please check and correct below python code and give the input python program code and output run evidence. # Save the complete program

program $=\text{'}\text{'}\text{'}$import time import pandas as pd import matplotlib.pyplot as plt

class SimplePVSystem: def $\_\_$init$\_\_($self$)$: self.pstc $=410$ # Standard Test Condition power rating $($W$)$ self.tstc $=25$ # Standard Test Condition temperature $(\backslash$u$00$b$0$C$)$

self.gamma $=-0\mathrm{.}0034$ # Temperature coefficient $(/\backslash$u$00$b$0$C$)$self$.$mount$\_$temp$\_$rise $=\{\text{'}$pole$\text{'}$: $25,\text{'}$a$-$frame': $30,$ 'roof': $35\}$ self.months $=[\text{'}$Jan$\text{'},$ 'Feb', 'Mar', 'Apr', 'May', 'Jun',

'Jul', 'Aug', 'Sep', 'Oct', 'Nov', 'Dec'$]$ def calculate$\_$power$($self$,$ ambient$\_$temp, module$\_$count, mounting$=$'roof'$)$:

t$\_$cell $=$ ambient$\_$temp $+$ self.mount$\_$temp$\_$rise$[$mounting$]$

p$\_$derated $=$ self.pstc $*(1+$ self.gamma $*($t$\_$cell $-$ self.tstc$))$

total$\_$power $=$ p$\_$derated $*$ module$\_$count

return round$($total$\_$power, $1)$ def analyze$\_$regions$($self$,$ regions$\_$data, module$\_$count, mounting$=$'roof'$)$: results $=\{\}$ timestamp $=$ int$($time$.$time$())$

for region, temps in regions$\_$data.items$()$:

power$\_$outputs $=[$self$.$calculate$\_$power$($temp$,$ module$\_$count, mounting$)$

for temp in temps$]$ results$[$region$]=\{\text{'}$temps$\text{'}$: temps, 'power': power$\_$outputs$\}$filename $=$ f'report$\_\{$region$\}\_\{$timestamp$\}.$txt$\text{'}$ with open$($filename$,\text{'}$w$\text{'})$ as f:

f$.$write$($f$"$Analysis for $\{$region$\}\backslash \backslash \{\text{'}=\text{'}*40\}\backslash \backslash ")$ f$.$write$("$Month Temp $(\backslash$u$00$b$0$C$)$ Power $($W$)\backslash \backslash ")$ for month, temp, power in zip$($self$.$months, temps, power$\_$outputs$)$:

f$.$write$($f$"\{$month:$<10\}\{$temp:$>8\mathrm{.}1$f$\}\{$power:$>10\mathrm{.}1$f$\}\backslash \backslash ")$ print$($f$"$Saved report for $\{$region$\}")$

plt$.$figure$($figsize$=(12,6))$

for region, data in results.items$()$:

plt$.$plot$($self$.$months, data$[\text{'}$power$\text{'}],$ marker$=\text{'}$o$\text{'},$ label$=$region$)$

plt$.$title$(\text{'}$PV Module Power Output by Region'$)$

plt$.$xlabel$(\text{'}$Month$\text{'})$

plt$.$ylabel$(\text{'}$Power Output $($W$)\text{'})$

plt$.$legend$()$

plt$.$grid$($True$)$

plt$.$savefig$($f$\text{'}$pv$\_$analysis$\_$plot$\_\{$timestamp$\}.$png$\text{'})$

plt$.$close$()$

return results

def main$()$:

pv$\_$system $=$ SimplePVSystem$()$

while True:

try:

module$\_$count $=$ int$($input$("$Enter the number of modules in the solar farm: $"))$

if module$\_$count $>0$:

break

print$("$Please enter a positive number."$)$

except ValueError:

print$("$Please enter a valid number."$)$

while True:

mounting $=$ input$("$Enter mounting type $($pole$/$a$-$frame$/$roof$)$: $").$lower$()$

if mounting in pv$\_$system.mount$\_$temp$\_$rise:

break

print$("$Invalid mounting type. Please choose pole, a$-$frame, or roof."$)$

regions $=\{\}$

while True:

region$\_$name $=$ input$("$Enter region name $($or 'done' to finish$)$: $")$

if region$\_$name.lower$()==$ 'done':

if not regions:

print$("$Please enter at least one region."$)$

continue

break

temps $=[]$

print$($f$"$Enter monthly temperatures for $\{$region$\_$name$\}$:$")$

for month in pv$\_$system.months:

while True:

try:

temp $=$ float$($input$($f$"$Temperature for $\{$month$\}$: $"))$

temps.append$($temp$)$

break

except ValueError:

print$("$Please enter a valid temperature."$)$

regions$[$region$\_$name$]=$ temps

results $=$ pv$\_$system.analyze$\_$regions$($regions$,$ module$\_$count, mounting$)$

timestamp $=$ int$($time$.$time$())$

print$("\backslash \backslash$

Summary Statistics:"$)$

print$("="*50)$

monthly$\_$comparison $=$ pd$.$DataFrame$()$

monthly$\_$comparison$[\text{'}$Month$\text{'}]=$ pv$\_$system.months

for region, data in results.items$()$:

avg$\_$power $=$ sum$($data$[\text{'}$power$\text{'}])/$ len$($data$[\text{'}$power$\text{'}])$

max$\_$power $=$ max$($data$[\text{'}$power$\text{'}])$

min$\_$power $=$ min$($data$[\text{'}$power$\text{'}])$

print$($f$"\backslash \backslash$

$\{$region$\}$:$")$

print$($f$"$Average Power: $\{$avg$\_$power:$\mathrm{.}1$f$\}$ W$")$

print$($f$"$Max Power: $\{$max$\_$power:$\mathrm{.}1$f$\}$ W$")$

print$($f$"$Min Power: $\{$min$\_$power:$\mathrm{.}1$f$\}$ W$")$

print$($f$"$Annual Variation: $\{($max$\_$power $-$ min$\_$power$)$:$\mathrm{.}1$f$\}$ W$")$

monthly$\_$comparison$[$f$\text{'}\{$region$\}\_$Temp'$]=$ data$[\text{'}$temps$\text{'}]$

monthly$\_$comparison$[$f$\text{'}\{$region$\}\_$Power'$]=$ data$[\text{'}$power$\text{'}]$

excel$\_$file $=$ f'detailed$\_$pv$\_$analysis$\_\{$timestamp$\}.$xlsx$\text{'}$

with pd$.$ExcelWriter$($excel$\_$file$)$ as writer:

monthly$\_$comparison.to$\_$excel$($writer$,$ sheet$\_$name$=$'Monthly Comparison',

index$=$False$)$

for region, data in results.items$()$:

df $=$ pd$.$DataFrame$(\{$

'Month': pv$\_$system.months,

'Temperature $(\backslash$u$00$b$0$C$)\text{'}$: data$[\text{'}$temps$\text{'}],$

'Power Output $($W$)\text{'}$: data$[\text{'}$power$\text{'}]$

$\})$

df$.$to$\_$excel$($writer$,$ sheet$\_$name$=$region, index$=$False$)$

print$($f$"\backslash \backslash$

Detailed Excel analysis saved as: $\{$excel$\_$file$\}")$

print$("\backslash \backslash$

Analysis complete!"$)$

if $\_\_$name$\_\_=="\_\_$main$\_\_"$:

main$()$

$\text{'}\text{'}\text{'}$

# Save to file

with open$(\text{'}$pv$\_$system$\_$analysis.py$\text{'},\text{'}$w$\text{'})$ as f:

f$.$write$($program$)$

print$("$Program has been saved to $\text{'}$pv$\_$system$\_$analysis.py$\text{'}")$