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csv_stats.lua
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csv_stats.lua
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module(..., package.seeall)
local S = require("syscall")
local shm = require("core.shm")
local timer = require("core.timer")
local engine = require("core.app")
local config = require("core.config")
local counter = require("core.counter")
CSVStatsTimer = {}
local function open_link_counters(pid)
local counters = {}
for _, linkspec in ipairs(shm.children("/"..pid.."/links")) do
local fa, fl, ta, tl = config.parse_link(linkspec)
local link = shm.open_frame("/"..pid.."/links/"..linkspec)
if not counters[fa] then counters[fa] = {input={},output={}} end
if not counters[ta] then counters[ta] = {input={},output={}} end
counters[fa].output[fl] = link
counters[ta].input[tl] = link
end
return counters
end
-- A timer that monitors packet rate and bit rate on a set of links,
-- printing the data out to a CSV file.
--
-- Standard mode example (default):
--
-- Time (s),decap MPPS,decap Gbps,encap MPPS,encap Gbps
-- 0.999197,3.362784,13.720160,3.362886,15.872824
-- 1.999181,3.407569,13.902880,3.407569,16.083724
--
-- Hydra mode example:
--
-- benchmark,id,score,unit
-- decap_mpps,1,3.362784,mpps
-- decap_gbps,1,13.720160,gbps
-- encap_mpps,1,3.362886,mpps
-- encap_gbps,1,15.872824,gbps
-- decap_mpps,2,3.407569,mpps
-- decap_gbps,2,13.902880,gbps
-- encap_mpps,2,3.407569,mpps
-- encap_gbps,2,16.083724,gbps
--
function CSVStatsTimer:new(filename, hydra_mode, pid)
local file = filename and io.open(filename, "w") or io.stdout
local o = { hydra_mode=hydra_mode, link_data={}, file=file, period=1,
header = hydra_mode and "benchmark,id,score,unit" or "Time (s)"}
o.ready = false
o.deferred_apps = {}
o.pid = pid or S.getpid()
return setmetatable(o, {__index = CSVStatsTimer})
end
function CSVStatsTimer:resolve_app(deferred)
local id, links, link_names = unpack(assert(deferred))
self.links_by_app = open_link_counters(self.pid)
local app = self.links_by_app[id]
if not app then return false end
local resolved_links = {}
for _,name in ipairs(links) do
local link = app.input[name] or app.output[name]
-- If we didn't find these links, allow a link name of "rx" to be
-- equivalent to an input named "input", and likewise for "tx" and
-- outputs named "output". This papers over intel_mp versus
-- intel10g differences, and is especially useful when accessing
-- remote counters where you don't know what driver the data plane
-- using.
if not link then
if name == 'rx' then link = app.input.input end
if name == 'tx' then link = app.output.output end
end
if not link then return false end
table.insert(resolved_links, {name, link})
end
for _, resolved_link in ipairs(resolved_links) do
local name, link = unpack(resolved_link)
local link_name = link_names[name] or name
local data = {
link_name = link_name,
txpackets = link.txpackets,
txbytes = link.txbytes,
avg_mpps = nil,
avg_gbps = nil
}
if not self.hydra_mode then
local h = (',%s MPPS,%s Gbps'):format(link_name, link_name)
self.header = self.header..h
end
table.insert(self.link_data, data)
end
return true
end
-- Add links from an app whose identifier is ID to the CSV timer. If
-- present, LINKS is an array of strings identifying a subset of links
-- to monitor. The optional LINK_NAMES table maps link names to
-- human-readable names, for the column headers.
function CSVStatsTimer:add_app(id, links, link_names)
-- Because we are usually measuring counters from another process and
-- that process is probably spinning up as we are installing the
-- counter, we defer the resolve operation and try to resolve it from
-- inside the timer.
table.insert(self.deferred_apps, {id, links, link_names})
end
function CSVStatsTimer:set_period(period) self.period = period end
-- Activate the timer with a period of PERIOD seconds.
function CSVStatsTimer:start()
local function tick() return self:tick() end
self.tick_timer = timer.new('csv_stats', tick, self.period*1e9, 'repeating')
tick()
timer.activate(self.tick_timer)
end
function CSVStatsTimer:stop()
self:tick() -- ?
timer.cancel(self.tick_timer)
self:summary()
end
function CSVStatsTimer:is_ready()
if self.ready then return true end
for i,data in ipairs(self.deferred_apps) do
if not data then
-- pass
elseif self:resolve_app(data) then
self.deferred_apps[i] = false
else
return false
end
end
-- print header
self.file:write(self.header..'\n')
self.file:flush()
self.start = engine.now()
self.prev_elapsed = 0
for _,data in ipairs(self.link_data) do
data.prev_txpackets = counter.read(data.txpackets)
data.prev_txbytes = counter.read(data.txbytes)
end
self.ready = true
-- Return false for the last time, so that our first reading is
-- legit.
return false
end
function CSVStatsTimer:tick()
if not self:is_ready() then return end
local elapsed = engine.now() - self.start
local dt = elapsed - self.prev_elapsed
self.prev_elapsed = elapsed
if not self.hydra_mode then
self.file:write(('%f'):format(elapsed))
end
for _,data in ipairs(self.link_data) do
local txpackets = counter.read(data.txpackets)
local txbytes = counter.read(data.txbytes)
local diff_txpackets = tonumber(txpackets - data.prev_txpackets) / dt / 1e6
local diff_txbytes = tonumber(txbytes - data.prev_txbytes) * 8 / dt / 1e9
data.prev_txpackets = txpackets
data.prev_txbytes = txbytes
data.avg_mpps = (data.avg_mpps and (data.avg_mpps + diff_txpackets) / 2) or diff_txpackets
data.avg_gbps = (data.avg_gbps and (data.avg_gbps + diff_txbytes) / 2) or diff_txbytes
if self.hydra_mode then
-- Hydra reports seem to prefer integers for the X (time) axis.
self.file:write(('%s_mpps,%.f,%f,mpps\n'):format(
data.link_name,elapsed,diff_txpackets))
self.file:write(('%s_gbps,%.f,%f,gbps\n'):format(
data.link_name,elapsed,diff_txbytes))
else
self.file:write((',%f'):format(diff_txpackets))
self.file:write((',%f'):format(diff_txbytes))
end
end
if not self.hydra_mode then
self.file:write('\n')
end
self.file:flush()
end
function CSVStatsTimer:summary()
if not self.hydra_mode then
for _,data in ipairs(self.link_data) do
if data.avg_mpps then
self.file:write(('%s avg. Mpps: %f\n'):format(data.link_name, data.avg_mpps))
end
if data.avg_gbps then
self.file:write(('%s avg. Gbps: %f\n'):format(data.link_name, data.avg_gbps))
end
end
end
end