Update how histogram&summary metrics are reported

As New Relic is improving its support for Prometheus native format, we
could change the way how we report Summary and Histogram metric types
and do it in less disruptive way, meaning that we send them as they come
from Prometheus, without adding custom suffixes or calculating
percentiles from the integration side.

These are the details of the current implementation:

- xxx_bucket is ingested as a Counter (converted to a delta rather than
accumulative). Metrics containing dimension "le" == '+Inf' are also
sent, we don't omit them.
- xxx_count is passed through as a Counter (converted to a delta rather than accumulative).
- xxx_total passed through as a Counter (converted to a delta rather than accumulative).
- xxx_sum is passed through as a NR Summary converted to a delta rather
than accumulative, Min and Max here should be NaN. Its value can be negative.
The count field of the summary should be 1.
- For Prometheus summary metrics, we report the quantile as a dimension
and we don't add a "percentile" dimension.

go.mod

@@ -3,15 +3,11 @@ module github.com/newrelic/nri-prometheus
 go 1.13
 
 require (
-	github.com/Bowery/prompt v0.0.0-20190916142128-fa8279994f75 // indirect
-	github.com/dchest/safefile v0.0.0-20151022103144-855e8d98f185 // indirect
 	github.com/fsnotify/fsnotify v1.4.8-0.20190312181446-1485a34d5d57 // indirect
-	github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510 // indirect
 	github.com/googleapis/gnostic v0.2.3-0.20181019180348-e2aafd60c944 // indirect
 	github.com/hashicorp/hcl v1.0.1-0.20190611123218-cf7d376da96d // indirect
 	github.com/imdario/mergo v0.3.8 // indirect
-	github.com/kardianos/govendor v1.0.9 // indirect
-	github.com/newrelic/newrelic-telemetry-sdk-go v0.2.1-0.20200116224429-790ff853d12b
+	github.com/newrelic/newrelic-telemetry-sdk-go v0.3.0
 	github.com/onsi/ginkgo v1.10.1 // indirect
 	github.com/onsi/gomega v1.7.0 // indirect
 	github.com/pelletier/go-toml v1.2.1-0.20181124002727-27c6b39a135b // indirect

go.sum

@@ -1,8 +1,6 @@
 cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
 cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
 github.com/Azure/go-autorest v11.1.2+incompatible/go.mod h1:r+4oMnoxhatjLLJ6zxSWATqVooLgysK6ZNox3g/xq24=
-github.com/Bowery/prompt v0.0.0-20190916142128-fa8279994f75 h1:xGHheKK44eC6K0u5X+DZW/fRaR1LnDdqPHMZMWx5fv8=
-github.com/Bowery/prompt v0.0.0-20190916142128-fa8279994f75/go.mod h1:4/6eNcqZ09BZ9wLK3tZOjBA1nDj+B0728nlX5YRlSmQ=
 github.com/BurntSushi/toml v0.3.1 h1:WXkYYl6Yr3qBf1K79EBnL4mak0OimBfB0XUf9Vl28OQ=
 github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
 github.com/NYTimes/gziphandler v0.0.0-20170623195520-56545f4a5d46/go.mod h1:3wb06e3pkSAbeQ52E9H9iFoQsEEwGN64994WTCIhntQ=
@@ -26,8 +24,6 @@ github.com/davecgh/go-spew v0.0.0-20151105211317-5215b55f46b2/go.mod h1:J7Y8YcW2
 github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
 github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
-github.com/dchest/safefile v0.0.0-20151022103144-855e8d98f185 h1:3T8ZyTDp5QxTx3NU48JVb2u+75xc040fofcBaN+6jPA=
-github.com/dchest/safefile v0.0.0-20151022103144-855e8d98f185/go.mod h1:cFRxtTwTOJkz2x3rQUNCYKWC93yP1VKjR8NUhqFxZNU=
 github.com/dgrijalva/jwt-go v0.0.0-20160705203006-01aeca54ebda/go.mod h1:E3ru+11k8xSBh+hMPgOLZmtrrCbhqsmaPHjLKYnJCaQ=
 github.com/dgrijalva/jwt-go v3.2.0+incompatible/go.mod h1:E3ru+11k8xSBh+hMPgOLZmtrrCbhqsmaPHjLKYnJCaQ=
 github.com/dgryski/go-sip13 v0.0.0-20181026042036-e10d5fee7954/go.mod h1:vAd38F8PWV+bWy6jNmig1y/TA+kYO4g3RSRF0IAv0no=
@@ -73,8 +69,6 @@ github.com/google/gofuzz v0.0.0-20161122191042-44d81051d367/go.mod h1:HP5RmnzzSN
 github.com/google/gofuzz v0.0.0-20170612174753-24818f796faf/go.mod h1:HP5RmnzzSNb993RKQDq4+1A4ia9nllfqcQFTQJedwGI=
 github.com/google/gofuzz v1.0.0 h1:A8PeW59pxE9IoFRqBp37U+mSNaQoZ46F1f0f863XSXw=
 github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
-github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510 h1:El6M4kTTCOh6aBiKaUGG7oYTSPP8MxqL4YI3kZKwcP4=
-github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510/go.mod h1:pupxD2MaaD3pAXIBCelhxNneeOaAeabZDe5s4K6zSpQ=
 github.com/google/uuid v1.0.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
 github.com/google/uuid v1.1.1/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
 github.com/googleapis/gnostic v0.0.0-20170729233727-0c5108395e2d/go.mod h1:sJBsCZ4ayReDTBIg8b9dl28c5xFWyhBTVRp3pOg5EKY=
@@ -102,8 +96,6 @@ github.com/json-iterator/go v0.0.0-20180701071628-ab8a2e0c74be/go.mod h1:+SdeFBv
 github.com/json-iterator/go v1.1.7 h1:KfgG9LzI+pYjr4xvmz/5H4FXjokeP+rlHLhv3iH62Fo=
 github.com/json-iterator/go v1.1.7/go.mod h1:KdQUCv79m/52Kvf8AW2vK1V8akMuk1QjK/uOdHXbAo4=
 github.com/julienschmidt/httprouter v1.2.0/go.mod h1:SYymIcj16QtmaHHD7aYtjjsJG7VTCxuUUipMqKk8s4w=
-github.com/kardianos/govendor v1.0.9 h1:WOH3FcVI9eOgnIZYg96iwUwrL4eOVx+aQ66oyX2R8Yc=
-github.com/kardianos/govendor v1.0.9/go.mod h1:yvmR6q9ZZ7nSF5Wvh40v0wfP+3TwwL8zYQp+itoZSVM=
 github.com/kisielk/errcheck v1.1.0/go.mod h1:EZBBE59ingxPouuu3KfxchcWSUPOHkagtvWXihfKN4Q=
 github.com/kisielk/errcheck v1.2.0/go.mod h1:/BMXB+zMLi60iA8Vv6Ksmxu/1UDYcXs4uQLJ+jE2L00=
 github.com/kisielk/gotool v1.0.0/go.mod h1:XhKaO+MFFWcvkIS/tQcRk01m1F5IRFswLeQ+oQHNcck=
@@ -132,8 +124,8 @@ github.com/modern-go/reflect2 v1.0.1/go.mod h1:bx2lNnkwVCuqBIxFjflWJWanXIb3Rllmb
 github.com/munnerz/goautoneg v0.0.0-20120707110453-a547fc61f48d/go.mod h1:+n7T8mK8HuQTcFwEeznm/DIxMOiR9yIdICNftLE1DvQ=
 github.com/mwitkow/go-conntrack v0.0.0-20161129095857-cc309e4a2223/go.mod h1:qRWi+5nqEBWmkhHvq77mSJWrCKwh8bxhgT7d/eI7P4U=
 github.com/mxk/go-flowrate v0.0.0-20140419014527-cca7078d478f/go.mod h1:ZdcZmHo+o7JKHSa8/e818NopupXU1YMK5fe1lsApnBw=
-github.com/newrelic/newrelic-telemetry-sdk-go v0.2.1-0.20200116224429-790ff853d12b h1:SIJT+jppa/rNo2Dl6gTjvYYeVxxiCZ7q5cpu2yNkINw=
-github.com/newrelic/newrelic-telemetry-sdk-go v0.2.1-0.20200116224429-790ff853d12b/go.mod h1:G9MqE/cHGv3Hx3qpYhfuyFUsGx2DpVcGi1iJIqTg+JQ=
+github.com/newrelic/newrelic-telemetry-sdk-go v0.3.0 h1:KKeKemCT+woxK9GOI1XxiPui/g59ldJSoU9QtfEjXRs=
+github.com/newrelic/newrelic-telemetry-sdk-go v0.3.0/go.mod h1:G9MqE/cHGv3Hx3qpYhfuyFUsGx2DpVcGi1iJIqTg+JQ=
 github.com/oklog/ulid v1.3.1/go.mod h1:CirwcVhetQ6Lv90oh/F+FBtV6XMibvdAFo93nm5qn4U=
 github.com/onsi/ginkgo v0.0.0-20170829012221-11459a886d9c/go.mod h1:lLunBs/Ym6LB5Z9jYTR76FiuTmxDTDusOGeTQH+WWjE=
 github.com/onsi/ginkgo v1.6.0/go.mod h1:lLunBs/Ym6LB5Z9jYTR76FiuTmxDTDusOGeTQH+WWjE=

internal/cmd/scraper/scraper.go

@@ -40,7 +40,6 @@ type Config struct {
 	BearerTokenFile                   string                       `mapstructure:"bearer_token_file"`
 	InsecureSkipVerify                bool                         `mapstructure:"insecure_skip_verify" default:"false"`
 	ProcessingRules                   []integration.ProcessingRule `mapstructure:"transformations"`
-	Percentiles                       []float64                    `mapstructure:"percentiles"`
 	DecorateFile                      bool
 	EmitterProxy                      string `mapstructure:"emitter_proxy"`
 	// Parsed version of `EmitterProxy`
@@ -80,14 +79,6 @@ func validateConfig(cfg *Config) error {
 	if cfg.LicenseKey == "" {
 		return fmt.Errorf(requiredMsg, "license_key")
 	}
-	for _, p := range cfg.Percentiles {
-		if p < 0.0 {
-			return fmt.Errorf("percentiles must be greater than or equal to 0.0, got %f", p)
-		}
-		if p > 100.0 {
-			return fmt.Errorf("percentiles must be less than or equal to 100.0, got %f", p)
-		}
-	}
 
 	if cfg.EmitterProxy != "" {
 		proxyURL, err := url.Parse(cfg.EmitterProxy)
@@ -244,7 +235,6 @@ func Run(cfg *Config) error {
 			}
 
 			c := integration.TelemetryEmitterConfig{
-				Percentiles:                   cfg.Percentiles,
 				HarvesterOpts:                 harvesterOpts,
 				DeltaExpirationAge:            cfg.TelemetryEmitterDeltaExpirationAge,
 				DeltaExpirationCheckInternval: cfg.TelemetryEmitterDeltaExpirationCheckInterval,