Files
fn-serverless/api/runner/drivers/docker/docker.go
Reed Allman 3ff28163db fix task memory
prior to this patch we were allowing 256MB for every function run, just
because that was the default for the docker driver and we were not using the
memory field on any given route configuration. this fixes that, now docker
containers will get the correct memory limit passed into the container from
the route. the default is still 128.

there is also an env var now, `MEMORY_MB` that is set on each function call,
see the linked issue below for rationale.

closes #186

ran the given function code from #186, and now i only see allocations up to
32MB before the function is killed. yay.

notes:

there is no max for memory. for open source fn i'm not sure we want to
cap it, really. in the services repo we probably should add a cap before prod.
since we don't know any given fn server's ram, we can't try to make sure the
setting on any given route is something that can even be run.

remove envconfig & bytefmt

this updates the glide.yaml file to remove the unused deps, but trying to
install fresh is broken atm so i couldn't remove from vendor/, going to fix
separately (next update we just won't get these). also changed the skip dir to
be the cli dir now that its name has changed (related to brokenness).

fix how ram slots were being allocated. integer division is significantly
slower than subtraction.
2017-08-02 19:09:16 -07:00

561 lines
19 KiB
Go

package docker
import (
"context"
"crypto/tls"
"fmt"
"io"
"net"
"net/http"
"net/url"
"os"
"path"
"strings"
"time"
"github.com/Sirupsen/logrus"
manifest "github.com/docker/distribution/manifest/schema1"
"github.com/fnproject/fn/api/runner/common"
"github.com/fnproject/fn/api/runner/drivers"
"github.com/fsouza/go-dockerclient"
"github.com/heroku/docker-registry-client/registry"
"github.com/opentracing/opentracing-go"
)
const hubURL = "https://registry.hub.docker.com"
var registryClient = &http.Client{
Transport: &http.Transport{
Dial: (&net.Dialer{
Timeout: 10 * time.Second,
KeepAlive: 2 * time.Minute,
}).Dial,
TLSClientConfig: &tls.Config{
ClientSessionCache: tls.NewLRUClientSessionCache(8192),
},
TLSHandshakeTimeout: 10 * time.Second,
MaxIdleConnsPerHost: 32, // TODO tune; we will likely be making lots of requests to same place
Proxy: http.ProxyFromEnvironment,
IdleConnTimeout: 90 * time.Second,
MaxIdleConns: 512,
ExpectContinueTimeout: 1 * time.Second,
},
}
// A drivers.ContainerTask should implement the Auther interface if it would
// like to use not-necessarily-public docker images for any or all task
// invocations.
type Auther interface {
// DockerAuth should return docker auth credentials that will authenticate
// against a docker registry for a given drivers.ContainerTask.Image(). An
// error may be returned which will cause the task not to be run, this can be
// useful for an implementer to do things like testing auth configurations
// before returning them; e.g. if the implementer would like to impose
// certain restrictions on images or if credentials must be acquired right
// before runtime and there's an error doing so. If these credentials don't
// work, the docker pull will fail and the task will be set to error status.
DockerAuth() (docker.AuthConfiguration, error)
}
type runResult struct {
error
status string
start time.Time
}
func (r *runResult) Error() string {
if r.error == nil {
return ""
}
return r.error.Error()
}
func (r *runResult) Status() string { return r.status }
func (r *runResult) UserVisible() bool { return common.IsUserVisibleError(r.error) }
func (r *runResult) StartTime() time.Time { return r.start }
type DockerDriver struct {
conf drivers.Config
docker dockerClient // retries on *docker.Client, restricts ad hoc *docker.Client usage / retries
hostname string
*common.Environment
}
// implements drivers.Driver
func NewDocker(env *common.Environment, conf drivers.Config) *DockerDriver {
hostname, err := os.Hostname()
if err != nil {
logrus.WithError(err).Fatal("couldn't resolve hostname")
}
return &DockerDriver{
conf: conf,
docker: newClient(env),
hostname: hostname,
Environment: env,
}
}
// CheckRegistry will return a sizer, which can be used to check the size of an
// image if the returned error is nil. If the error returned is nil, then
// authentication against the given credentials was successful, if the
// configuration does not specify a config.ServerAddress,
// https://hub.docker.com will be tried. CheckRegistry is a package level
// method since rkt can also use docker images, we may be interested in using
// rkt w/o a docker driver configured; also, we don't have to tote around a
// driver in any tasker that may be interested in registry information (2/2
// cases thus far).
func CheckRegistry(ctx context.Context, image string, config docker.AuthConfiguration) (Sizer, error) {
ctx, log := common.LoggerWithFields(ctx, logrus.Fields{"stack": "CheckRegistry"})
registry, repo, tag := drivers.ParseImage(image)
reg, err := registryForConfig(ctx, config, registry)
if err != nil {
return nil, err
}
mani, err := reg.Manifest(repo, tag)
if err != nil {
log.WithFields(logrus.Fields{"username": config.Username, "server": config.ServerAddress, "image": image}).WithError(err).Error("Credentials not authorized, trying next.")
//if !isAuthError(err) {
// // TODO we might retry this, since if this was the registry that was supposed to
// // auth the task will erroneously be set to 'error'
//}
return nil, err
}
return &sizer{mani, reg, repo}, nil
}
// Sizer returns size information. This interface is liable to contain more
// than a size at some point, change as needed.
type Sizer interface {
Size() (int64, error)
}
type sizer struct {
mani *manifest.SignedManifest
reg *registry.Registry
repo string
}
func (s *sizer) Size() (int64, error) {
var sum int64
for _, r := range s.mani.References() {
desc, err := s.reg.LayerMetadata(s.repo, r.Digest)
if err != nil {
return 0, err
}
sum += desc.Size
}
return sum, nil
}
func registryURL(ctx context.Context, addr string) (string, error) {
log := common.Logger(ctx)
if addr == "" || strings.Contains(addr, "hub.docker.com") || strings.Contains(addr, "index.docker.io") {
return hubURL, nil
}
url, err := url.Parse(addr)
if err != nil {
// TODO we could error the task out from this with a user error but since
// we have a list of auths to check, just return the error so as to be
// skipped... horrible api as it is
log.WithFields(logrus.Fields{"auth_addr": addr}).WithError(err).Error("error parsing server address url, skipping")
return "", err
}
if url.Scheme == "" {
url.Scheme = "https"
}
url.Path = strings.TrimSuffix(url.Path, "/")
url.Path = strings.TrimPrefix(url.Path, "/v2")
url.Path = strings.TrimPrefix(url.Path, "/v1") // just try this, if it fails it fails, not supporting v1
return url.String(), nil
}
func isAuthError(err error) bool {
// AARGH!
if urlError, ok := err.(*url.Error); ok {
if httpError, ok := urlError.Err.(*registry.HttpStatusError); ok {
if httpError.Response.StatusCode == 401 {
return true
}
}
}
return false
}
func registryForConfig(ctx context.Context, config docker.AuthConfiguration, reg string) (*registry.Registry, error) {
if reg == "" {
reg = config.ServerAddress
}
var err error
config.ServerAddress, err = registryURL(ctx, reg)
if err != nil {
return nil, err
}
// Use this instead of registry.New to avoid the Ping().
transport := registry.WrapTransport(registryClient.Transport, reg, config.Username, config.Password)
r := &registry.Registry{
URL: config.ServerAddress,
Client: &http.Client{
Transport: transport,
},
Logf: registry.Quiet,
}
return r, nil
}
func (drv *DockerDriver) Prepare(ctx context.Context, task drivers.ContainerTask) (drivers.Cookie, error) {
ctx, log := common.LoggerWithFields(ctx, logrus.Fields{"stack": "Prepare"})
var cmd []string
if task.Command() != "" {
// NOTE: this is hyper-sensitive and may not be correct like this even, but it passes old tests
cmd = strings.Fields(task.Command())
log.WithFields(logrus.Fields{"call_id": task.Id(), "cmd": cmd, "len": len(cmd)}).Debug("docker command")
}
envvars := make([]string, 0, len(task.EnvVars()))
for name, val := range task.EnvVars() {
envvars = append(envvars, name+"="+val)
}
containerName := newContainerID(task)
container := docker.CreateContainerOptions{
Name: containerName,
Config: &docker.Config{
Env: envvars,
Cmd: cmd,
Memory: int64(task.Memory()),
CPUShares: drv.conf.CPUShares,
Hostname: drv.hostname,
Image: task.Image(),
Volumes: map[string]struct{}{},
Labels: task.Labels(),
OpenStdin: true,
AttachStdin: true,
StdinOnce: true,
},
HostConfig: &docker.HostConfig{},
Context: ctx,
}
volumes := task.Volumes()
for _, mapping := range volumes {
hostDir := mapping[0]
containerDir := mapping[1]
container.Config.Volumes[containerDir] = struct{}{}
mapn := fmt.Sprintf("%s:%s", hostDir, containerDir)
container.HostConfig.Binds = append(container.HostConfig.Binds, mapn)
log.WithFields(logrus.Fields{"volumes": mapn, "call_id": task.Id()}).Debug("setting volumes")
}
if wd := task.WorkDir(); wd != "" {
log.WithFields(logrus.Fields{"wd": wd, "call_id": task.Id()}).Debug("setting work dir")
container.Config.WorkingDir = wd
}
err := drv.ensureImage(ctx, task)
if err != nil {
return nil, err
}
_, err = drv.docker.CreateContainer(container)
if err != nil {
// since we retry under the hood, if the container gets created and retry fails, we can just ignore error
if err != docker.ErrContainerAlreadyExists {
log.WithFields(logrus.Fields{"call_id": task.Id(), "command": container.Config.Cmd, "memory": container.Config.Memory,
"cpu_shares": container.Config.CPUShares, "hostname": container.Config.Hostname, "name": container.Name,
"image": container.Config.Image, "volumes": container.Config.Volumes, "binds": container.HostConfig.Binds, "container": containerName,
}).WithError(err).Error("Could not create container")
if ce := containerConfigError(err); ce != nil {
return nil, common.UserError(fmt.Errorf("Failed to create container from task configuration '%s'", ce))
}
return nil, err
}
}
// discard removal error
return &cookie{id: containerName, task: task, drv: drv}, nil
}
type cookie struct {
id string
task drivers.ContainerTask
drv *DockerDriver
}
func (c *cookie) Close(ctx context.Context) error { return c.drv.removeContainer(ctx, c.id) }
func (c *cookie) Run(ctx context.Context) (drivers.RunResult, error) {
return c.drv.run(ctx, c.id, c.task)
}
func (drv *DockerDriver) removeContainer(ctx context.Context, container string) error {
err := drv.docker.RemoveContainer(docker.RemoveContainerOptions{
ID: container, Force: true, RemoveVolumes: true, Context: ctx})
if err != nil {
logrus.WithError(err).WithFields(logrus.Fields{"container": container}).Error("error removing container")
}
return nil
}
func (drv *DockerDriver) ensureImage(ctx context.Context, task drivers.ContainerTask) error {
reg, _, _ := drivers.ParseImage(task.Image())
// ask for docker creds before looking for image, as the tasker may need to
// validate creds even if the image is downloaded.
var config docker.AuthConfiguration // default, tries docker hub w/o user/pass
if task, ok := task.(Auther); ok {
var err error
span, _ := opentracing.StartSpanFromContext(ctx, "docker_auth")
config, err = task.DockerAuth()
span.Finish()
if err != nil {
return err
}
}
if reg != "" {
config.ServerAddress = reg
}
// see if we already have it, if not, pull it
_, err := drv.docker.InspectImage(ctx, task.Image())
if err == docker.ErrNoSuchImage {
err = drv.pullImage(ctx, task, config)
}
return err
}
func (drv *DockerDriver) pullImage(ctx context.Context, task drivers.ContainerTask, config docker.AuthConfiguration) error {
log := common.Logger(ctx)
reg, repo, tag := drivers.ParseImage(task.Image())
globalRepo := path.Join(reg, repo)
if reg != "" {
config.ServerAddress = reg
}
var err error
config.ServerAddress, err = registryURL(ctx, config.ServerAddress)
if err != nil {
return err
}
log.WithFields(logrus.Fields{"registry": config.ServerAddress, "username": config.Username, "image": task.Image()}).Info("Pulling image")
err = drv.docker.PullImage(docker.PullImageOptions{Repository: globalRepo, Tag: tag, Context: ctx}, config)
if err != nil {
log.WithFields(logrus.Fields{"registry": config.ServerAddress, "username": config.Username, "image": task.Image()}).WithError(err).Error("Failed to pull image")
// TODO need to inspect for hub or network errors and pick.
return common.UserError(fmt.Errorf("Failed to pull image '%s': %s", task.Image(), err))
// TODO what about a case where credentials were good, then credentials
// were invalidated -- do we need to keep the credential cache docker
// driver side and after pull for this case alone?
}
return nil
}
// Run executes the docker container. If task runs, drivers.RunResult will be returned. If something fails outside the task (ie: Docker), it will return error.
// The docker driver will attempt to cast the task to a Auther. If that succeeds, private image support is available. See the Auther interface for how to implement this.
func (drv *DockerDriver) run(ctx context.Context, container string, task drivers.ContainerTask) (drivers.RunResult, error) {
timeout := task.Timeout()
var cancel context.CancelFunc
if timeout <= 0 {
ctx, cancel = context.WithCancel(ctx)
} else {
ctx, cancel = context.WithTimeout(ctx, timeout)
}
defer cancel() // do this so that after Run exits, collect stops
go drv.collectStats(ctx, container, task)
mwOut, mwErr := task.Logger()
waiter, err := drv.docker.AttachToContainerNonBlocking(ctx, docker.AttachToContainerOptions{
Container: container, OutputStream: mwOut, ErrorStream: mwErr,
Stream: true, Logs: true, Stdout: true, Stderr: true,
Stdin: true, InputStream: task.Input()})
if err != nil && ctx.Err() == nil {
// ignore if ctx has errored, rewrite status lay below
return nil, err
}
start := time.Now()
err = drv.startTask(ctx, container)
if err != nil && ctx.Err() == nil {
// if there's just a timeout making the docker calls, drv.wait below will rewrite it to timeout
return nil, err
}
defer func() {
waiter.Close()
waiter.Wait() // make sure we gather all logs
}()
status, err := drv.wait(ctx, container)
return &runResult{
start: start,
status: status,
error: err,
}, nil
}
func (drv *DockerDriver) collectStats(ctx context.Context, container string, task drivers.ContainerTask) {
log := common.Logger(ctx)
done := make(chan bool)
defer close(done)
dstats := make(chan *docker.Stats, 1)
go func() {
// NOTE: docker automatically streams every 1s. we can skip or avg samples if we'd like but
// the memory overhead is < 1MB for 3600 stat points so this seems fine, seems better to stream
// (internal docker api streams) than open/close stream for 1 sample over and over.
// must be called in goroutine, docker.Stats() blocks
err := drv.docker.Stats(docker.StatsOptions{
ID: container,
Stats: dstats,
Stream: true,
Done: done, // A flag that enables stopping the stats operation
})
if err != nil && err != io.ErrClosedPipe {
log.WithError(err).WithFields(logrus.Fields{"container": container, "call_id": task.Id()}).Error("error streaming docker stats for task")
}
}()
for {
select {
case <-ctx.Done():
return
case ds, ok := <-dstats:
if !ok {
return
}
task.WriteStat(cherryPick(ds))
}
}
}
func cherryPick(ds *docker.Stats) drivers.Stat {
// TODO cpu % is as a % of the whole system... cpu is weird since we're sharing it
// across a bunch of containers and it scales based on how many we're sharing with,
// do we want users to see as a % of system?
systemDelta := float64(ds.CPUStats.SystemCPUUsage - ds.PreCPUStats.SystemCPUUsage)
cores := float64(len(ds.CPUStats.CPUUsage.PercpuUsage))
var cpuUser, cpuKernel, cpuTotal float64
if systemDelta > 0 {
// TODO we could leave these in docker format and let hud/viz tools do this instead of us... like net is, could do same for mem, too. thoughts?
cpuUser = (float64(ds.CPUStats.CPUUsage.UsageInUsermode-ds.PreCPUStats.CPUUsage.UsageInUsermode) / systemDelta) * cores * 100.0
cpuKernel = (float64(ds.CPUStats.CPUUsage.UsageInKernelmode-ds.PreCPUStats.CPUUsage.UsageInKernelmode) / systemDelta) * cores * 100.0
cpuTotal = (float64(ds.CPUStats.CPUUsage.TotalUsage-ds.PreCPUStats.CPUUsage.TotalUsage) / systemDelta) * cores * 100.0
}
var rx, tx float64
for _, v := range ds.Networks {
rx += float64(v.RxBytes)
tx += float64(v.TxBytes)
}
var blkRead, blkWrite uint64
for _, bioEntry := range ds.BlkioStats.IOServiceBytesRecursive {
switch strings.ToLower(bioEntry.Op) {
case "read":
blkRead = blkRead + bioEntry.Value
case "write":
blkWrite = blkWrite + bioEntry.Value
}
}
return drivers.Stat{
Timestamp: ds.Read,
Metrics: map[string]uint64{
// source: https://godoc.org/github.com/fsouza/go-dockerclient#Stats
// ex (for future expansion): {"read":"2016-08-03T18:08:05Z","pids_stats":{},"network":{},"networks":{"eth0":{"rx_bytes":508,"tx_packets":6,"rx_packets":6,"tx_bytes":508}},"memory_stats":{"stats":{"cache":16384,"pgpgout":281,"rss":8826880,"pgpgin":2440,"total_rss":8826880,"hierarchical_memory_limit":536870912,"total_pgfault":3809,"active_anon":8843264,"total_active_anon":8843264,"total_pgpgout":281,"total_cache":16384,"pgfault":3809,"total_pgpgin":2440},"max_usage":8953856,"usage":8953856,"limit":536870912},"blkio_stats":{"io_service_bytes_recursive":[{"major":202,"op":"Read"},{"major":202,"op":"Write"},{"major":202,"op":"Sync"},{"major":202,"op":"Async"},{"major":202,"op":"Total"}],"io_serviced_recursive":[{"major":202,"op":"Read"},{"major":202,"op":"Write"},{"major":202,"op":"Sync"},{"major":202,"op":"Async"},{"major":202,"op":"Total"}]},"cpu_stats":{"cpu_usage":{"percpu_usage":[47641874],"usage_in_usermode":30000000,"total_usage":47641874},"system_cpu_usage":8880800500000000,"throttling_data":{}},"precpu_stats":{"cpu_usage":{"percpu_usage":[44946186],"usage_in_usermode":30000000,"total_usage":44946186},"system_cpu_usage":8880799510000000,"throttling_data":{}}}
// mostly stolen values from docker stats cli api...
// net
"net_rx": uint64(rx),
"net_tx": uint64(tx),
// mem
"mem_limit": ds.MemoryStats.Limit,
"mem_usage": ds.MemoryStats.Usage,
// i/o
"disk_read": blkRead,
"disk_write": blkWrite,
// cpu
"cpu_user": uint64(cpuUser),
"cpu_total": uint64(cpuTotal),
"cpu_kernel": uint64(cpuKernel),
},
}
}
// Introduces some randomness to prevent container name clashes where task ID remains the same.
func newContainerID(task drivers.ContainerTask) string {
return fmt.Sprintf("task-%d-%s", time.Now().UnixNano(), task.Id())
}
func (drv *DockerDriver) startTask(ctx context.Context, container string) error {
log := common.Logger(ctx)
log.WithFields(logrus.Fields{"container": container}).Debug("Starting container execution")
err := drv.docker.StartContainerWithContext(container, nil, ctx)
if err != nil {
dockerErr, ok := err.(*docker.Error)
_, containerAlreadyRunning := err.(*docker.ContainerAlreadyRunning)
if containerAlreadyRunning || (ok && dockerErr.Status == 304) {
// 304=container already started -- so we can ignore error
} else {
return err
}
}
return nil
}
func (drv *DockerDriver) wait(ctx context.Context, container string) (status string, err error) {
// wait retries internally until ctx is up, so we can ignore the error and
// just say it was a timeout if we have [fatal] errors talking to docker, etc.
// a more prevalent case is calling wait & container already finished, so again ignore err.
exitCode, _ := drv.docker.WaitContainerWithContext(container, ctx)
// check the context first, if it's done then exitCode is invalid iff zero
// (can't know 100% without inspecting, but that's expensive and this is a good guess)
// if exitCode is non-zero, we prefer that since it proves termination.
if exitCode == 0 {
select {
case <-ctx.Done(): // check if task was canceled or timed out
switch ctx.Err() {
case context.DeadlineExceeded:
return drivers.StatusTimeout, nil
case context.Canceled:
return drivers.StatusCancelled, nil
}
default:
}
}
switch exitCode {
default:
return drivers.StatusError, common.UserError(fmt.Errorf("exit code %d", exitCode))
case 0:
return drivers.StatusSuccess, nil
case 137: // OOM
drv.Inc("docker", "oom", 1, 1)
return drivers.StatusKilled, drivers.ErrOutOfMemory
}
}