Check branded variables

[znichollscr]

Just a demo script for now. @wolfiex should I turn this into a validation script (returns 0 if all good, 1 if not) and associated GitHub action or do you want to handle this validation another way?

[znichollscr]

For reference, issues this is picking up with v0.10.0 of the mapper and DR v1.2.2

Details

$ python scripts/check-branded-variables.py

For 3hr.tslsi, branded_variable_name=tslsi_tpt-u-hxy-u but it should be tslsi_tpt-u-hxy-lsi given variableRootDD=tslsi, cell_methods='area: mean (over land and sea ice) time: point' and dimensions='longitude latitude time1'

For AERday.co, branded_variable_name=co_tavg-h2m-hxy-u but it should be co_tavg-u-hxy-u given variableRootDD=co, cell_methods='area: time: mean' and dimensions='longitude latitude time lowerModelLayer'

For AERday.mmraerh2o, branded_variable_name=mmraerh2o_tavg-h2m-hxy-u but it should be mmraerh2o_tavg-u-hxy-u given variableRootDD=mmraerh2o, cell_methods='area: time: mean' and dimensions='longitude latitude time lowerModelLayer'

For AERday.mmrbc, branded_variable_name=mmrbc_tavg-h2m-hxy-u but it should be mmrbc_tavg-u-hxy-u given variableRootDD=mmrbc, cell_methods='area: time: mean' and dimensions='longitude latitude time lowerModelLayer'

For AERday.mmrdust, branded_variable_name=mmrdust_tavg-h2m-hxy-u but it should be mmrdust_tavg-u-hxy-u given variableRootDD=mmrdust, cell_methods='area: time: mean' and dimensions='longitude latitude time lowerModelLayer'

For AERday.mmrnh4, branded_variable_name=mmrnh4_tavg-h2m-hxy-u but it should be mmrnh4_tavg-u-hxy-u given variableRootDD=mmrnh4, cell_methods='area: time: mean' and dimensions='longitude latitude time lowerModelLayer'

For AERday.mmrno3, branded_variable_name=mmrno3_tavg-h2m-hxy-u but it should be mmrno3_tavg-u-hxy-u given variableRootDD=mmrno3, cell_methods='area: time: mean' and dimensions='longitude latitude time lowerModelLayer'

For AERday.mmroa, branded_variable_name=mmroa_tavg-h2m-hxy-u but it should be mmroa_tavg-u-hxy-u given variableRootDD=mmroa, cell_methods='area: time: mean' and dimensions='longitude latitude time lowerModelLayer'

For AERday.mmrso4, branded_variable_name=mmrso4_tavg-h2m-hxy-u but it should be mmrso4_tavg-u-hxy-u given variableRootDD=mmrso4, cell_methods='area: time: mean' and dimensions='longitude latitude time lowerModelLayer'

For AERday.mmrsoa, branded_variable_name=mmrsoa_tavg-h2m-hxy-u but it should be mmrsoa_tavg-u-hxy-u given variableRootDD=mmrsoa, cell_methods='area: time: mean' and dimensions='longitude latitude time lowerModelLayer'

For AERday.mmrss, branded_variable_name=mmrss_tavg-h2m-hxy-u but it should be mmrss_tavg-u-hxy-u given variableRootDD=mmrss, cell_methods='area: time: mean' and dimensions='longitude latitude time lowerModelLayer'

For AERday.sfo3max, branded_variable_name=o3_tmax-h2m-hxy-u but it should be o3_tmax-u-hxy-u given variableRootDD=o3, cell_methods='area: mean time: maximum' and dimensions='longitude latitude time lowerModelLayer'

For AERday.sfpm1, branded_variable_name=sfpm1_tavg-h2m-hxy-u but it should be sfpm1_tavg-u-hxy-u given variableRootDD=sfpm1, cell_methods='area: time: mean' and dimensions='longitude latitude time lowerModelLayer'

For AERday.sfpm10, branded_variable_name=sfpm10_tavg-h2m-hxy-u but it should be sfpm10_tavg-u-hxy-u given variableRootDD=sfpm10, cell_methods='area: time: mean' and dimensions='longitude latitude time lowerModelLayer'

For AERday.sfpm25, branded_variable_name=sfpm25_tavg-h2m-hxy-u but it should be sfpm25_tavg-u-hxy-u given variableRootDD=sfpm25, cell_methods='area: time: mean' and dimensions='longitude latitude time lowerModelLayer'

For AERday.so2, branded_variable_name=so2_tavg-h2m-hxy-u but it should be so2_tavg-u-hxy-u given variableRootDD=so2, cell_methods='area: time: mean' and dimensions='longitude latitude time lowerModelLayer'

For AERfx.o3refClim, branded_variable_name=o3ref_tclm-al-hxy-u but it should be o3ref_ti-al-hxy-u given variableRootDD=o3ref, cell_methods='area: time: mean (monthly mean fixed annual cycle)' and dimensions='longitude latitude alevel timefxc'

For AERhr.sfno2, branded_variable_name=no2_tavg-h2m-hxy-u but it should be no2_tavg-u-hxy-u given variableRootDD=no2, cell_methods='area: time: mean' and dimensions='longitude latitude time lowerModelLayer'

For AERhr.sfo3, branded_variable_name=o3_tavg-h2m-hxy-u but it should be o3_tavg-u-hxy-u given variableRootDD=o3, cell_methods='area: time: mean' and dimensions='longitude latitude time lowerModelLayer'

For AERhr.sfpm1, branded_variable_name=sfpm1_tavg-h2m-hxy-u but it should be sfpm1_tavg-u-hxy-u given variableRootDD=sfpm1, cell_methods='area: time: mean' and dimensions='longitude latitude time lowerModelLayer'

For AERhr.sfpm10, branded_variable_name=sfpm10_tavg-h2m-hxy-u but it should be sfpm10_tavg-u-hxy-u given variableRootDD=sfpm10, cell_methods='area: time: mean' and dimensions='longitude latitude time lowerModelLayer'

For AERhr.sfpm25, branded_variable_name=sfpm25_tavg-h2m-hxy-u but it should be sfpm25_tavg-u-hxy-u given variableRootDD=sfpm25, cell_methods='area: time: mean' and dimensions='longitude latitude time lowerModelLayer'

For CFsubhr.sci, branded_variable_name=sci_tavg-u-hxys-u but it should be sci_tpt-u-hxys-u given variableRootDD=sci, cell_methods='area: point time: point' and dimensions='site time1'

For E3hrPt.mmraerh2o, branded_variable_name=mmraerh2o_tpt-h2m-hxys-u but it should be mmraerh2o_tpt-u-hxys-u given variableRootDD=mmraerh2o, cell_methods='area: point time: point' and dimensions='site time1 lowerModelLayer'

For E3hrPt.mmrbc, branded_variable_name=mmrbc_tpt-h2m-hxys-u but it should be mmrbc_tpt-u-hxys-u given variableRootDD=mmrbc, cell_methods='area: point time: point' and dimensions='site time1 lowerModelLayer'

For E3hrPt.mmrdust, branded_variable_name=mmrdust_tpt-h2m-hxys-u but it should be mmrdust_tpt-u-hxys-u given variableRootDD=mmrdust, cell_methods='area: point time: point' and dimensions='site time1 lowerModelLayer'

For E3hrPt.mmrnh4, branded_variable_name=mmrnh4_tpt-h2m-hxys-u but it should be mmrnh4_tpt-u-hxys-u given variableRootDD=mmrnh4, cell_methods='area: point time: point' and dimensions='site time1 lowerModelLayer'

For E3hrPt.mmrno3, branded_variable_name=mmrno3_tpt-h2m-hxys-u but it should be mmrno3_tpt-u-hxys-u given variableRootDD=mmrno3, cell_methods='area: point time: point' and dimensions='site time1 lowerModelLayer'

For E3hrPt.mmroa, branded_variable_name=mmroa_tpt-h2m-hxys-u but it should be mmroa_tpt-u-hxys-u given variableRootDD=mmroa, cell_methods='area: point time: point' and dimensions='site time1 lowerModelLayer'

For E3hrPt.mmrso4, branded_variable_name=mmrso4_tpt-h2m-hxys-u but it should be mmrso4_tpt-u-hxys-u given variableRootDD=mmrso4, cell_methods='area: point time: point' and dimensions='site time1 lowerModelLayer'

For E3hrPt.mmrss, branded_variable_name=mmrss_tpt-h2m-hxys-u but it should be mmrss_tpt-u-hxys-u given variableRootDD=mmrss, cell_methods='area: point time: point' and dimensions='site time1 lowerModelLayer'

For E3hrPt.so2, branded_variable_name=so2_tavg-h2m-hxy-u but it should be so2_tpt-u-hxys-u given variableRootDD=so2, cell_methods='area: point time: point' and dimensions='site time1 lowerModelLayer'

For Eday.esn, branded_variable_name=esn_tavg-u-hxy-sn but it should be esn_tavg-u-hxy-lnd given variableRootDD=esn, cell_methods='area: mean where land time: mean' and dimensions='longitude latitude time'

For Eday.tsns, branded_variable_name=ts_tavg-u-hxy-sn but it should be ts_tavg-u-hxy-lnd given variableRootDD=ts, cell_methods='area: mean where land time: mean (weighted by snow area)' and dimensions='longitude latitude time'

For Emon.albc, branded_variable_name=albc_tavg-u-hxy-veg but it should be albc_tavg-u-hxy-lnd given variableRootDD=albc, cell_methods='area: mean where land time: mean' and dimensions='longitude latitude time'

For Emon.cnc, branded_variable_name=cnc_tavg-u-hxy-u but it should be cnc_tavg-u-hxy-lnd given variableRootDD=cnc, cell_methods='area: mean where land time: mean' and dimensions='longitude latitude time'

For Emon.co2s, branded_variable_name=co2_tavg-h2m-hxy-u but it should be co2_tavg-u-hxy-u given variableRootDD=co2, cell_methods='area: time: mean' and dimensions='longitude latitude time lowerModelLayer'

For LImon.snc, branded_variable_name=snc_tavg-u-hxy-lnd but it should be snc_tavg-u-hxy-u given variableRootDD=snc, cell_methods='area: time: mean' and dimensions='longitude latitude time'

For Oday.co3os, branded_variable_name=co3_tavg-d0m-hxy-sea but it should be co3_tavg-u-hxy-sea given variableRootDD=co3, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Oday.co3sataragos, branded_variable_name=co3satarag_tavg-d0m-hxy-sea but it should be co3satarag_tavg-u-hxy-sea given variableRootDD=co3satarag, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Oday.o2os, branded_variable_name=o2_tavg-d0m-hxy-sea but it should be o2_tavg-u-hxy-sea given variableRootDD=o2, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Oday.phos, branded_variable_name=ph_tavg-d0m-hxy-sea but it should be ph_tavg-u-hxy-sea given variableRootDD=ph, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Oday.phycos, branded_variable_name=phyc_tavg-d0m-hxy-sea but it should be phyc_tavg-u-hxy-sea given variableRootDD=phyc, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Oday.phydiatos, branded_variable_name=phydiat_tavg-d0m-hxy-sea but it should be phydiat_tavg-u-hxy-sea given variableRootDD=phydiat, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Oday.phydiazos, branded_variable_name=phydiaz_tavg-d0m-hxy-sea but it should be phydiaz_tavg-u-hxy-sea given variableRootDD=phydiaz, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Oday.phymiscos, branded_variable_name=phymisc_tavg-d0m-hxy-sea but it should be phymisc_tavg-u-hxy-sea given variableRootDD=phymisc, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Oday.phypico, branded_variable_name=phypico_tavg-d0m-hxy-sea but it should be phypico_tavg-u-hxy-sea given variableRootDD=phypico, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Oday.uos, branded_variable_name=uos_tavg-u-hxy-sea but it should be uos_tavg-d0m-hxy-sea given variableRootDD=uos, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time depth0m'

For Oday.vos, branded_variable_name=vos_tavg-u-hxy-sea but it should be vos_tavg-d0m-hxy-sea given variableRootDD=vos, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time depth0m'

For Omon.aragos, branded_variable_name=arag_tavg-d0m-hxy-sea but it should be arag_tavg-u-hxy-sea given variableRootDD=arag, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.baccos, branded_variable_name=bacc_tavg-d0m-hxy-sea but it should be bacc_tavg-u-hxy-sea given variableRootDD=bacc, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.calcos, branded_variable_name=calc_tavg-d0m-hxy-sea but it should be calc_tavg-u-hxy-sea given variableRootDD=calc, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.calcosSouth30, branded_variable_name=calc_tavg-d0m-hxy-sea but it should be calc_tavg-u-hxy-sea given variableRootDD=calc, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.chlcalcos, branded_variable_name=chlcalc_tavg-d0m-hxy-sea but it should be chlcalc_tavg-u-hxy-sea given variableRootDD=chlcalc, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.chldiatos, branded_variable_name=chldiat_tavg-d0m-hxy-sea but it should be chldiat_tavg-u-hxy-sea given variableRootDD=chldiat, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.chldiazos, branded_variable_name=chldiaz_tavg-d0m-hxy-sea but it should be chldiaz_tavg-u-hxy-sea given variableRootDD=chldiaz, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.chlmiscos, branded_variable_name=chlmisc_tavg-d0m-hxy-sea but it should be chlmisc_tavg-u-hxy-sea given variableRootDD=chlmisc, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.chlos, branded_variable_name=chl_tavg-d0m-hxy-sea but it should be chl_tavg-u-hxy-sea given variableRootDD=chl, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.chlosSouth30, branded_variable_name=chl_tavg-d0m-hxy-sea but it should be chl_tavg-u-hxy-sea given variableRootDD=chl, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.chlpicoos, branded_variable_name=chlpico_tavg-d0m-hxy-sea but it should be chlpico_tavg-u-hxy-sea given variableRootDD=chlpico, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.dfeos, branded_variable_name=dfe_tavg-d0m-hxy-sea but it should be dfe_tavg-u-hxy-sea given variableRootDD=dfe, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.dfeosSouth30, branded_variable_name=dfe_tavg-d0m-hxy-sea but it should be dfe_tavg-u-hxy-sea given variableRootDD=dfe, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.dissi13cos, branded_variable_name=dissi13c_tavg-d0m-hxy-sea but it should be dissi13c_tavg-u-hxy-sea given variableRootDD=dissi13c, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.dissi14cabioos, branded_variable_name=dissi14cabio_tavg-d0m-hxy-sea but it should be dissi14cabio_tavg-u-hxy-sea given variableRootDD=dissi14cabio, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.dissicos, branded_variable_name=dissic_tavg-d0m-hxy-sea but it should be dissic_tavg-u-hxy-sea given variableRootDD=dissic, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.dmsos, branded_variable_name=dmso_tavg-d0m-hxy-sea but it should be dmso_tavg-u-hxy-sea given variableRootDD=dmso, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.dmsosSouth30, branded_variable_name=dmso_tavg-d0m-hxy-sea but it should be dmso_tavg-u-hxy-sea given variableRootDD=dmso, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.dpco2, branded_variable_name=dpco2_tavg-u-hxy-sea but it should be dpco2_tavg-d0m-hxy-sea given variableRootDD=dpco2, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time depth0m'

For Omon.msftyrho, branded_variable_name=msfty_tavg-rho-hys-sea but it should be msfty_tavg-rho-hm-sea given variableRootDD=msfty, cell_methods='grid_longitude: sum where sea time: mean' and dimensions='rho basin time'

For Omon.msftyrhompa, branded_variable_name=msftypa_tavg-rho-hys-sea but it should be msftypa_tavg-rho-hm-sea given variableRootDD=msftypa, cell_methods='grid_longitude: sum where sea time: mean' and dimensions='rho basin time'

For Omon.msftyz, branded_variable_name=msfty_tavg-ol-hys-sea but it should be msfty_tavg-ol-ht-sea given variableRootDD=msfty, cell_methods='grid_longitude: sum where sea time: mean' and dimensions='gridlatitude olevel basin time'

For Omon.msftyzmpa, branded_variable_name=msftypa_tavg-ol-hys-sea but it should be msftypa_tavg-ol-ht-sea given variableRootDD=msftypa, cell_methods='grid_longitude: sum where sea time: mean' and dimensions='gridlatitude olevel basin time'

For Omon.nh4os, branded_variable_name=nh4_tavg-d0m-hxy-sea but it should be nh4_tavg-u-hxy-sea given variableRootDD=nh4, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.no3os, branded_variable_name=no3_tavg-d0m-hxy-sea but it should be no3_tavg-u-hxy-sea given variableRootDD=no3, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.no3osSouth30, branded_variable_name=no3_tavg-d0m-hxy-sea but it should be no3_tavg-u-hxy-sea given variableRootDD=no3, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.o2os, branded_variable_name=o2_tavg-d0m-hxy-sea but it should be o2_tavg-u-hxy-sea given variableRootDD=o2, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.phos, branded_variable_name=ph_tavg-d0m-hxy-sea but it should be ph_tavg-u-hxy-sea given variableRootDD=ph, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.phycalcos, branded_variable_name=phycalc_tavg-d0m-hxy-sea but it should be phycalc_tavg-u-hxy-sea given variableRootDD=phycalc, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.phycos, branded_variable_name=phyc_tavg-d0m-hxy-sea but it should be phyc_tavg-u-hxy-sea given variableRootDD=phyc, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.phycosSouth30, branded_variable_name=phyc_tavg-d0m-hxy-sea but it should be phyc_tavg-u-hxy-sea given variableRootDD=phyc, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.phydiatos, branded_variable_name=phydiatos_tavg-d0m-hxy-sea but it should be phydiatos_tavg-u-hxy-sea given variableRootDD=phydiatos, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.phydiazos, branded_variable_name=phydiazos_tavg-d0m-hxy-sea but it should be phydiazos_tavg-u-hxy-sea given variableRootDD=phydiazos, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.phymiscos, branded_variable_name=phymisc_tavg-d0m-hxy-sea but it should be phymisc_tavg-u-hxy-sea given variableRootDD=phymisc, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.phypicoos, branded_variable_name=phypico_tavg-d0m-hxy-sea but it should be phypico_tavg-u-hxy-sea given variableRootDD=phypico, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.sios, branded_variable_name=si_tavg-d0m-hxy-sea but it should be si_tavg-u-hxy-sea given variableRootDD=si, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For Omon.spco2, branded_variable_name=spco2_tavg-u-hxy-sea but it should be spco2_tavg-d0m-hxy-sea given variableRootDD=spco2, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time depth0m'

For Omon.spco2South30, branded_variable_name=spco2_tavg-u-hxy-sea but it should be spco2_tavg-d0m-hxy-sea given variableRootDD=spco2, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time depth0m'

For SIday.siitdconc, branded_variable_name=siitdconc_tavg-u-hxy-u but it should be siitdconc_tavg-u-hxy-si given variableRootDD=siitdconc, cell_methods='area: time: mean where sea_ice (mask=siconc)' and dimensions='longitude latitude iceband time'

For SImon.sidmassevapsubl, branded_variable_name=evspsbl_tavg-u-hxy-si but it should be evspsbl_tavg-u-hxy-sea given variableRootDD=evspsbl, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'

For SImon.siitdconc, branded_variable_name=siitdconc_tavg-u-hxy-u but it should be siitdconc_tavg-u-hxy-si given variableRootDD=siitdconc, cell_methods='area: time: mean where sea_ice (mask=siconc)' and dimensions='longitude latitude iceband time'

For SImon.sivol, branded_variable_name=sieqthick_tavg-u-hxy-u but it should be sieqthick_tavg-u-hxy-sea given variableRootDD=sieqthick, cell_methods='area: mean where sea time: mean' and dimensions='longitude latitude time'
            compound_name       component exp_value actual_value                                    cell_methods                               dimensions
0               3hr.tslsi      area_label       lsi            u  area: mean (over land and sea ice) time: point                 longitude latitude time1
1               AERday.co  vertical_label         u          h2m                                area: time: mean  longitude latitude time lowerModelLayer
2        AERday.mmraerh2o  vertical_label         u          h2m                                area: time: mean  longitude latitude time lowerModelLayer
3            AERday.mmrbc  vertical_label         u          h2m                                area: time: mean  longitude latitude time lowerModelLayer
4          AERday.mmrdust  vertical_label         u          h2m                                area: time: mean  longitude latitude time lowerModelLayer
..                    ...             ...       ...          ...                                             ...                                      ...
88      Omon.spco2South30  vertical_label       d0m            u                 area: mean where sea time: mean          longitude latitude time depth0m
89        SIday.siitdconc      area_label        si            u    area: time: mean where sea_ice (mask=siconc)          longitude latitude iceband time
90  SImon.sidmassevapsubl      area_label       sea           si                 area: mean where sea time: mean                  longitude latitude time
91        SImon.siitdconc      area_label        si            u    area: time: mean where sea_ice (mask=siconc)          longitude latitude iceband time
92            SImon.sivol      area_label       sea            u                 area: mean where sea time: mean                  longitude latitude time

[93 rows x 6 columns]

Issues for 91 compound names

component
vertical_label      75
area_label          10
horizontal_label     5
temporal_label       3
Name: count, dtype: int64

           component exp_value actual_value                                              cell_methods                               dimensions
34        area_label       lnd           sn                          area: mean where land time: mean                  longitude latitude time
35        area_label       lnd           sn  area: mean where land time: mean (weighted by snow area)                  longitude latitude time
37        area_label       lnd            u                          area: mean where land time: mean                  longitude latitude time
36        area_label       lnd          veg                          area: mean where land time: mean                  longitude latitude time
0         area_label       lsi            u            area: mean (over land and sea ice) time: point                 longitude latitude time1
90        area_label       sea           si                           area: mean where sea time: mean                  longitude latitude time
92        area_label       sea            u                           area: mean where sea time: mean                  longitude latitude time
89        area_label        si            u              area: time: mean where sea_ice (mask=siconc)          longitude latitude iceband time
39        area_label         u          lnd                                          area: time: mean                  longitude latitude time
70  horizontal_label        hm          hys                  grid_longitude: sum where sea time: mean                           rho basin time
72  horizontal_label        ht          hys                  grid_longitude: sum where sea time: mean           gridlatitude olevel basin time
33  horizontal_label      hxys          hxy                                   area: point time: point               site time1 lowerModelLayer
16    temporal_label        ti         tclm        area: time: mean (monthly mean fixed annual cycle)        longitude latitude alevel timefxc
22    temporal_label       tpt         tavg                                   area: point time: point                               site time1
31    temporal_label       tpt         tavg                                   area: point time: point               site time1 lowerModelLayer
49    vertical_label       d0m            u                           area: mean where sea time: mean          longitude latitude time depth0m
40    vertical_label         u          d0m                           area: mean where sea time: mean                  longitude latitude time
11    vertical_label         u          h2m                                  area: mean time: maximum  longitude latitude time lowerModelLayer
23    vertical_label         u          h2m                                   area: point time: point               site time1 lowerModelLayer
1     vertical_label         u          h2m                                          area: time: mean  longitude latitude time lowerModelLayer

20 different kinds of errors

                                         n_affected                                                                          affected_compounds
component        exp_value actual_value
area_label       lnd       sn                     1                                                                                  [Eday.esn]
                           sn                     1                                                                                 [Eday.tsns]
                           u                      1                                                                                  [Emon.cnc]
                           veg                    1                                                                                 [Emon.albc]
                 lsi       u                      1                                                                                 [3hr.tslsi]
                 sea       si                     1                                                                     [SImon.sidmassevapsubl]
                           u                      1                                                                               [SImon.sivol]
                 si        u                      2                                                          [SIday.siitdconc, SImon.siitdconc]
                 u         lnd                    1                                                                                 [LImon.snc]
horizontal_label hm        hys                    2                                                           [Omon.msftyrho, Omon.msftyrhompa]
                 ht        hys                    2                                                               [Omon.msftyz, Omon.msftyzmpa]
                 hxys      hxy                    1                                                                                [E3hrPt.so2]
temporal_label   ti        tclm                   1                                                                           [AERfx.o3refClim]
                 tpt       tavg                   1                                                                               [CFsubhr.sci]
                           tavg                   1                                                                                [E3hrPt.so2]
vertical_label   d0m       u                      5                             [Oday.uos, Oday.vos, Omon.dpco2, Omon.spco2, Omon.spco2South30]
                 u         d0m                   40              ['Oday.co3os', 'Oday.co3sataragos', 'Oday.o2os', 'Oday.phos', 'Oday.phycos'...
                           h2m                    1                                                                            [AERday.sfo3max]
                           h2m                    9  ['E3hrPt.mmraerh2o', 'E3hrPt.mmrbc', 'E3hrPt.mmrdust', 'E3hrPt.mmrnh4', 'E3hrPt.mmrno3'...
                           h2m                   20      ['AERday.co', 'AERday.mmraerh2o', 'AERday.mmrbc', 'AERday.mmrdust', 'AERday.mmrnh4'...
                                                                                                                              comment         component exp_value actual_value
34                                                                                    cell_methods should be 'area: mean where snow'?        area_label       lnd           sn
35                                                                                    cell_methods should be 'area: mean where snow'?        area_label       lnd           sn
37                                            Error applying branding algorithm, should be fixed with a simple re-run over the DR (?)        area_label       lnd            u
36                                                                              cell_methods should be 'area: mean where vegetation'?        area_label       lnd          veg
0                                                                               needs re-run of branding algorithm to fix known issue        area_label       lsi            u
90                                                                                 cell_methods should be 'area: mean where sea_ice'?        area_label       sea           si
92                                                                                 cell_methods should be 'area: mean where sea_ice'?        area_label       sea            u
89  unclear if branding algorithm needs an update (i.e. actual_value is correct, this should be unspecified because of the weird m...        area_label        si            u
39                                                               cell_methods should be 'area: mean where sea_ice' (same as day.snc)?        area_label         u          lnd
70                                                                                   Need to check branding algorithm logic with Karl  horizontal_label        hm          hys
72                                                                                   Need to check branding algorithm logic with Karl  horizontal_label        ht          hys
33                                                                                   Need to check branding algorithm logic with Karl  horizontal_label      hxys          hxy
16                   is dimension 'timefxc' a thing? If yes, need to update the branding algorithm. If no, need to fix the dimensions    temporal_label        ti         tclm
22                                            Error applying branding algorithm, should be fixed with a simple re-run over the DR (?)    temporal_label       tpt         tavg
31                                            Error applying branding algorithm, should be fixed with a simple re-run over the DR (?)    temporal_label       tpt         tavg
49                                            Error applying branding algorithm, should be fixed with a simple re-run over the DR (?)    vertical_label       d0m            u
40                                                                                             need to add depth0m to the dimensions?    vertical_label         u          d0m
11                              need to add height2m to the dimensions? Is 'lowerModelLayer' a dimension we should be able to handle?    vertical_label         u          h2m
23                              need to add height2m to the dimensions? Is 'lowerModelLayer' a dimension we should be able to handle?    vertical_label         u          h2m
1                               need to add height2m to the dimensions? Is 'lowerModelLayer' a dimension we should be able to handle?    vertical_label         u          h2m

[wolfiex]

Can we move the requirements.txt to the scripts folder?

[znichollscr]

Sure. Thoughts on the question raised here: #37 (comment) ?

I can do link, ID, file structure validation separately (as that can be used across all repos.

Branding validation as a separate script makes sense here with any other more specific (science based) checks.

I would probably also make sure the labels entries match the constructed id as part of it too.

[wolfiex]

If we are running it continuously, I would make it produce a pretty md report, and have a flag to create an issue outlining the problems it finds.

[znichollscr]

That's an option. Surely it's better to just run it as a validation step in CI so that we never merge anything with broken information in the first place (if you fail CI, don't merge).