OpenTelemetry output plugin #9228

jacobmarble · 2021-05-02T01:07:36Z

Updated associated README.md.
Wrote appropriate unit tests.

Telegraf input plugin for OpenTelemetry OpenTelemetry Input Plugin #9077
OpenTelemetry issue Telegraf exporter and receiver open-telemetry/opentelemetry-collector-contrib#2951

This change adds an output plugin opentelemetry, which sends OTLP signals via gRPC.

OpenTelemetry is an open-source telemetry ecosystem, supporting traces, metrics and logs. The mapping of the OpenTelemetry data model to line protocol is a work-in-progress, and I welcome any feedback to that document.

The core conversion logic lives in influxdata/influxdb-observability/influx2otel, intended to stand as a canonical implementation of line protocol->OTel.

Note that, unlike the OpenTelemetry input plugin, this output plugin only supports metrics, and not traces or logs. That may be added later.

ssoroka

I'd like to distance this a bit from prometheus if possible (otel has no direct relationship). Could also use tests.

plugins/outputs/opentelemetry/README.md

plugins/outputs/opentelemetry/opentelemetry.go

jacobmarble · 2021-05-11T18:47:55Z

@ssoroka friendly reminder

This change adds a receiver for [InfluxData line protocol](https://docs.influxdata.com/influxdb/v2.0/reference/syntax/line-protocol/), the native wire transfer protocol for [Telegraf](https://www.influxdata.com/time-series-platform/telegraf/) and [InfluxDB](https://www.influxdata.com/products/influxdb/). The conversion logic lives in [package `influx2otel`](https://github.com/influxdata/influxdb-observability/tree/main/influx2otel), and is also imported by the [proposed Telegraf OpenTelemetry output plugin](influxdata/telegraf#9228). The objective of this strategy is to create a canonical mapping, and an open-source implementation, of OpenTelemetry <-> Telegraf/InfluxDB translation. **Link to tracking Issue:** #2951 **Testing:** The translation logic is tested in [package `influx2otel`](https://github.com/influxdata/influxdb-observability/tree/main/influx2otel). **Documentation:** README.md included in new receiver.

sspaink · 2021-05-11T21:57:50Z

@jacobmarble this output plugins looks good, but the library it is using is marked experimental. Do you think this plugin is ready for end users and be planned to ship with the next Telegraf feature release?

codeboten · 2021-05-12T21:15:29Z

I ran a manual test using telegraf with this plugin to export data to an opentelemetry collector locally and didn't see any data being generated.

here's the output from the telegraf logs:

2021-05-12T21:12:35Z W! [outputs.opentelemetry] failed to add point: gauge field not found
2021-05-12T21:12:35Z W! [outputs.opentelemetry] failed to add point: gauge field not found
2021-05-12T21:12:35Z W! [outputs.opentelemetry] failed to add point: gauge field not found
2021-05-12T21:12:35Z W! [outputs.opentelemetry] failed to add point: gauge field not found
2021-05-12T21:12:35Z W! [outputs.opentelemetry] failed to add point: gauge field not found
2021-05-12T21:12:35Z W! [outputs.opentelemetry] failed to add point: gauge field not found
2021-05-12T21:12:35Z W! [outputs.opentelemetry] failed to add point: gauge field not found

and the data as seen on the collector side:

otel-collector              | InstrumentationLibraryMetrics #0
otel-collector              | InstrumentationLibrary
otel-collector              | Metric #0
otel-collector              | Descriptor:
otel-collector              |      -> Name: swap
otel-collector              |      -> Description:
otel-collector              |      -> Unit:
otel-collector              |      -> DataType: DoubleGauge
otel-collector              | Metric #1
otel-collector              | Descriptor:
otel-collector              |      -> Name: disk
otel-collector              |      -> Description:
otel-collector              |      -> Unit:
otel-collector              |      -> DataType: DoubleGauge
otel-collector              | Metric #2
otel-collector              | Descriptor:
otel-collector              |      -> Name: cpu
otel-collector              |      -> Description:
otel-collector              |      -> Unit:
otel-collector              |      -> DataType: DoubleGauge
otel-collector              | Metric #3
otel-collector              | Descriptor:
otel-collector              |      -> Name: mem
otel-collector              |      -> Description:
otel-collector              |      -> Unit:
otel-collector              |      -> DataType: DoubleGauge
otel-collector              | Metric #4
otel-collector              | Descriptor:
otel-collector              |      -> Name: system
otel-collector              |      -> Description:
otel-collector              |      -> Unit:
otel-collector              |      -> DataType: DoubleGauge
otel-collector              | Metric #5
otel-collector              | Descriptor:
otel-collector              |      -> Name: diskio
otel-collector              |      -> Description:
otel-collector              |      -> Unit:
otel-collector              |      -> DataType: DoubleSum
otel-collector              |      -> IsMonotonic: true
otel-collector              |      -> AggregationTemporality: AGGREGATION_TEMPORALITY_CUMULATIVE
otel-collector              | Metric #6
otel-collector              | Descriptor:
otel-collector              |      -> Name: processes
otel-collector              |      -> Description:
otel-collector              |      -> Unit:
otel-collector              |      -> DataType: DoubleGauge

Haven't dug into the code to understand what is happening yet though. Please let me know if other details would be helpful.

plugins/outputs/opentelemetry/opentelemetry.go

jacobmarble · 2021-06-08T16:59:09Z

I ran a manual test using telegraf with this plugin to export data to an opentelemetry collector locally and didn't see any data being generated.

I'll work on tests to reproduce and prevent future regression.

jacobmarble · 2021-06-10T15:08:29Z

@jacobmarble this output plugins looks good, but the library it is using is marked experimental. Do you think this plugin is ready for end users and be planned to ship with the next Telegraf feature release?

Fair point. I have added integration tests to the library, removed "experimental" markers, and released v0.1.0. That exposed one bug and a fix (testing FTW!).

jacobmarble · 2021-06-14T21:46:18Z

@codeboten I wrote two sets of tests:

All of the above tests work as intended. Your error "gauge field not found" is a schema issue. I suspect you are consuming metrics with a line protocol schema that is incompatible with your chosen metrics_schema = "prometheus-v1" or metrics_schema = "prometheus-v2".

If you are using a schema different to these two, then we need to agree on a strategy for converting other schemata. Not a hard thing, but could we punt it to follow-on issues and PRs against this plugin?

jacobmarble · 2021-06-14T21:46:46Z

@ssoroka @codeboten PTAL

ssoroka · 2021-06-17T14:02:11Z

All of the above tests work as intended. Your error "gauge field not found" is a schema issue. I suspect you are consuming metrics with a line protocol schema that is incompatible with your chosen metrics_schema = "prometheus-v1" or metrics_schema = "prometheus-v2".

should this be possible? shouldn't all line protocol be convertible to valid OTEL ?

ssoroka

changes look fine. are there supposed to be test files now?

jacobmarble · 2021-06-17T14:31:14Z

All of the above tests work as intended. Your error "gauge field not found" is a schema issue. I suspect you are consuming metrics with a line protocol schema that is incompatible with your chosen metrics_schema = "prometheus-v1" or metrics_schema = "prometheus-v2".

should this be possible? shouldn't all line protocol be convertible to valid OTEL ?

I agree, any valid line protocol should find its way into some kind of Otel struct. In the example shared by @codeboten , influx2otel has failed to detect the metric type (gauge, sum/counter, histogram) and so has fallen back on gauge. Then it assumes that a field gauge exists. Obviously this is incorrect.

I would like to punt this to influxdata/influxdb-observability#2

jacobmarble · 2021-06-17T14:46:34Z

changes look fine. are there supposed to be test files now?

I have added various tests to the library responsible for conversion.
https://github.com/influxdata/influxdb-observability/tree/main/tests-integration
https://github.com/influxdata/influxdb-observability/tree/main/tests-synthetic

This plugin adapts the conversion library for Telegraf, so there isn't a lot to test. Share your thoughts?

codeboten · 2021-06-21T23:05:22Z

All of the above tests work as intended. Your error "gauge field not found" is a schema issue. I suspect you are consuming metrics with a line protocol schema that is incompatible with your chosen metrics_schema = "prometheus-v1" or metrics_schema = "prometheus-v2".

If you are using a schema different to these two, then we need to agree on a strategy for converting other schemata. Not a hard thing, but could we punt it to follow-on issues and PRs against this plugin?

I tested locally again with both schema options and both are giving me errors. With prometheus-v1 i see the following:

2021-06-21T22:57:31Z W! [outputs.opentelemetry] failed to add point: gauge field not found
2021-06-21T22:57:31Z W! [outputs.opentelemetry] failed to add point: value type conflict for metric 'swap'; expected 'gauge' or 'untyped', got 'sum
2021-06-21T22:57:31Z W! [outputs.opentelemetry] failed to add point: gauge field not found
2021-06-21T22:57:31Z W! [outputs.opentelemetry] failed to add point: gauge field not found
2021-06-21T22:57:31Z W! [outputs.opentelemetry] failed to add point: gauge field not found
2021-06-21T22:57:31Z W! [outputs.opentelemetry] failed to add point: gauge field not found
2021-06-21T22:57:31Z W! [outputs.opentelemetry] failed to add point: gauge field not found
2021-06-21T22:57:31Z W! [outputs.opentelemetry] failed to add point: gauge field not found
2021-06-21T22:57:31Z W! [outputs.opentelemetry] failed to add point: gauge field not found

With prometheus-v2 i see the following:

2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'swap'
2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'swap'
2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'disk'
2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'disk'
2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'disk'
2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'disk'
2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'disk'
2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'disk'
2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'disk'
2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'disk'
2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'mem'
2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'cpu'
2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'cpu'
2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'cpu'
2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'cpu'
2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'cpu'
2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'cpu'
2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'cpu'
2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'cpu'
2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'cpu'
2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'system'
2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'system'
2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'system'
2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'diskio'
2021-06-21T23:00:31Z W! [outputs.opentelemetry] failed to add point: unexpected measurement name 'processes'

This is testing with a default configuration generated by running ./telegraf config > config.toml and enabling the OpenTelemetry output plugin. The values for the data doesn't appear in the opentelemetry collector logs:

otel-collector              | 2021-06-21T22:57:31.504Z	DEBUG	loggingexporter/logging_exporter.go:402	ResourceMetrics #0
otel-collector              | InstrumentationLibraryMetrics #0
otel-collector              | InstrumentationLibrary
otel-collector              | Metric #0
otel-collector              | Descriptor:
otel-collector              |      -> Name: swap
otel-collector              |      -> Description:
otel-collector              |      -> Unit:
otel-collector              |      -> DataType: DoubleGauge
otel-collector              | Metric #1
otel-collector              | Descriptor:
otel-collector              |      -> Name: mem
otel-collector              |      -> Description:
otel-collector              |      -> Unit:
otel-collector              |      -> DataType: DoubleGauge
otel-collector              | Metric #2
otel-collector              | Descriptor:
otel-collector              |      -> Name: disk
otel-collector              |      -> Description:
otel-collector              |      -> Unit:
otel-collector              |      -> DataType: DoubleGauge
otel-collector              | Metric #3
otel-collector              | Descriptor:
otel-collector              |      -> Name: cpu
otel-collector              |      -> Description:
otel-collector              |      -> Unit:
otel-collector              |      -> DataType: DoubleGauge
otel-collector              | Metric #4
otel-collector              | Descriptor:
otel-collector              |      -> Name: system
otel-collector              |      -> Description:
otel-collector              |      -> Unit:
otel-collector              |      -> DataType: DoubleGauge
otel-collector              | Metric #5
otel-collector              | Descriptor:
otel-collector              |      -> Name: diskio
otel-collector              |      -> Description:
otel-collector              |      -> Unit:
otel-collector              |      -> DataType: DoubleSum
otel-collector              |      -> IsMonotonic: true
otel-collector              |      -> AggregationTemporality: AGGREGATION_TEMPORALITY_CUMULATIVE

codeboten · 2021-06-21T23:06:29Z

I should add that I recompiled telegraf using the following commit: b5b71662b4df09e3965dbd6129b4a2fb6ce0f324

jacobmarble · 2021-07-13T18:19:15Z

This PR is taking a long time. I'm sorry about that.

I have reproduced the bug that @codeboten has shared. It's clear that requiring a Telegraf/Prometheus schema in this plugin is unreasonable. To properly fix this issue, I'll do a refactor to influxdb-observability such that the schema will be inferred from the data, rather than a config.

jacobmarble · 2021-07-15T19:36:26Z

@codeboten PTAL

Turns out that many input plugins type their output (gauge, counter, etc) without any particular schema, so that needed to be accounted for. The swap input plugin gave concise examples to work with.

ssoroka · 2021-07-21T18:20:13Z

I agree, any valid line protocol should find its way into some kind of Otel struct. In the example shared by @codeboten , influx2otel has failed to detect the metric type (gauge, sum/counter, histogram) and so has fallen back on gauge. Then it assumes that a field gauge exists. Obviously this is incorrect.

I would like to punt this to influxdata/influxdb-observability#2

We're pretty bound by backwards-compatibility; which can make it hard to change later without breaking things. Is there a better option than gauge by default? Is this a case of missing configuration?

Edit: I see you're making a change for it to infer the schema from the metric. Seems like a good call.

jacobmarble · 2021-07-22T02:29:45Z

@ssoroka there is no "untyped" metric in OpenTelemetry, unfortunately.

jacobmarble · 2021-07-22T02:40:57Z

The failing tests appear to be flakey. Let me know if I'm wrong about that.

telegraf-tiger · 2021-08-04T18:53:27Z

Looks like new artifacts were built from this PR. Get them here!

Artifact URLs

codeboten

I've confirmed that metrics are now being generated, thanks for addressing that. Only question i have remaining is regarding the headers configuration option.

codeboten · 2021-08-04T19:53:56Z

plugins/outputs/opentelemetry/opentelemetry.go

+	tls.ClientConfig
+	Timeout     config.Duration   `toml:"timeout"`
+	Compression string            `toml:"compression"`
+	Headers     map[string]string `toml:"headers"`


I'm not seeing where this is currently used, these headers should be setting grpc metadata in the client connections. See https://github.com/influxdata/telegraf/pull/9109/files#diff-2702903f71c7896e7e1d358e50075b5dc48150603438ee5eaea24948b8230d18R111

ssoroka · 2021-08-04T20:12:38Z

Merged! thanks @jacobmarble. @codeboten let's fix that in a separate PR

codeboten · 2021-08-04T21:27:44Z

@ssoroka 👍, followed up with the fix in this PR: #9587

* origin/master: (183 commits) fix: CrateDB replace dots in tag keys with underscores (influxdata#9566) feat: Pull metrics from multiple AWS CloudWatch namespaces (influxdata#9386) fix: improve Clickhouse corner cases for empty recordset in aggregation queries, fix dictionaries behavior (influxdata#9401) fix(opcua): clean client on disconnect so that connect works cleanly (influxdata#9583) fix: Refactor ec2 init for config-api (influxdata#9576) fix: sort logs by timestamp before writing to Loki (influxdata#9571) fix: muting tests for udp_listener (influxdata#9578) fix: Do not return on disconnect to avoid breaking reconnect (influxdata#9524) fix: Fixing k8s nodes and pods parsing error (influxdata#9581) feat: OpenTelemetry output plugin (influxdata#9228) feat: Support AWS Web Identity Provider (influxdata#9411) fix: upgraded sensu/go to v2.9.0 (influxdata#9577) fix: Normalize unix socket path (influxdata#9554) docs: fix aws ec2 readme inconsistency (influxdata#9567) feat: Modbus Rtu over tcp enhancement (influxdata#9570) docs: information on new conventional commit format (influxdata#9573) docs: Add logo (influxdata#9574) docs: Adding links to net_irtt and dht_sensor external plugins (influxdata#9569) Upgrade hashicorp/consul/api to 1.9.1 (influxdata#9565) Update vmware/govmomi to v0.26.0 (influxdata#9552) Do not skip good quality nodes after a bad quality node is encountered (influxdata#9550) fix test so it hits a fake service (influxdata#9564) Update changelog Fix procstat plugin README to match sample config (influxdata#9553) Fix metrics reported as written but not actually written (influxdata#9526) Prevent segfault in persistent volume claims (influxdata#9549) Update procstat to support cgroup globs & include systemd unit children (Copy of influxdata#7890) (influxdata#9488) Fix attempt to connect to an empty list of servers. (influxdata#9503) Fix handling bool in sql input plugin (influxdata#9540) Suricata alerts (influxdata#9322) Linter fixes for plugins/inputs/[fg]* (influxdata#9387) For Prometheus Input add ability to query Consul Service catalog (influxdata#5464) Support Landing page on Prometheus landing page (influxdata#8641) [Docs] Clarify tagging behavior (influxdata#9461) Change the timeout from all queries to per query (influxdata#9471) Attach the pod labels to the `kubernetes_pod_volume` & `kubernetes_pod_network` metrics. (influxdata#9438) feat(http_listener_v2): allows multiple paths and add path_tag (influxdata#9529) Bug Fix Snmp empty metric name (influxdata#9519) Worktable workfile stats (influxdata#8587) Update Go to v1.16.6 (influxdata#9542) ...

shruthikudlur · 2022-08-16T05:03:24Z

Is there any plugin that converts Influx Line Protocol Metrix to OTEL Traces.

sjwang90 · 2022-08-16T15:21:22Z

@shruthikudlur There is the OpenTelemetry output plugin

telegraf-tiger bot added feat Improvement on an existing feature such as adding a new setting/mode to an existing plugin new plugin plugin/output 1. Request for new output plugins 2. Issues/PRs that are related to out plugins labels May 2, 2021

codeboten mentioned this pull request May 3, 2021

OpenTelemetry Output Plugin #9109

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Telegraf/InfluxDB receiver open-telemetry/opentelemetry-collector-contrib#3323

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influx2otel: Improve handling of unknown metric type influxdata/influxdb-observability#2

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Jacob Marble added 14 commits August 4, 2021 11:28

feat: add OpenTelemetry output plugin

e5d75bd

chore: add license of dependency

e41f79c

chore: integrate review feedback

8385a45

feat: add TLS support

342c426

feat: add TLS to opentelemetry input and output plugins

ef8f98d

chore: small cleanup

611e79a

chore: bump influxdb-observability version

5f5a119

chore: update dependency influxb-observability

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chore: add test

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chore: update license of dependencies

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chore: bump influxdb-observability to v0.2.3

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chore: fix CI with updated dependency

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chore: fix lint

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ssoroka merged commit bfcd0f6 into influxdata:master Aug 4, 2021

codeboten mentioned this pull request Aug 4, 2021

fix: outputs.opentelemetry use headers config in grpc requests #9587

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codeboten mentioned this pull request Aug 4, 2021

fix: outputs.opentelemetry use attributes setting #9588

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sjwang90 mentioned this pull request Aug 13, 2021

Add OpenTelemetry Output plugin #9108

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