Changeset - 3c85f21497f0
[Not reviewed]
0 6 0
Hannes Muehleisen - 9 years ago 2016-08-16 10:43:09
hannes@muehleisen.org
more stuff
6 files changed with 323 insertions and 249 deletions:
0 comments (0 inline, 0 general)
newproto.R
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@@ -10,21 +10,21 @@ theme(axis.title.y=element_text(vjust=0.9),
 
  axis.ticks.x=element_blank())
 

	
 

	
 
read.table("newproto.csv", header=T,  sep=",", stringsAsFactors=F, na.strings=c("-1", "")) -> dd3
 
read.table("11.csv", header=T,  sep=",", stringsAsFactors=F, na.strings=c("-1", "")) %>% filter(db=="netcat") -> dd3
 

	
 

	
 
dd3 %>% filter(bin_chunksize==100000, tuple > 1000) %>% group_by(system, tuple) %>% summarise_each(funs(mean,sd,se=sd(.)/sqrt(n()))) -> dd4
 

	
 
ggplot(dd3 %>% filter(bin_chunksize==100000, tuple > 1000, run == 0), aes(color=system, y=time, x=tuple)) + geom_line(size=1.5) + geom_point(size=2) + scale_x_log10() + scale_y_log10()
 
ggplot(dd4 , aes(color=system, y=time_mean, x=tuple)) + geom_line(size=1.5) + geom_point(size=2) + scale_x_log10() + scale_y_log10()
 

	
 

	
 

	
 

	
 

	
 
ggplot(dd3 %>% filter(bin_chunksize==100000, tuple > 1000, run == 0), aes(fill=system, y=bytes, x=tuple)) + scale_x_log10() +  geom_bar(stat="identity", position="dodge") 
 
ggplot(dd4, aes(fill=system, y=bytes_mean, x=tuple)) + scale_x_log10() +  geom_bar(stat="identity", position="dodge") 
 

	
 

	
 

	
 
read.table("newproto2.csv", header=T,  sep=",", stringsAsFactors=F, na.strings=c("-1", "")) -> dd3
 

	
 
dd3 %>% filter(bin_compress %in% c("lz4", NA, "snappy"), tuple ==  1000000) %>% group_by( bin_orientation, bin_compress,bin_chunksize) %>% summarise_each(funs(mean,sd,se=sd(.)/sqrt(n()))) %>% mutate(sys2=paste( bin_orientation, bin_compress)) -> df4 
 

	
protopics/hive.eps
Show inline comments
 
%!PS-Adobe-3.0 EPSF-3.0
 
%%Creator: cairo 1.14.4 (http://cairographics.org)
 
%%CreationDate: Fri Aug 12 15:28:26 2016
 
%%CreationDate: Fri Aug 12 16:39:28 2016
 
%%Pages: 1
 
%%DocumentData: Clean7Bit
 
%%LanguageLevel: 2
 
%%BoundingBox: 0 0 401 398
 
%%BoundingBox: 0 0 385 235
 
%%EndComments
 
%%BeginProlog
 
save
 
@@ -95,11 +95,13 @@ end readonly def
 
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showpage
 
%%Trailer
protopics/hive.pdf
Show inline comments
 
binary diff not shown
protopics/newproto.eps
Show inline comments
 
%!PS-Adobe-3.0 EPSF-3.0
 
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showpage
 
%%Trailer
vldb-protocols.R
Show inline comments
 
@@ -64,11 +64,11 @@ theme(axis.title.y=element_text(vjust=0.9),
 
  axis.ticks.x=element_blank())
 

	
 

	
 
read.table("10.csv", header=T,  sep=",", stringsAsFactors=F, na.strings="-1") -> dd3
 
read.table("13.csv", header=T,  sep=",", stringsAsFactors=F, na.strings="-1") -> dd3
 

	
 
str(dd3)
 

	
 
dd3 %>% filter(tuple > 1, network=="unlimited", protocol == "native", timeout != 1)  %>%  group_by(system, tuple) %>% summarise_each(funs(mean,sd,se=sd(.)/sqrt(n()))) -> df4
 
dd3 %>% filter(tuple > 1, network=="unlimited", protocol == "native", timeout != 1, is.na(bin_chunksize) | system %in% c("netcat-prot-col-chunk-100000-snappy"), !grepl("netcat-csv-", system, fixed=T))  %>%  group_by(system, tuple) %>% summarise_each(funs(mean,sd,se=sd(.)/sqrt(n()))) -> df4
 

	
 
tuplelabels <- c("100"="10^2","1000"="10^3","10000"="10^4", "100000"="10^5", "1000000"="10^6", "10000000"="10^7")
 
tuplebreaks <- as.numeric(names(tuplelabels))
 
@@ -82,6 +82,15 @@ ggplot(df4, aes(color=system, y=time_mean, x=tuple, label=round(time_mean, 2)))
 
dev.off()
 

	
 

	
 
pdf("protocols-time2.pdf", width=10, height=5)
 

	
 
ggplot(df4 %>% filter(tuple==1000000), aes(fill=system, y=time_mean, x=tuple, label=round(time_mean, 2))) + geom_bar(stat="identity", position="dodge") +  scale_x_log10(breaks=tuplebreaks, labels=tuplelabels)  + theme + ggtitle("Wall clock time") + xlab("Tuples (#, log)") + ylab("Wall clock time (s)") 
 

	
 
dev.off()
 

	
 

	
 

	
 

	
 
pdf("protocols-bytes1.pdf", width=10, height=5)
 

	
 
# bytes per db
 
@@ -120,16 +129,17 @@ ggplot(df4, aes(color=system, y=memory_max_kb_mean, x=tuple)) + geom_line(size=1
 
dev.off()
 

	
 

	
 
#pdf("protocols-bytes1.pdf", width=10, height=5)
 
# protocols
 

	
 

	
 
dd3 %>% filter(system != "mariadb-compress", network=="unlimited", db != "mongodb" & db != "hbase" & db != "netcat", timeout != 1)  %>%  group_by(db, protocol, tuple) %>% summarise_each(funs(mean,sd,se=sd(.)/sqrt(n()))) -> df5
 
dd3 %>% filter(system != "mariadb-compress", network=="unlimited", db != "mongodb" & db != "hbase" & db != "netcat", timeout != 1, is.na(bin_chunksize))  %>%  group_by(db, protocol, tuple) %>% summarise_each(funs(mean,sd,se=sd(.)/sqrt(n()))) -> df5
 

	
 

	
 
# protocols
 

	
 
pdf("protocols-wrapper-time.pdf", width=10, height=5)
 

	
 

	
 

	
 
ggplot(df5, aes(color=protocol, y=time_mean, x=tuple)) + geom_line(size=1.5) + geom_point(size=2) + scale_x_log10()  + scale_y_log10() + ylab("Wall clock time (s, log)")  + theme + xlab("Tuples (#, log)") + ggtitle ("Wrapper overhead") + facet_grid( ~ db) + theme( axis.text.x=element_blank())
 

	
 

	
 
@@ -165,3 +175,11 @@ dev.off()
 

	
 

	
 

	
 
pdf("protocols-network2.pdf", width=10, height=5)
 

	
 
ggplot(df6, aes(fill=system, y=time_mean, x=tuple)) + geom_bar(stat="identity", position="dodge") +scale_x_log10() + ylab("Wall clock time (s)") + theme + xlab("Tuples (#, log)") + ggtitle ("Network speed impact") + facet_grid( ~ network) + theme( axis.text.x=element_blank())
 

	
 
dev.off()
 

	
 

	
 

	
vldb-protocols.labnotes
Show inline comments
 
@@ -627,3 +627,10 @@ CREATE TABLE lineitem (L_ORDERKEY INT, L_PARTKEY INT, L_SUPPKEY INT, L_LINENUMBE
 

	
 
insert into lineitem select * from lineitem_ext;
 

	
 

	
 

	
 

	
 
$HIVE_HOME/bin/beeline -u jdbc:hive2://localhost:10000
 

	
 
insert overwrite directory '/tmp/export' STORED AS PARQUET select * from lineitem limit 10;
 

	
0 comments (0 inline, 0 general)