Skip to content
Merged
Show file tree
Hide file tree
Changes from 9 commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
238 changes: 222 additions & 16 deletions packages/metrics/README.md
Original file line number Diff line number Diff line change
@@ -1,27 +1,233 @@
# Metrics

This packages contains utilities for collecting metrics in `@message-queue-toolkit`
This package contains utilities for collecting metrics in `@message-queue-toolkit`.

## Installation

```sh
npm install @message-queue-toolkit/metrics
```

## Overview

All metrics implement the `MessageMetricsManager` interface from `@message-queue-toolkit/core`, which means they can be passed directly to any `AbstractQueueService` via the `messageMetricsManager` option.

```ts
import { PrometheusMessageProcessingTimeMetric } from '@message-queue-toolkit/metrics'

const metric = new PrometheusMessageProcessingTimeMetric({
name: 'message_processing_duration_ms',
helpDescription: 'Time spent processing a message',
buckets: [10, 50, 100, 500, 1000],
})

// Pass to your queue service
const service = new MyQueueService({ messageMetricsManager: metric })
```

---

## Prometheus metrics

Metrics that use [Prometheus](https://prometheus.io/) toolkit and [prom-client](https://github.com/siimon/prom-client) library
All Prometheus metrics use [prom-client](https://github.com/siimon/prom-client) under the hood.

### Base parameters

All metrics accept `PrometheusMetricParams`:

| Field | Type | Required | Description |
|---|---|---|---|
| `name` | `string` | yes | Prometheus metric name |
| `helpDescription` | `string` | yes | Prometheus metric description |
| `buckets` | `number[]` | histograms only | Histogram bucket boundaries |
| `messageVersion` | `string \| (metadata) => string \| undefined` | no | Static version string or function to extract version from message metadata |

An optional second argument accepts a custom `prom-client` instance (useful for testing or multi-registry setups).

---

### Histogram metrics (time-based)

Use `Histogram` to measure message timing. Base labels registered on every observation:

| Label | Value |
|---|---|
| `messageType` | Message type identifier |
| `version` | Resolved message version |
| `queue` | Queue or topic name |
| `result` | Processing result status (`consumed`, `published`, `retryLater`, `error`) |

#### Built-in implementations

**`PrometheusMessageProcessingTimeMetric`**
Measures elapsed time from when processing started to when it ended.
```
value = messageProcessingEndTimestamp - messageProcessingStartTimestamp
```
Comment thread
CarlosGamero marked this conversation as resolved.

**`PrometheusMessageLifetimeMetric`**
Measures elapsed time from when the message was originally sent to when it was fully processed. Includes any time the message spent waiting in the queue.
```
value = messageProcessingEndTimestamp - messageTimestamp
```
Skips observation if `messageTimestamp` is not available.

**`PrometheusMessageQueueTimeMetric`**
Measures elapsed time from when the message was originally sent to when processing started (i.e., queue wait time only).
```
value = messageProcessingStartTimestamp - messageTimestamp
```
Skips observation if `messageTimestamp` is not available.

#### Custom histogram with extra labels

Extend `PrometheusMessageTimeMetric` to add custom labels. Pass `labelNames` in the params and override `getLabelValuesForProcessedMessage`:

```ts
import { PrometheusMessageTimeMetric } from '@message-queue-toolkit/metrics'
import type { ProcessedMessageMetadata } from '@message-queue-toolkit/core'
import type { LabelValues } from 'prom-client'

class MyProcessingTimeMetric extends PrometheusMessageTimeMetric<MyMessage, 'env'> {
protected calculateObservedValue(metadata: ProcessedMessageMetadata<MyMessage>): number | null {
return metadata.messageProcessingEndTimestamp - metadata.messageProcessingStartTimestamp
}

protected getLabelValuesForProcessedMessage(): LabelValues<'env'> {
return { env: process.env.NODE_ENV ?? 'unknown' }
}
}

const metric = new MyProcessingTimeMetric({
name: 'message_processing_duration_ms',
helpDescription: 'Processing time by environment',
buckets: [10, 50, 100, 500],
labelNames: ['env'],
})
```

---

### Counter metrics (event-based)

Use `Counter` to count message events. Base labels registered on every increment:

| Label | Value |
|---|---|
| `messageType` | Message type identifier |
| `version` | Resolved message version |
| `queue` | Queue or topic name |

#### Built-in implementations

**`PrometheusMessageErrorCounter`**
Counts messages that result in an error. Adds an `errorReason` label. Skips non-error messages.

```ts
import { PrometheusMessageErrorCounter } from '@message-queue-toolkit/metrics'

const metric = new PrometheusMessageErrorCounter({
name: 'message_errors_total',
helpDescription: 'Number of messages that failed processing',
labelNames: ['errorReason'],
})
```

**`PrometheusMessageByStatusCounter`**
Counts all messages, labelled by their processing result status.

```ts
import { PrometheusMessageByStatusCounter } from '@message-queue-toolkit/metrics'

const metric = new PrometheusMessageByStatusCounter({
name: 'messages_by_status_total',
helpDescription: 'Number of messages processed, by result status',
labelNames: ['resultStatus'],
})
```

Adds a `resultStatus` label with values: `consumed`, `published`, `retryLater`, `error`.

#### Custom counter with extra labels

Extend `PrometheusMessageCounter` and implement `calculateCount` and `getLabelValuesForProcessedMessage`:

```ts
import { PrometheusMessageCounter } from '@message-queue-toolkit/metrics'
import type { ProcessedMessageMetadata } from '@message-queue-toolkit/core'
import type { LabelValues } from 'prom-client'

class MyRetryCounter extends PrometheusMessageCounter<MyMessage, 'reason'> {
protected calculateCount(metadata: ProcessedMessageMetadata<MyMessage>): number | null {
return metadata.processingResult.status === 'retryLater' ? 1 : null
}

protected getLabelValuesForProcessedMessage(
metadata: ProcessedMessageMetadata<MyMessage>,
): LabelValues<'reason'> {
return { reason: metadata.processingResult.status === 'retryLater'
? metadata.processingResult.retryReason
: 'unknown' }
Comment thread
CarlosGamero marked this conversation as resolved.
Outdated
}
}

const metric = new MyRetryCounter({
name: 'message_retries_total',
helpDescription: 'Number of messages scheduled for retry',
labelNames: ['reason'],
})
```

When no custom labels are needed, omit `labelNames`:

```ts
class MySimpleCounter extends PrometheusMessageCounter<MyMessage> {
protected calculateCount(metadata: ProcessedMessageMetadata<MyMessage>): number | null {
return metadata.processingResult.status === 'consumed' ? 1 : null
}

protected getLabelValuesForProcessedMessage(): LabelValues<never> {
return {}
}
}

const metric = new MySimpleCounter({
name: 'messages_consumed_total',
helpDescription: 'Number of successfully consumed messages',
})
```

### MessageProcessingPrometheusMetric
Abstract class implementing `MessageMetricsManager` interface, that can be injected into `AbstractQueueService` from `@message-queue-toolkit/core`.
---

It uses [Histogram](https://prometheus.io/docs/concepts/metric_types/#histogram) metric to collect message processing times with labels:
- `messageType` - message type
- `version` - message version
- `queue` - name of the queue or topic
- `result` - processing result
### Using multiple metrics together

See [MessageProcessingPrometheusMetric.ts](lib/prometheus/MessageProcessingPrometheusMetric.ts) for available parameters.
`MessageMultiMetricManager` aggregates multiple `MessageMetricsManager` instances and fans out each `registerProcessedMessage` call to all of them.

There are following non-abstract implementations available:
- `MessageProcessingTimeMetric` - registers elapsed time from start to the end of message processing
- `MessageLifetimeMetric` - registers elapsed time from the point where message was initially sent, to the point when it was processed.
Note: if message is waiting in the queue due to high load or barrier, the waiting time is included in the measurement
```ts
import {
MessageMultiMetricManager,
PrometheusMessageProcessingTimeMetric,
PrometheusMessageErrorCounter,
PrometheusMessageByStatusCounter,
} from '@message-queue-toolkit/metrics'

### MessageProcessingMultiMetrics
Implementation of `MessageMetricsManager` that allows to use multiple `MessageProcessingPrometheusMetric` instances.
const metricsManager = new MessageMultiMetricManager([
new PrometheusMessageProcessingTimeMetric({
name: 'message_processing_duration_ms',
helpDescription: 'Message processing time',
buckets: [10, 50, 100, 500, 1000],
}),
new PrometheusMessageErrorCounter({
name: 'message_errors_total',
helpDescription: 'Messages that failed processing',
labelNames: ['errorReason'],
}),
new PrometheusMessageByStatusCounter({
name: 'messages_by_status_total',
helpDescription: 'Messages processed by status',
labelNames: ['resultStatus'],
}),
])

const service = new MyQueueService({ messageMetricsManager: metricsManager })
```
2 changes: 2 additions & 0 deletions packages/metrics/lib/index.ts
Original file line number Diff line number Diff line change
@@ -1,4 +1,6 @@
export * from './MessageMultiMetricManager.ts'
export * from './prometheus/metrics/message-error/PrometheusMessageByStatusCounter.ts'
export * from './prometheus/metrics/message-error/PrometheusMessageCounter.ts'
export * from './prometheus/metrics/message-error/PrometheusMessageErrorCounter.ts'
export * from './prometheus/metrics/message-time/PrometheusMessageLifetimeMetric.ts'
export * from './prometheus/metrics/message-time/PrometheusMessageProcessingTimeMetric.ts'
Expand Down
2 changes: 1 addition & 1 deletion packages/metrics/lib/prometheus/PrometheusMessageMetric.ts
Original file line number Diff line number Diff line change
Expand Up @@ -18,7 +18,7 @@ export abstract class PrometheusMessageMetric<

protected readonly messageVersionGeneratingFunction: MessageVersionGeneratingFunction<MessagePayload>

private readonly metricParams: MetricParams
protected readonly metricParams: MetricParams

/**
* @param metricParams - metrics parameters (see PrometheusMetricParams)
Expand Down
Loading
Loading