def load_cdftools_operators():
#
# CDFTools operators
#
# cdfmean
#
cscript(
'ccdfmean',
'cdfmean ${in} ${var} ${pos_grid} ${imin} ${imax} ${jmin} ${jmax} ${kmin} ${kmax} ${opt}; ncks -O -x -v mean_${var} cdfmean.nc ${out}; rm -f cdfmean.nc cdfmean.txt',
_var="mean_3D%s",
canSelectVar=True)
#
cscript(
'ccdfmean_profile',
'cdfmean ${in} ${var} ${pos_grid} ${imin} ${imax} ${jmin} ${jmax} ${kmin} ${kmax} ${opt}; ncks -O -x -v mean_3D${var} cdfmean.nc ${out}; rm -f cdfmean.nc cdfmean.txt',
_var="mean_%s",
canSelectVar=True)
#
cscript(
'ccdfmean_profile_box',
'cdfmean ${in} ${var} ${pos_grid} $(cdffindij ${lonmin} ${lonmax} ${latmin} ${latmax} -c mask.nc -p ${pos_grid} | sed -n 3p) ${kmin} ${kmax} ${opt}; ncks -O -x -v mean_3D${var} cdfmean.nc ${out}; rm -f cdfmean.nc cdfmean.txt',
_var="mean_%s")
#
cscript(
'ccdfvar',
'cdfmean ${in} ${var} ${pos_grid} ${imin} ${imax} ${jmin} ${jmax} ${kmin} ${kmax} -var ${opt}; ncks -O -x -v mean_${var},mean_3D${var},var_${var} cdfmean.nc ${out}; rm -f cdfmean.nc cdfmean.txt cdfvar.txt',
_var="var_3D%s",
canSelectVar=True)
#
cscript(
'ccdfvar_profile',
'cdfmean ${in} ${var} ${pos_grid} ${imin} ${imax} ${jmin} ${jmax} ${kmin} ${kmax} -var ${opt}; ncks -O -x -v mean_${var},mean_3D${var},var_3D${var} cdfmean.nc ${out}; rm -f cdfmean.nc cdfmean.txt cdfvar.txt',
_var="var_%s",
canSelectVar=True)
#
# cdftransport : case where VT file must be given
#
#cscript('ccdftransport',
# scriptpath+'cdftransport.sh ${in_1} ${in_2} ${in_3} ${in_4} ${in_5} ${in_6} "${imin}" "${imax}" "${jmin}" "${jmax}" "${opt1}" "${opt2}" ${out} ${out_htrp} ${out_strp}',
# canSelectVar=True)
cscript(
'ccdftransport',
scriptpath +
'cdftransp.sh ${in_1} ${in_2} ${in_3} "${imin}" "${imax}" "${jmin}" "${jmax}" "${opt1}" "${opt2}" ${out} ${out_htrp} ${out_strp}',
_var='vtrp',
htrp_var='htrp',
strp_var='strp',
canSelectVar=True)
#
# cdfheatc
#
cscript(
'ccdfheatc',
'echo ""; cdfheatc ${in} ${imin} ${imax} ${jmin} ${jmax} ${kmin} ${kmax} ${opt}; mv cdfheatc.nc ${out}; rm -f cdfheatc.nc',
_var="heatc_2D,heatc_3D",
canSelectVar=True)
#
cscript(
'ccdfheatcm',
'echo ""; tmp_file=`echo $(mktemp /tmp/tmp_file.XXXXXX)`; cdo merge ${in_1} ${in_2} $tmp_file; cdfheatc $tmp_file ${imin} ${imax} ${jmin} ${jmax} ${kmin} ${kmax} ${opt}; mv cdfheatc.nc ${out}; rm -f cdfheatc.nc $tmp_file',
_var="heatc_2D,heatc_3D",
canSelectVar=True)
#
# cdfsaltc
#
cscript(
'ccdfsaltc',
'echo ""; cdfsaltc ${in} ${imin} ${imax} ${jmin} ${jmax} ${kmin} ${kmax} ${opt}; mv cdfsaltc.nc ${out}; rm -f cdfsaltc.nc',
_var="saltc_2D,saltc_3D",
canSelectVar=True)
#
# cdfsections
#
cscript(
'ccdfsections',
scriptpath +
'cdfsections.sh ${in_1} ${in_2} ${in_3} ${larf} ${lorf} ${Nsec} ${lat1} ${lon1} ${lat2} ${lon2} ${n1} "${more_points}" ${out} ${out_Utang} ${out_so} ${out_thetao} ${out_sig0} ${out_sig1} ${out_sig2} ${out_sig4}',
_var="Uorth",
Utang_var="Utang",
so_var="so",
thetao_var="thetao",
sig0_var="sig0",
sig1_var="sig1",
sig2_var="sig2",
sig4_var="sig4",
canSelectVar=True)
#
cscript(
'ccdfsectionsm',
scriptpath +
'cdfsectionsm.sh ${in_1} ${in_2} ${in_3} ${in_4} ${in_5} ${larf} ${lorf} ${Nsec} ${lat1} ${lon1} ${lat2} ${lon2} ${n1} "${more_points}" ${out} ${out_Utang} ${out_so} ${out_thetao} ${out_sig0} ${out_sig1} ${out_sig2} ${out_sig4}',
_var="Uorth",
Utang_var="Utang",
so_var="so",
thetao_var="thetao",
sig0_var="sig0",
sig1_var="sig1",
sig2_var="sig2",
sig4_var="sig4",
canSelectVar=True)
#
# cdfmxlheatc
#
cscript(
'ccdfmxlheatc',
'echo ""; cdfmxlheatc ${in} ${opt}; mv mxlheatc.nc ${out}; rm -f mxlheatc.nc',
_var="somxlheatc",
canSelectVar=True)
#
cscript(
'ccdfmxlheatcm',
'echo ""; tmp_file=`echo $(mktemp /tmp/tmp_file.XXXXXX)`; cdo merge ${in_1} ${in_2} $tmp_file; cdfmxlheatc $tmp_file ${opt}; mv mxlheatc.nc ${out}; rm -f mxlheatc.nc $tmp_file',
_var="somxlheatc",
canSelectVar=True)
#
# cdfstd
#
cscript('ccdfstd',
'cdfstd ${opt} ${ins}; mv cdfstd.nc ${out}; rm -f cdfstd.nc',
_var="%s_std",
canSelectVar=True)
#
cscript(
'ccdfstdmoy',
'cdfstd -save ${opt} ${ins}; mv cdfstd.nc ${out}; mv cdfmoy.nc ${out_moy}; rm -f cdfstd.nc cdfmoy.nc',
_var="%s_std",
moy_var="%s",
canSelectVar=True)
#
# cdfvT ; a bit tricky about naming the output
#
cscript('ccdfvT',
'cdfvT ${in_1} ${in_2} ${in_3} ${in_4} -o ${out}',
_var="vomevt,vomevs,vozout,vozous",
canSelectVar=True)
#
# cdfzonalmean
#
cscript(
'ccdfzonalmean',
'cdfzonalmean ${in} ${point_type} -var ${var} ${opt}; varname=${var}; ncrename -v zo${varname:2}_glo,zo${var}_glo zonalmean.nc ${out}; rm -f zonalmean.nc',
_var="zo%s_glo",
canSelectVar=True)
#
# cdfzonalmean_bas
#
cscript(
'ccdfzonalmean_bas',
'cdfzonalmean ${in} ${point_type} new_maskglo.nc -var ${var} ${opt}; varname=${var}; ncks -O -v zo${varname:2}_${basin} zonalmean.nc tmpfile.nc; ncrename -v zo${varname:2}_${basin},zo${var}_${basin} tmpfile.nc ${out}; rm -f tmpfile.nc zonalmean.nc',
_var="zo%s_${basin}",
canSelectVar=True)
def load_standard_operators():
"""
Load CliMAF standard operators. Invoked by standard CliMAF setup
The operators list also show in variable 'cscripts'
They are documented elsewhere
"""
#
# Compute scripts
#
cscript(
'select',
scriptpath +
'mcdo.sh "${operator}" "${out}" "${var}" "${period_iso}" "${domain}" "${alias}" "${units}" "${missing}" ${ins} ',
commuteWithTimeConcatenation=True,
commuteWithSpaceConcatenation=True)
#
cscript(
'remote_select',
'python ' + scriptpath +
'mcdo_remote.py "${operator}" "${out}" "${var}" "${period_iso}" "${domain}" "${alias}" "${units}" "${missing}" ${ins} ',
commuteWithTimeConcatenation=True,
commuteWithSpaceConcatenation=True)
#
cscript(
'ccdo', scriptpath +
'mcdo.sh "${operator}" "${out}" "${var}" "${period_iso}" "${domain}" "${alias}" "${units}" "${missing}" ${ins}'
)
#
cscript('ccdo2', 'cdo ${operator} ${in_1} ${in_2} ${out}')
#
cscript('ccdo_ens', 'cdo ${operator} ${mmin} ${out}')
#
cscript('minus',
'cdo sub ${in_1} ${in_2} ${out}',
commuteWithTimeConcatenation=True,
commuteWithSpaceConcatenation=True)
#
cscript('plus',
'cdo add ${in_1} ${in_2} ${out}',
commuteWithTimeConcatenation=True,
commuteWithSpaceConcatenation=True)
#
cscript('multiply',
'cdo mul ${in_1} ${in_2} ${out}',
commuteWithTimeConcatenation=True,
commuteWithSpaceConcatenation=True)
#
cscript('divide',
'cdo div ${in_1} ${in_2} ${out}',
commuteWithTimeConcatenation=True,
commuteWithSpaceConcatenation=True)
#
cscript(
'space_average',
scriptpath +
'mcdo.sh fldmean "${out}" "${var}" "${period_iso}" "${domain}" "${alias}" "${units}" "${missing}" ${ins}',
commuteWithTimeConcatenation=True)
#
cscript(
'time_average',
scriptpath +
'mcdo.sh timmean "${out}" "${var}" "${period_iso}" "${domain}" "${alias}" "${units}" "${missing}" ${ins}',
commuteWithSpaceConcatenation=True)
#
cscript(
'llbox',
scriptpath +
'mcdo.sh "" "${out}" "${var}" "${period_iso}" "${latmin},${latmax},${lonmin},${lonmax}" "${alias}" "${units}" "${missing}" ${ins}',
commuteWithTimeConcatenation=True,
commuteWithSpaceConcatenation=True)
#
cscript('regrid',
scriptpath + 'regrid.sh ${in} ${in_2} ${out} ${option}',
commuteWithTimeConcatenation=True,
commuteWithSpaceConcatenation=False)
#
cscript('regridn',
scriptpath + 'regrid.sh ${in} ${cdogrid} ${out} ${option}',
commuteWithTimeConcatenation=True,
commuteWithSpaceConcatenation=False)
#
cscript('regridll',
scriptpath + 'regridll.sh ${in} ${out} ${cdogrid} '
'${latmin} ${latmax} ${lonmin} ${lonmax} ${remap_option}',
commuteWithTimeConcatenation=True,
commuteWithSpaceConcatenation=False)
#
cscript('rescale',
'cdo expr,\"${var}=${scale}*${var}+${offset};\" ${in} ${out}',
commuteWithTimeConcatenation=True,
commuteWithSpaceConcatenation=True)
#
cscript(
'mean_and_std',
scriptpath + 'mean_and_std.sh ${in} ${var} ${out} ${out_sdev}',
# This tells CliMAF how to compute varname for name output 'sdev'
# using input varname
sdev_var="std(%s)",
commuteWithTimeConcatenation=True)
#
# Declare plot scripts
cscript('ncview', 'ncview ${in} 1>/dev/null 2>&1&')
#
# plot: main field (main_file) + auxiliary field (aux_file, optional) + vectors (u_file & v_file, optionals)
#
cscript(
'plot',
'(ncl -Q ' + scriptpath +
'gplot.ncl main_file=\'\"${in}\"\' aux_file=\'\"${in_2}\"\' '
'u_file=\'\"${in_3}\"\' v_file=\'\"${in_4}\"\' rotation=${rotation} '
'plotname=\'\"${out}\"\' colormap=\'\"${color}\"\' vmin=${min} vmax=${max} vdelta=${delta} '
'main_var=\'\"${var}\"\' aux_var=\'\"${var_2}\"\' u_var=\'\"${var_3}\"\' v_var=\'\"${var_4}\"\' '
'title=\'\"${title}\"\' myscale=${scale} myoffset=${offset} mpCenterLonF=${mpCenterLonF} '
'vcRefMagnitudeF=${vcRefMagnitudeF} vcRefLengthF=${vcRefLengthF} vcMinDistanceF=${vcMinDistanceF} '
'vcGlyphStyle=\'\"${vcGlyphStyle}\"\' vcLineArrowColor=\'\"${vcLineArrowColor}\"\' '
'units=\'\"${units}\"\' y=\'\"${y}\"\' ccolors=\'\"${colors}\"\' level=${level} time=${time} '
'date=\'\"${date}\"\' proj=\'\"${proj}\"\' contours=\'\"${contours}\"\' focus=\'\"${focus}\"\' '
'type=\'\"${format}\"\' resolution=\'\"${resolution}\"\' trim=${trim} fmt=\'\"${fmt}\"\' '
'vcb=${vcb} lbLabelFontHeightF=${lbLabelFontHeightF} invXY=${invXY} reverse=${reverse} '
'tmYLLabelFontHeightF=${tmYLLabelFontHeightF} tmXBLabelFontHeightF=${tmXBLabelFontHeightF} '
'tmYRLabelFontHeightF=${tmYRLabelFontHeightF} tiXAxisFontHeightF=${tiXAxisFontHeightF} '
'tiYAxisFontHeightF=${tiYAxisFontHeightF} gsnPolarLabelFontHeightF=${gsnPolarLabelFontHeightF} '
'tiMainFont=\'\"${tiMainFont}\"\' tiMainFontHeightF=${tiMainFontHeightF} '
'tiMainPosition=\'\"${tiMainPosition}\"\' gsnLeftString=\'\"${gsnLeftString}\"\' '
'gsnRightString=\'\"${gsnRightString}\"\' gsnCenterString=\'\"${gsnCenterString}\"\' '
'gsnStringFont=\'\"${gsnStringFont}\"\' gsnStringFontHeightF=${gsnStringFontHeightF} '
'shade_below=${shade_below} shade_above=${shade_above} options=\'\"${options}\"\' '
'aux_options=\'\"${aux_options}\"\' shading_options=\'\"${shading_options}\"\' '
'myscale_aux=${scale_aux} myoffset_aux=${offset_aux} xpolyline=\'\"${xpolyline}\"\' '
'ypolyline=\'\"${ypolyline}\"\' polyline_options=\'\"${polyline_options}\"\' )',
format="graph")
#
# curves: plot a series of xy curves (along time, lat, lon or pressure/z_index) for an ensemble
#
cscript(
'curves',
'(ncl -Q ' + scriptpath + 'curves.ncl infile=\'\"${mmin}\"\' '
'plotname=\'\"${out}\"\' var=\'\"${var}\"\' title=\'\"${title}\"\' '
'y=\'\"${y}\"\' labels=\'\"${labels}\"\' colors=\'\"${colors}\"\' units=\'\"${units}\"\' '
'X_axis=\'\"${X_axis}\"\' fmt=\'\"${fmt}\"\' options=\'\"${options}\"\' aux_options=\'\"${aux_options}\"\' '
'lgcols=${lgcols} myscale=${scale} myoffset=${offset} type=\'\"${format}\"\' '
'resolution=\'\"${resolution}\"\' trim=${trim} invXY=${invXY} vmin=${min} vmax=${max} '
'myscale_aux=${scale_aux} myoffset_aux=${offset_aux} )',
format="graph")
#
# hovm : to plot Hovmoller diagrams
#
cscript(
'hovm',
'(ncl -Q ' + scriptpath +
'hovmoller.ncl infile=\'\"${in}\"\' plotname=\'\"${out}\"\' var=\'\"${var}\"\' '
' invXY=${invXY} latS=\'\"${latS}\"\' latN=\'\"${latN}\"\' lonW=\'\"${lonW}\"\' lonE=\'\"${lonE}\"\' '
' colormap=\'\"${color}\"\' myscale=${scale} myoffset=${offset} units=\'\"${units}\"\' reverse=${reverse} '
' mean_axis=\'\"${mean_axis}\"\' xpoint=${xpoint} ypoint=${ypoint} zpoint=${zpoint} title=\'\"${title}\"\' '
' type=\'\"${format}\"\' resolution=\'\"${resolution}\"\' trim=${trim} options=\'\"${options}\"\' '
' fmt=\'\"${fmt}\"\' )',
format="graph")
#
# cpdfcrop : pdfcrop by preserving metadata
#
cscript('cpdfcrop', binpath + 'pdfcrop ${in} ${out} ', format="pdf")
#
# cepscrop : crop 'eps' file using epstopdf, pdfcrop and pdftops
#
if (os.system("type exiv2 >/dev/null 2>&1") == 0):
cscript(
'cepscrop',
'epstopdf ${in} --outfile=tmpfile.pdf;' + binpath +
'pdfcrop tmpfile.pdf tmpfile-crop.pdf; pdftops -eps tmpfile-crop.pdf ${out}; rm -f tmpfile.pdf tmpfile-crop.pdf ',
format="eps")
#
cscript('ncdump', 'ncdump -h ${in} ', format="txt")
#
cscript(
'slice',
"ncks -O -F -v ${var} -d ${dim},${min},${max} ${in} tmp.nc ; ncwa -O -a ${dim} tmp.nc ${out} ; rm -f tmp.nc"
)
#
cscript("mask", "cdo setctomiss,${miss} ${in} ${out}")
#
cscript("ncpdq", "ncpdq ${arg} ${in} ${out}")
#
# Add nav_lon and nav_lat to a file
cscript(
'add_nav_lat',
'cp ${in} ${out} ; ncks -A ${nav_lat_file} ${out} ; ncatted -O -a coordinates,${var},o,c,"${coordinates}" ${out}'
)
cscript(
'add_nav_lon_nav_lat_from_mesh_mask',
'cp ${in} ${out} ; ncks -A -v nav_lon,nav_lat ${mesh_mask_file} ${out}'
)
#
cscript('get_oneVar', 'ncks -v ${var} ${in} ${out}')
cscript('cncks', 'ncks -v ${var} ${in} ${out}')
#cscript('cnco','${operator} ${arg} ${in} ${out}')
#
# ensemble_ts_plot
cscript('ensemble_ts_plot','python '+scriptpath+'ensemble_time_series_plot.py --filenames="${mmin}" --outfig=${out} '+\
'--labels=\'\"${labels}\"\' --variable=${var} --colors="${colors}" --min="${min}" --max="${max}" --lw="${lw}" '+\
'--offset="${offset}" --scale="${scale}" '+\
'--highlight_period="${highlight_period}" '+\
'--highlight_period_lw="${highlight_period_lw}" '+\
'--xlabel="${xlabel}" --ylabel="${ylabel}" '+\
'--xlabel_fontsize="${xlabel_fontsize}" --ylabel_fontsize="${ylabel_fontsize}" '+\
'--xlim="${xlim}" --ylim="${ylim}" '+\
'--tick_size="${tick_size}" '+\
'--text="${text}" '+\
'--text_fontsize="${text_fontsize}" '+\
'--text_colors="${text_colors}" '+\
'--text_verticalalignment="${text_verticalalignment}" '+\
'--text_horizontalalignment="${text_horizontalalignment}" '+\
'--legend_colors="${leg_colors}" --legend_labels="${legend_labels}" '+\
'--title="${title}" --title_fontsize="${title_fontsize}" '+\
'--left_string="${left_string}" --right_string="${right_string}" --center_string="${center_string}" '+\
'--left_string_fontsize="${left_string_fontsize}" --right_string_fontsize="${right_string_fontsize}" --center_string_fontsize="${center_string_fontsize}" '+\
'--legend_loc="${legend_loc}" --legend_xy_pos="${legend_xy_pos}" --legend_labels="${legend_labels}" --legend_colors="${legend_colors}" '+\
'--legend_fontsize="${legend_fontsize}" --legend_ncol="${legend_ncol}" --legend_lw="${legend_lw}" '+\
'--draw_legend="${draw_legend}" --legend_frame="${legend_frame}" '+\
'--append_custom_legend_to_default="${append_custom_legend_to_default}" '+\
'--left_margin="${left_margin}" --right_margin="${right_margin}" --top_margin="${top_margin}" --bottom_margin="${bottom_margin}" '+\
'--horizontal_lines_values="${horizontal_lines_values}" --horizontal_lines_styles="${horizontal_lines_styles}" '+\
'--horizontal_lines_lw="${horizontal_lines_lw}" --horizontal_lines_colors="${horizontal_lines_colors}" '+\
'--vertical_lines_values="${vertical_lines_values}" --vertical_lines_styles="${vertical_lines_styles}" '+\
'--vertical_lines_lw="${vertical_lines_lw}" --vertical_lines_colors="${vertical_lines_colors}" '+\
'--fig_size="${fig_size}" ', format='png')
#
# cLinearRegression
cscript(
'cLinearRegression',
'python ' + scriptpath +
'LinearRegression_UVCDAT.py --X ${in_1} --xvariable ${var_1} --Y ${in_2} --yvariable ${var_2} --outfile ${out}',
_var='slope')
#
# ml2pl (only on Ciclad)
if onCiclad:
cscript("ml2pl",
scriptpath +
"ml2pl.sh -p ${var_2} -v ${var_1} ${in_1} ${out} ${in_2}",
commuteWithTimeConcatenation=True,
commuteWithSpaceConcatenation=True)
fixed_fields("ml2pl",
("press_levels.txt", scriptpath + "press_levels.txt"))
#
# curl_tau_atm
cscript(
'curl_tau_atm',
'ferret -script ' + scriptpath +
'curl_tau_atm.jnl ${in_1} ${in_2} ${out} ; ncrename -d LON,lon -v LON,lon -d LAT,lat -v LAT,lat -v CURLTAU,curltau ${out} ; ncatted -O -a coordinates,curltau,o,c,"time lat lon" -a long_name,curltau,o,c,"Wind Stress Curl (Ferret: TAUV[D=2,X=@DDC]-TAUU[D=1,Y=@DDC])" ${out}',
_var='curltau')
#
if (os.system("type cdfmean >/dev/null 2>&1") == 0):
load_cdftools_operators()
else:
clogger.warning("Binary cdftools not found. Some operators won't work")
def load_standard_operators():
"""
Load CliMAF standard operators. Invoked by standard CliMAF setup
The operators list also show in variable 'cscripts'
They are documented elsewhere
"""
#
# Compute scripts
#
cscript('select' ,scriptpath+'mcdo.sh "${operator}" "${out}" "${var}" "${period_iso}" "${domain}" "${alias}" "${units}" "${missing}" ${ins} ',
commuteWithTimeConcatenation=True, commuteWithSpaceConcatenation=True)
#
cscript('remote_select' ,'python '+scriptpath+'mcdo_remote.py "${operator}" "${out}" "${var}" "${period_iso}" "${domain}" "${alias}" "${units}" "${missing}" ${ins} ',
commuteWithTimeConcatenation=True, commuteWithSpaceConcatenation=True)
#
cscript('ccdo',
scriptpath+'mcdo.sh "${operator}" "${out}" "${var}" "${period_iso}" "${domain}" "${alias}" "${units}" "${missing}" ${ins}')
#
cscript('ccdo2','cdo ${operator} ${in_1} ${in_2} ${out}')
#
cscript('ccdo_ens','cdo ${operator} ${mmin} ${out}')
#
cscript('minus', 'cdo sub ${in_1} ${in_2} ${out}',
commuteWithTimeConcatenation=True, commuteWithSpaceConcatenation=True)
#
cscript('plus', 'cdo add ${in_1} ${in_2} ${out}',
commuteWithTimeConcatenation=True, commuteWithSpaceConcatenation=True)
#
cscript('multiply', 'cdo mul ${in_1} ${in_2} ${out}',
commuteWithTimeConcatenation=True, commuteWithSpaceConcatenation=True)
#
cscript('divide', 'cdo div ${in_1} ${in_2} ${out}',
commuteWithTimeConcatenation=True, commuteWithSpaceConcatenation=True)
#
cscript('space_average',
scriptpath+'mcdo.sh fldmean "${out}" "${var}" "${period_iso}" "${domain}" "${alias}" "${units}" "${missing}" ${ins}',
commuteWithTimeConcatenation=True)
#
cscript('time_average' ,
scriptpath+'mcdo.sh timmean "${out}" "${var}" "${period_iso}" "${domain}" "${alias}" "${units}" "${missing}" ${ins}' ,
commuteWithSpaceConcatenation=True)
#
cscript('llbox' ,
scriptpath+'mcdo.sh "" "${out}" "${var}" "${period_iso}" "${latmin},${latmax},${lonmin},${lonmax}" "${alias}" "${units}" "${missing}" ${ins}',
commuteWithTimeConcatenation=True, commuteWithSpaceConcatenation=True)
#
cscript('regrid' ,
scriptpath+'regrid.sh ${in} ${in_2} ${out} ${option}',
commuteWithTimeConcatenation=True, commuteWithSpaceConcatenation=False)
#
cscript('regridn' ,
scriptpath+'regrid.sh ${in} ${cdogrid} ${out} ${option}',
commuteWithTimeConcatenation=True, commuteWithSpaceConcatenation=False)
#
cscript('regridll',scriptpath+'regridll.sh ${in} ${out} ${cdogrid} '
'${latmin} ${latmax} ${lonmin} ${lonmax} ${remap_option}',
commuteWithTimeConcatenation=True, commuteWithSpaceConcatenation=False)
#
cscript('rescale' ,
'cdo expr,\"${var}=${scale}*${var}+${offset};\" ${in} ${out}',
commuteWithTimeConcatenation=True, commuteWithSpaceConcatenation=True)
#
cscript('mean_and_std',
scriptpath+'mean_and_std.sh ${in} ${var} ${out} ${out_sdev}',
# This tells CliMAF how to compute varname for name output 'sdev'
# using input varname
sdev_var="std(%s)" ,
commuteWithTimeConcatenation=True)
#
# Declare plot scripts
cscript('ncview' ,'ncview ${in} 1>/dev/null 2>&1&' )
#
# plot: main field (main_file) + auxiliary field (aux_file, optional) + vectors (u_file & v_file, optionals)
#
cscript('plot' , '(ncl -Q '+ scriptpath +'gplot.ncl main_file=\'\"${in}\"\' aux_file=\'\"${in_2}\"\' '
'u_file=\'\"${in_3}\"\' v_file=\'\"${in_4}\"\' rotation=${rotation} '
'plotname=\'\"${out}\"\' colormap=\'\"${color}\"\' vmin=${min} vmax=${max} vdelta=${delta} '
'main_var=\'\"${var}\"\' aux_var=\'\"${var_2}\"\' u_var=\'\"${var_3}\"\' v_var=\'\"${var_4}\"\' '
'title=\'\"${title}\"\' myscale=${scale} myoffset=${offset} mpCenterLonF=${mpCenterLonF} '
'vcRefMagnitudeF=${vcRefMagnitudeF} vcRefLengthF=${vcRefLengthF} vcMinDistanceF=${vcMinDistanceF} '
'vcGlyphStyle=\'\"${vcGlyphStyle}\"\' vcLineArrowColor=\'\"${vcLineArrowColor}\"\' '
'units=\'\"${units}\"\' y=\'\"${y}\"\' colors=\'\"${colors}\"\' level=${level} time=${time} '
'date=\'\"${date}\"\' proj=\'\"${proj}\"\' contours=\'\"${contours}\"\' focus=\'\"${focus}\"\' '
'type=\'\"${format}\"\' resolution=\'\"${resolution}\"\' trim=${trim} fmt=\'\"${fmt}\"\' '
'vcb=${vcb} lbLabelFontHeightF=${lbLabelFontHeightF} invXY=${invXY} reverse=${reverse} '
'tmYLLabelFontHeightF=${tmYLLabelFontHeightF} tmXBLabelFontHeightF=${tmXBLabelFontHeightF} '
'tmYRLabelFontHeightF=${tmYRLabelFontHeightF} tiXAxisFontHeightF=${tiXAxisFontHeightF} '
'tiYAxisFontHeightF=${tiYAxisFontHeightF} gsnPolarLabelFontHeightF=${gsnPolarLabelFontHeightF} '
'tiMainFont=\'\"${tiMainFont}\"\' tiMainFontHeightF=${tiMainFontHeightF} '
'tiMainPosition=\'\"${tiMainPosition}\"\' gsnLeftString=\'\"${gsnLeftString}\"\' '
'gsnRightString=\'\"${gsnRightString}\"\' gsnCenterString=\'\"${gsnCenterString}\"\' '
'gsnStringFont=\'\"${gsnStringFont}\"\' gsnStringFontHeightF=${gsnStringFontHeightF} '
'shade_below=${shade_below} shade_above=${shade_above} options=\'\"${options}\"\' '
'aux_options=\'\"${aux_options}\"\' shading_options=\'\"${shading_options}\"\' '
'myscale_aux=${scale_aux} myoffset_aux=${offset_aux} xpolyline=\'\"${xpolyline}\"\' '
'ypolyline=\'\"${ypolyline}\"\' polyline_options=\'\"${polyline_options}\"\' )', format="graph")
#
# curves: plot a series of xy curves (along time, lat, lon or pressure/z_index) for an ensemble
#
cscript('curves' , '(ncl -Q '+ scriptpath +'curves.ncl infile=\'\"${mmin}\"\' '
'plotname=\'\"${out}\"\' var=\'\"${var}\"\' title=\'\"${title}\"\' '
'y=\'\"${y}\"\' labels=\'\"${labels}\"\' colors=\'\"${colors}\"\' units=\'\"${units}\"\' '
'X_axis=\'\"${X_axis}\"\' fmt=\'\"${fmt}\"\' options=\'\"${options}\"\' aux_options=\'\"${aux_options}\"\' '
'lgcols=${lgcols} myscale=${scale} myoffset=${offset} type=\'\"${format}\"\' '
'resolution=\'\"${resolution}\"\' trim=${trim} invXY=${invXY} vmin=${min} vmax=${max} '
'myscale_aux=${scale_aux} myoffset_aux=${offset_aux} )', format="graph")
#
# hovm : to plot Hovmoller diagrams
#
cscript('hovm', '(ncl -Q '+scriptpath+'hovmoller.ncl infile=\'\"${in}\"\' plotname=\'\"${out}\"\' var=\'\"${var}\"\' '
' invXY=${invXY} latS=\'\"${latS}\"\' latN=\'\"${latN}\"\' lonW=\'\"${lonW}\"\' lonE=\'\"${lonE}\"\' '
' colormap=\'\"${color}\"\' myscale=${scale} myoffset=${offset} units=\'\"${units}\"\' reverse=${reverse} '
' mean_axis=\'\"${mean_axis}\"\' xpoint=${xpoint} ypoint=${ypoint} zpoint=${zpoint} title=\'\"${title}\"\' '
' type=\'\"${format}\"\' resolution=\'\"${resolution}\"\' trim=${trim} options=\'\"${options}\"\' '
' fmt=\'\"${fmt}\"\' )',format="graph")
#
# cpdfcrop : pdfcrop by preserving metadata
#
cscript('cpdfcrop' , binpath + 'pdfcrop ${in} ${out} ', format="pdf")
#
# cepscrop : crop 'eps' file using epstopdf, pdfcrop and pdftops
#
if (os.system("type exiv2 >/dev/null 2>&1") == 0) :
cscript('cepscrop' , 'epstopdf ${in} --outfile=tmpfile.pdf;' + binpath + 'pdfcrop tmpfile.pdf tmpfile-crop.pdf; pdftops -eps tmpfile-crop.pdf ${out}; rm -f tmpfile.pdf tmpfile-crop.pdf ', format="eps")
#
cscript('ncdump' , 'ncdump -h ${in} ', format="txt")
#
cscript('slice',"ncks -O -F -v ${var} -d ${dim},${min},${max} ${in} tmp.nc ; ncwa -O -a ${dim} tmp.nc ${out} ; rm -f tmp.nc")
#
cscript("mask","cdo setctomiss,${miss} ${in} ${out}")
#
cscript("ncpdq","ncpdq ${arg} ${in} ${out}")
#
if onCiclad:
cscript("ml2pl", scriptpath+"ml2pl.sh -p ${var_2} -v ${var_1} ${in_1} ${out} ${in_2}",
commuteWithTimeConcatenation=True, commuteWithSpaceConcatenation=True)
fixed_fields("ml2pl",("press_levels.txt",scriptpath+"press_levels.txt"))
#
if (os.system("type cdfmean >/dev/null 2>&1")== 0 ) :
load_cdftools_operators()
else :
clogger.warning("Binary cdftools not found. Some operators won't work")
def load_standard_operators():
"""
Load CliMAF standard operators. Invoked by standard CliMAF setup
The operators list also show in variable 'cscripts'
They are documented elsewhere
"""
#
# Compute scripts
#
cscript('select' ,scriptpath+'mcdo.sh "${operator}" "${out}" "${var}" "${period_iso}" "${domain}" "${alias}" "${units}" "${missing}" ${ins} ',
commuteWithTimeConcatenation=True, commuteWithSpaceConcatenation=True)
#
cscript('ccdo',
scriptpath+'mcdo.sh ${operator} "${out}" "${var}" "${period_iso}" "${domain}" "${alias}" "${units}" "${missing}" ${ins}')
#
cscript('minus', 'cdo sub ${in_1} ${in_2} ${out}',
commuteWithTimeConcatenation=True, commuteWithSpaceConcatenation=True)
#
cscript('space_average',
scriptpath+'mcdo.sh fldmean "${out}" "${var}" "${period_iso}" "${domain}" "${alias}" "${units}" "${missing}" ${ins}',
commuteWithTimeConcatenation=True)
#
cscript('time_average' ,
scriptpath+'mcdo.sh timmean "${out}" "${var}" "${period_iso}" "${domain}" "${alias}" "${units}" "${missing}" ${ins}' ,
commuteWithSpaceConcatenation=True)
#
cscript('llbox' ,
scriptpath+'mcdo.sh "" "${out}" "${var}" "${period_iso}" "${latmin},${latmax},${lonmin},${lonmax}" "${alias}" "${units}" "${missing}" ${ins}',
commuteWithTimeConcatenation=True, commuteWithSpaceConcatenation=True)
#
cscript('regrid' ,
scriptpath+'regrid.sh ${in} ${in_2} ${out} ${option}',
commuteWithTimeConcatenation=True, commuteWithSpaceConcatenation=True)
#
cscript('regridn' ,
scriptpath+'regrid.sh ${in} ${cdogrid} ${out} ${option}',
commuteWithTimeConcatenation=True, commuteWithSpaceConcatenation=True)
#
cscript('rescale' ,
'cdo expr,\"${var}=${scale}*${var}+${offset};\" ${in} ${out}',
commuteWithTimeConcatenation=True, commuteWithSpaceConcatenation=True)
#
cscript('mean_and_std',
scriptpath+'mean_and_std.sh ${in} ${var} ${out} ${out_sdev}',
# This tells CliMAF how to name output 'sdev' using input variable name
sdev_var="std(%s)" ,
commuteWithTimeConcatenation=True)
#
# Declare plot scripts
cscript('ncview' ,'ncview ${in} 1>/dev/null 2>&1&' )
#
cscript('timeplot', 'ncl '+scriptpath+'timeplot.ncl infile=\'\"${in}\"\' outfile=\'\"${out}\"\' '
'var=\'\"${var}\"\' title=\'\"${title}\"\'',format="png")
#
cscript('plot' , '(ncl -Q '+ scriptpath +'gplot.ncl infile=\'\"${in}\"\' '
'plotname=\'\"${out}\"\' cmap=\'\"${color}\"\' vmin=${min} vmax=${max} vdelta=${delta} '
'var=\'\"${var}\"\' title=\'\"${title}\"\' scale=${scale} offset=${offset} units=\'\"${units}\"\' '
'linp=${linp} levels=\'\"${levels}\"\' proj=\'\"${proj}\"\' contours=${contours} focus=\'\"${focus}\"\' && '
'convert ${out} -trim ${out}) ', format="png")
#
cscript('lines' , '(ncl -Q '+ scriptpath +'lineplot.ncl infile=\'\"${mmin}\"\' '
'plotname=\'\"${out}\"\' var=\'\"${var}\"\' title=\'\"${title}\"\' '
'linp=${linp} labels=\'\"${labels}\"\' colors=\'\"${colors}\"\' thickness=${thickness} && '
'convert ${out} -trim ${out}) ', format="png")
def load_cdftools_operators():
#
# CDFTools operators
#
# cdfmean
#
cscript(
"ccdfmean",
"cdfmean ${in} ${var} ${pos_grid} ${imin} ${imax} ${jmin} ${jmax} ${kmin} ${kmax} ${opt}; ncks -O -x -v mean_${var} cdfmean.nc ${out}; rm -f cdfmean.nc cdfmean.txt",
_var="mean_3D%s",
)
#
cscript(
"ccdfmean_profile",
"cdfmean ${in} ${var} ${pos_grid} ${imin} ${imax} ${jmin} ${jmax} ${kmin} ${kmax} ${opt}; ncks -O -x -v mean_3D${var} cdfmean.nc ${out}; rm -f cdfmean.nc cdfmean.txt",
_var="mean_%s",
)
#
cscript(
"ccdfvar",
"cdfmean ${in} ${var} ${pos_grid} ${imin} ${imax} ${jmin} ${jmax} ${kmin} ${kmax} -var ${opt}; ncks -O -x -v mean_${var},mean_3D${var},var_${var} cdfmean.nc ${out}; rm -f cdfmean.nc cdfmean.txt cdfvar.txt",
_var="var_3D%s",
)
#
cscript(
"ccdfvar_profile",
"cdfmean ${in} ${var} ${pos_grid} ${imin} ${imax} ${jmin} ${jmax} ${kmin} ${kmax} -var ${opt}; ncks -O -x -v mean_${var},mean_3D${var},var_3D${var} cdfmean.nc ${out}; rm -f cdfmean.nc cdfmean.txt cdfvar.txt",
_var="var_%s",
)
#
# cdftransport : case where VT file must be given
#
# cscript('ccdftransport',
# scriptpath+'cdftransport.sh ${in_1} ${in_2} ${in_3} ${in_4} ${in_5} ${in_6} "${imin}" "${imax}" "${jmin}" "${jmax}" "${opt1}" "${opt2}" ${out} ${out_htrp} ${out_strp}',
# canSelectVar=True)
cscript(
"ccdftransport",
scriptpath
+ 'cdftransp.sh ${in_1} ${in_2} ${in_3} "${imin}" "${imax}" "${jmin}" "${jmax}" "${opt1}" "${opt2}" ${out} ${out_htrp} ${out_strp}',
_var="vtrp",
htrp_var="htrp",
strp_var="strp",
canSelectVar=True,
)
#
# cdfheatc
#
cscript(
"ccdfheatc",
'echo ""; cdfheatc ${in} ${imin} ${imax} ${jmin} ${jmax} ${kmin} ${kmax} ${opt}',
_var="heatc",
canSelectVar=True,
)
#
cscript(
"ccdfheatcm",
'echo ""; tmp_file=`echo $(mktemp /tmp/tmp_file.XXXXXX)`; cdo merge ${in_1} ${in_2} $tmp_file; cdfheatc $tmp_file ${imin} ${imax} ${jmin} ${jmax} ${kmin} ${kmax} ${opt}; rm -f $tmp_file',
_var="heatc",
canSelectVar=True,
)
#
# cdfsections
#
cscript(
"ccdfsections",
scriptpath
+ 'cdfsections.sh ${in_1} ${in_2} ${in_3} ${larf} ${lorf} ${Nsec} ${lat1} ${lon1} ${lat2} ${lon2} ${n1} "${more_points}" ${out} ${out_Utang} ${out_so} ${out_thetao} ${out_sig0} ${out_sig1} ${out_sig2} ${out_sig4}',
_var="Uorth",
Utang_var="Utang",
so_var="so",
thetao_var="thetao",
sig0_var="sig0",
sig1_var="sig1",
sig2_var="sig2",
sig4_var="sig4",
canSelectVar=True,
)
#
cscript(
"ccdfsectionsm",
scriptpath
+ 'cdfsectionsm.sh ${in_1} ${in_2} ${in_3} ${in_4} ${in_5} ${larf} ${lorf} ${Nsec} ${lat1} ${lon1} ${lat2} ${lon2} ${n1} "${more_points}" ${out} ${out_Utang} ${out_so} ${out_thetao} ${out_sig0} ${out_sig1} ${out_sig2} ${out_sig4}',
_var="Uorth",
Utang_var="Utang",
so_var="so",
thetao_var="thetao",
sig0_var="sig0",
sig1_var="sig1",
sig2_var="sig2",
sig4_var="sig4",
canSelectVar=True,
)
#
# cdfmxlheatc
#
cscript(
"ccdfmxlheatc",
'echo ""; cdfmxlheatc ${in} ${opt}; mv mxlheatc.nc ${out}; rm -f mxlheatc.nc',
_var="somxlheatc",
canSelectVar=True,
)
#
cscript(
"ccdfmxlheatcm",
'echo ""; tmp_file=`echo $(mktemp /tmp/tmp_file.XXXXXX)`; cdo merge ${in_1} ${in_2} $tmp_file; cdfmxlheatc $tmp_file ${opt}; mv mxlheatc.nc ${out}; rm -f mxlheatc.nc $tmp_file',
_var="somxlheatc",
canSelectVar=True,
)
#
# cdfstd
#
cscript("ccdfstd", "cdfstd ${opt} ${ins}; mv cdfstd.nc ${out}; rm -f cdfstd.nc", _var="%s_std", canSelectVar=True)
#
cscript(
"ccdfstdmoy",
"cdfstd -save ${opt} ${ins}; mv cdfstd.nc ${out}; mv cdfmoy.nc ${out_moy}; rm -f cdfstd.nc cdfmoy.nc",
_var="%s_std",
moy_var="%s",
canSelectVar=True,
)
#
# cdfvT ; a bit tricky about naming the output
#
cscript(
"ccdfvT",
"cdfvT ${in_1} ${in_2} ${in_3} ${in_4} -o ${out}",
_var="vomevt,vomevs,vozout,vozous",
canSelectVar=True,
)
def load_standard_operators():
"""
Load CliMAF standard operators. Invoked by standard CliMAF setup
The operators list also show in variable 'cscripts'
They are documented elsewhere
"""
#
# Compute scripts
#
cscript(
"select",
scriptpath
+ 'mcdo.sh "${operator}" "${out}" "${var}" "${period_iso}" "${domain}" "${alias}" "${units}" "${missing}" ${ins} ',
commuteWithTimeConcatenation=True,
commuteWithSpaceConcatenation=True,
)
#
cscript(
"ccdo",
scriptpath
+ 'mcdo.sh "${operator}" "${out}" "${var}" "${period_iso}" "${domain}" "${alias}" "${units}" "${missing}" ${ins}',
)
#
cscript(
"minus", "cdo sub ${in_1} ${in_2} ${out}", commuteWithTimeConcatenation=True, commuteWithSpaceConcatenation=True
)
#
cscript(
"plus", "cdo add ${in_1} ${in_2} ${out}", commuteWithTimeConcatenation=True, commuteWithSpaceConcatenation=True
)
#
cscript(
"space_average",
scriptpath
+ 'mcdo.sh fldmean "${out}" "${var}" "${period_iso}" "${domain}" "${alias}" "${units}" "${missing}" ${ins}',
commuteWithTimeConcatenation=True,
)
#
cscript(
"time_average",
scriptpath
+ 'mcdo.sh timmean "${out}" "${var}" "${period_iso}" "${domain}" "${alias}" "${units}" "${missing}" ${ins}',
commuteWithSpaceConcatenation=True,
)
#
cscript(
"llbox",
scriptpath
+ 'mcdo.sh "" "${out}" "${var}" "${period_iso}" "${latmin},${latmax},${lonmin},${lonmax}" "${alias}" "${units}" "${missing}" ${ins}',
commuteWithTimeConcatenation=True,
commuteWithSpaceConcatenation=True,
)
#
cscript(
"regrid",
scriptpath + "regrid.sh ${in} ${in_2} ${out} ${option}",
commuteWithTimeConcatenation=True,
commuteWithSpaceConcatenation=True,
)
#
cscript(
"regridn",
scriptpath + "regrid.sh ${in} ${cdogrid} ${out} ${option}",
commuteWithTimeConcatenation=True,
commuteWithSpaceConcatenation=True,
)
#
cscript(
"rescale",
'cdo expr,"${var}=${scale}*${var}+${offset};" ${in} ${out}',
commuteWithTimeConcatenation=True,
commuteWithSpaceConcatenation=True,
)
#
cscript(
"mean_and_std",
scriptpath + "mean_and_std.sh ${in} ${var} ${out} ${out_sdev}",
# This tells CliMAF how to compute varname for name output 'sdev'
# using input varname
sdev_var="std(%s)",
commuteWithTimeConcatenation=True,
)
#
# Declare plot scripts
cscript("ncview", "ncview ${in} 1>/dev/null 2>&1&")
#
cscript(
"timeplot",
"ncl " + scriptpath + "timeplot.ncl infile='\"${in}\"' outfile='\"${out}\"' "
"var='\"${var}\"' title='\"${title}\"'",
format="png",
)
#
# plot: main field (main_file) + auxiliary field (aux_file, optional) + vectors (u_file & v_file, optionals)
#
cscript(
"plot",
"(ncl -Q " + scriptpath + "gplot.ncl main_file='\"${in}\"' aux_file='\"${in_2}\"' "
"u_file='\"${in_3}\"' v_file='\"${in_4}\"' rotation=${rotation} "
"plotname='\"${out}\"' cmap='\"${color}\"' vmin=${min} vmax=${max} vdelta=${delta} "
"main_var='\"${var}\"' aux_var='\"${var_2}\"' u_var='\"${var_3}\"' v_var='\"${var_4}\"' "
"title='\"${title}\"' scale=${scale} offset=${offset} mpCenterLonF=${mpCenterLonF} "
"vcRefMagnitudeF=${vcRefMagnitudeF} vcRefLengthF=${vcRefLengthF} vcMinDistanceF=${vcMinDistanceF} "
"vcGlyphStyle='\"${vcGlyphStyle}\"' vcLineArrowColor='\"${vcLineArrowColor}\"' "
"units='\"${units}\"' linp=${linp} colors='\"${colors}\"' level=${level} time=${time} "
"proj='\"${proj}\"' contours='\"${contours}\"' focus='\"${focus}\"' && "
"convert ${out} -trim ${out}) ",
format="png",
)
#
cscript(
"lines",
"(ncl -Q " + scriptpath + "lineplot.ncl infile='\"${mmin}\"' "
"plotname='\"${out}\"' var='\"${var}\"' title='\"${title}\"' "
"linp=${linp} labels='\"${labels}\"' colors='\"${colors}\"' thickness=${thickness}"
"T_axis='\"${T_axis}\"' fmt='\"${fmt}\"' && "
"convert ${out} -trim ${out}) ",
format="png",
)
#
if os.system("type cdfmean >/dev/null 2>&1") == 0:
load_cdftools_operators()
else:
clogger.warning("No Cdftool available")
