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This change split the inlet component into a simpler inlet and a new outlet component. The new inlet component receive flows and put them in Kafka, unparsed. The outlet component takes them from Kafka and resume the processing from here (flow parsing, enrichment) and puts them in ClickHouse. The main goal is to ensure the inlet does a minimal work to not be late when processing packets (and restart faster). It also brings some simplification as the number of knobs to tune everything is reduced: for inlet, we only need to tune the queue size for UDP, the number of workers and a few Kafka parameters; for outlet, we need to tune a few Kafka parameters, the number of workers and a few ClickHouse parameters. The outlet component features a simple Kafka input component. The core component becomes just a callback function. There is also a new ClickHouse component to push data to ClickHouse using the low-level ch-go library with batch inserts. This processing has an impact on the internal representation of a FlowMessage. Previously, it was tailored to dynamically build the protobuf message to be put in Kafka. Now, it builds the batch request to be sent to ClickHouse. This makes the FlowMessage structure hides the content of the next batch request and therefore, it should be reused. This also changes the way we decode flows as they don't output FlowMessage anymore, they reuse one that is provided to each worker. The ClickHouse tables are slightly updated. Instead of using Kafka engine, the Null engine is used instead. Fix #1122
360 lines
11 KiB
Go
360 lines
11 KiB
Go
// SPDX-FileCopyrightText: 2022 Free Mobile
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// SPDX-License-Identifier: AGPL-3.0-only
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package core
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import (
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"context"
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"net/netip"
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"strconv"
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"time"
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"akvorado/common/schema"
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)
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// exporterAndInterfaceInfo aggregates both exporter info and interface info
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type exporterAndInterfaceInfo struct {
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Exporter exporterInfo
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Interface interfaceInfo
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}
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// enrichFlow adds more data to a flow.
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func (w *worker) enrichFlow(exporterIP netip.Addr, exporterStr string) (skip bool) {
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var flowExporterName string
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var flowInIfName, flowInIfDescription, flowOutIfName, flowOutIfDescription string
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var flowInIfSpeed, flowOutIfSpeed, flowInIfIndex, flowOutIfIndex uint32
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var flowInIfVlan, flowOutIfVlan uint16
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t := time.Now() // only call it once
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expClassification := exporterClassification{}
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inIfClassification := interfaceClassification{}
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outIfClassification := interfaceClassification{}
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flow := w.bf
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c := w.c
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if flow.InIf != 0 {
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answer, ok := c.d.Metadata.Lookup(t, exporterIP, uint(flow.InIf))
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if !ok {
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c.metrics.flowsErrors.WithLabelValues(exporterStr, "SNMP cache miss").Inc()
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skip = true
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} else {
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flowExporterName = answer.Exporter.Name
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expClassification.Region = answer.Exporter.Region
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expClassification.Role = answer.Exporter.Role
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expClassification.Tenant = answer.Exporter.Tenant
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expClassification.Site = answer.Exporter.Site
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expClassification.Group = answer.Exporter.Group
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flowInIfIndex = flow.InIf
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flowInIfName = answer.Interface.Name
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flowInIfDescription = answer.Interface.Description
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flowInIfSpeed = uint32(answer.Interface.Speed)
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inIfClassification.Provider = answer.Interface.Provider
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inIfClassification.Connectivity = answer.Interface.Connectivity
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inIfClassification.Boundary = answer.Interface.Boundary
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flowInIfVlan = flow.SrcVlan
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}
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}
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if flow.OutIf != 0 {
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answer, ok := c.d.Metadata.Lookup(t, exporterIP, uint(flow.OutIf))
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if !ok {
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// Only register a cache miss if we don't have one.
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// TODO: maybe we could do one SNMP query for both interfaces.
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if !skip {
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c.metrics.flowsErrors.WithLabelValues(exporterStr, "SNMP cache miss").Inc()
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skip = true
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}
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} else {
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flowExporterName = answer.Exporter.Name
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expClassification.Region = answer.Exporter.Region
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expClassification.Role = answer.Exporter.Role
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expClassification.Tenant = answer.Exporter.Tenant
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expClassification.Site = answer.Exporter.Site
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expClassification.Group = answer.Exporter.Group
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flowOutIfIndex = flow.OutIf
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flowOutIfName = answer.Interface.Name
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flowOutIfDescription = answer.Interface.Description
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flowOutIfSpeed = uint32(answer.Interface.Speed)
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outIfClassification.Provider = answer.Interface.Provider
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outIfClassification.Connectivity = answer.Interface.Connectivity
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outIfClassification.Boundary = answer.Interface.Boundary
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flowOutIfVlan = flow.DstVlan
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}
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}
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// We need at least one of them.
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if flow.OutIf == 0 && flow.InIf == 0 {
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c.metrics.flowsErrors.WithLabelValues(exporterStr, "input and output interfaces missing").Inc()
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skip = true
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}
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if samplingRate, ok := c.config.OverrideSamplingRate.Lookup(exporterIP); ok && samplingRate > 0 {
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flow.SamplingRate = uint64(samplingRate)
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}
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if flow.SamplingRate == 0 {
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if samplingRate, ok := c.config.DefaultSamplingRate.Lookup(exporterIP); ok && samplingRate > 0 {
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flow.SamplingRate = uint64(samplingRate)
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} else {
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c.metrics.flowsErrors.WithLabelValues(exporterStr, "sampling rate missing").Inc()
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skip = true
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}
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}
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if skip {
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return
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}
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// Classification
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if !c.classifyExporter(t, exporterStr, flowExporterName, flow, expClassification) ||
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!c.classifyInterface(t, exporterStr, flowExporterName, flow,
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flowOutIfIndex, flowOutIfName, flowOutIfDescription, flowOutIfSpeed, flowOutIfVlan, outIfClassification,
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false) ||
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!c.classifyInterface(t, exporterStr, flowExporterName, flow,
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flowInIfIndex, flowInIfName, flowInIfDescription, flowInIfSpeed, flowInIfVlan, inIfClassification,
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true) {
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// Flow is rejected
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return true
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}
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ctx := c.t.Context(context.Background())
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sourceRouting := c.d.Routing.Lookup(ctx, flow.SrcAddr, netip.Addr{}, flow.ExporterAddress)
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destRouting := c.d.Routing.Lookup(ctx, flow.DstAddr, flow.NextHop, flow.ExporterAddress)
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// set prefix len according to user config
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flow.SrcNetMask = c.getNetMask(flow.SrcNetMask, sourceRouting.NetMask)
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flow.DstNetMask = c.getNetMask(flow.DstNetMask, destRouting.NetMask)
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// set next hop according to user config
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flow.NextHop = c.getNextHop(flow.NextHop, destRouting.NextHop)
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// set asns according to user config
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flow.SrcAS = c.getASNumber(flow.SrcAS, sourceRouting.ASN)
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flow.DstAS = c.getASNumber(flow.DstAS, destRouting.ASN)
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flow.AppendArrayUInt32(schema.ColumnDstCommunities, destRouting.Communities)
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flow.AppendArrayUInt32(schema.ColumnDstASPath, destRouting.ASPath)
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if len(destRouting.LargeCommunities) > 0 {
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communities := make([]schema.UInt128, len(destRouting.LargeCommunities))
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for i, comm := range destRouting.LargeCommunities {
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communities[i] = schema.UInt128{
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High: uint64(comm.ASN),
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Low: (uint64(comm.LocalData1) << 32) + uint64(comm.LocalData2),
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}
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}
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flow.AppendArrayUInt128(schema.ColumnDstLargeCommunities, communities)
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}
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flow.AppendString(schema.ColumnExporterName, flowExporterName)
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flow.AppendUint(schema.ColumnInIfSpeed, uint64(flowInIfSpeed))
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flow.AppendUint(schema.ColumnOutIfSpeed, uint64(flowOutIfSpeed))
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return
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}
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// getASNumber retrieves the AS number for a flow, depending on user preferences.
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func (c *Component) getASNumber(flowAS, bmpAS uint32) (asn uint32) {
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for _, provider := range c.config.ASNProviders {
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if asn != 0 {
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break
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}
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switch provider {
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case ASNProviderGeoIP:
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// This is a shortcut
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return 0
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case ASNProviderFlow:
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asn = flowAS
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case ASNProviderFlowExceptPrivate:
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asn = flowAS
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if isPrivateAS(asn) {
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asn = 0
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}
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case ASNProviderRouting:
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asn = bmpAS
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case ASNProviderRoutingExceptPrivate:
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asn = bmpAS
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if isPrivateAS(asn) {
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asn = 0
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}
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}
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}
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return asn
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}
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// getNetMask retrieves the prefix length for a flow, depending on user preferences.
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func (c *Component) getNetMask(flowMask, bmpMask uint8) (mask uint8) {
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for _, provider := range c.config.NetProviders {
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if mask != 0 {
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break
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}
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switch provider {
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case NetProviderFlow:
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mask = flowMask
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case NetProviderRouting:
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mask = bmpMask
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}
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}
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return mask
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}
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func (c *Component) getNextHop(flowNextHop netip.Addr, bmpNextHop netip.Addr) (nextHop netip.Addr) {
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nextHop = netip.IPv6Unspecified()
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for _, provider := range c.config.NetProviders {
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if !nextHop.IsUnspecified() {
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break
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}
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switch provider {
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case NetProviderFlow:
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nextHop = flowNextHop
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case NetProviderRouting:
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nextHop = bmpNextHop
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}
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}
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return nextHop
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}
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func (c *Component) writeExporter(flow *schema.FlowMessage, classification exporterClassification) bool {
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if classification.Reject {
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return false
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}
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flow.AppendString(schema.ColumnExporterGroup, classification.Group)
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flow.AppendString(schema.ColumnExporterRole, classification.Role)
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flow.AppendString(schema.ColumnExporterSite, classification.Site)
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flow.AppendString(schema.ColumnExporterRegion, classification.Region)
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flow.AppendString(schema.ColumnExporterTenant, classification.Tenant)
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return true
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}
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func (c *Component) classifyExporter(t time.Time, ip string, name string, flow *schema.FlowMessage, classification exporterClassification) bool {
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// we already have the info provided by the metadata component
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if (classification != exporterClassification{}) {
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return c.writeExporter(flow, classification)
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}
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if len(c.config.ExporterClassifiers) == 0 {
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return true
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}
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si := exporterInfo{IP: ip, Name: name}
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if classification, ok := c.classifierExporterCache.Get(t, si); ok {
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return c.writeExporter(flow, classification)
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}
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for idx, rule := range c.config.ExporterClassifiers {
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if err := rule.exec(si, &classification); err != nil {
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c.classifierErrLogger.Err(err).
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Str("type", "exporter").
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Int("index", idx).
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Str("exporter", name).
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Msg("error executing classifier")
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c.metrics.classifierErrors.WithLabelValues("exporter", strconv.Itoa(idx)).Inc()
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break
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}
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if classification.Group == "" || classification.Role == "" || classification.Site == "" || classification.Region == "" || classification.Tenant == "" {
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continue
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}
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break
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}
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c.classifierExporterCache.Put(t, si, classification)
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return c.writeExporter(flow, classification)
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}
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func (c *Component) writeInterface(flow *schema.FlowMessage, classification interfaceClassification, directionIn bool) bool {
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if classification.Reject {
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return false
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}
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if directionIn {
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flow.AppendString(schema.ColumnInIfName, classification.Name)
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flow.AppendString(schema.ColumnInIfDescription, classification.Description)
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flow.AppendString(schema.ColumnInIfConnectivity, classification.Connectivity)
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flow.AppendString(schema.ColumnInIfProvider, classification.Provider)
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flow.AppendUint(schema.ColumnInIfBoundary, uint64(classification.Boundary))
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} else {
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flow.AppendString(schema.ColumnOutIfName, classification.Name)
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flow.AppendString(schema.ColumnOutIfDescription, classification.Description)
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flow.AppendString(schema.ColumnOutIfConnectivity, classification.Connectivity)
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flow.AppendString(schema.ColumnOutIfProvider, classification.Provider)
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flow.AppendUint(schema.ColumnOutIfBoundary, uint64(classification.Boundary))
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}
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return true
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}
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func (c *Component) classifyInterface(
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t time.Time,
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ip string,
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exporterName string,
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fl *schema.FlowMessage,
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ifIndex uint32,
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ifName,
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ifDescription string,
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ifSpeed uint32,
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ifVlan uint16,
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classification interfaceClassification,
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directionIn bool,
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) bool {
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// we already have the info provided by the metadata component
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if (classification != interfaceClassification{}) {
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classification.Name = ifName
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classification.Description = ifDescription
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return c.writeInterface(fl, classification, directionIn)
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}
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if len(c.config.InterfaceClassifiers) == 0 {
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classification.Name = ifName
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classification.Description = ifDescription
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c.writeInterface(fl, classification, directionIn)
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return true
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}
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si := exporterInfo{IP: ip, Name: exporterName}
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ii := interfaceInfo{
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Index: ifIndex,
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Name: ifName,
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Description: ifDescription,
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Speed: ifSpeed,
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VLAN: ifVlan,
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}
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key := exporterAndInterfaceInfo{
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Exporter: si,
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Interface: ii,
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}
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if classification, ok := c.classifierInterfaceCache.Get(t, key); ok {
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return c.writeInterface(fl, classification, directionIn)
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}
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for idx, rule := range c.config.InterfaceClassifiers {
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err := rule.exec(si, ii, &classification)
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if err != nil {
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c.classifierErrLogger.Err(err).
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Str("type", "interface").
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Int("index", idx).
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Str("exporter", exporterName).
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Str("interface", ifName).
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Msg("error executing classifier")
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c.metrics.classifierErrors.WithLabelValues("interface", strconv.Itoa(idx)).Inc()
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break
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}
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if classification.Connectivity == "" || classification.Provider == "" {
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continue
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}
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if classification.Boundary == schema.InterfaceBoundaryUndefined {
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continue
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}
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break
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}
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if classification.Name == "" {
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classification.Name = ifName
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}
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if classification.Description == "" {
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classification.Description = ifDescription
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}
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c.classifierInterfaceCache.Put(t, key, classification)
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return c.writeInterface(fl, classification, directionIn)
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}
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func isPrivateAS(as uint32) bool {
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// See https://www.iana.org/assignments/iana-as-numbers-special-registry/iana-as-numbers-special-registry.xhtml
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if as == 0 || as == 23456 {
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return true
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}
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if 64496 <= as && as <= 65551 || 4_200_000_000 <= as && as <= 4_294_967_295 {
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return true
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}
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return false
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}
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