{
"cells": [
{
"cell_type": "markdown",
"id": "0",
"metadata": {},
"source": [
"# JOSS publication figures creator\n",
"This script will create the figures that are used in the JOSS publication of the Metob-toolkit."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "1",
"metadata": {},
"outputs": [],
"source": [
"#!pip install MetObs-toolkit\n",
"%config InlineBackend.print_figure_kwargs = {'bbox_inches':None} #else the legend is cutoff in ipython inline plots"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "2",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Metobs_toolkit version: v0.4.0a\n"
]
}
],
"source": [
"import logging\n",
"import math\n",
"import os\n",
"import sys\n",
"import time\n",
"from pathlib import Path\n",
"\n",
"import metobs_toolkit\n",
"print(f'Metobs_toolkit version: v{metobs_toolkit.__version__}')\n",
"\n",
"import matplotlib.pyplot as plt\n",
"import pandas as pd\n"
]
},
{
"cell_type": "markdown",
"id": "3",
"metadata": {},
"source": [
"## Creation of the Dataset"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "4",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"Unnamed: 0 is present in the datafile, but not found in the template! This column will be ignored.\n",
"Luchtdruk is present in the datafile, but not found in the template! This column will be ignored.\n",
"Neerslagintensiteit is present in the datafile, but not found in the template! This column will be ignored.\n",
"Neerslagsom is present in the datafile, but not found in the template! This column will be ignored.\n",
"Rukwind is present in the datafile, but not found in the template! This column will be ignored.\n",
"Luchtdruk_Zeeniveau is present in the datafile, but not found in the template! This column will be ignored.\n",
"Globe Temperatuur is present in the datafile, but not found in the template! This column will be ignored.\n",
"The following columns are present in the data file, but not in the template! They are skipped!\n",
" ['Luchtdruk', 'Rukwind', 'Globe Temperatuur', 'Neerslagsom', 'Unnamed: 0', 'Luchtdruk_Zeeniveau', 'Neerslagintensiteit']\n",
"The following columns are found in the metadata, but not in the template and are therefore ignored: \n",
"['stad', 'benaming', 'Unnamed: 0', 'sponsor', 'Network']\n"
]
}
],
"source": [
"datadf = pd.read_csv(metobs_toolkit.demo_datafile, sep=';')\n",
"metadf = pd.read_csv(metobs_toolkit.demo_metadatafile, sep=',')\n",
"\n",
"# Subset to regio ghent\n",
"ghent_stations = [ 'vlinder24', 'vlinder25', 'vlinder05', 'vlinder27',\n",
" 'vlinder02', 'vlinder01', 'vlinder28']\n",
"\n",
"\n",
"datadf = datadf[datadf['Vlinder'].isin(ghent_stations)]\n",
"metadf = metadf[metadf['Vlinder'].isin(ghent_stations)]\n",
"\n",
"# subset period\n",
"datadf['dummy_dt'] = datadf['Datum'] + datadf['Tijd (UTC)']\n",
"datadf['dummy_dt'] = pd.to_datetime(datadf['dummy_dt'], format='%Y-%m-%d%H:%M:%S')\n",
"\n",
"#Subset to period\n",
"from datetime import datetime\n",
"startdt = datetime(2022, 9, 1)\n",
"enddt = datetime(2022, 9, 10)\n",
"datadf = datadf[(datadf['dummy_dt'] >= startdt) & (datadf['dummy_dt'] <= enddt)]\n",
"datadf = datadf.drop(columns=['dummy_dt'])\n",
"\n",
"# Inducing outliers as demo\n",
"datadf = datadf.drop(index=datadf.iloc[180:200, :].index.tolist())\n",
"\n",
"# save in paper folder\n",
"folder = os.path.abspath('')\n",
"datadf.to_csv(os.path.join(folder, 'datafile.csv'))\n",
"metadf.to_csv(os.path.join(folder, 'metadatafile.csv'))\n",
"\n",
"#Importing raw data\n",
"dataset = metobs_toolkit.Dataset()\n",
"\n",
"dataset.import_data_from_file(input_data_file=os.path.join(folder, 'datafile.csv'),\n",
" input_metadata_file=os.path.join(folder, 'metadatafile.csv'),\n",
" template_file=metobs_toolkit.demo_template)"
]
},
{
"cell_type": "markdown",
"id": "7",
"metadata": {},
"source": [
"## Timeseries for each station"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "8",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"The present gaps are removed, new gaps are constructed for temp data of station vlinder01..\n",
"The present gaps are removed, new gaps are constructed for humidity data of station vlinder01..\n",
"The present gaps are removed, new gaps are constructed for wind_direction data of station vlinder01..\n",
"The present gaps are removed, new gaps are constructed for wind_speed data of station vlinder01..\n"
]
},
{
"data": {
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"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"#1. Coarsen resolution and apply quality control with non-defaults as demonstration\n",
"dataset.resample(target_freq='20min')\n",
"\n",
"ax1 = dataset.make_plot(colorby='station', title='Temperature for all stations')\n",
"\n",
"#translate axes\n",
"ax1.set_ylabel('T2m in °C')\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "9",
"metadata": {},
"source": [
"## Timeseries with quality control labels"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "10",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/thoverga/anaconda3/envs/metobs_dev/lib/python3.10/site-packages/numpy/_core/fromnumeric.py:57: FutureWarning: 'DataFrame.swapaxes' is deprecated and will be removed in a future version. Please use 'DataFrame.transpose' instead.\n",
" return bound(*args, **kwds)\n",
"/home/thoverga/anaconda3/envs/metobs_dev/lib/python3.10/site-packages/numpy/_core/fromnumeric.py:57: FutureWarning: 'DataFrame.swapaxes' is deprecated and will be removed in a future version. Please use 'DataFrame.transpose' instead.\n",
" return bound(*args, **kwds)\n",
"/home/thoverga/anaconda3/envs/metobs_dev/lib/python3.10/site-packages/numpy/_core/fromnumeric.py:57: FutureWarning: 'DataFrame.swapaxes' is deprecated and will be removed in a future version. Please use 'DataFrame.transpose' instead.\n",
" return bound(*args, **kwds)\n"
]
},
{
"data": {
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"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"\n",
"#1. gross value check\n",
"target = 'temp'\n",
"dataset.gross_value_check(\n",
" target_obstype=target,\n",
" lower_threshold=10.7,\n",
" upper_threshold=26.3)\n",
"\n",
"#2. persistence check\n",
"dataset.persistence_check(\n",
" target_obstype=target,\n",
" timewindow='60min',\n",
" min_records_per_window=3)\n",
"\n",
"#3. repetitions check\n",
"dataset.repetitions_check(\n",
" target_obstype=target,\n",
" max_N_repetitions=5\n",
")\n",
"\n",
"#4. repetitions check\n",
"dataset.step_check(\n",
" target_obstype=target,\n",
" max_increase_per_second = 5.0 / 3600.0, #depends on standard unit! \n",
" max_decrease_per_second = -10.0 / 3600.0) #depends on standard unit! \n",
"\n",
"#5. window variation check\n",
"dataset.window_variation_check(\n",
" target_obstype=target,\n",
" timewindow='60min',\n",
" min_records_per_window=3,\n",
" max_increase_per_second=8.0 / 3600.0, #depends on standard unit! \n",
" max_decrease_per_second = -10.0 / 3600.0, #depends on standard unit! \n",
")\n",
"#6. buddy check\n",
"dataset.buddy_check(\n",
" target_obstype=target,\n",
" #main check settings\n",
" buddy_radius=15000, #15km defenition of buddy radius\n",
" std_threshold=2.0, #outlier threshold\n",
" #requirements\n",
" min_sample_size=5,\n",
" max_alt_diff=None, # Maximum elevation difference between stations\n",
" N_iter=3, #Number of iterations\n",
" instantanious_tolerance='4min', #Max timestamp tolerance for 'at the same time'\n",
" lapserate=None, #Specify the variation with altitude, if None no correction is applied\n",
" min_std=1.0, # Minimum standart deviation\n",
")\n",
"\n",
"# Create the plot\n",
"ax2 = dataset.make_plot(colorby='label')\n",
"#translate axes\n",
"ax2.set_title('Temperature for all stations')\n",
"ax2.set_ylabel('T2m in °C')\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "11",
"metadata": {},
"source": [
"## Fill gaps and plot timeseries of Vlinder28"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "12",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING::Outliers are flushed for temp data of station vlinder01.!\n",
"WARNING::Flushing current gaps for temp data of station vlinder01.\n",
"WARNING::Outliers are flushed for humidity data of station vlinder01.!\n",
"WARNING::Flushing current gaps for humidity data of station vlinder01.\n",
"WARNING::Outliers are flushed for wind_direction data of station vlinder01.!\n",
"WARNING::Flushing current gaps for wind_direction data of station vlinder01.\n",
"WARNING::Outliers are flushed for wind_speed data of station vlinder01.!\n",
"WARNING::Flushing current gaps for wind_speed data of station vlinder01.\n",
"WARNING::Outliers are flushed for temp data of station vlinder02.!\n",
"WARNING::Outliers are flushed for humidity data of station vlinder02.!\n",
"WARNING::Outliers are flushed for wind_direction data of station vlinder02.!\n",
"WARNING::Outliers are flushed for wind_speed data of station vlinder02.!\n",
"WARNING::Outliers are flushed for temp data of station vlinder05.!\n",
"WARNING::Outliers are flushed for humidity data of station vlinder05.!\n",
"WARNING::Outliers are flushed for wind_direction data of station vlinder05.!\n",
"WARNING::Outliers are flushed for wind_speed data of station vlinder05.!\n",
"WARNING::Outliers are flushed for temp data of station vlinder24.!\n",
"WARNING::Outliers are flushed for humidity data of station vlinder24.!\n",
"WARNING::Outliers are flushed for wind_direction data of station vlinder24.!\n",
"WARNING::Outliers are flushed for wind_speed data of station vlinder24.!\n",
"WARNING::Outliers are flushed for temp data of station vlinder25.!\n",
"WARNING::Outliers are flushed for humidity data of station vlinder25.!\n",
"WARNING::Outliers are flushed for wind_direction data of station vlinder25.!\n",
"WARNING::Outliers are flushed for wind_speed data of station vlinder25.!\n",
"WARNING::Outliers are flushed for temp data of station vlinder27.!\n",
"WARNING::Outliers are flushed for humidity data of station vlinder27.!\n",
"WARNING::Outliers are flushed for wind_direction data of station vlinder27.!\n",
"WARNING::Outliers are flushed for wind_speed data of station vlinder27.!\n",
"WARNING::Outliers are flushed for temp data of station vlinder28.!\n",
"WARNING::Outliers are flushed for humidity data of station vlinder28.!\n",
"WARNING::Outliers are flushed for wind_direction data of station vlinder28.!\n",
"WARNING::Outliers are flushed for wind_speed data of station vlinder28.!\n"
]
}
],
"source": [
"# 1. Convert the outliers to gaps\n",
"dataset.convert_outliers_to_gaps()\n",
"\n",
"# 2. Extract ERA5 temperature timeseries at the location of the stations\n",
"era5_manager = metobs_toolkit.default_GEE_datasets['ERA5-land']\n",
"#Extract the timeseries \n",
"era5_temp = dataset.get_gee_timeseries_data(\n",
" geedynamicdatasetmanager=era5_manager, #The datasetmanager to use\n",
" target_obstypes=['temp'], #the observationtypes to extract, must be knonw modelobstypes\n",
" get_all_bands=False, #If true, all bands are extracted (but not stored in the stations if the band is unknwown)\n",
" force_direct_transfer=True,\n",
" )\n"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "2c15d1f2",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING::Cannot interpolate because the gap is too large (42 records) to be filled with interpolation (and max_consec_fill=18). Increase the max_consec_fill or use another gapfill method.\n",
"WARNING::Cannot interpolate because the gap is too large (73 records) to be filled with interpolation (and max_consec_fill=18). Increase the max_consec_fill or use another gapfill method.\n",
"WARNING::Cannot interpolate because the gap is too large (24 records) to be filled with interpolation (and max_consec_fill=18). Increase the max_consec_fill or use another gapfill method.\n",
"WARNING::Cannot interpolate because the gap is too large (40 records) to be filled with interpolation (and max_consec_fill=18). Increase the max_consec_fill or use another gapfill method.\n",
"WARNING::Cannot interpolate because the gap is too large (73 records) to be filled with interpolation (and max_consec_fill=18). Increase the max_consec_fill or use another gapfill method.\n",
"WARNING::Cannot interpolate because the gap is too large (24 records) to be filled with interpolation (and max_consec_fill=18). Increase the max_consec_fill or use another gapfill method.\n",
"WARNING::Cannot interpolate because the gap is too large (29 records) to be filled with interpolation (and max_consec_fill=18). Increase the max_consec_fill or use another gapfill method.\n",
"WARNING::Cannot interpolate because the gap is too large (44 records) to be filled with interpolation (and max_consec_fill=18). Increase the max_consec_fill or use another gapfill method.\n",
"WARNING::Cannot interpolate because the gap is too large (96 records) to be filled with interpolation (and max_consec_fill=18). Increase the max_consec_fill or use another gapfill method.\n",
"WARNING::Cannot interpolate because the gap is too large (30 records) to be filled with interpolation (and max_consec_fill=18). Increase the max_consec_fill or use another gapfill method.\n",
"WARNING::Cannot interpolate because the gap is too large (27 records) to be filled with interpolation (and max_consec_fill=18). Increase the max_consec_fill or use another gapfill method.\n",
"WARNING::Cannot interpolate because the gap is too large (195 records) to be filled with interpolation (and max_consec_fill=18). Increase the max_consec_fill or use another gapfill method.\n",
"WARNING::Cannot interpolate because the gap is too large (28 records) to be filled with interpolation (and max_consec_fill=18). Increase the max_consec_fill or use another gapfill method.\n",
"WARNING::Cannot interpolate because the gap is too large (73 records) to be filled with interpolation (and max_consec_fill=18). Increase the max_consec_fill or use another gapfill method.\n",
"WARNING::Cannot interpolate because the gap is too large (26 records) to be filled with interpolation (and max_consec_fill=18). Increase the max_consec_fill or use another gapfill method.\n",
"WARNING::Cannot interpolate because the gap is too large (29 records) to be filled with interpolation (and max_consec_fill=18). Increase the max_consec_fill or use another gapfill method.\n",
"WARNING::Cannot interpolate because the gap is too large (73 records) to be filled with interpolation (and max_consec_fill=18). Increase the max_consec_fill or use another gapfill method.\n",
"WARNING::Cannot interpolate because the gap is too large (24 records) to be filled with interpolation (and max_consec_fill=18). Increase the max_consec_fill or use another gapfill method.\n",
"WARNING::Cannot interpolate because the gap is too large (46 records) to be filled with interpolation (and max_consec_fill=18). Increase the max_consec_fill or use another gapfill method.\n",
"WARNING::Cannot interpolate because the gap is too large (73 records) to be filled with interpolation (and max_consec_fill=18). Increase the max_consec_fill or use another gapfill method.\n",
"WARNING::Cannot interpolate because the gap is too large (24 records) to be filled with interpolation (and max_consec_fill=18). Increase the max_consec_fill or use another gapfill method.\n",
"WARNING::Cannot interpolate because the gap is too large (33 records) to be filled with interpolation (and max_consec_fill=18). Increase the max_consec_fill or use another gapfill method.\n",
"WARNING::Cannot interpolate because the gap is too large (92 records) to be filled with interpolation (and max_consec_fill=18). Increase the max_consec_fill or use another gapfill method.\n",
"WARNING::Cannot interpolate because the gap is too large (25 records) to be filled with interpolation (and max_consec_fill=18). Increase the max_consec_fill or use another gapfill method.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"/home/thoverga/anaconda3/envs/metobs_dev/lib/python3.10/site-packages/metobs_toolkit/gf_collection/gf_common_methods.py:70: FutureWarning: DataFrame.interpolate with object dtype is deprecated and will raise in a future version. Call obj.infer_objects(copy=False) before interpolating instead.\n",
" pd.concat([combineddf, modeldf])\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"/home/thoverga/anaconda3/envs/metobs_dev/lib/python3.10/site-packages/metobs_toolkit/gf_collection/gf_common_methods.py:70: FutureWarning: DataFrame.interpolate with object dtype is deprecated and will raise in a future version. Call obj.infer_objects(copy=False) before interpolating instead.\n",
" pd.concat([combineddf, modeldf])\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING::Incompatible modeldata for debias_model_gapfill: \n",
"End of modeltimeseries is not compatible with the end of the gap (plus the trailing period size): 2022-09-10 00:00:00+00:00 >= (2022-09-09 08:40:00+00:00 + 1 days 00:00:00) == False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"/home/thoverga/anaconda3/envs/metobs_dev/lib/python3.10/site-packages/metobs_toolkit/gf_collection/gf_common_methods.py:70: FutureWarning: DataFrame.interpolate with object dtype is deprecated and will raise in a future version. Call obj.infer_objects(copy=False) before interpolating instead.\n",
" pd.concat([combineddf, modeldf])\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"/home/thoverga/anaconda3/envs/metobs_dev/lib/python3.10/site-packages/metobs_toolkit/gf_collection/gf_common_methods.py:70: FutureWarning: DataFrame.interpolate with object dtype is deprecated and will raise in a future version. Call obj.infer_objects(copy=False) before interpolating instead.\n",
" pd.concat([combineddf, modeldf])\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING::Incompatible modeldata for debias_model_gapfill: \n",
"End of modeltimeseries is not compatible with the end of the gap (plus the trailing period size): 2022-09-10 00:00:00+00:00 >= (2022-09-09 08:40:00+00:00 + 1 days 00:00:00) == False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING::Incompatible modeldata for debias_model_gapfill: \n",
"Start of modeltimeseries is not compatible with the start of the gap (minus the leading period size): 2022-09-01 00:00:00+00:00 <= (2022-09-01 20:00:00+00:00 - 1 days 00:00:00) == False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"/home/thoverga/anaconda3/envs/metobs_dev/lib/python3.10/site-packages/metobs_toolkit/gf_collection/gf_common_methods.py:70: FutureWarning: DataFrame.interpolate with object dtype is deprecated and will raise in a future version. Call obj.infer_objects(copy=False) before interpolating instead.\n",
" pd.concat([combineddf, modeldf])\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"/home/thoverga/anaconda3/envs/metobs_dev/lib/python3.10/site-packages/metobs_toolkit/gf_collection/gf_common_methods.py:70: FutureWarning: DataFrame.interpolate with object dtype is deprecated and will raise in a future version. Call obj.infer_objects(copy=False) before interpolating instead.\n",
" pd.concat([combineddf, modeldf])\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"/home/thoverga/anaconda3/envs/metobs_dev/lib/python3.10/site-packages/metobs_toolkit/gf_collection/gf_common_methods.py:70: FutureWarning: DataFrame.interpolate with object dtype is deprecated and will raise in a future version. Call obj.infer_objects(copy=False) before interpolating instead.\n",
" pd.concat([combineddf, modeldf])\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"/home/thoverga/anaconda3/envs/metobs_dev/lib/python3.10/site-packages/metobs_toolkit/gf_collection/gf_common_methods.py:70: FutureWarning: DataFrame.interpolate with object dtype is deprecated and will raise in a future version. Call obj.infer_objects(copy=False) before interpolating instead.\n",
" pd.concat([combineddf, modeldf])\n",
"WARNING::Incompatible modeldata for debias_model_gapfill: \n",
"End of modeltimeseries is not compatible with the end of the gap (plus the trailing period size): 2022-09-10 00:00:00+00:00 >= (2022-09-09 23:40:00+00:00 + 1 days 00:00:00) == False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"/home/thoverga/anaconda3/envs/metobs_dev/lib/python3.10/site-packages/metobs_toolkit/gf_collection/gf_common_methods.py:70: FutureWarning: DataFrame.interpolate with object dtype is deprecated and will raise in a future version. Call obj.infer_objects(copy=False) before interpolating instead.\n",
" pd.concat([combineddf, modeldf])\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING:: cannot be filled because it already contains filled values, and overwrite fill is False.\n",
"WARNING::