Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 1 | # Copyright 2017 Open Networking Foundation (ONF) |
| 2 | # |
| 3 | # Please refer questions to either the onos test mailing list at <onos-test@onosproject.org>, |
| 4 | # the System Testing Plans and Results wiki page at <https://wiki.onosproject.org/x/voMg>, |
| 5 | # or the System Testing Guide page at <https://wiki.onosproject.org/x/WYQg> |
| 6 | # |
| 7 | # TestON is free software: you can redistribute it and/or modify |
| 8 | # it under the terms of the GNU General Public License as published by |
| 9 | # the Free Software Foundation, either version 2 of the License, or |
| 10 | # (at your option) any later version. |
| 11 | # |
| 12 | # TestON is distributed in the hope that it will be useful, |
| 13 | # but WITHOUT ANY WARRANTY; without even the implied warranty of |
| 14 | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
| 15 | # GNU General Public License for more details. |
| 16 | # |
| 17 | # You should have received a copy of the GNU General Public License |
| 18 | # along with TestON. If not, see <http://www.gnu.org/licenses/>. |
| 19 | # |
| 20 | # If you have any questions, or if you don't understand R, |
Jeremy Ronquillo | b626884 | 2017-10-03 13:02:58 -0700 | [diff] [blame] | 21 | # please contact Jeremy Ronquillo: j_ronquillo@u.pacific.edu |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 22 | |
| 23 | # ********************************************************** |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 24 | # STEP 1: Data management. |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 25 | # ********************************************************** |
| 26 | |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 27 | print( "**********************************************************" ) |
| 28 | print( "STEP 1: Data management." ) |
| 29 | print( "**********************************************************" ) |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 30 | |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 31 | # Command line arguments are read. |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 32 | print( "Reading commmand-line args." ) |
| 33 | args <- commandArgs( trailingOnly=TRUE ) |
| 34 | |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 35 | # ---------------- |
| 36 | # Import Libraries |
| 37 | # ---------------- |
| 38 | |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 39 | print( "Importing libraries." ) |
| 40 | library( ggplot2 ) |
| 41 | library( reshape2 ) |
| 42 | library( RPostgreSQL ) # For databases |
| 43 | |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 44 | # ------------------- |
| 45 | # Check CLI Arguments |
| 46 | # ------------------- |
| 47 | |
| 48 | print( "Verifying CLI args." ) |
| 49 | |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 50 | if ( is.na( args[ 9 ] ) ){ |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 51 | |
| 52 | print( paste( "Usage: Rscript SCPFIntentEventTp.R", |
| 53 | "<has-flow-obj>", |
| 54 | "<database-host>", |
| 55 | "<database-port>", |
| 56 | "<database-user-id>", |
| 57 | "<database-password>", |
| 58 | "<test-name>", |
| 59 | "<branch-name>", |
| 60 | "<has-neighbors>", |
| 61 | "<directory-to-save-graphs>", |
| 62 | sep=" " ) ) |
| 63 | |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 64 | q() # basically exit(), but in R |
| 65 | } |
| 66 | |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 67 | # ----------------- |
| 68 | # Create File Names |
| 69 | # ----------------- |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 70 | |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 71 | print( "Creating filenames and title of graph." ) |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 72 | |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 73 | chartTitle <- "Intent Event Throughput" |
| 74 | fileNeighborsModifier <- "no" |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 75 | commandNeighborModifier <- "" |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 76 | fileFlowObjModifier <- "" |
| 77 | sqlFlowObjModifier <- "" |
| 78 | |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 79 | if ( args[ 1 ] == 'y' ){ |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 80 | fileFlowObjModifier <- "_flowObj" |
| 81 | sqlFlowObjModifier <- "_fobj" |
| 82 | chartTitle <- paste( chartTitle, " with Flow Objectives", sep="" ) |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 83 | } |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 84 | |
| 85 | chartTitle <- paste( chartTitle, "\nevents/second with Neighbors =", sep="" ) |
| 86 | |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 87 | if ( args[ 8 ] == 'y' ){ |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 88 | fileNeighborsModifier <- "all" |
Jeremy Ronquillo | 2d2649d | 2017-09-14 12:53:06 -0700 | [diff] [blame] | 89 | commandNeighborModifier <- "scale=1 OR NOT " |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 90 | chartTitle <- paste( chartTitle, "all" ) |
| 91 | } else { |
| 92 | chartTitle <- paste( chartTitle, "0" ) |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 93 | } |
| 94 | |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 95 | errBarOutputFile <- paste( args[ 9 ], |
| 96 | args[ 6 ], |
| 97 | "_", |
| 98 | args[ 7 ], |
| 99 | "_", |
| 100 | fileNeighborsModifier, |
| 101 | "-neighbors", |
| 102 | fileFlowObjModifier, |
| 103 | "_graph.jpg", |
| 104 | sep="" ) |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 105 | |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 106 | # ------------------ |
| 107 | # SQL Initialization |
| 108 | # ------------------ |
| 109 | |
| 110 | print( "Initializing SQL" ) |
| 111 | |
| 112 | con <- dbConnect( dbDriver( "PostgreSQL" ), |
| 113 | dbname = "onostest", |
| 114 | host = args[ 2 ], |
| 115 | port = strtoi( args[ 3 ] ), |
| 116 | user = args[ 4 ], |
| 117 | password = args[ 5 ] ) |
| 118 | |
| 119 | # ----------------------------------- |
| 120 | # Intent Event Throughput SQL Command |
| 121 | # ----------------------------------- |
| 122 | |
| 123 | print( "Generating Intent Event Throughput SQL command." ) |
| 124 | |
| 125 | command <- paste( "SELECT scale, SUM( avg ) as avg FROM intent_tp", |
| 126 | sqlFlowObjModifier, |
| 127 | "_tests WHERE (", |
| 128 | commandNeighborModifier, |
| 129 | "neighbors = 0 ) AND branch = '", |
| 130 | args[ 7 ], |
| 131 | "' AND date IN ( SELECT max( date ) FROM intent_tp", |
| 132 | sqlFlowObjModifier, |
| 133 | "_tests WHERE branch='", |
| 134 | args[ 7 ], |
| 135 | "' ) GROUP BY scale ORDER BY scale", |
| 136 | sep="" ) |
| 137 | |
| 138 | print( "Sending SQL command:" ) |
| 139 | print( command ) |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 140 | |
| 141 | fileData <- dbGetQuery( con, command ) |
| 142 | |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 143 | # ********************************************************** |
| 144 | # STEP 2: Organize data. |
| 145 | # ********************************************************** |
| 146 | |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 147 | print( "**********************************************************" ) |
| 148 | print( "STEP 2: Organize Data." ) |
| 149 | print( "**********************************************************" ) |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 150 | |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 151 | # ------------ |
| 152 | # Data Sorting |
| 153 | # ------------ |
| 154 | |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 155 | print( "Sorting data." ) |
| 156 | avgs <- c( fileData[ 'avg' ] ) |
| 157 | |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 158 | # -------------------- |
| 159 | # Construct Data Frame |
| 160 | # -------------------- |
| 161 | |
| 162 | print( "Constructing data frame." ) |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 163 | dataFrame <- melt( avgs ) # This is where reshape2 comes in. Avgs list is converted to data frame |
| 164 | dataFrame$scale <- fileData$scale # Add node scaling to the data frame. |
| 165 | |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 166 | colnames( dataFrame ) <- c( "throughput", |
| 167 | "type", |
| 168 | "scale" ) |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 169 | |
Jeremy Ronquillo | 2d2649d | 2017-09-14 12:53:06 -0700 | [diff] [blame] | 170 | dataFrame <- na.omit( dataFrame ) # Omit any data that doesn't exist |
| 171 | |
| 172 | print( "Data Frame Results:" ) |
| 173 | print( dataFrame ) |
| 174 | |
| 175 | |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 176 | # ********************************************************** |
| 177 | # STEP 3: Generate graphs. |
| 178 | # ********************************************************** |
| 179 | |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 180 | print( "**********************************************************" ) |
| 181 | print( "STEP 3: Generate Graph." ) |
| 182 | print( "**********************************************************" ) |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 183 | |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 184 | # ------------------ |
| 185 | # Generate Main Plot |
| 186 | # ------------------ |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 187 | |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 188 | print( "Generating main plot." ) |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 189 | # Create the primary plot here. |
| 190 | # ggplot contains the following arguments: |
| 191 | # - data: the data frame that the graph will be based off of |
| 192 | # - aes: the asthetics of the graph which require: |
| 193 | # - x: x-axis values (usually node scaling) |
| 194 | # - y: y-axis values (usually time in milliseconds) |
| 195 | # - fill: the category of the colored side-by-side bars (usually type) |
Jeremy Ronquillo | 2d2649d | 2017-09-14 12:53:06 -0700 | [diff] [blame] | 196 | |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 197 | mainPlot <- ggplot( data = dataFrame, aes( x = scale, |
| 198 | y = throughput, |
| 199 | fill = type ) ) |
| 200 | # ------------------------------ |
| 201 | # Fundamental Variables Assigned |
| 202 | # ------------------------------ |
| 203 | |
| 204 | print( "Generating fundamental graph data." ) |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 205 | |
| 206 | # Formatting the plot |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 207 | theme_set( theme_grey( base_size = 22 ) ) # set the default text size of the graph. |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 208 | width <- 0.7 # Width of the bars. |
| 209 | xScaleConfig <- scale_x_continuous( breaks = dataFrame$scale, label = dataFrame$scale ) |
| 210 | xLabel <- xlab( "Scale" ) |
| 211 | yLabel <- ylab( "Throughput (events/second)" ) |
| 212 | fillLabel <- labs( fill="Type" ) |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 213 | imageWidth <- 15 |
| 214 | imageHeight <- 10 |
| 215 | imageDPI <- 200 |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 216 | |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 217 | theme <- theme( plot.title = element_text( hjust = 0.5, size = 32, face = 'bold' ), |
| 218 | legend.position = "bottom", |
| 219 | legend.text = element_text( size = 18, face = "bold" ), |
| 220 | legend.title = element_blank() ) |
| 221 | |
| 222 | values <- geom_text( aes( x = dataFrame$scale, |
| 223 | y = dataFrame$throughput + 0.03 * max( dataFrame$throughput ), |
| 224 | label = format( dataFrame$throughput, |
| 225 | digits=3, |
| 226 | big.mark = ",", |
| 227 | scientific = FALSE ) ), |
| 228 | size = 7, |
| 229 | fontface = "bold" ) |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 230 | |
| 231 | # Store plot configurations as 1 variable |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 232 | fundamentalGraphData <- mainPlot + |
| 233 | xScaleConfig + |
| 234 | xLabel + |
| 235 | yLabel + |
| 236 | fillLabel + |
| 237 | theme + |
| 238 | values |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 239 | |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 240 | # --------------------------- |
| 241 | # Generating Bar Graph Format |
| 242 | # --------------------------- |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 243 | |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 244 | print( "Generating bar graph." ) |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 245 | barGraphFormat <- geom_bar( stat = "identity", |
| 246 | width = width, |
| 247 | fill = "#169EFF" ) |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 248 | |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 249 | title <- ggtitle( chartTitle ) |
| 250 | |
| 251 | result <- fundamentalGraphData + |
| 252 | barGraphFormat + |
| 253 | title |
| 254 | |
| 255 | # ----------------------- |
| 256 | # Exporting Graph to File |
| 257 | # ----------------------- |
| 258 | |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 259 | print( paste( "Saving bar chart to", errBarOutputFile ) ) |
Jeremy Ronquillo | 6df8781 | 2017-08-28 16:17:36 +0000 | [diff] [blame] | 260 | |
Jeremy Ronquillo | 7673f80 | 2017-10-30 09:42:44 -0700 | [diff] [blame] | 261 | ggsave( errBarOutputFile, |
| 262 | width = imageWidth, |
| 263 | height = imageHeight, |
| 264 | dpi = imageDPI ) |
| 265 | |
| 266 | print( paste( "[SUCCESS] Successfully wrote bar chart out to", errBarOutputFile ) ) |