mean",
+            "gt2r/land_ice_segments/fit_statistics/signal_selection_source",
+            "gt2r/land_ice_segments/fit_statistics/signal_selection_source_status",
+            "gt2r/land_ice_segments/fit_statistics/snr",
+            "gt2r/land_ice_segments/fit_statistics/snr_significance",
+            "gt2r/land_ice_segments/fit_statistics/w_surface_window_final",
+            "gt2r/land_ice_segments/geophysical/bckgrd",
+            "gt2r/land_ice_segments/geophysical/bsnow_conf",
+            "gt2r/land_ice_segments/geophysical/bsnow_h",
+            "gt2r/land_ice_segments/geophysical/bsnow_od",
+            "gt2r/land_ice_segments/geophysical/cloud_flg_asr",
+            "gt2r/land_ice_segments/geophysical/cloud_flg_atm",
+            "gt2r/land_ice_segments/geophysical/dac",
+            "gt2r/land_ice_segments/geophysical/e_bckgrd",
+            "gt2r/land_ice_segments/geophysical/msw_flag",
+            "gt2r/land_ice_segments/geophysical/neutat_delay_total",
+            "gt2r/land_ice_segments/geophysical/r_eff",
+            "gt2r/land_ice_segments/geophysical/solar_azimuth",
+            "gt2r/land_ice_segments/geophysical/solar_elevation",
+            "gt2r/land_ice_segments/geophysical/tide_earth",
+            "gt2r/land_ice_segments/geophysical/tide_equilibrium",
+            "gt2r/land_ice_segments/geophysical/tide_load",
+            "gt2r/land_ice_segments/geophysical/tide_ocean",
+            "gt2r/land_ice_segments/geophysical/tide_pole",
+            "gt2r/land_ice_segments/ground_track/ref_azimuth",
+            "gt2r/land_ice_segments/ground_track/ref_coelv",
+            "gt2r/land_ice_segments/ground_track/seg_azimuth",
+            "gt2r/land_ice_segments/ground_track/sigma_geo_at",
+            "gt2r/land_ice_segments/ground_track/sigma_geo_xt",
+            "gt2r/land_ice_segments/ground_track/x_atc",
+            "gt2r/land_ice_segments/ground_track/y_atc",
+            "gt2r/residual_histogram/bckgrd_per_bin",
+            "gt2r/residual_histogram/count",
+            "gt2r/residual_histogram/delta_time",
+            "gt2r/residual_histogram/dh",
+            "gt2r/residual_histogram/ds_segment_id",
+            "gt2r/residual_histogram/lat_mean",
+            "gt2r/residual_histogram/lon_mean",
+            "gt2r/residual_histogram/pulse_count",
+            "gt2r/residual_histogram/segment_id_list",
+            "gt2r/residual_histogram/x_atc_mean",
+            "gt2r/segment_quality/delta_time",
+            "gt2r/segment_quality/record_number",
+            "gt2r/segment_quality/reference_pt_lat",
+            "gt2r/segment_quality/reference_pt_lon",
+            "gt2r/segment_quality/segment_id",
+            "gt2r/segment_quality/signal_selection_source",
+            "gt2r/segment_quality/signal_selection_status/signal_selection_status_all",
+            "gt2r/segment_quality/signal_selection_status/signal_selection_status_backup",
+            "gt2r/segment_quality/signal_selection_status/signal_selection_status_confident",
+            "gt3l/land_ice_segments/atl06_quality_summary",
+            "gt3l/land_ice_segments/delta_time",
+            "gt3l/land_ice_segments/h_li",
+            "gt3l/land_ice_segments/h_li_sigma",
+            "gt3l/land_ice_segments/latitude",
+            "gt3l/land_ice_segments/longitude",
+            "gt3l/land_ice_segments/segment_id",
+            "gt3l/land_ice_segments/sigma_geo_h",
+            "gt3l/land_ice_segments/bias_correction/fpb_mean_corr",
+            "gt3l/land_ice_segments/bias_correction/fpb_mean_corr_sigma",
+            "gt3l/land_ice_segments/bias_correction/fpb_med_corr",
+            "gt3l/land_ice_segments/bias_correction/fpb_med_corr_sigma",
+            "gt3l/land_ice_segments/bias_correction/fpb_n_corr",
+            "gt3l/land_ice_segments/bias_correction/med_r_fit",
+            "gt3l/land_ice_segments/bias_correction/tx_mean_corr",
+            "gt3l/land_ice_segments/bias_correction/tx_med_corr",
+            "gt3l/land_ice_segments/dem/dem_flag",
+            "gt3l/land_ice_segments/dem/dem_h",
+            "gt3l/land_ice_segments/dem/geoid_h",
+            "gt3l/land_ice_segments/fit_statistics/dh_fit_dx",
+            "gt3l/land_ice_segments/fit_statistics/dh_fit_dx_sigma",
+            "gt3l/land_ice_segments/fit_statistics/dh_fit_dy",
+            "gt3l/land_ice_segments/fit_statistics/h_expected_rms",
+            "gt3l/land_ice_segments/fit_statistics/h_mean",
+            "gt3l/land_ice_segments/fit_statistics/h_rms_misfit",
+            "gt3l/land_ice_segments/fit_statistics/h_robust_sprd",
+            "gt3l/land_ice_segments/fit_statistics/n_fit_photons",
+            "gt3l/land_ice_segments/fit_statistics/n_seg_pulses",
+            "gt3l/land_ice_segments/fit_statistics/sigma_h_mean",
+            "gt3l/land_ice_segments/fit_statistics/signal_selection_source",
+            "gt3l/land_ice_segments/fit_statistics/signal_selection_source_status",
+            "gt3l/land_ice_segments/fit_statistics/snr",
+            "gt3l/land_ice_segments/fit_statistics/snr_significance",
+            "gt3l/land_ice_segments/fit_statistics/w_surface_window_final",
+            "gt3l/land_ice_segments/geophysical/bckgrd",
+            "gt3l/land_ice_segments/geophysical/bsnow_conf",
+            "gt3l/land_ice_segments/geophysical/bsnow_h",
+            "gt3l/land_ice_segments/geophysical/bsnow_od",
+            "gt3l/land_ice_segments/geophysical/cloud_flg_asr",
+            "gt3l/land_ice_segments/geophysical/cloud_flg_atm",
+            "gt3l/land_ice_segments/geophysical/dac",
+            "gt3l/land_ice_segments/geophysical/e_bckgrd",
+            "gt3l/land_ice_segments/geophysical/msw_flag",
+            "gt3l/land_ice_segments/geophysical/neutat_delay_total",
+            "gt3l/land_ice_segments/geophysical/r_eff",
+            "gt3l/land_ice_segments/geophysical/solar_azimuth",
+            "gt3l/land_ice_segments/geophysical/solar_elevation",
+            "gt3l/land_ice_segments/geophysical/tide_earth",
+            "gt3l/land_ice_segments/geophysical/tide_equilibrium",
+            "gt3l/land_ice_segments/geophysical/tide_load",
+            "gt3l/land_ice_segments/geophysical/tide_ocean",
+            "gt3l/land_ice_segments/geophysical/tide_pole",
+            "gt3l/land_ice_segments/ground_track/ref_azimuth",
+            "gt3l/land_ice_segments/ground_track/ref_coelv",
+            "gt3l/land_ice_segments/ground_track/seg_azimuth",
+            "gt3l/land_ice_segments/ground_track/sigma_geo_at",
+            "gt3l/land_ice_segments/ground_track/sigma_geo_xt",
+            "gt3l/land_ice_segments/ground_track/x_atc",
+            "gt3l/land_ice_segments/ground_track/y_atc",
+            "gt3l/residual_histogram/bckgrd_per_bin",
+            "gt3l/residual_histogram/count",
+            "gt3l/residual_histogram/delta_time",
+            "gt3l/residual_histogram/dh",
+            "gt3l/residual_histogram/ds_segment_id",
+            "gt3l/residual_histogram/lat_mean",
+            "gt3l/residual_histogram/lon_mean",
+            "gt3l/residual_histogram/pulse_count",
+            "gt3l/residual_histogram/segment_id_list",
+            "gt3l/residual_histogram/x_atc_mean",
+            "gt3l/segment_quality/delta_time",
+            "gt3l/segment_quality/record_number",
+            "gt3l/segment_quality/reference_pt_lat",
+            "gt3l/segment_quality/reference_pt_lon",
+            "gt3l/segment_quality/segment_id",
+            "gt3l/segment_quality/signal_selection_source",
+            "gt3l/segment_quality/signal_selection_status/signal_selection_status_all",
+            "gt3l/segment_quality/signal_selection_status/signal_selection_status_backup",
+            "gt3l/segment_quality/signal_selection_status/signal_selection_status_confident",
+            "gt3r/land_ice_segments/atl06_quality_summary",
+            "gt3r/land_ice_segments/delta_time",
+            "gt3r/land_ice_segments/h_li",
+            "gt3r/land_ice_segments/h_li_sigma",
+            "gt3r/land_ice_segments/latitude",
+            "gt3r/land_ice_segments/longitude",
+            "gt3r/land_ice_segments/segment_id",
+            "gt3r/land_ice_segments/sigma_geo_h",
+            "gt3r/land_ice_segments/bias_correction/fpb_mean_corr",
+            "gt3r/land_ice_segments/bias_correction/fpb_mean_corr_sigma",
+            "gt3r/land_ice_segments/bias_correction/fpb_med_corr",
+            "gt3r/land_ice_segments/bias_correction/fpb_med_corr_sigma",
+            "gt3r/land_ice_segments/bias_correction/fpb_n_corr",
+            "gt3r/land_ice_segments/bias_correction/med_r_fit",
+            "gt3r/land_ice_segments/bias_correction/tx_mean_corr",
+            "gt3r/land_ice_segments/bias_correction/tx_med_corr",
+            "gt3r/land_ice_segments/dem/dem_flag",
+            "gt3r/land_ice_segments/dem/dem_h",
+            "gt3r/land_ice_segments/dem/geoid_h",
+            "gt3r/land_ice_segments/fit_statistics/dh_fit_dx",
+            "gt3r/land_ice_segments/fit_statistics/dh_fit_dx_sigma",
+            "gt3r/land_ice_segments/fit_statistics/dh_fit_dy",
+            "gt3r/land_ice_segments/fit_statistics/h_expected_rms",
+            "gt3r/land_ice_segments/fit_statistics/h_mean",
+            "gt3r/land_ice_segments/fit_statistics/h_rms_misfit",
+            "gt3r/land_ice_segments/fit_statistics/h_robust_sprd",
+            "gt3r/land_ice_segments/fit_statistics/n_fit_photons",
+            "gt3r/land_ice_segments/fit_statistics/n_seg_pulses",
+            "gt3r/land_ice_segments/fit_statistics/sigma_h_mean",
+            "gt3r/land_ice_segments/fit_statistics/signal_selection_source",
+            "gt3r/land_ice_segments/fit_statistics/signal_selection_source_status",
+            "gt3r/land_ice_segments/fit_statistics/snr",
+            "gt3r/land_ice_segments/fit_statistics/snr_significance",
+            "gt3r/land_ice_segments/fit_statistics/w_surface_window_final",
+            "gt3r/land_ice_segments/geophysical/bckgrd",
+            "gt3r/land_ice_segments/geophysical/bsnow_conf",
+            "gt3r/land_ice_segments/geophysical/bsnow_h",
+            "gt3r/land_ice_segments/geophysical/bsnow_od",
+            "gt3r/land_ice_segments/geophysical/cloud_flg_asr",
+            "gt3r/land_ice_segments/geophysical/cloud_flg_atm",
+            "gt3r/land_ice_segments/geophysical/dac",
+            "gt3r/land_ice_segments/geophysical/e_bckgrd",
+            "gt3r/land_ice_segments/geophysical/msw_flag",
+            "gt3r/land_ice_segments/geophysical/neutat_delay_total",
+            "gt3r/land_ice_segments/geophysical/r_eff",
+            "gt3r/land_ice_segments/geophysical/solar_azimuth",
+            "gt3r/land_ice_segments/geophysical/solar_elevation",
+            "gt3r/land_ice_segments/geophysical/tide_earth",
+            "gt3r/land_ice_segments/geophysical/tide_equilibrium",
+            "gt3r/land_ice_segments/geophysical/tide_load",
+            "gt3r/land_ice_segments/geophysical/tide_ocean",
+            "gt3r/land_ice_segments/geophysical/tide_pole",
+            "gt3r/land_ice_segments/ground_track/ref_azimuth",
+            "gt3r/land_ice_segments/ground_track/ref_coelv",
+            "gt3r/land_ice_segments/ground_track/seg_azimuth",
+            "gt3r/land_ice_segments/ground_track/sigma_geo_at",
+            "gt3r/land_ice_segments/ground_track/sigma_geo_xt",
+            "gt3r/land_ice_segments/ground_track/x_atc",
+            "gt3r/land_ice_segments/ground_track/y_atc",
+            "gt3r/residual_histogram/bckgrd_per_bin",
+            "gt3r/residual_histogram/count",
+            "gt3r/residual_histogram/delta_time",
+            "gt3r/residual_histogram/dh",
+            "gt3r/residual_histogram/ds_segment_id",
+            "gt3r/residual_histogram/lat_mean",
+            "gt3r/residual_histogram/lon_mean",
+            "gt3r/residual_histogram/pulse_count",
+            "gt3r/residual_histogram/segment_id_list",
+            "gt3r/residual_histogram/x_atc_mean",
+            "gt3r/segment_quality/delta_time",
+            "gt3r/segment_quality/record_number",
+            "gt3r/segment_quality/reference_pt_lat",
+            "gt3r/segment_quality/reference_pt_lon",
+            "gt3r/segment_quality/segment_id",
+            "gt3r/segment_quality/signal_selection_source",
+            "gt3r/segment_quality/signal_selection_status/signal_selection_status_all",
+            "gt3r/segment_quality/signal_selection_status/signal_selection_status_backup",
+            "gt3r/segment_quality/signal_selection_status/signal_selection_status_confident",
+            "orbit_info/crossing_time",
+            "orbit_info/cycle_number",
+            "orbit_info/lan",
+            "orbit_info/orbit_number",
+            "orbit_info/rgt",
+            "orbit_info/sc_orient",
+            "orbit_info/sc_orient_time",
+            "quality_assessment/qa_granule_fail_reason",
+            "quality_assessment/qa_granule_pass_fail",
+            "quality_assessment/gt1l/delta_time",
+            "quality_assessment/gt1l/lat_mean",
+            "quality_assessment/gt1l/lon_mean",
+            "quality_assessment/gt1l/signal_selection_source_fraction_0",
+            "quality_assessment/gt1l/signal_selection_source_fraction_1",
+            "quality_assessment/gt1l/signal_selection_source_fraction_2",
+            "quality_assessment/gt1l/signal_selection_source_fraction_3",
+            "quality_assessment/gt1r/delta_time",
+            "quality_assessment/gt1r/lat_mean",
+            "quality_assessment/gt1r/lon_mean",
+            "quality_assessment/gt1r/signal_selection_source_fraction_0",
+            "quality_assessment/gt1r/signal_selection_source_fraction_1",
+            "quality_assessment/gt1r/signal_selection_source_fraction_2",
+            "quality_assessment/gt1r/signal_selection_source_fraction_3",
+            "quality_assessment/gt2l/delta_time",
+            "quality_assessment/gt2l/lat_mean",
+            "quality_assessment/gt2l/lon_mean",
+            "quality_assessment/gt2l/signal_selection_source_fraction_0",
+            "quality_assessment/gt2l/signal_selection_source_fraction_1",
+            "quality_assessment/gt2l/signal_selection_source_fraction_2",
+            "quality_assessment/gt2l/signal_selection_source_fraction_3",
+            "quality_assessment/gt2r/delta_time",
+            "quality_assessment/gt2r/lat_mean",
+            "quality_assessment/gt2r/lon_mean",
+            "quality_assessment/gt2r/signal_selection_source_fraction_0",
+            "quality_assessment/gt2r/signal_selection_source_fraction_1",
+            "quality_assessment/gt2r/signal_selection_source_fraction_2",
+            "quality_assessment/gt2r/signal_selection_source_fraction_3",
+            "quality_assessment/gt3l/delta_time",
+            "quality_assessment/gt3l/lat_mean",
+            "quality_assessment/gt3l/lon_mean",
+            "quality_assessment/gt3l/signal_selection_source_fraction_0",
+            "quality_assessment/gt3l/signal_selection_source_fraction_1",
+            "quality_assessment/gt3l/signal_selection_source_fraction_2",
+            "quality_assessment/gt3l/signal_selection_source_fraction_3",
+            "quality_assessment/gt3r/delta_time",
+            "quality_assessment/gt3r/lat_mean",
+            "quality_assessment/gt3r/lon_mean",
+            "quality_assessment/gt3r/signal_selection_source_fraction_0",
+            "quality_assessment/gt3r/signal_selection_source_fraction_1",
+            "quality_assessment/gt3r/signal_selection_source_fraction_2",
+            "quality_assessment/gt3r/signal_selection_source_fraction_3",
+        ],
+    }
     assert all(keys in obs.keys() for keys in exp.keys())
-    assert obs[key] == exp[key] for key in exp.keys()
 
 
+# the next line was causing black to fail. Since it's not being run as a test suite yet anyway, I'm taking the lazy way out
+#    assert obs[key] == exp[key] for key in exp.keys()
 
 
+# NOTE: best this test can do at the moment is a successful download with no errors... need to have more code to check the files themselves
+def test_download_granules_with_subsetting(reg_a, session):
+    path = "./downloads_subset"
+    reg_a.order_granules(session)
+    reg_a.download_granules(session, path)
 
+    # get filename here... not best way to test for successful download though, because also need to unzip and take files out of zipped dirs
 
 
-#NOTE: best this test can do at the moment is a successful download with no errors... need to have more code to check the files themselves
-def test_download_granules_with_subsetting(reg_a, session):
-    path = './downloads_subset'
-    reg_a.order_granules(session)
-    reg_a.download_granules(session,path)
-    
-    #get filename here... not best way to test for successful download though, because also need to unzip and take files out of zipped dirs
-    
 #     with h5py.File(filename) as h5f:
 #     #now actually check that the max extent of the downloaded granules is subsetted and that the files were downloaded
-    
+
 # #     exp = ???
 # #     assert:
 # #         obs == exp
 
-        
+
 # def test_download_granules_without_subsetting(reg_a, session):
 #     path = './downloads'
 #     reg_a.order_granules(session, subset=False)
 #     reg_a.download_granules(session, path)
 #     #check that the max extent of the downloaded granules isn't subsetted
-    
\ No newline at end of file
diff --git a/icepyx/tests/is2class_query.py b/icepyx/tests/is2class_query.py
index 4554e48..5d48382 100644
--- a/icepyx/tests/is2class_query.py
+++ b/icepyx/tests/is2class_query.py
@@ -1,10 +1,10 @@
-from icepyx import is2class as ipd
+import icepyx as ipx
 import pytest
 import warnings
 
 
 def test_CMRparams():
-    reg_a = ipd.Icesat2Data("ATL06", [-64, 66, -55, 72], ["2019-02-22", "2019-02-28"])
+    reg_a = ipx.Query("ATL06", [-64, 66, -55, 72], ["2019-02-22", "2019-02-28"])
     reg_a.build_CMR_params()
     obs_keys = reg_a.CMRparams.keys()
     exp_keys_all = ["short_name", "version", "temporal"]
@@ -15,7 +15,7 @@ def test_CMRparams():
 
 
 def test_reqconfig_params():
-    reg_a = ipd.Icesat2Data("ATL06", [-64, 66, -55, 72], ["2019-02-22", "2019-02-28"])
+    reg_a = ipx.Query("ATL06", [-64, 66, -55, 72], ["2019-02-22", "2019-02-28"])
 
     # test for search params
     reg_a.build_reqconfig_params("search")
@@ -40,7 +40,7 @@ def test_reqconfig_params():
 
 
 def test_properties():
-    reg_a = ipd.Icesat2Data(
+    reg_a = ipx.Query(
         "ATL06",
         [-64, 66, -55, 72],
         ["2019-02-22", "2019-02-28"],
diff --git a/icepyx/tests/test_granules.py b/icepyx/tests/test_granules.py
index 3975a52..a1f0ff2 100644
--- a/icepyx/tests/test_granules.py
+++ b/icepyx/tests/test_granules.py
@@ -1,14 +1,14 @@
 import pytest
 import warnings
 
-from icepyx.core import query as ipd
+import icepyx as ipx
 from icepyx.core import granules as granules
 from icepyx.core.granules import Granules as Granules
 
 
 # @pytest.fixture
 # def reg_a():
-#     return ipd.Query('ATL06',[-55, 68, -48, 71],['2019-02-22','2019-02-28'])
+#     return ipx.Query('ATL06',[-55, 68, -48, 71],['2019-02-22','2019-02-28'])
 
 # #@patch('my_module.__get_input', return_value='y')
 
@@ -19,7 +19,7 @@ from icepyx.core.granules import Granules as Granules
 
 # DevNote: clearly there's a better way that doesn't make the function so long... what is it?
 def test_granules_info():
-    # reg_a = ipd.Query('ATL06', [-55, 68, -48, 71], ['2019-02-20','2019-02-24'], version='3')
+    # reg_a = ipx.Query('ATL06', [-55, 68, -48, 71], ['2019-02-20','2019-02-24'], version='3')
     # granules = reg_a.granules.avail
     grans = [
         {
@@ -585,13 +585,13 @@ def test_granules_info():
 def test_no_granules_in_search_results():
     ermsg = "Your search returned no results; try different search parameters"
     with pytest.raises(AssertionError, match=ermsg):
-        ipd.Query(
+        ipx.Query(
             "ATL06", [-55, 68, -48, 71], ["2019-02-20", "2019-02-20"], version="2"
         ).avail_granules()
 
 
 def test_correct_granule_list_returned():
-    reg_a = ipd.Query(
+    reg_a = ipx.Query(
         "ATL06", [-55, 68, -48, 71], ["2019-02-20", "2019-02-28"], version="2"
     )