def breakdown_setup(summary,nfmt,nexp,x_name,key_names=[],norm=False
,extras={}
):
from plot_helper import time_breakdown
x_vals = []
exp = [list(e) for e in nexp]
fmt = list(nfmt)
print('Breakdown Setup: {}'.format(x_name))
for e in exp:
x_vals.append(e[fmt.index(x_name)])
del e[fmt.index(x_name)]
fmt.remove(x_name)
for x in extras.keys():
if x not in fmt: continue
for e in exp:
del e[fmt.index(x)]
fmt.remove(x)
x_vals = list(set(x_vals))
x_vals.sort()
exp.sort()
exp = list(k for k,_ in itertools.groupby(exp))
for e in exp:
title = "Breakdown "
for t in fmt_title:
if t not in fmt: continue
title+="{} {}, ".format(t,e[fmt.index(t)])
time_breakdown(x_vals,summary,xname=x_name,title=title,cfg_fmt=fmt,cfg=list(e),extras=extras,normalized=norm)
def ppr_ycsb_writes_plot(summary,summary_cl):
from experiments import ycsb_writes
from helper import plot_prep
from plot_helper import tput
nfmt,nexp = ycsb_writes()
x_name = "TXN_WRITE_PERC"
v_name = "ALGO"
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,v_name,constants={"NODE_CNT":16,"ZIPF_THETA":0.6,"MAX_TXN_IN_FLIGHT":10000})
tput(x_vals,v_vals,summary,summary_cl,cfg_fmt=fmt,cfg=list(exp),xname=x_name,vname=v_name,title="",name="tput_ycsb_writes_16",xlab="% of Update Transactions",new_cfgs=lst)
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,v_name,constants={"NODE_CNT":16,"ZIPF_THETA":0.6,"MAX_TXN_IN_FLIGHT":10000})
time_breakdown(x_vals,summary,xname=x_name,title='',name='breakdown_ycsb_writes',cfg_fmt=fmt,cfg=list(exp),normalized=True,new_cfgs=lst)
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,v_name,constants={"NODE_CNT":16,"ZIPF_THETA":0.6,"MAX_TXN_IN_FLIGHT":12000})
tput(x_vals,v_vals,summary,summary_cl,cfg_fmt=fmt,cfg=list(exp),xname=x_name,vname=v_name,title="",name="tput_ycsb_writes_16_12k",xlab="% of Update Transactions",new_cfgs=lst)
def ppr_ycsb_writes_plot(summary,summary_cl):
from experiments import ycsb_writes
from helper import plot_prep
from plot_helper import tput
nfmt,nexp = ycsb_writes()
x_name = "TXN_WRITE_PERC"
v_name = "CC_ALG"
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,v_name,constants={"NODE_CNT":16,"ZIPF_THETA":0.6,"MAX_TXN_IN_FLIGHT":10000})
tput(x_vals,v_vals,summary,summary_cl,cfg_fmt=fmt,cfg=list(exp),xname=x_name,vname=v_name,title="",name="tput_ycsb_writes_16",xlab="% of Update Transactions",new_cfgs=lst)
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,v_name,constants={"NODE_CNT":16,"ZIPF_THETA":0.6,"MAX_TXN_IN_FLIGHT":10000})
time_breakdown(x_vals,summary,xname=x_name,title='',name='breakdown_ycsb_writes',cfg_fmt=fmt,cfg=list(exp),normalized=True,new_cfgs=lst)
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,v_name,constants={"NODE_CNT":16,"ZIPF_THETA":0.6,"MAX_TXN_IN_FLIGHT":12000})
tput(x_vals,v_vals,summary,summary_cl,cfg_fmt=fmt,cfg=list(exp),xname=x_name,vname=v_name,title="",name="tput_ycsb_writes_16_12k",xlab="% of Update Transactions",new_cfgs=lst)
def breakdown_setup(summary,
nfmt,
nexp,
x_name,
key_names=[],
norm=False,
extras={}):
from plot_helper import time_breakdown
x_vals = []
exp = [list(e) for e in nexp]
fmt = list(nfmt)
print('Breakdown Setup: {}'.format(x_name))
for e in exp:
x_vals.append(e[fmt.index(x_name)])
del e[fmt.index(x_name)]
fmt.remove(x_name)
for x in extras.keys():
if x not in fmt: continue
for e in exp:
del e[fmt.index(x)]
fmt.remove(x)
x_vals = list(set(x_vals))
x_vals.sort()
exp.sort()
exp = list(k for k, _ in itertools.groupby(exp))
for e in exp:
title = "Breakdown "
for t in fmt_title:
if t not in fmt: continue
title += "{} {}, ".format(t, e[fmt.index(t)])
time_breakdown(x_vals,
summary,
xname=x_name,
title=title,
cfg_fmt=fmt,
cfg=list(e),
extras=extras,
normalized=norm)
def ppr_ycsb_scaling_plot(summary,summary_cl):
from experiments import ycsb_scaling
from helper import plot_prep
from plot_helper import tput,time_breakdown,latency,abort_rate,latency_breakdown,time_breakdown_line
nfmt,nexp = ycsb_scaling()
x_name = "NODE_CNT"
v_name = "ALGO"
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,v_name,constants={"TXN_WRITE_PERC":0.0,"ZIPF_THETA":0.0})
tput(x_vals,v_vals,summary,summary_cl,cfg_fmt=fmt,cfg=list(exp),xname=x_name,vname=v_name,title="",name="tput_ycsb_scaling_readonly",xlab="Server Count",new_cfgs=lst,logscalex=True)
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,v_name,constants={"TXN_WRITE_PERC":0.0,"ZIPF_THETA":0.0})
latency(x_vals,v_vals,summary,summary_cl,cfg_fmt=fmt,cfg=list(exp),xname=x_name,vname=v_name,title="",name="latency_ycsb_scaling_readonly",xlab="Server Count",new_cfgs=lst,logscalex=True)
nfmt,nexp = ycsb_scaling()
x_name = "ALGO"
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,'',constants={"NODE_CNT":16,"TXN_WRITE_PERC":0.0,"ZIPF_THETA":0.0})
time_breakdown(x_vals,summary,xname=x_name,title='',name='breakdown_ycsb_scaling_readonly',cfg_fmt=fmt,cfg=list(exp),normalized=True,new_cfgs=lst)
x_name = "NODE_CNT"
v_name = "ALGO"
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,v_name,constants={"TXN_WRITE_PERC":0.5,"ZIPF_THETA":0.6})
tput(x_vals,v_vals,summary,summary_cl,cfg_fmt=fmt,cfg=list(exp),xname=x_name,vname=v_name,title="",name="tput_ycsb_scaling_med",xlab="Server Count",new_cfgs=lst,logscalex=True)
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,v_name,constants={"TXN_WRITE_PERC":0.5,"ZIPF_THETA":0.6})
latency(x_vals,v_vals,summary,summary_cl,cfg_fmt=fmt,cfg=list(exp),xname=x_name,vname=v_name,title="",name="latency_ycsb_scaling_med",xlab="Server Count",new_cfgs=lst,logscalex=True)
nfmt,nexp = ycsb_scaling()
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,v_name,constants={"TXN_WRITE_PERC":0.5,"ZIPF_THETA":0.6})
time_breakdown_line(x_vals,v_vals,summary,cfg_fmt=fmt,cfg=list(exp),xname=x_name,vname=v_name,title="",name="time_break_line_ycsb_scaling_med",xlab="Server Count",new_cfgs=lst,logscalex=True)
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,v_name,constants={"TXN_WRITE_PERC":0.5,"ZIPF_THETA":0.6})
abort_rate(x_vals,v_vals,summary,summary_cl,cfg_fmt=fmt,cfg=list(exp),xname=x_name,vname=v_name,title="",name="aborts_ycsb_scaling_med",xlab="Server Count",new_cfgs=lst,logscalex=True)
nfmt,nexp = ycsb_scaling()
x_name = "ALGO"
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,'',constants={"NODE_CNT":16,"TXN_WRITE_PERC":0.5,"ZIPF_THETA":0.6})
time_breakdown(x_vals,summary,xname=x_name,title='',name='breakdown_ycsb_scaling_med',cfg_fmt=fmt,cfg=list(exp),normalized=True,new_cfgs=lst)
nfmt,nexp = ycsb_scaling()
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,'',constants={"NODE_CNT":16,"TXN_WRITE_PERC":0.5,"ZIPF_THETA":0.6})
latency_breakdown(x_vals,summary,xname=x_name,title='',name='latency_breakdown_ycsb_scaling_med',cfg_fmt=fmt,cfg=list(exp),normalized=False,new_cfgs=lst)
x_name = "NODE_CNT"
v_name = "ALGO"
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,v_name,constants={"TXN_WRITE_PERC":0.5,"ZIPF_THETA":0.7})
time_breakdown_line(x_vals,v_vals,summary,cfg_fmt=fmt,cfg=list(exp),xname=x_name,vname=v_name,title="",name="time_break_line_ycsb_scaling_high",xlab="Server Count",new_cfgs=lst,logscalex=True)
tput(x_vals,v_vals,summary,summary_cl,cfg_fmt=fmt,cfg=list(exp),xname=x_name,vname=v_name,title="",name="tput_ycsb_scaling_high",xlab="Server Count",new_cfgs=lst,logscalex=True)
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,v_name,constants={"TXN_WRITE_PERC":0.5,"ZIPF_THETA":0.7})
latency(x_vals,v_vals,summary,summary_cl,cfg_fmt=fmt,cfg=list(exp),xname=x_name,vname=v_name,title="",name="latency_ycsb_scaling_high",xlab="Server Count",new_cfgs=lst,logscalex=True)
abort_rate(x_vals,v_vals,summary,summary_cl,cfg_fmt=fmt,cfg=list(exp),xname=x_name,vname=v_name,title="",name="aborts_ycsb_scaling_high",xlab="Server Count",new_cfgs=lst,logscalex=True)
nfmt,nexp = ycsb_scaling()
x_name = "ALGO"
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,'',constants={"NODE_CNT":16,"TXN_WRITE_PERC":0.5,"ZIPF_THETA":0.7})
time_breakdown(x_vals,summary,xname=x_name,title='',name='breakdown_ycsb_scaling_high',cfg_fmt=fmt,cfg=list(exp),normalized=True,new_cfgs=lst)
def ppr_ycsb_scaling_plot(summary,summary_cl):
from experiments import ycsb_scaling
from helper import plot_prep
from plot_helper import tput,time_breakdown,latency,abort_rate,latency_breakdown,time_breakdown_line
nfmt,nexp = ycsb_scaling()
x_name = "NODE_CNT"
v_name = "CC_ALG"
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,v_name,constants={"TXN_WRITE_PERC":0.0,"ZIPF_THETA":0.0})
tput(x_vals,v_vals,summary,summary_cl,cfg_fmt=fmt,cfg=list(exp),xname=x_name,vname=v_name,title="",name="tput_ycsb_scaling_readonly",xlab="Server Count",new_cfgs=lst,logscalex=True)
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,v_name,constants={"TXN_WRITE_PERC":0.0,"ZIPF_THETA":0.0})
latency(x_vals,v_vals,summary,summary_cl,cfg_fmt=fmt,cfg=list(exp),xname=x_name,vname=v_name,title="",name="latency_ycsb_scaling_readonly",xlab="Server Count",new_cfgs=lst,logscalex=True)
nfmt,nexp = ycsb_scaling()
x_name = "CC_ALG"
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,'',constants={"NODE_CNT":16,"TXN_WRITE_PERC":0.0,"ZIPF_THETA":0.0})
time_breakdown(x_vals,summary,xname=x_name,title='',name='breakdown_ycsb_scaling_readonly',cfg_fmt=fmt,cfg=list(exp),normalized=True,new_cfgs=lst)
x_name = "NODE_CNT"
v_name = "CC_ALG"
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,v_name,constants={"TXN_WRITE_PERC":0.5,"ZIPF_THETA":0.6})
tput(x_vals,v_vals,summary,summary_cl,cfg_fmt=fmt,cfg=list(exp),xname=x_name,vname=v_name,title="",name="tput_ycsb_scaling_med",xlab="Server Count",new_cfgs=lst,logscalex=True)
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,v_name,constants={"TXN_WRITE_PERC":0.5,"ZIPF_THETA":0.6})
latency(x_vals,v_vals,summary,summary_cl,cfg_fmt=fmt,cfg=list(exp),xname=x_name,vname=v_name,title="",name="latency_ycsb_scaling_med",xlab="Server Count",new_cfgs=lst,logscalex=True)
nfmt,nexp = ycsb_scaling()
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,v_name,constants={"TXN_WRITE_PERC":0.5,"ZIPF_THETA":0.6})
time_breakdown_line(x_vals,v_vals,summary,cfg_fmt=fmt,cfg=list(exp),xname=x_name,vname=v_name,title="",name="time_break_line_ycsb_scaling_med",xlab="Server Count",new_cfgs=lst,logscalex=True)
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,v_name,constants={"TXN_WRITE_PERC":0.5,"ZIPF_THETA":0.6})
abort_rate(x_vals,v_vals,summary,summary_cl,cfg_fmt=fmt,cfg=list(exp),xname=x_name,vname=v_name,title="",name="aborts_ycsb_scaling_med",xlab="Server Count",new_cfgs=lst,logscalex=True)
nfmt,nexp = ycsb_scaling()
x_name = "CC_ALG"
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,'',constants={"NODE_CNT":16,"TXN_WRITE_PERC":0.5,"ZIPF_THETA":0.6})
time_breakdown(x_vals,summary,xname=x_name,title='',name='breakdown_ycsb_scaling_med',cfg_fmt=fmt,cfg=list(exp),normalized=True,new_cfgs=lst)
nfmt,nexp = ycsb_scaling()
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,'',constants={"NODE_CNT":16,"TXN_WRITE_PERC":0.5,"ZIPF_THETA":0.6})
latency_breakdown(x_vals,summary,xname=x_name,title='',name='latency_breakdown_ycsb_scaling_med',cfg_fmt=fmt,cfg=list(exp),normalized=False,new_cfgs=lst)
x_name = "NODE_CNT"
v_name = "CC_ALG"
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,v_name,constants={"TXN_WRITE_PERC":0.5,"ZIPF_THETA":0.7})
time_breakdown_line(x_vals,v_vals,summary,cfg_fmt=fmt,cfg=list(exp),xname=x_name,vname=v_name,title="",name="time_break_line_ycsb_scaling_high",xlab="Server Count",new_cfgs=lst,logscalex=True)
tput(x_vals,v_vals,summary,summary_cl,cfg_fmt=fmt,cfg=list(exp),xname=x_name,vname=v_name,title="",name="tput_ycsb_scaling_high",xlab="Server Count",new_cfgs=lst,logscalex=True)
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,v_name,constants={"TXN_WRITE_PERC":0.5,"ZIPF_THETA":0.7})
latency(x_vals,v_vals,summary,summary_cl,cfg_fmt=fmt,cfg=list(exp),xname=x_name,vname=v_name,title="",name="latency_ycsb_scaling_high",xlab="Server Count",new_cfgs=lst,logscalex=True)
abort_rate(x_vals,v_vals,summary,summary_cl,cfg_fmt=fmt,cfg=list(exp),xname=x_name,vname=v_name,title="",name="aborts_ycsb_scaling_high",xlab="Server Count",new_cfgs=lst,logscalex=True)
nfmt,nexp = ycsb_scaling()
x_name = "CC_ALG"
x_vals,v_vals,fmt,exp,lst = plot_prep(nexp,nfmt,x_name,'',constants={"NODE_CNT":16,"TXN_WRITE_PERC":0.5,"ZIPF_THETA":0.7})
time_breakdown(x_vals,summary,xname=x_name,title='',name='breakdown_ycsb_scaling_high',cfg_fmt=fmt,cfg=list(exp),normalized=True,new_cfgs=lst)
