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-In this plot we can see that he let off the throttle starting about 180 m before any other lap, and had to put some throttle back on before the normal braking point. This doesn't line up with someone suffering from ERS deployment, but instead an intentional effort to drive the car differently then in the previous laps. +In this plot we can see that he let off the throttle about 180 m before any other lap, and had to put some throttle back on before the normal braking point. This doesn't line up with someone suffering from ERS deployment, but instead an intentional effort to drive the car differently then in the previous laps. Similarly, we can look at braking (on/off), selected gear, and speed traces to see all the differences: diff --git a/vignettes/alonso-penalty-2024.Rmd.orig b/vignettes/alonso-penalty-2024.Rmd.orig index addb495..f95984e 100644 --- a/vignettes/alonso-penalty-2024.Rmd.orig +++ b/vignettes/alonso-penalty-2024.Rmd.orig @@ -70,7 +70,7 @@ ggplot2::ggplot(alo_telem, ggplot2::aes(x = distance, y = throttle, color = lap) ggplot2::xlim(c(1500, 2000)) ``` -In this plot we can see that he let off the throttle starting about 180 m before any other lap, and had to put some throttle back on before the normal braking point. This doesn't line up with someone suffering from ERS deployment, but instead an intentional effort to drive the car differently then in the previous laps. +In this plot we can see that he let off the throttle about 180 m before any other lap, and had to put some throttle back on before the normal braking point. This doesn't line up with someone suffering from ERS deployment, but instead an intentional effort to drive the car differently then in the previous laps. Similarly, we can look at braking (on/off), selected gear, and speed traces to see all the differences: From 574722e5666bd5232c5906c0adfde7484fab3474 Mon Sep 17 00:00:00 2001 From: Philip Bulsink Date: Tue, 9 Apr 2024 20:39:01 -0400 Subject: [PATCH 02/10] Add a ergast skip helper function @SCasanova Do we want to skip all Ergast tests on CRAN checks? if so we'll uncomment line 37. --- tests/testthat/setup.R | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) diff --git a/tests/testthat/setup.R b/tests/testthat/setup.R index 2ad7f94..ee7445e 100644 --- a/tests/testthat/setup.R +++ b/tests/testthat/setup.R @@ -1,13 +1,18 @@ require(httptest2, quietly = TRUE) + # helper function to skip tests if we don't have the fastf1 module skip_if_no_ff1 <- function() { + if (!require("reticulate", quietly = TRUE)){ + testthat::skip("Reticulate unavailable for testing") + } have_ff1 <- "fastf1" %in% reticulate::py_list_packages()$package if (!have_ff1) { testthat::skip("fastf1 not available for testing") } } + # helper function to skip tests if we don't have ggplot2 skip_if_no_ggplot2 <- function() { if (!require("ggplot2", quietly = TRUE)) { @@ -15,8 +20,21 @@ skip_if_no_ggplot2 <- function() { } } + +# helper function to skip if python isn't available by reticulate skip_if_no_py <- function() { + if (!require("reticulate", quietly = TRUE)){ + testthat::skip("Reticulate unavailable for testing") + } if (!reticulate::py_available(initialize = TRUE)) { testthat::skip("Python not available for testing") } } + + +# helper function to skip if ergast isn't working +skip_if_no_ergast <- function() { + # testthat::skip_if_offline("ergast.com") # This will also skip on CRAN + if(is.null(get_ergast_content("current/circuits.json?limit=40"))) + testthat::skip("No ergast connection available for testing") +} From 18764480fe4fa1d6d19c0a08c4728d8177e88121 Mon Sep 17 00:00:00 2001 From: Philip Bulsink Date: Tue, 9 Apr 2024 20:39:33 -0400 Subject: [PATCH 03/10] Demo on how to skip explicit ergast failure and also use skip_if_no_ergast() --- tests/testthat/test-load_circuits.R | 12 ++++++++---- 1 file changed, 8 insertions(+), 4 deletions(-) diff --git a/tests/testthat/test-load_circuits.R b/tests/testthat/test-load_circuits.R index a7bfb86..e8c9479 100644 --- a/tests/testthat/test-load_circuits.R +++ b/tests/testthat/test-load_circuits.R @@ -7,11 +7,15 @@ test_that("load_ciruits works", { dir.create(file.path(tempdir(), "tst_load_circuits"), recursive = TRUE) withr::local_options(f1dataR.cache = file.path(tempdir(), "tst_load_circuits")) - ciruits_2021 <- load_circuits(2021) + skip_if_no_ergast() - expect_equal(nrow(ciruits_2021), 21) - expect_equal(ciruits_2021$circuit_id[3], "baku") - expect_equal(ciruits_2021$locality[1], "Austin") + circuits_2021 <- load_circuits(2021) + + skip_if(is.null(circuits_2021)) + + expect_equal(nrow(circuits_2021), 21) + expect_equal(circuits_2021$circuit_id[3], "baku") + expect_equal(circuits_2021$locality[1], "Austin") expect_error(load_circuits(3050), "`season` must be between 1950 and *") }) From 5def72d081b647bf544d7eabce2ad5fe14d17c1c Mon Sep 17 00:00:00 2001 From: pbulsink Date: Wed, 10 Apr 2024 00:43:25 +0000 Subject: [PATCH 04/10] Style & Document code --- tests/testthat/setup.R | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/tests/testthat/setup.R b/tests/testthat/setup.R index ee7445e..b9b356e 100644 --- a/tests/testthat/setup.R +++ b/tests/testthat/setup.R @@ -3,7 +3,7 @@ require(httptest2, quietly = TRUE) # helper function to skip tests if we don't have the fastf1 module skip_if_no_ff1 <- function() { - if (!require("reticulate", quietly = TRUE)){ + if (!require("reticulate", quietly = TRUE)) { testthat::skip("Reticulate unavailable for testing") } have_ff1 <- "fastf1" %in% reticulate::py_list_packages()$package @@ -23,7 +23,7 @@ skip_if_no_ggplot2 <- function() { # helper function to skip if python isn't available by reticulate skip_if_no_py <- function() { - if (!require("reticulate", quietly = TRUE)){ + if (!require("reticulate", quietly = TRUE)) { testthat::skip("Reticulate unavailable for testing") } if (!reticulate::py_available(initialize = TRUE)) { @@ -35,6 +35,7 @@ skip_if_no_py <- function() { # helper function to skip if ergast isn't working skip_if_no_ergast <- function() { # testthat::skip_if_offline("ergast.com") # This will also skip on CRAN - if(is.null(get_ergast_content("current/circuits.json?limit=40"))) + if (is.null(get_ergast_content("current/circuits.json?limit=40"))) { testthat::skip("No ergast connection available for testing") + } } From 3a18f6a76088466d73a800010ec17abb23167cf3 Mon Sep 17 00:00:00 2001 From: Philip Bulsink Date: Fri, 12 Apr 2024 09:43:06 -0400 Subject: [PATCH 05/10] Added `skip_if_no_ergast` to remaining tests --- tests/testthat/test-load_constructors.R | 4 ++++ tests/testthat/test-load_drivers.R | 4 ++++ tests/testthat/test-load_laps.R | 4 ++++ tests/testthat/test-load_pitstops.R | 4 ++++ tests/testthat/test-load_quali.R | 4 ++++ tests/testthat/test-load_results.R | 4 ++++ tests/testthat/test-load_schedule.R | 4 ++++ tests/testthat/test-load_sprint.R | 4 ++++ tests/testthat/test-load_standings.R | 4 ++++ 9 files changed, 36 insertions(+) diff --git a/tests/testthat/test-load_constructors.R b/tests/testthat/test-load_constructors.R index 7d26798..c2839e8 100644 --- a/tests/testthat/test-load_constructors.R +++ b/tests/testthat/test-load_constructors.R @@ -7,8 +7,12 @@ test_that("load_constructors works", { dir.create(file.path(tempdir(), "tst_load_constructors"), recursive = TRUE) withr::local_options(f1dataR.cache = file.path(tempdir(), "tst_load_constructors")) + skip_if_no_ergast() + constructors <- load_constructors() + skip_if(is.null(constructors)) + expect_equal(ncol(constructors), 3) expect_equal(constructors[1, ]$constructor_id, "adams") }) diff --git a/tests/testthat/test-load_drivers.R b/tests/testthat/test-load_drivers.R index b87cc48..093a100 100644 --- a/tests/testthat/test-load_drivers.R +++ b/tests/testthat/test-load_drivers.R @@ -6,8 +6,12 @@ test_that("Drivers Load works", { dir.create(file.path(getwd(), "tst_load_drivers"), recursive = TRUE) withr::local_options(f1dataR.cache = file.path(getwd(), "tst_load_drivers")) + skip_if_no_ergast() + drivers_2021 <- load_drivers(2021) + skip_if(is.null(drivers_2021)) + expect_equal(nrow(drivers_2021), 21) expect_equal(drivers_2021$driver_id[2], "bottas") expect_equal(drivers_2021$code[1], "ALO") diff --git a/tests/testthat/test-load_laps.R b/tests/testthat/test-load_laps.R index b5b38c3..2f8ea3b 100644 --- a/tests/testthat/test-load_laps.R +++ b/tests/testthat/test-load_laps.R @@ -7,8 +7,12 @@ test_that("load_laps works", { dir.create(file.path(tempdir(), "tst_load_laps"), recursive = TRUE) withr::local_options(f1dataR.cache = file.path(tempdir(), "tst_load_laps")) + skip_if_no_ergast() + laps_2021_1 <- load_laps(2021, 1) + skip_if(is.null(laps_2021_1)) + expect_equal(nrow(laps_2021_1), 1026) expect_equal(laps_2021_1$driver_id[3], "leclerc") expect_equal(laps_2021_1$position[1], "1") diff --git a/tests/testthat/test-load_pitstops.R b/tests/testthat/test-load_pitstops.R index cd57e9a..91f1449 100644 --- a/tests/testthat/test-load_pitstops.R +++ b/tests/testthat/test-load_pitstops.R @@ -7,8 +7,12 @@ test_that("load_pitstops works", { dir.create(file.path(tempdir(), "tst_load_pitstops"), recursive = TRUE) withr::local_options(f1dataR.cache = file.path(tempdir(), "tst_load_pitstops")) + skip_if_no_ergast() + pitstop_2021_1 <- load_pitstops(2021, 1) + skip_if(is.null(pitstop_2021_1)) + expect_equal(nrow(pitstop_2021_1), 40) expect_equal(pitstop_2021_1$driver_id[1], "perez") expect_equal(pitstop_2021_1$stop[2], "1") diff --git a/tests/testthat/test-load_quali.R b/tests/testthat/test-load_quali.R index 9b07f9c..68ee5f3 100644 --- a/tests/testthat/test-load_quali.R +++ b/tests/testthat/test-load_quali.R @@ -7,8 +7,12 @@ test_that("load_quali works", { dir.create(file.path(tempdir(), "tst_load_quali"), recursive = TRUE) withr::local_options(f1dataR.cache = file.path(tempdir(), "tst_load_quali")) + skip_if_no_ergast() + quali_2021_1 <- load_quali(2021, 1) + skip_if(is.null(quali_2021_1)) + expect_equal(nrow(quali_2021_1), 20) expect_equal(quali_2021_1$driver_id[2], "hamilton") expect_equal(quali_2021_1$position[1], "1") diff --git a/tests/testthat/test-load_results.R b/tests/testthat/test-load_results.R index ce6f0cd..21c9d28 100644 --- a/tests/testthat/test-load_results.R +++ b/tests/testthat/test-load_results.R @@ -7,8 +7,12 @@ test_that("load_results works", { dir.create(file.path(tempdir(), "tst_load_results"), recursive = TRUE) withr::local_options(f1dataR.cache = file.path(tempdir(), "tst_load_results")) + skip_if_no_ergast() + results_2021_1 <- load_results(2021, 1) + skip_if(is.null(results_2021_1)) + expect_equal(nrow(results_2021_1), 20) expect_equal(results_2021_1$driver_id[4], "norris") expect_equal(results_2021_1$position[1], "1") diff --git a/tests/testthat/test-load_schedule.R b/tests/testthat/test-load_schedule.R index 819a9f0..67bc58f 100644 --- a/tests/testthat/test-load_schedule.R +++ b/tests/testthat/test-load_schedule.R @@ -7,8 +7,12 @@ test_that("load_schedule works", { dir.create(file.path(tempdir(), "tst_load_schedule"), recursive = TRUE) withr::local_options(f1dataR.cache = file.path(tempdir(), "tst_load_schedule")) + skip_if_no_ergast() + schedule_2021 <- load_schedule(2021) + skip_if(is.null(schedule_2021)) + expect_equal(nrow(schedule_2021), 22) expect_equal(schedule_2021$season[1], "2021") expect_equal(schedule_2021$race_name[2], "Emilia Romagna Grand Prix") diff --git a/tests/testthat/test-load_sprint.R b/tests/testthat/test-load_sprint.R index 2fb531a..4b3ba8d 100644 --- a/tests/testthat/test-load_sprint.R +++ b/tests/testthat/test-load_sprint.R @@ -6,9 +6,13 @@ test_that("load_sprint works", { dir.create(file.path(tempdir(), "tst_load_sprint"), recursive = TRUE) withr::local_options(f1dataR.cache = file.path(tempdir(), "tst_load_sprint")) + skip_if_no_ergast() + # A sprint exists for season = 2021, round = 10 sprint_2021_10 <- load_sprint(2021, 10) + skip_if(is.null(sprint_2021_10)) + expect_equal(nrow(sprint_2021_10), 20) expect_equal(sprint_2021_10$driver_id[3], "bottas") expect_equal(sprint_2021_10$position[1], "1") diff --git a/tests/testthat/test-load_standings.R b/tests/testthat/test-load_standings.R index d5e86bc..42515f8 100644 --- a/tests/testthat/test-load_standings.R +++ b/tests/testthat/test-load_standings.R @@ -6,8 +6,12 @@ test_that("load_standings works", { dir.create(file.path(tempdir(), "tst_load_standings"), recursive = TRUE) withr::local_options(f1dataR.cache = file.path(tempdir(), "tst_load_standings")) + skip_if_no_ergast() + standings_2021 <- load_standings(2021) + skip_if(is.null(standings_2021)) + expect_equal(nrow(standings_2021), 21) standings_2021_constructor <- load_standings(2021, type = "constructor") From d85bbd9090ae3d1bcf955d901b5d26ab59c6a72a Mon Sep 17 00:00:00 2001 From: Philip Bulsink Date: Fri, 12 Apr 2024 09:43:30 -0400 Subject: [PATCH 06/10] Activated `skip_if_offline()` This skips ergast tests on CRAN! --- tests/testthat/setup.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/testthat/setup.R b/tests/testthat/setup.R index b9b356e..459a4f0 100644 --- a/tests/testthat/setup.R +++ b/tests/testthat/setup.R @@ -34,7 +34,7 @@ skip_if_no_py <- function() { # helper function to skip if ergast isn't working skip_if_no_ergast <- function() { - # testthat::skip_if_offline("ergast.com") # This will also skip on CRAN + testthat::skip_if_offline("ergast.com") # This will also skip on CRAN if (is.null(get_ergast_content("current/circuits.json?limit=40"))) { testthat::skip("No ergast connection available for testing") } From 2891c987c41f61ce1da9ebe9b0ceed3efe422fae Mon Sep 17 00:00:00 2001 From: Philip Bulsink Date: Fri, 12 Apr 2024 09:43:35 -0400 Subject: [PATCH 07/10] Update NEWS.md --- NEWS.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/NEWS.md b/NEWS.md index 843d547..9b44677 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,5 +1,7 @@ # f1dataR (development version) +* Modified testing to satisfy CRAN requirements. + # f1dataR 1.5.1 * Added (very soft) deprecation warning to Ergast functions in advance of the Ergast API being defunct in less than 12 months. From 16b15318fea3d213d6852fde9e837e93eb0bed03 Mon Sep 17 00:00:00 2001 From: Philip Bulsink Date: Fri, 12 Apr 2024 09:46:04 -0400 Subject: [PATCH 08/10] Further update to news, cran-comments --- NEWS.md | 1 + cran-comments.md | 9 ++------- 2 files changed, 3 insertions(+), 7 deletions(-) diff --git a/NEWS.md b/NEWS.md index 9b44677..8cd7b2e 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,6 +1,7 @@ # f1dataR (development version) * Modified testing to satisfy CRAN requirements. +* Added vignette looking at telemetry plots through Alonso's 2024 Australia penalty. # f1dataR 1.5.1 diff --git a/cran-comments.md b/cran-comments.md index fb5f527..1496795 100644 --- a/cran-comments.md +++ b/cran-comments.md @@ -2,11 +2,6 @@ This is a bugfix requested by CRAN after some failures of automated testing due to internet resource unavailability. -The package has been updated to fail gracefully if the web resource is unavailable (previous action was a warning or error, case dependent). Further, flexibility on incomplete responses from the web API have been drastically improved. - -This version update was requested by 17 March, should there be any issues with this submission please extend this deadline. - -Reduced image quality to comply with 5MB tarball limit - -## R CMD check results +Our previous resubmission for the same issue corrected failure errors to graceful warnings but some testing failures snuck through. This is a testing update to match. +This update also includes a new vignette. From 804344fc0b82f7449abd2c2221c5617a1a0fff99 Mon Sep 17 00:00:00 2001 From: Philip Bulsink Date: Fri, 12 Apr 2024 10:00:20 -0400 Subject: [PATCH 09/10] Minor wording revisions to the Alonso vignette. --- vignettes/alonso-penalty-2024.Rmd | 14 ++++++++------ vignettes/alonso-penalty-2024.Rmd.orig | 16 ++++++++++------ 2 files changed, 18 insertions(+), 12 deletions(-) diff --git a/vignettes/alonso-penalty-2024.Rmd b/vignettes/alonso-penalty-2024.Rmd index eb59fd7..ffc5dbe 100644 --- a/vignettes/alonso-penalty-2024.Rmd +++ b/vignettes/alonso-penalty-2024.Rmd @@ -9,7 +9,7 @@ vignette: > -In the closing laps of the 2024 Australian Grand Prix, the lone remaining Mercedes of George Russell was in a showdown with Aston Martin's Fernando Alonso. On the penultimate lap, Russell crashed out at turn 6-7, coming to a stop at an awkward angle skew across the track. Following the race, both drivers were called to the Stewards, who discussed the incident with both drivers and reviewed data and video. They handed Alonso a 20 second penalty for causing the crash, despite there not having been any contact between the two drivers. A large portion of the decision rested on the telemetry from the drivers' cars. While the Stewards, FIA and Teams have much more detailed data than we do, we can repeat their analysis using R, `f1dataR` and the Python FastF1 package. +In the closing laps of the 2024 Australian Grand Prix, the lone remaining Mercedes of George Russell was in a showdown with Aston Martin's Fernando Alonso. On the penultimate lap, Russell crashed out at turn 6-7, coming to a stop at an awkward angle and askew across the track. Following the race, both drivers were called to the Stewards, who discussed the incident with both drivers and reviewed data and video. They handed Alonso a 20 second penalty for causing the crash, despite there not having been any contact between the two drivers. A large portion of the decision rested on the telemetry from the drivers' cars. While the Stewards, FIA and teams have much more detailed data than we do, we can repeat their analysis using R, `f1dataR` and the Python FastF1 package. # Accessing the Data We'll start by loading the `f1dataR` package, and preparing the Python virtual environment (including installing FastF1). This happens automatically with a call to `setup_fastf1()`, [see the setup_fastf1 vignette](setup_fastf1.Rmd) for more information. @@ -20,15 +20,17 @@ library(f1dataR) setup_fastf1() ``` -Since the crash occurred on lap 57, we'll download telemetry for Alonso for the five previous laps to compare what Alonso did on the fateful lap compared to those before. We'll also load Russell's telemetry from lap 57 to see how he reacts before the crash. Note we use some `dplyr` for data manipulation. +Since the crash occurred on lap 57, we'll download telemetry for Alonso for the five previous laps to compare what Alonso did on the fateful lap compared to those before. We'll also load Russell's telemetry from those same laps to see how he reacts before the crash. Note we use some `dplyr` for data manipulation. ```r alo_telem <- dplyr::bind_rows(lapply(c(52:57), function(l) load_driver_telemetry(season = 2024, round = "Australia", session = "R", driver = "ALO", laps = l) %>% dplyr::mutate(lap = l))) rus_telem <- dplyr::bind_rows(lapply(c(52:57), function(l) load_driver_telemetry(season = 2024, round = "Australia", session = "R", driver = "RUS", laps = l) %>% dplyr::mutate(lap = l))) ``` + A few manipulations now will make later plotting easier: + ```r alo_telem$lap <- as.factor(alo_telem$lap) alo_telem$brake <- as.integer(alo_telem$brake) @@ -56,9 +58,9 @@ ggplot2::ggplot(alo_telem, ggplot2::aes(x = distance, y = throttle, color = lap)

Throttle Percent by Distance, per lap, for Fernando Alonso at the 2024 Australian GP

-In this plot we can see that he let off the throttle about 180 m before any other lap, and had to put some throttle back on before the normal braking point. This doesn't line up with someone suffering from ERS deployment, but instead an intentional effort to drive the car differently then in the previous laps. +In this plot we can see that he let off the throttle about 180 m before any other lap, and had to put some throttle back on before the normal braking point. This doesn't line up with someone suffering from ERS deployment, but instead an intentional effort to drive the car differently then in the previous laps. -Similarly, we can look at braking (on/off), selected gear, and speed traces to see all the differences: +Similarly, we can look at braking (on/off), selected gear, and speed traces to see all the changes in driving style for that lap: ```r @@ -96,7 +98,7 @@ Alonso at the Stewards visit claimed intent to drive a different line at T6 (Ste # Effect on Russell -Russell, of course, was tailing Alonso, and the telemetry provides a (calculated) distance behind the driver in front. We can observe this (with his other telemetry lines too). +Russell, of course, was tailing Alonso, and the telemetry provides a (calculated/interpolated) distance behind the driver in front. We can observe this (with his other telemetry lines too). ```r @@ -133,7 +135,7 @@ ggplot2::ggplot(long_telem_rus, ggplot2::aes(x = distance, y = value, color = La You can see a sudden and dramatic decrease in the distance between Alonso and Russell in lap 57 (starting around 1575 m). Russell reacted by applying brake earlier than other laps (by a few meters) and was off the throttle earlier than most laps. It was 1.271 s between when Alonso and Russel let off the throttle. -But Russell didn't expect Alonso to do this move there. The Stewards' decision rested on the lack of predictability of Alonso. There's typically only one line through turns 6 & 7, compromising your speed anywhere leaves you vulnerable down the road. Our telemetry access doesn't provide enough detail to prove that the decrease in distance between the cars (all we can see is they got to within 18.6 m, but the replays made it look much closer). +Russell didn't expect Alonso to do this move there. The Stewards' decision rested on the lack of predictability of Alonso. There's typically only one line through turns 6 & 7, compromising your speed anywhere leaves you vulnerable down the road. Our telemetry access doesn't provide enough detail to prove that the decrease in distance between the cars caused the problem (all we can see is they got to within 18.6 m, but the replays made it look much closer). Would this have been a penalty if Russell hadn't crashed? Should Russell have reacted quicker? # Limitations There's key limitations in this data - the most significant being that it's at a resolution of only about 4 Hertz. The nuances of car gap, reaction times, etc. are all lost in the coarse data we have access to. The FIA, Teams, and Stewards have a much higher resolution available, with many additional data sources too. They also have the testimony of the teams and drivers to consider in their decision, and lots of video sources. diff --git a/vignettes/alonso-penalty-2024.Rmd.orig b/vignettes/alonso-penalty-2024.Rmd.orig index f95984e..5a0b52f 100644 --- a/vignettes/alonso-penalty-2024.Rmd.orig +++ b/vignettes/alonso-penalty-2024.Rmd.orig @@ -33,7 +33,7 @@ withr::local_timezone("UTC") library(dplyr) ``` -In the closing laps of the 2024 Australian Grand Prix, the lone remaining Mercedes of George Russell was in a showdown with Aston Martin's Fernando Alonso. On the penultimate lap, Russell crashed out at turn 6-7, coming to a stop at an awkward angle skew across the track. Following the race, both drivers were called to the Stewards, who discussed the incident with both drivers and reviewed data and video. They handed Alonso a 20 second penalty for causing the crash, despite there not having been any contact between the two drivers. A large portion of the decision rested on the telemetry from the drivers' cars. While the Stewards, FIA and Teams have much more detailed data than we do, we can repeat their analysis using R, `f1dataR` and the Python FastF1 package. +In the closing laps of the 2024 Australian Grand Prix, the lone remaining Mercedes of George Russell was in a showdown with Aston Martin's Fernando Alonso. On the penultimate lap, Russell crashed out at turn 6-7, coming to a stop at an awkward angle and askew across the track. Following the race, both drivers were called to the Stewards, who discussed the incident with both drivers and reviewed data and video. They handed Alonso a 20 second penalty for causing the crash, despite there not having been any contact between the two drivers. A large portion of the decision rested on the telemetry from the drivers' cars. While the Stewards, FIA and teams have much more detailed data than we do, we can repeat their analysis using R, `f1dataR` and the Python FastF1 package. # Accessing the Data We'll start by loading the `f1dataR` package, and preparing the Python virtual environment (including installing FastF1). This happens automatically with a call to `setup_fastf1()`, [see the setup_fastf1 vignette](setup_fastf1.Rmd) for more information. @@ -43,19 +43,22 @@ library(f1dataR) setup_fastf1() ``` -Since the crash occurred on lap 57, we'll download telemetry for Alonso for the five previous laps to compare what Alonso did on the fateful lap compared to those before. We'll also load Russell's telemetry from lap 57 to see how he reacts before the crash. Note we use some `dplyr` for data manipulation. +Since the crash occurred on lap 57, we'll download telemetry for Alonso for the five previous laps to compare what Alonso did on the fateful lap compared to those before. We'll also load Russell's telemetry from those same laps to see how he reacts before the crash. Note we use some `dplyr` for data manipulation. ```{r acquire-data, message=FALSE, warning=FALSE} alo_telem <- dplyr::bind_rows(lapply(c(52:57), function(l) load_driver_telemetry(season = 2024, round = "Australia", session = "R", driver = "ALO", laps = l) %>% dplyr::mutate(lap = l))) rus_telem <- dplyr::bind_rows(lapply(c(52:57), function(l) load_driver_telemetry(season = 2024, round = "Australia", session = "R", driver = "RUS", laps = l) %>% dplyr::mutate(lap = l))) ``` + A few manipulations now will make later plotting easier: + ```{r manipulate-data} alo_telem$lap <- as.factor(alo_telem$lap) alo_telem$brake <- as.integer(alo_telem$brake) rus_telem$lap <- as.factor(rus_telem$lap) rus_telem$brake <- as.integer(rus_telem$brake) ``` + # Telemetry Review Alonso stated he had some challenges with his car (specifically the ERS deployment system, according to an interview he did with Sky Sports as reported on [f1.com](https://www.formula1.com/en/latest/article/russell-and-alonso-offer-opposing-views-on-incident-that-led-to-crash-in.5mMIZKgJmq5uJTNXp5W4uk)). But if we look at the telemetry from Alonso comparing lap 57 to the previous, we see the following (focusing on the T6-7 area from 1500 to 2000 m into the lap): @@ -72,7 +75,7 @@ ggplot2::ggplot(alo_telem, ggplot2::aes(x = distance, y = throttle, color = lap) In this plot we can see that he let off the throttle about 180 m before any other lap, and had to put some throttle back on before the normal braking point. This doesn't line up with someone suffering from ERS deployment, but instead an intentional effort to drive the car differently then in the previous laps. -Similarly, we can look at braking (on/off), selected gear, and speed traces to see all the differences: +Similarly, we can look at braking (on/off), selected gear, and speed traces to see all the changes in driving style for that lap: ```{r alo-plots, message = FALSE, eval=require('ggplot2', quietly = TRUE), optipng = '', fig.height=4, fig.width=5, fig.cap='Telemetry (Speed, Throttle, Gear, Brake) by Distance, per lap, for Fernando Alonso at the 2024 Australian GP'} long_telem_alo <- alo_telem %>% @@ -99,11 +102,11 @@ ggplot2::ggplot(long_telem_alo, ggplot2::aes(x = distance, y = value, color = La ggplot2::xlim(c(1500, 2000)) ``` -Alonso at the Stewards visit claimed intent to drive a different line at T6 (Stewards document, reported on [f1.com](https://www.formula1.com/en/latest/article/breaking-alonso-hit-with-post-race-time-penalty-in-australia-over.4h6Fl1W2KOlvkG4UybDXs6)). This aligns better with the telemetry, there are multiple actions going on (reduction of throttle, application of brake, downshift) that indicate that the reduction of speed was intentional (and poorly timed, he had to accelerate a bit to get into the corner). +Alonso, at the Stewards visit, claimed intent to drive a different line at T6 (Stewards document, reported on [f1.com](https://www.formula1.com/en/latest/article/breaking-alonso-hit-with-post-race-time-penalty-in-australia-over.4h6Fl1W2KOlvkG4UybDXs6)). This aligns better with the telemetry, there are multiple actions going on (reduction of throttle, application of brake, downshift) that indicate that the reduction of speed was intentional (and poorly timed, he had to accelerate a bit to get into the corner). # Effect on Russell -Russell, of course, was tailing Alonso, and the telemetry provides a (calculated) distance behind the driver in front. We can observe this (with his other telemetry lines too). +Russell, of course, was tailing Alonso, and the telemetry provides a (calculated/interpolated) distance behind the driver in front. We can observe this (with his other telemetry lines too). ```{r rus-plots, message = FALSE, eval=require('ggplot2', quietly = TRUE), optipng = '', fig.height=5, fig.width=5, fig.cap='Telemetry (Speed, Throttle, Gear, Brake, and Gap to Alonso) by Distance, per lap, for George Russell at the 2024 Australian GP'} long_telem_rus <- rus_telem %>% @@ -131,9 +134,10 @@ ggplot2::ggplot(long_telem_rus, ggplot2::aes(x = distance, y = value, color = La ggplot2::ylab(NULL)+ ggplot2::xlim(c(1500, 2000)) ``` + You can see a sudden and dramatic decrease in the distance between Alonso and Russell in lap 57 (starting around 1575 m). Russell reacted by applying brake earlier than other laps (by a few meters) and was off the throttle earlier than most laps. It was `r (rus_telem %>% filter(lap == 57 & distance > 1600 & throttle < 100) %>% pull(session_time))[1] - (alo_telem %>% filter(lap == 57 & distance > 1600 & throttle == 0) %>% pull(session_time))[1]` s between when Alonso and Russel let off the throttle. -But Russell didn't expect Alonso to do this move there. The Stewards' decision rested on the lack of predictability of Alonso. There's typically only one line through turns 6 & 7, compromising your speed anywhere leaves you vulnerable down the road. Our telemetry access doesn't provide enough detail to prove that the decrease in distance between the cars (all we can see is they got to within `r round(min(rus_telem %>% filter(lap == 57 & distance > 1600 & throttle < 100) %>% pull(distance_to_driver_ahead)), 1)` m, but the replays made it look much closer). +Russell didn't expect Alonso to do this move there. The Stewards' decision rested on the lack of predictability of Alonso. There's typically only one line through turns 6 & 7, compromising your speed anywhere leaves you vulnerable down the road. Our telemetry access doesn't provide enough detail to prove that the decrease in distance between the cars caused the problem (all we can see is they got to within `r round(min(rus_telem %>% filter(lap == 57 & distance > 1600 & throttle < 100) %>% pull(distance_to_driver_ahead)), 1)` m, but the replays made it look much closer). Would this have been a penalty if Russell hadn't crashed? Should Russell have reacted quicker? # Limitations There's key limitations in this data - the most significant being that it's at a resolution of only about 4 Hertz. The nuances of car gap, reaction times, etc. are all lost in the coarse data we have access to. The FIA, Teams, and Stewards have a much higher resolution available, with many additional data sources too. They also have the testimony of the teams and drivers to consider in their decision, and lots of video sources. From d498321e709ff0e76abbbec2fad2e8b36dfa2a75 Mon Sep 17 00:00:00 2001 From: pbulsink Date: Fri, 12 Apr 2024 16:36:50 +0000 Subject: [PATCH 10/10] Style & Document code --- tests/testthat/setup.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/testthat/setup.R b/tests/testthat/setup.R index 459a4f0..e5c4e8b 100644 --- a/tests/testthat/setup.R +++ b/tests/testthat/setup.R @@ -34,7 +34,7 @@ skip_if_no_py <- function() { # helper function to skip if ergast isn't working skip_if_no_ergast <- function() { - testthat::skip_if_offline("ergast.com") # This will also skip on CRAN + testthat::skip_if_offline("ergast.com") # This will also skip on CRAN if (is.null(get_ergast_content("current/circuits.json?limit=40"))) { testthat::skip("No ergast connection available for testing") }