technology.paho
About this document
This document is a R notebook, dynamically created from the numbers extracted on the project. It lists all datasets published for the project, providing basic numbers, figures and a quick summary, and serves as a test case to make sure that all the required data is present and roughly consistent with requirements. All plots and tables are computed from the actual data as provided in the downloads.
To re-execute the document, simply start a R session, load rmarkdown
and render
the page with the project ID as a parameter:
require('rmarkdown')
render("datasets_report.Rmarkdown", params = list(project_id = "technology.paho"), output_format="html_document")
This website uses the blogdown R package, which provides a different output_format for the hugo framework.
This report was generated on 2021-04-25
.
Downloads
All data is retrieved from Alambic, an open-source framework for development data extraction and processing.
This project’s analysis page can be found on the Alambic instance for the Eclipse forge, at https://eclipse.alambic.io/projects/technology.paho.
Downloads are composed of gzip’d CSV and JSON files. CSV files always have a header to name the fields, which makes it easy to import in analysis software like R:
data <- read.csv(file='myfile.csv', header=T)
names(data)
List of datasets generated for the project:
- Git
- Git Commits (CSV) – Full list of commits with id, message, time, author, committer, and added, deleted and modifed lines.
- Git Commits Evol (CSV) – Evolution of number of commits and authors by day.
- Git Log (TXT) – the raw export of git log.
- Bugzilla
- Bugzilla issues (CSV) – list of all issues.
- Bugzilla open issues (CSV) – list of issues in an open state.
- Bugzilla evolution (CSV) – weekly time series of issues created.
- Bugzilla components (CSV) – list of components declared for the project.
- Bugzilla versions (CSV) – list of versions declared for the project.
- Eclipse Forums
- Forums Posts (CSV) – list of all forum posts for this project.
- Forums threads (CSV) – list of all forum threads for this project.
- Jenkins CI
- Jenkins CI Builds (CSV) – list of all builds on the Jenkins CI instance.
- Jenkins CI Jobs (CSV) – list of all jobs on the Jenkins CI instance.
- Eclipse PMI
- PMI Checks (CSV) – list of all checks applied to the Project Management Infrastructure entries for the project.
Git
Git commits
Download: git_commits_evol.csv.gz
data <- read.csv(file=file_git_commits_evol, header=T)
File is git_commits_evol.csv
, and has 3
columns for 432
entries.
data$commits_sum <- cumsum(data$commits)
data.xts <- xts(x = data[,c('commits_sum', 'commits', 'authors')], order.by=as.POSIXct(as.character(data[,c('date')]), format="%Y-%m-%d"))
time.min <- index(data.xts[1,])
time.max <- index(data.xts[nrow(data.xts)])
all.dates <- seq(time.min, time.max, by="days")
empty <- xts(order.by = all.dates)
merged.data <- merge(empty, data.xts, all=T)
merged.data[is.na(merged.data) == T] <- 0
p <-dygraph(merged.data[,c('commits')],
main = paste('Daily commits for ', project_id, sep=''),
width = 800, height = 250 ) %>%
dyRangeSelector()
p
Git log
Download: git_log.txt.gz
File is git_log.txt
, and full log has 6972
lines.
Bugzilla
Bugzilla issues
Download: bugzilla_issues.csv.gz
data <- read.csv(file=file_bz_issues, header=T)
File is bugzilla_issues.csv
, and has 17
columns for 124
issues.
Bugzilla open issues
Download: bugzilla_issues_open.csv.gz
data <- read.csv(file=file_bz_issues_open, header=T)
File is bugzilla_issues_open.csv
, and has 17
columns for 45
issues (all open).
Bugzilla evolution
Download: bugzilla_evol.csv.gz
data <- read.csv(file=file_bz_evol, header=T)
File is bugzilla_evol.csv
, and has 3
columns for 103
weeks.
Let’s try to plot the monthly number of submissions for the project:
Versions
Download: bugzilla_versions.csv.gz
data <- read.csv(file=file_bz_versions, header=T)
File is bugzilla_versions.csv
, and has 2
columns for 7
weeks.
Components
Download: bugzilla_components.csv.gz
data <- read.csv(file=file_bz_components, header=T)
File is bugzilla_components.csv
, and has 2
columns for 8
weeks.
data.sorted <- data[order(data$Bugs, decreasing = T),]
g <- gvisColumnChart(data.sorted, options=list(title='List of product components', legend="{position: 'none'}", width="automatic", height="300px"))
plot(g)
Eclipse Forums
Forums posts
Download: eclipse_forums_posts.csv.gz
data <- read.csv(file=file_forums_posts, header=T)
File is eclipse_forums_posts.csv
, and has 6
columns for 658
posts. The evolution of posts
data$created.date <- as.POSIXct(data$created_date, origin="1970-01-01")
posts.xts <- xts(data, order.by = data$created.date)
time.min <- index(posts.xts[1,])
time.max <- index(posts.xts[nrow(posts.xts)])
all.dates <- seq(time.min, time.max, by="weeks")
empty <- xts(order.by = all.dates)
merged.data <- merge(empty, posts.xts$id, all=T)
merged.data[is.na(merged.data) == T] <- 0
posts.weekly <- apply.weekly(x=merged.data, FUN = nrow)
names(posts.weekly) <- c("posts")
p <- dygraph(
data = posts.weekly[-1,],
main = paste('Weekly forum posts for ', project_id, sep=''),
width = 800, height = 250 ) %>%
dyAxis("x", drawGrid = FALSE) %>%
dySeries("posts", label = "Weekly posts") %>%
dyOptions(stepPlot = TRUE) %>%
dyRangeSelector()
p
The list of the 10 last active posts on the forums:
data$created.date <- as.POSIXct(data$created_date, origin="1970-01-01")
posts.table <- head(data[,c('id', 'subject', 'created.date', 'author_id')], 10)
posts.table$subject <- paste('<a href="', posts.table$html_url, '">', posts.table$subject, '</a>', sep='')
posts.table$created.date <- as.character(posts.table$created.date)
names(posts.table) <- c('ID', 'Subject', 'Post date', 'Post author')
print(
xtable(head(posts.table, 10),
caption = paste('10 most recent posts on', project_id, 'forum.', sep=" "),
digits=0, align="lllll"), type="html",
html.table.attributes='class="table table-striped"',
caption.placement='bottom',
include.rownames=FALSE,
sanitize.text.function=function(x) { x }
)
ID | Subject | Post date | Post author |
---|---|---|---|
1840586 | Problem connecting mqtt for smart watch | 2021-04-19 22:15:37 | 232014 |
1840538 | Re: Testing MQTT for dot net sample from two windows computer | 2021-04-18 09:17:21 | 231999 |
1840537 | Re: Testing MQTT for dot net sample from two windows computer | 2021-04-18 09:17:04 | 231999 |
1840536 | Re: Testing MQTT for dot net sample from two windows computer | 2021-04-18 08:50:57 | 132006 |
1840517 | Testing MQTT for dot net sample from two windows computer | 2021-04-17 09:16:47 | 231999 |
1840122 | Java paho tls\_set equivalent like in python | 2021-04-07 07:08:29 | 231908 |
1839525 | Paho in 4DIAC FORTE on Raspberry Pi 4B - won’t initialise | 2021-03-23 11:16:14 | 214320 |
1839085 | Re: control publish rate of generated persistent messages | 2021-03-12 16:41:53 | 231153 |
1839026 | Re: control publish rate of generated persistent messages | 2021-03-11 13:56:07 | 231666 |
1838912 | Re: control publish rate of generated persistent messages | 2021-03-09 07:43:35 | 231639 |
Forums threads
Download: eclipse_forums_threads.csv.gz
data <- read.csv(file=file_forums_threads, header=T)
File is eclipse_forums_threads.csv
, and has 8
columns for 282
threads. A wordcloud with the main words used in threads is presented below.
The list of the 10 last active threads on the forums:
data$last.post.date <- as.POSIXct(data$last_post_date, origin="1970-01-01")
threads.table <- head(data[,c('id', 'subject', 'last.post.date', 'last_post_id', 'replies', 'views')], 10)
threads.table$subject <- paste('<a href="', threads.table$html_url, '">', threads.table$subject, '</a>', sep='')
threads.table$last.post.date <- as.character(threads.table$last.post.date)
names(threads.table) <- c('ID', 'Subject', 'Last post date', 'Last post author', 'Replies', 'Views')
print(
xtable(threads.table,
caption = paste('10 last active threads on', project_id, 'forum.', sep=" "),
digits=0, align="lllllll"), type="html",
html.table.attributes='class="table table-striped"',
caption.placement='bottom',
include.rownames=FALSE,
sanitize.text.function=function(x) { x }
)
ID | Subject | Last post date | Last post author | Replies | Views |
---|---|---|---|---|---|
1107727 | Problem connecting mqtt for smart watch | 2021-04-19 22:15:37 | 1840586 | 0 | 845 |
1107706 | Testing MQTT for dot net sample from two windows computer | 2021-04-18 09:17:21 | 1840538 | 3 | 276 |
1107584 | Java paho tls\_set equivalent like in python | 2021-04-07 07:08:29 | 1840122 | 0 | 1065 |
1107419 | Paho in 4DIAC FORTE on Raspberry Pi 4B - won’t initialise | 2021-03-23 11:16:14 | 1839525 | 0 | 1254 |
1107139 | Publish On Azure | 2021-03-02 17:01:24 | 1838630 | 0 | 1301 |
1106961 | control publish rate of generated persistent messages | 2021-03-12 16:41:53 | 1839085 | 3 | 3934 |
1106955 | TLS 1.3 support with C client | 2021-02-13 00:03:40 | 1838012 | 0 | 3730 |
1106858 | Paho Java Client disoconnects and reconnects constantly | 2021-02-04 18:30:42 | 1837723 | 0 | 9717 |
1106620 | How to publish N messages per second from paho c publisher | 2021-01-16 10:14:47 | 1836869 | 0 | 2578 |
1106590 | MqttAsyncClient connect () infinite loop | 2021-01-13 13:14:22 | 1836764 | 0 | 1135 |
Jenkins
Builds
Download: jenkins_builds.csv.gz
data <- read.csv(file=file_jenkins_builds, header=T)
File is jenkins_builds.csv
, and has 7
columns for 116
commits.
ID | Name | Time | Result |
---|---|---|---|
2016-10-10\_10-19-27 | AndroidNightlyFixTest \#16 | 1.476109e+12 | SUCCESS |
2016-10-10\_10-17-41 | AndroidNightlyFixTest \#15 | 1.476109e+12 | FAILURE |
2016-10-10\_10-16-29 | AndroidNightlyFixTest \#14 | 1.476109e+12 | FAILURE |
2016-10-10\_10-15-11 | AndroidNightlyFixTest \#13 | 1.476109e+12 | ABORTED |
2016-10-10\_10-03-19 | AndroidNightlyFixTest \#12 | 1.476108e+12 | FAILURE |
12 | paho-1.2-build \#12 | 1.543503e+12 | FAILURE |
11 | paho-1.2-build \#11 | 1.543503e+12 | FAILURE |
10 | paho-1.2-build \#10 | 1.543502e+12 | FAILURE |
9 | paho-1.2-build \#9 | 1.543502e+12 | FAILURE |
8 | paho-1.2-build \#8 | 1.543502e+12 | FAILURE |
Jobs
Download: jenkins_jobs.csv.gz
data <- read.csv(file=file_jenkins_jobs, header=T)
File is jenkins_jobs.csv
, and has 15
columns for 21
commits.
Name | Colour | Last build time | Health report |
---|---|---|---|
AndroidNightlyFixTest | blue | 1.476109e+12 | 25 |
paho-1.2-build | red | 1.543503e+12 | 0 |
paho-c-develop | blue | 1.500286e+12 | 75 |
paho-c-master | red | 1.522937e+12 | 80 |
paho-golang-develop | red | 1.417710e+12 | 0 |
paho-java-build-verify | red | 1.594677e+12 | 0 |
paho-java-dev-nightly | red | 1.607663e+12 | 60 |
paho-java-dev-test | red | 1.607663e+12 | 0 |
paho-java-experimental | blue | 1.594680e+12 | 100 |
paho-java-master-nightly | aborted | 1.618892e+12 | 35 |
PMI
PMI Checks
Download: eclipse_pmi_checks.csv.gz
data <- read.csv(file=file_pmi_checks, header=T)
File is eclipse_pmi_checks.csv
, and has 3
columns for 17
commits.
checks.table <- head(data[,c('Description', 'Value', 'Results')], 10)
print(
xtable(checks.table,
caption = paste('Extract of the 10 first PMI checks for ',
project_id, '.', sep=" "),
digits=0, align="llll"), type="html",
html.table.attributes='class="table table-striped"',
caption.placement='bottom',
include.rownames=FALSE,
sanitize.text.function=function(x) { x }
)
Description | Value | Results |
---|---|---|
Checks if the URL can be fetched using a simple get query. | https://bugs.eclipse.org/bugs/enter\_bug.cgi?product=Paho | OK: Create URL could be successfully fetched. |
Checks if the URL can be fetched using a simple get query. | https://bugs.eclipse.org/bugs/buglist.cgi?product=Paho | OK: Query URL could be successfully fetched. |
Sends a get request to the given CI URL and looks at the headers in the response (200 404..). Also checks if the URL is really a Hudson instance (through a call to its API). | Failed: could not get CI URL \[\]. | |
Checks if the Dev ML URL can be fetched using a simple get query. | https://dev.eclipse.org/mailman/listinfo/paho-dev | OK: Dev ML URL could be successfully fetched. |
Checks if the URL can be fetched using a simple get query. | Failed: no URL defined for documentation\_url. | |
Checks if the URL can be fetched using a simple get query. | https://www.eclipse.org/paho/downloads.php | OK: Download URL could be successfully fetched. |
Checks if the Forums URL can be fetched using a simple get query. | http://eclipse.org/forums/eclipse.paho | OK. Forum \[Paho discussion forum\] correctly defined.\\OK: Forum \[Paho discussion forum\] URL could be successfully fetched. |
Checks if the URL can be fetched using a simple get query. | http://wiki.eclipse.org/Paho\#Quick\_Start\_Guides | OK: Documentation URL could be successfully fetched. |
Checks if the Mailing lists URL can be fetched using a simple get query. | Failed: no mailing list defined. | |
Checks if the URL can be fetched using a simple get query. | Failed: no URL defined for plan. |