From 60d3cb1c3d667fbbecf7f428031c0d100598cdef Mon Sep 17 00:00:00 2001
From: Corey Dow-Hygelund <cdowhygelund@mozilla.com>
Date: Fri, 17 Jan 2020 10:26:58 -0800
Subject: [PATCH] Scaling QQ plot. Commenting out bootstrapping.

---
 .../milestone_5/dashboard/lib/prediction.R    | 29 ++++++++++++++++++-
 .../milestone_5/dashboard/plotters.R          |  5 ++--
 2 files changed, 31 insertions(+), 3 deletions(-)

diff --git a/perf_release_criteria/milestone_5/dashboard/lib/prediction.R b/perf_release_criteria/milestone_5/dashboard/lib/prediction.R
index 56e9923..6fc3f87 100644
--- a/perf_release_criteria/milestone_5/dashboard/lib/prediction.R
+++ b/perf_release_criteria/milestone_5/dashboard/lib/prediction.R
@@ -1,6 +1,7 @@
 library(tidyr)
 library(purrr)
 library(lubridate)
+# library(boot)
 source('lib/scoring.R')
 
 extract_health_metrics <- function(predictions, release, outcomes, v_n1){
@@ -41,4 +42,30 @@ extract_health_metrics <- function(predictions, release, outcomes, v_n1){
     mutate(version = v_n1)
   
   return(health_metrics)
-}
\ No newline at end of file
+}
+
+# bootstrap_mean <- function(predictions, release, metrics){
+#   agg_sets <- function(predictions){
+#     predictions %>% 
+#       select(metrics) %>% 
+#       gather("metric", "value") %>%
+#       group_by(metric) %>%
+#       summarise(
+#         mean = mean(value)
+#       ) %>%
+#       pull(mean)
+#   }
+#   
+#   bs_stat <- function(df, indices) {
+#     df_trim <- df[indices, ]
+#     predictions <- df_trim %>% filter(label == 'beta')
+#     release <- df_trim %>% filter(label == 'release')
+#     pred_agg <- agg_sets(predictions)
+#     # release_agg <- agg_sets(release[indices,])
+#     release_agg <- agg_sets(release)
+#     rel_diff <- (abs(pred_agg-release_agg)/release_agg)
+#     return(rel_diff)
+#   } 
+#   return(boot(data=predictions %>% bind_rows(release), statistic=bs_stat, 
+#               R=100, parallel = "multicore", ncpus = 2))
+# }
\ No newline at end of file
diff --git a/perf_release_criteria/milestone_5/dashboard/plotters.R b/perf_release_criteria/milestone_5/dashboard/plotters.R
index 1579086..2a315f8 100644
--- a/perf_release_criteria/milestone_5/dashboard/plotters.R
+++ b/perf_release_criteria/milestone_5/dashboard/plotters.R
@@ -43,8 +43,9 @@ plot.qq <- function(qq.df, response, ranges=NULL){
     theme(axis.text.x = element_text(angle = 45, hjust = 1),
           plot.title = element_text(size=10),
           legend.position = c(0.8, 0.2)) +
-    # scale_x_continuous(limits = ranges$x) + 
-    coord_cartesian(xlim = ranges$x)+
+    scale_x_continuous(limits = ranges$x) + 
+    scale_y_continuous(limits = ranges$x) + 
+    # coord_cartesian(xlim = ranges$x)+
     ggtitle(response) 
   return(p_qq)