[receiver/awsfirehosereceiver] Support statistics on top of min/max/sum/count for metrics ingestion

[kaiyan-sheng]

Component(s)

receiver/awsfirehose

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

When ingesting metrics using Firehose, I can see we support min/max/sum/count as statistic methods. But for p99 or p90 or TM(...), it's not supported yet.

 2024-11-05T21:52:57.661Z	info	ResourceMetrics #0
 Resource SchemaURL: 
 Resource attributes:
      -> cloud.provider: Str(aws)
      -> cloud.account.id: Str(123456789012)
      -> cloud.region: Str(us-east-1)
      -> service.namespace: Str(AWS)
      -> service.name: Str(EC2)
      -> aws.cloudwatch.metric_stream_name: Str(cloudwatch-metric-stream-us-east-1)
 ScopeMetrics #0
 ScopeMetrics SchemaURL: 
 InstrumentationScope  
 Metric #0
 Descriptor:
      -> Name: DiskWriteOps
      -> Description: 
      -> Unit: Seconds
      -> DataType: Summary
 SummaryDataPoints #0
 Data point attributes:
      -> service.instance.id: Str(i-123456789012)
 StartTimestamp: 1970-01-01 00:00:00 +0000 UTC
 Timestamp: 2024-11-05 21:52:55.968 +0000 UTC
 Count: 3
 Sum: 20.000000
 QuantileValue #0: Quantile 0.000000, Value 0.000000
 QuantileValue #1: Quantile 1.000000, Value 18.000000
{"kind": "exporter", "data_type": "metrics", "name": "debug"}

Describe the solution you'd like

We should also have quantile values with quantile not only equals to 0 and 1, for example:

 QuantileValue #0: Quantile 0.000000, Value 0.000000
 QuantileValue #1: Quantile 1.000000, Value 18.000000
 QuantileValue #2: Quantile 0.990000, Value 17.560000
 QuantileValue #3: Quantile 0.999000, Value 17.876400

Describe alternatives you've considered

No response

Additional context

Sample metric from CloudWatch:

{"metric_stream_name":"cloudwatch-metric-stream-us-east-1","account_id":"12345678901","region":"us-east-1","namespace":"AWS/EC2","metric_name":"DiskWriteOps","dimensions":{"InstanceId":"i-123456789012"},"timestamp":1730501237425,"value":{"count":3.0,"sum":20.0,"max":18.0,"min":0.0,"p99": 17.56,"p99.9": 17.8764,"TM(25%:75%)": 16.43},"unit":"Seconds"}

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Pinging code owners:

• receiver/awsfirehose: @Aneurysm9

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