eBPF Map Handler Skill

This skill generates eBPF map definitions and corresponding Go code for kernel-userspace data exchange in CNFs.

What This Skill Does

Generates code for:

1. eBPF map definitions in C
2. Go code to interact with maps
3. Map operations (lookup, update, delete, iterate)
4. Ringbuf/perf event handling
5. Per-CPU map handling
6. Map-in-map patterns
7. Proper error handling and cleanup

When to Use

• Storing state in eBPF programs (connection tracking, rate limiting)
• Passing data from kernel to userspace (metrics, events)
• Configuration from userspace to kernel (rules, policies)
• Sharing data between eBPF programs
• Implementing flow tables or caches
• Real-time event streaming

Supported Map Types

Hash Maps

• BPF_MAP_TYPE_HASH: General key-value storage
• BPF_MAP_TYPE_LRU_HASH: Automatic LRU eviction
• BPF_MAP_TYPE_HASH_OF_MAPS: Hash table of maps
• BPF_MAP_TYPE_LRU_PERCPU_HASH: Per-CPU LRU hash

Array Maps

• BPF_MAP_TYPE_ARRAY: Fixed-size array
• BPF_MAP_TYPE_PERCPU_ARRAY: Per-CPU array
• BPF_MAP_TYPE_ARRAY_OF_MAPS: Array of maps

Special Maps

• BPF_MAP_TYPE_RINGBUF: Ring buffer (kernel 5.8+, preferred)
• BPF_MAP_TYPE_PERF_EVENT_ARRAY: Perf events (legacy)
• BPF_MAP_TYPE_QUEUE: FIFO queue
• BPF_MAP_TYPE_STACK: LIFO stack

Information to Gather

Ask the user:

1. Use Case: What is the map for? (state, events, config, metrics)
2. Map Type: Which type? (hash, array, ringbuf, etc.)
3. Key/Value Structure: What data structures?
4. Size: How many entries?
5. Update Pattern: Who updates? (kernel→user, user→kernel, both)
6. Concurrency: Per-CPU needed?

Map Definitions in C

1. Hash Map for Flow Tracking

#include <linux/bpf.h>
#include <bpf/bpf_helpers.h>

// Key: 5-tuple flow identifier
struct flow_key {
    __u32 src_ip;
    __u32 dst_ip;
    __u16 src_port;
    __u16 dst_port;
    __u8 protocol;
} __attribute__((packed));

// Value: Flow statistics
struct flow_stats {
    __u64 packets;
    __u64 bytes;
    __u64 first_seen;
    __u64 last_seen;
};

struct {
    __uint(type, BPF_MAP_TYPE_LRU_HASH);
    __uint(max_entries, 10000);
    __type(key, struct flow_key);
    __type(value, struct flow_stats);
} flow_table SEC(".maps");

// Usage in eBPF program
SEC("xdp")
int track_flows(struct xdp_md *ctx) {
    struct flow_key key = {0};
    // ... parse packet to fill key ...

    struct flow_stats *stats = bpf_map_lookup_elem(&flow_table, &key);
    if (stats) {
        // Existing flow - update stats
        __sync_fetch_and_add(&stats->packets, 1);
        __sync_fetch_and_add(&stats->bytes, ctx->data_end - ctx->data);
        stats->last_seen = bpf_ktime_get_ns();
    } else {
        // New flow - insert
        struct flow_stats new_stats = {
            .packets = 1,
            .bytes = ctx->data_end - ctx->data,
            .first_seen = bpf_ktime_get_ns(),
            .last_seen = bpf_ktime_get_ns(),
        };
        bpf_map_update_elem(&flow_table, &key, &new_stats, BPF_ANY);
    }

    return XDP_PASS;
}

2. Array Map for Per-Interface Counters

#define MAX_INTERFACES 256

struct {
    __uint(type, BPF_MAP_TYPE_ARRAY);
    __uint(max_entries, MAX_INTERFACES);
    __type(key, __u32);
    __type(value, __u64);
} interface_counters SEC(".maps");

SEC("xdp")
int count_packets(struct xdp_md *ctx) {
    __u32 ifindex = ctx->ingress_ifindex;
    __u64 *counter = bpf_map_lookup_elem(&interface_counters, &ifindex);

    if (counter)
        __sync_fetch_and_add(counter, 1);

    return XDP_PASS;
}

3. Ring Buffer for Events

// Event structure sent to userspace
struct packet_event {
    __u32 src_ip;
    __u32 dst_ip;
    __u16 src_port;
    __u16 dst_port;
    __u8 protocol;
    __u64 timestamp;
};

struct {
    __uint(type, BPF_MAP_TYPE_RINGBUF);
    __uint(max_entries, 256 * 1024); // 256 KB
} events SEC(".maps");

SEC("xdp")
int capture_events(struct xdp_md *ctx) {
    // ... parse packet ...

    // Reserve space in ring buffer
    struct packet_event *event = bpf_ringbuf_reserve(&events, sizeof(*event), 0);
    if (!event)
        return XDP_PASS;

    // Fill event data
    event->src_ip = /* ... */;
    event->dst_ip = /* ... */;
    event->src_port = /* ... */;
    event->dst_port = /* ... */;
    event->protocol = /* ... */;
    event->timestamp = bpf_ktime_get_ns();

    // Submit to userspace
    bpf_ringbuf_submit(event, 0);

    return XDP_PASS;
}

4. Per-CPU Hash Map for High-Performance Counters

struct {
    __uint(type, BPF_MAP_TYPE_PERCPU_HASH);
    __uint(max_entries, 1024);
    __type(key, __u32);
    __type(value, __u64);
} percpu_stats SEC(".maps");

SEC("xdp")
int percpu_count(struct xdp_md *ctx) {
    __u32 key = 0; // Global counter key
    __u64 *value = bpf_map_lookup_elem(&percpu_stats, &key);

    if (value)
        *value += 1; // No atomic ops needed - per-CPU!

    return XDP_PASS;
}

5. Configuration Map (Userspace → Kernel)

struct config {
    __u32 rate_limit;
    __u32 timeout_ms;
    __u8 enabled;
};

struct {
    __uint(type, BPF_MAP_TYPE_ARRAY);
    __uint(max_entries, 1);
    __type(key, __u32);
    __type(value, struct config);
} cnf_config SEC(".maps");

SEC("xdp")
int rate_limiter(struct xdp_md *ctx) {
    __u32 key = 0;
    struct config *cfg = bpf_map_lookup_elem(&cnf_config, &key);

    if (!cfg || !cfg->enabled)
        return XDP_PASS;

    // Use cfg->rate_limit for rate limiting logic
    // ...

    return XDP_PASS;
}

Go Userspace Code

1. Reading from Hash Map

package main

import (
    "fmt"
    "log"
    "encoding/binary"

    "github.com/cilium/ebpf"
)

// Must match C struct exactly
type FlowKey struct {
    SrcIP    uint32
    DstIP    uint32
    SrcPort  uint16
    DstPort  uint16
    Protocol uint8
    _        [3]byte // Padding for alignment
}

type FlowStats struct {
    Packets   uint64
    Bytes     uint64
    FirstSeen uint64
    LastSeen  uint64
}

func readFlowTable(flowMap *ebpf.Map) error {
    var (
        key   FlowKey
        value FlowStats
    )

    // Iterate over all entries
    iter := flowMap.Iterate()
    for iter.Next(&key, &value) {
        fmt.Printf("Flow: %d.%d.%d.%d:%d -> %d.%d.%d.%d:%d proto=%d packets=%d bytes=%d\n",
            byte(key.SrcIP), byte(key.SrcIP>>8), byte(key.SrcIP>>16), byte(key.SrcIP>>24), key.SrcPort,
            byte(key.DstIP), byte(key.DstIP>>8), byte(key.DstIP>>16), byte(key.DstIP>>24), key.DstPort,
            key.Protocol, value.Packets, value.Bytes)
    }

    if err := iter.Err(); err != nil {
        return fmt.Errorf("iterator error: %w", err)
    }

    return nil
}

// Lookup specific flow
func lookupFlow(flowMap *ebpf.Map, key FlowKey) (*FlowStats, error) {
    var stats FlowStats
    if err := flowMap.Lookup(&key, &stats); err != nil {
        return nil, fmt.Errorf("lookup failed: %w", err)
    }
    return &stats, nil
}

// Delete flow
func deleteFlow(flowMap *ebpf.Map, key FlowKey) error {
    if err := flowMap.Delete(&key); err != nil {
        return fmt.Errorf("delete failed: %w", err)
    }
    return nil
}

2. Writing Configuration to Map

type Config struct {
    RateLimit uint32
    TimeoutMs uint32
    Enabled   uint8
    _         [3]byte // Padding
}

func updateConfig(configMap *ebpf.Map, cfg Config) error {
    key := uint32(0)
    if err := configMap.Put(&key, &cfg); err != nil {
        return fmt.Errorf("config update failed: %w", err)
    }
    log.Printf("Config updated: rate_limit=%d, timeout=%dms, enabled=%d",
        cfg.RateLimit, cfg.TimeoutMs, cfg.Enabled)
    return nil
}

// Usage
func main() {
    // ... load eBPF objects ...

    cfg := Config{
        RateLimit: 1000,
        TimeoutMs: 5000,
        Enabled:   1,
    }

    if err := updateConfig(objs.CnfConfig, cfg); err != nil {
        log.Fatal(err)
    }
}

3. Reading from Ring Buffer

import (
    "bytes"
    "encoding/binary"
    "log"
    "os"
    "os/signal"
    "syscall"

    "github.com/cilium/ebpf/ringbuf"
)

type PacketEvent struct {
    SrcIP     uint32
    DstIP     uint32
    SrcPort   uint16
    DstPort   uint16
    Protocol  uint8
    _         [3]byte // Padding
    Timestamp uint64
}

func readRingBuffer(eventsMap *ebpf.Map) error {
    // Open ring buffer reader
    rd, err := ringbuf.NewReader(eventsMap)
    if err != nil {
        return fmt.Errorf("opening ringbuf reader: %w", err)
    }
    defer rd.Close()

    log.Println("Listening for events...")

    // Handle Ctrl+C
    sig := make(chan os.Signal, 1)
    signal.Notify(sig, syscall.SIGINT, syscall.SIGTERM)

    go func() {
        <-sig
        log.Println("Shutting down...")
        rd.Close()
    }()

    // Read events
    for {
        record, err := rd.Read()
        if err != nil {
            if errors.Is(err, ringbuf.ErrClosed) {
                return nil
            }
            return fmt.Errorf("reading from ringbuf: %w", err)
        }

        // Parse event
        var event PacketEvent
        if err := binary.Read(bytes.NewReader(record.RawSample), binary.LittleEndian, &event); err != nil {
            log.Printf("parsing event: %v", err)
            continue
        }

        log.Printf("Event: %d.%d.%d.%d:%d -> %d.%d.%d.%d:%d proto=%d ts=%d",
            byte(event.SrcIP), byte(event.SrcIP>>8), byte(event.SrcIP>>16), byte(event.SrcIP>>24), event.SrcPort,
            byte(event.DstIP), byte(event.DstIP>>8), byte(event.DstIP>>16), byte(event.DstIP>>24), event.DstPort,
            event.Protocol, event.Timestamp)
    }
}

4. Reading Per-CPU Maps

func readPerCPUMap(m *ebpf.Map) error {
    var (
        key    uint32 = 0
        values []uint64
    )

    // Lookup returns slice with one value per CPU
    if err := m.Lookup(&key, &values); err != nil {
        return fmt.Errorf("lookup failed: %w", err)
    }

    // Sum across all CPUs
    var total uint64
    for cpu, val := range values {
        log.Printf("CPU %d: %d", cpu, val)
        total += val
    }

    log.Printf("Total across all CPUs: %d", total)
    return nil
}

5. Reading Array Map

func readInterfaceCounters(countersMap *ebpf.Map) error {
    var (
        key   uint32
        value uint64
    )

    // Read all interface counters
    for ifindex := uint32(0); ifindex < 256; ifindex++ {
        key = ifindex
        if err := countersMap.Lookup(&key, &value); err != nil {
            continue // Skip non-existent entries
        }

        if value > 0 {
            log.Printf("Interface %d: %d packets", ifindex, value)
        }
    }

    return nil
}

Complete Example: Flow Tracker CNF

C Code (bytecode/flow.c)

#include <linux/bpf.h>
#include <linux/if_ether.h>
#include <linux/ip.h>
#include <linux/tcp.h>
#include <linux/udp.h>
#include <bpf/bpf_helpers.h>
#include <bpf/bpf_endian.h>

struct flow_key {
    __u32 src_ip;
    __u32 dst_ip;
    __u16 src_port;
    __u16 dst_port;
    __u8 protocol;
} __attribute__((packed));

struct flow_stats {
    __u64 packets;
    __u64 bytes;
    __u64 first_seen;
    __u64 last_seen;
};

struct {
    __uint(type, BPF_MAP_TYPE_LRU_HASH);
    __uint(max_entries, 10000);
    __type(key, struct flow_key);
    __type(value, struct flow_stats);
} flows SEC(".maps");

SEC("xdp")
int track_flows(struct xdp_md *ctx) {
    void *data = (void *)(long)ctx->data;
    void *data_end = (void *)(long)ctx->data_end;

    // Parse packet (simplified - see packet-parser skill)
    struct flow_key key = {0};
    // ... fill key from packet ...

    struct flow_stats *stats = bpf_map_lookup_elem(&flows, &key);
    if (stats) {
        __sync_fetch_and_add(&stats->packets, 1);
        __sync_fetch_and_add(&stats->bytes, (__u64)(data_end - data));
        stats->last_seen = bpf_ktime_get_ns();
    } else {
        struct flow_stats new_stats = {
            .packets = 1,
            .bytes = (__u64)(data_end - data),
            .first_seen = bpf_ktime_get_ns(),
            .last_seen = bpf_ktime_get_ns(),
        };
        bpf_map_update_elem(&flows, &key, &new_stats, BPF_NOEXIST);
    }

    return XDP_PASS;
}

char _license[] SEC("license") = "GPL";

Go Code (main.go)

package main

import (
    "log"
    "time"

    "github.com/cilium/ebpf"
    "github.com/cilium/ebpf/link"
)

//go:generate go tool bpf2go -type flow_key -type flow_stats Flow flow.c

func main() {
    // Load eBPF program
    spec, err := LoadFlow()
    if err != nil {
        log.Fatalf("loading spec: %v", err)
    }

    objs := &FlowObjects{}
    if err := spec.LoadAndAssign(objs, nil); err != nil {
        log.Fatalf("loading objects: %v", err)
    }
    defer objs.Close()

    // Attach to interface
    iface, _ := net.InterfaceByName("eth0")
    l, err := link.AttachXDP(link.XDPOptions{
        Program:   objs.TrackFlows,
        Interface: iface.Index,
    })
    if err != nil {
        log.Fatalf("attaching XDP: %v", err)
    }
    defer l.Close()

    // Periodically dump flows
    ticker := time.NewTicker(5 * time.Second)
    defer ticker.Stop()

    for range ticker.C {
        log.Println("=== Active Flows ===")

        var (
            key   FlowKey
            stats FlowStats
        )

        iter := objs.Flows.Iterate()
        for iter.Next(&key, &stats) {
            log.Printf("Flow: packets=%d bytes=%d duration=%dms",
                stats.Packets, stats.Bytes,
                (stats.LastSeen-stats.FirstSeen)/1000000)
        }

        if err := iter.Err(); err != nil {
            log.Printf("iteration error: %v", err)
        }
    }
}

Map-Based Policy Configuration

Maps are ideal for implementing dynamic routing policies, firewall rules, and other configuration that needs to be updated from userspace without reloading the eBPF program.

Use Case: Source-Based Routing Policy

Scenario: Route packets to different next-hops based on their source IP address.

C Map Definition

// Routing policy record
struct route_policy {
    __u32 interface_id;  // Output interface index
    __u32 next_hop;      // Next hop IP address (network byte order)
};

// Map: Source IP → Routing Policy
struct {
    __uint(type, BPF_MAP_TYPE_HASH);
    __type(key, __u32);   // Source IPv4 address
    __type(value, struct route_policy);
    __uint(max_entries, 1024);
} policy_routes SEC(".maps");

// eBPF program that uses the policy map
SEC("tc")
int apply_routing_policy(struct __sk_buff *skb) {
    // ... parse packet to get source IP ...
    __u32 src_ip = iph->saddr;

    // Look up policy
    struct route_policy *policy = bpf_map_lookup_elem(&policy_routes, &src_ip);
    if (!policy)
        return TC_ACT_OK;  // No policy, use normal routing

    // Apply policy (see ebpf-packet-redirect skill)
    struct bpf_redir_neigh nh = {
        .nh_family = AF_INET,
        .ipv4_nh = policy->next_hop,
    };

    return bpf_redirect_neigh(policy->interface_id, &nh, sizeof(nh), 0);
}

Go Policy Management

package main

import (
    "encoding/binary"
    "fmt"
    "net"

    "github.com/cilium/ebpf"
)

//go:generate go run github.com/cilium/ebpf/cmd/bpf2go -type route_policy PolicyRouter router.c

type RoutingPolicy struct {
    SourceIP  net.IP
    Interface string
    NextHop   net.IP
}

// Add routing policy to map
func addRoutingPolicy(m *ebpf.Map, policy RoutingPolicy) error {
    // Get interface index
    iface, err := net.InterfaceByName(policy.Interface)
    if err != nil {
        return fmt.Errorf("interface not found: %w", err)
    }

    // Convert source IP to map key (network byte order)
    srcIP := policy.SourceIP.To4()
    if srcIP == nil {
        return fmt.Errorf("invalid IPv4 address: %s", policy.SourceIP)
    }
    key := binary.BigEndian.Uint32(srcIP)

    // Convert next hop to network byte order
    nextHopIP := policy.NextHop.To4()
    if nextHopIP == nil {
        return fmt.Errorf("invalid next hop: %s", policy.NextHop)
    }
    nextHop := binary.BigEndian.Uint32(nextHopIP)

    // Create policy value
    value := PolicyRouterRoutePolicy{
        InterfaceId: uint32(iface.Index),
        NextHop:     nextHop,
    }

    // Insert into map
    if err := m.Put(&key, &value); err != nil {
        return fmt.Errorf("failed to add policy: %w", err)
    }

    return nil
}

// Remove routing policy from map
func removeRoutingPolicy(m *ebpf.Map, sourceIP net.IP) error {
    srcIP := sourceIP.To4()
    if srcIP == nil {
        return fmt.Errorf("invalid IPv4 address: %s", sourceIP)
    }
    key := binary.BigEndian.Uint32(srcIP)

    if err := m.Delete(&key); err != nil {
        return fmt.Errorf("failed to remove policy: %w", err)
    }

    return nil
}

// List all routing policies
func listRoutingPolicies(m *ebpf.Map) ([]RoutingPolicy, error) {
    var (
        key   uint32
        value PolicyRouterRoutePolicy
        policies []RoutingPolicy
    )

    iter := m.Iterate()
    for iter.Next(&key, &value) {
        // Convert key (uint32) back to IP
        srcIP := make(net.IP, 4)
        binary.BigEndian.PutUint32(srcIP, key)

        // Convert next hop back to IP
        nextHopIP := make(net.IP, 4)
        binary.BigEndian.PutUint32(nextHopIP, value.NextHop)

        // Get interface name
        iface, err := net.InterfaceByIndex(int(value.InterfaceId))
        if err != nil {
            continue // Skip if interface no longer exists
        }

        policies = append(policies, RoutingPolicy{
            SourceIP:  srcIP,
            Interface: iface.Name,
            NextHop:   nextHopIP,
        })
    }

    if err := iter.Err(); err != nil {
        return nil, fmt.Errorf("iteration error: %w", err)
    }

    return policies, nil
}

// Update policy (atomic replace)
func updateRoutingPolicy(m *ebpf.Map, policy RoutingPolicy) error {
    // Map updates are atomic, so just add with same key
    return addRoutingPolicy(m, policy)
}

Usage Example

func main() {
    // Load eBPF program
    spec, _ := LoadPolicyRouter()
    objs := &PolicyRouterObjects{}
    spec.LoadAndAssign(objs, nil)
    defer objs.Close()

    // Attach to interface...

    // Configure routing policies
    policies := []RoutingPolicy{
        {
            SourceIP:  net.ParseIP("192.168.100.5"),
            Interface: "eth1",
            NextHop:   net.ParseIP("10.0.1.1"),
        },
        {
            SourceIP:  net.ParseIP("10.10.1.100"),
            Interface: "eth2",
            NextHop:   net.ParseIP("10.0.2.1"),
        },
    }

    for _, policy := range policies {
        if err := addRoutingPolicy(objs.PolicyRoutes, policy); err != nil {
            log.Fatalf("adding policy: %v", err)
        }
        log.Printf("Added policy: %s via %s → %s",
            policy.SourceIP, policy.Interface, policy.NextHop)
    }

    // Later: update a policy dynamically
    updatePolicy := RoutingPolicy{
        SourceIP:  net.ParseIP("192.168.100.5"),
        Interface: "eth3",  // Changed interface
        NextHop:   net.ParseIP("10.0.3.1"),
    }
    updateRoutingPolicy(objs.PolicyRoutes, updatePolicy)

    // List all active policies
    activePolicies, _ := listRoutingPolicies(objs.PolicyRoutes)
    for _, p := range activePolicies {
        log.Printf("Active: %s → %s via %s", p.SourceIP, p.NextHop, p.Interface)
    }

    // Remove a policy
    removeRoutingPolicy(objs.PolicyRoutes, net.ParseIP("10.10.1.100"))
}

Dynamic Policy Updates

One of the key advantages of map-based configuration is dynamic updates without reloading:

// API endpoint to add routing policy
func handleAddPolicy(w http.ResponseWriter, r *http.Request) {
    var policy RoutingPolicy
    json.NewDecoder(r.Body).Decode(&policy)

    if err := addRoutingPolicy(policyMap, policy); err != nil {
        http.Error(w, err.Error(), http.StatusBadRequest)
        return
    }

    w.WriteHeader(http.StatusCreated)
}

// Watch for configuration changes
func watchConfigChanges(configFile string, policyMap *ebpf.Map) {
    watcher, _ := fsnotify.NewWatcher()
    watcher.Add(configFile)

    for {
        select {
        case event := <-watcher.Events:
            if event.Op&fsnotify.Write == fsnotify.Write {
                // Reload and update policies
                policies := loadPoliciesFromFile(configFile)
                for _, p := range policies {
                    updateRoutingPolicy(policyMap, p)
                }
            }
        }
    }
}

Other Policy Use Cases

1. Firewall Rules:

type FirewallRule struct {
    SrcIP     net.IP
    DstIP     net.IP
    DstPort   uint16
    Protocol  uint8
    Action    uint8  // ALLOW or DROP
}

2. Rate Limiting:

type RateLimitPolicy struct {
    SourceIP    net.IP
    MaxRate     uint32  // Packets per second
    BurstSize   uint32
}

3. QoS / Traffic Shaping:

type QoSPolicy struct {
    FlowID      uint64
    Priority    uint8
    Bandwidth   uint32  // Kbps
}

4. NAT Configuration:

type NATPolicy struct {
    InternalIP  net.IP
    ExternalIP  net.IP
    Port        uint16
}

Best Practices for Policy Maps

1. Use network byte order for IP addresses in keys/values
2. Validate policies before inserting into map
3. Check interface existence before adding policies
4. Log policy changes for auditing
5. Provide atomic updates (update entire policy, not partial)
6. Implement list/get operations for visibility
7. Handle map full errors gracefully
8. Version your policy structures for upgrades
9. Use LRU maps if policies should auto-expire
10. Document policy semantics clearly

Best Practices

1. Match struct layout exactly between C and Go (use

   __attribute__((packed))

   )
2. Use atomic operations when updating shared counters (

   __sync_fetch_and_add

   )
3. Check return values from map operations
4. Use LRU maps when entries should auto-expire
5. Use ringbuf over perf events (better performance, kernel 5.8+)
6. Use per-CPU maps for high-frequency updates
7. Handle iteration errors properly in Go
8. Close readers with defer
9. Size maps appropriately (affects memory usage)
10. Use

    -type

    flag in bpf2go to generate Go structs automatically

Common Pitfalls

• Struct padding mismatches between C and Go
• Forgetting to check map operation return values
• Not using atomic operations for concurrent updates
• Ring buffer size too small (events dropped)
• Not handling iteration errors
• Memory leaks from not closing readers/links