fix: make detected fields work for both json and proto (#12682)

pull/12590/head
Trevor Whitney 2 years ago committed by GitHub
parent ee0020c1b1
commit f68d1f7faf
No known key found for this signature in database
GPG Key ID: B5690EEEBB952194
  1. 10
      integration/client/client.go
  2. 223
      integration/explore_logs_test.go
  3. 330
      pkg/logproto/logproto.pb.go
  4. 4
      pkg/logproto/logproto.proto
  5. 7
      pkg/loki/modules.go
  6. 14
      pkg/querier/querier.go
  7. 2
      pkg/querier/queryrange/codec.go
  8. 65
      pkg/querier/queryrange/roundtrip.go
  9. 9
      pkg/storage/detected/fields.go

@ -111,7 +111,7 @@ func (c *Client) PushOTLPLogLine(line string, timestamp time.Time, logAttributes
return c.pushOTLPLogLine(line, timestamp, logAttributes)
}
func formatTS(ts time.Time) string {
func FormatTS(ts time.Time) string {
return strconv.FormatInt(ts.UnixNano(), 10)
}
@ -130,7 +130,7 @@ func (c *Client) pushLogLine(line string, timestamp time.Time, structuredMetadat
},
Values: [][]any{
{
formatTS(timestamp),
FormatTS(timestamp),
line,
structuredMetadata,
},
@ -509,7 +509,7 @@ func (c *Client) RunQuery(ctx context.Context, query string, extraHeaders ...Hea
v := url.Values{}
v.Set("query", query)
v.Set("time", formatTS(c.Now.Add(time.Second)))
v.Set("time", FormatTS(c.Now.Add(time.Second)))
u, err := url.Parse(c.baseURL)
if err != nil {
@ -568,8 +568,8 @@ func (c *Client) parseResponse(buf []byte, statusCode int) (*Response, error) {
func (c *Client) rangeQueryURL(query string, start, end time.Time) string {
v := url.Values{}
v.Set("query", query)
v.Set("start", formatTS(start))
v.Set("end", formatTS(end))
v.Set("start", FormatTS(start))
v.Set("end", FormatTS(end))
u, err := url.Parse(c.baseURL)
if err != nil {

@ -0,0 +1,223 @@
//go:build integration
package integration
import (
"context"
"encoding/json"
"io"
"net/url"
"testing"
"time"
"github.com/stretchr/testify/assert"
"github.com/stretchr/testify/require"
"github.com/grafana/loki/v3/integration/client"
"github.com/grafana/loki/v3/integration/cluster"
)
type DetectedField struct {
Label string `json:"label"`
Type string `json:"type"`
Cardinality uint64 `json:"cardinality"`
}
type DetectedFields []DetectedField
type DetectedFieldResponse struct {
Fields DetectedFields `json:"fields"`
}
func Test_ExploreLogsApis(t *testing.T) {
clu := cluster.New(nil, cluster.SchemaWithTSDBAndTSDB, func(c *cluster.Cluster) {
c.SetSchemaVer("v13")
})
defer func() {
assert.NoError(t, clu.Cleanup())
}()
// run initially the compactor, indexgateway, and distributor.
var (
tCompactor = clu.AddComponent(
"compactor",
"-target=compactor",
"-compactor.compaction-interval=1s",
"-compactor.retention-delete-delay=1s",
// By default, a minute is added to the delete request start time. This compensates for that.
"-compactor.delete-request-cancel-period=-60s",
"-compactor.deletion-mode=filter-and-delete",
)
tIndexGateway = clu.AddComponent(
"index-gateway",
"-target=index-gateway",
)
tDistributor = clu.AddComponent(
"distributor",
"-target=distributor",
)
)
require.NoError(t, clu.Run())
// then, run only the ingester and query scheduler.
var (
tIngester = clu.AddComponent(
"ingester",
"-target=ingester",
"-boltdb.shipper.index-gateway-client.server-address="+tIndexGateway.GRPCURL(),
)
tQueryScheduler = clu.AddComponent(
"query-scheduler",
"-target=query-scheduler",
"-query-scheduler.use-scheduler-ring=false",
"-boltdb.shipper.index-gateway-client.server-address="+tIndexGateway.GRPCURL(),
)
)
require.NoError(t, clu.Run())
// the run querier.
var (
tQuerier = clu.AddComponent(
"querier",
"-target=querier",
"-querier.scheduler-address="+tQueryScheduler.GRPCURL(),
"-boltdb.shipper.index-gateway-client.server-address="+tIndexGateway.GRPCURL(),
"-common.compactor-address="+tCompactor.HTTPURL(),
)
)
require.NoError(t, clu.Run())
// finally, run the query-frontend.
var (
tQueryFrontend = clu.AddComponent(
"query-frontend",
"-target=query-frontend",
"-frontend.scheduler-address="+tQueryScheduler.GRPCURL(),
"-boltdb.shipper.index-gateway-client.server-address="+tIndexGateway.GRPCURL(),
"-common.compactor-address="+tCompactor.HTTPURL(),
"-querier.per-request-limits-enabled=true",
"-frontend.encoding=protobuf",
"-querier.shard-aggregations=quantile_over_time",
"-frontend.tail-proxy-url="+tQuerier.HTTPURL(),
)
)
require.NoError(t, clu.Run())
tenantID := randStringRunes()
now := time.Now()
cliDistributor := client.New(tenantID, "", tDistributor.HTTPURL())
cliDistributor.Now = now
cliIngester := client.New(tenantID, "", tIngester.HTTPURL())
cliIngester.Now = now
cliQueryFrontend := client.New(tenantID, "", tQueryFrontend.HTTPURL())
cliQueryFrontend.Now = now
t.Run("/detected_fields", func(t *testing.T) {
// ingest some log lines
require.NoError(t, cliDistributor.PushLogLine("foo=bar color=red", now.Add(-45*time.Minute), nil, map[string]string{"job": "fake"}))
require.NoError(t, cliDistributor.PushLogLine("foo=bar color=blue", now.Add(-45*time.Minute), nil, map[string]string{"job": "fake"}))
require.NoError(t, cliDistributor.PushLogLine("foo=bar color=red", now.Add(-5*time.Second), nil, map[string]string{"job": "fake"}))
require.NoError(t, cliDistributor.PushLogLine("foo=bar color=purple", now.Add(-5*time.Second), nil, map[string]string{"job": "fake"}))
require.NoError(t, cliDistributor.PushLogLine("foo=bar color=green", now, nil, map[string]string{"job": "fake"}))
require.NoError(t, cliDistributor.PushLogLine("foo=bar color=red", now, nil, map[string]string{"job": "fake"}))
// validate logs are there
resp, err := cliQueryFrontend.RunRangeQuery(context.Background(), `{job="fake"}`)
require.NoError(t, err)
assert.Equal(t, "streams", resp.Data.ResultType)
var lines []string
for _, stream := range resp.Data.Stream {
for _, val := range stream.Values {
lines = append(lines, val[1])
}
}
assert.ElementsMatch(t, []string{"foo=bar color=red", "foo=bar color=blue", "foo=bar color=red", "foo=bar color=purple", "foo=bar color=green", "foo=bar color=red"}, lines)
t.Run("non-split queries", func(t *testing.T) {
start := cliQueryFrontend.Now.Add(-1 * time.Minute)
end := cliQueryFrontend.Now.Add(time.Minute)
v := url.Values{}
v.Set("query", `{job="fake"}`)
v.Set("start", client.FormatTS(start))
v.Set("end", client.FormatTS(end))
u := url.URL{}
u.Path = "/loki/api/v1/detected_fields"
u.RawQuery = v.Encode()
dfResp, err := cliQueryFrontend.Get(u.String())
require.NoError(t, err)
defer dfResp.Body.Close()
buf, err := io.ReadAll(dfResp.Body)
require.NoError(t, err)
var detectedFieldResponse DetectedFieldResponse
err = json.Unmarshal(buf, &detectedFieldResponse)
require.NoError(t, err)
require.Equal(t, 2, len(detectedFieldResponse.Fields))
var fooField, colorField DetectedField
for _, field := range detectedFieldResponse.Fields {
if field.Label == "foo" {
fooField = field
}
if field.Label == "color" {
colorField = field
}
}
require.Equal(t, "string", fooField.Type)
require.Equal(t, "string", colorField.Type)
require.Equal(t, uint64(1), fooField.Cardinality)
require.Equal(t, uint64(3), colorField.Cardinality)
})
t.Run("split queries", func(t *testing.T) {
start := cliQueryFrontend.Now.Add(-24 * time.Hour)
end := cliQueryFrontend.Now.Add(time.Minute)
v := url.Values{}
v.Set("query", `{job="fake"}`)
v.Set("start", client.FormatTS(start))
v.Set("end", client.FormatTS(end))
u := url.URL{}
u.Path = "/loki/api/v1/detected_fields"
u.RawQuery = v.Encode()
dfResp, err := cliQueryFrontend.Get(u.String())
require.NoError(t, err)
defer dfResp.Body.Close()
buf, err := io.ReadAll(dfResp.Body)
require.NoError(t, err)
var detectedFieldResponse DetectedFieldResponse
err = json.Unmarshal(buf, &detectedFieldResponse)
require.NoError(t, err)
require.Equal(t, 2, len(detectedFieldResponse.Fields))
var fooField, colorField DetectedField
for _, field := range detectedFieldResponse.Fields {
if field.Label == "foo" {
fooField = field
}
if field.Label == "color" {
colorField = field
}
}
require.Equal(t, "string", fooField.Type)
require.Equal(t, "string", colorField.Type)
require.Equal(t, uint64(1), fooField.Cardinality)
require.Equal(t, uint64(4), colorField.Cardinality)
})
})
}

@ -2755,7 +2755,7 @@ type DetectedField struct {
Label string `protobuf:"bytes,1,opt,name=label,proto3" json:"label,omitempty"`
Type DetectedFieldType `protobuf:"bytes,2,opt,name=type,proto3,casttype=DetectedFieldType" json:"type,omitempty"`
Cardinality uint64 `protobuf:"varint,3,opt,name=cardinality,proto3" json:"cardinality,omitempty"`
Sketch []byte `protobuf:"bytes,4,opt,name=sketch,proto3" json:"-"`
Sketch []byte `protobuf:"bytes,4,opt,name=sketch,proto3" json:"sketch,omitempty"`
}
func (m *DetectedField) Reset() { *m = DetectedField{} }
@ -3033,169 +3033,171 @@ func init() {
func init() { proto.RegisterFile("pkg/logproto/logproto.proto", fileDescriptor_c28a5f14f1f4c79a) }
var fileDescriptor_c28a5f14f1f4c79a = []byte{
// 2590 bytes of a gzipped FileDescriptorProto
0x1f, 0x8b, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0xff, 0xd4, 0x1a, 0x4d, 0x6f, 0x1b, 0xc7,
0x95, 0x4b, 0x2e, 0xbf, 0x1e, 0x29, 0x59, 0x1e, 0xd1, 0x36, 0x41, 0xdb, 0xa4, 0x32, 0x68, 0x13,
0x35, 0x76, 0xc4, 0x58, 0x69, 0xd2, 0xc4, 0x69, 0x9a, 0x9a, 0x52, 0xac, 0xc8, 0x51, 0x1c, 0x67,
0xa4, 0x38, 0x69, 0xd1, 0x20, 0x58, 0x91, 0x23, 0x6a, 0x21, 0x72, 0x97, 0xde, 0x1d, 0xc6, 0xe1,
0xad, 0x7f, 0xa0, 0x68, 0x8a, 0x1e, 0xda, 0x5e, 0x0a, 0x14, 0x28, 0xd0, 0x22, 0x45, 0x2f, 0x45,
0x8f, 0x45, 0x7b, 0xe9, 0x21, 0xbd, 0xa5, 0xb7, 0x20, 0x07, 0xb6, 0x56, 0x2e, 0x85, 0x4e, 0x01,
0x7a, 0xcb, 0xa9, 0x98, 0xaf, 0xfd, 0x12, 0x59, 0x87, 0x8a, 0x83, 0xc0, 0x17, 0x71, 0xe6, 0xcd,
0x9b, 0x37, 0xf3, 0x3e, 0xe6, 0x7d, 0xad, 0xe0, 0xfc, 0xe0, 0xa0, 0xdb, 0xec, 0xb9, 0xdd, 0x81,
0xe7, 0x32, 0x37, 0x18, 0xac, 0x88, 0xbf, 0xa8, 0xa0, 0xe7, 0xb5, 0x4a, 0xd7, 0xed, 0xba, 0x12,
0x87, 0x8f, 0xe4, 0x7a, 0xad, 0xd1, 0x75, 0xdd, 0x6e, 0x8f, 0x36, 0xc5, 0x6c, 0x77, 0xb8, 0xd7,
0x64, 0x76, 0x9f, 0xfa, 0xcc, 0xea, 0x0f, 0x14, 0xc2, 0x92, 0xa2, 0x7e, 0xa7, 0xd7, 0x77, 0x3b,
0xb4, 0xd7, 0xf4, 0x99, 0xc5, 0x7c, 0xf9, 0x57, 0x61, 0x2c, 0x72, 0x8c, 0xc1, 0xd0, 0xdf, 0x17,
0x7f, 0x24, 0x10, 0xff, 0xd9, 0x80, 0x33, 0x5b, 0xd6, 0x2e, 0xed, 0xed, 0xb8, 0xb7, 0xad, 0xde,
0x90, 0xfa, 0x84, 0xfa, 0x03, 0xd7, 0xf1, 0x29, 0x5a, 0x83, 0x5c, 0x8f, 0x2f, 0xf8, 0x55, 0x63,
0x29, 0xb3, 0x5c, 0x5a, 0xbd, 0xb4, 0x12, 0x5c, 0x79, 0xe2, 0x06, 0x09, 0xf5, 0x5f, 0x72, 0x98,
0x37, 0x22, 0x6a, 0x6b, 0xed, 0x36, 0x94, 0x22, 0x60, 0xb4, 0x00, 0x99, 0x03, 0x3a, 0xaa, 0x1a,
0x4b, 0xc6, 0x72, 0x91, 0xf0, 0x21, 0xba, 0x02, 0xd9, 0x77, 0x39, 0x99, 0x6a, 0x7a, 0xc9, 0x58,
0x2e, 0xad, 0x9e, 0x0f, 0x0f, 0x79, 0xc3, 0xb1, 0xef, 0x0c, 0xa9, 0xd8, 0xad, 0x0e, 0x92, 0x98,
0x57, 0xd3, 0xcf, 0x1a, 0xf8, 0x12, 0x9c, 0x3e, 0xb6, 0x8e, 0xce, 0x42, 0x4e, 0x60, 0xc8, 0x1b,
0x17, 0x89, 0x9a, 0xe1, 0x0a, 0xa0, 0x6d, 0xe6, 0x51, 0xab, 0x4f, 0x2c, 0xc6, 0xef, 0x7b, 0x67,
0x48, 0x7d, 0x86, 0x5f, 0x85, 0xc5, 0x18, 0x54, 0xb1, 0xfd, 0x0c, 0x94, 0xfc, 0x10, 0xac, 0x78,
0xaf, 0x84, 0xd7, 0x0a, 0xf7, 0x90, 0x28, 0x22, 0xfe, 0xb5, 0x01, 0x10, 0xae, 0xa1, 0x3a, 0x80,
0x5c, 0x7d, 0xd9, 0xf2, 0xf7, 0x05, 0xc3, 0x26, 0x89, 0x40, 0xd0, 0x65, 0x38, 0x1d, 0xce, 0x6e,
0xba, 0xdb, 0xfb, 0x96, 0xd7, 0x11, 0x32, 0x30, 0xc9, 0xf1, 0x05, 0x84, 0xc0, 0xf4, 0x2c, 0x46,
0xab, 0x99, 0x25, 0x63, 0x39, 0x43, 0xc4, 0x98, 0x73, 0xcb, 0xa8, 0x63, 0x39, 0xac, 0x6a, 0x0a,
0x71, 0xaa, 0x19, 0x87, 0x73, 0xfd, 0x52, 0xbf, 0x9a, 0x5d, 0x32, 0x96, 0xe7, 0x88, 0x9a, 0xe1,
0x0f, 0x32, 0x50, 0x7e, 0x7d, 0x48, 0xbd, 0x91, 0x12, 0x00, 0xaa, 0x43, 0xc1, 0xa7, 0x3d, 0xda,
0x66, 0xae, 0x27, 0x35, 0xd2, 0x4a, 0x57, 0x0d, 0x12, 0xc0, 0x50, 0x05, 0xb2, 0x3d, 0xbb, 0x6f,
0x33, 0x71, 0xad, 0x39, 0x22, 0x27, 0xe8, 0x2a, 0x64, 0x7d, 0x66, 0x79, 0x4c, 0xdc, 0xa5, 0xb4,
0x5a, 0x5b, 0x91, 0x86, 0xb9, 0xa2, 0x0d, 0x73, 0x65, 0x47, 0x1b, 0x66, 0xab, 0xf0, 0xe1, 0xb8,
0x91, 0x7a, 0xff, 0x5f, 0x0d, 0x83, 0xc8, 0x2d, 0xe8, 0x19, 0xc8, 0x50, 0xa7, 0x23, 0xee, 0xfb,
0x45, 0x77, 0xf2, 0x0d, 0xe8, 0x0a, 0x14, 0x3b, 0xb6, 0x47, 0xdb, 0xcc, 0x76, 0x1d, 0xc1, 0xd5,
0xfc, 0xea, 0x62, 0xa8, 0x91, 0x75, 0xbd, 0x44, 0x42, 0x2c, 0x74, 0x19, 0x72, 0x3e, 0x17, 0x9d,
0x5f, 0xcd, 0x73, 0x5b, 0x68, 0x55, 0x8e, 0xc6, 0x8d, 0x05, 0x09, 0xb9, 0xec, 0xf6, 0x6d, 0x46,
0xfb, 0x03, 0x36, 0x22, 0x0a, 0x07, 0x3d, 0x0e, 0xf9, 0x0e, 0xed, 0x51, 0xae, 0xf0, 0x82, 0x50,
0xf8, 0x42, 0x84, 0xbc, 0x58, 0x20, 0x1a, 0x01, 0xbd, 0x0d, 0xe6, 0xa0, 0x67, 0x39, 0xd5, 0xa2,
0xe0, 0x62, 0x3e, 0x44, 0xbc, 0xd5, 0xb3, 0x9c, 0xd6, 0x73, 0x9f, 0x8c, 0x1b, 0x4f, 0x77, 0x6d,
0xb6, 0x3f, 0xdc, 0x5d, 0x69, 0xbb, 0xfd, 0x66, 0xd7, 0xb3, 0xf6, 0x2c, 0xc7, 0x6a, 0xf6, 0xdc,
0x03, 0xbb, 0xf9, 0xee, 0x53, 0x4d, 0xfe, 0x06, 0xef, 0x0c, 0xa9, 0x67, 0x53, 0xaf, 0xc9, 0xc9,
0xac, 0x08, 0x95, 0xf0, 0xad, 0x44, 0x90, 0xbd, 0x61, 0x16, 0x72, 0x0b, 0x79, 0x7c, 0x2f, 0x0d,
0x68, 0xdb, 0xea, 0x0f, 0x7a, 0x74, 0x26, 0x95, 0x05, 0xca, 0x49, 0x9f, 0x58, 0x39, 0x99, 0x59,
0x95, 0x13, 0x4a, 0xda, 0x9c, 0x4d, 0xd2, 0xd9, 0x2f, 0x2a, 0xe9, 0xdc, 0x57, 0x22, 0x69, 0x5c,
0x05, 0x93, 0xcf, 0xb8, 0x53, 0xf2, 0xac, 0xbb, 0x42, 0x9e, 0x65, 0xc2, 0x87, 0x78, 0x0b, 0x72,
0xf2, 0x2e, 0xa8, 0x96, 0x14, 0x78, 0xfc, 0x7d, 0x84, 0xc2, 0xce, 0x68, 0x31, 0x2e, 0x84, 0x62,
0xcc, 0x08, 0x01, 0xe1, 0xbf, 0x18, 0x30, 0xa7, 0xb4, 0xa8, 0x7c, 0xcc, 0x2e, 0xe4, 0xe5, 0x1b,
0xd7, 0xfe, 0xe5, 0x5c, 0xd2, 0xbf, 0x5c, 0xeb, 0x58, 0x03, 0x46, 0xbd, 0x56, 0xf3, 0xc3, 0x71,
0xc3, 0xf8, 0x64, 0xdc, 0x78, 0x6c, 0x1a, 0xa3, 0xda, 0xa7, 0x6b, 0xbf, 0xa4, 0x09, 0xa3, 0x4b,
0xe2, 0x76, 0xcc, 0x57, 0xa6, 0x70, 0x6a, 0x45, 0x86, 0x82, 0x4d, 0xa7, 0x4b, 0x7d, 0x4e, 0xd9,
0xe4, 0x5a, 0x24, 0x12, 0x87, 0xb3, 0x79, 0xd7, 0xf2, 0x1c, 0xdb, 0xe9, 0xfa, 0xd5, 0x8c, 0xf0,
0x9d, 0xc1, 0x1c, 0xff, 0xd2, 0x80, 0xc5, 0x98, 0x29, 0x2a, 0x26, 0x9e, 0x85, 0x9c, 0xcf, 0xa5,
0xab, 0x79, 0x88, 0x28, 0x72, 0x5b, 0xc0, 0x5b, 0xf3, 0xea, 0xf2, 0x39, 0x39, 0x27, 0x0a, 0xff,
0xc1, 0x5d, 0xed, 0xef, 0x06, 0x94, 0x45, 0x00, 0xd0, 0xef, 0x03, 0x81, 0xe9, 0x58, 0x7d, 0xaa,
0x54, 0x25, 0xc6, 0x91, 0xa8, 0xc0, 0x8f, 0x2b, 0xe8, 0xa8, 0x30, 0xab, 0x23, 0x33, 0x4e, 0xec,
0xc8, 0x8c, 0xf0, 0xad, 0x54, 0x20, 0xcb, 0x4d, 0x72, 0x24, 0x9c, 0x58, 0x91, 0xc8, 0x09, 0x7e,
0x0c, 0xe6, 0x14, 0x17, 0x4a, 0xb4, 0xd3, 0x02, 0x59, 0x1f, 0x72, 0x52, 0x13, 0xe8, 0x1b, 0x50,
0x0c, 0x12, 0x00, 0xc1, 0x6d, 0xa6, 0x95, 0x3b, 0x1a, 0x37, 0xd2, 0xcc, 0x27, 0xe1, 0x02, 0x6a,
0x44, 0x83, 0xab, 0xd1, 0x2a, 0x1e, 0x8d, 0x1b, 0x12, 0xa0, 0x42, 0x29, 0xba, 0x00, 0xe6, 0x3e,
0x8f, 0x4f, 0x5c, 0x04, 0x66, 0xab, 0x70, 0x34, 0x6e, 0x88, 0x39, 0x11, 0x7f, 0xf1, 0x06, 0x94,
0xb7, 0x68, 0xd7, 0x6a, 0x8f, 0xd4, 0xa1, 0x15, 0x4d, 0x8e, 0x1f, 0x68, 0x68, 0x1a, 0x8f, 0x40,
0x39, 0x38, 0xf1, 0x9d, 0xbe, 0xaf, 0x5e, 0x43, 0x29, 0x80, 0xbd, 0xea, 0xe3, 0x5f, 0x19, 0xa0,
0x6c, 0x00, 0xe1, 0x48, 0x56, 0xc1, 0xfd, 0x17, 0x1c, 0x8d, 0x1b, 0x0a, 0xa2, 0x93, 0x06, 0xf4,
0x3c, 0xe4, 0x7d, 0x71, 0x22, 0x27, 0x96, 0x34, 0x2d, 0xb1, 0xd0, 0x3a, 0xc5, 0x4d, 0xe4, 0x68,
0xdc, 0xd0, 0x88, 0x44, 0x0f, 0xd0, 0x4a, 0x2c, 0xf0, 0x4a, 0xc6, 0xe6, 0x8f, 0xc6, 0x8d, 0x08,
0x34, 0x1a, 0x88, 0xf1, 0xe7, 0x06, 0x94, 0x76, 0x2c, 0x3b, 0x30, 0xa1, 0xaa, 0x56, 0x51, 0xe8,
0x5f, 0x25, 0x80, 0x5b, 0x62, 0x87, 0xf6, 0xac, 0xd1, 0x75, 0xd7, 0x13, 0x74, 0xe7, 0x48, 0x30,
0x0f, 0x63, 0xa5, 0x39, 0x31, 0x56, 0x66, 0x67, 0x77, 0xc7, 0x5f, 0xad, 0xf3, 0xbb, 0x61, 0x16,
0xd2, 0x0b, 0x19, 0xfc, 0x47, 0x03, 0xca, 0x92, 0x79, 0x65, 0x79, 0x3f, 0x82, 0x9c, 0x94, 0x8d,
0x60, 0xff, 0xff, 0x38, 0xa6, 0x4b, 0xb3, 0x38, 0x25, 0x45, 0x13, 0xbd, 0x08, 0xf3, 0x1d, 0xcf,
0x1d, 0x0c, 0x68, 0x67, 0x5b, 0xb9, 0xbf, 0x74, 0xd2, 0xfd, 0xad, 0x47, 0xd7, 0x49, 0x02, 0x1d,
0xff, 0xc3, 0x80, 0x39, 0xe5, 0x4c, 0x94, 0xba, 0x02, 0x11, 0x1b, 0x27, 0x8e, 0x78, 0xe9, 0x59,
0x23, 0xde, 0x59, 0xc8, 0x75, 0x3d, 0x77, 0x38, 0xd0, 0x0e, 0x49, 0xcd, 0x66, 0x8b, 0x84, 0xf8,
0x06, 0xcc, 0x6b, 0x56, 0xa6, 0x78, 0xd4, 0x5a, 0xd2, 0xa3, 0x6e, 0x76, 0xa8, 0xc3, 0xec, 0x3d,
0x3b, 0xf0, 0x91, 0x0a, 0x1f, 0xff, 0xd4, 0x80, 0x85, 0x24, 0x0a, 0x5a, 0x4f, 0x24, 0xf0, 0x8f,
0x4e, 0x27, 0x17, 0xcd, 0xdd, 0x35, 0x69, 0x95, 0xc1, 0x3f, 0x7d, 0xbf, 0x0c, 0xbe, 0x12, 0x75,
0x32, 0x45, 0xe5, 0x15, 0xf0, 0x2f, 0x0c, 0x98, 0x8b, 0xe9, 0x12, 0x3d, 0x0b, 0xe6, 0x9e, 0xe7,
0xf6, 0x67, 0x52, 0x94, 0xd8, 0x81, 0xbe, 0x0d, 0x69, 0xe6, 0xce, 0xa4, 0xa6, 0x34, 0x73, 0xb9,
0x96, 0x14, 0xfb, 0x19, 0x99, 0x1f, 0xcb, 0x19, 0x7e, 0x1a, 0x8a, 0x82, 0xa1, 0x5b, 0x96, 0xed,
0x4d, 0x0c, 0x18, 0x93, 0x19, 0x7a, 0x1e, 0x4e, 0x49, 0x67, 0x38, 0x79, 0x73, 0x79, 0xd2, 0xe6,
0xb2, 0xde, 0x7c, 0x1e, 0xb2, 0x6b, 0xfb, 0x43, 0xe7, 0x80, 0x6f, 0xe9, 0x58, 0xcc, 0xd2, 0x5b,
0xf8, 0x18, 0x9f, 0x81, 0x45, 0xfe, 0x06, 0xa9, 0xe7, 0xaf, 0xb9, 0x43, 0x87, 0xe9, 0xfa, 0xe4,
0x32, 0x54, 0xe2, 0x60, 0x65, 0x25, 0x15, 0xc8, 0xb6, 0x39, 0x40, 0xd0, 0x98, 0x23, 0x72, 0x82,
0x7f, 0x6b, 0x00, 0xda, 0xa0, 0x4c, 0x9c, 0xb2, 0xb9, 0x1e, 0x3c, 0x8f, 0x1a, 0x14, 0xfa, 0x16,
0x6b, 0xef, 0x53, 0xcf, 0xd7, 0xf9, 0x8b, 0x9e, 0x7f, 0x1d, 0xc9, 0x22, 0xbe, 0x02, 0x8b, 0xb1,
0x5b, 0x2a, 0x9e, 0x6a, 0x50, 0x68, 0x2b, 0x98, 0x0a, 0x79, 0xc1, 0x1c, 0xff, 0x29, 0x0d, 0x05,
0xb1, 0x81, 0xd0, 0x3d, 0x74, 0x05, 0x4a, 0x7b, 0xb6, 0xd3, 0xa5, 0xde, 0xc0, 0xb3, 0x95, 0x08,
0xcc, 0xd6, 0xa9, 0xa3, 0x71, 0x23, 0x0a, 0x26, 0xd1, 0x09, 0x7a, 0x02, 0xf2, 0x43, 0x9f, 0x7a,
0xef, 0xd8, 0xf2, 0xa5, 0x17, 0x5b, 0x95, 0xc3, 0x71, 0x23, 0xf7, 0x86, 0x4f, 0xbd, 0xcd, 0x75,
0x1e, 0x7c, 0x86, 0x62, 0x44, 0xe4, 0x6f, 0x07, 0xbd, 0xa2, 0xcc, 0x54, 0x24, 0x70, 0xad, 0xef,
0xf0, 0xeb, 0x27, 0x5c, 0xdd, 0xc0, 0x73, 0xfb, 0x94, 0xed, 0xd3, 0xa1, 0xdf, 0x6c, 0xbb, 0xfd,
0xbe, 0xeb, 0x34, 0x45, 0xc5, 0x2d, 0x98, 0xe6, 0x11, 0x94, 0x6f, 0x57, 0x96, 0xbb, 0x03, 0x79,
0xb6, 0xef, 0xb9, 0xc3, 0xee, 0xbe, 0x08, 0x0c, 0x99, 0xd6, 0xd5, 0xd9, 0xe9, 0x69, 0x0a, 0x44,
0x0f, 0xd0, 0x23, 0x5c, 0x5a, 0xb4, 0x7d, 0xe0, 0x0f, 0xfb, 0xb2, 0xc6, 0x6b, 0x65, 0x8f, 0xc6,
0x0d, 0xe3, 0x09, 0x12, 0x80, 0xf1, 0x4f, 0xd2, 0xd0, 0x88, 0x94, 0xc6, 0xd7, 0x5d, 0xef, 0x55,
0xca, 0x3c, 0xbb, 0x7d, 0xd3, 0xea, 0x53, 0x6d, 0x1b, 0x0d, 0x28, 0xf5, 0x05, 0xf0, 0x9d, 0xc8,
0x13, 0x80, 0x7e, 0x80, 0x87, 0x2e, 0x02, 0x88, 0x37, 0x23, 0xd7, 0xe5, 0x6b, 0x28, 0x0a, 0x88,
0x58, 0x5e, 0x8b, 0x49, 0xaa, 0x39, 0x23, 0x67, 0x4a, 0x42, 0x9b, 0x49, 0x09, 0xcd, 0x4c, 0x27,
0x10, 0x4b, 0xd4, 0xd6, 0xb3, 0x71, 0x5b, 0xc7, 0xff, 0x34, 0xa0, 0xbe, 0xa5, 0x6f, 0x7e, 0x42,
0x71, 0x68, 0x7e, 0xd3, 0x0f, 0x88, 0xdf, 0xcc, 0x97, 0xe3, 0x17, 0xd7, 0x01, 0xb6, 0x6c, 0x87,
0x5e, 0xb7, 0x7b, 0x8c, 0x7a, 0x13, 0xaa, 0x98, 0x9f, 0x67, 0x42, 0x97, 0x40, 0xe8, 0x9e, 0xe6,
0x73, 0x2d, 0xe2, 0x87, 0x1f, 0x04, 0x1b, 0xe9, 0x07, 0xa8, 0xb6, 0x4c, 0xc2, 0x45, 0x39, 0x90,
0xdf, 0x13, 0xec, 0xc9, 0x90, 0x1a, 0x6b, 0xc4, 0x84, 0xbc, 0xb7, 0xbe, 0xa7, 0x0e, 0x7f, 0xe6,
0x3e, 0x19, 0x91, 0x68, 0x8f, 0x35, 0xfd, 0x91, 0xc3, 0xac, 0xf7, 0x22, 0xfb, 0x89, 0x3e, 0x04,
0x59, 0x2a, 0xe9, 0xca, 0x4e, 0x4c, 0xba, 0x5e, 0x50, 0xc7, 0x7c, 0xa9, 0xaa, 0xf3, 0x85, 0xd0,
0x03, 0x0a, 0xa5, 0x28, 0x0f, 0xf8, 0x28, 0x98, 0x1e, 0xdd, 0xd3, 0xa1, 0x1a, 0x85, 0x27, 0x07,
0x98, 0x62, 0x1d, 0xff, 0xd5, 0x80, 0x85, 0x0d, 0xca, 0xe2, 0x49, 0xd0, 0x43, 0xa4, 0x52, 0xfc,
0x32, 0x9c, 0x8e, 0xdc, 0x5f, 0x71, 0xff, 0x54, 0x22, 0xf3, 0x39, 0x13, 0xf2, 0xbf, 0xe9, 0x74,
0xe8, 0x7b, 0xaa, 0xa0, 0x8c, 0x27, 0x3d, 0xb7, 0xa0, 0x14, 0x59, 0x44, 0xd7, 0x12, 0xe9, 0xce,
0x62, 0xa2, 0x5f, 0xc9, 0x43, 0x76, 0xab, 0xa2, 0x78, 0x92, 0x65, 0xa3, 0x4a, 0x66, 0x83, 0xd4,
0x60, 0x1b, 0x90, 0x50, 0x97, 0x20, 0x1b, 0x0d, 0x4e, 0x02, 0xfa, 0x4a, 0x90, 0xf7, 0x04, 0x73,
0xf4, 0x08, 0x98, 0x9e, 0x7b, 0x57, 0xe7, 0xb1, 0x73, 0xe1, 0x91, 0xc4, 0xbd, 0x4b, 0xc4, 0x12,
0x7e, 0x1e, 0x32, 0xc4, 0xbd, 0x8b, 0xea, 0x00, 0x9e, 0xe5, 0x74, 0xe9, 0xed, 0xa0, 0x82, 0x2a,
0x93, 0x08, 0x64, 0x4a, 0xe2, 0xb0, 0x06, 0xa7, 0xa3, 0x37, 0x92, 0xea, 0x5e, 0x81, 0xfc, 0xeb,
0xc3, 0xa8, 0xb8, 0x2a, 0x09, 0x71, 0xc9, 0x42, 0x5d, 0x23, 0x71, 0x9b, 0x81, 0x10, 0x8e, 0x2e,
0x40, 0x91, 0x59, 0xbb, 0x3d, 0x7a, 0x33, 0x74, 0x73, 0x21, 0x80, 0xaf, 0xf2, 0xe2, 0xef, 0x76,
0x24, 0x03, 0x0a, 0x01, 0xe8, 0x71, 0x58, 0x08, 0xef, 0x7c, 0xcb, 0xa3, 0x7b, 0xf6, 0x7b, 0x42,
0xc3, 0x65, 0x72, 0x0c, 0x8e, 0x96, 0xe1, 0x54, 0x08, 0xdb, 0x16, 0x99, 0x86, 0x29, 0x50, 0x93,
0x60, 0x2e, 0x1b, 0xc1, 0xee, 0x4b, 0x77, 0x86, 0x56, 0x4f, 0x3c, 0xbe, 0x32, 0x89, 0x40, 0xf0,
0xdf, 0x0c, 0x38, 0x2d, 0x55, 0xcd, 0x2c, 0xf6, 0x50, 0x5a, 0xfd, 0xef, 0x0c, 0x40, 0x51, 0x0e,
0x94, 0x69, 0x7d, 0x33, 0xda, 0x08, 0xe2, 0xa9, 0x4c, 0x49, 0xd4, 0xb4, 0x12, 0x14, 0xf6, 0x72,
0x30, 0xe4, 0x44, 0x3a, 0x24, 0x8b, 0x6b, 0x53, 0x16, 0xcd, 0x12, 0x42, 0xd4, 0x2f, 0xaf, 0xf5,
0x77, 0x47, 0x8c, 0xfa, 0xaa, 0xe4, 0x15, 0xb5, 0xbe, 0x00, 0x10, 0xf9, 0xc3, 0xcf, 0xa2, 0x0e,
0x13, 0x56, 0x63, 0x86, 0x67, 0x29, 0x10, 0xd1, 0x03, 0xfc, 0x87, 0x34, 0xcc, 0xdd, 0x76, 0x7b,
0xc3, 0x30, 0x30, 0x3e, 0x4c, 0x01, 0x23, 0x56, 0x87, 0x67, 0x75, 0x1d, 0x8e, 0xc0, 0xf4, 0x19,
0x1d, 0x08, 0xcb, 0xca, 0x10, 0x31, 0x46, 0x18, 0xca, 0xcc, 0xf2, 0xba, 0x94, 0xc9, 0xea, 0xa6,
0x9a, 0x13, 0x69, 0x67, 0x0c, 0x86, 0x96, 0xa0, 0x64, 0x75, 0xbb, 0x1e, 0xed, 0x5a, 0x8c, 0xb6,
0x46, 0xd5, 0xbc, 0x38, 0x2c, 0x0a, 0xc2, 0x6f, 0xc1, 0xbc, 0x16, 0x96, 0x52, 0xe9, 0x93, 0x90,
0x7f, 0x57, 0x40, 0x26, 0xf4, 0xc5, 0x24, 0xaa, 0x72, 0x63, 0x1a, 0x2d, 0xde, 0x67, 0xd7, 0x77,
0xc6, 0x37, 0x20, 0x27, 0xd1, 0xd1, 0x85, 0x68, 0x8d, 0x22, 0x9b, 0x34, 0x7c, 0xae, 0x0a, 0x0e,
0x0c, 0x39, 0x49, 0x48, 0x29, 0x5e, 0xd8, 0x86, 0x84, 0x10, 0xf5, 0x8b, 0xff, 0x6b, 0xc0, 0x99,
0x75, 0xca, 0x68, 0x9b, 0xd1, 0xce, 0x75, 0x9b, 0xf6, 0x3a, 0x5f, 0x6b, 0xf9, 0x1c, 0x34, 0xc1,
0x32, 0x91, 0x26, 0x18, 0xf7, 0x3b, 0x3d, 0xdb, 0xa1, 0x5b, 0x91, 0x2e, 0x4a, 0x08, 0xe0, 0x1e,
0x62, 0x8f, 0x5f, 0x5c, 0x2e, 0xcb, 0x0f, 0x1b, 0x11, 0x48, 0xa0, 0xe1, 0x5c, 0xa8, 0x61, 0x6c,
0xc3, 0xd9, 0x24, 0xd3, 0x4a, 0x47, 0x4d, 0xc8, 0x89, 0xbd, 0x13, 0xda, 0xaf, 0xb1, 0x1d, 0x44,
0xa1, 0x25, 0x8e, 0x4f, 0x27, 0x8f, 0xc7, 0x3f, 0xe3, 0xd5, 0x6e, 0x74, 0xa7, 0x50, 0x2a, 0x37,
0x22, 0xe5, 0x60, 0xe5, 0x04, 0x7d, 0x0b, 0x4c, 0x36, 0x1a, 0x28, 0xbf, 0xda, 0x3a, 0xf3, 0xf9,
0xb8, 0x71, 0x3a, 0xb6, 0x6d, 0x67, 0x34, 0xa0, 0x44, 0xa0, 0x70, 0xdb, 0x6b, 0x5b, 0x5e, 0xc7,
0x76, 0xac, 0x9e, 0xcd, 0xa4, 0xac, 0x4c, 0x12, 0x05, 0xa1, 0x8b, 0x90, 0xf3, 0x0f, 0x28, 0x6b,
0xcb, 0xcc, 0xb9, 0xac, 0x8b, 0x00, 0x05, 0xc4, 0xbf, 0x89, 0x28, 0x5d, 0xda, 0xf3, 0x09, 0x95,
0x6e, 0x9c, 0x58, 0xe9, 0xc6, 0x7d, 0x94, 0x8e, 0x7f, 0x10, 0xaa, 0x48, 0x5f, 0x51, 0xa9, 0xe8,
0x45, 0x98, 0xef, 0xc4, 0x56, 0xa6, 0xab, 0x4a, 0xf6, 0x4e, 0x13, 0xe8, 0x78, 0x23, 0xd4, 0x88,
0x80, 0x4c, 0xd1, 0x48, 0x42, 0xcc, 0xe9, 0x63, 0x62, 0x7e, 0xfc, 0x51, 0x28, 0x06, 0x5f, 0x98,
0x50, 0x09, 0xf2, 0xd7, 0x5f, 0x23, 0x6f, 0x5e, 0x23, 0xeb, 0x0b, 0x29, 0x54, 0x86, 0x42, 0xeb,
0xda, 0xda, 0x2b, 0x62, 0x66, 0xac, 0x7e, 0x90, 0xd3, 0x61, 0xd9, 0x43, 0xdf, 0x85, 0xac, 0x8c,
0xb5, 0x67, 0xc3, 0xeb, 0x46, 0x3f, 0xe4, 0xd4, 0xce, 0x1d, 0x83, 0x4b, 0xbe, 0x71, 0xea, 0x49,
0x03, 0xdd, 0x84, 0x92, 0x00, 0xaa, 0xb6, 0xeb, 0x85, 0x64, 0xf7, 0x33, 0x46, 0xe9, 0xe2, 0x94,
0xd5, 0x08, 0xbd, 0xab, 0x90, 0x95, 0x22, 0x38, 0x9b, 0x48, 0x89, 0x26, 0xdc, 0x26, 0xd6, 0x88,
0xc6, 0x29, 0xf4, 0x1c, 0x98, 0x3b, 0x96, 0xdd, 0x43, 0x91, 0x8c, 0x2c, 0xd2, 0x2d, 0xad, 0x9d,
0x4d, 0x82, 0x23, 0xc7, 0xbe, 0x10, 0x34, 0x7d, 0xcf, 0x25, 0x3b, 0x4f, 0x7a, 0x7b, 0xf5, 0xf8,
0x42, 0x70, 0xf2, 0x6b, 0xb2, 0x35, 0xa9, 0xfb, 0x1f, 0xe8, 0x62, 0xfc, 0xa8, 0x44, 0xbb, 0xa4,
0x56, 0x9f, 0xb6, 0x1c, 0x10, 0xdc, 0x82, 0x52, 0xa4, 0xf7, 0x10, 0x15, 0xeb, 0xf1, 0xc6, 0x49,
0x54, 0xac, 0x13, 0x1a, 0x16, 0x38, 0x85, 0x36, 0xa0, 0xc0, 0xf3, 0x58, 0xf1, 0x8d, 0xe2, 0x7c,
0x32, 0x5d, 0x8d, 0xa4, 0x29, 0xb5, 0x0b, 0x93, 0x17, 0x03, 0x42, 0xdf, 0x87, 0xe2, 0x06, 0x65,
0xca, 0xd7, 0x9f, 0x4b, 0x06, 0x8b, 0x09, 0x92, 0x8a, 0x07, 0x1c, 0x9c, 0x42, 0x6f, 0x89, 0x94,
0x3a, 0xee, 0xeb, 0x50, 0x63, 0x8a, 0x4f, 0x0b, 0xee, 0xb5, 0x34, 0x1d, 0x21, 0xa0, 0xfc, 0x66,
0x8c, 0xb2, 0x8a, 0x8a, 0x8d, 0x29, 0x4f, 0x30, 0xa0, 0xdc, 0xb8, 0xcf, 0x7f, 0x0a, 0xe0, 0xd4,
0xea, 0xdb, 0xfa, 0x63, 0xf9, 0xba, 0xc5, 0x2c, 0xf4, 0x1a, 0xcc, 0x0b, 0x59, 0x06, 0x5f, 0xd3,
0x63, 0x36, 0x7f, 0xec, 0xd3, 0x7d, 0xcc, 0xe6, 0x8f, 0x7f, 0xc2, 0xc7, 0xa9, 0xd6, 0xdb, 0x1f,
0xdd, 0xab, 0xa7, 0x3e, 0xbe, 0x57, 0x4f, 0x7d, 0x76, 0xaf, 0x6e, 0xfc, 0xf8, 0xb0, 0x6e, 0xfc,
0xfe, 0xb0, 0x6e, 0x7c, 0x78, 0x58, 0x37, 0x3e, 0x3a, 0xac, 0x1b, 0xff, 0x3e, 0xac, 0x1b, 0xff,
0x39, 0xac, 0xa7, 0x3e, 0x3b, 0xac, 0x1b, 0xef, 0x7f, 0x5a, 0x4f, 0x7d, 0xf4, 0x69, 0x3d, 0xf5,
0xf1, 0xa7, 0xf5, 0xd4, 0x0f, 0x1f, 0xbb, 0x7f, 0xf9, 0x28, 0x1d, 0x5d, 0x4e, 0xfc, 0x3c, 0xf5,
0xbf, 0x00, 0x00, 0x00, 0xff, 0xff, 0x90, 0x3c, 0x9c, 0xf7, 0xd2, 0x21, 0x00, 0x00,
// 2611 bytes of a gzipped FileDescriptorProto
0x1f, 0x8b, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0xff, 0xd4, 0x3a, 0x4d, 0x6c, 0x1b, 0xc7,
0xd5, 0x5c, 0x72, 0xf9, 0xf7, 0x48, 0xc9, 0xf2, 0x88, 0xb6, 0x09, 0xda, 0xe1, 0x2a, 0x83, 0xef,
0x4b, 0xdc, 0xd8, 0x11, 0x63, 0xa7, 0x49, 0x1d, 0xa7, 0x69, 0x6a, 0x4a, 0xb1, 0x63, 0x47, 0x71,
0x9c, 0x91, 0xe2, 0xa4, 0x45, 0x83, 0x60, 0x45, 0x8e, 0xa8, 0x85, 0xc8, 0x5d, 0x7a, 0x77, 0x18,
0x87, 0xb7, 0x02, 0x3d, 0x17, 0x0d, 0xd0, 0x43, 0xdb, 0x4b, 0xd1, 0x02, 0x05, 0x5a, 0xa4, 0xe8,
0xa5, 0xe8, 0xb1, 0x68, 0x2f, 0x3d, 0xa4, 0xb7, 0xf4, 0x16, 0xe4, 0xc0, 0xd6, 0xca, 0xa5, 0xd0,
0x29, 0x40, 0x6f, 0x39, 0x15, 0xf3, 0xb3, 0xbb, 0xb3, 0x2b, 0xb2, 0x0e, 0x15, 0x07, 0x81, 0x2f,
0xe2, 0xcc, 0x9b, 0x37, 0x6f, 0xe6, 0xfd, 0xcc, 0xfb, 0x5b, 0xc1, 0xe9, 0xe1, 0x5e, 0xaf, 0xd5,
0xf7, 0x7a, 0x43, 0xdf, 0x63, 0x5e, 0x34, 0x58, 0x15, 0x7f, 0x51, 0x29, 0x9c, 0x37, 0x6a, 0x3d,
0xaf, 0xe7, 0x49, 0x1c, 0x3e, 0x92, 0xeb, 0x0d, 0xab, 0xe7, 0x79, 0xbd, 0x3e, 0x6d, 0x89, 0xd9,
0xf6, 0x68, 0xa7, 0xc5, 0x9c, 0x01, 0x0d, 0x98, 0x3d, 0x18, 0x2a, 0x84, 0x15, 0x45, 0xfd, 0x4e,
0x7f, 0xe0, 0x75, 0x69, 0xbf, 0x15, 0x30, 0x9b, 0x05, 0xf2, 0xaf, 0xc2, 0x58, 0xe6, 0x18, 0xc3,
0x51, 0xb0, 0x2b, 0xfe, 0x48, 0x20, 0xfe, 0x93, 0x01, 0x27, 0x36, 0xec, 0x6d, 0xda, 0xdf, 0xf2,
0x6e, 0xdb, 0xfd, 0x11, 0x0d, 0x08, 0x0d, 0x86, 0x9e, 0x1b, 0x50, 0xb4, 0x06, 0x85, 0x3e, 0x5f,
0x08, 0xea, 0xc6, 0x4a, 0xee, 0x6c, 0xe5, 0xe2, 0xb9, 0xd5, 0xe8, 0xca, 0x53, 0x37, 0x48, 0x68,
0xf0, 0x92, 0xcb, 0xfc, 0x31, 0x51, 0x5b, 0x1b, 0xb7, 0xa1, 0xa2, 0x81, 0xd1, 0x12, 0xe4, 0xf6,
0xe8, 0xb8, 0x6e, 0xac, 0x18, 0x67, 0xcb, 0x84, 0x0f, 0xd1, 0x05, 0xc8, 0xbf, 0xcb, 0xc9, 0xd4,
0xb3, 0x2b, 0xc6, 0xd9, 0xca, 0xc5, 0xd3, 0xf1, 0x21, 0x6f, 0xb8, 0xce, 0x9d, 0x11, 0x15, 0xbb,
0xd5, 0x41, 0x12, 0xf3, 0x72, 0xf6, 0x92, 0x81, 0xcf, 0xc1, 0xf1, 0x43, 0xeb, 0xe8, 0x24, 0x14,
0x04, 0x86, 0xbc, 0x71, 0x99, 0xa8, 0x19, 0xae, 0x01, 0xda, 0x64, 0x3e, 0xb5, 0x07, 0xc4, 0x66,
0xfc, 0xbe, 0x77, 0x46, 0x34, 0x60, 0xf8, 0x55, 0x58, 0x4e, 0x40, 0x15, 0xdb, 0xcf, 0x42, 0x25,
0x88, 0xc1, 0x8a, 0xf7, 0x5a, 0x7c, 0xad, 0x78, 0x0f, 0xd1, 0x11, 0xf1, 0x2f, 0x0d, 0x80, 0x78,
0x0d, 0x35, 0x01, 0xe4, 0xea, 0xcb, 0x76, 0xb0, 0x2b, 0x18, 0x36, 0x89, 0x06, 0x41, 0xe7, 0xe1,
0x78, 0x3c, 0xbb, 0xe9, 0x6d, 0xee, 0xda, 0x7e, 0x57, 0xc8, 0xc0, 0x24, 0x87, 0x17, 0x10, 0x02,
0xd3, 0xb7, 0x19, 0xad, 0xe7, 0x56, 0x8c, 0xb3, 0x39, 0x22, 0xc6, 0x9c, 0x5b, 0x46, 0x5d, 0xdb,
0x65, 0x75, 0x53, 0x88, 0x53, 0xcd, 0x38, 0x9c, 0xeb, 0x97, 0x06, 0xf5, 0xfc, 0x8a, 0x71, 0x76,
0x81, 0xa8, 0x19, 0xfe, 0x20, 0x07, 0xd5, 0xd7, 0x47, 0xd4, 0x1f, 0x2b, 0x01, 0xa0, 0x26, 0x94,
0x02, 0xda, 0xa7, 0x1d, 0xe6, 0xf9, 0x52, 0x23, 0xed, 0x6c, 0xdd, 0x20, 0x11, 0x0c, 0xd5, 0x20,
0xdf, 0x77, 0x06, 0x0e, 0x13, 0xd7, 0x5a, 0x20, 0x72, 0x82, 0x2e, 0x43, 0x3e, 0x60, 0xb6, 0xcf,
0xc4, 0x5d, 0x2a, 0x17, 0x1b, 0xab, 0xd2, 0x30, 0x57, 0x43, 0xc3, 0x5c, 0xdd, 0x0a, 0x0d, 0xb3,
0x5d, 0xfa, 0x70, 0x62, 0x65, 0xde, 0xff, 0xa7, 0x65, 0x10, 0xb9, 0x05, 0x3d, 0x0b, 0x39, 0xea,
0x76, 0xc5, 0x7d, 0xbf, 0xe8, 0x4e, 0xbe, 0x01, 0x5d, 0x80, 0x72, 0xd7, 0xf1, 0x69, 0x87, 0x39,
0x9e, 0x2b, 0xb8, 0x5a, 0xbc, 0xb8, 0x1c, 0x6b, 0x64, 0x3d, 0x5c, 0x22, 0x31, 0x16, 0x3a, 0x0f,
0x85, 0x80, 0x8b, 0x2e, 0xa8, 0x17, 0xb9, 0x2d, 0xb4, 0x6b, 0x07, 0x13, 0x6b, 0x49, 0x42, 0xce,
0x7b, 0x03, 0x87, 0xd1, 0xc1, 0x90, 0x8d, 0x89, 0xc2, 0x41, 0x4f, 0x40, 0xb1, 0x4b, 0xfb, 0x94,
0x2b, 0xbc, 0x24, 0x14, 0xbe, 0xa4, 0x91, 0x17, 0x0b, 0x24, 0x44, 0x40, 0x6f, 0x83, 0x39, 0xec,
0xdb, 0x6e, 0xbd, 0x2c, 0xb8, 0x58, 0x8c, 0x11, 0x6f, 0xf5, 0x6d, 0xb7, 0xfd, 0xdc, 0x27, 0x13,
0xeb, 0x99, 0x9e, 0xc3, 0x76, 0x47, 0xdb, 0xab, 0x1d, 0x6f, 0xd0, 0xea, 0xf9, 0xf6, 0x8e, 0xed,
0xda, 0xad, 0xbe, 0xb7, 0xe7, 0xb4, 0xde, 0x7d, 0xba, 0xc5, 0xdf, 0xe0, 0x9d, 0x11, 0xf5, 0x1d,
0xea, 0xb7, 0x38, 0x99, 0x55, 0xa1, 0x12, 0xbe, 0x95, 0x08, 0xb2, 0x37, 0xcc, 0x52, 0x61, 0xa9,
0x88, 0xef, 0x65, 0x01, 0x6d, 0xda, 0x83, 0x61, 0x9f, 0xce, 0xa5, 0xb2, 0x48, 0x39, 0xd9, 0x23,
0x2b, 0x27, 0x37, 0xaf, 0x72, 0x62, 0x49, 0x9b, 0xf3, 0x49, 0x3a, 0xff, 0x45, 0x25, 0x5d, 0xf8,
0x4a, 0x24, 0x8d, 0xeb, 0x60, 0xf2, 0x19, 0x77, 0x4a, 0xbe, 0x7d, 0x57, 0xc8, 0xb3, 0x4a, 0xf8,
0x10, 0x6f, 0x40, 0x41, 0xde, 0x05, 0x35, 0xd2, 0x02, 0x4f, 0xbe, 0x8f, 0x58, 0xd8, 0xb9, 0x50,
0x8c, 0x4b, 0xb1, 0x18, 0x73, 0x42, 0x40, 0xf8, 0xcf, 0x06, 0x2c, 0x28, 0x2d, 0x2a, 0x1f, 0xb3,
0x0d, 0x45, 0xf9, 0xc6, 0x43, 0xff, 0x72, 0x2a, 0xed, 0x5f, 0xae, 0x74, 0xed, 0x21, 0xa3, 0x7e,
0xbb, 0xf5, 0xe1, 0xc4, 0x32, 0x3e, 0x99, 0x58, 0x8f, 0xcf, 0x62, 0x34, 0xf4, 0xe9, 0xa1, 0x5f,
0x0a, 0x09, 0xa3, 0x73, 0xe2, 0x76, 0x2c, 0x50, 0xa6, 0x70, 0x6c, 0x55, 0x86, 0x82, 0xeb, 0x6e,
0x8f, 0x06, 0x9c, 0xb2, 0xc9, 0xb5, 0x48, 0x24, 0x0e, 0x67, 0xf3, 0xae, 0xed, 0xbb, 0x8e, 0xdb,
0x0b, 0xea, 0x39, 0xe1, 0x3b, 0xa3, 0x39, 0xfe, 0xb9, 0x01, 0xcb, 0x09, 0x53, 0x54, 0x4c, 0x5c,
0x82, 0x42, 0xc0, 0xa5, 0x1b, 0xf2, 0xa0, 0x29, 0x72, 0x53, 0xc0, 0xdb, 0x8b, 0xea, 0xf2, 0x05,
0x39, 0x27, 0x0a, 0xff, 0xc1, 0x5d, 0xed, 0x6f, 0x06, 0x54, 0x45, 0x00, 0x08, 0xdf, 0x07, 0x02,
0xd3, 0xb5, 0x07, 0x54, 0xa9, 0x4a, 0x8c, 0xb5, 0xa8, 0xc0, 0x8f, 0x2b, 0x85, 0x51, 0x61, 0x5e,
0x47, 0x66, 0x1c, 0xd9, 0x91, 0x19, 0xf1, 0x5b, 0xa9, 0x41, 0x9e, 0x9b, 0xe4, 0x58, 0x38, 0xb1,
0x32, 0x91, 0x13, 0xfc, 0x38, 0x2c, 0x28, 0x2e, 0x94, 0x68, 0x67, 0x05, 0xb2, 0x01, 0x14, 0xa4,
0x26, 0xd0, 0xff, 0x41, 0x39, 0x4a, 0x00, 0x04, 0xb7, 0xb9, 0x76, 0xe1, 0x60, 0x62, 0x65, 0x59,
0x40, 0xe2, 0x05, 0x64, 0xe9, 0xc1, 0xd5, 0x68, 0x97, 0x0f, 0x26, 0x96, 0x04, 0xa8, 0x50, 0x8a,
0xce, 0x80, 0xb9, 0xcb, 0xe3, 0x13, 0x17, 0x81, 0xd9, 0x2e, 0x1d, 0x4c, 0x2c, 0x31, 0x27, 0xe2,
0x2f, 0xbe, 0x06, 0xd5, 0x0d, 0xda, 0xb3, 0x3b, 0x63, 0x75, 0x68, 0x2d, 0x24, 0xc7, 0x0f, 0x34,
0x42, 0x1a, 0x8f, 0x42, 0x35, 0x3a, 0xf1, 0x9d, 0x41, 0xa0, 0x5e, 0x43, 0x25, 0x82, 0xbd, 0x1a,
0xe0, 0x5f, 0x18, 0xa0, 0x6c, 0x00, 0x61, 0x2d, 0xab, 0xe0, 0xfe, 0x0b, 0x0e, 0x26, 0x96, 0x82,
0x84, 0x49, 0x03, 0x7a, 0x1e, 0x8a, 0x81, 0x38, 0x91, 0x13, 0x4b, 0x9b, 0x96, 0x58, 0x68, 0x1f,
0xe3, 0x26, 0x72, 0x30, 0xb1, 0x42, 0x44, 0x12, 0x0e, 0xd0, 0x6a, 0x22, 0xf0, 0x4a, 0xc6, 0x16,
0x0f, 0x26, 0x96, 0x06, 0xd5, 0x03, 0x31, 0xfe, 0xdc, 0x80, 0xca, 0x96, 0xed, 0x44, 0x26, 0x54,
0x0f, 0x55, 0x14, 0xfb, 0x57, 0x09, 0xe0, 0x96, 0xd8, 0xa5, 0x7d, 0x7b, 0x7c, 0xd5, 0xf3, 0x05,
0xdd, 0x05, 0x12, 0xcd, 0xe3, 0x58, 0x69, 0x4e, 0x8d, 0x95, 0xf9, 0xf9, 0xdd, 0xf1, 0x57, 0xeb,
0xfc, 0x6e, 0x98, 0xa5, 0xec, 0x52, 0x0e, 0xff, 0xc1, 0x80, 0xaa, 0x64, 0x5e, 0x59, 0xde, 0x0f,
0xa0, 0x20, 0x65, 0x23, 0xd8, 0xff, 0x1f, 0x8e, 0xe9, 0xdc, 0x3c, 0x4e, 0x49, 0xd1, 0x44, 0x2f,
0xc2, 0x62, 0xd7, 0xf7, 0x86, 0x43, 0xda, 0xdd, 0x54, 0xee, 0x2f, 0x9b, 0x76, 0x7f, 0xeb, 0xfa,
0x3a, 0x49, 0xa1, 0xe3, 0xbf, 0x1b, 0xb0, 0xa0, 0x9c, 0x89, 0x52, 0x57, 0x24, 0x62, 0xe3, 0xc8,
0x11, 0x2f, 0x3b, 0x6f, 0xc4, 0x3b, 0x09, 0x85, 0x9e, 0xef, 0x8d, 0x86, 0xa1, 0x43, 0x52, 0xb3,
0xf9, 0x22, 0x21, 0xbe, 0x01, 0x8b, 0x21, 0x2b, 0x33, 0x3c, 0x6a, 0x23, 0xed, 0x51, 0xaf, 0x77,
0xa9, 0xcb, 0x9c, 0x1d, 0x27, 0xf2, 0x91, 0x0a, 0x1f, 0xff, 0xc4, 0x80, 0xa5, 0x34, 0x0a, 0x5a,
0x4f, 0x25, 0xf0, 0x8f, 0xcd, 0x26, 0xa7, 0xe7, 0xee, 0x21, 0x69, 0x95, 0xc1, 0x3f, 0x73, 0xbf,
0x0c, 0xbe, 0xa6, 0x3b, 0x99, 0xb2, 0xf2, 0x0a, 0xf8, 0x67, 0x06, 0x2c, 0x24, 0x74, 0x89, 0x2e,
0x81, 0xb9, 0xe3, 0x7b, 0x83, 0xb9, 0x14, 0x25, 0x76, 0xa0, 0x6f, 0x42, 0x96, 0x79, 0x73, 0xa9,
0x29, 0xcb, 0x3c, 0xae, 0x25, 0xc5, 0x7e, 0x4e, 0xe6, 0xc7, 0x72, 0x86, 0x9f, 0x81, 0xb2, 0x60,
0xe8, 0x96, 0xed, 0xf8, 0x53, 0x03, 0xc6, 0x74, 0x86, 0x9e, 0x87, 0x63, 0xd2, 0x19, 0x4e, 0xdf,
0x5c, 0x9d, 0xb6, 0xb9, 0x1a, 0x6e, 0x3e, 0x0d, 0xf9, 0xb5, 0xdd, 0x91, 0xbb, 0xc7, 0xb7, 0x74,
0x6d, 0x66, 0x87, 0x5b, 0xf8, 0x18, 0x9f, 0x80, 0x65, 0xfe, 0x06, 0xa9, 0x1f, 0xac, 0x79, 0x23,
0x97, 0x85, 0xf5, 0xc9, 0x79, 0xa8, 0x25, 0xc1, 0xca, 0x4a, 0x6a, 0x90, 0xef, 0x70, 0x80, 0xa0,
0xb1, 0x40, 0xe4, 0x04, 0xff, 0xc6, 0x00, 0x74, 0x8d, 0x32, 0x71, 0xca, 0xf5, 0xf5, 0xe8, 0x79,
0x34, 0xa0, 0x34, 0xb0, 0x59, 0x67, 0x97, 0xfa, 0x41, 0x98, 0xbf, 0x84, 0xf3, 0xaf, 0x23, 0x59,
0xc4, 0x17, 0x60, 0x39, 0x71, 0x4b, 0xc5, 0x53, 0x03, 0x4a, 0x1d, 0x05, 0x53, 0x21, 0x2f, 0x9a,
0xe3, 0x3f, 0x66, 0xa1, 0x24, 0x36, 0x10, 0xba, 0x83, 0x2e, 0x40, 0x65, 0xc7, 0x71, 0x7b, 0xd4,
0x1f, 0xfa, 0x8e, 0x12, 0x81, 0xd9, 0x3e, 0x76, 0x30, 0xb1, 0x74, 0x30, 0xd1, 0x27, 0xe8, 0x49,
0x28, 0x8e, 0x02, 0xea, 0xbf, 0xe3, 0xc8, 0x97, 0x5e, 0x6e, 0xd7, 0xf6, 0x27, 0x56, 0xe1, 0x8d,
0x80, 0xfa, 0xd7, 0xd7, 0x79, 0xf0, 0x19, 0x89, 0x11, 0x91, 0xbf, 0x5d, 0xf4, 0x8a, 0x32, 0x53,
0x91, 0xc0, 0xb5, 0xbf, 0xc5, 0xaf, 0x9f, 0x72, 0x75, 0x43, 0xdf, 0x1b, 0x50, 0xb6, 0x4b, 0x47,
0x41, 0xab, 0xe3, 0x0d, 0x06, 0x9e, 0xdb, 0x12, 0x15, 0xb7, 0x60, 0x9a, 0x47, 0x50, 0xbe, 0x5d,
0x59, 0xee, 0x16, 0x14, 0xd9, 0xae, 0xef, 0x8d, 0x7a, 0xbb, 0x22, 0x30, 0xe4, 0xda, 0x97, 0xe7,
0xa7, 0x17, 0x52, 0x20, 0xe1, 0x00, 0x3d, 0xca, 0xa5, 0x45, 0x3b, 0x7b, 0xc1, 0x68, 0x20, 0x6b,
0xbc, 0x76, 0xfe, 0x60, 0x62, 0x19, 0x4f, 0x92, 0x08, 0x8c, 0x7f, 0x9c, 0x05, 0x4b, 0x2b, 0x8d,
0xaf, 0x7a, 0xfe, 0xab, 0x94, 0xf9, 0x4e, 0xe7, 0xa6, 0x3d, 0xa0, 0xa1, 0x6d, 0x58, 0x50, 0x19,
0x08, 0xe0, 0x3b, 0xda, 0x13, 0x80, 0x41, 0x84, 0x87, 0x1e, 0x01, 0x10, 0x6f, 0x46, 0xae, 0xcb,
0xd7, 0x50, 0x16, 0x10, 0xb1, 0xbc, 0x96, 0x90, 0x54, 0x6b, 0x4e, 0xce, 0x94, 0x84, 0xae, 0xa7,
0x25, 0x34, 0x37, 0x9d, 0x48, 0x2c, 0xba, 0xad, 0xe7, 0x93, 0xb6, 0x8e, 0xff, 0x61, 0x40, 0x73,
0x23, 0xbc, 0xf9, 0x11, 0xc5, 0x11, 0xf2, 0x9b, 0x7d, 0x40, 0xfc, 0xe6, 0xbe, 0x1c, 0xbf, 0xb8,
0x09, 0xb0, 0xe1, 0xb8, 0xf4, 0xaa, 0xd3, 0x67, 0xd4, 0x9f, 0x52, 0xc5, 0xfc, 0x34, 0x17, 0xbb,
0x04, 0x42, 0x77, 0x42, 0x3e, 0xd7, 0x34, 0x3f, 0xfc, 0x20, 0xd8, 0xc8, 0x3e, 0x40, 0xb5, 0xe5,
0x52, 0x2e, 0xca, 0x85, 0xe2, 0x8e, 0x60, 0x4f, 0x86, 0xd4, 0x44, 0x23, 0x26, 0xe6, 0xbd, 0xfd,
0x1d, 0x75, 0xf8, 0xb3, 0xf7, 0xc9, 0x88, 0x44, 0x7b, 0xac, 0x15, 0x8c, 0x5d, 0x66, 0xbf, 0xa7,
0xed, 0x27, 0xe1, 0x21, 0xc8, 0x56, 0x49, 0x57, 0x7e, 0x6a, 0xd2, 0xf5, 0x82, 0x3a, 0xe6, 0x4b,
0x55, 0x9d, 0x2f, 0xc4, 0x1e, 0x50, 0x28, 0x45, 0x79, 0xc0, 0xc7, 0xc0, 0xf4, 0xe9, 0x4e, 0x18,
0xaa, 0x51, 0x7c, 0x72, 0x84, 0x29, 0xd6, 0xf1, 0x5f, 0x0c, 0x58, 0xba, 0x46, 0x59, 0x32, 0x09,
0x7a, 0x88, 0x54, 0x8a, 0x5f, 0x86, 0xe3, 0xda, 0xfd, 0x15, 0xf7, 0x4f, 0xa7, 0x32, 0x9f, 0x13,
0x31, 0xff, 0xd7, 0xdd, 0x2e, 0x7d, 0x4f, 0x15, 0x94, 0xc9, 0xa4, 0xe7, 0x16, 0x54, 0xb4, 0x45,
0x74, 0x25, 0x95, 0xee, 0x2c, 0xa7, 0xfa, 0x95, 0x3c, 0x64, 0xb7, 0x6b, 0x8a, 0x27, 0x59, 0x36,
0xaa, 0x64, 0x36, 0x4a, 0x0d, 0x36, 0x01, 0x09, 0x75, 0x09, 0xb2, 0x7a, 0x70, 0x12, 0xd0, 0x57,
0xa2, 0xbc, 0x27, 0x9a, 0xa3, 0x47, 0xc1, 0xf4, 0xbd, 0xbb, 0x61, 0x1e, 0xbb, 0x10, 0x1f, 0x49,
0xbc, 0xbb, 0x44, 0x2c, 0xe1, 0xe7, 0x21, 0x47, 0xbc, 0xbb, 0xa8, 0x09, 0xe0, 0xdb, 0x6e, 0x8f,
0xde, 0x8e, 0x2a, 0xa8, 0x2a, 0xd1, 0x20, 0x33, 0x12, 0x87, 0x35, 0x38, 0xae, 0xdf, 0x48, 0xaa,
0x7b, 0x15, 0x8a, 0xaf, 0x8f, 0x74, 0x71, 0xd5, 0x52, 0xe2, 0x92, 0x85, 0x7a, 0x88, 0xc4, 0x6d,
0x06, 0x62, 0x38, 0x3a, 0x03, 0x65, 0x66, 0x6f, 0xf7, 0xe9, 0xcd, 0xd8, 0xcd, 0xc5, 0x00, 0xbe,
0xca, 0x8b, 0xbf, 0xdb, 0x5a, 0x06, 0x14, 0x03, 0xd0, 0x13, 0xb0, 0x14, 0xdf, 0xf9, 0x96, 0x4f,
0x77, 0x9c, 0xf7, 0x84, 0x86, 0xab, 0xe4, 0x10, 0x1c, 0x9d, 0x85, 0x63, 0x31, 0x6c, 0x53, 0x64,
0x1a, 0xa6, 0x40, 0x4d, 0x83, 0xb9, 0x6c, 0x04, 0xbb, 0x2f, 0xdd, 0x19, 0xd9, 0x7d, 0xf1, 0xf8,
0xaa, 0x44, 0x83, 0xe0, 0xbf, 0x1a, 0x70, 0x5c, 0xaa, 0x9a, 0xd9, 0xec, 0xa1, 0xb4, 0xfa, 0xdf,
0x1a, 0x80, 0x74, 0x0e, 0x94, 0x69, 0xfd, 0xbf, 0xde, 0x08, 0xe2, 0xa9, 0x4c, 0x45, 0xd4, 0xb4,
0x12, 0x14, 0xf7, 0x72, 0x30, 0x14, 0x44, 0x3a, 0x24, 0x8b, 0x6b, 0x53, 0x16, 0xcd, 0x12, 0x42,
0xd4, 0x2f, 0xaf, 0xf5, 0xb7, 0xc7, 0x8c, 0x06, 0xaa, 0xe4, 0x15, 0xb5, 0xbe, 0x00, 0x10, 0xf9,
0xc3, 0xcf, 0xa2, 0x2e, 0x13, 0x56, 0x63, 0xc6, 0x67, 0x29, 0x10, 0x09, 0x07, 0xf8, 0xf7, 0x59,
0x58, 0xb8, 0xed, 0xf5, 0x47, 0x71, 0x60, 0x7c, 0x98, 0x02, 0x46, 0xa2, 0x0e, 0xcf, 0x87, 0x75,
0x38, 0x02, 0x33, 0x60, 0x74, 0x28, 0x2c, 0x2b, 0x47, 0xc4, 0x18, 0x61, 0xa8, 0x32, 0xdb, 0xef,
0x51, 0x26, 0xab, 0x9b, 0x7a, 0x41, 0xa4, 0x9d, 0x09, 0x18, 0x5a, 0x81, 0x8a, 0xdd, 0xeb, 0xf9,
0xb4, 0x67, 0x33, 0xda, 0x1e, 0xd7, 0x8b, 0xe2, 0x30, 0x1d, 0x84, 0xdf, 0x82, 0xc5, 0x50, 0x58,
0x4a, 0xa5, 0x4f, 0x41, 0xf1, 0x5d, 0x01, 0x99, 0xd2, 0x17, 0x93, 0xa8, 0xca, 0x8d, 0x85, 0x68,
0xc9, 0x3e, 0x7b, 0x78, 0x67, 0x7c, 0x03, 0x0a, 0x12, 0x1d, 0x9d, 0xd1, 0x6b, 0x14, 0xd9, 0xa4,
0xe1, 0x73, 0x55, 0x70, 0x60, 0x28, 0x48, 0x42, 0x4a, 0xf1, 0xc2, 0x36, 0x24, 0x84, 0xa8, 0x5f,
0xfc, 0x1f, 0x03, 0x4e, 0xac, 0x53, 0x46, 0x3b, 0x8c, 0x76, 0xaf, 0x3a, 0xb4, 0xdf, 0xfd, 0x5a,
0xcb, 0xe7, 0xa8, 0x09, 0x96, 0xd3, 0x9a, 0x60, 0xdc, 0xef, 0xf4, 0x1d, 0x97, 0x6e, 0x68, 0x5d,
0x94, 0x18, 0xc0, 0x3d, 0xc4, 0x0e, 0xbf, 0xb8, 0x5c, 0x96, 0x1f, 0x36, 0x34, 0x48, 0xa4, 0xe1,
0x42, 0xac, 0x61, 0xfc, 0x23, 0x03, 0x4e, 0xa6, 0xb9, 0x56, 0x4a, 0x6a, 0x41, 0x41, 0x6c, 0x9e,
0xd2, 0x7f, 0x4d, 0xec, 0x20, 0x0a, 0x0d, 0x5d, 0x4a, 0x9c, 0x2f, 0x3e, 0x88, 0xb4, 0xeb, 0x07,
0x13, 0xab, 0x16, 0x43, 0xb5, 0x12, 0x5f, 0xc3, 0xc5, 0xbf, 0xe2, 0x85, 0xb0, 0x4e, 0x53, 0xe8,
0x9b, 0xdb, 0x97, 0xf2, 0xbd, 0x72, 0x82, 0xbe, 0x01, 0x26, 0x1b, 0x0f, 0x95, 0xcb, 0x6d, 0x9f,
0xf8, 0x7c, 0x62, 0x1d, 0x4f, 0x6c, 0xdb, 0x1a, 0x0f, 0x29, 0x11, 0x28, 0xdc, 0x2c, 0x3b, 0xb6,
0xdf, 0x75, 0x5c, 0xbb, 0xef, 0x30, 0x29, 0x46, 0x93, 0xe8, 0x20, 0xd1, 0x89, 0xd8, 0xa3, 0xac,
0x23, 0x93, 0xea, 0xaa, 0xea, 0x44, 0x08, 0x48, 0xa2, 0x13, 0x21, 0x20, 0xf8, 0xd7, 0x9a, 0x79,
0x48, 0xcb, 0x3f, 0xa2, 0x79, 0x18, 0x47, 0x36, 0x0f, 0xe3, 0x3e, 0xe6, 0x81, 0xbf, 0x17, 0xeb,
0x32, 0xbc, 0xa2, 0xd2, 0xe5, 0x8b, 0xb0, 0xd8, 0x4d, 0xac, 0xcc, 0xd6, 0xa9, 0xec, 0xb2, 0xa6,
0xd0, 0xf1, 0xb5, 0x58, 0x41, 0x02, 0x32, 0x43, 0x41, 0x29, 0xa9, 0x67, 0x0f, 0x49, 0xfd, 0x89,
0xc7, 0xa0, 0x1c, 0x7d, 0x8b, 0x42, 0x15, 0x28, 0x5e, 0x7d, 0x8d, 0xbc, 0x79, 0x85, 0xac, 0x2f,
0x65, 0x50, 0x15, 0x4a, 0xed, 0x2b, 0x6b, 0xaf, 0x88, 0x99, 0x71, 0xf1, 0x83, 0x42, 0x18, 0xc0,
0x7d, 0xf4, 0x6d, 0xc8, 0xcb, 0xa8, 0x7c, 0x32, 0xbe, 0xae, 0xfe, 0xc9, 0xa7, 0x71, 0xea, 0x10,
0x5c, 0xf2, 0x8d, 0x33, 0x4f, 0x19, 0xe8, 0x26, 0x54, 0x04, 0x50, 0x35, 0x68, 0xcf, 0xa4, 0xfb,
0xa4, 0x09, 0x4a, 0x8f, 0xcc, 0x58, 0xd5, 0xe8, 0x5d, 0x86, 0xbc, 0x14, 0xc1, 0xc9, 0x54, 0xf2,
0x34, 0xe5, 0x36, 0x89, 0x96, 0x35, 0xce, 0xa0, 0xe7, 0xc0, 0xdc, 0xb2, 0x9d, 0x3e, 0xd2, 0x72,
0x37, 0xad, 0xaf, 0xda, 0x38, 0x99, 0x06, 0x6b, 0xc7, 0xbe, 0x10, 0xb5, 0x87, 0x4f, 0xa5, 0x7b,
0x54, 0xe1, 0xf6, 0xfa, 0xe1, 0x85, 0xe8, 0xe4, 0xd7, 0x64, 0x13, 0x33, 0xec, 0x94, 0xa0, 0x47,
0x92, 0x47, 0xa5, 0x1a, 0x2b, 0x8d, 0xe6, 0xac, 0xe5, 0x88, 0xe0, 0x06, 0x54, 0xb4, 0x2e, 0x85,
0x2e, 0xd6, 0xc3, 0x2d, 0x16, 0x5d, 0xac, 0x53, 0x5a, 0x1b, 0x38, 0x83, 0xae, 0x41, 0x89, 0x67,
0xbc, 0xe2, 0x6b, 0xc6, 0xe9, 0x74, 0x62, 0xab, 0x25, 0x34, 0x8d, 0x33, 0xd3, 0x17, 0x23, 0x42,
0xdf, 0x85, 0xf2, 0x35, 0xca, 0x54, 0x54, 0x38, 0x95, 0x0e, 0x2b, 0x53, 0x24, 0x95, 0x0c, 0x4d,
0x38, 0x83, 0xde, 0x12, 0xc9, 0x77, 0xd2, 0x29, 0x22, 0x6b, 0x86, 0xf3, 0x8b, 0xee, 0xb5, 0x32,
0x1b, 0x21, 0xa2, 0xfc, 0x66, 0x82, 0xb2, 0x8a, 0x9f, 0xd6, 0x8c, 0x27, 0x18, 0x51, 0xb6, 0xee,
0xf3, 0x3f, 0x05, 0x38, 0x73, 0xf1, 0xed, 0xf0, 0xb3, 0xfa, 0xba, 0xcd, 0x6c, 0xf4, 0x1a, 0x2c,
0x0a, 0x59, 0x46, 0xdf, 0xdd, 0x13, 0x36, 0x7f, 0xe8, 0x23, 0x7f, 0xc2, 0xe6, 0x0f, 0x7f, 0xec,
0xc7, 0x99, 0xf6, 0xdb, 0x1f, 0xdd, 0x6b, 0x66, 0x3e, 0xbe, 0xd7, 0xcc, 0x7c, 0x76, 0xaf, 0x69,
0xfc, 0x70, 0xbf, 0x69, 0xfc, 0x6e, 0xbf, 0x69, 0x7c, 0xb8, 0xdf, 0x34, 0x3e, 0xda, 0x6f, 0x1a,
0xff, 0xda, 0x6f, 0x1a, 0xff, 0xde, 0x6f, 0x66, 0x3e, 0xdb, 0x6f, 0x1a, 0xef, 0x7f, 0xda, 0xcc,
0x7c, 0xf4, 0x69, 0x33, 0xf3, 0xf1, 0xa7, 0xcd, 0xcc, 0xf7, 0x1f, 0xbf, 0x7f, 0xa1, 0x29, 0x1d,
0x5d, 0x41, 0xfc, 0x3c, 0xfd, 0xdf, 0x00, 0x00, 0x00, 0xff, 0xff, 0xf0, 0xfa, 0x1a, 0x95, 0xfc,
0x21, 0x00, 0x00,
}
func (x Direction) String() string {

@ -452,7 +452,7 @@ message DetectedFieldsRequest {
message DetectedFieldsResponse {
repeated DetectedField fields = 1;
uint32 fieldLimit = 2;
uint32 fieldLimit = 2 [(gogoproto.jsontag) = "fieldLimit,omitempty"];
}
// TODO: make the detected field include the serialized sketch
@ -461,7 +461,7 @@ message DetectedField {
string label = 1;
string type = 2 [(gogoproto.casttype) = "DetectedFieldType"];
uint64 cardinality = 3;
bytes sketch = 4 [(gogoproto.jsontag) = "-"]; //serialized hyperloglog sketch
bytes sketch = 4 [(gogoproto.jsontag) = "sketch,omitempty"];
}
message DetectedLabelsRequest {

@ -1087,6 +1087,7 @@ func (t *Loki) initQueryFrontend() (_ services.Service, err error) {
t.Server.HTTP.Path("/loki/api/v1/series").Methods("GET", "POST").Handler(frontendHandler)
t.Server.HTTP.Path("/loki/api/v1/patterns").Methods("GET", "POST").Handler(frontendHandler)
t.Server.HTTP.Path("/loki/api/v1/detected_labels").Methods("GET", "POST").Handler(frontendHandler)
t.Server.HTTP.Path("/loki/api/v1/detected_fields").Methods("GET", "POST").Handler(frontendHandler)
t.Server.HTTP.Path("/loki/api/v1/index/stats").Methods("GET", "POST").Handler(frontendHandler)
t.Server.HTTP.Path("/loki/api/v1/index/shards").Methods("GET", "POST").Handler(frontendHandler)
t.Server.HTTP.Path("/loki/api/v1/index/volume").Methods("GET", "POST").Handler(frontendHandler)
@ -1104,12 +1105,6 @@ func (t *Loki) initQueryFrontend() (_ services.Service, err error) {
t.Server.HTTP.Path("/api/prom/tail").Methods("GET", "POST").Handler(defaultHandler)
}
// We don't marshal the hyperloglog sketch in the detected fields response to JSON, so this endpoint
// only works correctly in V2 with protobuf encoding enabled.
if frontendV2 != nil && frontendV2.IsProtobufEncoded() {
t.Server.HTTP.Path("/loki/api/v1/detected_fields").Methods("GET", "POST").Handler(frontendHandler)
}
if t.frontend == nil {
return services.NewIdleService(nil, func(_ error) error {
if t.stopper != nil {

@ -1018,7 +1018,7 @@ func (q *SingleTenantQuerier) DetectedFields(ctx context.Context, req *logproto.
// TODO(twhitney): converting from a step to a duration should be abstracted and reused,
// doing this in a few places now.
streams, err := streamsForFieldDetection(iters, req.LineLimit, time.Duration(req.Step))
streams, err := streamsForFieldDetection(iters, req.LineLimit)
if err != nil {
return nil, err
}
@ -1186,11 +1186,11 @@ func parseLine(line string) map[string][]string {
return result
}
// readStreams reads the streams from the iterator and returns them sorted.
// streamsForFieldDetection reads the streams from the iterator and returns them sorted.
// If categorizeLabels is true, the stream labels contains just the stream labels and entries inside each stream have their
// structuredMetadata and parsed fields populated with structured metadata labels plus the parsed labels respectively.
// Otherwise, the stream labels are the whole series labels including the stream labels, structured metadata labels and parsed labels.
func streamsForFieldDetection(i iter.EntryIterator, size uint32, interval time.Duration) (logqlmodel.Streams, error) {
func streamsForFieldDetection(i iter.EntryIterator, size uint32) (logqlmodel.Streams, error) {
streams := map[string]*logproto.Stream{}
respSize := uint32(0)
// lastEntry should be a really old time so that the first comparison is always true, we use a negative
@ -1199,14 +1199,12 @@ func streamsForFieldDetection(i iter.EntryIterator, size uint32, interval time.D
for respSize < size && i.Next() {
streamLabels, entry := i.Labels(), i.Entry()
// Always going backward
shouldOutput := entry.Timestamp.Equal(lastEntry.Add(-interval)) ||
entry.Timestamp.Before(lastEntry.Add(-interval))
// Always going backward as the direction for field detection is hard-coded to BACKWARD
shouldOutput := entry.Timestamp.Equal(lastEntry) || entry.Timestamp.Before(lastEntry)
// If step == 0 output every line.
// If lastEntry.Unix < 0 this is the first pass through the loop and we should output the line.
// Then check to see if the entry is equal to, or past a forward step
if interval == 0 || lastEntry.Unix() < 0 || shouldOutput {
if lastEntry.Unix() < 0 || shouldOutput {
stream, ok := streams[streamLabels]
if !ok {
stream = &logproto.Stream{

@ -1610,7 +1610,7 @@ func (Codec) MergeResponse(responses ...queryrangebase.Response) (queryrangebase
return &DetectedFieldsResponse{
Response: &logproto.DetectedFieldsResponse{
Fields: mergedFields,
FieldLimit: fieldLimit,
FieldLimit: 0,
},
Headers: headers,
}, nil

@ -11,6 +11,7 @@ import (
"github.com/go-kit/log"
"github.com/go-kit/log/level"
"github.com/grafana/dskit/httpgrpc"
"github.com/grafana/dskit/tenant"
"github.com/grafana/dskit/user"
"github.com/pkg/errors"
"github.com/prometheus/client_golang/prometheus"
@ -21,12 +22,14 @@ import (
logqllog "github.com/grafana/loki/v3/pkg/logql/log"
"github.com/grafana/loki/v3/pkg/logql/syntax"
"github.com/grafana/loki/v3/pkg/logqlmodel/stats"
"github.com/grafana/loki/v3/pkg/querier/queryrange/queryrangebase"
base "github.com/grafana/loki/v3/pkg/querier/queryrange/queryrangebase"
"github.com/grafana/loki/v3/pkg/storage/chunk/cache"
"github.com/grafana/loki/v3/pkg/storage/config"
"github.com/grafana/loki/v3/pkg/util"
"github.com/grafana/loki/v3/pkg/util/constants"
logutil "github.com/grafana/loki/v3/pkg/util/log"
"github.com/grafana/loki/v3/pkg/util/validation"
)
const (
@ -1132,12 +1135,14 @@ func NewDetectedFieldsTripperware(
return base.MiddlewareFunc(func(next base.Handler) base.Handler {
statsHandler := indexStatsTripperware.Wrap(next)
splitter := newDefaultSplitter(limits, iqo)
queryRangeMiddleware := []base.Middleware{
StatsCollectorMiddleware(),
NewLimitsMiddleware(limits),
NewQuerySizeLimiterMiddleware(schema.Configs, engineOpts, log, limits, statsHandler),
base.InstrumentMiddleware("split_by_interval", metrics.InstrumentMiddlewareMetrics),
SplitByIntervalMiddleware(schema.Configs, limits, merger, newDefaultSplitter(limits, iqo), metrics.SplitByMetrics),
SplitByIntervalMiddleware(schema.Configs, limits, merger, splitter, metrics.SplitByMetrics),
}
// The sharding middleware takes care of enforcing this limit for both shardable and non-shardable queries.
@ -1153,6 +1158,62 @@ func NewDetectedFieldsTripperware(
)
}
return NewLimitedRoundTripper(next, limits, schema.Configs, queryRangeMiddleware...)
limitedRT := NewLimitedRoundTripper(next, limits, schema.Configs, queryRangeMiddleware...)
return NewSketchRemovingHandler(limitedRT, limits, splitter)
}), nil
}
// NewSketchRemovingHandler returns a handler that removes sketches from detected fields responses before
// returning them to the user. We only need sketches internally for calculating cardinality for split queries.
// We're already doing this sanitization in the merge code, so this handler catches non-split queries
// to make sure their sketches are also removed.
func NewSketchRemovingHandler(next queryrangebase.Handler, limits Limits, splitter splitter) queryrangebase.Handler {
return queryrangebase.HandlerFunc(
func(ctx context.Context, req queryrangebase.Request) (queryrangebase.Response, error) {
res, err := next.Do(ctx, req)
if err != nil {
return nil, err
}
resp, ok := res.(*DetectedFieldsResponse)
if !ok {
return res, nil
}
tenantIDs, err := tenant.TenantIDs(ctx)
if err != nil {
return resp, nil
}
interval := validation.SmallestPositiveNonZeroDurationPerTenant(
tenantIDs,
limits.QuerySplitDuration,
)
// sketeches get cleaned up in the merge code, so we only need catch the cases
// where no splitting happened
if interval == 0 {
return removeSketches(resp), nil
}
intervals, err := splitter.split(time.Now().UTC(), tenantIDs, req, interval)
if err != nil || len(intervals) < 2 {
return removeSketches(resp), nil
}
// must have been splits, so sketches are already removed
return resp, nil
},
)
}
// removeSketches removes sketches and field limit from a detected fields response.
// this is only needed for queries that were not split.
func removeSketches(resp *DetectedFieldsResponse) *DetectedFieldsResponse {
for i := range resp.Response.Fields {
resp.Response.Fields[i].Sketch = nil
}
resp.Response.FieldLimit = 0
return resp
}

@ -73,18 +73,11 @@ func MergeFields(
result := make([]*logproto.DetectedField, 0, fieldLimit)
for _, field := range mergedFields {
// TODO(twhitney): what's the performance cost of marshalling here? We technically don't need to marshal in the merge
// but it's nice to keep the response consistent through middlewares in case we need the sketch somewhere else,
// need to benchmark this to find out.
sketch, err := field.Sketch.MarshalBinary()
if err != nil {
return nil, err
}
detectedField := &logproto.DetectedField{
Label: field.Label,
Type: field.Type,
Cardinality: field.Sketch.Estimate(),
Sketch: sketch,
Sketch: nil,
}
result = append(result, detectedField)
}

Loading…
Cancel
Save