Add LustreJobstatCollector (server-side) and prepare LustreCollector (client-side) for common parser

This commit is contained in:
Thomas Roehl 2022-10-07 18:49:31 +02:00
parent ed511b7c09
commit b973e8ac9c
5 changed files with 700 additions and 201 deletions

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@ -20,6 +20,7 @@ var AvailableCollectors = map[string]MetricCollector{
"netstat": new(NetstatCollector),
"ibstat": new(InfinibandCollector),
"lustrestat": new(LustreCollector),
"lustre_jobstat": new(LustreJobstatCollector),
"cpustat": new(CpustatCollector),
"topprocs": new(TopProcsCollector),
"nvidia": new(NvidiaCollector),

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@ -0,0 +1,270 @@
package collectors
import (
"encoding/json"
"errors"
"os/exec"
"regexp"
"strings"
"time"
cclog "github.com/ClusterCockpit/cc-metric-collector/internal/ccLogger"
lp "github.com/ClusterCockpit/cc-metric-collector/internal/ccMetric"
)
type LustreJobstatCollectorConfig struct {
LCtlCommand string `json:"lctl_command,omitempty"`
ExcludeMetrics []string `json:"exclude_metrics,omitempty"`
Sudo bool `json:"use_sudo,omitempty"`
SendAbsoluteValues bool `json:"send_abs_values,omitempty"`
SendDerivedValues bool `json:"send_derived_values,omitempty"`
SendDiffValues bool `json:"send_diff_values,omitempty"`
JobRegex string `json:"jobid_regex,omitempty"`
}
type LustreJobstatCollector struct {
metricCollector
tags map[string]string
config LustreJobstatCollectorConfig
lctl string
sudoCmd string
lastTimestamp time.Time // Store time stamp of last tick to derive bandwidths
definitions []LustreMetricDefinition // Combined list without excluded metrics
//stats map[string]map[string]int64 // Data for last value per device and metric
lastMdtData *map[string]map[string]LustreMetricData
lastObdfilterData *map[string]map[string]LustreMetricData
jobidRegex *regexp.Regexp
}
var defaultJobidRegex = `^(?P<jobid>[\d\w\.]+)$`
var LustreMetricJobstatsDefinition = []LustreMetricDefinition{
{
name: "lustre_job_read_samples",
lineprefix: "read",
offsetname: "samples",
unit: "requests",
calc: "none",
},
{
name: "lustre_job_read_min_bytes",
lineprefix: "read_bytes",
offsetname: "min",
unit: "bytes",
calc: "none",
},
{
name: "lustre_job_read_max_bytes",
lineprefix: "read_bytes",
offsetname: "max",
unit: "bytes",
calc: "none",
},
}
func (m *LustreJobstatCollector) executeLustreCommand(option string) []string {
return executeLustreCommand(m.sudoCmd, m.lctl, LCTL_OPTION, option, m.config.Sudo)
}
func (m *LustreJobstatCollector) Init(config json.RawMessage) error {
var err error
m.name = "LustreJobstatCollector"
m.parallel = true
m.config.JobRegex = defaultJobidRegex
m.config.SendAbsoluteValues = true
if len(config) > 0 {
err = json.Unmarshal(config, &m.config)
if err != nil {
return err
}
}
m.setup()
m.tags = map[string]string{"type": "jobid"}
m.meta = map[string]string{"source": m.name, "group": "Lustre", "scope": "job"}
// Lustre file system statistics can only be queried by user root
// or with password-less sudo
// if !m.config.Sudo {
// user, err := user.Current()
// if err != nil {
// cclog.ComponentError(m.name, "Failed to get current user:", err.Error())
// return err
// }
// if user.Uid != "0" {
// cclog.ComponentError(m.name, "Lustre file system statistics can only be queried by user root")
// return err
// }
// } else {
// p, err := exec.LookPath("sudo")
// if err != nil {
// cclog.ComponentError(m.name, "Cannot find 'sudo'")
// return err
// }
// m.sudoCmd = p
// }
p, err := exec.LookPath(m.config.LCtlCommand)
if err != nil {
p, err = exec.LookPath(LCTL_CMD)
if err != nil {
return err
}
}
m.lctl = p
m.definitions = make([]LustreMetricDefinition, 0)
if m.config.SendAbsoluteValues {
for _, def := range LustreMetricJobstatsDefinition {
if _, skip := stringArrayContains(m.config.ExcludeMetrics, def.name); !skip {
m.definitions = append(m.definitions, def)
}
}
}
if len(m.definitions) == 0 {
return errors.New("no metrics to collect")
}
x := make(map[string]map[string]LustreMetricData)
m.lastMdtData = &x
x = make(map[string]map[string]LustreMetricData)
m.lastObdfilterData = &x
if len(m.config.JobRegex) > 0 {
jregex := strings.ReplaceAll(m.config.JobRegex, "%", "\\")
r, err := regexp.Compile(jregex)
if err == nil {
m.jobidRegex = r
} else {
cclog.ComponentError(m.name, "Cannot compile jobid regex")
return err
}
}
m.lastTimestamp = time.Now()
m.init = true
return nil
}
func (m *LustreJobstatCollector) Read(interval time.Duration, output chan lp.CCMetric) {
if !m.init {
return
}
getValue := func(data map[string]map[string]LustreMetricData, device string, jobid string, operation string, field string) int64 {
var value int64 = -1
if ddata, ok := data[device]; ok {
if jdata, ok := ddata[jobid]; ok {
if opdata, ok := jdata.op_data[operation]; ok {
if v, ok := opdata[field]; ok {
value = v
}
}
}
}
return value
}
jobIdToTags := func(jobregex *regexp.Regexp, job string) map[string]string {
tags := make(map[string]string)
groups := jobregex.SubexpNames()
for _, match := range jobregex.FindAllStringSubmatch(job, -1) {
for groupIdx, group := range match {
if len(groups[groupIdx]) > 0 {
tags[groups[groupIdx]] = group
}
}
}
return tags
}
generateMetric := func(definition LustreMetricDefinition, data map[string]map[string]LustreMetricData, last map[string]map[string]LustreMetricData, now time.Time) {
tdiff := now.Sub(m.lastTimestamp)
for dev, ddata := range data {
for jobid, jdata := range ddata {
jobtags := jobIdToTags(m.jobidRegex, jobid)
if _, ok := jobtags["jobid"]; !ok {
continue
}
cur := getValue(data, dev, jobid, definition.lineprefix, definition.offsetname)
old := getValue(last, dev, jobid, definition.lineprefix, definition.offsetname)
var x interface{} = -1
var valid = false
switch definition.calc {
case "none":
x = cur
valid = true
case "difference":
if len(last) > 0 {
if old >= 0 {
x = cur - old
valid = true
}
}
case "derivative":
if len(last) > 0 {
if old >= 0 {
x = float64(cur-old) / tdiff.Seconds()
valid = true
}
}
}
if valid {
y, err := lp.New(definition.name, m.tags, m.meta, map[string]interface{}{"value": x}, now)
if err == nil {
y.AddTag("stype", "device")
y.AddTag("stype-id", dev)
if j, ok := jobtags["jobid"]; ok {
y.AddTag("type-id", j)
} else {
y.AddTag("type-id", jobid)
}
for k, v := range jobtags {
switch k {
case "jobid":
case "hostname":
y.AddTag("hostname", v)
default:
y.AddMeta(k, v)
}
}
if len(definition.unit) > 0 {
y.AddMeta("unit", definition.unit)
} else {
if unit, ok := jdata.op_units[definition.lineprefix]; ok {
y.AddMeta("unit", unit)
}
}
output <- y
}
}
}
}
}
now := time.Now()
mdt_lines := m.executeLustreCommand("mdt.*.job_stats")
if len(mdt_lines) > 0 {
mdt_data := readCommandOutput(mdt_lines)
for _, def := range m.definitions {
generateMetric(def, mdt_data, *m.lastMdtData, now)
}
m.lastMdtData = &mdt_data
}
obdfilter_lines := m.executeLustreCommand("obdfilter.*.job_stats")
if len(obdfilter_lines) > 0 {
obdfilter_data := readCommandOutput(obdfilter_lines)
for _, def := range m.definitions {
generateMetric(def, obdfilter_data, *m.lastObdfilterData, now)
}
m.lastObdfilterData = &obdfilter_data
}
m.lastTimestamp = now
}
func (m *LustreJobstatCollector) Close() {
m.init = false
}

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@ -0,0 +1,35 @@
## `lustre_jobstat` collector
**Note**: This collector is meant to run on the Lustre servers, **not** the clients
The Lustre filesystem provides a feature (`job_stats`) to group processes on client side with an identifier string (like a compute job with its jobid) and retrieve the file system operation counts on the server side. Check the section [How to configure `job_stats`]() for more information.
### Configuration
```json
"lustre_jobstat_": {
"lctl_command": "/path/to/lctl",
"use_sudo": false,
"exclude_metrics": [
"setattr",
"getattr"
],
"send_abs_values" : true,
"jobid_regex" : "^(?P<jobid>[%d%w%.]+)$"
}
```
The `lustre_jobstat` collector uses the `lctl` application with the `get_param` option to get all `mdt.*.job_stats` and `obdfilter.*.job_stats` metrics. These metrics are only available for root users. If password-less sudo is configured, you can enable `sudo` in the configuration. In the `exclude_metrics` list, some metrics can be excluded to reduce network traffic and storage. With the `send_abs_values` flag, the collector sends absolute values for the configured metrics. The `jobid_regex` can be used to split the Lustre `job_stats` identifier into multiple parts. Since JSON cannot handle strings like `\d`, use `%` instead of `\`.
Metrics:
- `lustre_job_read_samples` (unit: `requests`)
- `lustre_job_read_min_bytes` (unit: `bytes`)
- `lustre_job_read_max_bytes` (unit: `bytes`)
The collector adds the tags: `type=jobid,typeid=<jobid_from_regex>,stype=device,stype=<device_name_from_output>`.
The collector adds the mega information: `unit=<unit>,scope=job`
### How to configure `job_stats`

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@ -14,10 +14,6 @@ import (
lp "github.com/ClusterCockpit/cc-metric-collector/internal/ccMetric"
)
const LUSTRE_SYSFS = `/sys/fs/lustre`
const LCTL_CMD = `lctl`
const LCTL_OPTION = `get_param`
type LustreCollectorConfig struct {
LCtlCommand string `json:"lctl_command,omitempty"`
ExcludeMetrics []string `json:"exclude_metrics,omitempty"`
@ -27,14 +23,6 @@ type LustreCollectorConfig struct {
SendDiffValues bool `json:"send_diff_values,omitempty"`
}
type LustreMetricDefinition struct {
name string
lineprefix string
lineoffset int
unit string
calc string
}
type LustreCollector struct {
metricCollector
tags map[string]string
@ -46,17 +34,209 @@ type LustreCollector struct {
stats map[string]map[string]int64 // Data for last value per device and metric
}
func (m *LustreCollector) getDeviceDataCommand(device string) []string {
var command *exec.Cmd
statsfile := fmt.Sprintf("llite.%s.stats", device)
if m.config.Sudo {
command = exec.Command(m.sudoCmd, m.lctl, LCTL_OPTION, statsfile)
} else {
command = exec.Command(m.lctl, LCTL_OPTION, statsfile)
var LustreAbsMetrics = []LustreMetricDefinition{
{
name: "lustre_read_requests",
lineprefix: "read_bytes",
lineoffset: 1,
offsetname: "samples",
unit: "requests",
calc: "none",
},
{
name: "lustre_write_requests",
lineprefix: "write_bytes",
lineoffset: 1,
offsetname: "samples",
unit: "requests",
calc: "none",
},
{
name: "lustre_read_bytes",
lineprefix: "read_bytes",
lineoffset: 6,
offsetname: "sum",
unit: "bytes",
calc: "none",
},
{
name: "lustre_write_bytes",
lineprefix: "write_bytes",
lineoffset: 6,
offsetname: "sum",
unit: "bytes",
calc: "none",
},
{
name: "lustre_open",
lineprefix: "open",
lineoffset: 1,
offsetname: "samples",
unit: "",
calc: "none",
},
{
name: "lustre_close",
lineprefix: "close",
lineoffset: 1,
offsetname: "samples",
unit: "",
calc: "none",
},
{
name: "lustre_setattr",
lineprefix: "setattr",
lineoffset: 1,
offsetname: "samples",
unit: "",
calc: "none",
},
{
name: "lustre_getattr",
lineprefix: "getattr",
lineoffset: 1,
offsetname: "samples",
unit: "",
calc: "none",
},
{
name: "lustre_statfs",
lineprefix: "statfs",
lineoffset: 1,
offsetname: "samples",
unit: "",
calc: "none",
},
{
name: "lustre_inode_permission",
lineprefix: "inode_permission",
lineoffset: 1,
offsetname: "samples",
unit: "",
calc: "none",
},
}
command.Wait()
stdout, _ := command.Output()
return strings.Split(string(stdout), "\n")
var LustreDiffMetrics = []LustreMetricDefinition{
{
name: "lustre_read_requests_diff",
lineprefix: "read_bytes",
lineoffset: 1,
offsetname: "samples",
unit: "requests",
calc: "difference",
},
{
name: "lustre_write_requests_diff",
lineprefix: "write_bytes",
lineoffset: 1,
offsetname: "samples",
unit: "requests",
calc: "difference",
},
{
name: "lustre_read_bytes_diff",
lineprefix: "read_bytes",
lineoffset: 6,
offsetname: "sum",
unit: "bytes",
calc: "difference",
},
{
name: "lustre_write_bytes_diff",
lineprefix: "write_bytes",
lineoffset: 6,
offsetname: "sum",
unit: "bytes",
calc: "difference",
},
{
name: "lustre_open_diff",
lineprefix: "open",
lineoffset: 1,
offsetname: "samples",
unit: "",
calc: "difference",
},
{
name: "lustre_close_diff",
lineprefix: "close",
lineoffset: 1,
offsetname: "samples",
unit: "",
calc: "difference",
},
{
name: "lustre_setattr_diff",
lineprefix: "setattr",
lineoffset: 1,
offsetname: "samples",
unit: "",
calc: "difference",
},
{
name: "lustre_getattr_diff",
lineprefix: "getattr",
lineoffset: 1,
offsetname: "samples",
unit: "",
calc: "difference",
},
{
name: "lustre_statfs_diff",
lineprefix: "statfs",
lineoffset: 1,
offsetname: "samples",
unit: "",
calc: "difference",
},
{
name: "lustre_inode_permission_diff",
lineprefix: "inode_permission",
lineoffset: 1,
offsetname: "samples",
unit: "",
calc: "difference",
},
}
var LustreDeriveMetrics = []LustreMetricDefinition{
{
name: "lustre_read_requests_rate",
lineprefix: "read_bytes",
lineoffset: 1,
offsetname: "samples",
unit: "requests/sec",
calc: "derivative",
},
{
name: "lustre_write_requests_rate",
lineprefix: "write_bytes",
lineoffset: 1,
offsetname: "samples",
unit: "requests/sec",
calc: "derivative",
},
{
name: "lustre_read_bw",
lineprefix: "read_bytes",
lineoffset: 6,
offsetname: "sum",
unit: "bytes/sec",
calc: "derivative",
},
{
name: "lustre_write_bw",
lineprefix: "write_bytes",
lineoffset: 6,
offsetname: "sum",
unit: "bytes/sec",
calc: "derivative",
},
}
func (m *LustreCollector) getDeviceDataCommand(device string) []string {
return executeLustreCommand(m.sudoCmd, m.lctl, LCTL_OPTION, fmt.Sprintf("llite.%s.stats", device), m.config.Sudo)
}
func (m *LustreCollector) getDevices() []string {
@ -108,183 +288,6 @@ func getMetricData(lines []string, prefix string, offset int) (int64, error) {
// return strings.Split(string(buffer), "\n")
// }
var LustreAbsMetrics = []LustreMetricDefinition{
{
name: "lustre_read_requests",
lineprefix: "read_bytes",
lineoffset: 1,
unit: "requests",
calc: "none",
},
{
name: "lustre_write_requests",
lineprefix: "write_bytes",
lineoffset: 1,
unit: "requests",
calc: "none",
},
{
name: "lustre_read_bytes",
lineprefix: "read_bytes",
lineoffset: 6,
unit: "bytes",
calc: "none",
},
{
name: "lustre_write_bytes",
lineprefix: "write_bytes",
lineoffset: 6,
unit: "bytes",
calc: "none",
},
{
name: "lustre_open",
lineprefix: "open",
lineoffset: 1,
unit: "",
calc: "none",
},
{
name: "lustre_close",
lineprefix: "close",
lineoffset: 1,
unit: "",
calc: "none",
},
{
name: "lustre_setattr",
lineprefix: "setattr",
lineoffset: 1,
unit: "",
calc: "none",
},
{
name: "lustre_getattr",
lineprefix: "getattr",
lineoffset: 1,
unit: "",
calc: "none",
},
{
name: "lustre_statfs",
lineprefix: "statfs",
lineoffset: 1,
unit: "",
calc: "none",
},
{
name: "lustre_inode_permission",
lineprefix: "inode_permission",
lineoffset: 1,
unit: "",
calc: "none",
},
}
var LustreDiffMetrics = []LustreMetricDefinition{
{
name: "lustre_read_requests_diff",
lineprefix: "read_bytes",
lineoffset: 1,
unit: "requests",
calc: "difference",
},
{
name: "lustre_write_requests_diff",
lineprefix: "write_bytes",
lineoffset: 1,
unit: "requests",
calc: "difference",
},
{
name: "lustre_read_bytes_diff",
lineprefix: "read_bytes",
lineoffset: 6,
unit: "bytes",
calc: "difference",
},
{
name: "lustre_write_bytes_diff",
lineprefix: "write_bytes",
lineoffset: 6,
unit: "bytes",
calc: "difference",
},
{
name: "lustre_open_diff",
lineprefix: "open",
lineoffset: 1,
unit: "",
calc: "difference",
},
{
name: "lustre_close_diff",
lineprefix: "close",
lineoffset: 1,
unit: "",
calc: "difference",
},
{
name: "lustre_setattr_diff",
lineprefix: "setattr",
lineoffset: 1,
unit: "",
calc: "difference",
},
{
name: "lustre_getattr_diff",
lineprefix: "getattr",
lineoffset: 1,
unit: "",
calc: "difference",
},
{
name: "lustre_statfs_diff",
lineprefix: "statfs",
lineoffset: 1,
unit: "",
calc: "difference",
},
{
name: "lustre_inode_permission_diff",
lineprefix: "inode_permission",
lineoffset: 1,
unit: "",
calc: "difference",
},
}
var LustreDeriveMetrics = []LustreMetricDefinition{
{
name: "lustre_read_requests_rate",
lineprefix: "read_bytes",
lineoffset: 1,
unit: "requests/sec",
calc: "derivative",
},
{
name: "lustre_write_requests_rate",
lineprefix: "write_bytes",
lineoffset: 1,
unit: "requests/sec",
calc: "derivative",
},
{
name: "lustre_read_bw",
lineprefix: "read_bytes",
lineoffset: 6,
unit: "bytes/sec",
calc: "derivative",
},
{
name: "lustre_write_bw",
lineprefix: "write_bytes",
lineoffset: 6,
unit: "bytes/sec",
calc: "derivative",
},
}
func (m *LustreCollector) Init(config json.RawMessage) error {
var err error
m.name = "LustreCollector"
@ -297,7 +300,7 @@ func (m *LustreCollector) Init(config json.RawMessage) error {
}
m.setup()
m.tags = map[string]string{"type": "node"}
m.meta = map[string]string{"source": m.name, "group": "Lustre"}
m.meta = map[string]string{"source": m.name, "group": "Lustre", "scope": "node"}
// Lustre file system statistics can only be queried by user root
// or with password-less sudo

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@ -0,0 +1,190 @@
package collectors
import (
"fmt"
"os/exec"
"regexp"
"strconv"
"strings"
)
const LUSTRE_SYSFS = `/sys/fs/lustre`
const LCTL_CMD = `lctl`
const LCTL_OPTION = `get_param`
type LustreMetricDefinition struct {
name string
lineprefix string
lineoffset int
offsetname string
unit string
calc string
}
type LustreMetricData struct {
sample_time int64
start_time int64
elapsed_time int64
op_data map[string]map[string]int64
op_units map[string]string
sample_time_unit string
start_time_unit string
elapsed_time_unit string
}
var devicePattern = regexp.MustCompile(`^[\w\d\-_]+\.([\w\d\-_]+)\.[\w\d\-_]+=$`)
var jobPattern = regexp.MustCompile(`^-\s*job_id:\s*([\w\d\-_\.:]+)$`)
var snapshotPattern = regexp.MustCompile(`^\s*snapshot_time\s*:\s*([\d\.]+)\s*([\w\d\-_\.]*)$`)
var startPattern = regexp.MustCompile(`^\s*start_time\s*:\s*([\d\.]+)\s*([\w\d\-_\.]*)$`)
var elapsedPattern = regexp.MustCompile(`^\s*elapsed_time\s*:\s*([\d\.]+)\s*([\w\d\-_\.]*)$`)
var linePattern = regexp.MustCompile(`^\s*([\w\d\-_\.]+):\s*\{\s*samples:\s*([\d\.]+),\s*unit:\s*([\w\d\-_\.]+),\s*min:\s*([\d\.]+),\s*max:\s*([\d\.]+),\s*sum:\s*([\d\.]+),\s*sumsq:\s*([\d\.]+)\s*\}`)
func executeLustreCommand(sudo, lctl, option, search string, use_sudo bool) []string {
var command *exec.Cmd
if use_sudo {
command = exec.Command(sudo, lctl, option, search)
} else {
command = exec.Command(lctl, option, search)
}
command.Wait()
stdout, _ := command.Output()
return strings.Split(string(stdout), "\n")
}
func splitTree(lines []string, splitRegex *regexp.Regexp) map[string][]string {
entries := make(map[string][]string)
ent_lines := make([]int, 0)
for i, l := range lines {
m := splitRegex.FindStringSubmatch(l)
if len(m) == 2 {
ent_lines = append(ent_lines, i)
}
}
if len(ent_lines) > 0 {
for i, idx := range ent_lines[:len(ent_lines)-1] {
m := splitRegex.FindStringSubmatch(lines[idx])
entries[m[1]] = lines[idx+1 : ent_lines[i+1]]
}
last := ent_lines[len(ent_lines)-1]
m := splitRegex.FindStringSubmatch(lines[last])
entries[m[1]] = lines[last:]
}
return entries
}
func readDevices(lines []string) map[string][]string {
return splitTree(lines, devicePattern)
}
func readJobs(lines []string) map[string][]string {
return splitTree(lines, jobPattern)
}
func readJobdata(lines []string) LustreMetricData {
jobdata := LustreMetricData{
op_data: make(map[string]map[string]int64),
op_units: make(map[string]string),
sample_time: 0,
sample_time_unit: "nsec",
start_time: 0,
start_time_unit: "nsec",
elapsed_time: 0,
elapsed_time_unit: "nsec",
}
parseTime := func(value, unit string) int64 {
var t int64 = 0
if len(unit) == 0 {
unit = "secs"
}
values := strings.Split(value, ".")
units := strings.Split(unit, ".")
if len(values) != len(units) {
fmt.Printf("Invalid time specification '%s' and '%s'\n", value, unit)
}
for i, v := range values {
if len(units) > i {
s, err := strconv.ParseInt(v, 10, 64)
if err == nil {
switch units[i] {
case "secs":
t += s * 1e9
case "msecs":
t += s * 1e6
case "usecs":
t += s * 1e3
case "nsecs":
t += s
}
}
}
}
return t
}
parseNumber := func(value string) int64 {
s, err := strconv.ParseInt(value, 10, 64)
if err == nil {
return s
}
return 0
}
for _, l := range lines {
if jobdata.sample_time == 0 {
m := snapshotPattern.FindStringSubmatch(l)
if len(m) == 3 {
if len(m[2]) > 0 {
jobdata.sample_time = parseTime(m[1], m[2])
} else {
jobdata.sample_time = parseTime(m[1], "secs")
}
}
}
if jobdata.start_time == 0 {
m := startPattern.FindStringSubmatch(l)
if len(m) == 3 {
if len(m[2]) > 0 {
jobdata.start_time = parseTime(m[1], m[2])
} else {
jobdata.start_time = parseTime(m[1], "secs")
}
}
}
if jobdata.elapsed_time == 0 {
m := elapsedPattern.FindStringSubmatch(l)
if len(m) == 3 {
if len(m[2]) > 0 {
jobdata.elapsed_time = parseTime(m[1], m[2])
} else {
jobdata.elapsed_time = parseTime(m[1], "secs")
}
}
}
m := linePattern.FindStringSubmatch(l)
if len(m) == 8 {
jobdata.op_units[m[1]] = m[3]
jobdata.op_data[m[1]] = map[string]int64{
"samples": parseNumber(m[2]),
"min": parseNumber(m[4]),
"max": parseNumber(m[5]),
"sum": parseNumber(m[6]),
"sumsq": parseNumber(m[7]),
}
}
}
return jobdata
}
func readCommandOutput(lines []string) map[string]map[string]LustreMetricData {
var data map[string]map[string]LustreMetricData = make(map[string]map[string]LustreMetricData)
devs := readDevices(lines)
for d, ddata := range devs {
data[d] = make(map[string]LustreMetricData)
jobs := readJobs(ddata)
for j, jdata := range jobs {
x := readJobdata(jdata)
data[d][j] = x
}
}
return data
}