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WIP: Initial support for CEL
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This adds initial support for queries using the common expression
language (CEL).

Signed-off-by: Manuel Rüger <[email protected]>
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@mrueg
mrueg committed Oct 30, 2023
1 parent 661af08 commit 86c17b4
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Showing 6 changed files with 149 additions and 28 deletions.
1 change: 1 addition & 0 deletions config/config.go
View file
Original file line number Diff line number Diff line change
Expand Up @@ -24,6 +24,7 @@ import (
type Metric struct {
Name string
Path string
Cel string
Labels map[string]string
Type ScrapeType
ValueType ValueType
Expand Down
5 changes: 5 additions & 0 deletions examples/config.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -10,6 +10,11 @@ modules:
labels:
environment: beta # static label
location: 'planet-{.location}' # dynamic label
- name: example_cel_global_value
cel: '.counter'
help: Example of a top-level global value scrape in the json
labels:
environment: beta # static label
- name: example_timestamped_value
type: object
path: '{ .values[?(@.state == "INACTIVE")] }'
Expand Down
119 changes: 107 additions & 12 deletions exporter/collector.go
View file
Original file line number Diff line number Diff line change
Expand Up @@ -20,6 +20,7 @@ import (

"github.com/go-kit/log"
"github.com/go-kit/log/level"
"github.com/google/cel-go/cel"
"github.com/prometheus-community/json_exporter/config"
"github.com/prometheus/client_golang/prometheus"
"k8s.io/client-go/util/jsonpath"
Expand All @@ -35,6 +36,7 @@ type JSONMetric struct {
Desc *prometheus.Desc
Type config.ScrapeType
KeyJSONPath string
KeyCelExpression string
ValueJSONPath string
LabelsJSONPaths []string
ValueType prometheus.ValueType
Expand All @@ -51,10 +53,25 @@ func (mc JSONMetricCollector) Collect(ch chan<- prometheus.Metric) {
for _, m := range mc.JSONMetrics {
switch m.Type {
case config.ValueScrape:
value, err := extractValue(mc.Logger, mc.Data, m.KeyJSONPath, false)
if err != nil {
level.Error(mc.Logger).Log("msg", "Failed to extract value for metric", "path", m.KeyJSONPath, "err", err, "metric", m.Desc)
continue
var value string
var err error
if m.KeyJSONPath != "" {
level.Debug(mc.Logger).Log("msg", "Extracting value for metric", "path", m.KeyJSONPath, "err", err, "metric", m.Desc)

value, err = extractValue(mc.Logger, mc.Data, m.KeyJSONPath, false)
if err != nil {
level.Error(mc.Logger).Log("msg", "Failed to extract value for metric", "path", m.KeyJSONPath, "err", err, "metric", m.Desc)
continue
}
} else {
level.Debug(mc.Logger).Log("msg", "Extracting value for metric", "expression", m.KeyCelExpression, "err", err, "metric", m.Desc)

value, err = extractValueCEL(mc.Logger, mc.Data, m.KeyCelExpression)
if err != nil {
level.Error(mc.Logger).Log("msg", "Failed to extract value for metric", "expression", m.KeyCelExpression, "err", err, "metric", m.Desc)
continue
}

}

if floatValue, err := SanitizeValue(value); err == nil {
Expand All @@ -66,28 +83,52 @@ func (mc JSONMetricCollector) Collect(ch chan<- prometheus.Metric) {
)
ch <- timestampMetric(mc.Logger, m, mc.Data, metric)
} else {
level.Error(mc.Logger).Log("msg", "Failed to convert extracted value to float64", "path", m.KeyJSONPath, "value", value, "err", err, "metric", m.Desc)
if m.KeyJSONPath != "" {
level.Error(mc.Logger).Log("msg", "Failed to convert extracted value to float64", "path", m.KeyJSONPath, "value", value, "err", err, "metric", m.Desc)
} else {
level.Error(mc.Logger).Log("msg", "Failed to convert extracted value to float64", "expression", m.KeyCelExpression, "value", value, "err", err, "metric", m.Desc)
}
continue
}

case config.ObjectScrape:
values, err := extractValue(mc.Logger, mc.Data, m.KeyJSONPath, true)
if err != nil {
level.Error(mc.Logger).Log("msg", "Failed to extract json objects for metric", "err", err, "metric", m.Desc)
continue
var values string
var err error
if m.KeyJSONPath != "" {
values, err = extractValue(mc.Logger, mc.Data, m.KeyJSONPath, true)
if err != nil {
level.Error(mc.Logger).Log("msg", "Failed to extract json objects for metric", "err", err, "metric", m.Desc)
continue
}
} else {
level.Debug(mc.Logger).Log("msg", "Extracting json objects for metric", "err", err, "metric", m.Desc)
values, err = extractValueCEL(mc.Logger, mc.Data, m.KeyCelExpression)
if err != nil {
level.Error(mc.Logger).Log("msg", "Failed to extract json objects for metric", "err", err, "metric", m.Desc)
continue
}
}

var jsonData []interface{}
if err := json.Unmarshal([]byte(values), &jsonData); err == nil {
for _, data := range jsonData {
jdata, err := json.Marshal(data)
if err != nil {
level.Error(mc.Logger).Log("msg", "Failed to marshal data to json", "path", m.ValueJSONPath, "err", err, "metric", m.Desc, "data", data)
if m.KeyJSONPath != "" {
level.Error(mc.Logger).Log("msg", "Failed to marshal data to json", "path", m.ValueJSONPath, "err", err, "metric", m.Desc, "data", data)
} else {
level.Error(mc.Logger).Log("msg", "Failed to marshal data to json", "expression", m.KeyCelExpression, "err", err, "metric", m.Desc, "data", data)
}
continue
}
value, err := extractValue(mc.Logger, jdata, m.ValueJSONPath, false)
if err != nil {
level.Error(mc.Logger).Log("msg", "Failed to extract value for metric", "path", m.ValueJSONPath, "err", err, "metric", m.Desc)
if m.KeyJSONPath != "" {
level.Error(mc.Logger).Log("msg", "Failed to extract value for metric", "path", m.ValueJSONPath, "err", err, "metric", m.Desc)
} else {
level.Error(mc.Logger).Log("msg", "Failed to extract value for metric", "expression", m.KeyCelExpression, "err", err, "metric", m.Desc)

}
continue
}

Expand All @@ -100,7 +141,11 @@ func (mc JSONMetricCollector) Collect(ch chan<- prometheus.Metric) {
)
ch <- timestampMetric(mc.Logger, m, jdata, metric)
} else {
level.Error(mc.Logger).Log("msg", "Failed to convert extracted value to float64", "path", m.ValueJSONPath, "value", value, "err", err, "metric", m.Desc)
if m.KeyJSONPath != "" {
level.Error(mc.Logger).Log("msg", "Failed to convert extracted value to float64", "path", m.KeyJSONPath, "value", value, "err", err, "metric", m.Desc)
} else {
level.Error(mc.Logger).Log("msg", "Failed to convert extracted value to float64", "expression", m.KeyCelExpression, "value", value, "err", err, "metric", m.Desc)
}
continue
}
}
Expand Down Expand Up @@ -148,6 +193,56 @@ func extractValue(logger log.Logger, data []byte, path string, enableJSONOutput
return buf.String(), nil
}

// Returns the last matching value at the given json path
func extractValueCEL(logger log.Logger, data []byte, expression string) (string, error) {

var jsonData map[string]any

err := json.Unmarshal(data, &jsonData)
if err != nil {
level.Error(logger).Log("msg", "Failed to unmarshal data to json", "err", err, "data", data)
return "", err
}

inputVars := make([]cel.EnvOption, 0, len(jsonData))
for k := range jsonData {
inputVars = append(inputVars, cel.Variable(k, cel.DynType))
}

env, err := cel.NewEnv(inputVars...)

if err != nil {
level.Error(logger).Log("msg", "Failed to set up CEL environment", "err", err, "data", data)
return "", err
}

ast, issues := env.Compile(expression)
if issues != nil && issues.Err() != nil {
level.Error(logger).Log("CEL type-check error", issues.Err(), "expression", expression)
return "", err
}
prg, err := env.Program(ast)
if err != nil {
level.Error(logger).Log("CEL program construction error", err)
return "", err
}

out, _, err := prg.Eval(jsonData)
if err != nil {
level.Error(logger).Log("msg", "Failed to evaluate cel query", "err", err, "expression", expression, "data", jsonData)
return "", err
}

result := out.ConvertToType(cel.StringType)

// Since we are finally going to extract only float64, unquote if necessary
if res, err := jsonpath.UnquoteExtend(result.Value().(string)); err == nil {
return res, nil
}

return result.Value().(string), nil
}

// Returns the list of labels created from the list of provided json paths
func extractLabels(logger log.Logger, data []byte, paths []string) []string {
labels := make([]string, len(paths))
Expand Down
4 changes: 3 additions & 1 deletion exporter/util.go
View file
Original file line number Diff line number Diff line change
Expand Up @@ -104,6 +104,7 @@ func CreateMetricsList(c config.Module) ([]JSONMetric, error) {
nil,
),
KeyJSONPath: metric.Path,
KeyCelExpression: metric.Cel,
LabelsJSONPaths: variableLabelsValues,
ValueType: valueType,
EpochTimestampJSONPath: metric.EpochTimestamp,
Expand All @@ -126,6 +127,7 @@ func CreateMetricsList(c config.Module) ([]JSONMetric, error) {
nil,
),
KeyJSONPath: metric.Path,
KeyCelExpression: metric.Cel,
ValueJSONPath: valuePath,
LabelsJSONPaths: variableLabelsValues,
ValueType: valueType,
Expand All @@ -134,7 +136,7 @@ func CreateMetricsList(c config.Module) ([]JSONMetric, error) {
metrics = append(metrics, jsonMetric)
}
default:
return nil, fmt.Errorf("Unknown metric type: '%s', for metric: '%s'", metric.Type, metric.Name)
return nil, fmt.Errorf("unknown metric type: '%s', for metric: '%s'", metric.Type, metric.Name)
}
}
return metrics, nil
Expand Down
16 changes: 11 additions & 5 deletions go.mod
View file
Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,7 @@ require (
github.com/Masterminds/sprig/v3 v3.2.3
github.com/alecthomas/kingpin/v2 v2.3.2
github.com/go-kit/log v0.2.1
github.com/google/cel-go v0.18.1
github.com/prometheus/client_golang v1.16.0
github.com/prometheus/common v0.44.0
github.com/prometheus/exporter-toolkit v0.10.0
Expand All @@ -17,6 +18,7 @@ require (
github.com/Masterminds/goutils v1.1.1 // indirect
github.com/Masterminds/semver/v3 v3.2.0 // indirect
github.com/alecthomas/units v0.0.0-20211218093645-b94a6e3cc137 // indirect
github.com/antlr/antlr4/runtime/Go/antlr/v4 v4.0.0-20230305170008-8188dc5388df // indirect
github.com/beorn7/perks v1.0.1 // indirect
github.com/cespare/xxhash/v2 v2.2.0 // indirect
github.com/coreos/go-systemd/v22 v22.5.0 // indirect
Expand All @@ -35,13 +37,17 @@ require (
github.com/prometheus/procfs v0.10.1 // indirect
github.com/shopspring/decimal v1.2.0 // indirect
github.com/spf13/cast v1.3.1 // indirect
github.com/stoewer/go-strcase v1.2.0 // indirect
github.com/xhit/go-str2duration/v2 v2.1.0 // indirect
golang.org/x/crypto v0.11.0 // indirect
golang.org/x/net v0.13.0 // indirect
golang.org/x/crypto v0.14.0 // indirect
golang.org/x/exp v0.0.0-20220722155223-a9213eeb770e // indirect
golang.org/x/net v0.17.0 // indirect
golang.org/x/oauth2 v0.8.0 // indirect
golang.org/x/sync v0.2.0 // indirect
golang.org/x/sys v0.10.0 // indirect
golang.org/x/text v0.11.0 // indirect
golang.org/x/sys v0.13.0 // indirect
golang.org/x/text v0.13.0 // indirect
google.golang.org/appengine v1.6.7 // indirect
google.golang.org/protobuf v1.30.0 // indirect
google.golang.org/genproto/googleapis/api v0.0.0-20230803162519-f966b187b2e5 // indirect
google.golang.org/genproto/googleapis/rpc v0.0.0-20230803162519-f966b187b2e5 // indirect
google.golang.org/protobuf v1.31.0 // indirect
)
32 changes: 22 additions & 10 deletions go.sum
View file
Original file line number Diff line number Diff line change
Expand Up @@ -8,6 +8,8 @@ github.com/alecthomas/kingpin/v2 v2.3.2 h1:H0aULhgmSzN8xQ3nX1uxtdlTHYoPLu5AhHxWr
github.com/alecthomas/kingpin/v2 v2.3.2/go.mod h1:0gyi0zQnjuFk8xrkNKamJoyUo382HRL7ATRpFZCw6tE=
github.com/alecthomas/units v0.0.0-20211218093645-b94a6e3cc137 h1:s6gZFSlWYmbqAuRjVTiNNhvNRfY2Wxp9nhfyel4rklc=
github.com/alecthomas/units v0.0.0-20211218093645-b94a6e3cc137/go.mod h1:OMCwj8VM1Kc9e19TLln2VL61YJF0x1XFtfdL4JdbSyE=
github.com/antlr/antlr4/runtime/Go/antlr/v4 v4.0.0-20230305170008-8188dc5388df h1:7RFfzj4SSt6nnvCPbCqijJi1nWCd+TqAT3bYCStRC18=
github.com/antlr/antlr4/runtime/Go/antlr/v4 v4.0.0-20230305170008-8188dc5388df/go.mod h1:pSwJ0fSY5KhvocuWSx4fz3BA8OrA1bQn+K1Eli3BRwM=
github.com/beorn7/perks v1.0.1 h1:VlbKKnNfV8bJzeqoa4cOKqO6bYr3WgKZxO8Z16+hsOM=
github.com/beorn7/perks v1.0.1/go.mod h1:G2ZrVWU2WbWT9wwq4/hrbKbnv/1ERSJQ0ibhJ6rlkpw=
github.com/cespare/xxhash/v2 v2.2.0 h1:DC2CZ1Ep5Y4k3ZQ899DldepgrayRUGE6BBZ/cd9Cj44=
Expand All @@ -28,6 +30,8 @@ github.com/golang/protobuf v1.3.1/go.mod h1:6lQm79b+lXiMfvg/cZm0SGofjICqVBUtrP5y
github.com/golang/protobuf v1.5.0/go.mod h1:FsONVRAS9T7sI+LIUmWTfcYkHO4aIWwzhcaSAoJOfIk=
github.com/golang/protobuf v1.5.3 h1:KhyjKVUg7Usr/dYsdSqoFveMYd5ko72D+zANwlG1mmg=
github.com/golang/protobuf v1.5.3/go.mod h1:XVQd3VNwM+JqD3oG2Ue2ip4fOMUkwXdXDdiuN0vRsmY=
github.com/google/cel-go v0.18.1 h1:V/lAXKq4C3BYLDy/ARzMtpkEEYfHQpZzVyzy69nEUjs=
github.com/google/cel-go v0.18.1/go.mod h1:PVAybmSnWkNMUZR/tEWFUiJ1Np4Hz0MHsZJcgC4zln4=
github.com/google/go-cmp v0.5.5/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
github.com/google/go-cmp v0.5.9 h1:O2Tfq5qg4qc4AmwVlvv0oLiVAGB7enBSJ2x2DqQFi38=
github.com/google/uuid v1.1.1/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
Expand Down Expand Up @@ -67,6 +71,8 @@ github.com/shopspring/decimal v1.2.0 h1:abSATXmQEYyShuxI4/vyW3tV1MrKAJzCZ/0zLUXY
github.com/shopspring/decimal v1.2.0/go.mod h1:DKyhrW/HYNuLGql+MJL6WCR6knT2jwCFRcu2hWCYk4o=
github.com/spf13/cast v1.3.1 h1:nFm6S0SMdyzrzcmThSipiEubIDy8WEXKNZ0UOgiRpng=
github.com/spf13/cast v1.3.1/go.mod h1:Qx5cxh0v+4UWYiBimWS+eyWzqEqokIECu5etghLkUJE=
github.com/stoewer/go-strcase v1.2.0 h1:Z2iHWqGXH00XYgqDmNgQbIBxf3wrNq0F3feEy0ainaU=
github.com/stoewer/go-strcase v1.2.0/go.mod h1:IBiWB2sKIp3wVVQ3Y035++gc+knqhUQag1KpM8ahLw8=
github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
github.com/stretchr/testify v1.2.2/go.mod h1:a8OnRcib4nhh0OaRAV+Yts87kKdq0PP7pXfy6kDkUVs=
github.com/stretchr/testify v1.4.0/go.mod h1:j7eGeouHqKxXV5pUuKE4zz7dFj8WfuZ+81PSLYec5m4=
Expand All @@ -78,16 +84,18 @@ github.com/yuin/goldmark v1.4.13/go.mod h1:6yULJ656Px+3vBD8DxQVa3kxgyrAnzto9xy5t
golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
golang.org/x/crypto v0.3.0/go.mod h1:hebNnKkNXi2UzZN1eVRvBB7co0a+JxK6XbPiWVs/3J4=
golang.org/x/crypto v0.11.0 h1:6Ewdq3tDic1mg5xRO4milcWCfMVQhI4NkqWWvqejpuA=
golang.org/x/crypto v0.11.0/go.mod h1:xgJhtzW8F9jGdVFWZESrid1U1bjeNy4zgy5cRr/CIio=
golang.org/x/crypto v0.14.0 h1:wBqGXzWJW6m1XrIKlAH0Hs1JJ7+9KBwnIO8v66Q9cHc=
golang.org/x/crypto v0.14.0/go.mod h1:MVFd36DqK4CsrnJYDkBA3VC4m2GkXAM0PvzMCn4JQf4=
golang.org/x/exp v0.0.0-20220722155223-a9213eeb770e h1:+WEEuIdZHnUeJJmEUjyYC2gfUMj69yZXw17EnHg/otA=
golang.org/x/exp v0.0.0-20220722155223-a9213eeb770e/go.mod h1:Kr81I6Kryrl9sr8s2FK3vxD90NdsKWRuOIl2O4CvYbA=
golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91VN4djpZkiMVwK6gcyfeH4XE8wZrZaV4=
golang.org/x/net v0.0.0-20190603091049-60506f45cf65/go.mod h1:HSz+uSET+XFnRR8LxR5pz3Of3rY3CfYBVs4xY44aLks=
golang.org/x/net v0.0.0-20190620200207-3b0461eec859/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
golang.org/x/net v0.0.0-20210226172049-e18ecbb05110/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg=
golang.org/x/net v0.0.0-20220722155237-a158d28d115b/go.mod h1:XRhObCWvk6IyKnWLug+ECip1KBveYUHfp+8e9klMJ9c=
golang.org/x/net v0.2.0/go.mod h1:KqCZLdyyvdV855qA2rE3GC2aiw5xGR5TEjj8smXukLY=
golang.org/x/net v0.13.0 h1:Nvo8UFsZ8X3BhAC9699Z1j7XQ3rsZnUUm7jfBEk1ueY=
golang.org/x/net v0.13.0/go.mod h1:zEVYFnQC7m/vmpQFELhcD1EWkZlX69l4oqgmer6hfKA=
golang.org/x/net v0.17.0 h1:pVaXccu2ozPjCXewfr1S7xza/zcXTity9cCdXQYSjIM=
golang.org/x/net v0.17.0/go.mod h1:NxSsAGuq816PNPmqtQdLE42eU2Fs7NoRIZrHJAlaCOE=
golang.org/x/oauth2 v0.8.0 h1:6dkIjl3j3LtZ/O3sTgZTMsLKSftL/B8Zgq4huOIIUu8=
golang.org/x/oauth2 v0.8.0/go.mod h1:yr7u4HXZRm1R1kBWqr/xKNqewf0plRYoB7sla+BCIXE=
golang.org/x/sync v0.0.0-20181221193216-37e7f081c4d4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
Expand All @@ -101,8 +109,8 @@ golang.org/x/sys v0.0.0-20210615035016-665e8c7367d1/go.mod h1:oPkhp1MJrh7nUepCBc
golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.2.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.10.0 h1:SqMFp9UcQJZa+pmYuAKjd9xq1f0j5rLcDIk0mj4qAsA=
golang.org/x/sys v0.10.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.13.0 h1:Af8nKPmuFypiUBjVoU9V20FiaFXOcuZI21p0ycVYYGE=
golang.org/x/sys v0.13.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
golang.org/x/term v0.2.0/go.mod h1:TVmDHMZPmdnySmBfhjOoOdhjzdE1h4u1VwSiw2l1Nuc=
Expand All @@ -111,19 +119,23 @@ golang.org/x/text v0.3.2/go.mod h1:bEr9sfX3Q8Zfm5fL9x+3itogRgK3+ptLWKqgva+5dAk=
golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
golang.org/x/text v0.3.7/go.mod h1:u+2+/6zg+i71rQMx5EYifcz6MCKuco9NR6JIITiCfzQ=
golang.org/x/text v0.4.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8=
golang.org/x/text v0.11.0 h1:LAntKIrcmeSKERyiOh0XMV39LXS8IE9UL2yP7+f5ij4=
golang.org/x/text v0.11.0/go.mod h1:TvPlkZtksWOMsz7fbANvkp4WM8x/WCo/om8BMLbz+aE=
golang.org/x/text v0.13.0 h1:ablQoSUd0tRdKxZewP80B+BaqeKJuVhuRxj/dkrun3k=
golang.org/x/text v0.13.0/go.mod h1:TvPlkZtksWOMsz7fbANvkp4WM8x/WCo/om8BMLbz+aE=
golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
golang.org/x/tools v0.0.0-20191119224855-298f0cb1881e/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc=
golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
google.golang.org/appengine v1.6.7 h1:FZR1q0exgwxzPzp/aF+VccGrSfxfPpkBqjIIEq3ru6c=
google.golang.org/appengine v1.6.7/go.mod h1:8WjMMxjGQR8xUklV/ARdw2HLXBOI7O7uCIDZVag1xfc=
google.golang.org/genproto/googleapis/api v0.0.0-20230803162519-f966b187b2e5 h1:nIgk/EEq3/YlnmVVXVnm14rC2oxgs1o0ong4sD/rd44=
google.golang.org/genproto/googleapis/api v0.0.0-20230803162519-f966b187b2e5/go.mod h1:5DZzOUPCLYL3mNkQ0ms0F3EuUNZ7py1Bqeq6sxzI7/Q=
google.golang.org/genproto/googleapis/rpc v0.0.0-20230803162519-f966b187b2e5 h1:eSaPbMR4T7WfH9FvABk36NBMacoTUKdWCvV0dx+KfOg=
google.golang.org/genproto/googleapis/rpc v0.0.0-20230803162519-f966b187b2e5/go.mod h1:zBEcrKX2ZOcEkHWxBPAIvYUWOKKMIhYcmNiUIu2ji3I=
google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw=
google.golang.org/protobuf v1.26.0/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc=
google.golang.org/protobuf v1.30.0 h1:kPPoIgf3TsEvrm0PFe15JQ+570QVxYzEvvHqChK+cng=
google.golang.org/protobuf v1.30.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
google.golang.org/protobuf v1.31.0 h1:g0LDEJHgrBl9N9r17Ru3sqWhkIx2NB67okBHPwC7hs8=
google.golang.org/protobuf v1.31.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk=
gopkg.in/yaml.v2 v2.2.2/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
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