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[pkg/stanza] Make Stanza adapter more synchronous by removing channels and workers #35453

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andrzej-stencel opened this issue Sep 27, 2024 · 8 comments · Fixed by #35669
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enhancement New feature or request pkg/stanza

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@andrzej-stencel
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andrzej-stencel commented Sep 27, 2024

Component(s)

pkg/stanza

Is your feature request related to a problem? Please describe.

This issue is created as a result of discussion in #31074. From #31074 (comment):

In my view, the current implementation of the Stanza adapter with multiple channels and asynchronous workers if overly complex without delivering a lot of value, instead creating the possibility of data loss.

and:

The conversion [from Stanza entries to OTLP log records] is currently pretty complex, involving multiple asynchronous workers and a bunch of channels.

Describe the solution you'd like

Remove the channels and workers by having LogEmitter convert Stanza entries to log records and call ConsumeLogs synchronously. Leave the 100-log buffering in place for this change, to minimize the impact. Compare benchmarks.

Describe alternatives you've considered

Leaving the 100-log buffering in place leaves the issue of losing logs still not completely resolved. Ideally we want to get rid of this buffering, but we need to step cautiously, as this may have serious performance impact. We should measure this impact and possibly explore possibilities for Stanza receivers like Filelog receiver / File consumer to emit entries in batches, not one by one. Implementing this would alleviate the possible performance impact that removing of batching in LogEmitter may introduce.

Additional context

See #31074

@andrzej-stencel andrzej-stencel added enhancement New feature or request needs triage New item requiring triage labels Sep 27, 2024
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Pinging code owners:

See Adding Labels via Comments if you do not have permissions to add labels yourself.

@andrzej-stencel
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Removing needs triage label as this was discussed with the code owner.

@andrzej-stencel andrzej-stencel changed the title [pkg/stanza] Make Stanza adapter synchronuous [pkg/stanza] Make Stanza adapter synchronous Oct 4, 2024
@bacherfl
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bacherfl commented Oct 7, 2024

Hi! I would like to take this on if this is not taken yet

@andrzej-stencel
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It's yours @bacherfl, thanks for picking it up!

@bacherfl
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bacherfl commented Oct 8, 2024

Thanks @andrzej-stencel! One quick question to clarify: Currently the LogEmitter and its logChannel are also used by two other components:

Should we remove the async channels from the LogEmitter altogether and also adapt those two other components that use it, or do you think we should provide both options (async and sync) in the LogEmitter and leave those two other components unchanged for now?
Both of these other components would be fairly simple to adapt to also work synchronously though.

@andrzej-stencel
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Good point @bacherfl. I wasn't aware that the container parser uses LogEmitter internally. Yes, ideally the logs channel should be removed from the LogEmitter altogether and both the container parser and the Logs Transform processor should use it the same way as the Stanza adapter, having the LogEmitter emit logs (almost) synchronously.

I put "almost" in the sentence above, because we want to keep using the 100-entry buffer in the LogEmitter, which makes it not completely synchronous after removing the channels and workers.

@andrzej-stencel andrzej-stencel changed the title [pkg/stanza] Make Stanza adapter synchronous [pkg/stanza] Make Stanza adapter more more synchronous by removing channels and workers Oct 9, 2024
@bacherfl
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bacherfl commented Oct 9, 2024

Good point @bacherfl. I wasn't aware that the container parser uses LogEmitter internally. Yes, ideally the logs channel should be removed from the LogEmitter altogether and both the container parser and the Logs Transform processor should use it the same way as the Stanza adapter, having the LogEmitter emit logs (almost) synchronously.

I put "almost" in the sentence above, because we want to keep using the 100-entry buffer in the LogEmitter, which makes it not completely synchronous after removing the channels and workers.

Thanks for the clarification @andrzej-stencel - then I will proceed with also adapting the log transform processor and the container parser. I also saw that you were doing some performance evaluations in #35454, so I will also use that method to compare the changes I make and update the PR once I have the results

@bacherfl
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alright, I think the PR is ready for a first round of reviews - I have added the performance test results to the PR description. CC @andrzej-stencel

@andrzej-stencel andrzej-stencel changed the title [pkg/stanza] Make Stanza adapter more more synchronous by removing channels and workers [pkg/stanza] Make Stanza adapter more synchronous by removing channels and workers Oct 17, 2024
djaglowski pushed a commit that referenced this issue Oct 24, 2024
<!--Ex. Fixing a bug - Describe the bug and how this fixes the issue.
Ex. Adding a feature - Explain what this achieves.-->
#### Description

This PR introduces a benchmark test for the receiver adapter which tests
the performance of handling the log entries sent to the `LogEmitter`,
which are then received and converted by the receiver adapter. The
changes have been made based on the comment linked here:
#35669 (comment)

<!-- Issue number (e.g. #1234) or full URL to issue, if applicable. -->
#### Link to tracking issue
Part of #35453

<!--Describe what testing was performed and which tests were added.-->
#### Testing

Added additional benchmark tests

---------

Signed-off-by: Florian Bacher <[email protected]>
djaglowski pushed a commit that referenced this issue Nov 7, 2024
…nous (#35669)

<!--Ex. Fixing a bug - Describe the bug and how this fixes the issue.
Ex. Adding a feature - Explain what this achieves.-->
#### Description

This PR changes the `LogEmitter` to accept a synchronous consumer
callback function for processing a batch of log entries as an
alternative to sending log entry batches to a channel.
The components that use the `LogEmitter` (adapter and parser) have been
adapted accordingly. Also, in the case of the adapter, the log entries
are converted directly, rather than sending them over a channel to the
converter and receiving the converted results over a different channel.

<!-- Issue number (e.g. #1234) or full URL to issue, if applicable. -->
#### Link to tracking issue
Fixes #35453 

<!--Describe what testing was performed and which tests were added.-->
#### Testing

I did some initial performance tests using the `TestLogLargeFiles` load
test to see how this change affects the performance. Below are the
results:

**Before the change (i.e. with async log entry batch processing)**

```
=== RUN   TestLogLargeFiles/filelog-largefiles-2Gb-lifetime
2024/10/08 09:02:53  | Sent:17,769,795 logs (179,507/sec) | Received:17,755,188 items (179,346/sec)

=== RUN   TestLogLargeFiles/filelog-largefiles-6GB-lifetime
2024/10/08 09:06:29  | Sent:42,857,755 logs (216,465/sec) | Received:42,851,987 items (216,424/sec)

Test                                         |Result|Duration|CPU Avg%|CPU Max%|RAM Avg MiB|RAM Max MiB|Sent Items|Received Items|
---------------------------------------------|------|-------:|-------:|-------:|----------:|----------:|---------:|-------------:|
LogLargeFiles/filelog-largefiles-2Gb-lifetime|PASS  |    100s|    73.1|    78.4|        106|        118|  18249451|      18249451|
LogLargeFiles/filelog-largefiles-6GB-lifetime|PASS  |    200s|    87.5|    98.1|        110|        116|  44358460|      44358460|
```

**After the change (i.e. with sync log entry batch processing)**

```
=== RUN   TestLogLargeFiles/filelog-largefiles-2Gb-lifetime
2024/10/08 10:09:51 Agent RAM (RES): 139 MiB, CPU:71.7% | Sent:17,802,561 logs (179,836/sec) | Received:17,788,273 items (179,680/sec)

=== RUN   TestLogLargeFiles/filelog-largefiles-6GB-lifetime
2024/10/08 10:05:15 Agent RAM (RES): 140 MiB, CPU:95.6% | Sent:42,912,030 logs (216,744/sec) | Received:42,904,306 items (216,689/sec)

Test                                         |Result|Duration|CPU Avg%|CPU Max%|RAM Avg MiB|RAM Max MiB|Sent Items|Received Items|
---------------------------------------------|------|-------:|-------:|-------:|----------:|----------:|---------:|-------------:|
LogLargeFiles/filelog-largefiles-2Gb-lifetime|PASS  |    100s|    74.8|    78.9|        127|        139|  17984687|      17984687|
LogLargeFiles/filelog-largefiles-6GB-lifetime|PASS  |    200s|    89.3|   100.9|        134|        140|  43376210|      43376210|
```

Those results seem to indicate comparable throughput, but with an
increased resource consumption, especially in terms of memory.

I also did a test comparing the performance between the synchronous and
asynchronous log emitter using the same methodology as in #35454.

The results were the following, and indicate an increase in the time it
takes for reading the generated log file (see #35454 for details on how
the file is generated and the test execution):

- Async Log Emitter: ~8s
- Sync Log Emitter: ~12s


<details>
  <summary>output-async.log</summary>
=== Step 3: Thu Oct 10 08:54:23 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="3744d4cb-5080-427c-8c16-a96cb40a57d4",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
2.209674e+06
=== Step 4: Thu Oct 10 08:54:25 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="3744d4cb-5080-427c-8c16-a96cb40a57d4",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
5.428103e+06
=== Step 5: Thu Oct 10 08:54:26 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="3744d4cb-5080-427c-8c16-a96cb40a57d4",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
7.337017e+06
=== Step 6: Thu Oct 10 08:54:27 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="3744d4cb-5080-427c-8c16-a96cb40a57d4",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
9.258843e+06
=== Step 7: Thu Oct 10 08:54:29 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="3744d4cb-5080-427c-8c16-a96cb40a57d4",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
1.3082428e+07
=== Step 8: Thu Oct 10 08:54:31 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="3744d4cb-5080-427c-8c16-a96cb40a57d4",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
1.6519068e+07
</details>

<details>
  <summary>output-sync.log</summary>
=== Step 2: Thu Oct 10 08:51:27 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="dcf5371b-19eb-47b3-a820-756c1832b448",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
1.580891e+06
=== Step 3: Thu Oct 10 08:51:28 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="dcf5371b-19eb-47b3-a820-756c1832b448",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
3.01034e+06
=== Step 4: Thu Oct 10 08:51:29 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="dcf5371b-19eb-47b3-a820-756c1832b448",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
4.434627e+06
=== Step 5: Thu Oct 10 08:51:31 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="dcf5371b-19eb-47b3-a820-756c1832b448",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
7.416612e+06
=== Step 6: Thu Oct 10 08:51:34 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="dcf5371b-19eb-47b3-a820-756c1832b448",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
1.0496072e+07
=== Step 7: Thu Oct 10 08:51:36 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="dcf5371b-19eb-47b3-a820-756c1832b448",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
1.3523882e+07
=== Step 8: Thu Oct 10 08:51:37 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="dcf5371b-19eb-47b3-a820-756c1832b448",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
1.4929707e+07
=== Step 9: Thu Oct 10 08:51:39 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="dcf5371b-19eb-47b3-a820-756c1832b448",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
1.6519105e+07
</details>

---------

Signed-off-by: Florian Bacher <[email protected]>
Co-authored-by: Andrzej Stencel <[email protected]>
djaglowski pushed a commit that referenced this issue Dec 5, 2024
<!--Ex. Fixing a bug - Describe the bug and how this fixes the issue.
Ex. Adding a feature - Explain what this achieves.-->
#### Description

This PR removes the `Converter` type that was previously used mainly by
the stanza receiver adapter (see
#35669 (comment)
for more details). Two other receivers were still using the converter to
generate test data within the unit tests, so those have been adapted as
well with this PR

<!-- Issue number (e.g. #1234) or full URL to issue, if applicable. -->
#### Link to tracking issue
Follow up to
#35453

<!--Describe what testing was performed and which tests were added.-->
#### Testing

Adapted unit tests that were still using the converter

---------

Signed-off-by: Florian Bacher <[email protected]>
ZenoCC-Peng pushed a commit to ZenoCC-Peng/opentelemetry-collector-contrib that referenced this issue Dec 6, 2024
<!--Ex. Fixing a bug - Describe the bug and how this fixes the issue.
Ex. Adding a feature - Explain what this achieves.-->
#### Description

This PR removes the `Converter` type that was previously used mainly by
the stanza receiver adapter (see
open-telemetry#35669 (comment)
for more details). Two other receivers were still using the converter to
generate test data within the unit tests, so those have been adapted as
well with this PR

<!-- Issue number (e.g. open-telemetry#1234) or full URL to issue, if applicable. -->
#### Link to tracking issue
Follow up to
open-telemetry#35453

<!--Describe what testing was performed and which tests were added.-->
#### Testing

Adapted unit tests that were still using the converter

---------

Signed-off-by: Florian Bacher <[email protected]>
sbylica-splunk pushed a commit to sbylica-splunk/opentelemetry-collector-contrib that referenced this issue Dec 17, 2024
<!--Ex. Fixing a bug - Describe the bug and how this fixes the issue.
Ex. Adding a feature - Explain what this achieves.-->
#### Description

This PR introduces a benchmark test for the receiver adapter which tests
the performance of handling the log entries sent to the `LogEmitter`,
which are then received and converted by the receiver adapter. The
changes have been made based on the comment linked here:
open-telemetry#35669 (comment)

<!-- Issue number (e.g. open-telemetry#1234) or full URL to issue, if applicable. -->
#### Link to tracking issue
Part of open-telemetry#35453

<!--Describe what testing was performed and which tests were added.-->
#### Testing

Added additional benchmark tests

---------

Signed-off-by: Florian Bacher <[email protected]>
sbylica-splunk pushed a commit to sbylica-splunk/opentelemetry-collector-contrib that referenced this issue Dec 17, 2024
…nous (open-telemetry#35669)

<!--Ex. Fixing a bug - Describe the bug and how this fixes the issue.
Ex. Adding a feature - Explain what this achieves.-->
#### Description

This PR changes the `LogEmitter` to accept a synchronous consumer
callback function for processing a batch of log entries as an
alternative to sending log entry batches to a channel.
The components that use the `LogEmitter` (adapter and parser) have been
adapted accordingly. Also, in the case of the adapter, the log entries
are converted directly, rather than sending them over a channel to the
converter and receiving the converted results over a different channel.

<!-- Issue number (e.g. open-telemetry#1234) or full URL to issue, if applicable. -->
#### Link to tracking issue
Fixes open-telemetry#35453 

<!--Describe what testing was performed and which tests were added.-->
#### Testing

I did some initial performance tests using the `TestLogLargeFiles` load
test to see how this change affects the performance. Below are the
results:

**Before the change (i.e. with async log entry batch processing)**

```
=== RUN   TestLogLargeFiles/filelog-largefiles-2Gb-lifetime
2024/10/08 09:02:53  | Sent:17,769,795 logs (179,507/sec) | Received:17,755,188 items (179,346/sec)

=== RUN   TestLogLargeFiles/filelog-largefiles-6GB-lifetime
2024/10/08 09:06:29  | Sent:42,857,755 logs (216,465/sec) | Received:42,851,987 items (216,424/sec)

Test                                         |Result|Duration|CPU Avg%|CPU Max%|RAM Avg MiB|RAM Max MiB|Sent Items|Received Items|
---------------------------------------------|------|-------:|-------:|-------:|----------:|----------:|---------:|-------------:|
LogLargeFiles/filelog-largefiles-2Gb-lifetime|PASS  |    100s|    73.1|    78.4|        106|        118|  18249451|      18249451|
LogLargeFiles/filelog-largefiles-6GB-lifetime|PASS  |    200s|    87.5|    98.1|        110|        116|  44358460|      44358460|
```

**After the change (i.e. with sync log entry batch processing)**

```
=== RUN   TestLogLargeFiles/filelog-largefiles-2Gb-lifetime
2024/10/08 10:09:51 Agent RAM (RES): 139 MiB, CPU:71.7% | Sent:17,802,561 logs (179,836/sec) | Received:17,788,273 items (179,680/sec)

=== RUN   TestLogLargeFiles/filelog-largefiles-6GB-lifetime
2024/10/08 10:05:15 Agent RAM (RES): 140 MiB, CPU:95.6% | Sent:42,912,030 logs (216,744/sec) | Received:42,904,306 items (216,689/sec)

Test                                         |Result|Duration|CPU Avg%|CPU Max%|RAM Avg MiB|RAM Max MiB|Sent Items|Received Items|
---------------------------------------------|------|-------:|-------:|-------:|----------:|----------:|---------:|-------------:|
LogLargeFiles/filelog-largefiles-2Gb-lifetime|PASS  |    100s|    74.8|    78.9|        127|        139|  17984687|      17984687|
LogLargeFiles/filelog-largefiles-6GB-lifetime|PASS  |    200s|    89.3|   100.9|        134|        140|  43376210|      43376210|
```

Those results seem to indicate comparable throughput, but with an
increased resource consumption, especially in terms of memory.

I also did a test comparing the performance between the synchronous and
asynchronous log emitter using the same methodology as in open-telemetry#35454.

The results were the following, and indicate an increase in the time it
takes for reading the generated log file (see open-telemetry#35454 for details on how
the file is generated and the test execution):

- Async Log Emitter: ~8s
- Sync Log Emitter: ~12s


<details>
  <summary>output-async.log</summary>
=== Step 3: Thu Oct 10 08:54:23 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="3744d4cb-5080-427c-8c16-a96cb40a57d4",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
2.209674e+06
=== Step 4: Thu Oct 10 08:54:25 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="3744d4cb-5080-427c-8c16-a96cb40a57d4",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
5.428103e+06
=== Step 5: Thu Oct 10 08:54:26 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="3744d4cb-5080-427c-8c16-a96cb40a57d4",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
7.337017e+06
=== Step 6: Thu Oct 10 08:54:27 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="3744d4cb-5080-427c-8c16-a96cb40a57d4",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
9.258843e+06
=== Step 7: Thu Oct 10 08:54:29 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="3744d4cb-5080-427c-8c16-a96cb40a57d4",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
1.3082428e+07
=== Step 8: Thu Oct 10 08:54:31 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="3744d4cb-5080-427c-8c16-a96cb40a57d4",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
1.6519068e+07
</details>

<details>
  <summary>output-sync.log</summary>
=== Step 2: Thu Oct 10 08:51:27 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="dcf5371b-19eb-47b3-a820-756c1832b448",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
1.580891e+06
=== Step 3: Thu Oct 10 08:51:28 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="dcf5371b-19eb-47b3-a820-756c1832b448",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
3.01034e+06
=== Step 4: Thu Oct 10 08:51:29 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="dcf5371b-19eb-47b3-a820-756c1832b448",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
4.434627e+06
=== Step 5: Thu Oct 10 08:51:31 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="dcf5371b-19eb-47b3-a820-756c1832b448",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
7.416612e+06
=== Step 6: Thu Oct 10 08:51:34 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="dcf5371b-19eb-47b3-a820-756c1832b448",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
1.0496072e+07
=== Step 7: Thu Oct 10 08:51:36 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="dcf5371b-19eb-47b3-a820-756c1832b448",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
1.3523882e+07
=== Step 8: Thu Oct 10 08:51:37 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="dcf5371b-19eb-47b3-a820-756c1832b448",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
1.4929707e+07
=== Step 9: Thu Oct 10 08:51:39 CEST 2024

otelcol_receiver_accepted_log_records{receiver="filelog",service_instance_id="dcf5371b-19eb-47b3-a820-756c1832b448",service_name="otelcontribcol",service_version="0.111.0-dev",transport=""}
1.6519105e+07
</details>

---------

Signed-off-by: Florian Bacher <[email protected]>
Co-authored-by: Andrzej Stencel <[email protected]>
sbylica-splunk pushed a commit to sbylica-splunk/opentelemetry-collector-contrib that referenced this issue Dec 17, 2024
<!--Ex. Fixing a bug - Describe the bug and how this fixes the issue.
Ex. Adding a feature - Explain what this achieves.-->
#### Description

This PR removes the `Converter` type that was previously used mainly by
the stanza receiver adapter (see
open-telemetry#35669 (comment)
for more details). Two other receivers were still using the converter to
generate test data within the unit tests, so those have been adapted as
well with this PR

<!-- Issue number (e.g. open-telemetry#1234) or full URL to issue, if applicable. -->
#### Link to tracking issue
Follow up to
open-telemetry#35453

<!--Describe what testing was performed and which tests were added.-->
#### Testing

Adapted unit tests that were still using the converter

---------

Signed-off-by: Florian Bacher <[email protected]>
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