22 lines
830 B
R
22 lines
830 B
R
source("packrat/init.R")
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library("tidyverse")
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battery <- read.csv(snakemake@input[[1]])
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consumption <- battery %>%
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mutate(group = ifelse(lag(battery_status) != battery_status, 1, 0) %>% coalesce(0),
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group_id = cumsum(group) + 1) %>%
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filter(battery_status == 3) %>%
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group_by(group_id) %>%
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summarize(battery_diff = first(battery_level) - last(battery_level),
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time_diff = (last(timestamp) - first(timestamp)) / (1000 * 60 * 60),
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local_start_date_time = first(local_date_time),
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local_end_date_time = last(local_date_time),
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local_start_date = first(local_date),
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local_end_date = last(local_date)) %>%
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select(-group_id) %>%
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filter(time_diff > 0.1) # Avoids including quick discharge cycles
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write.csv(consumption, snakemake@output[[1]])
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