I added a network game to the bot. Need to refactor it but it's working for now

.gitignore

@@ -1,3 +1,3 @@
 *~
 __pycache__
-*.pyc
+config.py

README

@@ -1,7 +1,7 @@
 Setting up the Discord Bot
 ======================================
 
-I run the Discord bot from my laptop. It requires the discord Python
+I run the Discord boy from my laptop. It requires the discord Python
 module available in PyPi and installable like:
 
     $ pip3 install discord
@@ -18,7 +18,7 @@ the steps there, with one important exception:
 need to enable both "Privileged Gateway Intents."  This allows the bot
 to see who is present and active in the channel.
 
-Finally, you need to copy your bot'ss Token (also found on the "Bot" tab)
+Finally, you need to copy your bot's Token (also found on the "Bot" tab)
 into coldcallbot.py. Pass it as the argument to `ccb.run()`.
 
 
@@ -44,7 +44,7 @@ Daily Process
 
 You need to start the bot from the laptop each day. I do that by:
 
-  $ ./coldcallbot.py
+  $ ./coldcallboy.py
 
 The bot will run in the terminal, print out data as it works including
 detailed weights as it goes, and it will record data into files in the

assessment_and_tracking/compute_final_case_grades.R

@@ -1,23 +1,36 @@
 ## load in the data
 #################################
 
-myuw <- read.csv("myuw-COMMLD_570_A_spring_2021_students.csv", stringsAsFactors=FALSE)
+case.sessions  <- 15
+myuw <- read.csv("myuw-COM_482_A_autumn_2020_students.csv", stringsAsFactors=FALSE)
 
 ## class-level variables
-question.grades <- c("GOOD"=100, "FAIR"=100-(50/3.3), "WEAK"=100-(50/(3.3)*2))
+question.grades <- c("GOOD"=100, "FAIR"=100-(50/3.3), "BAD"=100-(50/(3.3)*2))
+missed.question.penalty <- (50/3.3) * 0.2 ## 1/5 of a full point on the GPA scale
 
 source("../assessment_and_tracking/track_participation.R")
 setwd("case_grades")
 
-rownames(d) <- d$unique.name
+rownames(d) <- d$discord.name
 
 ## show the distribution of assessments
-table(call.list$assessment)
-prop.table(table(call.list$assessment))
-table(call.list$answered)
-prop.table(table(call.list$answered))
+table(call.list.full$assessment)
+prop.table(table(call.list.full$assessment))
+table(call.list.full$answered)
+prop.table(table(call.list.full$answered))
 
-total.questions.asked <- nrow(call.list)
+total.questions.asked <- nrow(call.list.full)
+
+## create new column with number of questions present
+d$prop.asked <- d$num.calls / d$num.present
+
+## generate statistics using these new variables
+prop.asks.quantiles <- quantile(d$prop.asked, probs=seq(0,1, 0.01))
+prop.asks.quantiles <- prop.asks.quantiles[!duplicated(prop.asks.quantiles)]
+
+## this is generating broken stuff but it's not used for anything
+d$prop.asked.quant <- cut(d$prop.asked, breaks=prop.asks.quantiles,
+    labels=names(prop.asks.quantiles)[1:(length(prop.asks.quantiles)-1)])
 
 ## generate grades
 ##########################################################
@@ -26,47 +39,81 @@ d$part.grade <- NA
 
 ## print the median number of questions for (a) everybody and (b)
 ## people that have been present 75% of the time
+median(d$num.calls[d$days.absent < 0.25*case.sessions])
 median(d$num.calls)
 
 questions.cutoff <- median(d$num.calls)
 
 ## helper function to generate average grade minus number of missing
-gen.part.grade <- function (x.unique.name) {
-    q.scores <- question.grades[call.list$assessment[call.list$unique.name == x.unique.name]]
+gen.part.grade <- function (x.discord.name) {
+    q.scores <- question.grades[call.list$assessment[call.list$discord.name == x.discord.name]]
     base.score <- mean(q.scores, na.rm=TRUE)
 
     ## number of missing days
-    # missing.days <- nrow(missing.in.class[missing.in.class$unique.name == x.unique.name,])
+    missing.days <- nrow(missing.in.class[missing.in.class$discord.name == x.discord.name,])
 
     ## return the final score
-    data.frame(unique.name=x.unique.name,
-               part.grade=(base.score))
+    data.frame(discord.name=x.discord.name,
+               part.grade=(base.score - missing.days * missed.question.penalty))
 }
 
+tmp <- do.call("rbind", lapply(d$discord.name[d$num.calls >= questions.cutoff], gen.part.grade))
 
-tmp <- do.call("rbind", lapply(d$unique.name, gen.part.grade))
+d[as.character(tmp$discord.name), "part.grade"] <- tmp$part.grade
 
-d[as.character(tmp$unique.name), "part.grade"] <- tmp$part.grade
+## next handle the folks *under* the median
+
+## first we handle the zeros
+## step 1: first double check the people who have zeros and ensure that they didn't "just" get unlucky"
+d[d$num.calls == 0,]
+
+## set those people to 0 :(
+d$part.grade[d$num.calls == 0] <- 0
+
+## step 2 is to handle folks who got unlucky in the normal way
+tmp <- do.call("rbind", lapply(d$discord.name[is.na(d$part.grade) & d$prop.asked <= median(d$prop.asked)], gen.part.grade))
+d[as.character(tmp$discord.name), "part.grade"] <- tmp$part.grade
+
+## the people who are left are lucky and still undercounted so we'll penalize them
+d[is.na(d$part.grade),]
+penalized.discord.names <- d$discord.name[is.na(d$part.grade)]
 
 ## generate the baseline participation grades as per the process above
+tmp <- do.call("rbind", lapply(penalized.discord.names, gen.part.grade))
+d[as.character(tmp$discord.name), "part.grade"] <- tmp$part.grade
+
+## now add "zeros" for every questions that is below the normal
+d[as.character(penalized.discord.names),"part.grade"] <- ((
+    (questions.cutoff - d[as.character(penalized.discord.names),"num.calls"] * 0) +
+    (d[as.character(penalized.discord.names),"num.calls"] * d[as.character(penalized.discord.names),"part.grade"]) )
+    / questions.cutoff)
+
+d[as.character(penalized.discord.names),]
 
 ## map part grades back to 4.0 letter scale and points
 d$part.4point <-round((d$part.grade / (50/3.3)) - 2.6, 2)
 
-d[sort.list(d$part.4point),]
+d[sort.list(d$prop.asked), c("discord.name", "num.calls", "num.present",
+                             "prop.asked", "prop.asked.quant", "part.grade", "part.4point",
+                             "days.absent")]
+
+d[sort.list(d$part.4point), c("discord.name", "num.calls", "num.present",
+                             "prop.asked", "prop.asked.quant", "part.grade", "part.4point",
+                             "days.absent")]
 
 
 ## writing out data
+quantile(d$num.calls, probs=(0:100*0.01))
 d.print <- merge(d, myuw[,c("StudentNo", "FirstName", "LastName", "UWNetID")],
            by.x="student.num", by.y="StudentNo")
 write.csv(d.print, file="final_participation_grades.csv")
 
-## library(rmarkdown)
+library(rmarkdown)
 
-## for (x.unique.name in d$unique.name) {
-##     render(input="../../assessment_and_tracking/student_report_template.Rmd",
-##            output_format="html_document",
-##            output_file=paste("../data/case_grades/student_reports/",
-##                              d.print$UWNetID[d.print$unique.name == x.unique.name],
-##                              sep=""))
-## }
+for (x.discord.name in d$discord.name) {
+    render(input="../../assessment_and_tracking/student_report_template.Rmd",
+           output_format="html_document",
+           output_file=paste("../data/case_grades/student_reports/",
+                             d.print$UWNetID[d.print$discord.name == x.discord.name],
+                             sep=""))
+}

assessment_and_tracking/track_enrolled.R

@@ -1,4 +1,4 @@
-myuw <- read.csv("myuw-COMMLD_570_A_spring_2021_students.csv")
+myuw <- read.csv("myuw-COM_482_A_autumn_2020_students.csv")
 gs <- read.delim("student_information.tsv")
 
 ## these are students who dropped the class (should be empty)
@@ -10,14 +10,14 @@ myuw[!myuw$StudentNo %in% gs$Your.UW.student.number,]
 ## read all the folks who have been called and see who is missing from
 ## the google sheet
 
-## call.list <- unlist(lapply(list.files(".", pattern="^attendance-.*tsv$"), function (x) {
-##    d <- read.delim(x)
-##    strsplit(d[[2]], ",")
-## })
-## )
-## present <- unique(call.list)
-## present[!present %in% gs[["Your.username.on.the.class.Discord.server"]]]
+call.list <- unlist(lapply(list.files(".", pattern="^attendance-.*tsv$"), function (x) {
+    d <- read.delim(x)
+    strsplit(d[[2]], ",")
+})
+)
+present <- unique(call.list)
+present[!present %in% gs[["Your.username.on.the.class.Discord.server"]]]
 
 ## and never attended class..
-## gs[["Your.username.on.the.class.Discord.server"]][!gs[["Your.username.on.the.class.Discord.server"]] %in% present]
+gs[["Your.username.on.the.class.Discord.server"]][!gs[["Your.username.on.the.class.Discord.server"]] %in% present]
 

assessment_and_tracking/track_participation.R

@@ -1,25 +1,109 @@
-setwd("~/online_communities/coldcallbot/data/")
-
 library(ggplot2)
 library(data.table)
 
 gs <- read.delim("student_information.tsv")
-d <- gs[,c(2,4)]
-colnames(d) <- c("student.num", "unique.name")
-
-call.list <- do.call("rbind", lapply(list.files(".", pattern="^call_list-.*tsv$"), function (x) {read.delim(x, stringsAsFactors=FALSE)[,1:4]}))
+d <- gs[,c(2,5)]
+colnames(d) <- c("student.num", "discord.name")
 
+call.list <- do.call("rbind", lapply(list.files(".", pattern="^call_list-.*tsv$"), function (x) {read.delim(x)[,1:4]}))
 colnames(call.list) <- gsub("_", ".", colnames(call.list))
 
-table(call.list$unique_name[call.list$answered])
+call.list$day <- as.Date(call.list$timestamp)
 
 ## drop calls where the person wasn't present
 call.list.full <- call.list
 call.list[!call.list$answered,]
 call.list <- call.list[call.list$answered,]
 
-call.counts <- data.frame(table(call.list$unique.name))
-colnames(call.counts) <- c("unique.name", "num.calls")
+call.counts <- data.frame(table(call.list$discord.name))
+colnames(call.counts) <- c("discord.name", "num.calls")
 
-d <- merge(d, call.counts, all.x=TRUE, all.y=TRUE, by="unique.name"); d
+d <- merge(d, call.counts, all.x=TRUE, all.y=TRUE, by="discord.name"); d
+
+## set anything that's missing to zero
+d$num.calls[is.na(d$num.calls)] <- 0
+      
+attendance <- unlist(lapply(list.files(".", pattern="^attendance-.*tsv$"), function (x) {d <- read.delim(x); strsplit(d[[2]], ",")}))
+
+file.to.attendance.list <- function (x) {
+    tmp <- read.delim(x)
+    d.out <- data.frame(discord.name=unlist(strsplit(tmp[[2]], ",")))
+    d.out$day <- rep(as.Date(tmp[[1]][1]), nrow(d.out))
+    return(d.out)
+}
+
+attendance <- do.call("rbind",
+                      lapply(list.files(".", pattern="^attendance-.*tsv$"),
+                             file.to.attendance.list))
+
+## create list of folks who are missing in class 
+missing.in.class  <- call.list.full[is.na(call.list.full$answered) |
+                                    (!is.na(call.list.full$answered) & !call.list.full$answered),
+                                    c("discord.name", "day")]
+
+missing.in.class <- unique(missing.in.class)
+
+setDT(attendance)
+setkey(attendance, discord.name, day)
+setDT(missing.in.class)
+setkey(missing.in.class, discord.name, day)
+
+## drop presence for people on missing days
+attendance[missing.in.class,]
+attendance <- as.data.frame(attendance[!missing.in.class,])
+
+attendance.counts <- data.frame(table(attendance$discord.name))
+colnames(attendance.counts) <- c("discord.name", "num.present")
+
+d <- merge(d, attendance.counts,
+           all.x=TRUE, all.y=TRUE,
+           by="discord.name")
+
+days.list <- lapply(unique(attendance$day), function (day) {
+    day.total <- table(call.list.full$day == day)[["TRUE"]]
+    lapply(d$discord.name, function (discord.name) {
+        num.present <- nrow(attendance[attendance$day == day & attendance$discord.name == discord.name,])
+        if (num.present/day.total > 1) {print(day)}
+        data.frame(discord.name=discord.name,
+                   days.present=(num.present/day.total))
+    })
+})
+
+days.tmp <- do.call("rbind", lapply(days.list, function (x) do.call("rbind", x)))
+
+days.tbl <- tapply(days.tmp$days.present, days.tmp$discord.name, sum)
+
+attendance.days <- data.frame(discord.name=names(days.tbl),
+                              days.present=days.tbl,
+                              days.absent=length(list.files(".", pattern="^attendance-.*tsv$"))-days.tbl)
+
+d <- merge(d, attendance.days,
+           all.x=TRUE, all.y=TRUE, by="discord.name")
+
+d[sort.list(d$days.absent), c("discord.name", "num.calls", "days.absent")]
+
+## make some visualizations of whose here/not here
+#######################################################
+
+png("questions_absence_histogram_combined.png", units="px", width=800, height=600)
+
+ggplot(d) +
+    aes(x=as.factor(num.calls), fill=days.absent, group=days.absent) +
+    geom_bar(color="black") +
+    scale_x_discrete("Number of questions asked") +
+    scale_y_continuous("Number of students") +
+    scale_fill_continuous("Days absent", low="red", high="blue")+
+    theme_bw()
+
+dev.off()
+
+png("questions_absenses_boxplots.png", units="px", width=800, height=600)
+
+ggplot(data=d) +
+    aes(x=as.factor(num.calls), y=days.absent) +
+    geom_boxplot() +
+    scale_x_discrete("Number of questions asked") +
+    scale_y_continuous("Days absent")
+
+dev.off()
 

coldcall.py

@@ -8,47 +8,46 @@ from csv import DictReader
 
 import os.path
 import re
+import discord
 
 class ColdCall():
-    def __init__ (self, record_attendance=True):
+    def __init__ (self, course = ''):
+        self.course = course
         self.today = str(datetime.date(datetime.now()))
         # how much less likely should it be that a student is called upon?
         self.weight = 2
-        self.record_attendance = record_attendance
+        self.__set_filenames()
 
+
+    def __set_filenames(self):
         # filenames
-        self.__fn_studentinfo = "data/student_information.tsv"
-        self.__fn_daily_calllist = f"data/call_list-{self.today}.tsv"
-        self.__fn_daily_attendance = f"data/attendance-{self.today}.tsv"
-
-        self.preferred_names = self.__get_preferred_names()
+        self.__fn_studentinfo = f"data/{self.course}/student_information.tsv"
+        self.__fn_daily_calllist = f"data/{self.course}/call_list-{self.today}.tsv"
+        self.__fn_daily_attendance = f"data/{self.course}/attendance-{self.today}.tsv"
 
     def __load_prev_questions(self):
         previous_questions = defaultdict(int)
 
-        for fn in listdir("./data/"):
+        for fn in listdir(f"./data/{self.course}/"):
             if re.match("call_list-\d{4}-\d{2}-\d{2}.tsv", fn):
-                with open(f"./data/{fn}", 'r') as f:
+                with open(f"./data/{self.course}/{fn}", 'r') as f:
                     for row in DictReader(f, delimiter="\t"):
                         if not row["answered"] == "FALSE":
-                            previous_questions[row["unique_name"]] += 1
+                            previous_questions[row["discord_name"]] += 1
 
         return previous_questions
     
-    def __get_preferred_names(self):
-        # translate the unique name into the preferred students name,
-        # if possible, otherwise return the unique name
+    def __get_preferred_name(self, selected_student):
+        # translate the discord name into the preferred students name,
+        # if possible, otherwise return the discord name
 
         preferred_names = {}
         with open(self.__fn_studentinfo, 'r') as f:
             for row in DictReader(f, delimiter="\t"):
-                preferred_names[row["Your username on the class Teams server"]] = row["Name you'd like to go by in class"]
+                preferred_names[row["discord_name"]] = row["name"]
 
-        return(preferred_names)
-        
-    def __get_preferred_name(self, selected_student):
-        if selected_student in self.preferred_names:
-            return self.preferred_names[selected_student]
+        if selected_student in preferred_names:
+            return preferred_names[selected_student]
         else:
             return None
 
@@ -64,7 +63,7 @@ class ColdCall():
                 weights[s] = weights[s] / self.weight
 
         # choose one student from the weighted list
-        # print(weights) # DEBUG LINE
+        print(weights)
         return choices(list(weights.keys()), weights=list(weights.values()), k=1)[0]
 
     def __record_attendance(self, students_present):
@@ -83,7 +82,7 @@ class ColdCall():
         # if it's the first one of the day, write it out
         if not os.path.exists(self.__fn_daily_calllist):
             with open(self.__fn_daily_calllist, "w") as f:
-                print("\t".join(["unique_name", "timestamp", "answered", "assessment"]), file=f)
+                print("\t".join(["discord_name", "timestamp", "answered", "assessment"]), file=f)
 
         # open for appending the student
         with open(self.__fn_daily_calllist, "a") as f:
@@ -94,7 +93,6 @@ class ColdCall():
         selected_student = self.__select_student_from_list(students_present)
 
         # record the called-upon student in the right place
-        if self.record_attendance:
         self.__record_attendance(students_present)
         self.__record_coldcall(selected_student)
 
@@ -105,6 +103,10 @@ class ColdCall():
             coldcall_message = f"@{selected_student}, you're up!"
         return coldcall_message
 
+    def update_course(self, course_name):
+        self.course = course_name
+        self.__set_filenames()
+
 # cc = ColdCall()
  
 # test_student_list = ["jordan", "Kristen Larrick", "Madison Heisterman", "Maria.Au20", "Laura (Alia) Levi", "Leona Aklipi", "anne", "emmaaitelli", "ashleylee", "allie_partridge", "Tiana_Cole", "Hamin", "Ella Qu", "Shizuka", "Ben Baird", "Kim Do", "Isaacm24", "Sam Bell", "Courtneylg"]

coldcallbot-manual.py

@@ -1,15 +0,0 @@
-#!/usr/bin/env python3
-
-from coldcall import ColdCall
-import re
-
-## create the coldcall object
-cc = ColdCall(record_attendance=False)
-
-student_list = cc.preferred_names
-
-# print out 100 students
-
-for i in range(100):
-    print(f"{i + 1}. {cc.coldcall(student_list)} [ ] [ ]\n")
-

coldcallbot.py

@@ -3,6 +3,8 @@
 from coldcall import ColdCall
 import re
 import discord
+import config
+import random
 
 ## create the coldcall object
 cc = ColdCall()
@@ -11,12 +13,15 @@ class ColdCallBot (discord.Client):
     async def on_ready(self):
         print(f'Logged on as {self.user}! Ready for class!')
 
-    async def on_message(self, message):
+    async def on_message(self, message, voice_channel = 'Class Sessions'):
         if message.author == self.user:
             return
 
         if message.content.startswith('$next'):
-            classroom = discord.utils.get(message.guild.voice_channels, name='Classroom Voice')
+            if message.channel.category:
+                if cc.course != message.channel.category:
+                    cc.update_course(message.channel.category)
+            classroom = [x for x in message.guild.voice_channels if x.name == voice_channel and x.category_id == message.channel.category_id][0]
 
             present_students = []
             for member in classroom.members:
@@ -32,6 +37,154 @@ class ColdCallBot (discord.Client):
                 msg_text = cc.coldcall(present_students)
 
             await message.channel.send(msg_text)
+        # TODO: Only let admin send this command
+        if (message.content.startswith('$network game')) and ('Teachers' in [r.name for r in message.author.roles]):
+            print("Starting the game")
+            if message.channel.category:
+                if cc.course != message.channel.category:
+                    cc.update_course(message.channel.category)
+            classroom = [x for x in message.guild.voice_channels if x.name == voice_channel and x.category_id == message.channel.category_id][0]
+
+            present_students = []
+            for member in classroom.members:
+                if 'Students' in [r.name for r in member.roles]:
+                    present_students.append(member)
+
+            self.assignments = get_assignments(present_students, edgelist = './network_game/test_edgelist.csv')
+            # Build a mapping from names to user objects so that people can refer to users
+            self.active_list = {x.name: x for x in self.assignments}
+            self.observers = [x for x in classroom.members if x not in self.assignments]
+            if self.assignments is not None:
+                for student in self.assignments:
+                    await student.send(f"You are allowed to talk to:")
+                    for neighbor in self.assignments[student]['neighbors']:
+                        await student.send(f"{neighbor.mention}")
+                    await student.send(f"You have these resources: {self.assignments[student]['has']}.")
+                    await student.send(f"You need: {self.assignments[student]['needs']}.")
+            else:
+                for student in present_students:
+                    await student.send("Not enough students to play")
+
+        if message.content.startswith('$send'):
+            try:
+                _, resource, u_to = message.content.split(' ')
+            except:
+                await message.author.send("Badly formed command. It has to be '$send resource @user'")
+            if u_to not in self.active_list:
+                await message.author.send(f"I can't find {u_to} in the list of users. Make sure the command is formatted as $send resource @user")
+            else:
+                u_to = self.active_list[u_to]
+                gave_resource = self.give_resource(resource, message.author, u_to)
+                if gave_resource == True:
+                    finished = self.is_finished(u_to)
+                    await message.author.send(f"{resource} sent to {u_to}")
+                    await message.author.send(f"You now have {self.assignments[message.author]['has']} and you need {self.assignments[message.author]['needs']}")
+                    if finished:
+                        await u_to.send("You have everything you need! Well done! You can keep passing resources and talking with your 'neighbors' if you like. Just make sure to keep the resources that you need!")
+                    else:
+                        await u_to.send(f"You now have {self.assignments[u_to]['has']} and you need {self.assignments[u_to]['needs']}")
+
+                    for o in self.observers:
+                        await o.send(f"{message.author.name} sent {resource} to {u_to.name}")
+                        if finished:
+                            await o.send(f"{u_to.name} has everything they need!!!")
+
+                else:
+                    await message.author.send(f"Resource not sent. Are you sure you have {resource}?")
+    def is_finished(self, u_to):
+        if set(self.assignments[u_to]['needs']) <= set(self.assignments[u_to]['has']):
+            return True
+        return False
+
+
+
+
+
+
+    def give_resource(self, resource, u_from, u_to):
+        if resource not in self.assignments[u_from]['has']:
+            return False
+        else:
+            self.assignments[u_from]['has'].remove(resource)
+            self.assignments[u_to]['has'].append(resource)
+            return True
+
+
+def get_assignments(student_list,
+        edgelist = './network_game/edgelist.csv',
+        resource_prefix = './network_game/resources_'
+        ):
+
+
+    def _add_connection(node1, node2):
+        node1 = int(node1)
+        node2 = int(node2)
+        for i in range(len(mapping[node1])):
+            s1 = mapping[node1][i]
+            s2 = mapping[node2][i]
+            if s1 in assignments:
+                assignments[s1]['neighbors'].append(s2)
+            else:
+                assignments[s1] = {'neighbors': [s2]}
+
+    def _add_resources():
+        fn = f"{resource_prefix}{group_size}.csv"
+        with open(fn, 'r') as f:
+            i = 1
+            for line in f.readlines():
+                resources = line.strip().split(',')
+                curr_students = mapping[i]
+                for s in curr_students:
+                    assignments[s]['has'] = resources[:3]
+                    assignments[s]['needs'] = resources[3:]
+                i += 1
+
+
+
+    assignments = {}
+    group_size = _get_group_size(len(student_list))
+    if len(student_list) < group_size:
+        return None
+    mapping = _make_mapping(student_list, group_size)
+    with open(edgelist, 'r') as f:
+        for line in f.readlines():
+            node1, node2 = line.strip().split(',')
+            if int(node2) <= group_size:
+                _add_connection(node1, node2)
+                _add_connection(node2, node1)
+    _add_resources()
+    return assignments
+
+
+
+def _make_mapping(students, group_size):
+    random.shuffle(students)
+    n_observers = len(students) % group_size
+    mapping = {}
+    if n_observers > 0:
+        mapping['observers'] = students[-n_observers:]
+    for i, student in enumerate(students[-n_observers:]):
+        j = i % group_size
+        idx = j + 1
+        if idx in mapping:
+            mapping[idx].append(student)
+        else:
+            mapping[idx] = [student]
+    return mapping
+
+
+def _get_group_size(n):
+    min_observers = None
+    for x in range(7,10):
+        observers = n % x
+        if min_observers is None or observers < min_observers:
+            best_fit = x
+            min_observers = observers
+    return best_fit
+
+
+
+
 
 # this is necessary to get information about who is online
 intents = discord.Intents.default()
@@ -39,5 +192,4 @@ intents.members = True
 intents.presences = True
 
 ccb = ColdCallBot(intents=intents)
-ccb.run('CHANGEME')
-
+ccb.run(config.key)

data/download_data.sh

@@ -1,4 +0,0 @@
-#!/bin/bash
-
-wget 'https://docs.google.com/spreadsheets/d/FIXME/export?gid=FIXME&format=tsv' -O 'student_information.tsv'
-

flask_app/app.py

@@ -1,155 +0,0 @@
-#!/usr/bin/env python
-
-import pandas as pd
-from random import choices, shuffle
-from datetime import datetime
-import csv
-import os
-from flask import Flask, render_template, request, abort
-
-app = Flask(__name__)
-
-@app.route("/")
-def hello_world():
-    return "<p>Hello, Test!</p>"
-
-
-@app.route('/response_quality', methods=['POST'])
-def response_quality():
-    student_name = request.form['studentName']
-    button_value = request.form['buttonValue']
-    course = request.form['course']
-    print(button_value)
-
-    fn = f'../assessments/{course}/{course}.csv'
-
-    if button_value == 'absent':
-        answered = 'F'
-        button_value = ''
-    else:
-        answered = 'T'
-
-    if button_value != 'get_next':
-        write_to_file(student_name, fn,
-                answered=answered,
-                assessment=button_value)
-    student = coldcall_student(course)
-    print(f'Sending {student}')
-    return student
-
-@app.route("/coldcaller/<course>", methods=['POST','GET'])
-def coldcaller(course):
-    public = request.args.get('public')
-    print(public)
-    if request.method == "POST":
-        student = coldcall_student(course)
-        if not student:
-            abort(404)
-    else:
-        student = ''
-    return render_template('cold_caller.html', student=student, public=public)
-
-def coldcall_student(course):
-    if course not in ["com_304","com_411","com_674", "amap"]:
-        return None
-    weight = 2
-    students = pd.read_csv(f'../assessments/{course}/{course}_students.csv').Name
-    out_fn = f'../assessments/{course}/{course}.csv'
-    caller = Caller(out_fn, students, weight)
-    student = caller.get_random_student()
-    return student
-
-@app.route("/shuffler", methods=['POST','GET']) 
-def shuffler():
-    course = request.args.get('course')
-    try:
-        student_list = pd.read_csv(f'../assessments/{course}/{course}_students.csv').Name
-    except FileNotFoundError:
-        abort(404)
-    shuffle(student_list)
-    print(student_list)
-    return render_template('shuffler.html', result=student_list)
-
-@app.route("/make_groups", methods=['POST','GET'])
-def make_groups():
-    course = request.args.get('course')
-    group_size = int(request.args.get('group_size'))
-    print('running')
-    try:
-        student_list = pd.read_csv(f'../assessments/{course}/{course}_students.csv').Name
-    except FileNotFoundError:
-        abort(404)
-    shuffle(student_list)
-    print(student_list)
-    print(range(0,len(student_list)//group_size + 1, group_size))
-    result = []
-    j = 1
-    for i in range(0,len(student_list), group_size):
-        result.append((j, student_list[i:i+group_size]))
-        j += 1
-    return render_template('group_maker.html', result=result)
-
-
-
-class Caller:
-
-    def __init__(self, out_fn, students, weight = 2):
-        self.weight = weight
-        self.fn = out_fn
-        self.students = students
-        self.last_chosen = None
-        self.today = datetime.now().date()
-        self.weights_dict = self.get_weights()
-
-    def get_weights(self):
-        times_called = self.get_times_called()
-        weights_dict = {}
-        for student in self.students:
-            try:
-                curr_tc = times_called[student]
-            except KeyError:
-                curr_tc = 0
-            student_weight = (1/self.weight) ** curr_tc
-            weights_dict[student] = student_weight
-        return weights_dict
-
-
-    def get_times_called(self):
-        try:
-            df = pd.read_csv(self.fn)
-            if len(df) > 0:
-                self.last_chosen = df.name.iloc[-1]
-            df.date = pd.to_datetime(df.date).dt.date
-            times_called = df[(df.answered.isin(['T','TRUE']))|(df.date==self.today)].groupby('name').size()
-            self.absent_today = df.loc[(df.date==self.today) & (df.answered.isin(['F', 'FALSE'])), 'name']
-        except FileNotFoundError or IndexError:
-            times_called = pd.DataFrame()
-            self.absent_today = pd.DataFrame()
-        return times_called
-
-    def update_weight(self, student):
-        self.weights_dict[student] /= self.weight
-
-    def get_random_student(self, can_repeat=False):
-        if not can_repeat:
-            curr_weights = {k:v for k,v in self.weights_dict.items() if k != self.last_chosen}
-        else:
-            curr_weights = self.weights_dict
-        for student in set(self.absent_today):
-            if student != self.last_chosen:
-                del curr_weights[student]
-        rand_student = choices(list(curr_weights.keys()), weights=list(curr_weights.values()), k=1)[0]
-        print(f"Weight of {rand_student}: {curr_weights[rand_student]}")
-        self.update_weight(rand_student)
-        return(rand_student)
-
-def write_to_file(student, fn, answered, assessment):
-    if not os.path.exists(fn):
-        with open(fn, 'w') as f:
-            f.write(','.join(['name', 'date', 'answered', 'assessment']))
-            f.write('\n')
-    with open(fn, 'a') as f:
-        out_csv = csv.writer(f)
-        out_csv.writerow([student,datetime.now().date(),answered,assessment])
-
-

flask_app/static/main.css

@@ -1,25 +0,0 @@
-body {
-  background: Linen;
-  margin-top: 50px;
-  margin-left: 100px;
-	margin-right: 100px;
-	font-family: Georgia, serif;
-  color: DarkSlateGray;
-	font-size: 1.3em;
-  }
-
-p {
-  font-family: Georgia, serif;
-  font-size: 1em;
-  color: DarkSlateGray;
-  }
-
-h1 {
-  font-family: Verdana, Geneva, sans-serif;
-  font-size: 2.5em;
-  color: FireBrick;
-  }
-
-.rand-button {
-	font-size: .8em;
-}

flask_app/static/process_button.js

@@ -1,23 +0,0 @@
-$(document).ready(function() {
-   $('#goodButton, #badButton, #neutralButton, #absentButton, #nextButton').on('click', function() {
-       var studentName = $('#studentName').text();
-       console.log(studentName);
-       var buttonValue = $(this).val();
-       var courseCode = window.location.pathname.split('/').pop();
-       $.ajax({
-           url: '/response_quality',
-           type: 'POST',
-           data: {
-              studentName: studentName,
-              buttonValue: buttonValue,
-              course: courseCode
-           },
-           success: function(response) {
-              $('#studentName').text(response);
-           },
-           error: function(error) {
-              console.log(error);
-           }
-       });
-   });
-});

flask_app/templates/cold_caller.html

@@ -1,41 +0,0 @@
-<!DOCTYPE html>
-<html>
-<head>
-    <title>Random Student Picker</title>
-    <link rel="stylesheet" href='/static/main.css' />
-    <script src="https://code.jquery.com/jquery-3.5.1.min.js"></script>
-  <script src="{{ url_for('static', filename='process_button.js') }}"></script>
-</head>
-<body>
-<h3>
-The next student is:
-</h3>
-
-<h2 id='studentName' name='studentName'>{{student}}</h2>
-
-
-{% if student != '' %}
-
-
-  {% if public is none %}
-<button class='assessment' id="goodButton" value="G">Good</button>
-<button class='assessment' id="badButton" value="B">Bad</button>
-<button class='assessment' id="neutralButton" value="M">Neutral</button>
-<button class='assessment' id="absentButton" value="absent">Absent</button>
-<button class='assessment' id="nextButton" value="get_next">Skip</button>
-
-
-  {% else %}
-<button class='assessment' id="neutralButton" value="?">Next Student</button>
-<button class='assessment' id="absentButton" value="absent">Absent</button>
-  {% endif %}
-
-{% else %}
-<form method="post" id="todo-form">
-        <button class='rand-button' type="submit">Get random student</button>
-
-</form>
-{% endif %}
-
-</body>
-</html>

flask_app/templates/group_maker.html

@@ -1,25 +0,0 @@
-<!DOCTYPE html>
-<html>
-<head>
-    <title>Random Student Picker</title>
-    <link rel="stylesheet" href='/static/main.css' />
-</head>
-<body>
-<h3>
-  Groups:
-</h3>
-
-{% for group in result %}
-<h2>Group {{group[0]}}</h2>
-
-<ul>
-  {% for member in group[1] %}
-  <li> {{member}} </li>
-  {% endfor %}
-</ul>
-
-{% endfor %}
-
-
-</body>
-</html>

flask_app/templates/shuffler.html

@@ -1,19 +0,0 @@
-<!DOCTYPE html>
-<html>
-<head>
-    <title>Shuffled List</title>
-    <link rel="stylesheet" href='/static/main.css' />
-</head>
-<body>
-<h3>
-  Shuffled List:
-</h3>
-
-<ul>
-  {% for member in result %}
-  <li> {{member}} </li>
-  {% endfor %}
-</ul>
-
-</body>
-</html>

flask_app/test.csv

@@ -1,71 +0,0 @@
-name,date,answered,assessment
-owen,2022-01-01,,
-dad,2022-01-01,,
-owen,2022-01-01,,
-owen,2022-01-01,,
-dad,2022-01-01,,
-owen,2022-01-01,,
-dad,2022-01-01,,
-dad,2022-01-01,,
-dad,2022-01-01,,
-owen,2022-01-01,,
-owen,2022-01-01,,
-dad,2022-01-01,,
-dad,2022-01-01,,
-dad,2022-01-01,,
-dad,2022-01-01,,
-owen,2022-01-01,,
-owen,2022-01-01,,
-owen,2022-01-01,,
-owen,2022-01-01,,
-owen,2022-01-01,,
-dad,2022-01-01,,
-dad,2022-01-01,,
-dad,2022-01-01,,
-dad,2022-01-01,,
-owen,2022-01-01,,
-owen,2022-01-01,,
-dad,2022-01-01,,
-owen,2022-01-01,,
-dad,2022-01-01,,
-dad,2022-01-01,,
-owen,2022-01-01,,
-owen,2022-01-01,,
-dad,2022-01-01,,
-dad,2022-01-01,,
-owen,2022-01-01,,
-owen,2022-01-01,,
-dad,2022-01-01,,
-owen,2022-01-01,,
-owen,2022-01-01,,
-dad,2022-01-01,,
-owen,2022-01-01,,
-dad,2022-01-01,,
-owen,2022-01-01,,
-dad,2022-01-01,,
-owen,2022-01-01,,
-owen,2022-01-01,,
-dad,2022-01-01,,
-dad,2022-01-01,,
-dad,2022-01-01,,
-owen,2022-01-01,,
-dad,2022-01-01,,
-dad,2022-01-01,,
-owen,2022-01-01,,
-owen,2022-01-01,,
-dad,2022-01-01,,
-owen,2022-01-01,,
-owen,2022-01-01,,
-dad,2022-01-01,,
-dad,2022-01-01,,
-dad,2022-01-01,,
-dad,2022-01-01,,
-owen,2022-01-01,,
-owen,2022-01-01,,
-owen,2022-01-01,,
-owen,2022-01-01,,
-dad,2022-01-01,,
-dad,2022-01-01,,
-owen,2022-01-01,,
-dad,2022-01-01,,
-dad,2022-01-01,,

update_student_info.sh

@@ -0,0 +1,3 @@
+wget "https://docs.google.com/spreadsheets/d/e/2PACX-1vTBboNsATMKYdQM3WsbcIvloqRlvR9ajSgZWyHN6Bci50wfiPBjibTxaF8XcMgAJycvKNdAfR9LBHbp/pub?gid=1302288840&single=true&output=csv" -O ./data/COM\ 495\ -\ Turning\ Data\ into\ Insights\ and\ Stories/student_information.tsv
+
+wget "https://docs.google.com/spreadsheets/d/e/2PACX-1vSPL6jKD2rXQqac6O0pMb4JRxMAOM-EdPkZw2FuebbJHiZdAl4n5Df5RCyuxoHcwOcW0VbBevnec6b-/pub?gid=1575299441&single=true&output=csv" -O ./data/COM\ 411\ -\ Communication\ and\ Social\ Networks/student_information.tsv