95 lines
4.7 KiB
R
95 lines
4.7 KiB
R
library(tidyverse)
|
|
|
|
c1_bots <-"/mmfs1/gscratch/comdata/users/mjilg/mw-repo-lifecycles/case1/event_0430_framework_commit_counts.csv"
|
|
c1_input_df <- read.csv(c1_bots , header = TRUE)
|
|
|
|
c2_bots <-"/mmfs1/gscratch/comdata/users/mjilg/mw-repo-lifecycles/case2/event_0430_framework_commit_counts.csv"
|
|
c2_input_df <- read.csv(c2_bots , header = TRUE)
|
|
|
|
c3_bots <-"/mmfs1/gscratch/comdata/users/mjilg/mw-repo-lifecycles/case3/event_0430_framework_commit_counts.csv"
|
|
c3_input_df <- read.csv(c3_bots , header = TRUE)
|
|
|
|
# Add a column to each dataframe to label them
|
|
c1_input_df <- c1_input_df %>% mutate(source = "c1")
|
|
c2_input_df <- c2_input_df %>% mutate(source = "c2")
|
|
c3_input_df <- c3_input_df %>% mutate(source = "c3")
|
|
|
|
# Combine the dataframes into one
|
|
combined_df <- bind_rows(c1_input_df, c2_input_df, c3_input_df)
|
|
|
|
combined_df$nonbot_commit_count <- combined_df$commit_count - combined_df$bot_commit_count
|
|
combined_df$unaff_commit_count <- combined_df$nonbot_commit_count - combined_df$wikimedia_commit_count
|
|
|
|
library(scales)
|
|
library(ggplot2)
|
|
|
|
long_df <- combined_df |>
|
|
tidyr::pivot_longer(cols = c(unaff_commit_count, wikimedia_commit_count),
|
|
names_to = "commit_type",
|
|
values_to = "lengthened_commit_count")
|
|
|
|
summed_df <- long_df |>
|
|
group_by(relative_week, project, commit_type) |>
|
|
summarize(total_commits = sum(lengthened_commit_count), .groups = 'drop')
|
|
|
|
combined_df$returning_unaff_commit_count = combined_df$unaff_commit_count - combined_df$unaff_new_commit_count
|
|
|
|
new_authors_long_df <- combined_df |>
|
|
tidyr::pivot_longer(cols = c(unaff_new_commit_count, returning_unaff_commit_count),
|
|
names_to = "commit_seniority",
|
|
values_to = "lengthened_commit_count")
|
|
|
|
|
|
new_unaff_authors <- new_authors_long_df |>
|
|
ggplot(aes(x=relative_week,
|
|
y=lengthened_commit_count,
|
|
fill=commit_seniority)) +
|
|
geom_col(position='dodge') +
|
|
labs(x = "Relative Week", y = "Commits", fill="Contributor Tenure (New contributors <= 5 commits before deployment announcement)") +
|
|
geom_vline(data = long_df |> filter(source == "c1"),
|
|
aes(xintercept = -29),
|
|
linetype = "dotted", color = "black", linewidth = 1) +
|
|
geom_vline(data = long_df |> filter(source == "c1"),
|
|
aes(xintercept = -9),
|
|
linetype = "dotted", color = "black", linewidth = 1) +
|
|
geom_vline(data = long_df |> filter(source == "c2"),
|
|
aes(xintercept = -99),
|
|
linetype = "dotted", color = "black", linewidth = 1) +
|
|
geom_vline(data = long_df |> filter(source == "c3"),
|
|
aes(xintercept = -97),
|
|
linetype = "dotted", color = "black", linewidth = 1) +
|
|
geom_text(data = data.frame(source = "c1", relative_week = -40, lengthened_commit_count = 90),
|
|
aes(x = relative_week, y = lengthened_commit_count, label = "Opt-In Testing Deployment"),
|
|
inherit.aes = FALSE, color = "black", size = 4) +
|
|
geom_vline(xintercept = 0, linetype = "dashed", color = "black", linewidth = 1) + # Add vertical line at week 0
|
|
geom_text(data = data.frame(source = "c1", relative_week = 7, lengthened_commit_count = 90),
|
|
aes(x = relative_week, y = lengthened_commit_count, label = "Wide Deployment"),
|
|
inherit.aes = FALSE, color = "black", size = 4) +
|
|
scale_fill_manual(values = c("returning_unaff_commit_count" = "#FFC107", # Color for "Returning Contributors"
|
|
"unaff_new_commit_count" = "#004D40"),
|
|
labels = c("returning_unaff_commit_count" = "Returning",
|
|
"unaff_new_commit_count" = "New")
|
|
) +
|
|
ggtitle("Unaffiliated Commits to Bot Framework Libraries During Feature Deployments") +
|
|
theme_bw() +
|
|
theme(
|
|
legend.position = "top",
|
|
plot.title = element_text(size = 18, face = "bold"), # Increase title font size
|
|
axis.title.x = element_text(size = 16), # Increase x-axis title font size
|
|
axis.title.y = element_text(size = 16), # Increase y-axis title font size
|
|
axis.text.x = element_text(size = 16), # Increase x-axis text font size
|
|
axis.text.y = element_text(size = 16), # Increase y-axis text font size
|
|
legend.text = element_text(size = 16), # Increase legend text font size
|
|
legend.title = element_text(size = 16),
|
|
strip.text = element_text(size = 14)# Increase legend title font size
|
|
) +
|
|
facet_wrap(~source, nrow = 3, labeller = labeller(source = c(
|
|
"c1" = "VisualEditor",
|
|
"c2" = "HTTPS-as-default",
|
|
"c3" = "HTTP-deprecation"
|
|
)))
|
|
|
|
new_unaff_authors
|
|
|
|
ggsave(filename = "ww-0501-bot-commits-faceted.png", plot = new_unaff_authors, width = 15, height = 9, dpi = 800)
|