Subsetting and filtering ATL24 data

Imports

from sliderule import sliderule
import matplotlib.pyplot as plt
import numpy as np

Configuration

# configure sliderule to output verbose log messages
sliderule.init(verbose=True)

True

Plotting Helper Variables and Functions

# color map for ATL24 classifications
COLORS = {
    0: ['gray', 'unclassified'],
    40: ['red', 'bathymetry'],
    41: ['blue', 'sea_surface']
}

# plot ATL24 dataframes
def plot_atl24(gdf, x_min, x_max, column=None):
    start_xatc = np.min(gdf['x_atc'])
    fig,ax = plt.subplots(1, 1, figsize=(18, 6), constrained_layout=True)
    if column == None:
        for class_val, color_name in COLORS.items():
            ii=gdf["class_ph"]==class_val
            ax.plot(gdf['x_atc'][ii]-start_xatc, gdf['ortho_h'][ii], 'o', markersize=1, color=color_name[0], label=color_name[1])
    else:
        sc = ax.scatter(gdf['x_atc']-start_xatc, gdf['ortho_h'], c=gdf[column], cmap='viridis')
    ax.set_xlim(x_min, x_max)
    plt.show()

# plot ATL06 dataframes
def plot_atl06(gdf, x_min, x_max, column=None):
    start_xatc = np.min(gdf['x_atc'])
    fig,ax = plt.subplots(1, 1, figsize=(18, 6), constrained_layout=True)
    ax.plot(gdf['x_atc']-start_xatc, gdf['h_mean'], 'o', markersize=5, color='red')
    ax.set_xlim(x_min, x_max)
    plt.show()

# plot ATL03 dataframes
def plot_atl03(gdf, x_min, x_max, column=None):
    start_xatc = np.min(gdf['x_atc'])
    fig,ax = plt.subplots(1, 1, figsize=(18, 6), constrained_layout=True)
    if column == None:
        for class_val, color_name in COLORS.items():
            ii=gdf["atl24_class"]==class_val
            ax.plot(gdf['x_atc'][ii]-start_xatc, gdf['height'][ii], 'o', markersize=1, color=color_name[0], label=color_name[1])
    else:
        sc = ax.scatter(gdf['x_atc']-start_xatc, gdf['height'], c=gdf[column], cmap='viridis')
    ax.set_xlim(x_min, x_max)
    plt.show()

Define Area of Interest (north short of Dominican Republic)

aoi = [ { "lat": 19.42438470712139, "lon": -69.79907695695609  },
        { "lat": 19.31125534696085,  "lon": -69.79907695695609 },
        { "lat": 19.31125534696085,  "lon": -69.33527941905237 },
        { "lat": 19.42438470712139,  "lon": -69.33527941905237 },
        { "lat": 19.42438470712139,  "lon": -69.79907695695609 } ]

(1) Quick Access

gdf1 = sliderule.run("atl24x", {}, aoi=aoi)

request <AppServer.63401> retrieved 110 resources
Starting proxy for atl24x to process 110 resource(s) with 21 thread(s)
request <AppServer.63403> on ATL24_20191010025128_02020501_006_02_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.63403> on ATL24_20191010025128_02020501_006_02_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.63403> on ATL24_20191010025128_02020501_006_02_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.63403> on ATL24_20191010025128_02020501_006_02_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.63403> on ATL24_20191010025128_02020501_006_02_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.63403> on ATL24_20191010025128_02020501_006_02_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
Successfully completed processing resource [11 out of 110]: ATL24_20191010025128_02020501_006_02_001_01.h5
request <AppServer.64994> on ATL24_20191108012732_06440501_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.64994> on ATL24_20191108012732_06440501_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.64994> on ATL24_20191108012732_06440501_006_01_001_01.h5 generated dataframe [gt1l] with 1 rows and 9 columns
request <AppServer.64994> on ATL24_20191108012732_06440501_006_01_001_01.h5 generated dataframe [gt1r] with 8 rows and 9 columns
request <AppServer.64994> on ATL24_20191108012732_06440501_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.64994> on ATL24_20191108012732_06440501_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
Successfully completed processing resource [1 out of 110]: ATL24_20191108012732_06440501_006_01_001_01.h5
request <AppServer.64175> on ATL24_20230502124510_06441901_006_02_001_01.h5 generated dataframe [gt3l] with 4 rows and 9 columns
request <AppServer.64223> on ATL24_20210309021416_11471001_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.64223> on ATL24_20210309021416_11471001_006_01_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.63402> on ATL24_20230607230957_12001907_006_03_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.64173> on ATL24_20191115131636_07580507_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.64173> on ATL24_20191115131636_07580507_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.64174> on ATL24_20220705030953_02021601_006_02_001_01.h5 generated dataframe [gt1r] with 23 rows and 9 columns
request <AppServer.64175> on ATL24_20230502124510_06441901_006_02_001_01.h5 generated dataframe [gt2l] with 1 rows and 9 columns
request <AppServer.64175> on ATL24_20230502124510_06441901_006_02_001_01.h5 generated dataframe [gt1l] with 2 rows and 9 columns
request <AppServer.64173> on ATL24_20191115131636_07580507_006_01_001_01.h5 generated dataframe [gt1l] with 20 rows and 9 columns
request <AppServer.64173> on ATL24_20191115131636_07580507_006_01_001_01.h5 generated dataframe [gt2l] with 26 rows and 9 columns
request <AppServer.64175> on ATL24_20230502124510_06441901_006_02_001_01.h5 generated dataframe [gt1r] with 3 rows and 9 columns
request <AppServer.64175> on ATL24_20230502124510_06441901_006_02_001_01.h5 generated dataframe [gt2r] with 10 rows and 9 columns
request <AppServer.64175> on ATL24_20230502124510_06441901_006_02_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.64995> on ATL24_20181216051322_12000107_006_02_001_01.h5 generated dataframe [gt1r] with 446 rows and 9 columns
request <AppServer.63402> on ATL24_20230607230957_12001907_006_03_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.63402> on ATL24_20230607230957_12001907_006_03_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.63402> on ATL24_20230607230957_12001907_006_03_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.63402> on ATL24_20230607230957_12001907_006_03_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.63402> on ATL24_20230607230957_12001907_006_03_001_01.h5 generated dataframe [gt1l] with 1 rows and 9 columns
Successfully completed processing resource [17 out of 110]: ATL24_20230502124510_06441901_006_02_001_01.h5
Successfully completed processing resource [4 out of 110]: ATL24_20230607230957_12001907_006_03_001_01.h5
request <AppServer.63753> on ATL24_20190612083534_11470301_006_02_001_01.h5 generated dataframe [gt3r] with 5 rows and 9 columns
request <AppServer.63753> on ATL24_20190612083534_11470301_006_02_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.63753> on ATL24_20190612083534_11470301_006_02_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.63753> on ATL24_20190612083534_11470301_006_02_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.64174> on ATL24_20220705030953_02021601_006_02_001_01.h5 generated dataframe [gt2r] with 92 rows and 9 columns
request <AppServer.64223> on ATL24_20210309021416_11471001_006_01_001_01.h5 generated dataframe [gt2r] with 5 rows and 9 columns
request <AppServer.64223> on ATL24_20210309021416_11471001_006_01_001_01.h5 generated dataframe [gt1r] with 6 rows and 9 columns
request <AppServer.63752> on ATL24_20240104130502_02552207_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.63752> on ATL24_20240104130502_02552207_006_01_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.64177> on ATL24_20200814001554_07580807_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.64177> on ATL24_20200814001554_07580807_006_01_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.64177> on ATL24_20200814001554_07580807_006_01_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.64177> on ATL24_20200814001554_07580807_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.64173> on ATL24_20191115131636_07580507_006_01_001_01.h5 generated dataframe [gt1r] with 95 rows and 9 columns
request <AppServer.64177> on ATL24_20200814001554_07580807_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.64177> on ATL24_20200814001554_07580807_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
Successfully completed processing resource [22 out of 110]: ATL24_20200814001554_07580807_006_01_001_01.h5
request <AppServer.64996> on ATL24_20231002052756_02022101_006_02_001_01.h5 generated dataframe [gt3l] with 311 rows and 9 columns
request <AppServer.64996> on ATL24_20231002052756_02022101_006_02_001_01.h5 generated dataframe [gt2r] with 5 rows and 9 columns
request <AppServer.64996> on ATL24_20231002052756_02022101_006_02_001_01.h5 generated dataframe [gt2l] with 171 rows and 9 columns
request <AppServer.64996> on ATL24_20231002052756_02022101_006_02_001_01.h5 generated dataframe [gt3r] with 8 rows and 9 columns
request <AppServer.64996> on ATL24_20231002052756_02022101_006_02_001_01.h5 generated dataframe [gt1l] with 189 rows and 9 columns
request <AppServer.64996> on ATL24_20231002052756_02022101_006_02_001_01.h5 generated dataframe [gt1r] with 7 rows and 9 columns
request <AppServer.64174> on ATL24_20220705030953_02021601_006_02_001_01.h5 generated dataframe [gt3r] with 389 rows and 9 columns
request <AppServer.64174> on ATL24_20220705030953_02021601_006_02_001_01.h5 generated dataframe [gt1l] with 1 rows and 9 columns
request <AppServer.64174> on ATL24_20220705030953_02021601_006_02_001_01.h5 generated dataframe [gt2l] with 14 rows and 9 columns
request <AppServer.64174> on ATL24_20220705030953_02021601_006_02_001_01.h5 generated dataframe [gt3l] with 38 rows and 9 columns
Successfully completed processing resource [15 out of 110]: ATL24_20231002052756_02022101_006_02_001_01.h5
Successfully completed processing resource [10 out of 110]: ATL24_20220705030953_02021601_006_02_001_01.h5
request <AppServer.64223> on ATL24_20210309021416_11471001_006_01_001_01.h5 generated dataframe [gt3r] with 2 rows and 9 columns
request <AppServer.64223> on ATL24_20210309021416_11471001_006_01_001_01.h5 generated dataframe [gt3l] with 4 rows and 9 columns
Successfully completed processing resource [19 out of 110]: ATL24_20210309021416_11471001_006_01_001_01.h5
request <AppServer.64998> on ATL24_20200806122650_06440801_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.64998> on ATL24_20200806122650_06440801_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.64998> on ATL24_20200806122650_06440801_006_01_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.64173> on ATL24_20191115131636_07580507_006_01_001_01.h5 generated dataframe [gt2r] with 41 rows and 9 columns
Successfully completed processing resource [3 out of 110]: ATL24_20191115131636_07580507_006_01_001_01.h5
request <AppServer.63752> on ATL24_20240104130502_02552207_006_01_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.63752> on ATL24_20240104130502_02552207_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.64998> on ATL24_20200806122650_06440801_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.64998> on ATL24_20200806122650_06440801_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.64998> on ATL24_20200806122650_06440801_006_01_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.64995> on ATL24_20181216051322_12000107_006_02_001_01.h5 generated dataframe [gt2r] with 188 rows and 9 columns
request <AppServer.63404> on ATL24_20220307085351_11471401_006_01_001_01.h5 generated dataframe [gt3r] with 1 rows and 9 columns
request <AppServer.63404> on ATL24_20220307085351_11471401_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.63404> on ATL24_20220307085351_11471401_006_01_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.63404> on ATL24_20220307085351_11471401_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.63404> on ATL24_20220307085351_11471401_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
Successfully completed processing resource [20 out of 110]: ATL24_20200806122650_06440801_006_01_001_01.h5
request <AppServer.63751> on ATL24_20220104115002_02021401_006_01_001_01.h5 generated dataframe [gt1l] with 6 rows and 9 columns
request <AppServer.63751> on ATL24_20220104115002_02021401_006_01_001_01.h5 generated dataframe [gt2l] with 5 rows and 9 columns
request <AppServer.63751> on ATL24_20220104115002_02021401_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.63751> on ATL24_20220104115002_02021401_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.63751> on ATL24_20220104115002_02021401_006_01_001_01.h5 generated dataframe [gt3l] with 1 rows and 9 columns
request <AppServer.63751> on ATL24_20220104115002_02021401_006_01_001_01.h5 generated dataframe [gt1r] with 2 rows and 9 columns
Successfully completed processing resource [2 out of 110]: ATL24_20220104115002_02021401_006_01_001_01.h5
request <AppServer.63404> on ATL24_20220307085351_11471401_006_01_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
Successfully completed processing resource [18 out of 110]: ATL24_20220307085351_11471401_006_01_001_01.h5
request <AppServer.64222> on ATL24_20191214115235_12000507_006_01_001_01.h5 generated dataframe [gt3r] with 8 rows and 9 columns
request <AppServer.64222> on ATL24_20191214115235_12000507_006_01_001_01.h5 generated dataframe [gt3l] with 4 rows and 9 columns
request <AppServer.64222> on ATL24_20191214115235_12000507_006_01_001_01.h5 generated dataframe [gt2l] with 6 rows and 9 columns
request <AppServer.64222> on ATL24_20191214115235_12000507_006_01_001_01.h5 generated dataframe [gt2r] with 26 rows and 9 columns
request <AppServer.64222> on ATL24_20191214115235_12000507_006_01_001_01.h5 generated dataframe [gt1r] with 39 rows and 9 columns
request <AppServer.64222> on ATL24_20191214115235_12000507_006_01_001_01.h5 generated dataframe [gt1l] with 4 rows and 9 columns
Successfully completed processing resource [12 out of 110]: ATL24_20191214115235_12000507_006_01_001_01.h5
request <AppServer.64995> on ATL24_20181216051322_12000107_006_02_001_01.h5 generated dataframe [gt3r] with 150 rows and 9 columns
request <AppServer.64995> on ATL24_20181216051322_12000107_006_02_001_01.h5 generated dataframe [gt3l] with 4 rows and 9 columns
request <AppServer.64995> on ATL24_20181216051322_12000107_006_02_001_01.h5 generated dataframe [gt1l] with 14 rows and 9 columns
request <AppServer.64995> on ATL24_20181216051322_12000107_006_02_001_01.h5 generated dataframe [gt2l] with 11 rows and 9 columns
Successfully completed processing resource [8 out of 110]: ATL24_20181216051322_12000107_006_02_001_01.h5
request <AppServer.64221> on ATL24_20190517215657_07580307_006_02_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.64221> on ATL24_20190517215657_07580307_006_02_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.64221> on ATL24_20190517215657_07580307_006_02_001_01.h5 generated dataframe [gt2l] with 5 rows and 9 columns
request <AppServer.64221> on ATL24_20190517215657_07580307_006_02_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.64221> on ATL24_20190517215657_07580307_006_02_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.64221> on ATL24_20190517215657_07580307_006_02_001_01.h5 generated dataframe [gt1l] with 1 rows and 9 columns
Successfully completed processing resource [5 out of 110]: ATL24_20190517215657_07580307_006_02_001_01.h5
request <AppServer.63753> on ATL24_20190612083534_11470301_006_02_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.63753> on ATL24_20190612083534_11470301_006_02_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.63752> on ATL24_20240104130502_02552207_006_01_001_01.h5 generated dataframe [gt3r] with 1 rows and 9 columns
request <AppServer.63752> on ATL24_20240104130502_02552207_006_01_001_01.h5 generated dataframe [gt3l] with 1 rows and 9 columns
Successfully completed processing resource [9 out of 110]: ATL24_20240104130502_02552207_006_01_001_01.h5
Successfully completed processing resource [16 out of 110]: ATL24_20190612083534_11470301_006_02_001_01.h5
request <AppServer.63408> on ATL24_20191013144852_02550507_006_02_001_01.h5 generated dataframe [gt3l] with 13 rows and 9 columns
request <AppServer.64182> on ATL24_20210611095131_12001107_006_01_001_01.h5 generated dataframe [gt3l] with 79 rows and 9 columns
request <AppServer.64182> on ATL24_20210611095131_12001107_006_01_001_01.h5 generated dataframe [gt2l] with 8 rows and 9 columns
request <AppServer.64182> on ATL24_20210611095131_12001107_006_01_001_01.h5 generated dataframe [gt1r] with 221 rows and 9 columns
request <AppServer.64182> on ATL24_20210611095131_12001107_006_01_001_01.h5 generated dataframe [gt2r] with 148 rows and 9 columns
request <AppServer.64182> on ATL24_20210611095131_12001107_006_01_001_01.h5 generated dataframe [gt1l] with 28 rows and 9 columns
request <AppServer.65004> on ATL24_20210407005021_02021101_006_02_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.64227> on ATL24_20211009040734_02551307_006_01_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.64181> on ATL24_20200908105433_11470801_006_02_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.63408> on ATL24_20191013144852_02550507_006_02_001_01.h5 generated dataframe [gt2l] with 22 rows and 9 columns
request <AppServer.63410> on ATL24_20240729150237_06442401_006_01_001_01.h5 generated dataframe [gt1r] with 13 rows and 9 columns
request <AppServer.63410> on ATL24_20240729150237_06442401_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.63410> on ATL24_20240729150237_06442401_006_01_001_01.h5 generated dataframe [gt1l] with 19 rows and 9 columns
request <AppServer.63410> on ATL24_20240729150237_06442401_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.63410> on ATL24_20240729150237_06442401_006_01_001_01.h5 generated dataframe [gt2r] with 4 rows and 9 columns
request <AppServer.63410> on ATL24_20240729150237_06442401_006_01_001_01.h5 generated dataframe [gt2l] with 3 rows and 9 columns
request <AppServer.65003> on ATL24_20220803014557_06441601_006_01_001_01.h5 generated dataframe [gt3r] with 27 rows and 9 columns
request <AppServer.65003> on ATL24_20220803014557_06441601_006_01_001_01.h5 generated dataframe [gt2r] with 95 rows and 9 columns
Successfully completed processing resource [23 out of 110]: ATL24_20240729150237_06442401_006_01_001_01.h5
request <AppServer.64227> on ATL24_20211009040734_02551307_006_01_001_01.h5 generated dataframe [gt2r] with 3 rows and 9 columns
request <AppServer.64181> on ATL24_20200908105433_11470801_006_02_001_01.h5 generated dataframe [gt3r] with 7 rows and 9 columns
request <AppServer.65003> on ATL24_20220803014557_06441601_006_01_001_01.h5 generated dataframe [gt1r] with 32 rows and 9 columns
request <AppServer.65003> on ATL24_20220803014557_06441601_006_01_001_01.h5 generated dataframe [gt2l] with 6 rows and 9 columns
request <AppServer.65003> on ATL24_20220803014557_06441601_006_01_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.65003> on ATL24_20220803014557_06441601_006_01_001_01.h5 generated dataframe [gt3l] with 3 rows and 9 columns
request <AppServer.63755> on ATL24_20221204195321_11471701_006_02_001_01.h5 generated dataframe [gt3l] with 5 rows and 9 columns
request <AppServer.64227> on ATL24_20211009040734_02551307_006_01_001_01.h5 generated dataframe [gt2l] with 50 rows and 9 columns
request <AppServer.64227> on ATL24_20211009040734_02551307_006_01_001_01.h5 generated dataframe [gt1l] with 36 rows and 9 columns
request <AppServer.64227> on ATL24_20211009040734_02551307_006_01_001_01.h5 generated dataframe [gt3r] with 2 rows and 9 columns
Successfully completed processing resource [32 out of 110]: ATL24_20220803014557_06441601_006_01_001_01.h5
request <AppServer.64227> on ATL24_20211009040734_02551307_006_01_001_01.h5 generated dataframe [gt3l] with 97 rows and 9 columns
Successfully completed processing resource [26 out of 110]: ATL24_20211009040734_02551307_006_01_001_01.h5
request <AppServer.64182> on ATL24_20210611095131_12001107_006_01_001_01.h5 generated dataframe [gt3r] with 802 rows and 9 columns
Successfully completed processing resource [33 out of 110]: ATL24_20210611095131_12001107_006_01_001_01.h5
request <AppServer.63408> on ATL24_20191013144852_02550507_006_02_001_01.h5 generated dataframe [gt2r] with 130 rows and 9 columns
request <AppServer.63412> on ATL24_20240302221104_11472201_006_01_001_01.h5 generated dataframe [gt1l] with 9 rows and 9 columns
request <AppServer.63755> on ATL24_20221204195321_11471701_006_02_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.63755> on ATL24_20221204195321_11471701_006_02_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.64228> on ATL24_20240630162658_02022401_006_01_001_01.h5 generated dataframe [gt2l] with 97 rows and 9 columns
request <AppServer.65004> on ATL24_20210407005021_02021101_006_02_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.65004> on ATL24_20210407005021_02021101_006_02_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.65004> on ATL24_20210407005021_02021101_006_02_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.65004> on ATL24_20210407005021_02021101_006_02_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.65004> on ATL24_20210407005021_02021101_006_02_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.63412> on ATL24_20240302221104_11472201_006_01_001_01.h5 generated dataframe [gt2l] with 9 rows and 9 columns
request <AppServer.64228> on ATL24_20240630162658_02022401_006_01_001_01.h5 generated dataframe [gt3l] with 207 rows and 9 columns
request <AppServer.64228> on ATL24_20240630162658_02022401_006_01_001_01.h5 generated dataframe [gt2r] with 1 rows and 9 columns
request <AppServer.64228> on ATL24_20240630162658_02022401_006_01_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.64228> on ATL24_20240630162658_02022401_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.64228> on ATL24_20240630162658_02022401_006_01_001_01.h5 generated dataframe [gt1l] with 134 rows and 9 columns
Successfully completed processing resource [24 out of 110]: ATL24_20210407005021_02021101_006_02_001_01.h5
Successfully completed processing resource [34 out of 110]: ATL24_20240630162658_02022401_006_01_001_01.h5
request <AppServer.63408> on ATL24_20191013144852_02550507_006_02_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.63408> on ATL24_20191013144852_02550507_006_02_001_01.h5 generated dataframe [gt1l] with 46 rows and 9 columns
request <AppServer.63408> on ATL24_20191013144852_02550507_006_02_001_01.h5 generated dataframe [gt1r] with 161 rows and 9 columns
Successfully completed processing resource [21 out of 110]: ATL24_20191013144852_02550507_006_02_001_01.h5
request <AppServer.64181> on ATL24_20200908105433_11470801_006_02_001_01.h5 generated dataframe [gt3l] with 23 rows and 9 columns
request <AppServer.64181> on ATL24_20200908105433_11470801_006_02_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.64181> on ATL24_20200908105433_11470801_006_02_001_01.h5 generated dataframe [gt2l] with 221 rows and 9 columns
request <AppServer.64181> on ATL24_20200908105433_11470801_006_02_001_01.h5 generated dataframe [gt2r] with 22 rows and 9 columns
Successfully completed processing resource [25 out of 110]: ATL24_20200908105433_11470801_006_02_001_01.h5
request <AppServer.63755> on ATL24_20221204195321_11471701_006_02_001_01.h5 generated dataframe [gt3r] with 21 rows and 9 columns
request <AppServer.63755> on ATL24_20221204195321_11471701_006_02_001_01.h5 generated dataframe [gt2r] with 22 rows and 9 columns
request <AppServer.63755> on ATL24_20221204195321_11471701_006_02_001_01.h5 generated dataframe [gt2l] with 13 rows and 9 columns
Successfully completed processing resource [28 out of 110]: ATL24_20221204195321_11471701_006_02_001_01.h5
request <AppServer.63412> on ATL24_20240302221104_11472201_006_01_001_01.h5 generated dataframe [gt2r] with 29 rows and 9 columns
request <AppServer.65002> on ATL24_20240929120619_02022501_006_01_001_01.h5 generated dataframe [gt3r] with 20 rows and 9 columns
request <AppServer.65002> on ATL24_20240929120619_02022501_006_01_001_01.h5 generated dataframe [gt1l] with 260 rows and 9 columns
request <AppServer.63758> on ATL24_20240507071151_07582307_006_01_001_01.h5 generated dataframe [gt1r] with 4 rows and 9 columns
request <AppServer.63758> on ATL24_20240507071151_07582307_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.64229> on ATL24_20230102182922_02021801_006_02_001_01.h5 generated dataframe [gt3l] with 9 rows and 9 columns
request <AppServer.63412> on ATL24_20240302221104_11472201_006_01_001_01.h5 generated dataframe [gt1r] with 166 rows and 9 columns
request <AppServer.63758> on ATL24_20240507071151_07582307_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.63758> on ATL24_20240507071151_07582307_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.63758> on ATL24_20240507071151_07582307_006_01_001_01.h5 generated dataframe [gt2l] with 1 rows and 9 columns
request <AppServer.63758> on ATL24_20240507071151_07582307_006_01_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.64183> on ATL24_20210906173404_11471201_006_02_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.63759> on ATL24_20230309033037_12001807_006_02_001_01.h5 generated dataframe [gt1l] with 79 rows and 9 columns
Successfully completed processing resource [35 out of 110]: ATL24_20240507071151_07582307_006_01_001_01.h5
request <AppServer.63415> on ATL24_20200708135046_02020801_006_01_001_01.h5 generated dataframe [gt1r] with 31 rows and 9 columns
request <AppServer.63415> on ATL24_20200708135046_02020801_006_01_001_01.h5 generated dataframe [gt2r] with 15 rows and 9 columns
request <AppServer.65007> on ATL24_20240429192255_06442301_006_01_001_01.h5 generated dataframe [gt1l] with 13 rows and 9 columns
request <AppServer.65007> on ATL24_20240429192255_06442301_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.63415> on ATL24_20200708135046_02020801_006_01_001_01.h5 generated dataframe [gt3r] with 119 rows and 9 columns
request <AppServer.64229> on ATL24_20230102182922_02021801_006_02_001_01.h5 generated dataframe [gt2l] with 9 rows and 9 columns
request <AppServer.64229> on ATL24_20230102182922_02021801_006_02_001_01.h5 generated dataframe [gt1l] with 10 rows and 9 columns
request <AppServer.63415> on ATL24_20200708135046_02020801_006_01_001_01.h5 generated dataframe [gt3l] with 633 rows and 9 columns
request <AppServer.63415> on ATL24_20200708135046_02020801_006_01_001_01.h5 generated dataframe [gt2l] with 30 rows and 9 columns
request <AppServer.63415> on ATL24_20200708135046_02020801_006_01_001_01.h5 generated dataframe [gt1l] with 524 rows and 9 columns
Successfully completed processing resource [38 out of 110]: ATL24_20200708135046_02020801_006_01_001_01.h5
request <AppServer.64183> on ATL24_20210906173404_11471201_006_02_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.63759> on ATL24_20230309033037_12001807_006_02_001_01.h5 generated dataframe [gt2l] with 27 rows and 9 columns
request <AppServer.63759> on ATL24_20230309033037_12001807_006_02_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.63759> on ATL24_20230309033037_12001807_006_02_001_01.h5 generated dataframe [gt2r] with 6 rows and 9 columns
request <AppServer.63759> on ATL24_20230309033037_12001807_006_02_001_01.h5 generated dataframe [gt3r] with 8 rows and 9 columns
request <AppServer.63759> on ATL24_20230309033037_12001807_006_02_001_01.h5 generated dataframe [gt3l] with 274 rows and 9 columns
request <AppServer.65002> on ATL24_20240929120619_02022501_006_01_001_01.h5 generated dataframe [gt2l] with 234 rows and 9 columns
request <AppServer.65002> on ATL24_20240929120619_02022501_006_01_001_01.h5 generated dataframe [gt2r] with 16 rows and 9 columns
request <AppServer.65008> on ATL24_20181212171558_11470101_006_02_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.65007> on ATL24_20240429192255_06442301_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.65007> on ATL24_20240429192255_06442301_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.65007> on ATL24_20240429192255_06442301_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.65007> on ATL24_20240429192255_06442301_006_01_001_01.h5 generated dataframe [gt1r] with 86 rows and 9 columns
Successfully completed processing resource [40 out of 110]: ATL24_20230309033037_12001807_006_02_001_01.h5
Successfully completed processing resource [36 out of 110]: ATL24_20240429192255_06442301_006_01_001_01.h5
request <AppServer.64233> on ATL24_20220504060556_06441501_006_01_001_01.h5 generated dataframe [gt1r] with 13 rows and 9 columns
request <AppServer.64229> on ATL24_20230102182922_02021801_006_02_001_01.h5 generated dataframe [gt1r] with 22 rows and 9 columns
request <AppServer.64229> on ATL24_20230102182922_02021801_006_02_001_01.h5 generated dataframe [gt2r] with 29 rows and 9 columns
request <AppServer.64229> on ATL24_20230102182922_02021801_006_02_001_01.h5 generated dataframe [gt3r] with 4 rows and 9 columns
Successfully completed processing resource [31 out of 110]: ATL24_20230102182922_02021801_006_02_001_01.h5
request <AppServer.64183> on ATL24_20210906173404_11471201_006_02_001_01.h5 generated dataframe [gt3r] with 2 rows and 9 columns
request <AppServer.64183> on ATL24_20210906173404_11471201_006_02_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.64186> on ATL24_20200310193500_11470601_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.64183> on ATL24_20210906173404_11471201_006_02_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.64183> on ATL24_20210906173404_11471201_006_02_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.64186> on ATL24_20200310193500_11470601_006_01_001_01.h5 generated dataframe [gt2l] with 5 rows and 9 columns
request <AppServer.64186> on ATL24_20200310193500_11470601_006_01_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.64186> on ATL24_20200310193500_11470601_006_01_001_01.h5 generated dataframe [gt1r] with 6 rows and 9 columns
request <AppServer.64186> on ATL24_20200310193500_11470601_006_01_001_01.h5 generated dataframe [gt2r] with 3 rows and 9 columns
Successfully completed processing resource [30 out of 110]: ATL24_20210906173404_11471201_006_02_001_01.h5
request <AppServer.65002> on ATL24_20240929120619_02022501_006_01_001_01.h5 generated dataframe [gt3l] with 597 rows and 9 columns
request <AppServer.65002> on ATL24_20240929120619_02022501_006_01_001_01.h5 generated dataframe [gt1r] with 14 rows and 9 columns
Successfully completed processing resource [29 out of 110]: ATL24_20240929120619_02022501_006_01_001_01.h5
request <AppServer.64231> on ATL24_20210505232624_06441101_006_01_001_01.h5 generated dataframe [gt3r] with 279 rows and 9 columns
request <AppServer.64231> on ATL24_20210505232624_06441101_006_01_001_01.h5 generated dataframe [gt3l] with 26 rows and 9 columns
request <AppServer.64231> on ATL24_20210505232624_06441101_006_01_001_01.h5 generated dataframe [gt2r] with 343 rows and 9 columns
request <AppServer.64231> on ATL24_20210505232624_06441101_006_01_001_01.h5 generated dataframe [gt1r] with 248 rows and 9 columns
request <AppServer.64231> on ATL24_20210505232624_06441101_006_01_001_01.h5 generated dataframe [gt2l] with 43 rows and 9 columns
request <AppServer.64231> on ATL24_20210505232624_06441101_006_01_001_01.h5 generated dataframe [gt1l] with 6 rows and 9 columns
Successfully completed processing resource [39 out of 110]: ATL24_20210505232624_06441101_006_01_001_01.h5
request <AppServer.63763> on ATL24_20240306100828_12002207_006_01_001_01.h5 generated dataframe [gt3l] with 14 rows and 9 columns
request <AppServer.63763> on ATL24_20240306100828_12002207_006_01_001_01.h5 generated dataframe [gt2l] with 16 rows and 9 columns
request <AppServer.63763> on ATL24_20240306100828_12002207_006_01_001_01.h5 generated dataframe [gt1l] with 22 rows and 9 columns
request <AppServer.65008> on ATL24_20181212171558_11470101_006_02_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.65008> on ATL24_20181212171558_11470101_006_02_001_01.h5 generated dataframe [gt3l] with 28 rows and 9 columns
request <AppServer.65008> on ATL24_20181212171558_11470101_006_02_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.64233> on ATL24_20220504060556_06441501_006_01_001_01.h5 generated dataframe [gt3l] with 22 rows and 9 columns
request <AppServer.64233> on ATL24_20220504060556_06441501_006_01_001_01.h5 generated dataframe [gt2r] with 4 rows and 9 columns
request <AppServer.64233> on ATL24_20220504060556_06441501_006_01_001_01.h5 generated dataframe [gt3r] with 5 rows and 9 columns
request <AppServer.64233> on ATL24_20220504060556_06441501_006_01_001_01.h5 generated dataframe [gt2l] with 28 rows and 9 columns
request <AppServer.64233> on ATL24_20220504060556_06441501_006_01_001_01.h5 generated dataframe [gt1l] with 281 rows and 9 columns
request <AppServer.63763> on ATL24_20240306100828_12002207_006_01_001_01.h5 generated dataframe [gt1r] with 404 rows and 9 columns
request <AppServer.63763> on ATL24_20240306100828_12002207_006_01_001_01.h5 generated dataframe [gt2r] with 189 rows and 9 columns
request <AppServer.63763> on ATL24_20240306100828_12002207_006_01_001_01.h5 generated dataframe [gt3r] with 308 rows and 9 columns
request <AppServer.64186> on ATL24_20200310193500_11470601_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
Successfully completed processing resource [42 out of 110]: ATL24_20220504060556_06441501_006_01_001_01.h5
Successfully completed processing resource [43 out of 110]: ATL24_20240306100828_12002207_006_01_001_01.h5
Successfully completed processing resource [37 out of 110]: ATL24_20200310193500_11470601_006_01_001_01.h5
request <AppServer.63412> on ATL24_20240302221104_11472201_006_01_001_01.h5 generated dataframe [gt3r] with 73 rows and 9 columns
request <AppServer.63418> on ATL24_20231206142907_12002107_006_02_001_01.h5 generated dataframe [gt1l] with 34 rows and 9 columns
request <AppServer.63412> on ATL24_20240302221104_11472201_006_01_001_01.h5 generated dataframe [gt3l] with 5 rows and 9 columns
Successfully completed processing resource [27 out of 110]: ATL24_20240302221104_11472201_006_01_001_01.h5
request <AppServer.65010> on ATL24_20240206113234_07582207_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.65010> on ATL24_20240206113234_07582207_006_01_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.64188> on ATL24_20240101010740_02022201_006_01_001_01.h5 generated dataframe [gt2l] with 1 rows and 9 columns
request <AppServer.63418> on ATL24_20231206142907_12002107_006_02_001_01.h5 generated dataframe [gt3l] with 48 rows and 9 columns
request <AppServer.63418> on ATL24_20231206142907_12002107_006_02_001_01.h5 generated dataframe [gt2l] with 13 rows and 9 columns
request <AppServer.65008> on ATL24_20181212171558_11470101_006_02_001_01.h5 generated dataframe [gt3r] with 81 rows and 9 columns
request <AppServer.65008> on ATL24_20181212171558_11470101_006_02_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.65010> on ATL24_20240206113234_07582207_006_01_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.64188> on ATL24_20240101010740_02022201_006_01_001_01.h5 generated dataframe [gt3l] with 10 rows and 9 columns
request <AppServer.64188> on ATL24_20240101010740_02022201_006_01_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.64188> on ATL24_20240101010740_02022201_006_01_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.64188> on ATL24_20240101010740_02022201_006_01_001_01.h5 generated dataframe [gt2r] with 2 rows and 9 columns
Successfully completed processing resource [41 out of 110]: ATL24_20181212171558_11470101_006_02_001_01.h5
request <AppServer.65010> on ATL24_20240206113234_07582207_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.65010> on ATL24_20240206113234_07582207_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.65010> on ATL24_20240206113234_07582207_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.64188> on ATL24_20240101010740_02022201_006_01_001_01.h5 generated dataframe [gt3r] with 109 rows and 9 columns
Successfully completed processing resource [46 out of 110]: ATL24_20240101010740_02022201_006_01_001_01.h5
Successfully completed processing resource [45 out of 110]: ATL24_20240206113234_07582207_006_01_001_01.h5
request <AppServer.63417> on ATL24_20210312141141_12001007_006_01_001_01.h5 generated dataframe [gt2l] with 5 rows and 9 columns
request <AppServer.63418> on ATL24_20231206142907_12002107_006_02_001_01.h5 generated dataframe [gt1r] with 756 rows and 9 columns
request <AppServer.63417> on ATL24_20210312141141_12001007_006_01_001_01.h5 generated dataframe [gt1l] with 3 rows and 9 columns
request <AppServer.64237> on ATL24_20241104223126_07582507_006_01_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.64237> on ATL24_20241104223126_07582507_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.64237> on ATL24_20241104223126_07582507_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.64237> on ATL24_20241104223126_07582507_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.64237> on ATL24_20241104223126_07582507_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.64237> on ATL24_20241104223126_07582507_006_01_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
Successfully completed processing resource [50 out of 110]: ATL24_20241104223126_07582507_006_01_001_01.h5
request <AppServer.63765> on ATL24_20200911225156_12000807_006_02_001_01.h5 generated dataframe [gt2r] with 58 rows and 9 columns
request <AppServer.63765> on ATL24_20200911225156_12000807_006_02_001_01.h5 generated dataframe [gt1r] with 77 rows and 9 columns
request <AppServer.63417> on ATL24_20210312141141_12001007_006_01_001_01.h5 generated dataframe [gt3l] with 9 rows and 9 columns
request <AppServer.63764> on ATL24_20200108223113_02020601_006_01_001_01.h5 generated dataframe [gt3r] with 158 rows and 9 columns
request <AppServer.63764> on ATL24_20200108223113_02020601_006_01_001_01.h5 generated dataframe [gt2r] with 183 rows and 9 columns
request <AppServer.63764> on ATL24_20200108223113_02020601_006_01_001_01.h5 generated dataframe [gt1r] with 342 rows and 9 columns
request <AppServer.63764> on ATL24_20200108223113_02020601_006_01_001_01.h5 generated dataframe [gt3l] with 9 rows and 9 columns
request <AppServer.63764> on ATL24_20200108223113_02020601_006_01_001_01.h5 generated dataframe [gt2l] with 13 rows and 9 columns
request <AppServer.63764> on ATL24_20200108223113_02020601_006_01_001_01.h5 generated dataframe [gt1l] with 3 rows and 9 columns
request <AppServer.63765> on ATL24_20200911225156_12000807_006_02_001_01.h5 generated dataframe [gt1l] with 855 rows and 9 columns
request <AppServer.63765> on ATL24_20200911225156_12000807_006_02_001_01.h5 generated dataframe [gt3r] with 22 rows and 9 columns
Successfully completed processing resource [49 out of 110]: ATL24_20200108223113_02020601_006_01_001_01.h5
request <AppServer.65013> on ATL24_20210204034634_06441001_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.65013> on ATL24_20210204034634_06441001_006_01_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.63767> on ATL24_20201112195542_07580907_006_01_001_01.h5 generated dataframe [gt3l] with 19 rows and 9 columns
request <AppServer.63767> on ATL24_20201112195542_07580907_006_01_001_01.h5 generated dataframe [gt1l] with 13 rows and 9 columns
request <AppServer.63767> on ATL24_20201112195542_07580907_006_01_001_01.h5 generated dataframe [gt2l] with 25 rows and 9 columns
request <AppServer.63767> on ATL24_20201112195542_07580907_006_01_001_01.h5 generated dataframe [gt1r] with 1 rows and 9 columns
request <AppServer.63767> on ATL24_20201112195542_07580907_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.63767> on ATL24_20201112195542_07580907_006_01_001_01.h5 generated dataframe [gt3r] with 9 rows and 9 columns
Successfully completed processing resource [53 out of 110]: ATL24_20201112195542_07580907_006_01_001_01.h5
request <AppServer.65013> on ATL24_20210204034634_06441001_006_01_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.65013> on ATL24_20210204034634_06441001_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.63418> on ATL24_20231206142907_12002107_006_02_001_01.h5 generated dataframe [gt3r] with 873 rows and 9 columns
request <AppServer.64239> on ATL24_20200112102836_02550607_006_01_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.63420> on ATL24_20190216021718_07580207_006_02_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.63420> on ATL24_20190216021718_07580207_006_02_001_01.h5 generated dataframe [gt2r] with 1 rows and 9 columns
request <AppServer.65013> on ATL24_20210204034634_06441001_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.65013> on ATL24_20210204034634_06441001_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
Successfully completed processing resource [52 out of 110]: ATL24_20210204034634_06441001_006_01_001_01.h5
request <AppServer.63418> on ATL24_20231206142907_12002107_006_02_001_01.h5 generated dataframe [gt2r] with 464 rows and 9 columns
request <AppServer.63420> on ATL24_20190216021718_07580207_006_02_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
Successfully completed processing resource [48 out of 110]: ATL24_20231206142907_12002107_006_02_001_01.h5
request <AppServer.63420> on ATL24_20190216021718_07580207_006_02_001_01.h5 generated dataframe [gt3l] with 3 rows and 9 columns
request <AppServer.63420> on ATL24_20190216021718_07580207_006_02_001_01.h5 generated dataframe [gt2l] with 1 rows and 9 columns
request <AppServer.63420> on ATL24_20190216021718_07580207_006_02_001_01.h5 generated dataframe [gt1l] with 1 rows and 9 columns
Successfully completed processing resource [55 out of 110]: ATL24_20190216021718_07580207_006_02_001_01.h5
request <AppServer.64239> on ATL24_20200112102836_02550607_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.63417> on ATL24_20210312141141_12001007_006_01_001_01.h5 generated dataframe [gt3r] with 12 rows and 9 columns
request <AppServer.63417> on ATL24_20210312141141_12001007_006_01_001_01.h5 generated dataframe [gt2r] with 22 rows and 9 columns
request <AppServer.63417> on ATL24_20210312141141_12001007_006_01_001_01.h5 generated dataframe [gt1r] with 38 rows and 9 columns
Successfully completed processing resource [44 out of 110]: ATL24_20210312141141_12001007_006_01_001_01.h5
request <AppServer.64192> on ATL24_20210706203010_02021201_006_01_001_01.h5 generated dataframe [gt2r] with 745 rows and 9 columns
request <AppServer.64192> on ATL24_20210706203010_02021201_006_01_001_01.h5 generated dataframe [gt1r] with 701 rows and 9 columns
request <AppServer.64192> on ATL24_20210706203010_02021201_006_01_001_01.h5 generated dataframe [gt1l] with 46 rows and 9 columns
request <AppServer.64192> on ATL24_20210706203010_02021201_006_01_001_01.h5 generated dataframe [gt2l] with 46 rows and 9 columns
request <AppServer.64192> on ATL24_20210706203010_02021201_006_01_001_01.h5 generated dataframe [gt3l] with 27 rows and 9 columns
request <AppServer.63772> on ATL24_20220310205113_12001407_006_01_001_01.h5 generated dataframe [gt2r] with 32 rows and 9 columns
request <AppServer.63772> on ATL24_20220310205113_12001407_006_01_001_01.h5 generated dataframe [gt1r] with 28 rows and 9 columns
request <AppServer.65014> on ATL24_20231005172525_02552107_006_02_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.65014> on ATL24_20231005172525_02552107_006_02_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.63765> on ATL24_20200911225156_12000807_006_02_001_01.h5 generated dataframe [gt3l] with 460 rows and 9 columns
request <AppServer.63765> on ATL24_20200911225156_12000807_006_02_001_01.h5 generated dataframe [gt2l] with 559 rows and 9 columns
request <AppServer.63772> on ATL24_20220310205113_12001407_006_01_001_01.h5 generated dataframe [gt1l] with 595 rows and 9 columns
request <AppServer.64239> on ATL24_20200112102836_02550607_006_01_001_01.h5 generated dataframe [gt3r] with 38 rows and 9 columns
request <AppServer.64239> on ATL24_20200112102836_02550607_006_01_001_01.h5 generated dataframe [gt3l] with 5 rows and 9 columns
request <AppServer.64239> on ATL24_20200112102836_02550607_006_01_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.64239> on ATL24_20200112102836_02550607_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
Successfully completed processing resource [47 out of 110]: ATL24_20200911225156_12000807_006_02_001_01.h5
Successfully completed processing resource [56 out of 110]: ATL24_20200112102836_02550607_006_01_001_01.h5
request <AppServer.63772> on ATL24_20220310205113_12001407_006_01_001_01.h5 generated dataframe [gt3r] with 25 rows and 9 columns
request <AppServer.63772> on ATL24_20220310205113_12001407_006_01_001_01.h5 generated dataframe [gt3l] with 642 rows and 9 columns
request <AppServer.63772> on ATL24_20220310205113_12001407_006_01_001_01.h5 generated dataframe [gt2l] with 462 rows and 9 columns
Successfully completed processing resource [65 out of 110]: ATL24_20220310205113_12001407_006_01_001_01.h5
request <AppServer.65018> on ATL24_20230801082422_06442001_006_02_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.65018> on ATL24_20230801082422_06442001_006_02_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.65017> on ATL24_20200214085618_07580607_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.65017> on ATL24_20200214085618_07580607_006_01_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.65017> on ATL24_20200214085618_07580607_006_01_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.65017> on ATL24_20200214085618_07580607_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.64238> on ATL24_20230906184913_12002007_006_02_001_01.h5 generated dataframe [gt1l] with 312 rows and 9 columns
request <AppServer.64238> on ATL24_20230906184913_12002007_006_02_001_01.h5 generated dataframe [gt2l] with 182 rows and 9 columns
request <AppServer.65018> on ATL24_20230801082422_06442001_006_02_001_01.h5 generated dataframe [gt1l] with 11 rows and 9 columns
request <AppServer.65018> on ATL24_20230801082422_06442001_006_02_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.64192> on ATL24_20210706203010_02021201_006_01_001_01.h5 generated dataframe [gt3r] with 861 rows and 9 columns
Successfully completed processing resource [57 out of 110]: ATL24_20210706203010_02021201_006_01_001_01.h5
request <AppServer.65018> on ATL24_20230801082422_06442001_006_02_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.65018> on ATL24_20230801082422_06442001_006_02_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.65017> on ATL24_20200214085618_07580607_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
Successfully completed processing resource [64 out of 110]: ATL24_20230801082422_06442001_006_02_001_01.h5
request <AppServer.65014> on ATL24_20231005172525_02552107_006_02_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.65014> on ATL24_20231005172525_02552107_006_02_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.65014> on ATL24_20231005172525_02552107_006_02_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.65014> on ATL24_20231005172525_02552107_006_02_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
Successfully completed processing resource [58 out of 110]: ATL24_20231005172525_02552107_006_02_001_01.h5
request <AppServer.64191> on ATL24_20231107155254_07582107_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.64191> on ATL24_20231107155254_07582107_006_01_001_01.h5 generated dataframe [gt2r] with 39 rows and 9 columns
request <AppServer.64191> on ATL24_20231107155254_07582107_006_01_001_01.h5 generated dataframe [gt1r] with 165 rows and 9 columns
request <AppServer.64191> on ATL24_20231107155254_07582107_006_01_001_01.h5 generated dataframe [gt1l] with 19 rows and 9 columns
request <AppServer.64191> on ATL24_20231107155254_07582107_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.64191> on ATL24_20231107155254_07582107_006_01_001_01.h5 generated dataframe [gt2l] with 2 rows and 9 columns
Successfully completed processing resource [51 out of 110]: ATL24_20231107155254_07582107_006_01_001_01.h5
request <AppServer.65017> on ATL24_20200214085618_07580607_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.63771> on ATL24_20230403140901_02021901_006_02_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.63771> on ATL24_20230403140901_02021901_006_02_001_01.h5 generated dataframe [gt2r] with 4 rows and 9 columns
Successfully completed processing resource [60 out of 110]: ATL24_20200214085618_07580607_006_01_001_01.h5
request <AppServer.64195> on ATL24_20230808201324_07582007_006_02_001_01.h5 generated dataframe [gt1l] with 59 rows and 9 columns
request <AppServer.64195> on ATL24_20230808201324_07582007_006_02_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.63775> on ATL24_20230703094832_02022001_006_02_001_01.h5 generated dataframe [gt3l] with 898 rows and 9 columns
request <AppServer.64238> on ATL24_20230906184913_12002007_006_02_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.64238> on ATL24_20230906184913_12002007_006_02_001_01.h5 generated dataframe [gt2r] with 37 rows and 9 columns
request <AppServer.64238> on ATL24_20230906184913_12002007_006_02_001_01.h5 generated dataframe [gt3r] with 30 rows and 9 columns
request <AppServer.64238> on ATL24_20230906184913_12002007_006_02_001_01.h5 generated dataframe [gt1r] with 31 rows and 9 columns
request <AppServer.63775> on ATL24_20230703094832_02022001_006_02_001_01.h5 generated dataframe [gt1l] with 1186 rows and 9 columns
request <AppServer.63775> on ATL24_20230703094832_02022001_006_02_001_01.h5 generated dataframe [gt3r] with 62 rows and 9 columns
request <AppServer.63775> on ATL24_20230703094832_02022001_006_02_001_01.h5 generated dataframe [gt1r] with 159 rows and 9 columns
Successfully completed processing resource [59 out of 110]: ATL24_20230906184913_12002007_006_02_001_01.h5
request <AppServer.63775> on ATL24_20230703094832_02022001_006_02_001_01.h5 generated dataframe [gt2l] with 1031 rows and 9 columns
request <AppServer.63775> on ATL24_20230703094832_02022001_006_02_001_01.h5 generated dataframe [gt2r] with 192 rows and 9 columns
Successfully completed processing resource [67 out of 110]: ATL24_20230703094832_02022001_006_02_001_01.h5
request <AppServer.64241> on ATL24_20181117063731_07580107_006_02_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.64241> on ATL24_20181117063731_07580107_006_02_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.64241> on ATL24_20181117063731_07580107_006_02_001_01.h5 generated dataframe [gt1r] with 4 rows and 9 columns
request <AppServer.64241> on ATL24_20181117063731_07580107_006_02_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.64241> on ATL24_20181117063731_07580107_006_02_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.64241> on ATL24_20181117063731_07580107_006_02_001_01.h5 generated dataframe [gt2r] with 1 rows and 9 columns
Successfully completed processing resource [63 out of 110]: ATL24_20181117063731_07580107_006_02_001_01.h5
request <AppServer.63771> on ATL24_20230403140901_02021901_006_02_001_01.h5 generated dataframe [gt1l] with 45 rows and 9 columns
request <AppServer.64195> on ATL24_20230808201324_07582007_006_02_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.64195> on ATL24_20230808201324_07582007_006_02_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.64195> on ATL24_20230808201324_07582007_006_02_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.64195> on ATL24_20230808201324_07582007_006_02_001_01.h5 generated dataframe [gt1r] with 19 rows and 9 columns
Successfully completed processing resource [62 out of 110]: ATL24_20230808201324_07582007_006_02_001_01.h5
request <AppServer.63429> on ATL24_20200314073224_12000607_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.63429> on ATL24_20200314073224_12000607_006_01_001_01.h5 generated dataframe [gt1l] with 1 rows and 9 columns
request <AppServer.63429> on ATL24_20200314073224_12000607_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.64197> on ATL24_20190615203256_12000307_006_02_001_01.h5 generated dataframe [gt1r] with 37 rows and 9 columns
request <AppServer.63771> on ATL24_20230403140901_02021901_006_02_001_01.h5 generated dataframe [gt2l] with 19 rows and 9 columns
request <AppServer.63771> on ATL24_20230403140901_02021901_006_02_001_01.h5 generated dataframe [gt3l] with 185 rows and 9 columns
request <AppServer.63771> on ATL24_20230403140901_02021901_006_02_001_01.h5 generated dataframe [gt3r] with 11 rows and 9 columns
Successfully completed processing resource [61 out of 110]: ATL24_20230403140901_02021901_006_02_001_01.h5
request <AppServer.63428> on ATL24_20190914161246_12000407_006_02_001_01.h5 generated dataframe [gt1r] with 241 rows and 9 columns
request <AppServer.64243> on ATL24_20230706214553_02552007_006_02_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.63776> on ATL24_20230510003414_07581907_006_02_001_01.h5 generated dataframe [gt2l] with 8 rows and 9 columns
request <AppServer.63776> on ATL24_20230510003414_07581907_006_02_001_01.h5 generated dataframe [gt1l] with 76 rows and 9 columns
request <AppServer.63776> on ATL24_20230510003414_07581907_006_02_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.63776> on ATL24_20230510003414_07581907_006_02_001_01.h5 generated dataframe [gt3l] with 17 rows and 9 columns
request <AppServer.63776> on ATL24_20230510003414_07581907_006_02_001_01.h5 generated dataframe [gt1r] with 5 rows and 9 columns
request <AppServer.63776> on ATL24_20230510003414_07581907_006_02_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
Successfully completed processing resource [70 out of 110]: ATL24_20230510003414_07581907_006_02_001_01.h5
request <AppServer.63428> on ATL24_20190914161246_12000407_006_02_001_01.h5 generated dataframe [gt2r] with 59 rows and 9 columns
request <AppServer.63430> on ATL24_20200507164705_06440701_006_01_001_01.h5 generated dataframe [gt3l] with 8 rows and 9 columns
request <AppServer.63430> on ATL24_20200507164705_06440701_006_01_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.63430> on ATL24_20200507164705_06440701_006_01_001_01.h5 generated dataframe [gt2l] with 10 rows and 9 columns
request <AppServer.64197> on ATL24_20190615203256_12000307_006_02_001_01.h5 generated dataframe [gt3r] with 33 rows and 9 columns
request <AppServer.64200> on ATL24_20240806025157_07582407_006_01_001_01.h5 generated dataframe [gt1r] with 15 rows and 9 columns
request <AppServer.64200> on ATL24_20240806025157_07582407_006_01_001_01.h5 generated dataframe [gt2r] with 3 rows and 9 columns
request <AppServer.63429> on ATL24_20200314073224_12000607_006_01_001_01.h5 generated dataframe [gt1r] with 7 rows and 9 columns
request <AppServer.65026> on ATL24_20240904012751_12002407_006_01_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.64200> on ATL24_20240806025157_07582407_006_01_001_01.h5 generated dataframe [gt2l] with 44 rows and 9 columns
request <AppServer.64200> on ATL24_20240806025157_07582407_006_01_001_01.h5 generated dataframe [gt3r] with 7 rows and 9 columns
request <AppServer.64197> on ATL24_20190615203256_12000307_006_02_001_01.h5 generated dataframe [gt1l] with 910 rows and 9 columns
request <AppServer.64243> on ATL24_20230706214553_02552007_006_02_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.63429> on ATL24_20200314073224_12000607_006_01_001_01.h5 generated dataframe [gt2r] with 5 rows and 9 columns
request <AppServer.63428> on ATL24_20190914161246_12000407_006_02_001_01.h5 generated dataframe [gt3r] with 90 rows and 9 columns
request <AppServer.63428> on ATL24_20190914161246_12000407_006_02_001_01.h5 generated dataframe [gt3l] with 21 rows and 9 columns
request <AppServer.63428> on ATL24_20190914161246_12000407_006_02_001_01.h5 generated dataframe [gt2l] with 16 rows and 9 columns
request <AppServer.63428> on ATL24_20190914161246_12000407_006_02_001_01.h5 generated dataframe [gt1l] with 28 rows and 9 columns
Successfully completed processing resource [66 out of 110]: ATL24_20190914161246_12000407_006_02_001_01.h5
request <AppServer.65026> on ATL24_20240904012751_12002407_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.65026> on ATL24_20240904012751_12002407_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.64200> on ATL24_20240806025157_07582407_006_01_001_01.h5 generated dataframe [gt3l] with 55 rows and 9 columns
request <AppServer.64243> on ATL24_20230706214553_02552007_006_02_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.64243> on ATL24_20230706214553_02552007_006_02_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.64243> on ATL24_20230706214553_02552007_006_02_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.64243> on ATL24_20230706214553_02552007_006_02_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
Successfully completed processing resource [68 out of 110]: ATL24_20230706214553_02552007_006_02_001_01.h5
request <AppServer.63778> on ATL24_20200408181100_02020701_006_02_001_01.h5 generated dataframe [gt2r] with 13 rows and 9 columns
request <AppServer.63429> on ATL24_20200314073224_12000607_006_01_001_01.h5 generated dataframe [gt3r] with 26 rows and 9 columns
Successfully completed processing resource [69 out of 110]: ATL24_20200314073224_12000607_006_01_001_01.h5
request <AppServer.65026> on ATL24_20240904012751_12002407_006_01_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.64200> on ATL24_20240806025157_07582407_006_01_001_01.h5 generated dataframe [gt1l] with 128 rows and 9 columns
request <AppServer.64197> on ATL24_20190615203256_12000307_006_02_001_01.h5 generated dataframe [gt2l] with 977 rows and 9 columns
request <AppServer.64197> on ATL24_20190615203256_12000307_006_02_001_01.h5 generated dataframe [gt3l] with 929 rows and 9 columns
request <AppServer.64197> on ATL24_20190615203256_12000307_006_02_001_01.h5 generated dataframe [gt2r] with 80 rows and 9 columns
Successfully completed processing resource [72 out of 110]: ATL24_20190615203256_12000307_006_02_001_01.h5
Successfully completed processing resource [74 out of 110]: ATL24_20240806025157_07582407_006_01_001_01.h5
request <AppServer.63778> on ATL24_20200408181100_02020701_006_02_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.63778> on ATL24_20200408181100_02020701_006_02_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.63778> on ATL24_20200408181100_02020701_006_02_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.63778> on ATL24_20200408181100_02020701_006_02_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.63778> on ATL24_20200408181100_02020701_006_02_001_01.h5 generated dataframe [gt3r] with 3 rows and 9 columns
Successfully completed processing resource [76 out of 110]: ATL24_20200408181100_02020701_006_02_001_01.h5
request <AppServer.65026> on ATL24_20240904012751_12002407_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.65026> on ATL24_20240904012751_12002407_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
Successfully completed processing resource [80 out of 110]: ATL24_20240904012751_12002407_006_01_001_01.h5
request <AppServer.65024> on ATL24_20221003224939_02021701_006_01_001_01.h5 generated dataframe [gt1l] with 19 rows and 9 columns
request <AppServer.65024> on ATL24_20221003224939_02021701_006_01_001_01.h5 generated dataframe [gt2l] with 19 rows and 9 columns
request <AppServer.63430> on ATL24_20200507164705_06440701_006_01_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.63430> on ATL24_20200507164705_06440701_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.63430> on ATL24_20200507164705_06440701_006_01_001_01.h5 generated dataframe [gt3r] with 30 rows and 9 columns
request <AppServer.64247> on ATL24_20210513111529_07581107_006_01_001_01.h5 generated dataframe [gt3l] with 6 rows and 9 columns
request <AppServer.64247> on ATL24_20210513111529_07581107_006_01_001_01.h5 generated dataframe [gt1l] with 2 rows and 9 columns
request <AppServer.64247> on ATL24_20210513111529_07581107_006_01_001_01.h5 generated dataframe [gt2l] with 10 rows and 9 columns
Successfully completed processing resource [71 out of 110]: ATL24_20200507164705_06440701_006_01_001_01.h5
request <AppServer.64247> on ATL24_20210513111529_07581107_006_01_001_01.h5 generated dataframe [gt1r] with 51 rows and 9 columns
request <AppServer.65024> on ATL24_20221003224939_02021701_006_01_001_01.h5 generated dataframe [gt3l] with 35 rows and 9 columns
request <AppServer.64201> on ATL24_20200712014810_02550807_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.63435> on ATL24_20211206131400_11471301_006_01_001_01.h5 generated dataframe [gt1r] with 22 rows and 9 columns
request <AppServer.64201> on ATL24_20200712014810_02550807_006_01_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.64201> on ATL24_20200712014810_02550807_006_01_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.64201> on ATL24_20200712014810_02550807_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.64201> on ATL24_20200712014810_02550807_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.64201> on ATL24_20200712014810_02550807_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
Successfully completed processing resource [78 out of 110]: ATL24_20200712014810_02550807_006_01_001_01.h5
request <AppServer.64249> on ATL24_20190208142818_06440201_006_02_001_01.h5 generated dataframe [gt1r] with 42 rows and 9 columns
request <AppServer.64249> on ATL24_20190208142818_06440201_006_02_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.64249> on ATL24_20190208142818_06440201_006_02_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.64246> on ATL24_20211111023521_07581307_006_01_001_01.h5 generated dataframe [gt2l] with 34 rows and 9 columns
request <AppServer.64246> on ATL24_20211111023521_07581307_006_01_001_01.h5 generated dataframe [gt1l] with 21 rows and 9 columns
request <AppServer.64246> on ATL24_20211111023521_07581307_006_01_001_01.h5 generated dataframe [gt1r] with 1 rows and 9 columns
request <AppServer.64247> on ATL24_20210513111529_07581107_006_01_001_01.h5 generated dataframe [gt2r] with 54 rows and 9 columns
request <AppServer.64246> on ATL24_20211111023521_07581307_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.64246> on ATL24_20211111023521_07581307_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.64246> on ATL24_20211111023521_07581307_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.64205> on ATL24_20221208075042_12001707_006_02_001_01.h5 generated dataframe [gt3r] with 315 rows and 9 columns
request <AppServer.64205> on ATL24_20221208075042_12001707_006_02_001_01.h5 generated dataframe [gt3l] with 2 rows and 9 columns
request <AppServer.64205> on ATL24_20221208075042_12001707_006_02_001_01.h5 generated dataframe [gt2r] with 262 rows and 9 columns
request <AppServer.64205> on ATL24_20221208075042_12001707_006_02_001_01.h5 generated dataframe [gt1r] with 41 rows and 9 columns
request <AppServer.64205> on ATL24_20221208075042_12001707_006_02_001_01.h5 generated dataframe [gt2l] with 4 rows and 9 columns
request <AppServer.64205> on ATL24_20221208075042_12001707_006_02_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
Successfully completed processing resource [81 out of 110]: ATL24_20221208075042_12001707_006_02_001_01.h5
Successfully completed processing resource [75 out of 110]: ATL24_20211111023521_07581307_006_01_001_01.h5
request <AppServer.65025> on ATL24_20230131170528_06441801_006_02_001_01.h5 generated dataframe [gt3r] with 210 rows and 9 columns
request <AppServer.65025> on ATL24_20230131170528_06441801_006_02_001_01.h5 generated dataframe [gt3l] with 12 rows and 9 columns
request <AppServer.65025> on ATL24_20230131170528_06441801_006_02_001_01.h5 generated dataframe [gt2l] with 1 rows and 9 columns
request <AppServer.65025> on ATL24_20230131170528_06441801_006_02_001_01.h5 generated dataframe [gt2r] with 67 rows and 9 columns
request <AppServer.65025> on ATL24_20230131170528_06441801_006_02_001_01.h5 generated dataframe [gt1r] with 68 rows and 9 columns
request <AppServer.65025> on ATL24_20230131170528_06441801_006_02_001_01.h5 generated dataframe [gt1l] with 4 rows and 9 columns
Successfully completed processing resource [73 out of 110]: ATL24_20230131170528_06441801_006_02_001_01.h5
request <AppServer.63786> on ATL24_20220511175503_07581507_006_01_001_01.h5 generated dataframe [gt2l] with 26 rows and 9 columns
request <AppServer.63786> on ATL24_20220511175503_07581507_006_01_001_01.h5 generated dataframe [gt3l] with 33 rows and 9 columns
request <AppServer.63786> on ATL24_20220511175503_07581507_006_01_001_01.h5 generated dataframe [gt1l] with 34 rows and 9 columns
request <AppServer.63786> on ATL24_20220511175503_07581507_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.63786> on ATL24_20220511175503_07581507_006_01_001_01.h5 generated dataframe [gt1r] with 5 rows and 9 columns
request <AppServer.63786> on ATL24_20220511175503_07581507_006_01_001_01.h5 generated dataframe [gt3r] with 1 rows and 9 columns
Successfully completed processing resource [88 out of 110]: ATL24_20220511175503_07581507_006_01_001_01.h5
request <AppServer.63435> on ATL24_20211206131400_11471301_006_01_001_01.h5 generated dataframe [gt2l] with 62 rows and 9 columns
request <AppServer.63435> on ATL24_20211206131400_11471301_006_01_001_01.h5 generated dataframe [gt2r] with 5 rows and 9 columns
request <AppServer.63435> on ATL24_20211206131400_11471301_006_01_001_01.h5 generated dataframe [gt3r] with 11 rows and 9 columns
request <AppServer.63435> on ATL24_20211206131400_11471301_006_01_001_01.h5 generated dataframe [gt1l] with 99 rows and 9 columns
request <AppServer.63435> on ATL24_20211206131400_11471301_006_01_001_01.h5 generated dataframe [gt3l] with 62 rows and 9 columns
request <AppServer.65028> on ATL24_20220202102604_06441401_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.65024> on ATL24_20221003224939_02021701_006_01_001_01.h5 generated dataframe [gt3r] with 494 rows and 9 columns
request <AppServer.65024> on ATL24_20221003224939_02021701_006_01_001_01.h5 generated dataframe [gt1r] with 544 rows and 9 columns
request <AppServer.65024> on ATL24_20221003224939_02021701_006_01_001_01.h5 generated dataframe [gt2r] with 373 rows and 9 columns
Successfully completed processing resource [87 out of 110]: ATL24_20211206131400_11471301_006_01_001_01.h5
Successfully completed processing resource [77 out of 110]: ATL24_20221003224939_02021701_006_01_001_01.h5
request <AppServer.64247> on ATL24_20210513111529_07581107_006_01_001_01.h5 generated dataframe [gt3r] with 29 rows and 9 columns
request <AppServer.64249> on ATL24_20190208142818_06440201_006_02_001_01.h5 generated dataframe [gt1l] with 137 rows and 9 columns
request <AppServer.64249> on ATL24_20190208142818_06440201_006_02_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.64249> on ATL24_20190208142818_06440201_006_02_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
Successfully completed processing resource [85 out of 110]: ATL24_20190208142818_06440201_006_02_001_01.h5
Successfully completed processing resource [79 out of 110]: ATL24_20210513111529_07581107_006_01_001_01.h5
request <AppServer.63787> on ATL24_20220810133502_07581607_006_01_001_01.h5 generated dataframe [gt3l] with 11 rows and 9 columns
request <AppServer.80580> on ATL24_20200613031208_12000707_006_01_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.65028> on ATL24_20220202102604_06441401_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.65028> on ATL24_20220202102604_06441401_006_01_001_01.h5 generated dataframe [gt1l] with 24 rows and 9 columns
request <AppServer.65028> on ATL24_20220202102604_06441401_006_01_001_01.h5 generated dataframe [gt1r] with 1 rows and 9 columns
request <AppServer.65028> on ATL24_20220202102604_06441401_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.65028> on ATL24_20220202102604_06441401_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
Successfully completed processing resource [84 out of 110]: ATL24_20220202102604_06441401_006_01_001_01.h5
request <AppServer.63791> on ATL24_20231031040358_06442101_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.63787> on ATL24_20220810133502_07581607_006_01_001_01.h5 generated dataframe [gt3r] with 55 rows and 9 columns
request <AppServer.63787> on ATL24_20220810133502_07581607_006_01_001_01.h5 generated dataframe [gt1l] with 41 rows and 9 columns
request <AppServer.63791> on ATL24_20231031040358_06442101_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.63791> on ATL24_20231031040358_06442101_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.63791> on ATL24_20231031040358_06442101_006_01_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.63791> on ATL24_20231031040358_06442101_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.63791> on ATL24_20231031040358_06442101_006_01_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
Successfully completed processing resource [96 out of 110]: ATL24_20231031040358_06442101_006_01_001_01.h5
request <AppServer.63434> on ATL24_20220908121104_12001607_006_01_001_01.h5 generated dataframe [gt2r] with 1 rows and 9 columns
request <AppServer.63787> on ATL24_20220810133502_07581607_006_01_001_01.h5 generated dataframe [gt1r] with 149 rows and 9 columns
request <AppServer.63787> on ATL24_20220810133502_07581607_006_01_001_01.h5 generated dataframe [gt2r] with 27 rows and 9 columns
request <AppServer.63787> on ATL24_20220810133502_07581607_006_01_001_01.h5 generated dataframe [gt2l] with 6 rows and 9 columns
Successfully completed processing resource [83 out of 110]: ATL24_20220810133502_07581607_006_01_001_01.h5
request <AppServer.64211> on ATL24_20210910053126_12001207_006_02_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.64211> on ATL24_20210910053126_12001207_006_02_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.63439> on ATL24_20230208045431_07581807_006_02_001_01.h5 generated dataframe [gt1l] with 1 rows and 9 columns
request <AppServer.64253> on ATL24_20221007104701_02551707_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.64253> on ATL24_20221007104701_02551707_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.64253> on ATL24_20221007104701_02551707_006_01_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.64253> on ATL24_20221007104701_02551707_006_01_001_01.h5 generated dataframe [gt3l] with 8 rows and 9 columns
request <AppServer.64253> on ATL24_20221007104701_02551707_006_01_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.64253> on ATL24_20221007104701_02551707_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
Successfully completed processing resource [89 out of 110]: ATL24_20221007104701_02551707_006_01_001_01.h5
request <AppServer.63434> on ATL24_20220908121104_12001607_006_01_001_01.h5 generated dataframe [gt2l] with 7 rows and 9 columns
request <AppServer.63434> on ATL24_20220908121104_12001607_006_01_001_01.h5 generated dataframe [gt1l] with 1 rows and 9 columns
request <AppServer.63434> on ATL24_20220908121104_12001607_006_01_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.65032> on ATL24_20200515043608_07580707_006_01_001_01.h5 generated dataframe [gt1l] with 138 rows and 9 columns
request <AppServer.63438> on ATL24_20190313125558_11470201_006_02_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.63434> on ATL24_20220908121104_12001607_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.63434> on ATL24_20220908121104_12001607_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.64254> on ATL24_20230903065158_11472001_006_02_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
Successfully completed processing resource [82 out of 110]: ATL24_20220908121104_12001607_006_01_001_01.h5
request <AppServer.65031> on ATL24_20190317005321_12000207_006_02_001_01.h5 generated dataframe [gt3r] with 139 rows and 9 columns
request <AppServer.65031> on ATL24_20190317005321_12000207_006_02_001_01.h5 generated dataframe [gt1r] with 81 rows and 9 columns
request <AppServer.64254> on ATL24_20230903065158_11472001_006_02_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.64254> on ATL24_20230903065158_11472001_006_02_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.63438> on ATL24_20190313125558_11470201_006_02_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.64210> on ATL24_20190510100756_06440301_006_02_001_01.h5 generated dataframe [gt1l] with 10 rows and 9 columns
request <AppServer.64210> on ATL24_20190510100756_06440301_006_02_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.64210> on ATL24_20190510100756_06440301_006_02_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.64210> on ATL24_20190510100756_06440301_006_02_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.64210> on ATL24_20190510100756_06440301_006_02_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.64211> on ATL24_20210910053126_12001207_006_02_001_01.h5 generated dataframe [gt3r] with 283 rows and 9 columns
request <AppServer.64211> on ATL24_20210910053126_12001207_006_02_001_01.h5 generated dataframe [gt3l] with 23 rows and 9 columns
request <AppServer.64211> on ATL24_20210910053126_12001207_006_02_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.64211> on ATL24_20210910053126_12001207_006_02_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
Successfully completed processing resource [91 out of 110]: ATL24_20210910053126_12001207_006_02_001_01.h5
request <AppServer.63439> on ATL24_20230208045431_07581807_006_02_001_01.h5 generated dataframe [gt3l] with 8 rows and 9 columns
request <AppServer.63439> on ATL24_20230208045431_07581807_006_02_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.64210> on ATL24_20190510100756_06440301_006_02_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
Successfully completed processing resource [97 out of 110]: ATL24_20190510100756_06440301_006_02_001_01.h5
request <AppServer.63441> on ATL24_20211210011123_12001307_006_01_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.65031> on ATL24_20190317005321_12000207_006_02_001_01.h5 generated dataframe [gt1l] with 348 rows and 9 columns
request <AppServer.65031> on ATL24_20190317005321_12000207_006_02_001_01.h5 generated dataframe [gt2l] with 590 rows and 9 columns
request <AppServer.65031> on ATL24_20190317005321_12000207_006_02_001_01.h5 generated dataframe [gt3l] with 1067 rows and 9 columns
request <AppServer.65031> on ATL24_20190317005321_12000207_006_02_001_01.h5 generated dataframe [gt2r] with 74 rows and 9 columns
Successfully completed processing resource [93 out of 110]: ATL24_20190317005321_12000207_006_02_001_01.h5
request <AppServer.64257> on ATL24_20210106051028_02021001_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.63438> on ATL24_20190313125558_11470201_006_02_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.65037> on ATL24_20201007093033_02020901_006_01_001_01.h5 generated dataframe [gt2l] with 221 rows and 9 columns
request <AppServer.65037> on ATL24_20201007093033_02020901_006_01_001_01.h5 generated dataframe [gt1r] with 6 rows and 9 columns
request <AppServer.65037> on ATL24_20201007093033_02020901_006_01_001_01.h5 generated dataframe [gt3r] with 52 rows and 9 columns
request <AppServer.64204> on ATL24_20220609163109_12001507_006_01_001_01.h5 generated dataframe [gt1r] with 328 rows and 9 columns
request <AppServer.63439> on ATL24_20230208045431_07581807_006_02_001_01.h5 generated dataframe [gt3r] with 47 rows and 9 columns
request <AppServer.63441> on ATL24_20211210011123_12001307_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.63441> on ATL24_20211210011123_12001307_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.64257> on ATL24_20210106051028_02021001_006_01_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.63441> on ATL24_20211210011123_12001307_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.63441> on ATL24_20211210011123_12001307_006_01_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.63441> on ATL24_20211210011123_12001307_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
Successfully completed processing resource [103 out of 110]: ATL24_20211210011123_12001307_006_01_001_01.h5
request <AppServer.64204> on ATL24_20220609163109_12001507_006_01_001_01.h5 generated dataframe [gt2r] with 207 rows and 9 columns
request <AppServer.64204> on ATL24_20220609163109_12001507_006_01_001_01.h5 generated dataframe [gt2l] with 14 rows and 9 columns
request <AppServer.64204> on ATL24_20220609163109_12001507_006_01_001_01.h5 generated dataframe [gt3l] with 25 rows and 9 columns
request <AppServer.65032> on ATL24_20200515043608_07580707_006_01_001_01.h5 generated dataframe [gt1r] with 7 rows and 9 columns
request <AppServer.65032> on ATL24_20200515043608_07580707_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.65037> on ATL24_20201007093033_02020901_006_01_001_01.h5 generated dataframe [gt3l] with 386 rows and 9 columns
request <AppServer.65037> on ATL24_20201007093033_02020901_006_01_001_01.h5 generated dataframe [gt1l] with 65 rows and 9 columns
request <AppServer.65037> on ATL24_20201007093033_02020901_006_01_001_01.h5 generated dataframe [gt2r] with 12 rows and 9 columns
request <AppServer.65032> on ATL24_20200515043608_07580707_006_01_001_01.h5 generated dataframe [gt3l] with 20 rows and 9 columns
request <AppServer.65032> on ATL24_20200515043608_07580707_006_01_001_01.h5 generated dataframe [gt2l] with 39 rows and 9 columns
request <AppServer.65032> on ATL24_20200515043608_07580707_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
Successfully completed processing resource [101 out of 110]: ATL24_20201007093033_02020901_006_01_001_01.h5
Successfully completed processing resource [99 out of 110]: ATL24_20200515043608_07580707_006_01_001_01.h5
request <AppServer.64204> on ATL24_20220609163109_12001507_006_01_001_01.h5 generated dataframe [gt3r] with 119 rows and 9 columns
request <AppServer.64204> on ATL24_20220609163109_12001507_006_01_001_01.h5 generated dataframe [gt1l] with 25 rows and 9 columns
Successfully completed processing resource [86 out of 110]: ATL24_20220609163109_12001507_006_01_001_01.h5
request <AppServer.64257> on ATL24_20210106051028_02021001_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.64254> on ATL24_20230903065158_11472001_006_02_001_01.h5 generated dataframe [gt3l] with 3 rows and 9 columns
request <AppServer.64254> on ATL24_20230903065158_11472001_006_02_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.64254> on ATL24_20230903065158_11472001_006_02_001_01.h5 generated dataframe [gt2l] with 9 rows and 9 columns
Successfully completed processing resource [95 out of 110]: ATL24_20230903065158_11472001_006_02_001_01.h5
request <AppServer.63438> on ATL24_20190313125558_11470201_006_02_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.63438> on ATL24_20190313125558_11470201_006_02_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.63438> on ATL24_20190313125558_11470201_006_02_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.63790> on ATL24_20190110155204_02020201_006_02_001_01.h5 generated dataframe [gt1l] with 671 rows and 9 columns
Successfully completed processing resource [92 out of 110]: ATL24_20190313125558_11470201_006_02_001_01.h5
request <AppServer.64255> on ATL24_20231203023138_11472101_006_02_001_01.h5 generated dataframe [gt3r] with 61 rows and 9 columns
request <AppServer.64257> on ATL24_20210106051028_02021001_006_01_001_01.h5 generated dataframe [gt1l] with 13 rows and 9 columns
request <AppServer.64257> on ATL24_20210106051028_02021001_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.64255> on ATL24_20231203023138_11472101_006_02_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.64255> on ATL24_20231203023138_11472101_006_02_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.64255> on ATL24_20231203023138_11472101_006_02_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.64255> on ATL24_20231203023138_11472101_006_02_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.64255> on ATL24_20231203023138_11472101_006_02_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.64257> on ATL24_20210106051028_02021001_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
Successfully completed processing resource [100 out of 110]: ATL24_20231203023138_11472101_006_02_001_01.h5
Successfully completed processing resource [102 out of 110]: ATL24_20210106051028_02021001_006_01_001_01.h5
request <AppServer.63790> on ATL24_20190110155204_02020201_006_02_001_01.h5 generated dataframe [gt3l] with 452 rows and 9 columns
request <AppServer.63790> on ATL24_20190110155204_02020201_006_02_001_01.h5 generated dataframe [gt2l] with 571 rows and 9 columns
request <AppServer.63790> on ATL24_20190110155204_02020201_006_02_001_01.h5 generated dataframe [gt1r] with 56 rows and 9 columns
request <AppServer.63790> on ATL24_20190110155204_02020201_006_02_001_01.h5 generated dataframe [gt2r] with 81 rows and 9 columns
request <AppServer.63790> on ATL24_20190110155204_02020201_006_02_001_01.h5 generated dataframe [gt3r] with 51 rows and 9 columns
Successfully completed processing resource [90 out of 110]: ATL24_20190110155204_02020201_006_02_001_01.h5
request <AppServer.65041> on ATL24_20181109184832_06440101_006_02_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.65041> on ATL24_20181109184832_06440101_006_02_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.65041> on ATL24_20181109184832_06440101_006_02_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.64218> on ATL24_20190414232919_02550307_006_02_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.64218> on ATL24_20190414232919_02550307_006_02_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.63439> on ATL24_20230208045431_07581807_006_02_001_01.h5 generated dataframe [gt2r] with 19 rows and 9 columns
request <AppServer.63439> on ATL24_20230208045431_07581807_006_02_001_01.h5 generated dataframe [gt1r] with 7 rows and 9 columns
Successfully completed processing resource [98 out of 110]: ATL24_20230208045431_07581807_006_02_001_01.h5
request <AppServer.65041> on ATL24_20181109184832_06440101_006_02_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.65041> on ATL24_20181109184832_06440101_006_02_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.64218> on ATL24_20190414232919_02550307_006_02_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.64218> on ATL24_20190414232919_02550307_006_02_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.64218> on ATL24_20190414232919_02550307_006_02_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.64218> on ATL24_20190414232919_02550307_006_02_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.63443> on ATL24_20221109091441_07581707_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.63443> on ATL24_20221109091441_07581707_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.63443> on ATL24_20221109091441_07581707_006_01_001_01.h5 generated dataframe [gt1l] with 1 rows and 9 columns
Successfully completed processing resource [106 out of 110]: ATL24_20190414232919_02550307_006_02_001_01.h5
request <AppServer.65041> on ATL24_20181109184832_06440101_006_02_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
Successfully completed processing resource [105 out of 110]: ATL24_20181109184832_06440101_006_02_001_01.h5
request <AppServer.63443> on ATL24_20221109091441_07581707_006_01_001_01.h5 generated dataframe [gt1r] with 14 rows and 9 columns
request <AppServer.63443> on ATL24_20221109091441_07581707_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.63443> on ATL24_20221109091441_07581707_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
Successfully completed processing resource [108 out of 110]: ATL24_20221109091441_07581707_006_01_001_01.h5
request <AppServer.63798> on ATL24_20210804190614_06441201_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.63798> on ATL24_20210804190614_06441201_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.63798> on ATL24_20210804190614_06441201_006_01_001_01.h5 generated dataframe [gt1r] with 45 rows and 9 columns
request <AppServer.63798> on ATL24_20210804190614_06441201_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.63798> on ATL24_20210804190614_06441201_006_01_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.63798> on ATL24_20210804190614_06441201_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
Successfully completed processing resource [104 out of 110]: ATL24_20210804190614_06441201_006_01_001_01.h5
request <AppServer.65042> on ATL24_20240831133023_11472401_006_01_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.64219> on ATL24_20240331204700_02022301_006_01_001_01.h5 generated dataframe [gt2l] with 15 rows and 9 columns
request <AppServer.64219> on ATL24_20240331204700_02022301_006_01_001_01.h5 generated dataframe [gt1l] with 5 rows and 9 columns
request <AppServer.65042> on ATL24_20240831133023_11472401_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.63805> on ATL24_20201211183148_12000907_006_01_001_01.h5 generated dataframe [gt2l] with 30 rows and 9 columns
request <AppServer.65042> on ATL24_20240831133023_11472401_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.65042> on ATL24_20240831133023_11472401_006_01_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.65042> on ATL24_20240831133023_11472401_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
request <AppServer.65042> on ATL24_20240831133023_11472401_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
Successfully completed processing resource [109 out of 110]: ATL24_20240831133023_11472401_006_01_001_01.h5
request <AppServer.63805> on ATL24_20201211183148_12000907_006_01_001_01.h5 generated dataframe [gt1l] with 4 rows and 9 columns
request <AppServer.63805> on ATL24_20201211183148_12000907_006_01_001_01.h5 generated dataframe [gt2r] with 4 rows and 9 columns
request <AppServer.63805> on ATL24_20201211183148_12000907_006_01_001_01.h5 generated dataframe [gt3r] with 6 rows and 9 columns
request <AppServer.63805> on ATL24_20201211183148_12000907_006_01_001_01.h5 generated dataframe [gt3l] with 84 rows and 9 columns
request <AppServer.63805> on ATL24_20201211183148_12000907_006_01_001_01.h5 generated dataframe [gt1r] with 2 rows and 9 columns
Successfully completed processing resource [107 out of 110]: ATL24_20201211183148_12000907_006_01_001_01.h5
request <AppServer.64219> on ATL24_20240331204700_02022301_006_01_001_01.h5 generated dataframe [gt3r] with 491 rows and 9 columns
request <AppServer.64219> on ATL24_20240331204700_02022301_006_01_001_01.h5 generated dataframe [gt3l] with 31 rows and 9 columns
request <AppServer.64219> on ATL24_20240331204700_02022301_006_01_001_01.h5 generated dataframe [gt1r] with 302 rows and 9 columns
request <AppServer.64219> on ATL24_20240331204700_02022301_006_01_001_01.h5 generated dataframe [gt2r] with 206 rows and 9 columns
Successfully completed processing resource [110 out of 110]: ATL24_20240331204700_02022301_006_01_001_01.h5
request <AppServer.93152> on ATL24_20190411113158_02020301_006_02_001_01.h5 generated dataframe [gt2r] with 41 rows and 9 columns
request <AppServer.93151> on ATL24_20211005161010_02021301_006_01_001_01.h5 generated dataframe [gt3l] with 17 rows and 9 columns
request <AppServer.80580> on ATL24_20200613031208_12000707_006_01_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.93151> on ATL24_20211005161010_02021301_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
Exception <-2>: request <AppServer.80583> ... running 10 of 599 seconds
request <AppServer.93152> on ATL24_20190411113158_02020301_006_02_001_01.h5 generated dataframe [gt3r] with 97 rows and 9 columns
request <AppServer.80580> on ATL24_20200613031208_12000707_006_01_001_01.h5 generated dataframe [gt1l] with 0 rows and 9 columns
request <AppServer.80581> on ATL24_20190711071122_02020401_006_02_001_01.h5 generated dataframe [gt1l] with 563 rows and 9 columns
request <AppServer.93152> on ATL24_20190411113158_02020301_006_02_001_01.h5 generated dataframe [gt2l] with 342 rows and 9 columns
request <AppServer.93154> on ATL24_20190809054737_06440401_006_02_001_01.h5 generated dataframe [gt2l] with 171 rows and 9 columns
request <AppServer.93151> on ATL24_20211005161010_02021301_006_01_001_01.h5 generated dataframe [gt1l] with 6 rows and 9 columns
request <AppServer.80581> on ATL24_20190711071122_02020401_006_02_001_01.h5 generated dataframe [gt3l] with 527 rows and 9 columns
request <AppServer.93151> on ATL24_20211005161010_02021301_006_01_001_01.h5 generated dataframe [gt1r] with 14 rows and 9 columns
request <AppServer.93152> on ATL24_20190411113158_02020301_006_02_001_01.h5 generated dataframe [gt1l] with 5 rows and 9 columns
request <AppServer.80580> on ATL24_20200613031208_12000707_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.80581> on ATL24_20190711071122_02020401_006_02_001_01.h5 generated dataframe [gt2l] with 302 rows and 9 columns
Exception <-2>: request <AppServer.80583> ... running 20 of 599 seconds
request <AppServer.93152> on ATL24_20190411113158_02020301_006_02_001_01.h5 generated dataframe [gt3l] with 1129 rows and 9 columns
request <AppServer.93151> on ATL24_20211005161010_02021301_006_01_001_01.h5 generated dataframe [gt2r] with 13 rows and 9 columns
request <AppServer.93154> on ATL24_20190809054737_06440401_006_02_001_01.h5 generated dataframe [gt3l] with 265 rows and 9 columns
request <AppServer.80583> on ATL24_20220209221506_07581407_006_01_001_01.h5 generated dataframe [gt1l] with 31 rows and 9 columns
request <AppServer.93152> on ATL24_20190411113158_02020301_006_02_001_01.h5 generated dataframe [gt1r] with 6 rows and 9 columns
request <AppServer.93154> on ATL24_20190809054737_06440401_006_02_001_01.h5 generated dataframe [gt1l] with 558 rows and 9 columns
request <AppServer.93151> on ATL24_20211005161010_02021301_006_01_001_01.h5 generated dataframe [gt3r] with 1 rows and 9 columns
Successfully completed processing resource [14 out of 110]: ATL24_20190411113158_02020301_006_02_001_01.h5
Successfully completed processing resource [7 out of 110]: ATL24_20211005161010_02021301_006_01_001_01.h5
request <AppServer.80583> on ATL24_20220209221506_07581407_006_01_001_01.h5 generated dataframe [gt2l] with 19 rows and 9 columns
request <AppServer.93154> on ATL24_20190809054737_06440401_006_02_001_01.h5 generated dataframe [gt3r] with 34 rows and 9 columns
request <AppServer.80580> on ATL24_20200613031208_12000707_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.93154> on ATL24_20190809054737_06440401_006_02_001_01.h5 generated dataframe [gt1r] with 62 rows and 9 columns
request <AppServer.93154> on ATL24_20190809054737_06440401_006_02_001_01.h5 generated dataframe [gt2r] with 38 rows and 9 columns
Successfully completed processing resource [94 out of 110]: ATL24_20190809054737_06440401_006_02_001_01.h5
request <AppServer.80581> on ATL24_20190711071122_02020401_006_02_001_01.h5 generated dataframe [gt1r] with 0 rows and 9 columns
request <AppServer.80583> on ATL24_20220209221506_07581407_006_01_001_01.h5 generated dataframe [gt3l] with 0 rows and 9 columns
request <AppServer.80580> on ATL24_20200613031208_12000707_006_01_001_01.h5 generated dataframe [gt2l] with 0 rows and 9 columns
Successfully completed processing resource [6 out of 110]: ATL24_20200613031208_12000707_006_01_001_01.h5
request <AppServer.80581> on ATL24_20190711071122_02020401_006_02_001_01.h5 generated dataframe [gt2r] with 0 rows and 9 columns
request <AppServer.80581> on ATL24_20190711071122_02020401_006_02_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
Successfully completed processing resource [13 out of 110]: ATL24_20190711071122_02020401_006_02_001_01.h5
request <AppServer.80583> on ATL24_20220209221506_07581407_006_01_001_01.h5 generated dataframe [gt3r] with 0 rows and 9 columns
request <AppServer.80583> on ATL24_20220209221506_07581407_006_01_001_01.h5 generated dataframe [gt2r] with 6 rows and 9 columns
request <AppServer.80583> on ATL24_20220209221506_07581407_006_01_001_01.h5 generated dataframe [gt1r] with 2 rows and 9 columns
Successfully completed processing resource [54 out of 110]: ATL24_20220209221506_07581407_006_01_001_01.h5
Writing arrow file: /tmp/tmpe0mvobeh
Closing arrow file: /tmp/tmpe0mvobeh

gdf1

	region	class_ph	gt	surface_h	rgt	ortho_h	confidence	spot	x_atc	y_atc	srcid	cycle	geometry
time_ns
2019-11-08 01:32:34.825616384	1	40	10	0.710811	644	0.180739	0.520178	6	2.155871e+06	3229.788818	6	5	POINT (-69.34873 19.38997)
2023-05-02 12:50:14.326538240	1	40	20	0.406010	644	-12.788120	0.671218	2	2.156342e+06	8272.911133	11	19	POINT (-69.39694 19.38970)
2023-05-02 12:50:14.327038208	1	40	20	0.405745	644	-12.666311	0.671218	2	2.156346e+06	8272.917969	11	19	POINT (-69.39695 19.38973)
2023-05-02 12:50:14.328338432	1	40	20	0.405524	644	-13.363586	0.702775	2	2.156355e+06	8272.960938	11	19	POINT (-69.39695 19.38981)
2019-11-08 01:32:33.932916480	1	40	20	0.445832	644	-1.255124	0.596972	5	2.147107e+06	3143.649414	12	5	POINT (-69.33968 19.31126)
...	...	...	...	...	...	...	...	...	...	...	...	...	...
2022-02-09 22:17:07.321392384	7	40	10	0.160027	758	-0.406316	0.474827	1	1.791981e+07	3223.599854	659	14	POINT (-69.75101 19.34962)
2022-02-09 22:17:07.445892352	7	40	10	0.148136	758	-0.558021	0.346992	1	1.792070e+07	3224.343018	659	14	POINT (-69.75183 19.34165)
2022-02-09 22:17:07.457992192	7	40	10	0.158470	758	-0.349574	0.395246	1	1.792078e+07	3224.120605	659	14	POINT (-69.75192 19.34088)
2022-02-09 22:17:07.459892224	7	40	10	0.161492	758	-0.555390	0.382392	1	1.792080e+07	3224.084717	659	14	POINT (-69.75193 19.34076)
2022-02-09 22:17:07.875192320	7	40	10	0.156143	758	-0.580575	0.393387	1	1.792375e+07	3224.938965	659	14	POINT (-69.75470 19.31418)

44382 rows × 13 columns

gdf1.plot(column='ortho_h', cmap='viridis')

<Axes: >

(2) Access a Single Track

gdf2 = sliderule.run("atl24x", {"beams": "gt3r", "rgt": 202, "cycle": 12}, aoi=aoi)

request <AppServer.64336> retrieved 1 resources
Starting proxy for atl24x to process 1 resource(s) with 1 thread(s)
request <AppServer.80598> on ATL24_20210706203010_02021201_006_01_001_01.h5 generated dataframe [gt3r] with 861 rows and 9 columns
Successfully completed processing resource [1 out of 1]: ATL24_20210706203010_02021201_006_01_001_01.h5
Writing arrow file: /tmp/tmpb7vop19_
Closing arrow file: /tmp/tmpb7vop19_

gdf2

	region	class_ph	gt	surface_h	rgt	ortho_h	confidence	spot	x_atc	y_atc	srcid	cycle	geometry
time_ns
2021-07-06 20:35:11.700463360	1	40	60	0.469926	202	-1.126599	0.835062	1	2.147674e+06	-3246.468750	0	12	POINT (-69.53933 19.32204)
2021-07-06 20:35:11.700663040	1	40	60	0.470413	202	-0.581132	0.834389	1	2.147675e+06	-3246.466553	0	12	POINT (-69.53934 19.32205)
2021-07-06 20:35:11.701063168	1	40	60	0.471875	202	-0.498628	0.902136	1	2.147678e+06	-3246.469727	0	12	POINT (-69.53934 19.32207)
2021-07-06 20:35:11.701463296	1	40	60	0.473334	202	-0.584890	0.903411	1	2.147681e+06	-3246.474121	0	12	POINT (-69.53934 19.32210)
2021-07-06 20:35:11.701463296	1	40	60	0.473334	202	-0.621778	0.896865	1	2.147681e+06	-3246.474365	0	12	POINT (-69.53934 19.32210)
...	...	...	...	...	...	...	...	...	...	...	...	...	...
2021-07-06 20:35:12.498863104	1	40	60	0.550554	202	-16.173004	0.524065	1	2.153354e+06	-3247.080811	0	12	POINT (-69.54465 19.37310)
2021-07-06 20:35:12.505863168	1	40	60	0.544213	202	-16.016087	0.686516	1	2.153404e+06	-3247.115967	0	12	POINT (-69.54469 19.37355)
2021-07-06 20:35:12.505963264	1	40	60	0.543939	202	-16.114712	0.686516	1	2.153405e+06	-3247.118896	0	12	POINT (-69.54469 19.37356)
2021-07-06 20:35:13.290263296	1	40	60	0.319864	202	-0.194343	0.444378	1	2.158985e+06	-3247.446289	0	12	POINT (-69.54991 19.42373)
2021-07-06 20:35:13.291063296	1	40	60	0.318421	202	-0.165891	0.444378	1	2.158991e+06	-3247.463623	0	12	POINT (-69.54992 19.42378)

861 rows × 13 columns

plot_atl24(gdf2, 0, 2500)

(3) Detailed Access of a Single Track

parms = {
    "atl24": {
        "compact": False,
        "confidence_threshold": 0.0,
        "class_ph": ["unclassified", "sea_surface", "bathymetry"]
    },
    "beams": "gt3r",
    "rgt": 202,
    "cycle": 12
}
gdf3 = sliderule.run("atl24x", parms, aoi=aoi)

request <AppServer.65190> retrieved 1 resources
Starting proxy for atl24x to process 1 resource(s) with 1 thread(s)
request <AppServer.65191> on ATL24_20210706203010_02021201_006_01_001_01.h5 generated dataframe [gt3r] with 35527 rows and 17 columns
Successfully completed processing resource [1 out of 1]: ATL24_20210706203010_02021201_006_01_001_01.h5
Writing arrow file: /tmp/tmpeqf2fes_
Closing arrow file: /tmp/tmpeqf2fes_

gdf3

	sensor_depth_exceeded	night_flag	region	class_ph	gt	sigma_tvu	surface_h	invalid_wind_speed	sigma_thu	rgt	...	invalid_kd	low_confidence_flag	confidence	spot	x_atc	y_atc	srcid	cycle	ellipse_h	geometry
time_ns
2021-07-06 20:35:11.531963136	0	0	1	0	60	0.133018	0.367559	0	7.071068	202	...	1	0	1.005813e-07	1	2.146475e+06	-3246.021484	0	12	1.637071	POINT (-69.53822 19.31126)
2021-07-06 20:35:11.531963136	0	0	1	0	60	0.133018	0.367559	0	7.071068	202	...	1	0	1.759629e-07	1	2.146475e+06	-3246.173584	0	12	-24.135511	POINT (-69.53821 19.31126)
2021-07-06 20:35:11.532163072	0	0	1	0	60	0.133018	0.367595	0	7.071068	202	...	1	0	4.991626e-07	1	2.146476e+06	-3246.186035	0	12	-25.274578	POINT (-69.53822 19.31127)
2021-07-06 20:35:11.532163072	0	0	1	0	60	0.133018	0.367595	0	7.071068	202	...	1	0	1.759629e-07	1	2.146476e+06	-3246.175781	0	12	-23.561529	POINT (-69.53822 19.31127)
2021-07-06 20:35:11.532263168	0	0	1	0	60	0.133018	0.367631	0	7.071068	202	...	1	0	1.759629e-07	1	2.146477e+06	-3246.185303	0	12	-24.653795	POINT (-69.53822 19.31128)
...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...
2021-07-06 20:35:13.300163328	0	0	1	41	60	0.133019	0.302490	0	7.071068	202	...	0	0	6.079129e-04	1	2.159056e+06	-3247.663818	0	12	-45.176338	POINT (-69.54998 19.42436)
2021-07-06 20:35:13.300163328	0	0	1	41	60	0.133019	0.302490	0	7.071068	202	...	0	0	9.107706e-06	1	2.159056e+06	-3247.660645	0	12	-44.635838	POINT (-69.54998 19.42436)
2021-07-06 20:35:13.300263168	0	0	1	0	60	0.133019	0.302277	0	7.071068	202	...	0	0	1.364828e-07	1	2.159057e+06	-3247.511719	0	12	-19.106525	POINT (-69.54998 19.42437)
2021-07-06 20:35:13.300263168	0	0	1	41	60	0.133019	0.302277	0	7.071068	202	...	0	0	9.107706e-06	1	2.159057e+06	-3247.662354	0	12	-44.625275	POINT (-69.54998 19.42437)
2021-07-06 20:35:13.300363264	0	0	1	0	60	0.133019	0.302065	0	7.071068	202	...	0	0	1.364828e-07	1	2.159057e+06	-3247.472412	0	12	-12.115023	POINT (-69.54998 19.42437)

35527 rows × 21 columns

plot_atl24(gdf3, 0, 2500)

plot_atl24(gdf3, 0, 2500, "confidence")

(4) Access All ATL03 Photons using ATL24 as a Classifier

parms = {
    "atl24": {
        "class_ph": ["unclassified", "sea_surface", "bathymetry"]
    },
    "cnf": -1,
    "beams": "gt3r",
    "rgt": 202,
    "cycle": 12
}
gdf4 = sliderule.run("atl03x", parms, aoi=aoi)

request <AppServer.64344> retrieved 1 resources
Starting proxy for atl03x to process 1 resource(s) with 1 thread(s)
request <AppServer.93189> on ATL03_20210706203010_02021201_006_01.h5 generated dataframe [gt3r] with 92953 rows and 14 columns
Successfully completed processing resource [1 out of 1]: ATL03_20210706203010_02021201_006_01.h5
Writing arrow file: /tmp/tmp295d43h4
Closing arrow file: /tmp/tmp295d43h4

gdf4

	region	gt	spacecraft_velocity	atl24_class	solar_elevation	atl24_confidence	rgt	ph_index	height	spot	x_atc	y_atc	srcid	cycle	atl03_cnf	background_rate	quality_ph	geometry
time_ns
2021-07-06 20:35:11.530563072	1	60	7118.208496	0	36.057114	0.000000	202	12915859	275.984528	1	2.146466e+06	-3244.365723	0	12	0	1202043.625	0	POINT (-69.53822 19.31118)
2021-07-06 20:35:11.530563072	1	60	7118.208496	0	36.057114	0.000000	202	12915860	241.720047	1	2.146466e+06	-3244.567871	0	12	0	1202043.625	0	POINT (-69.53822 19.31118)
2021-07-06 20:35:11.530563072	1	60	7118.208496	0	36.057114	0.000000	202	12915861	-87.425362	1	2.146465e+06	-3246.509766	0	12	0	1202043.625	0	POINT (-69.53820 19.31117)
2021-07-06 20:35:11.530563072	1	60	7118.208496	0	36.057114	0.000000	202	12915862	-125.022743	1	2.146465e+06	-3246.731689	0	12	0	1202043.625	0	POINT (-69.53820 19.31117)
2021-07-06 20:35:11.530563072	1	60	7118.208496	0	36.057114	0.000000	202	12915863	-164.023651	1	2.146465e+06	-3246.961914	0	12	0	1202043.625	0	POINT (-69.53820 19.31117)
...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...
2021-07-06 20:35:13.300763136	1	60	7118.194336	0	36.089127	0.000000	202	13008807	54.988625	1	2.159060e+06	-3247.083740	0	12	0	797021.625	0	POINT (-69.54999 19.42440)
2021-07-06 20:35:13.300863232	1	60	7118.194336	41	36.089127	0.000837	202	13008808	-45.229034	1	2.159061e+06	-3247.677246	0	12	4	797021.625	0	POINT (-69.54998 19.42441)
2021-07-06 20:35:13.300863232	1	60	7118.194336	41	36.089127	0.000837	202	13008809	-45.241188	1	2.159061e+06	-3247.677246	0	12	4	797021.625	0	POINT (-69.54998 19.42441)
2021-07-06 20:35:13.300863232	1	60	7118.194336	0	36.089127	0.000000	202	13008810	-111.962166	1	2.159061e+06	-3248.071289	0	12	0	797021.625	0	POINT (-69.54998 19.42440)
2021-07-06 20:35:13.300863232	1	60	7118.194336	0	36.089127	0.000000	202	13008811	-346.019562	1	2.159060e+06	-3249.453125	0	12	0	797021.625	0	POINT (-69.54997 19.42440)

92953 rows × 18 columns

plot_atl03(gdf4, 0, 2500)

(5) Combine ATL03 Filters with ATL24 Classification

parms = {
    "atl24": {
        "class_ph": ["unclassified", "sea_surface", "bathymetry"]
    },
    "cnf": 2,
    "yapc": {
        "version": 0,
        "score": 100
    },
    "beams": "gt3r",
    "rgt": 202,
    "cycle": 12
}
gdf5 = sliderule.run("atl03x", parms, aoi=aoi)

request <AppServer.64297> retrieved 1 resources
Starting proxy for atl03x to process 1 resource(s) with 1 thread(s)
request <AppServer.65199> on ATL03_20210706203010_02021201_006_01.h5 generated dataframe [gt3r] with 20773 rows and 15 columns
Successfully completed processing resource [1 out of 1]: ATL03_20210706203010_02021201_006_01.h5
Writing arrow file: /tmp/tmphli10s8z
Closing arrow file: /tmp/tmphli10s8z

gdf5

	region	gt	spacecraft_velocity	atl24_class	solar_elevation	atl24_confidence	yapc_score	rgt	ph_index	height	spot	x_atc	y_atc	srcid	cycle	atl03_cnf	background_rate	quality_ph	geometry
time_ns
2021-07-06 20:35:11.530663168	1	60	7118.208496	0	36.057114	0.000000	63	202	12915866	-22.051737	1	2.146466e+06	-3246.126465	0	12	4	1202043.625	0	POINT (-69.53821 19.31118)
2021-07-06 20:35:11.530963200	1	60	7118.208496	0	36.057114	0.000000	153	202	12915888	-25.586315	1	2.146468e+06	-3246.155029	0	12	4	1202043.625	0	POINT (-69.53821 19.31120)
2021-07-06 20:35:11.531063040	1	60	7118.208496	0	36.057114	0.000000	138	202	12915897	-25.111528	1	2.146469e+06	-3246.154785	0	12	4	1202043.625	0	POINT (-69.53821 19.31120)
2021-07-06 20:35:11.531163136	1	60	7118.208496	0	36.057114	0.000000	78	202	12915898	-14.752754	1	2.146469e+06	-3246.096191	0	12	2	1202043.625	0	POINT (-69.53821 19.31121)
2021-07-06 20:35:11.531263232	1	60	7118.208496	0	36.057114	0.000000	154	202	12915907	-25.457888	1	2.146470e+06	-3246.162109	0	12	3	1202043.625	0	POINT (-69.53821 19.31122)
...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...
2021-07-06 20:35:13.300163328	1	60	7118.194336	41	36.089127	0.000608	143	202	13008786	-45.176338	1	2.159056e+06	-3247.663818	0	12	4	797021.625	0	POINT (-69.54998 19.42436)
2021-07-06 20:35:13.300163328	1	60	7118.194336	41	36.089127	0.000009	142	202	13008787	-44.635838	1	2.159056e+06	-3247.660645	0	12	3	797021.625	0	POINT (-69.54998 19.42436)
2021-07-06 20:35:13.300263168	1	60	7118.194336	41	36.089127	0.000009	160	202	13008792	-44.625275	1	2.159057e+06	-3247.662354	0	12	3	797021.625	0	POINT (-69.54998 19.42437)
2021-07-06 20:35:13.300863232	1	60	7118.194336	41	36.089127	0.000837	162	202	13008808	-45.229034	1	2.159061e+06	-3247.677246	0	12	4	797021.625	0	POINT (-69.54998 19.42441)
2021-07-06 20:35:13.300863232	1	60	7118.194336	41	36.089127	0.000837	162	202	13008809	-45.241188	1	2.159061e+06	-3247.677246	0	12	4	797021.625	0	POINT (-69.54998 19.42441)

20773 rows × 19 columns

plot_atl03(gdf5, 0, 2500)

plot_atl03(gdf5, 0, 2500, "yapc_score")

(6) Run ATL06-SR Surface Fitting Algorithm on ATL24 Classified Photons

parms = {
    "atl24": {
        "class_ph": ["bathymetry"]
    },
    "fit": {
        "res": 10,
        "len": 20,
        "pass_invalid": True
    },
    "cnf": -1,
    "beams": "gt3r",
    "rgt": 202,
    "cycle": 12
}
gdf6 = sliderule.run("atl03x", parms, aoi=aoi)

request <AppServer.63879> retrieved 1 resources
Starting proxy for atl03x to process 1 resource(s) with 1 thread(s)
request <AppServer.93195> on ATL03_20210706203010_02021201_006_01.h5 generated dataframe [gt3r] with 97 rows and 13 columns
Successfully completed processing resource [1 out of 1]: ATL03_20210706203010_02021201_006_01.h5
Writing arrow file: /tmp/tmpuyalk677
Closing arrow file: /tmp/tmpuyalk677

gdf6

	pflags	region	gt	window_height	photon_count	rgt	rms_misfit	h_mean	dh_fit_dx	x_atc	h_sigma	spot	y_atc	srcid	cycle	photon_start	geometry
time_ns
2021-07-06 20:35:11.703563264	0	1	60	3.000000	37	202	3.242738e-01	-45.263340	-0.047593	2.147696e+06	5.331500e-02	1	-3246.497314	0	12	12931297	POINT (-69.53935 19.32224)
2021-07-06 20:35:11.706963456	0	1	60	3.000000	49	202	3.066668e-01	-46.475677	-0.051964	2.147720e+06	4.528252e-02	1	-3246.522705	0	12	12931612	POINT (-69.53938 19.32245)
2021-07-06 20:35:11.708363520	0	1	60	3.000000	43	202	3.673098e-01	-46.889820	-0.031286	2.147730e+06	5.684106e-02	1	-3246.527344	0	12	12931858	POINT (-69.53939 19.32254)
2021-07-06 20:35:11.712763904	0	1	60	3.000000	32	202	3.335851e-01	-47.622890	-0.019678	2.147761e+06	6.193327e-02	1	-3246.525635	0	12	12932072	POINT (-69.53942 19.32283)
2021-07-06 20:35:11.715163648	0	1	60	3.000000	38	202	2.957804e-01	-47.980106	-0.025870	2.147779e+06	4.829899e-02	1	-3246.521729	0	12	12932292	POINT (-69.53943 19.32298)
...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...
2021-07-06 20:35:12.017863168	2	1	60	3.612736	2	202	5.024296e-15	-67.658188	-0.139631	2.149933e+06	5.024296e-15	1	-3246.874268	0	12	12949372	POINT (-69.54144 19.34235)
2021-07-06 20:35:12.018463744	2	1	60	5.091844	4	202	4.192414e-01	-68.138794	0.000571	2.149937e+06	2.419314e-01	1	-3246.895020	0	12	12949785	POINT (-69.54145 19.34239)
2021-07-06 20:35:12.505862656	2	1	60	3.000000	2	202	2.246933e-14	-65.983086	0.004109	2.153404e+06	2.246933e-14	1	-3247.115967	0	12	12972061	POINT (-69.54469 19.37355)
2021-07-06 20:35:12.505963776	2	1	60	3.000000	3	202	5.641853e-02	-66.049568	0.003644	2.153405e+06	3.989136e-02	1	-3247.117432	0	12	12972371	POINT (-69.54469 19.37356)
2021-07-06 20:35:13.291063296	2	1	60	3.000000	2	202	0.000000e+00	-45.674305	0.006777	2.158991e+06	0.000000e+00	1	-3247.463623	0	12	13008360	POINT (-69.54992 19.42378)

97 rows × 17 columns

plot_atl06(gdf6, 0, 2500)

plot_atl24(gdf2, 0, 2500)

(7) Filtered and Ancillary Access to ATL24

parms = {
    "atl24": {
        "class_ph": ["bathymetry"],
#        "confidence_threshold": 0.6,
#        "invalid_kd": False,
#        "invalid_wind_speed": False,
        "low_confidence": False,
#        "night": True,
#        "sensor_depth_exceeded": False,
        "anc_fields": ["index_ph", "index_seg"]
    },
    "beams": "gt3r",
    "rgt": 202,
    "cycle": 12
}
gdf7 = sliderule.run("atl24x", parms, aoi=aoi)

request <AppServer.63882> retrieved 1 resources
Starting proxy for atl24x to process 1 resource(s) with 1 thread(s)
request <AppServer.93203> on ATL24_20210706203010_02021201_006_01_001_01.h5 generated dataframe [gt3r] with 839 rows and 19 columns
Successfully completed processing resource [1 out of 1]: ATL24_20210706203010_02021201_006_01_001_01.h5
Writing arrow file: /tmp/tmpz4o3jz7l
Closing arrow file: /tmp/tmpz4o3jz7l

gdf7

	sensor_depth_exceeded	night_flag	region	class_ph	gt	sigma_tvu	surface_h	invalid_wind_speed	index_seg	sigma_thu	...	low_confidence_flag	index_ph	confidence	spot	x_atc	y_atc	srcid	cycle	ellipse_h	geometry
time_ns
2021-07-06 20:35:11.700463360	0	0	1	40	60	0.166414	0.469926	0	107089	7.071084	...	0	12931297	0.835062	1	2.147674e+06	-3246.468750	0	12	-44.525597	POINT (-69.53933 19.32204)
2021-07-06 20:35:11.700663040	0	0	1	40	60	0.166414	0.470413	0	107089	7.071082	...	0	12931326	0.834389	1	2.147675e+06	-3246.466553	0	12	-43.980129	POINT (-69.53934 19.32205)
2021-07-06 20:35:11.701063168	0	0	1	40	60	0.166414	0.471875	0	107089	7.071082	...	0	12931368	0.902136	1	2.147678e+06	-3246.469727	0	12	-43.897625	POINT (-69.53934 19.32207)
2021-07-06 20:35:11.701463296	0	0	1	40	60	0.166414	0.473334	0	107089	7.071082	...	0	12931415	0.903411	1	2.147681e+06	-3246.474121	0	12	-43.983887	POINT (-69.53934 19.32210)
2021-07-06 20:35:11.701463296	0	0	1	40	60	0.166414	0.473334	0	107089	7.071082	...	0	12931416	0.896865	1	2.147681e+06	-3246.474365	0	12	-44.020775	POINT (-69.53934 19.32210)
...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...	...
2021-07-06 20:35:12.017863168	0	0	1	40	60	0.166415	0.482601	0	107201	7.071239	...	0	12949785	0.840347	1	2.149933e+06	-3246.874268	0	12	-61.465424	POINT (-69.54145 19.34235)
2021-07-06 20:35:12.018363136	0	0	1	40	60	0.166415	0.481902	0	107202	7.071252	...	0	12949812	0.840347	1	2.149936e+06	-3246.905273	0	12	-62.319065	POINT (-69.54145 19.34238)
2021-07-06 20:35:12.018463232	0	0	1	40	60	0.166415	0.481733	0	107202	7.071243	...	0	12949816	0.943537	1	2.149937e+06	-3246.905273	0	12	-61.692062	POINT (-69.54145 19.34239)
2021-07-06 20:35:12.505863168	0	0	1	40	60	0.166415	0.544213	0	107374	7.071199	...	0	12972371	0.686516	1	2.153404e+06	-3247.115967	0	12	-60.347191	POINT (-69.54469 19.37355)
2021-07-06 20:35:12.505963264	0	0	1	40	60	0.166415	0.543939	0	107375	7.071200	...	0	12972377	0.686516	1	2.153405e+06	-3247.118896	0	12	-60.449303	POINT (-69.54469 19.37356)

839 rows × 23 columns

plot_atl24(gdf7, 0, 2500)