forked from jelson.rodrigues/piperun-bot
feat: group repports in a week
This commit is contained in:
@@ -1,17 +1,16 @@
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use std::fmt::Debug;
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use chrono::Datelike;
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use itertools::Itertools;
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use polars::prelude::buffer::validate_utf8;
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use polars::prelude::*;
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use reqwest;
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use serde::Deserialize;
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use std::env;
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use std::time::Duration;
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use walkdir;
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use csv;
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pub mod send_mail_util;
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pub mod zip_directory_util;
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#[derive(Debug, serde::Deserialize)]
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struct CsvHeader {
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CATEGORIA: String,
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@@ -32,14 +31,6 @@ struct CsvEvaluation {
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ID_TALK: String,
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}
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// impl TryFrom::<csv::DeserializeRecordsIter<&[u8], CsvHeader>> for CsvEvaluation {
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// type Error = &'static str;
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// fn try_from(value: csv::DeserializeRecordsIter<&[u8], CsvHeader>) -> Result<Self, Self::Error> {
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// todo!()
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// }
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// }
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fn main() {
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match dotenv::dotenv().ok() {
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Some(_) => println!("Environment variables loaded from .env file"),
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@@ -54,6 +45,9 @@ fn main() {
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.unwrap_or(11432);
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let OLLAMA_AI_MODEL_DATA_SANITIZATION = env::var("OLLAMA_AI_MODEL_DATA_SANITIZATION")
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.expect("Missing environment variable OLLAMA_AI_MODEL_DATA_SANITIZATION");
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let BOT_EMAIL = env::var("BOT_EMAIL").expect("BOT_EMAIL has not been set!");
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let BOT_EMAIL_PASSWORD =
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env::var("BOT_EMAIL_PASSWORD").expect("BOT_EMAIL_PASSWORD has not been set!");
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let ip_address = ipaddress::IPAddress::parse(OLLAMA_URL.to_string());
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let OLLAMA_SANITIZED_IP = match ip_address {
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@@ -71,6 +65,21 @@ fn main() {
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let current_date = chrono::Local::now();
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let formatted_date = current_date.format("%Y-%m-%d").to_string();
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let current_date = chrono::Local::now();
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let first_day_of_current_week = current_date
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.date_naive()
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.week(chrono::Weekday::Sun)
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.first_day();
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let current_date_minus_one_week = first_day_of_current_week
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.checked_sub_days(chrono::Days::new(1))
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.expect("Failed to subtract one day");
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let first_day_of_last_week = current_date_minus_one_week
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.week(chrono::Weekday::Sun)
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.first_day();
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let last_day_of_last_week = current_date_minus_one_week
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.week(chrono::Weekday::Sun)
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.last_day();
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let previous_week_folder_names = std::fs::read_dir(std::path::Path::new("./evaluations"))
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.expect("Failed to read directory ./evaluations")
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.filter_map_ok(|entry| {
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@@ -98,17 +107,6 @@ fn main() {
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};
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})
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.filter_map_ok(|(week, directory_string)| {
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let current_date = chrono::Local::now();
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let first_day_of_current_week = current_date
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.date_naive()
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.week(chrono::Weekday::Sun)
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.first_day();
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let current_date_minus_one_week = first_day_of_current_week
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.checked_sub_days(chrono::Days::new(1))
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.expect("Failed to subtract one day");
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let first_day_of_last_week = current_date_minus_one_week
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.week(chrono::Weekday::Sun)
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.first_day();
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let first_day_of_week_in_folder_name = week.first_day();
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if first_day_of_last_week == first_day_of_week_in_folder_name {
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@@ -132,14 +130,13 @@ fn main() {
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.expect("Failed to read PROMPT_DATA_SANITIZATION.txt");
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let client = reqwest::blocking::Client::new();
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let a = previous_week_folder_names
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let groupped_values = previous_week_folder_names
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.iter()
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.map(|folder_name| {
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let folder_base_path = std::path::Path::new("./evaluations");
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let folder_date_path = folder_base_path.join(folder_name);
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std::fs::read_dir(folder_date_path)
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})
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.take(1)
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.filter_map_ok(|files_inside_folder_on_date| {
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let groupped_by_user_on_day = files_inside_folder_on_date
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.filter_ok(|entry| {
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@@ -157,7 +154,6 @@ fn main() {
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}
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None
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})
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// .take(1)
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.map(|file_name_csv| {
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println!("{:?}", file_name_csv.path());
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let file_contents = std::fs::read_to_string(file_name_csv.path())
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@@ -271,9 +267,6 @@ fn main() {
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let df = polars::frame::DataFrame::new(columns)
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.expect("Failed to concatenate into a dataframe");
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// println!("{:?}", df);
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// Create a dataframe with the evaluation columns plus the talk id
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// return a tuple with the dataframe and the user name, so it can be correctly merged after
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return Some((user_name.as_str().to_owned(), df));
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})
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@@ -293,45 +286,95 @@ fn main() {
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.expect("Failed to concatenate dataframes");
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(name, groupped_df)
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})
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.collect_vec();
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.into_group_map();
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dbg!(&groupped_by_user_on_day);
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return Some(groupped_by_user_on_day);
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})
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.filter_map(|res| {
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if res.is_ok() {
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return Some(res.unwrap());
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}
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return None;
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})
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.into_group_map()
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.into_iter()
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.map(|(name, eval_dataframe_vec)| {
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let groupped_df = eval_dataframe_vec
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if res.is_ok() {
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return Some(res.unwrap());
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}
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return None;
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})
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.reduce(|mut acc, mut e| {
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e.iter_mut().for_each(|(key, val)| {
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if acc.contains_key(key) {
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acc.get_mut(key)
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.expect("Failed to obtain key that should already be present")
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.append(val);
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} else {
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acc.insert(key.to_owned(), val.to_owned());
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}
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});
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acc
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})
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.and_then(|groupped_hashmap_df| {
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let result = groupped_hashmap_df
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.iter()
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.map(|(key, val)| {
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let dfs = val
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.iter()
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.cloned()
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.reduce(|acc, e| acc.vstack(&e).unwrap())
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.expect("Failed to concatenate dataframes");
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(name, groupped_df)
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(key.clone(), dfs)
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})
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// .collect_vec();
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.collect_vec();
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.collect_vec();
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return Some(result);
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});
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println!("{:?}", a);
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// Setup groupped folder
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if !std::fs::exists(format!("./groupped/")).unwrap() {
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std::fs::create_dir(format!("./groupped")).expect("Failed to create directory")
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}
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// Read CSV files inside folder
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// Setup previous week folder
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if !std::fs::exists(format!(
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"./groupped/{first_day_of_last_week} - {last_day_of_last_week}"
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))
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.unwrap()
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{
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std::fs::create_dir(format!(
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"./groupped/{first_day_of_last_week} - {last_day_of_last_week}"
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))
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.expect("Failed to create directory")
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}
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// Use AI to sanitize the data
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match groupped_values {
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Some(mut val) => {
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val.iter_mut().for_each(|(agent, groupped_evaluations)| {
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let mut save_file_csv = std::fs::File::create(format!(
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"./groupped/{first_day_of_last_week} - {last_day_of_last_week}/{agent}"
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))
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.expect("Could not create csv file for saving");
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CsvWriter::new(&mut save_file_csv)
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.include_header(true)
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.with_separator(b';')
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.finish(groupped_evaluations)
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.expect("Failed to save Groupped DataFrame to CSV File");
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});
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}
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None => {}
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}
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// Save into a hashmap, with the user name as key, the date, evaluation
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zip_directory_util::zip_directory_util::zip_source_dir_to_dst_file(
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std::path::Path::new(&format!(
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"./groupped/{first_day_of_last_week} - {last_day_of_last_week}"
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)),
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std::path::Path::new(&format!(
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"./groupped/{first_day_of_last_week} - {last_day_of_last_week}.zip"
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)),
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);
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// Final file should look like
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/*
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Header: Att1, att2, att3, ...
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categoria1
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categoria2
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categoria3
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...
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*/
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let recipients = "Wilson da Conceição Oliveira <wilson.oliveira@nova.net.br>, Isadora G. Moura de Moura <isadora.moura@nova.net.br>";
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send_mail_util::send_mail_util::send_email(
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&format!(
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"Relatório agrupado dos atendimentos semana {first_day_of_last_week} - {last_day_of_last_week}"
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),
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&BOT_EMAIL,
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&BOT_EMAIL_PASSWORD,
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recipients,
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&format!("./groupped/{first_day_of_last_week} - {last_day_of_last_week}.zip"),
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);
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}
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