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2493937
initial commit
Dec 18, 2025
5abec2f
Updated normunits table + DMo script update
Dec 23, 2025
733d741
DMo and Com script update
Dec 23, 2025
9267ae9
SFm script update
Dec 23, 2025
a396fc0
MFm script update
Dec 23, 2025
408939a
small updates to Com script
Jan 27, 2026
f29c2dc
Merge branch 'sound-data:main' into CEDARS_long_output_update
lyt5410 Jan 27, 2026
f737d40
Update Readme on the new CEDARS format
Feb 11, 2026
7ecd58a
Additional update to Readme.md
Feb 11, 2026
4646ecf
added example input file for Com.py script
Feb 13, 2026
34cfe43
Merge remote-tracking branch 'upstream/main' into CEDARS_long_output_…
Feb 25, 2026
ee8e294
updates to DMo.py, normunit fix
Feb 26, 2026
3d34c94
updates to MFm.py, normunit fix
Mar 2, 2026
14da044
updates to SFm.py, normunit fix
Mar 2, 2026
12db08c
updates to Com.py
Mar 4, 2026
d2fffdd
updates to 4 scripts + misc. clean ups
Mar 5, 2026
189f190
Updated scripts for zip output capability, bug fixes
Mar 6, 2026
cb146d9
update CEDARS output name, update Readme
Mar 11, 2026
5c6bc8c
clean up input lines
Mar 13, 2026
b4acb5c
Delete scripts/data transformation/CEDARS_long_ls_Com.csv
lyt5410 Mar 16, 2026
9ed5b82
Delete scripts/data transformation/CEDARS_long_ls_Com_all_bldgtypes_t…
lyt5410 Mar 16, 2026
5c22567
Delete scripts/data transformation/CEDARS_long_ls_DMo.csv
lyt5410 Mar 16, 2026
b686682
Delete scripts/data transformation/CEDARS_long_ls_MFm.csv
lyt5410 Mar 16, 2026
e3d8219
Delete scripts/data transformation/CEDARS_long_ls_SFm.csv
lyt5410 Mar 16, 2026
ae011df
Delete scripts/data transformation/test_long_ls.csv
lyt5410 Mar 16, 2026
836ac63
Delete scripts/data transformation/test_long_ls_2.csv
lyt5410 Mar 16, 2026
ac7f722
Delete scripts/data transformation/long_ls_test.csv
lyt5410 Mar 16, 2026
9a47972
Merge branch 'main' into CEDARS_long_output_update
lyt5410 Mar 16, 2026
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8 changes: 7 additions & 1 deletion .gitignore
Original file line number Diff line number Diff line change
Expand Up @@ -19,4 +19,10 @@ sim_hourly_wb.csv
#########
stderr
scripts/data transformation/sfm_annual.csv
scripts/data transformation/sfm_hourly_wb.csv
scripts/data transformation/sfm_hourly_wb.csv
scripts/data transformation/CEDARS_long_ls_SFm.csv
scripts/data transformation/CEDARS_long_ls_MFm.csv
scripts/data transformation/CEDARS_long_ls_DMo.csv
scripts/data transformation/CEDARS_long_ls_Com.csv
scripts/data transformation/CEDARS_long_ls_*.csv
scripts/data transformation/CEDARS_long_ls_*.zip
Original file line number Diff line number Diff line change
@@ -1,17 +1,17 @@
skip,climate,weather_file,climate_zone,codes_file
,CZ01,CA_EUREKA_725940S_CZ2022.epw,1,T24_weight_averaged_ex.csv
#,CZ01,CA_EUREKA_725940S_CZ2022.epw,1,T24_weight_averaged_ex.csv
,CZ02,CA_NAPA-CO_724955S_CZ2022.epw,2,T24_weight_averaged_ex.csv
,CZ03,CA_OAKLAND-METRO-AP_724930S_CZ2022.epw,3,T24_weight_averaged_ex.csv
,CZ04,CA_SAN-JOSE-IAP_724945S_CZ2022.epw,4,T24_weight_averaged_ex.csv
,CZ05,CA_SANTA-MARIA-PUBLIC-AP_723940S_CZ2022.epw,5,T24_weight_averaged_ex.csv
,CZ06,CA_LOS-ANGELES-IAP_722950S_CZ2022.epw,6,T24_weight_averaged_ex.csv
,CZ07,CA_SAN-DIEGO-LINDBERGH-FLD_722900S_CZ2022.epw,7,T24_weight_averaged_ex.csv
,CZ08,CA_LONG-BEACH-DAUGHERTY-FLD_722970S_CZ2022.epw,8,T24_weight_averaged_ex.csv
,CZ09,CA_LOS-ANGELES-DOWNTOWN-USC_722874S_CZ2022.epw,9,T24_weight_averaged_ex.csv
,CZ10,CA_RIVERSIDE-MUNI_722869S_CZ2022.epw,10,T24_weight_averaged_ex.csv
,CZ11,CA_RED-BLUFF-MUNI-AP_725910S_CZ2022.epw,11,T24_weight_averaged_ex.csv
,CZ12,CA_STOCKTON-METRO-AP_724920S_CZ2022.epw,12,T24_weight_averaged_ex.csv
,CZ13,CA_FRESNO-YOSEMITE-IAP_723890S_CZ2022.epw,13,T24_weight_averaged_ex.csv
,CZ14,CA_DAGGETT-BARSTOW-AP_723815S_CZ2022.epw,14,T24_weight_averaged_ex.csv
,CZ15,CA_EL-CENTRO-NAF_722810S_CZ2022.epw,15,T24_weight_averaged_ex.csv
,CZ16,CA_BISHOP-AP_724800S_CZ2022.epw,16,T24_weight_averaged_ex.csv
#,CZ04,CA_SAN-JOSE-IAP_724945S_CZ2022.epw,4,T24_weight_averaged_ex.csv
#,CZ05,CA_SANTA-MARIA-PUBLIC-AP_723940S_CZ2022.epw,5,T24_weight_averaged_ex.csv
#,CZ06,CA_LOS-ANGELES-IAP_722950S_CZ2022.epw,6,T24_weight_averaged_ex.csv
#,CZ07,CA_SAN-DIEGO-LINDBERGH-FLD_722900S_CZ2022.epw,7,T24_weight_averaged_ex.csv
#,CZ08,CA_LONG-BEACH-DAUGHERTY-FLD_722970S_CZ2022.epw,8,T24_weight_averaged_ex.csv
#,CZ09,CA_LOS-ANGELES-DOWNTOWN-USC_722874S_CZ2022.epw,9,T24_weight_averaged_ex.csv
#,CZ10,CA_RIVERSIDE-MUNI_722869S_CZ2022.epw,10,T24_weight_averaged_ex.csv
#,CZ11,CA_RED-BLUFF-MUNI-AP_725910S_CZ2022.epw,11,T24_weight_averaged_ex.csv
#,CZ12,CA_STOCKTON-METRO-AP_724920S_CZ2022.epw,12,T24_weight_averaged_ex.csv
#,CZ13,CA_FRESNO-YOSEMITE-IAP_723890S_CZ2022.epw,13,T24_weight_averaged_ex.csv
#,CZ14,CA_DAGGETT-BARSTOW-AP_723815S_CZ2022.epw,14,T24_weight_averaged_ex.csv
#,CZ15,CA_EL-CENTRO-NAF_722810S_CZ2022.epw,15,T24_weight_averaged_ex.csv
#,CZ16,CA_BISHOP-AP_724800S_CZ2022.epw,16,T24_weight_averaged_ex.csv
Original file line number Diff line number Diff line change
@@ -1,11 +1,11 @@
skip,case_name,:vfd_curve_name,:supplyfan_total_eff,:motor_eff,:cooling_coil_cop,:cooling_coil_cop2,:coil_type,:hvac_type
,dxAC-Res-SEER-13.0,,0.12,0.24,3.23,,,unitary_system
,dxAC-Res-SEER-14.0,,0.12,0.24,3.23,,,unitary_system
,dxAC-Res-SEER-14.5,,0.12,0.24,3.43,,,unitary_system
,dxAC-Res-SEER-15.0,,0.12,0.24,3.58,,,unitary_system
#,dxAC-Res-SEER-14.0,,0.12,0.24,3.23,,,unitary_system
#,dxAC-Res-SEER-14.5,,0.12,0.24,3.43,,,unitary_system
#,dxAC-Res-SEER-15.0,,0.12,0.24,3.58,,,unitary_system
,dxAC-Res-SEER-16.0,VFD_Fan_Curve,0.25,0.5,3.58,3.75,multispeed,unitary_system
,dxAC-Res-SEER-17.0,VFD_Fan_Curve,0.25,0.5,3.58,3.89,multispeed,unitary_system
,dxAC-Res-SEER-18.0,VFD_Fan_Curve,0.25,0.5,3.58,4.01,multispeed,unitary_system
,dxAC-Res-SEER-19.0,VFD_Fan_Curve,0.25,0.5,3.72,4.12,multispeed,unitary_system
,dxAC-Res-SEER-20.0,VFD_Fan_Curve,0.25,0.5,3.82,4.22,multispeed,unitary_system
,dxAC-Res-SEER-21.0,VFD_Fan_Curve,0.25,0.5,3.94,4.31,multispeed,unitary_system
#,dxAC-Res-SEER-17.0,VFD_Fan_Curve,0.25,0.5,3.58,3.89,multispeed,unitary_system
#,dxAC-Res-SEER-18.0,VFD_Fan_Curve,0.25,0.5,3.58,4.01,multispeed,unitary_system
#,dxAC-Res-SEER-19.0,VFD_Fan_Curve,0.25,0.5,3.72,4.12,multispeed,unitary_system
#,dxAC-Res-SEER-20.0,VFD_Fan_Curve,0.25,0.5,3.82,4.22,multispeed,unitary_system
#,dxAC-Res-SEER-21.0,VFD_Fan_Curve,0.25,0.5,3.94,4.31,multispeed,unitary_system
Original file line number Diff line number Diff line change
@@ -1,11 +1,11 @@
skip,case_name,:vfd_curve_name,:supplyfan_total_eff,:motor_eff,:cooling_coil_cop,:cooling_coil_cop2,:coil_type,:hvac_type,:heating_coil_cop
,HSPF_7p0_SEER_13_Pre,,0.12,0.24,3.23,,,unitary_system,2.05
,HSPF_8p0_SEER_14_Std,,0.12,0.24,3.23,,,unitary_system,2.34
,HSPF_8p2_SEER_14.5_Std,,0.12,0.24,3.43,,,unitary_system,2.4
,HSPF_8p8_SEER_15_Std,,0.12,0.24,3.58,,,unitary_system,2.58
#,HSPF_8p0_SEER_14_Std,,0.12,0.24,3.23,,,unitary_system,2.34
#,HSPF_8p2_SEER_14.5_Std,,0.12,0.24,3.43,,,unitary_system,2.4
#,HSPF_8p8_SEER_15_Std,,0.12,0.24,3.58,,,unitary_system,2.58
,HSPF_9p0_SEER_16_Msr,VFD_Fan_Curve,0.25,0.5,3.58,3.75,multispeed,unitary_system,2.64
,HSPF_9p4_SEER_17_Msr,VFD_Fan_Curve,0.25,0.5,3.58,3.89,multispeed,unitary_system,2.75
,HSPF_9p5_SEER_18_Msr,VFD_Fan_Curve,0.25,0.5,3.58,4.01,multispeed,unitary_system,2.79
,HSPF_9p5_SEER_19_Msr,VFD_Fan_Curve,0.25,0.5,3.72,4.12,multispeed,unitary_system,2.79
,HSPF_10p0_SEER_20_Msr,VFD_Fan_Curve,0.25,0.5,3.82,4.22,multispeed,unitary_system,2.92
,HSPF_10p5_SEER_21_Msr,VFD_Fan_Curve,0.25,0.5,3.94,4.31,multispeed,unitary_system,3.09
#,HSPF_9p4_SEER_17_Msr,VFD_Fan_Curve,0.25,0.5,3.58,3.89,multispeed,unitary_system,2.75
#,HSPF_9p5_SEER_18_Msr,VFD_Fan_Curve,0.25,0.5,3.58,4.01,multispeed,unitary_system,2.79
#,HSPF_9p5_SEER_19_Msr,VFD_Fan_Curve,0.25,0.5,3.72,4.12,multispeed,unitary_system,2.79
#,HSPF_10p0_SEER_20_Msr,VFD_Fan_Curve,0.25,0.5,3.82,4.22,multispeed,unitary_system,2.92
#,HSPF_10p5_SEER_21_Msr,VFD_Fan_Curve,0.25,0.5,3.94,4.31,multispeed,unitary_system,3.09
Original file line number Diff line number Diff line change
@@ -1,17 +1,17 @@
skip,climate,hz_cz,weather_file,climate_zone,codes_file
,CZ01,,CA_EUREKA_725940S_CZ2022.epw,1,deer-dmo-1972-1985.csv
#,CZ01,,CA_EUREKA_725940S_CZ2022.epw,1,deer-dmo-1972-1985.csv
,CZ02,,CA_NAPA-CO_724955S_CZ2022.epw,2,deer-dmo-1972-1985.csv
,CZ03,,CA_OAKLAND-METRO-AP_724930S_CZ2022.epw,3,deer-dmo-1972-1985.csv
,CZ04,,CA_SAN-JOSE-IAP_724945S_CZ2022.epw,4,deer-dmo-1972-1985.csv
,CZ05,,CA_SANTA-MARIA-PUBLIC-AP_723940S_CZ2022.epw,5,deer-dmo-1972-1985.csv
,CZ06,,CA_LOS-ANGELES-IAP_722950S_CZ2022.epw,6,deer-dmo-1972-1985.csv
,CZ07,,CA_SAN-DIEGO-LINDBERGH-FLD_722900S_CZ2022.epw,7,deer-dmo-1972-1985.csv
,CZ08,,CA_LONG-BEACH-DAUGHERTY-FLD_722970S_CZ2022.epw,8,deer-dmo-1972-1985.csv
,CZ09,,CA_LOS-ANGELES-DOWNTOWN-USC_722874S_CZ2022.epw,9,deer-dmo-1972-1985.csv
,CZ10,,CA_RIVERSIDE-MUNI_722869S_CZ2022.epw,10,deer-dmo-1972-1985.csv
,CZ11,,CA_RED-BLUFF-MUNI-AP_725910S_CZ2022.epw,11,deer-dmo-1972-1985.csv
,CZ12,,CA_STOCKTON-METRO-AP_724920S_CZ2022.epw,12,deer-dmo-1972-1985.csv
,CZ13,,CA_FRESNO-YOSEMITE-IAP_723890S_CZ2022.epw,13,deer-dmo-1972-1985.csv
,CZ14,,CA_DAGGETT-BARSTOW-AP_723815S_CZ2022.epw,14,deer-dmo-1972-1985.csv
,CZ15,,CA_EL-CENTRO-NAF_722810S_CZ2022.epw,15,deer-dmo-1972-1985.csv
,CZ16,,CA_BISHOP-AP_724800S_CZ2022.epw,16,deer-dmo-1972-1985.csv
#,CZ04,,CA_SAN-JOSE-IAP_724945S_CZ2022.epw,4,deer-dmo-1972-1985.csv
#,CZ05,,CA_SANTA-MARIA-PUBLIC-AP_723940S_CZ2022.epw,5,deer-dmo-1972-1985.csv
#,CZ06,,CA_LOS-ANGELES-IAP_722950S_CZ2022.epw,6,deer-dmo-1972-1985.csv
#,CZ07,,CA_SAN-DIEGO-LINDBERGH-FLD_722900S_CZ2022.epw,7,deer-dmo-1972-1985.csv
#,CZ08,,CA_LONG-BEACH-DAUGHERTY-FLD_722970S_CZ2022.epw,8,deer-dmo-1972-1985.csv
#,CZ09,,CA_LOS-ANGELES-DOWNTOWN-USC_722874S_CZ2022.epw,9,deer-dmo-1972-1985.csv
#,CZ10,,CA_RIVERSIDE-MUNI_722869S_CZ2022.epw,10,deer-dmo-1972-1985.csv
#,CZ11,,CA_RED-BLUFF-MUNI-AP_725910S_CZ2022.epw,11,deer-dmo-1972-1985.csv
#,CZ12,,CA_STOCKTON-METRO-AP_724920S_CZ2022.epw,12,deer-dmo-1972-1985.csv
#,CZ13,,CA_FRESNO-YOSEMITE-IAP_723890S_CZ2022.epw,13,deer-dmo-1972-1985.csv
#,CZ14,,CA_DAGGETT-BARSTOW-AP_723815S_CZ2022.epw,14,deer-dmo-1972-1985.csv
#,CZ15,,CA_EL-CENTRO-NAF_722810S_CZ2022.epw,15,deer-dmo-1972-1985.csv
#,CZ16,,CA_BISHOP-AP_724800S_CZ2022.epw,16,deer-dmo-1972-1985.csv
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
skip,cohort,root,:wall_consol_layer_thickness,:wall_consol_layer_conductivity,:floor_consol_layer_thickness,:floor_consol_layer_conductivity,:ceil_consol_layer_thickness,:ceil_consol_layer_conductivity,:door_thermal_resistance,:climate_zone,:infiltration_ACH,:shading_control,:cool_coil_capacity,:heating_coil_capacity
,DMo&0&rDXGF&Ex&dxAC_equip,DMo/templates/root.pxt,"%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""wall_consol_layer_thickness"", ""Value"")['m']","%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""wall_consol_layer_conductivity"", ""Value"")","%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""floor_consol_layer_thickness"", ""Value"")['m']",,"%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""ceil_consol_layer_thickness"", ""Value"")['m']","%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""ceil_consol_layer_conductivity"", ""Value"")","%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""door_thermal_resistance"", ""R-Value"")","%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""climate_zone"", ""Value"")","%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""Infiltration"", ""Value"")","%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""shading_control"", ""Value"")",,
,DMo&0&rDXHP&Ex&dxHP_equip,Dmo-HP/templates/root.pxt,"%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""wall_consol_layer_thickness"", ""Value"")['m']","%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""wall_consol_layer_conductivity"", ""Value"")","%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""floor_consol_layer_thickness"", ""Value"")['m']",,"%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""ceil_consol_layer_thickness"", ""Value"")['m']","%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""ceil_consol_layer_conductivity"", ""Value"")","%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""door_thermal_resistance"", ""R-Value"")","%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""climate_zone"", ""Value"")","%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""Infiltration"", ""Value"")","%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""shading_control"", ""Value"")",,
,DMo&0&rDXGF&New&dxAC_equip,Dmo-DXGF-New/templates/root.pxt,,,,,,,,"%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""climate_zone"", ""Value"")",,"%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""shading_control"", ""Value"")",,
,DMo&0&rDXHP&New&dxHP_equip,Dmo-HP-New/templates/root.pxt,,,,,,,,"%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""climate_zone"", ""Value"")",,"%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""shading_control"", ""Value"")",,
#,DMo&0&rDXGF&New&dxAC_equip,Dmo-DXGF-New/templates/root.pxt,,,,,,,,"%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""climate_zone"", ""Value"")",,"%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""shading_control"", ""Value"")",,
#,DMo&0&rDXHP&New&dxHP_equip,Dmo-HP-New/templates/root.pxt,,,,,,,,"%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""climate_zone"", ""Value"")",,"%= codes.lookup(""Res Key Prototype Values | Climate Zone #{climate_zone}"", ""shading_control"", ""Value"")",,
Original file line number Diff line number Diff line change
@@ -1,11 +1,11 @@
skip,case_name,:vfd_curve_name,:supplyfan_total_eff,:motor_eff,:cooling_coil_cop,:cooling_coil_cop2,:coil_type,:hvac_type,:heating_coil_cop
,HSPF_7p0_SEER_13_Pre,,0.12,0.24,3.23,,,unitary_system,2.05
,HSPF_8p0_SEER_14_Std,,0.12,0.24,3.23,,,unitary_system,2.34
,HSPF_8p2_SEER_14.5_Std,,0.12,0.24,3.43,,,unitary_system,2.4
#,HSPF_8p0_SEER_14_Std,,0.12,0.24,3.23,,,unitary_system,2.34
#,HSPF_8p2_SEER_14.5_Std,,0.12,0.24,3.43,,,unitary_system,2.4
,HSPF_8p8_SEER_15_Std,,0.12,0.24,3.58,,,unitary_system,2.58
,HSPF_9p0_SEER_16_Msr,VFD_Fan_Curve,0.25,0.5,3.58,3.75,multispeed,unitary_system,2.64
,HSPF_9p4_SEER_17_Msr,VFD_Fan_Curve,0.25,0.5,3.58,3.89,multispeed,unitary_system,2.75
,HSPF_9p5_SEER_18_Msr,VFD_Fan_Curve,0.25,0.5,3.58,4.01,multispeed,unitary_system,2.79
,HSPF_9p5_SEER_19_Msr,VFD_Fan_Curve,0.25,0.5,3.72,4.12,multispeed,unitary_system,2.79
,HSPF_10p0_SEER_20_Msr,VFD_Fan_Curve,0.25,0.5,3.82,4.22,multispeed,unitary_system,2.92
,HSPF_10p5_SEER_21_Msr,VFD_Fan_Curve,0.25,0.5,3.94,4.31,multispeed,unitary_system,3.09
#,HSPF_9p4_SEER_17_Msr,VFD_Fan_Curve,0.25,0.5,3.58,3.89,multispeed,unitary_system,2.75
#,HSPF_9p5_SEER_18_Msr,VFD_Fan_Curve,0.25,0.5,3.58,4.01,multispeed,unitary_system,2.79
#,HSPF_9p5_SEER_19_Msr,VFD_Fan_Curve,0.25,0.5,3.72,4.12,multispeed,unitary_system,2.79
#,HSPF_10p0_SEER_20_Msr,VFD_Fan_Curve,0.25,0.5,3.82,4.22,multispeed,unitary_system,2.92
#,HSPF_10p5_SEER_21_Msr,VFD_Fan_Curve,0.25,0.5,3.94,4.31,multispeed,unitary_system,3.09
Original file line number Diff line number Diff line change
@@ -1,17 +1,17 @@
skip,climate,hz_cz,weather_file,climate_zone,codes_file
,CZ01,,CA_EUREKA_725940S_CZ2022.epw,1,deer-mfm-1985.csv
#,CZ01,,CA_EUREKA_725940S_CZ2022.epw,1,deer-mfm-1985.csv
,CZ02,,CA_NAPA-CO_724955S_CZ2022.epw,2,deer-mfm-1985.csv
,CZ03,,CA_OAKLAND-METRO-AP_724930S_CZ2022.epw,3,deer-mfm-1985.csv
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#,CZ16,,CA_BISHOP-AP_724800S_CZ2022.epw,16,deer-mfm-1985.csv
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