crowdsec/pkg/acquisition/acquisition.go
Thibault "bui" Koechlin b1c09f7512
acquisition : take prometheus level into account (#2885)
* properly take into account the aggregation level of prometheus metrics in acquisition
2024-03-13 14:57:19 +01:00

386 lines
14 KiB
Go

package acquisition
import (
"errors"
"fmt"
"io"
"os"
"strings"
"github.com/antonmedv/expr"
"github.com/antonmedv/expr/vm"
"github.com/google/uuid"
"github.com/prometheus/client_golang/prometheus"
log "github.com/sirupsen/logrus"
tomb "gopkg.in/tomb.v2"
"gopkg.in/yaml.v2"
"github.com/crowdsecurity/go-cs-lib/trace"
"github.com/crowdsecurity/crowdsec/pkg/acquisition/configuration"
appsecacquisition "github.com/crowdsecurity/crowdsec/pkg/acquisition/modules/appsec"
cloudwatchacquisition "github.com/crowdsecurity/crowdsec/pkg/acquisition/modules/cloudwatch"
dockeracquisition "github.com/crowdsecurity/crowdsec/pkg/acquisition/modules/docker"
fileacquisition "github.com/crowdsecurity/crowdsec/pkg/acquisition/modules/file"
journalctlacquisition "github.com/crowdsecurity/crowdsec/pkg/acquisition/modules/journalctl"
kafkaacquisition "github.com/crowdsecurity/crowdsec/pkg/acquisition/modules/kafka"
kinesisacquisition "github.com/crowdsecurity/crowdsec/pkg/acquisition/modules/kinesis"
k8sauditacquisition "github.com/crowdsecurity/crowdsec/pkg/acquisition/modules/kubernetesaudit"
lokiacquisition "github.com/crowdsecurity/crowdsec/pkg/acquisition/modules/loki"
s3acquisition "github.com/crowdsecurity/crowdsec/pkg/acquisition/modules/s3"
syslogacquisition "github.com/crowdsecurity/crowdsec/pkg/acquisition/modules/syslog"
wineventlogacquisition "github.com/crowdsecurity/crowdsec/pkg/acquisition/modules/wineventlog"
"github.com/crowdsecurity/crowdsec/pkg/exprhelpers"
"github.com/crowdsecurity/crowdsec/pkg/csconfig"
"github.com/crowdsecurity/crowdsec/pkg/types"
)
type DataSourceUnavailableError struct {
Name string
Err error
}
func (e *DataSourceUnavailableError) Error() string {
return fmt.Sprintf("datasource '%s' is not available: %v", e.Name, e.Err)
}
func (e *DataSourceUnavailableError) Unwrap() error {
return e.Err
}
// The interface each datasource must implement
type DataSource interface {
GetMetrics() []prometheus.Collector // Returns pointers to metrics that are managed by the module
GetAggregMetrics() []prometheus.Collector // Returns pointers to metrics that are managed by the module (aggregated mode, limits cardinality)
UnmarshalConfig([]byte) error // Decode and pre-validate the YAML datasource - anything that can be checked before runtime
Configure([]byte, *log.Entry, int) error // Complete the YAML datasource configuration and perform runtime checks.
ConfigureByDSN(string, map[string]string, *log.Entry, string) error // Configure the datasource
GetMode() string // Get the mode (TAIL, CAT or SERVER)
GetName() string // Get the name of the module
OneShotAcquisition(chan types.Event, *tomb.Tomb) error // Start one shot acquisition(eg, cat a file)
StreamingAcquisition(chan types.Event, *tomb.Tomb) error // Start live acquisition (eg, tail a file)
CanRun() error // Whether the datasource can run or not (eg, journalctl on BSD is a non-sense)
GetUuid() string // Get the unique identifier of the datasource
Dump() interface{}
}
var AcquisitionSources = map[string]func() DataSource{
"file": func() DataSource { return &fileacquisition.FileSource{} },
"journalctl": func() DataSource { return &journalctlacquisition.JournalCtlSource{} },
"cloudwatch": func() DataSource { return &cloudwatchacquisition.CloudwatchSource{} },
"syslog": func() DataSource { return &syslogacquisition.SyslogSource{} },
"docker": func() DataSource { return &dockeracquisition.DockerSource{} },
"kinesis": func() DataSource { return &kinesisacquisition.KinesisSource{} },
"wineventlog": func() DataSource { return &wineventlogacquisition.WinEventLogSource{} },
"kafka": func() DataSource { return &kafkaacquisition.KafkaSource{} },
"k8s-audit": func() DataSource { return &k8sauditacquisition.KubernetesAuditSource{} },
"loki": func() DataSource { return &lokiacquisition.LokiSource{} },
"s3": func() DataSource { return &s3acquisition.S3Source{} },
"appsec": func() DataSource { return &appsecacquisition.AppsecSource{} },
}
var transformRuntimes = map[string]*vm.Program{}
func GetDataSourceIface(dataSourceType string) DataSource {
source := AcquisitionSources[dataSourceType]
if source == nil {
return nil
}
return source()
}
// DataSourceConfigure creates and returns a DataSource object from a configuration,
// if the configuration is not valid it returns an error.
// If the datasource can't be run (eg. journalctl not available), it still returns an error which
// can be checked for the appropriate action.
func DataSourceConfigure(commonConfig configuration.DataSourceCommonCfg, metricsLevel int) (*DataSource, error) {
// we dump it back to []byte, because we want to decode the yaml blob twice:
// once to DataSourceCommonCfg, and then later to the dedicated type of the datasource
yamlConfig, err := yaml.Marshal(commonConfig)
if err != nil {
return nil, fmt.Errorf("unable to marshal back interface: %w", err)
}
if dataSrc := GetDataSourceIface(commonConfig.Source); dataSrc != nil {
/* this logger will then be used by the datasource at runtime */
clog := log.New()
if err := types.ConfigureLogger(clog); err != nil {
return nil, fmt.Errorf("while configuring datasource logger: %w", err)
}
if commonConfig.LogLevel != nil {
clog.SetLevel(*commonConfig.LogLevel)
}
customLog := log.Fields{
"type": commonConfig.Source,
}
if commonConfig.Name != "" {
customLog["name"] = commonConfig.Name
}
subLogger := clog.WithFields(customLog)
/* check eventual dependencies are satisfied (ie. journald will check journalctl availability) */
if err := dataSrc.CanRun(); err != nil {
return nil, &DataSourceUnavailableError{Name: commonConfig.Source, Err: err}
}
/* configure the actual datasource */
if err := dataSrc.Configure(yamlConfig, subLogger, metricsLevel); err != nil {
return nil, fmt.Errorf("failed to configure datasource %s: %w", commonConfig.Source, err)
}
return &dataSrc, nil
}
return nil, fmt.Errorf("cannot find source %s", commonConfig.Source)
}
// detectBackwardCompatAcquis: try to magically detect the type for backward compat (type was not mandatory then)
func detectBackwardCompatAcquis(sub configuration.DataSourceCommonCfg) string {
if _, ok := sub.Config["filename"]; ok {
return "file"
}
if _, ok := sub.Config["filenames"]; ok {
return "file"
}
if _, ok := sub.Config["journalctl_filter"]; ok {
return "journalctl"
}
return ""
}
func LoadAcquisitionFromDSN(dsn string, labels map[string]string, transformExpr string) ([]DataSource, error) {
var sources []DataSource
frags := strings.Split(dsn, ":")
if len(frags) == 1 {
return nil, fmt.Errorf("%s isn't valid dsn (no protocol)", dsn)
}
dataSrc := GetDataSourceIface(frags[0])
if dataSrc == nil {
return nil, fmt.Errorf("no acquisition for protocol %s://", frags[0])
}
/* this logger will then be used by the datasource at runtime */
clog := log.New()
if err := types.ConfigureLogger(clog); err != nil {
return nil, fmt.Errorf("while configuring datasource logger: %w", err)
}
subLogger := clog.WithFields(log.Fields{
"type": dsn,
})
uniqueId := uuid.NewString()
if transformExpr != "" {
vm, err := expr.Compile(transformExpr, exprhelpers.GetExprOptions(map[string]interface{}{"evt": &types.Event{}})...)
if err != nil {
return nil, fmt.Errorf("while compiling transform expression '%s': %w", transformExpr, err)
}
transformRuntimes[uniqueId] = vm
}
err := dataSrc.ConfigureByDSN(dsn, labels, subLogger, uniqueId)
if err != nil {
return nil, fmt.Errorf("while configuration datasource for %s: %w", dsn, err)
}
sources = append(sources, dataSrc)
return sources, nil
}
func GetMetricsLevelFromPromCfg(prom *csconfig.PrometheusCfg) int {
if prom == nil {
return configuration.METRICS_FULL
}
if !prom.Enabled {
return configuration.METRICS_NONE
}
if prom.Level == configuration.CFG_METRICS_AGGREGATE {
return configuration.METRICS_AGGREGATE
}
if prom.Level == configuration.CFG_METRICS_FULL {
return configuration.METRICS_FULL
}
return configuration.METRICS_FULL
}
// LoadAcquisitionFromFile unmarshals the configuration item and checks its availability
func LoadAcquisitionFromFile(config *csconfig.CrowdsecServiceCfg, prom *csconfig.PrometheusCfg) ([]DataSource, error) {
var sources []DataSource
metrics_level := GetMetricsLevelFromPromCfg(prom)
for _, acquisFile := range config.AcquisitionFiles {
log.Infof("loading acquisition file : %s", acquisFile)
yamlFile, err := os.Open(acquisFile)
if err != nil {
return nil, err
}
dec := yaml.NewDecoder(yamlFile)
dec.SetStrict(true)
idx := -1
for {
var sub configuration.DataSourceCommonCfg
err = dec.Decode(&sub)
idx += 1
if err != nil {
if !errors.Is(err, io.EOF) {
return nil, fmt.Errorf("failed to yaml decode %s: %w", acquisFile, err)
}
log.Tracef("End of yaml file")
break
}
//for backward compat ('type' was not mandatory, detect it)
if guessType := detectBackwardCompatAcquis(sub); guessType != "" {
sub.Source = guessType
}
//it's an empty item, skip it
if len(sub.Labels) == 0 {
if sub.Source == "" {
log.Debugf("skipping empty item in %s", acquisFile)
continue
}
return nil, fmt.Errorf("missing labels in %s (position: %d)", acquisFile, idx)
}
if sub.Source == "" {
return nil, fmt.Errorf("data source type is empty ('source') in %s (position: %d)", acquisFile, idx)
}
if GetDataSourceIface(sub.Source) == nil {
return nil, fmt.Errorf("unknown data source %s in %s (position: %d)", sub.Source, acquisFile, idx)
}
uniqueId := uuid.NewString()
sub.UniqueId = uniqueId
src, err := DataSourceConfigure(sub, metrics_level)
if err != nil {
var dserr *DataSourceUnavailableError
if errors.As(err, &dserr) {
log.Error(err)
continue
}
return nil, fmt.Errorf("while configuring datasource of type %s from %s (position: %d): %w", sub.Source, acquisFile, idx, err)
}
if sub.TransformExpr != "" {
vm, err := expr.Compile(sub.TransformExpr, exprhelpers.GetExprOptions(map[string]interface{}{"evt": &types.Event{}})...)
if err != nil {
return nil, fmt.Errorf("while compiling transform expression '%s' for datasource %s in %s (position: %d): %w", sub.TransformExpr, sub.Source, acquisFile, idx, err)
}
transformRuntimes[uniqueId] = vm
}
sources = append(sources, *src)
}
}
return sources, nil
}
func GetMetrics(sources []DataSource, aggregated bool) error {
var metrics []prometheus.Collector
for i := 0; i < len(sources); i++ {
if aggregated {
metrics = sources[i].GetMetrics()
} else {
metrics = sources[i].GetAggregMetrics()
}
for _, metric := range metrics {
if err := prometheus.Register(metric); err != nil {
if _, ok := err.(prometheus.AlreadyRegisteredError); !ok {
return fmt.Errorf("could not register metrics for datasource %s: %w", sources[i].GetName(), err)
}
// ignore the error
}
}
}
return nil
}
func transform(transformChan chan types.Event, output chan types.Event, AcquisTomb *tomb.Tomb, transformRuntime *vm.Program, logger *log.Entry) {
defer trace.CatchPanic("crowdsec/acquis")
logger.Infof("transformer started")
for {
select {
case <-AcquisTomb.Dying():
logger.Debugf("transformer is dying")
return
case evt := <-transformChan:
logger.Tracef("Received event %s", evt.Line.Raw)
out, err := expr.Run(transformRuntime, map[string]interface{}{"evt": &evt})
if err != nil {
logger.Errorf("while running transform expression: %s, sending event as-is", err)
output <- evt
}
if out == nil {
logger.Errorf("transform expression returned nil, sending event as-is")
output <- evt
}
switch v := out.(type) {
case string:
logger.Tracef("transform expression returned %s", v)
evt.Line.Raw = v
output <- evt
case []interface{}:
logger.Tracef("transform expression returned %v", v) //nolint:asasalint // We actually want to log the slice content
for _, line := range v {
l, ok := line.(string)
if !ok {
logger.Errorf("transform expression returned []interface{}, but cannot assert an element to string")
output <- evt
continue
}
evt.Line.Raw = l
output <- evt
}
case []string:
logger.Tracef("transform expression returned %v", v)
for _, line := range v {
evt.Line.Raw = line
output <- evt
}
default:
logger.Errorf("transform expression returned an invalid type %T, sending event as-is", out)
output <- evt
}
}
}
}
func StartAcquisition(sources []DataSource, output chan types.Event, AcquisTomb *tomb.Tomb) error {
// Don't wait if we have no sources, as it will hang forever
if len(sources) == 0 {
return nil
}
for i := 0; i < len(sources); i++ {
subsrc := sources[i] //ensure its a copy
log.Debugf("starting one source %d/%d ->> %T", i, len(sources), subsrc)
AcquisTomb.Go(func() error {
defer trace.CatchPanic("crowdsec/acquis")
var err error
outChan := output
log.Debugf("datasource %s UUID: %s", subsrc.GetName(), subsrc.GetUuid())
if transformRuntime, ok := transformRuntimes[subsrc.GetUuid()]; ok {
log.Infof("transform expression found for datasource %s", subsrc.GetName())
transformChan := make(chan types.Event)
outChan = transformChan
transformLogger := log.WithFields(log.Fields{
"component": "transform",
"datasource": subsrc.GetName(),
})
AcquisTomb.Go(func() error {
transform(outChan, output, AcquisTomb, transformRuntime, transformLogger)
return nil
})
}
if subsrc.GetMode() == configuration.TAIL_MODE {
err = subsrc.StreamingAcquisition(outChan, AcquisTomb)
} else {
err = subsrc.OneShotAcquisition(outChan, AcquisTomb)
}
if err != nil {
//if one of the acqusition returns an error, we kill the others to properly shutdown
AcquisTomb.Kill(err)
}
return nil
})
}
/*return only when acquisition is over (cat) or never (tail)*/
err := AcquisTomb.Wait()
return err
}