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++++
+title = "containerd to firecracker"
+date = 2021-05-15
+[taxonomies]
+tags = ["containers"]
++++
+
+fly.io had an [interesting
+article](https://fly.io/blog/docker-without-docker/) about how they use
+docker images to create VMs for `firecracker`.
+
+They describe the process as follow:
+
+1. Pull a container from a registry
+2. Create a loop device to store the container's filesystem on
+3. Unpack the container into the mounted loop device
+4. Create a second block device and inject init, kernel, configuration
+ and other stuff
+5. Attach persistent volumes (if any)
+6. Create a TAP device and configure it
+7. Hand it off to Firecracker and boot that thing
+
+That's pretty detailed, and I'm curious how difficult it is to implement
+this. I've been meaning to look into Firecracker for a while and into
+containers'd API, so this is a perfect opportunity to get started. The
+code is available [here](https://git.fcuny.net/containerd-to-vm/).
+
+## #1 Pull a container from a registry with `containerd`
+
+`containerd` has a pretty [detailed
+documentation](https://pkg.go.dev/github.com/containerd/containerd).
+From the main page we can see the following example to create a client.
+
+```go
+import (
+ "github.com/containerd/containerd"
+ "github.com/containerd/containerd/cio"
+)
+
+
+func main() {
+ client, err := containerd.New("/run/containerd/containerd.sock")
+ defer client.Close()
+}
+```
+
+And pulling an image is also pretty straightforward:
+
+```go
+image, err := client.Pull(context, "docker.io/library/redis:latest")
+```
+
+The `Pull` method returns an
+[`Image`](https://pkg.go.dev/github.com/containerd/containerd@v1.4.4/images#Image)
+and there's a few methods associated with it.
+
+As `containerd` has namespaces, it's possible to specify the namespace
+we want to use when working with the API:
+
+```go
+ctx := namespaces.WithNamespace(context.Background(), "c2vm")
+image, err := client.Pull(ctx, "docker.io/library/redis:latest")
+```
+
+The image will now be stored in the `c2vm` namespace. We can verify this
+with:
+
+```bash
+; sudo ctr -n c2vm images ls -q
+docker.io/library/redis:latest
+```
+
+## #2 Create a loop device to store the container's filesystem on
+
+This is going to be pretty straightforward. To create a loop device we
+need to:
+
+1. pre-allocate space to a file
+2. convert that file to some format
+3. mount it to some destination
+
+There's two commons ways to pre-allocate space to a file: `dd` and
+`fallocate` (there's likely way more ways to do this). I'll go with
+`fallocate` for this example.
+
+First, to be safe, we create a temporary file, and use `renameio` to
+handle the renaming (I recommend reading the doc of the module).
+
+```go
+f, err := renameio.TempFile("", rawFile)
+if err != nil {
+ return err
+}
+defer f.Cleanup()
+```
+
+Now to do the pre-allocation (we're making an assumption here that 2GB
+is enough, we can likely check what's the size of the container before
+doing this):
+
+```go
+command := exec.Command("fallocate", "-l", "2G", f.Name())
+if err := command.Run(); err != nil {
+ return fmt.Errorf("fallocate error: %s", err)
+}
+```
+
+We can now convert that file to ext4:
+
+```go
+command = exec.Command("mkfs.ext4", "-F", f.Name())
+if err := command.Run(); err != nil {
+ return fmt.Errorf("mkfs.ext4 error: %s", err)
+}
+```
+
+Now we can rename safely the temporary file to the proper file we want:
+
+```go
+f.CloseAtomicallyReplace()
+```
+
+And to mount that file
+
+```go
+command = exec.Command("mount", "-o", "loop", rawFile, mntDir)
+if err := command.Run(); err != nil {
+ return fmt.Errorf("mount error: %s", err)
+}
+```
+
+## #3 Unpack the container into the mounted loop device
+
+Extracting the container using `containerd` is pretty simple. Here's the
+function that I use:
+
+```go
+func extract(ctx context.Context, client *containerd.Client, image containerd.Image, mntDir string) error {
+ manifest, err := images.Manifest(ctx, client.ContentStore(), image.Target(), platform)
+ if err != nil {
+ log.Fatalf("failed to get the manifest: %v\n", err)
+ }
+
+ for _, desc := range manifest.Layers {
+ log.Printf("extracting layer %s\n", desc.Digest.String())
+ layer, err := client.ContentStore().ReaderAt(ctx, desc)
+ if err != nil {
+ return err
+ }
+ if err := archive.Untar(content.NewReader(layer), mntDir, &archive.TarOptions{NoLchown: true}); err != nil {
+ return err
+ }
+ }
+
+ return nil
+}
+```
+
+Calling `images.Manifest` returns the
+[manifest](https://github.com/opencontainers/image-spec/blob/master/manifest.md)
+from the image. What we care here are the list of layers. Here I'm
+making a number of assumptions regarding their type (we should be
+checking the media type first). We read the layers and extract them to
+the mounted path.
+
+## #4 Create a second block device and inject other stuff
+
+Here I'm going to deviate a bit. I will not create a second loop device,
+and I will not inject a kernel. In their article, they provided a link
+to a snapshot of their `init` process
+(<https://github.com/superfly/init-snapshot>). In order to keep this
+simple, our init is going to be a shell script composed of the content
+of the entry point of the container. We're also going to add a few extra
+files to container (`/etc/hosts` and `/etc/resolv.conf`).
+
+Finally, since we've pre-allocated 2GB for that container, and we likely
+don't need that much, we're also going to resize the image.
+
+### Add init
+
+Let's refer to the [specification for the
+config](https://github.com/opencontainers/image-spec/blob/master/config.md).
+The elements that are of interest to me are:
+
+- `Env`, which is array of strings. They contain the environment
+ variables that likely we need to run the program
+- `Cmd`, which is also an array of strings. If there's no entry point
+ provided, this is what is used.
+
+At this point, for this experiment, I'm going to ignore exposed ports,
+working directory, and the user.
+
+First we need to read the config from the container. This is easily
+done:
+
+```go
+config, err := images.Config(ctx, client.ContentStore(), image.Target(), platform)
+if err != nil {
+ return err
+}
+```
+
+This needs to be read and decoded:
+
+```go
+configBlob, err := content.ReadBlob(ctx, client.ContentStore(), config)
+var imageSpec ocispec.Image
+json.Unmarshal(configBlob, &imageSpec)
+```
+
+`init` is the first process started by Linux during boot. On a regular
+Linux desktop you likely have a symbolic link from `/usr/bin/init` to
+`/usr/lib/systemd/systemd`, since most distributions have switched to
+`systemd`. For my use case however, I want to run a single process, and
+I want it to be the one from the container. For this we can create a
+simple shell script inside the container (the location does not matter
+for now) with the environment variables and the command.
+
+Naively, this can be done like this:
+
+```go
+initPath := filepath.Join(mntDir, "init.sh")
+f, err := renameio.TempFile("", initPath)
+if err != nil {
+ return err
+}
+defer f.Cleanup()
+
+writer := bufio.NewWriter(f)
+fmt.Fprintf(writer, "#!/bin/sh\n")
+for _, env := range initEnvs {
+ fmt.Fprintf(writer, "export %s\n", env)
+}
+fmt.Fprintf(writer, "%s\n", initCmd)
+writer.Flush()
+
+f.CloseAtomicallyReplace()
+
+mode := int(0755)
+os.Chmod(initPath, os.FileMode(mode))
+```
+
+We're once again creating a temporary file with `renamio`, and we're
+writing our shell scripts, one line at a time. We only need to make sure
+this executable.
+
+### extra files
+
+Once we have our init file, I also want to add a few extra files:
+`/etc/hosts` and `/etc/resolv.conf`. This files are not always present,
+since they can be injected by other systems. I also want to make sure
+that DNS resolutions are done using my own DNS server.
+
+### resize the image
+
+We've pre-allocated 2GB for the image, and it's likely we don't need as
+much space. We can do this by running `e2fsck` and `resize2fs` once
+we're done manipulating the image.
+
+Within a function, we can do the following:
+
+```go
+command := exec.Command("/usr/bin/e2fsck", "-p", "-f", rawFile)
+if err := command.Run(); err != nil {
+ return fmt.Errorf("e2fsck error: %s", err)
+}
+
+command = exec.Command("resize2fs", "-M", rawFile)
+if err := command.Run(); err != nil {
+ return fmt.Errorf("resize2fs error: %s", err)
+}
+```
+
+I'm using `docker.io/library/redis:latest` for my test, and I end up
+with the following size for the image:
+
+```bash
+-rw------- 1 root root 216M Apr 22 14:50 /tmp/fcuny.img
+```
+
+### Kernel
+
+We're going to need a kernel to run that VM. In my case I've decided to
+go with version 5.8, and build a custom kernel. If you are not familiar
+with the process, the firecracker team has [documented how to do
+this](https://github.com/firecracker-microvm/firecracker/blob/main/docs/rootfs-and-kernel-setup.md#creating-a-kernel-image).
+In my case all I had to do was:
+
+```bash
+git clone https://github.com/torvalds/linux.git linux.git
+cd linux.git
+git checkout v5.8
+curl -o .config -s https://github.com/firecracker-microvm/firecracker/blob/main/resources/microvm-kernel-x86_64.config
+make menuconfig
+make vmlinux -j8
+```
+
+Note that they also have a pretty [good documentation for
+production](https://github.com/firecracker-microvm/firecracker/blob/main/docs/prod-host-setup.md).
+
+## #5 Attach persistent volumes (if any)
+
+I'm going to skip that step for now.
+
+## #6 Create a TAP device and configure it
+
+We're going to need a network for that VM (otherwise it might be a bit
+boring). There's a few solutions that we can take:
+
+1. create the TAP device
+2. delegate all that work to a
+ [CNI](https://github.com/containernetworking/cni)
+
+I've decided to use the CNI approach [documented in the Go's
+SDK](https://github.com/firecracker-microvm/firecracker-go-sdk#cni). For
+this to work we need to install the `tc-redirect-tap` CNI plugin
+(available at <https://github.com/awslabs/tc-redirect-tap>).
+
+Based on that documentation, I'll start with the following configuration
+in `etc/cni/conf.d/50-c2vm.conflist`:
+
+```json
+{
+ "name": "c2vm",
+ "cniVersion": "0.4.0",
+ "plugins": [
+ {
+ "type": "bridge",
+ "bridge": "c2vm-br",
+ "isDefaultGateway": true,
+ "forceAddress": false,
+ "ipMasq": true,
+ "hairpinMode": true,
+ "mtu": 1500,
+ "ipam": {
+ "type": "host-local",
+ "subnet": "192.168.128.0/24",
+ "resolvConf": "/etc/resolv.conf"
+ }
+ },
+ {
+ "type": "firewall"
+ },
+ {
+ "type": "tc-redirect-tap"
+ }
+ ]
+}
+```
+
+## #7 Hand it off to Firecracker and boot that thing
+
+Now that we have all the components, we need to boot that VM. Since I've
+been working with Go so far, I'll also use the [Go
+SDK](https://github.com/firecracker-microvm/firecracker-go-sdk) to
+manage and start the VM.
+
+For this we need the firecracker binary, which we can [find on
+GitHub](https://github.com/firecracker-microvm/firecracker/releases).
+
+The first thing is to configure the list of devices. In our case we will
+have a single device, the boot drive that we've created in the previous
+step.
+
+```go
+devices := make([]models.Drive, 1)
+devices[0] = models.Drive{
+ DriveID: firecracker.String("1"),
+ PathOnHost: &rawImage,
+ IsRootDevice: firecracker.Bool(true),
+ IsReadOnly: firecracker.Bool(false),
+}
+```
+
+The next step is to configure the VM:
+
+```go
+fcCfg := firecracker.Config{
+ LogLevel: "debug",
+ SocketPath: firecrackerSock,
+ KernelImagePath: linuxKernel,
+ KernelArgs: "console=ttyS0 reboot=k panic=1 acpi=off pci=off i8042.noaux i8042.nomux i8042.nopnp i8042.dumbkbd init=/init.sh random.trust_cpu=on",
+ Drives: devices,
+ MachineCfg: models.MachineConfiguration{
+ VcpuCount: firecracker.Int64(1),
+ CPUTemplate: models.CPUTemplate("C3"),
+ HtEnabled: firecracker.Bool(true),
+ MemSizeMib: firecracker.Int64(512),
+ },
+ NetworkInterfaces: []firecracker.NetworkInterface{
+ {
+ CNIConfiguration: &firecracker.CNIConfiguration{
+ NetworkName: "c2vm",
+ IfName: "eth0",
+ },
+ },
+ },
+}
+```
+
+Finally we can create the command to start and run the VM:
+
+```go
+command := firecracker.VMCommandBuilder{}.
+ WithBin(firecrackerBinary).
+ WithSocketPath(fcCfg.SocketPath).
+ WithStdin(os.Stdin).
+ WithStdout(os.Stdout).
+ WithStderr(os.Stderr).
+ Build(ctx)
+machineOpts = append(machineOpts, firecracker.WithProcessRunner(command))
+m, err := firecracker.NewMachine(vmmCtx, fcCfg, machineOpts...)
+if err != nil {
+ panic(err)
+}
+
+if err := m.Start(vmmCtx); err != nil {
+ panic(err)
+}
+defer m.StopVMM()
+
+if err := m.Wait(vmmCtx); err != nil {
+ panic(err)
+}
+```
+
+The end result:
+
+ ; sudo ./c2vm -container docker.io/library/redis:latest -firecracker-binary ./hack/firecracker/firecracker-v0.24.3-x86_64 -linux-kernel ./hack/linux/my-linux.bin -out /tmp/redis.img
+ 2021/05/15 14:12:59 pulled docker.io/library/redis:latest (38690247 bytes)
+ 2021/05/15 14:13:00 mounted /tmp/redis.img on /tmp/c2vm026771514
+ 2021/05/15 14:13:00 extracting layer sha256:69692152171afee1fd341febc390747cfca2ff302f2881d8b394e786af605696
+ 2021/05/15 14:13:00 extracting layer sha256:a4a46f2fd7e06fab84b4e78eb2d1b6d007351017f9b18dbeeef1a9e7cf194e00
+ 2021/05/15 14:13:00 extracting layer sha256:bcdf6fddc3bdaab696860eb0f4846895c53a3192c9d7bf8d2275770ea8073532
+ 2021/05/15 14:13:01 extracting layer sha256:b7e9b50900cc06838c44e0fc5cbebe5c0b3e7f70c02f32dd754e1aa6326ed566
+ 2021/05/15 14:13:01 extracting layer sha256:5f3030c50d85a9d2f70adb610b19b63290c6227c825639b227ddc586f86d1c76
+ 2021/05/15 14:13:01 extracting layer sha256:63dae8e0776cdbd63909fbd9c047c1615a01cb21b73efa87ae2feed680d3ffa1
+ 2021/05/15 14:13:01 init script created
+ 2021/05/15 14:13:01 umount /tmp/c2vm026771514
+ INFO[0003] Called startVMM(), setting up a VMM on firecracker.sock
+ INFO[0003] VMM logging disabled.
+ INFO[0003] VMM metrics disabled.
+ INFO[0003] refreshMachineConfiguration: [GET /machine-config][200] getMachineConfigurationOK &{CPUTemplate:C3 HtEnabled:0xc0004e6753 MemSizeMib:0xc0004e6748 VcpuCount:0xc0004e6740}
+ INFO[0003] PutGuestBootSource: [PUT /boot-source][204] putGuestBootSourceNoContent
+ INFO[0003] Attaching drive /tmp/redis.img, slot 1, root true.
+ INFO[0003] Attached drive /tmp/redis.img: [PUT /drives/{drive_id}][204] putGuestDriveByIdNoContent
+ INFO[0003] Attaching NIC tap0 (hwaddr 9e:72:c7:04:6b:80) at index 1
+ INFO[0003] startInstance successful: [PUT /actions][204] createSyncActionNoContent
+ [ 0.000000] Linux version 5.8.0 (fcuny@nas) (gcc (Debian 8.3.0-6) 8.3.0, GNU ld (GNU Binutils for Debian) 2.31.1) #1 SMP Mon Apr 12 20:07:40 PDT 2021
+ [ 0.000000] Command line: i8042.dumbkbd ip=192.168.128.9::192.168.128.1:255.255.255.0:::off::: console=ttyS0 reboot=k panic=1 acpi=off pci=off i8042.noaux i8042.nomux i8042.nopnp init=/init.sh random.trust_cpu=on root=/dev/vda rw virtio_mmio.device=4K@0xd0000000:5 virtio_mmio.device=4K@0xd0001000:6
+ [ 0.000000] x86/fpu: Supporting XSAVE feature 0x001: 'x87 floating point registers'
+ [ 0.000000] x86/fpu: Supporting XSAVE feature 0x002: 'SSE registers'
+ [ 0.000000] x86/fpu: Supporting XSAVE feature 0x004: 'AVX registers'
+ [ 0.000000] x86/fpu: xstate_offset[2]: 576, xstate_sizes[2]: 256
+ [ 0.000000] x86/fpu: Enabled xstate features 0x7, context size is 832 bytes, using 'standard' format.
+ [ 0.000000] BIOS-provided physical RAM map:
+ [ 0.000000] BIOS-e820: [mem 0x0000000000000000-0x000000000009fbff] usable
+ [ 0.000000] BIOS-e820: [mem 0x0000000000100000-0x000000001fffffff] usable
+ [ 0.000000] NX (Execute Disable) protection: active
+ [ 0.000000] DMI not present or invalid.
+ [ 0.000000] Hypervisor detected: KVM
+ [ 0.000000] kvm-clock: Using msrs 4b564d01 and 4b564d00
+ [ 0.000000] kvm-clock: cpu 0, msr 2401001, primary cpu clock
+ [ 0.000000] kvm-clock: using sched offset of 11918596 cycles
+ [ 0.000005] clocksource: kvm-clock: mask: 0xffffffffffffffff max_cycles: 0x1cd42e4dffb, max_idle_ns: 881590591483 ns
+ [ 0.000011] tsc: Detected 1190.400 MHz processor
+ [ 0.000108] last_pfn = 0x20000 max_arch_pfn = 0x400000000
+ [ 0.000151] Disabled
+ [ 0.000156] x86/PAT: MTRRs disabled, skipping PAT initialization too.
+ [ 0.000166] CPU MTRRs all blank - virtualized system.
+ [ 0.000170] x86/PAT: Configuration [0-7]: WB WT UC- UC WB WT UC- UC
+ [ 0.000201] found SMP MP-table at [mem 0x0009fc00-0x0009fc0f]
+ [ 0.000257] check: Scanning 1 areas for low memory corruption
+ [ 0.000364] No NUMA configuration found
+ [ 0.000365] Faking a node at [mem 0x0000000000000000-0x000000001fffffff]
+ [ 0.000370] NODE_DATA(0) allocated [mem 0x1ffde000-0x1fffffff]
+ [ 0.000490] Zone ranges:
+ [ 0.000493] DMA [mem 0x0000000000001000-0x0000000000ffffff]
+ [ 0.000494] DMA32 [mem 0x0000000001000000-0x000000001fffffff]
+ [ 0.000495] Normal empty
+ [ 0.000497] Movable zone start for each node
+ [ 0.000500] Early memory node ranges
+ [ 0.000501] node 0: [mem 0x0000000000001000-0x000000000009efff]
+ [ 0.000502] node 0: [mem 0x0000000000100000-0x000000001fffffff]
+ [ 0.000510] Zeroed struct page in unavailable ranges: 98 pages
+ [ 0.000511] Initmem setup node 0 [mem 0x0000000000001000-0x000000001fffffff]
+ [ 0.004990] Intel MultiProcessor Specification v1.4
+ [ 0.004995] MPTABLE: OEM ID: FC
+ [ 0.004995] MPTABLE: Product ID: 000000000000
+ [ 0.004996] MPTABLE: APIC at: 0xFEE00000
+ [ 0.005007] Processor #0 (Bootup-CPU)
+ [ 0.005039] IOAPIC[0]: apic_id 2, version 17, address 0xfec00000, GSI 0-23
+ [ 0.005041] Processors: 1
+ [ 0.005042] TSC deadline timer available
+ [ 0.005044] smpboot: Allowing 1 CPUs, 0 hotplug CPUs
+ [ 0.005060] KVM setup pv remote TLB flush
+ [ 0.005072] KVM setup pv sched yield
+ [ 0.005078] PM: hibernation: Registered nosave memory: [mem 0x00000000-0x00000fff]
+ [ 0.005079] PM: hibernation: Registered nosave memory: [mem 0x0009f000-0x000fffff]
+ [ 0.005081] [mem 0x20000000-0xffffffff] available for PCI devices
+ [ 0.005082] Booting paravirtualized kernel on KVM
+ [ 0.005084] clocksource: refined-jiffies: mask: 0xffffffff max_cycles: 0xffffffff, max_idle_ns: 7645519600211568 ns
+ [ 0.005087] setup_percpu: NR_CPUS:128 nr_cpumask_bits:128 nr_cpu_ids:1 nr_node_ids:1
+ [ 0.006381] percpu: Embedded 44 pages/cpu s143360 r8192 d28672 u2097152
+ [ 0.006404] KVM setup async PF for cpu 0
+ [ 0.006410] kvm-stealtime: cpu 0, msr 1f422080
+ [ 0.006420] Built 1 zonelists, mobility grouping on. Total pages: 128905
+ [ 0.006420] Policy zone: DMA32
+ [ 0.006422] Kernel command line: i8042.dumbkbd ip=192.168.128.9::192.168.128.1:255.255.255.0:::off::: console=ttyS0 reboot=k panic=1 acpi=off pci=off i8042.noaux i8042.nomux i8042.nopnp init=/init.sh random.trust_cpu=on root=/dev/vda rw virtio_mmio.device=4K@0xd0000000:5 virtio_mmio.device=4K@0xd0001000:6
+ [ 0.006858] Dentry cache hash table entries: 65536 (order: 7, 524288 bytes, linear)
+ [ 0.007003] Inode-cache hash table entries: 32768 (order: 6, 262144 bytes, linear)
+ [ 0.007047] mem auto-init: stack:off, heap alloc:off, heap free:off
+ [ 0.007947] Memory: 491940K/523896K available (10243K kernel code, 629K rwdata, 1860K rodata, 1408K init, 6048K bss, 31956K reserved, 0K cma-reserved)
+ [ 0.007980] random: get_random_u64 called from __kmem_cache_create+0x3d/0x540 with crng_init=0
+ [ 0.008053] SLUB: HWalign=64, Order=0-3, MinObjects=0, CPUs=1, Nodes=1
+ [ 0.008146] rcu: Hierarchical RCU implementation.
+ [ 0.008147] rcu: RCU restricting CPUs from NR_CPUS=128 to nr_cpu_ids=1.
+ [ 0.008151] rcu: RCU calculated value of scheduler-enlistment delay is 25 jiffies.
+ [ 0.008152] rcu: Adjusting geometry for rcu_fanout_leaf=16, nr_cpu_ids=1
+ [ 0.008170] NR_IRQS: 4352, nr_irqs: 48, preallocated irqs: 16
+ [ 0.008373] random: crng done (trusting CPU's manufacturer)
+ [ 0.008430] Console: colour dummy device 80x25
+ [ 0.052276] printk: console [ttyS0] enabled
+ [ 0.052685] APIC: Switch to symmetric I/O mode setup
+ [ 0.053288] x2apic enabled
+ [ 0.053705] Switched APIC routing to physical x2apic.
+ [ 0.054213] KVM setup pv IPIs
+ [ 0.055559] clocksource: tsc-early: mask: 0xffffffffffffffff max_cycles: 0x1128af0325d, max_idle_ns: 440795261011 ns
+ [ 0.056516] Calibrating delay loop (skipped) preset value.. 2380.80 BogoMIPS (lpj=4761600)
+ [ 0.057259] pid_max: default: 32768 minimum: 301
+ [ 0.057726] LSM: Security Framework initializing
+ [ 0.058176] SELinux: Initializing.
+ [ 0.058556] Mount-cache hash table entries: 1024 (order: 1, 8192 bytes, linear)
+ [ 0.059221] Mountpoint-cache hash table entries: 1024 (order: 1, 8192 bytes, linear)
+ [ 0.060382] x86/cpu: User Mode Instruction Prevention (UMIP) activated
+ [ 0.060510] Last level iTLB entries: 4KB 0, 2MB 0, 4MB 0
+ [ 0.060510] Last level dTLB entries: 4KB 0, 2MB 0, 4MB 0, 1GB 0
+ [ 0.060510] Spectre V1 : Mitigation: usercopy/swapgs barriers and __user pointer sanitization
+ [ 0.060510] Spectre V2 : Mitigation: Enhanced IBRS
+ [ 0.060510] Spectre V2 : Spectre v2 / SpectreRSB mitigation: Filling RSB on context switch
+ [ 0.060510] Spectre V2 : mitigation: Enabling conditional Indirect Branch Prediction Barrier
+ [ 0.060510] Speculative Store Bypass: Mitigation: Speculative Store Bypass disabled via prctl and seccomp
+ [ 0.060510] Freeing SMP alternatives memory: 32K
+ [ 0.060510] smpboot: CPU0: Intel(R) Xeon(R) Processor @ 1.20GHz (family: 0x6, model: 0x3e, stepping: 0x4)
+ [ 0.060510] Performance Events: unsupported p6 CPU model 62 no PMU driver, software events only.
+ [ 0.060510] rcu: Hierarchical SRCU implementation.
+ [ 0.060510] smp: Bringing up secondary CPUs ...
+ [ 0.060510] smp: Brought up 1 node, 1 CPU
+ [ 0.060510] smpboot: Max logical packages: 1
+ [ 0.060523] smpboot: Total of 1 processors activated (2380.80 BogoMIPS)
+ [ 0.061338] devtmpfs: initialized
+ [ 0.061710] x86/mm: Memory block size: 128MB
+ [ 0.062341] clocksource: jiffies: mask: 0xffffffff max_cycles: 0xffffffff, max_idle_ns: 7645041785100000 ns
+ [ 0.063245] futex hash table entries: 256 (order: 2, 16384 bytes, linear)
+ [ 0.063946] thermal_sys: Registered thermal governor 'fair_share'
+ [ 0.063946] thermal_sys: Registered thermal governor 'step_wise'
+ [ 0.064522] thermal_sys: Registered thermal governor 'user_space'
+ [ 0.065313] NET: Registered protocol family 16
+ [ 0.066398] DMA: preallocated 128 KiB GFP_KERNEL pool for atomic allocations
+ [ 0.067057] DMA: preallocated 128 KiB GFP_KERNEL|GFP_DMA pool for atomic allocations
+ [ 0.067778] DMA: preallocated 128 KiB GFP_KERNEL|GFP_DMA32 pool for atomic allocations
+ [ 0.068506] audit: initializing netlink subsys (disabled)
+ [ 0.068708] cpuidle: using governor ladder
+ [ 0.069097] cpuidle: using governor menu
+ [ 0.070636] audit: type=2000 audit(1621113181.800:1): state=initialized audit_enabled=0 res=1
+ [ 0.076346] HugeTLB registered 2.00 MiB page size, pre-allocated 0 pages
+ [ 0.077007] ACPI: Interpreter disabled.
+ [ 0.077445] SCSI subsystem initialized
+ [ 0.077812] pps_core: LinuxPPS API ver. 1 registered
+ [ 0.078277] pps_core: Software ver. 5.3.6 - Copyright 2005-2007 Rodolfo Giometti <giometti@linux.it>
+ [ 0.079206] PTP clock support registered
+ [ 0.079741] NetLabel: Initializing
+ [ 0.080111] NetLabel: domain hash size = 128
+ [ 0.080529] NetLabel: protocols = UNLABELED CIPSOv4 CALIPSO
+ [ 0.081113] NetLabel: unlabeled traffic allowed by default
+ [ 0.082072] clocksource: Switched to clocksource kvm-clock
+ [ 0.082715] VFS: Disk quotas dquot_6.6.0
+ [ 0.083123] VFS: Dquot-cache hash table entries: 512 (order 0, 4096 bytes)
+ [ 0.083855] pnp: PnP ACPI: disabled
+ [ 0.084510] NET: Registered protocol family 2
+ [ 0.084718] tcp_listen_portaddr_hash hash table entries: 256 (order: 0, 4096 bytes, linear)
+ [ 0.085602] TCP established hash table entries: 4096 (order: 3, 32768 bytes, linear)
+ [ 0.086365] TCP bind hash table entries: 4096 (order: 4, 65536 bytes, linear)
+ [ 0.087025] TCP: Hash tables configured (established 4096 bind 4096)
+ [ 0.087749] UDP hash table entries: 256 (order: 1, 8192 bytes, linear)
+ [ 0.088481] UDP-Lite hash table entries: 256 (order: 1, 8192 bytes, linear)
+ [ 0.089261] NET: Registered protocol family 1
+ [ 0.090395] virtio-mmio: Registering device virtio-mmio.0 at 0xd0000000-0xd0000fff, IRQ 5.
+ [ 0.091388] virtio-mmio: Registering device virtio-mmio.1 at 0xd0001000-0xd0001fff, IRQ 6.
+ [ 0.092222] clocksource: tsc: mask: 0xffffffffffffffff max_cycles: 0x1128af0325d, max_idle_ns: 440795261011 ns
+ [ 0.093322] clocksource: Switched to clocksource tsc
+ [ 0.093824] platform rtc_cmos: registered platform RTC device (no PNP device found)
+ [ 0.094618] check: Scanning for low memory corruption every 60 seconds
+ [ 0.095394] Initialise system trusted keyrings
+ [ 0.095836] Key type blacklist registered
+ [ 0.096427] workingset: timestamp_bits=36 max_order=17 bucket_order=0
+ [ 0.097849] squashfs: version 4.0 (2009/01/31) Phillip Lougher
+ [ 0.107488] Key type asymmetric registered
+ [ 0.107905] Asymmetric key parser 'x509' registered
+ [ 0.108409] Block layer SCSI generic (bsg) driver version 0.4 loaded (major 252)
+ [ 0.109435] Serial: 8250/16550 driver, 1 ports, IRQ sharing disabled
+ [ 0.110116] serial8250: ttyS0 at I/O 0x3f8 (irq = 4, base_baud = 115200) is a 16550A
+ [ 0.111877] loop: module loaded
+ [ 0.112426] virtio_blk virtio0: [vda] 441152 512-byte logical blocks (226 MB/215 MiB)
+ [ 0.113229] vda: detected capacity change from 0 to 225869824
+ [ 0.114143] Loading iSCSI transport class v2.0-870.
+ [ 0.114753] iscsi: registered transport (tcp)
+ [ 0.115162] tun: Universal TUN/TAP device driver, 1.6
+ [ 0.115955] i8042: PNP detection disabled
+ [ 0.116498] serio: i8042 KBD port at 0x60,0x64 irq 1
+ [ 0.117089] input: AT Raw Set 2 keyboard as /devices/platform/i8042/serio0/input/input0
+ [ 0.117932] intel_pstate: CPU model not supported
+ [ 0.118448] hid: raw HID events driver (C) Jiri Kosina
+ [ 0.119090] Initializing XFRM netlink socket
+ [ 0.119555] NET: Registered protocol family 10
+ [ 0.120285] Segment Routing with IPv6
+ [ 0.120812] NET: Registered protocol family 17
+ [ 0.121350] Bridge firewalling registered
+ [ 0.122026] NET: Registered protocol family 40
+ [ 0.122515] IPI shorthand broadcast: enabled
+ [ 0.122961] sched_clock: Marking stable (72512224, 48198862)->(137683636, -16972550)
+ [ 0.123796] registered taskstats version 1
+ [ 0.124203] Loading compiled-in X.509 certificates
+ [ 0.125355] Loaded X.509 cert 'Build time autogenerated kernel key: 6203e6adc37b712d3b220a26b38f3d31311d5966'
+ [ 0.126355] Key type ._fscrypt registered
+ [ 0.126736] Key type .fscrypt registered
+ [ 0.127109] Key type fscrypt-provisioning registered
+ [ 0.127657] Key type encrypted registered
+ [ 0.144629] IP-Config: Complete:
+ [ 0.144968] device=eth0, hwaddr=9e:72:c7:04:6b:80, ipaddr=192.168.128.9, mask=255.255.255.0, gw=192.168.128.1
+ [ 0.146044] host=192.168.128.9, domain=, nis-domain=(none)
+ [ 0.146604] bootserver=255.255.255.255, rootserver=255.255.255.255, rootpath=
+ [ 0.148347] EXT4-fs (vda): mounted filesystem with ordered data mode. Opts: (null)
+ [ 0.149098] VFS: Mounted root (ext4 filesystem) on device 254:0.
+ [ 0.149761] devtmpfs: mounted
+ [ 0.150340] Freeing unused decrypted memory: 2040K
+ [ 0.151148] Freeing unused kernel image (initmem) memory: 1408K
+ [ 0.156621] Write protecting the kernel read-only data: 14336k
+ [ 0.158657] Freeing unused kernel image (text/rodata gap) memory: 2044K
+ [ 0.159490] Freeing unused kernel image (rodata/data gap) memory: 188K
+ [ 0.160150] Run /init.sh as init process
+ 462:C 15 May 2021 21:13:01.903 # oO0OoO0OoO0Oo Redis is starting oO0OoO0OoO0Oo
+ 462:C 15 May 2021 21:13:01.904 # Redis version=6.2.3, bits=64, commit=00000000, modified=0, pid=462, just started
+ 462:C 15 May 2021 21:13:01.905 # Warning: no config file specified, using the default config. In order to specify a config file use redis-server /path/to/redis.conf
+ 462:M 15 May 2021 21:13:01.907 * Increased maximum number of open files to 10032 (it was originally set to 1024).
+ 462:M 15 May 2021 21:13:01.909 * monotonic clock: POSIX clock_gettime
+ _._
+ _.-``__ ''-._
+ _.-`` `. `_. ''-._ Redis 6.2.3 (00000000/0) 64 bit
+ .-`` .-```. ```\/ _.,_ ''-._
+ ( ' , .-` | `, ) Running in standalone mode
+ |`-._`-...-` __...-.``-._|'` _.-'| Port: 6379
+ | `-._ `._ / _.-' | PID: 462
+ `-._ `-._ `-./ _.-' _.-'
+ |`-._`-._ `-.__.-' _.-'_.-'|
+ | `-._`-._ _.-'_.-' | https://redis.io
+ `-._ `-._`-.__.-'_.-' _.-'
+ |`-._`-._ `-.__.-' _.-'_.-'|
+ | `-._`-._ _.-'_.-' |
+ `-._ `-._`-.__.-'_.-' _.-'
+ `-._ `-.__.-' _.-'
+ `-._ _.-'
+ `-.__.-'
+
+ 462:M 15 May 2021 21:13:01.922 # Server initialized
+ 462:M 15 May 2021 21:13:01.923 * Ready to accept connections
+
+We can do a quick test with the following:
+
+```bash
+; sudo docker run -it --rm redis redis-cli -h 192.168.128.9
+192.168.128.9:6379> get foo
+(nil)
+192.168.128.9:6379> set foo 1
+OK
+192.168.128.9:6379> get foo
+"1"
+192.168.128.9:6379>
+```