From 46122f97a3cd4002f9a3e23e2e0fcb57c2cb6feb Mon Sep 17 00:00:00 2001 From: Jingbo Wang <jingbow@google.com> Date: Mon, 6 Jul 2020 12:23:20 -0400 Subject: [PATCH] Rename feature of the metrics transform processor (metrics and labels) (#376) * metric processor rename metrics and labels new branch * remove branches * removed validations * lint: remove unused variables related to validation * updated errors and error testing, optimized code based on comments * add metrics transform component into components file * have this built with the main collector * metric processor rename metrics and labels new branch * remove branches * removed validations * lint: remove unused variables related to validation * updated errors and error testing, optimized code based on comments * add metrics transform component into components file merge components.go * have this built with the main collector merge go.mod go.sum * go.mod resolved bad merge * go.mod resolved bad merge * go.sum after testing --- cmd/otelcontribcol/components.go | 2 + go.mod | 3 + processor/metricstransformprocessor/Makefile | 1 + processor/metricstransformprocessor/README.md | 99 + processor/metricstransformprocessor/config.go | 134 ++ .../metricstransformprocessor/config_test.go | 102 ++ processor/metricstransformprocessor/doc.go | 17 + .../metricstransformprocessor/factory.go | 101 + .../metricstransformprocessor/factory_test.go | 113 ++ processor/metricstransformprocessor/go.mod | 14 + processor/metricstransformprocessor/go.sum | 1632 +++++++++++++++++ .../metrics_transform_processor.go | 126 ++ .../metrics_transform_processor_test.go | 331 ++++ .../testdata/config_full.yaml | 39 + .../testdata/config_invalid_action.yaml | 23 + .../testdata/config_invalid_label.yaml | 24 + .../testdata/config_invalid_metricname.yaml | 22 + .../testdata/config_invalid_newname.yaml | 23 + 18 files changed, 2806 insertions(+) create mode 100644 processor/metricstransformprocessor/Makefile create mode 100644 processor/metricstransformprocessor/README.md create mode 100644 processor/metricstransformprocessor/config.go create mode 100644 processor/metricstransformprocessor/config_test.go create mode 100644 processor/metricstransformprocessor/doc.go create mode 100644 processor/metricstransformprocessor/factory.go create mode 100644 processor/metricstransformprocessor/factory_test.go create mode 100644 processor/metricstransformprocessor/go.mod create mode 100644 processor/metricstransformprocessor/go.sum create mode 100644 processor/metricstransformprocessor/metrics_transform_processor.go create mode 100644 processor/metricstransformprocessor/metrics_transform_processor_test.go create mode 100644 processor/metricstransformprocessor/testdata/config_full.yaml create mode 100644 processor/metricstransformprocessor/testdata/config_invalid_action.yaml create mode 100644 processor/metricstransformprocessor/testdata/config_invalid_label.yaml create mode 100644 processor/metricstransformprocessor/testdata/config_invalid_metricname.yaml create mode 100644 processor/metricstransformprocessor/testdata/config_invalid_newname.yaml diff --git a/cmd/otelcontribcol/components.go b/cmd/otelcontribcol/components.go index ead94268a377..5d0421659628 100644 --- a/cmd/otelcontribcol/components.go +++ b/cmd/otelcontribcol/components.go @@ -36,6 +36,7 @@ import ( "github.com/open-telemetry/opentelemetry-collector-contrib/exporter/stackdriverexporter" "github.com/open-telemetry/opentelemetry-collector-contrib/extension/observer/k8sobserver" "github.com/open-telemetry/opentelemetry-collector-contrib/processor/k8sprocessor" + "github.com/open-telemetry/opentelemetry-collector-contrib/processor/metricstransformprocessor" "github.com/open-telemetry/opentelemetry-collector-contrib/processor/resourcedetectionprocessor" "github.com/open-telemetry/opentelemetry-collector-contrib/receiver/carbonreceiver" "github.com/open-telemetry/opentelemetry-collector-contrib/receiver/collectdreceiver" @@ -120,6 +121,7 @@ func components() (config.Factories, error) { processors := []component.ProcessorFactoryBase{ &k8sprocessor.Factory{}, resourcedetectionprocessor.NewFactory(), + &metricstransformprocessor.Factory{}, } for _, pr := range factories.Processors { processors = append(processors, pr) diff --git a/go.mod b/go.mod index 953e0e80e252..8dedf6fc77d4 100644 --- a/go.mod +++ b/go.mod @@ -24,6 +24,7 @@ require ( github.com/open-telemetry/opentelemetry-collector-contrib/extension/observer/k8sobserver v0.0.0 github.com/open-telemetry/opentelemetry-collector-contrib/processor/k8sprocessor v0.0.0 github.com/open-telemetry/opentelemetry-collector-contrib/processor/resourcedetectionprocessor v0.0.0 + github.com/open-telemetry/opentelemetry-collector-contrib/processor/metricstransformprocessor v0.0.0 github.com/open-telemetry/opentelemetry-collector-contrib/receiver/carbonreceiver v0.0.0 github.com/open-telemetry/opentelemetry-collector-contrib/receiver/collectdreceiver v0.0.0 github.com/open-telemetry/opentelemetry-collector-contrib/receiver/jaegerlegacyreceiver v0.0.0 @@ -112,4 +113,6 @@ replace github.com/open-telemetry/opentelemetry-collector-contrib/processor/k8sp replace github.com/open-telemetry/opentelemetry-collector-contrib/processor/resourcedetectionprocessor => ./processor/resourcedetectionprocessor/ +replace github.com/open-telemetry/opentelemetry-collector-contrib/processor/metricstransformprocessor => ./processor/metricstransformprocessor/ + replace k8s.io/client-go => k8s.io/client-go v0.0.0-20190620085101-78d2af792bab diff --git a/processor/metricstransformprocessor/Makefile b/processor/metricstransformprocessor/Makefile new file mode 100644 index 000000000000..ded7a36092dc --- /dev/null +++ b/processor/metricstransformprocessor/Makefile @@ -0,0 +1 @@ +include ../../Makefile.Common diff --git a/processor/metricstransformprocessor/README.md b/processor/metricstransformprocessor/README.md new file mode 100644 index 000000000000..282f968342ba --- /dev/null +++ b/processor/metricstransformprocessor/README.md @@ -0,0 +1,99 @@ +# Metrics Transform Processor **(UNDER DEVELOPMENT - NOT READY FOR USE)** +Supported pipeline types: metrics +- This ONLY supports renames/aggregations **within individual metrics**. It does not do any aggregation across batches, so it is not suitable for aggregating metrics from multiple sources (e.g. multiple nodes or clients). At this point, it is only for aggregating metrics from a single source that groups its metrics for a particular time period into a single batch (e.g. host metrics from the VM the collector is running on). +- Rename Collisions will result in a no operation on the metrics data + - e.g. If want to rename a metric or label to `new_name` while there is already a metric or label called `new_name`, this operation will not take any effect. There will also be an error logged + +## Description +The metrics transform processor can be used to rename metrics, labels, or label values. It can also be used to perform aggregations on metrics across labels or label values. + +## Capabilities +- Rename metrics (e.g. rename `cpu/usage` to `cpu/usage_time`) +- Rename labels (e.g. rename `cpu` to `core`) +- Rename label values (e.g. rename `done` to `complete`) +- Aggregate across label sets (e.g. only want the label `usage`, but don’t care about the labels `core`, and `cpu`) + - Aggregation_type: sum, average, max +- Aggregate across label values (e.g. want `memory{slab}`, but don’t care about `memory{slab_reclaimable}` & `memory{slab_unreclaimable}`) + - Aggregation_type: sum, average, max + +## Configuration +```yaml +# transforms is a list of transformations with each element transforming a metric selected by metric name +transforms: + # name is used to match with the metric to operate on. This implementation doesn’t utilize the filtermetric’s MatchProperties struct because it doesn’t match well with what I need at this phase. All is needed for this processor at this stage is a single name string that can be used to match with selected metrics. The list of metric names and the match type in the filtermetric’s MatchProperties struct are unnecessary. Also, based on the issue about improving filtering configuration, it seems like this struct is subject to be slightly modified. + - metric_name: <current_metric_name> + + # action specifies if the operations are performed on the current copy of the metric or on a newly created metric that will be inserted + action: {update, insert} + + # new_name is used to rename metrics (e.g. rename cpu/usage to cpu/usage_time) if action is insert, new_name is required + new_name: <new_metric_name_inserted> + + # operations contain a list of operations that will be performed on the selected metrics. Each operation block is a key-value pair, where the key can be any arbitrary string set by the users for readability, and the value is a struct with fields required for operations. The action field is important for the processor to identify exactly which operation to perform + operations: + + # update_label action can be used to update the name of a label or the values of this label (e.g. rename label `cpu` to `core`) + - action: update_label + label: <current_label1> + new_label: <new_label> + value_actions: + - value: <current_label_value> + new_value: <new_label_value> + + # aggregate_labels action aggregates metrics across labels (e.g. only want the label `usage`, but don’t care about the labels `core`, and `cpu`) + - action: aggregate_labels + # label_set contains a list of labels that will remain after the aggregation. The excluded labels will be aggregated by the way specified by aggregation_type. + label_set: [labels...] + aggregation_type: {sum, average, max} + + # aggregate_label_values action aggregates labels across label values (e.g. want memory{slab}, but don’t care about memory{slab_reclaimable} & memory{slab_unreclaimable}) + - action: aggregate_label_values + label: <label> + # aggregated_values contains a list of label values that will be aggregated by the way specified by aggregation_type into new_value. The excluded label values will remain. + aggregated_values: [values...] + new_value: <new_value> + aggregation_type: {sum, average, max} +``` + +## Examples + +### Insert New Metric +```yaml +# create host.cpu.utilization from host.cpu.usage +metric_name: host/cpu/usage +action: insert +new_name: host/cpu/utilization +operations: + ... +``` + +### Rename Labels +```yaml +# rename the label cpu to core +operations: + - action: update_label + label: cpu + new_label: core +``` + +### Aggregate Labels +```yaml +# aggregate away everything but `state` using summation +... +operations: + -action: aggregate_labels + label_set: [ state ] + aggregation_type: sum +``` + +### Aggregate Label Values +```yaml +# combine slab_reclaimable & slab_unreclaimable by summation +... +operations: + -action: aggregate_label_values + label: state + aggregated_values: [ slab_reclaimable, slab_unreclaimable ] + new_value: slab + aggregation_type: sum +``` diff --git a/processor/metricstransformprocessor/config.go b/processor/metricstransformprocessor/config.go new file mode 100644 index 000000000000..859e71c460d2 --- /dev/null +++ b/processor/metricstransformprocessor/config.go @@ -0,0 +1,134 @@ +// Copyright 2020 OpenTelemetry Authors +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +package metricstransformprocessor + +import "go.opentelemetry.io/collector/config/configmodels" + +const ( + // MetricNameFieldName is the mapstructure field name for MetricName field + MetricNameFieldName = "metric_name" + + // ActionFieldName is the mapstructure field name for Action field + ActionFieldName = "action" + + // NewNameFieldName is the mapstructure field name for NewName field + NewNameFieldName = "new_name" + + // LabelFieldName is the mapstructure field name for Label field + LabelFieldName = "label" + + // NewLabelFieldName is the mapstructure field name for NewLabel field + NewLabelFieldName = "new_label" +) + +// Config defines configuration for Resource processor. +type Config struct { + configmodels.ProcessorSettings `mapstructure:",squash"` + + // Transform specifies a list of transforms on metrics with each transform focusing on one metric. + Transforms []Transform `mapstructure:"transforms"` +} + +// Transform defines the transformation applied to the specific metric +type Transform struct { + // MetricName is used to select the metric to operate on. + // REQUIRED + MetricName string `mapstructure:"metric_name"` + + // Action specifies the action performed on the matched metric. + // REQUIRED + Action ConfigAction `mapstructure:"action"` + + // NewName specifies the name of the new metric when inserting or updating. + // REQUIRED only if Action is INSERT. + NewName string `mapstructure:"new_name"` + + // Operations contains a list of operations that will be performed on the selected metric. + Operations []Operation `mapstructure:"operations"` +} + +// Operation defines the specific operation performed on the selected metrics. +type Operation struct { + // Action specifies the action performed for this operation. + // REQUIRED + Action OperationAction `mapstructure:"action"` + + // Label identifies the exact label to operate on. + Label string `mapstructure:"label"` + + // NewLabel determines the name to rename the identified label to. + NewLabel string `mapstructure:"new_label"` + + // LabelSet is a list of labels to keep. All other labels are aggregated based on the AggregationType. + LabelSet []string `mapstructure:"label_set"` + + // AggregationType specifies how to aggregate. + AggregationType AggregationType `mapstructure:"aggregation_type"` + + // AggregatedValues is a list of label values to aggregate away. + AggregatedValues []string `mapstructure:"aggregated_values"` + + // NewValue indicates what is the value called when the AggregatedValues are aggregated into one. + NewValue string `mapstructure:"new_value"` + + // ValueActions is a list of renaming actions for label values. + ValueActions []ValueAction `mapstructure:"value_actions"` +} + +// ValueAction renames label values. +type ValueAction struct { + // Value specifies the current label value. + Value string `mapstructure:"value"` + + // NewValue specifies the label value to rename to. + NewValue string `mapstructure:"new_value"` +} + +// ConfigAction is the enum to capture the two types of actions to perform on a metric. +type ConfigAction string + +// OperationAction is the enum to capture the thress types of actions to perform for an operation. +type OperationAction string + +// AggregationType os the enum to capture the three types of aggregation for the aggregation operation. +type AggregationType string + +const ( + // Insert adds a new metric to the batch with a new name. + Insert ConfigAction = "insert" + + // Update updates an existing metric. + Update ConfigAction = "update" + + // UpdateLabel applies name changes to label and/or label values. + UpdateLabel OperationAction = "update_label" + + // AggregateLabels aggregates away all labels other than the ones in Operation.LabelSet + // by the method indicated by Operation.AggregationType. + AggregateLabels OperationAction = "aggregate_labels" + + // AggregateLabelValues aggregates away the values in Operation.AggregatedValues + // by the method indicated by Operation.AggregationType. + AggregateLabelValues OperationAction = "aggregate_label_values" + + // Average indicates taking the average of the aggregated data. + Average AggregationType = "average" + + // Max indicates taking the max of the aggregated data. + Max AggregationType = "max" + + // Sum indicates taking the sum of the aggregated data. + Sum AggregationType = "sum" +) diff --git a/processor/metricstransformprocessor/config_test.go b/processor/metricstransformprocessor/config_test.go new file mode 100644 index 000000000000..c3a660e218db --- /dev/null +++ b/processor/metricstransformprocessor/config_test.go @@ -0,0 +1,102 @@ +// Copyright 2020, OpenTelemetry Authors +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +package metricstransformprocessor + +import ( + "path" + "testing" + + "github.com/stretchr/testify/assert" + "github.com/stretchr/testify/require" + "go.opentelemetry.io/collector/config" + "go.opentelemetry.io/collector/config/configmodels" +) + +var ( + testDataOperations = []Operation{ + { + Action: UpdateLabel, + Label: "label", + NewLabel: "new_label", + ValueActions: []ValueAction{ + { + Value: "current_label_value", + NewValue: "new_label_value", + }, + }, + }, + { + Action: AggregateLabels, + LabelSet: []string{ + "label1", + "label2", + }, + AggregationType: Sum, + }, + { + Action: AggregateLabelValues, + Label: "label", + AggregatedValues: []string{ + "value1", + "value2", + }, + NewValue: "new_value", + AggregationType: Sum, + }, + } + + tests = []struct { + filterName string + expCfg *Config + }{ + { + filterName: "metricstransform", + expCfg: &Config{ + ProcessorSettings: configmodels.ProcessorSettings{ + NameVal: "metricstransform", + TypeVal: typeStr, + }, + Transforms: []Transform{ + { + MetricName: "old_name", + Action: Update, + NewName: "new_name", + Operations: testDataOperations, + }, + }, + }, + }, + } +) + +// TestLoadingFullConfig tests loading testdata/config_full.yaml. +func TestLoadingFullConfig(t *testing.T) { + factories, err := config.ExampleComponents() + assert.NoError(t, err) + + factory := &Factory{} + factories.Processors[configmodels.Type(typeStr)] = factory + config, err := config.LoadConfigFile(t, path.Join(".", "testdata", "config_full.yaml"), factories) + + assert.NoError(t, err) + require.NotNil(t, config) + + for _, test := range tests { + t.Run(test.filterName, func(t *testing.T) { + cfg := config.Processors[test.filterName] + assert.Equal(t, test.expCfg, cfg) + }) + } +} diff --git a/processor/metricstransformprocessor/doc.go b/processor/metricstransformprocessor/doc.go new file mode 100644 index 000000000000..b2b345f47fc7 --- /dev/null +++ b/processor/metricstransformprocessor/doc.go @@ -0,0 +1,17 @@ +// Copyright 2020 OpenTelemetry Authors +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +// Package metricstransformprocessor implements a processor for transforming metrics including renaming metric name, labels and label values. +// This processor can also aggregate metrics based on labels or label values. +package metricstransformprocessor diff --git a/processor/metricstransformprocessor/factory.go b/processor/metricstransformprocessor/factory.go new file mode 100644 index 000000000000..8e5f1501a147 --- /dev/null +++ b/processor/metricstransformprocessor/factory.go @@ -0,0 +1,101 @@ +// Copyright 2020 OpenTelemetry Authors +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +package metricstransformprocessor + +import ( + "context" + "fmt" + + "go.opentelemetry.io/collector/component" + "go.opentelemetry.io/collector/config/configerror" + "go.opentelemetry.io/collector/config/configmodels" + "go.opentelemetry.io/collector/consumer" +) + +const ( + // The value of "type" key in configuration. + typeStr = "metricstransform" +) + +// Factory is the factory for metrics transform processor. +type Factory struct{} + +// Type gets the type of the Option config created by this factory. +func (f *Factory) Type() configmodels.Type { + return typeStr +} + +// CreateDefaultConfig creates the default configuration for processor. +func (f *Factory) CreateDefaultConfig() configmodels.Processor { + return &Config{ + ProcessorSettings: configmodels.ProcessorSettings{ + TypeVal: typeStr, + NameVal: typeStr, + }, + } +} + +// CreateTraceProcessor creates a trace processor based on this config. +func (f *Factory) CreateTraceProcessor( + ctx context.Context, + params component.ProcessorCreateParams, + nextConsumer consumer.TraceConsumer, + cfg configmodels.Processor, +) (component.TraceProcessor, error) { + return nil, configerror.ErrDataTypeIsNotSupported +} + +// CreateMetricsProcessor creates a metrics processor based on this config. +func (f *Factory) CreateMetricsProcessor( + ctx context.Context, + params component.ProcessorCreateParams, + nextConsumer consumer.MetricsConsumer, + c configmodels.Processor, +) (component.MetricsProcessor, error) { + oCfg := c.(*Config) + err := validateConfiguration(oCfg) + if err != nil { + return nil, err + } + return newMetricsTransformProcessor(nextConsumer, oCfg), nil + +} + +// validateConfiguration validates the input configuration has all of the required fields for the processor +// and returns a list of valid actions to configure the processor. +// An error is returned if there are any invalid inputs. +func validateConfiguration(config *Config) error { + for _, transform := range config.Transforms { + if transform.MetricName == "" { + return fmt.Errorf("missing required field %q", MetricNameFieldName) + } + + if transform.Action != Update && transform.Action != Insert { + return fmt.Errorf("unsupported %q: %v, the supported actions are %q and %q", ActionFieldName, transform.Action, Insert, Update) + } + + if transform.Action == Insert && transform.NewName == "" { + return fmt.Errorf("missing required field %q while %q is %v", NewNameFieldName, ActionFieldName, Insert) + } + + for i, op := range transform.Operations { + if op.Action == UpdateLabel && op.Label == "" { + return fmt.Errorf("missing required field %q while %q is %v in the %vth operation", LabelFieldName, ActionFieldName, UpdateLabel, i) + } + } + } + + return nil +} diff --git a/processor/metricstransformprocessor/factory_test.go b/processor/metricstransformprocessor/factory_test.go new file mode 100644 index 000000000000..6cb3097f4bae --- /dev/null +++ b/processor/metricstransformprocessor/factory_test.go @@ -0,0 +1,113 @@ +// Copyright 2020, OpenTelemetry Authors +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +package metricstransformprocessor + +import ( + "context" + "fmt" + "path" + "testing" + + "github.com/stretchr/testify/assert" + "go.opentelemetry.io/collector/component" + "go.opentelemetry.io/collector/config" + "go.opentelemetry.io/collector/config/configcheck" + "go.opentelemetry.io/collector/config/configmodels" + "go.uber.org/zap" +) + +func TestType(t *testing.T) { + factory := Factory{} + pType := factory.Type() + assert.Equal(t, pType, configmodels.Type("metricstransform")) +} + +func TestCreateDefaultConfig(t *testing.T) { + factory := Factory{} + cfg := factory.CreateDefaultConfig() + assert.Equal(t, cfg, &Config{ + ProcessorSettings: configmodels.ProcessorSettings{ + NameVal: typeStr, + TypeVal: typeStr, + }, + }) + assert.NoError(t, configcheck.ValidateConfig(cfg)) +} + +func TestCreateProcessors(t *testing.T) { + tests := []struct { + configName string + succeed bool + errorMessage string + }{ + { + configName: "config_full.yaml", + succeed: true, + }, { + configName: "config_invalid_newname.yaml", + succeed: false, + errorMessage: fmt.Sprintf("missing required field %q while %q is %v", NewNameFieldName, ActionFieldName, Insert), + }, { + configName: "config_invalid_action.yaml", + succeed: false, + errorMessage: fmt.Sprintf("unsupported %q: %v, the supported actions are %q and %q", ActionFieldName, "invalid", Insert, Update), + }, { + configName: "config_invalid_metricname.yaml", + succeed: false, + errorMessage: fmt.Sprintf("missing required field %q", MetricNameFieldName), + }, { + configName: "config_invalid_label.yaml", + succeed: false, + errorMessage: fmt.Sprintf("missing required field %q while %q is %v in the %vth operation", LabelFieldName, ActionFieldName, UpdateLabel, 0), + }, + } + + for _, test := range tests { + factories, err := config.ExampleComponents() + assert.NoError(t, err) + + factory := &Factory{} + factories.Processors[typeStr] = factory + config, err := config.LoadConfigFile(t, path.Join(".", "testdata", test.configName), factories) + assert.NoError(t, err) + + for name, cfg := range config.Processors { + t.Run(fmt.Sprintf("%s/%s", test.configName, name), func(t *testing.T) { + factory := &Factory{} + + tp, tErr := factory.CreateTraceProcessor( + context.Background(), + component.ProcessorCreateParams{Logger: zap.NewNop()}, + nil, + cfg) + // Not implemented error + assert.Error(t, tErr) + assert.Nil(t, tp) + + mp, mErr := factory.CreateMetricsProcessor( + context.Background(), + component.ProcessorCreateParams{Logger: zap.NewNop()}, + nil, + cfg) + if test.succeed { + assert.NotNil(t, mp) + assert.NoError(t, mErr) + } else { + assert.EqualError(t, mErr, test.errorMessage) + } + }) + } + } +} diff --git a/processor/metricstransformprocessor/go.mod b/processor/metricstransformprocessor/go.mod new file mode 100644 index 000000000000..4f4fddb65ceb --- /dev/null +++ b/processor/metricstransformprocessor/go.mod @@ -0,0 +1,14 @@ +module github.com/open-telemetry/opentelemetry-collector-contrib/processor/metricstransformprocessor + +go 1.14 + +require ( + github.com/census-instrumentation/opencensus-proto v0.2.1 + github.com/gogo/protobuf v1.3.1 + github.com/open-telemetry/opentelemetry-collector-contrib/internal/common v0.3.0-20200605184202-f640b7103f96 + github.com/stretchr/testify v1.5.1 + go.opentelemetry.io/collector v0.5.0 + go.uber.org/zap v1.13.0 +) + +replace github.com/open-telemetry/opentelemetry-collector-contrib/internal/common => ../../internal/common diff --git a/processor/metricstransformprocessor/go.sum b/processor/metricstransformprocessor/go.sum new file mode 100644 index 000000000000..f0991fe61461 --- /dev/null +++ b/processor/metricstransformprocessor/go.sum @@ -0,0 +1,1632 @@ +bazil.org/fuse v0.0.0-20160811212531-371fbbdaa898/go.mod h1:Xbm+BRKSBEpa4q4hTSxohYNQpsxXPbPry4JJWOB3LB8= +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= +cloud.google.com/go v0.38.0/go.mod h1:990N+gfupTy94rShfmMCWGDn0LpTmnzTp2qbd1dvSRU= +cloud.google.com/go v0.41.0/go.mod h1:OauMR7DV8fzvZIl2qg6rkaIhD/vmgk4iwEw/h6ercmg= +cloud.google.com/go v0.44.1/go.mod h1:iSa0KzasP4Uvy3f1mN/7PiObzGgflwredwwASm/v6AU= +cloud.google.com/go v0.44.2/go.mod h1:60680Gw3Yr4ikxnPRS/oxxkBccT6SA1yMk63TGekxKY= +cloud.google.com/go v0.45.1 h1:lRi0CHyU+ytlvylOlFKKq0af6JncuyoRh1J+QJBqQx0= +cloud.google.com/go v0.45.1/go.mod 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h1:JPJh2pk3+X4lXAkZIk2RuE/7/FoK9maXw+TNPJhVS/c= +sourcegraph.com/sqs/pbtypes v0.0.0-20180604144634-d3ebe8f20ae4/go.mod h1:ketZ/q3QxT9HOBeFhu6RdvsftgpsbFHBF5Cas6cDKZ0= diff --git a/processor/metricstransformprocessor/metrics_transform_processor.go b/processor/metricstransformprocessor/metrics_transform_processor.go new file mode 100644 index 000000000000..7d81f6db3f51 --- /dev/null +++ b/processor/metricstransformprocessor/metrics_transform_processor.go @@ -0,0 +1,126 @@ +// Copyright 2020 OpenTelemetry Authors +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +package metricstransformprocessor + +import ( + "context" + + metricspb "github.com/census-instrumentation/opencensus-proto/gen-go/metrics/v1" + "github.com/gogo/protobuf/proto" + "go.opentelemetry.io/collector/component" + "go.opentelemetry.io/collector/consumer" + "go.opentelemetry.io/collector/consumer/pdata" + "go.opentelemetry.io/collector/consumer/pdatautil" +) + +type metricsTransformProcessor struct { + cfg *Config + next consumer.MetricsConsumer + transforms []Transform +} + +var _ component.MetricsProcessor = (*metricsTransformProcessor)(nil) + +func newMetricsTransformProcessor(next consumer.MetricsConsumer, cfg *Config) *metricsTransformProcessor { + return &metricsTransformProcessor{ + cfg: cfg, + next: next, + transforms: cfg.Transforms, + } +} + +// GetCapabilities returns the Capabilities associated with the metrics transform processor. +func (mtp *metricsTransformProcessor) GetCapabilities() component.ProcessorCapabilities { + return component.ProcessorCapabilities{MutatesConsumedData: true} +} + +// Start is invoked during service startup. +func (*metricsTransformProcessor) Start(ctx context.Context, host component.Host) error { + return nil +} + +// Shutdown is invoked during service shutdown. +func (*metricsTransformProcessor) Shutdown(ctx context.Context) error { + return nil +} + +// ConsumeMetrics implements the MetricsProcessor interface. +func (mtp *metricsTransformProcessor) ConsumeMetrics(ctx context.Context, md pdata.Metrics) error { + return mtp.next.ConsumeMetrics(ctx, mtp.transform(md)) +} + +// transform transforms the metrics based on the information specified in the config. +func (mtp *metricsTransformProcessor) transform(md pdata.Metrics) pdata.Metrics { + mds := pdatautil.MetricsToMetricsData(md) + + for i := range mds { + data := &mds[i] + nameToMetricMapping := make(map[string]*metricspb.Metric, len(data.Metrics)) + for _, metric := range data.Metrics { + nameToMetricMapping[metric.MetricDescriptor.Name] = metric + } + + for _, transform := range mtp.transforms { + metric, ok := nameToMetricMapping[transform.MetricName] + if !ok { + continue + } + + if transform.Action == Insert { + metric = proto.Clone(metric).(*metricspb.Metric) + data.Metrics = append(data.Metrics, metric) + } + + mtp.update(metric, transform) + + if transform.NewName != "" { + if transform.Action == Update { + delete(nameToMetricMapping, transform.MetricName) + } + nameToMetricMapping[transform.NewName] = metric + } + } + } + + return pdatautil.MetricsFromMetricsData(mds) +} + +// update updates the original metric content in the metric pointer. +func (mtp *metricsTransformProcessor) update(metric *metricspb.Metric, transform Transform) { + // metric name update + if transform.NewName != "" { + metric.MetricDescriptor.Name = transform.NewName + } + + for _, op := range transform.Operations { + // update label + if op.Action == UpdateLabel { + mtp.updateLabelOp(metric, op) + } + } +} + +func (mtp *metricsTransformProcessor) updateLabelOp(metric *metricspb.Metric, op Operation) { + for _, label := range metric.MetricDescriptor.LabelKeys { + if label.Key != op.Label { + continue + } + // label key update + if op.NewLabel != "" { + label.Key = op.NewLabel + } + // label value update + } +} diff --git a/processor/metricstransformprocessor/metrics_transform_processor_test.go b/processor/metricstransformprocessor/metrics_transform_processor_test.go new file mode 100644 index 000000000000..dedd1df0693e --- /dev/null +++ b/processor/metricstransformprocessor/metrics_transform_processor_test.go @@ -0,0 +1,331 @@ +// Copyright 2020 OpenTelemetry Authors +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +package metricstransformprocessor + +import ( + "context" + "testing" + + metricspb "github.com/census-instrumentation/opencensus-proto/gen-go/metrics/v1" + "github.com/stretchr/testify/assert" + "github.com/stretchr/testify/require" + "go.opentelemetry.io/collector/config/configmodels" + "go.opentelemetry.io/collector/consumer/consumerdata" + "go.opentelemetry.io/collector/consumer/pdatautil" + etest "go.opentelemetry.io/collector/exporter/exportertest" +) + +type metricsTransformTest struct { + name string // test name + transforms []Transform + inMN []string // input Metric names + outMN []string // output Metric names + inLabels []string + outLabels []string +} + +var ( + initialMetricNames = []string{ + "metric1", + "metric5", + } + + outMetricNamesUpdateSingle = []string{ + "metric1/new", + "metric5", + } + outMetricNamesUpdateMultiple = []string{ + "metric1/new", + "metric5/new", + } + + outMetricNamesInsertSingle = []string{ + "metric1", + "metric5", + "metric1/new", + } + + outMetricNamesInsertMultiple = []string{ + "metric1", + "metric5", + "metric1/new", + "metric5/new", + } + + initialLabels = []string{ + "label1", + "label2", + } + + outLabels = []string{ + "label1/new", + "label2", + } + + validUpateLabelOperation = Operation{ + Action: UpdateLabel, + Label: "label1", + NewLabel: "label1/new", + } + + standardTests = []metricsTransformTest{ + // UPDATE + { + name: "metric_name_update", + transforms: []Transform{ + { + MetricName: "metric1", + Action: Update, + NewName: "metric1/new", + }, + }, + inMN: initialMetricNames, + outMN: outMetricNamesUpdateSingle, + }, + { + name: "metric_name_update_multiple", + transforms: []Transform{ + { + MetricName: "metric1", + Action: Update, + NewName: "metric1/new", + }, + { + MetricName: "metric5", + Action: Update, + NewName: "metric5/new", + }, + }, + inMN: initialMetricNames, + outMN: outMetricNamesUpdateMultiple, + }, + { + name: "metric_name_update_nonexist", + transforms: []Transform{ + { + MetricName: "metric100", + Action: Update, + NewName: "metric1/new", + }, + }, + inMN: initialMetricNames, + outMN: initialMetricNames, + }, + { + name: "metric_label_update", + transforms: []Transform{ + { + MetricName: "metric1", + Action: Update, + Operations: []Operation{validUpateLabelOperation}, + }, + }, + inMN: initialMetricNames, + outMN: initialMetricNames, + inLabels: initialLabels, + outLabels: outLabels, + }, + // INSERT + { + name: "metric_name_insert", + transforms: []Transform{ + { + MetricName: "metric1", + Action: Insert, + NewName: "metric1/new", + }, + }, + inMN: initialMetricNames, + outMN: outMetricNamesInsertSingle, + }, + { + name: "metric_name_insert_multiple", + transforms: []Transform{ + { + MetricName: "metric1", + Action: Insert, + NewName: "metric1/new", + }, + { + MetricName: "metric5", + Action: Insert, + NewName: "metric5/new", + }, + }, + inMN: initialMetricNames, + outMN: outMetricNamesInsertMultiple, + }, + { + name: "metric_label_update_with_metric_insert", + transforms: []Transform{ + { + MetricName: "metric1", + Action: Insert, + NewName: "metric1/new", + Operations: []Operation{validUpateLabelOperation}, + }, + }, + inMN: initialMetricNames, + outMN: outMetricNamesInsertSingle, + inLabels: initialLabels, + outLabels: outLabels, + }, + } +) + +func TestMetricsTransformProcessor(t *testing.T) { + for _, test := range standardTests { + t.Run(test.name, func(t *testing.T) { + // next stores the results of the aggregation metric processor. + next := &etest.SinkMetricsExporter{} + cfg := &Config{ + ProcessorSettings: configmodels.ProcessorSettings{ + TypeVal: typeStr, + NameVal: typeStr, + }, + Transforms: test.transforms, + } + + mtp := newMetricsTransformProcessor(next, cfg) + assert.NotNil(t, mtp) + + caps := mtp.GetCapabilities() + assert.Equal(t, true, caps.MutatesConsumedData) + ctx := context.Background() + assert.NoError(t, mtp.Start(ctx, nil)) + + // construct metrics data to feed into the processor + md := consumerdata.MetricsData{ + Metrics: make([]*metricspb.Metric, len(test.inMN)), + } + for idx, in := range test.inMN { + labels := make([]*metricspb.LabelKey, len(test.inLabels)) + for lidx, l := range test.inLabels { + labels[lidx] = &metricspb.LabelKey{ + Key: l, + } + } + md.Metrics[idx] = &metricspb.Metric{ + MetricDescriptor: &metricspb.MetricDescriptor{ + Name: in, + LabelKeys: labels, + }, + } + } + + // process + cErr := mtp.ConsumeMetrics( + context.Background(), + pdatautil.MetricsFromMetricsData([]consumerdata.MetricsData{ + md, + }), + ) + assert.NoError(t, cErr) + + // get and check results + got := next.AllMetrics() + require.Equal(t, 1, len(got)) + gotMD := pdatautil.MetricsToMetricsData(got[0]) + require.Equal(t, 1, len(gotMD)) + require.Equal(t, len(test.outMN), len(gotMD[0].Metrics)) + + targetNameToTransform := make(map[string]Transform, len(test.transforms)) + for _, transform := range test.transforms { + targetName := transform.MetricName + if transform.NewName != "" { + targetName = transform.NewName + } + targetNameToTransform[targetName] = transform + } + for idx, out := range gotMD[0].Metrics { + // check name + assert.Equal(t, test.outMN[idx], out.MetricDescriptor.Name) + // check labels + // check the updated or inserted is correctly updated + transform, ok := targetNameToTransform[out.MetricDescriptor.Name] + if ok { + for lidx, l := range out.MetricDescriptor.LabelKeys { + assert.Equal(t, test.outLabels[lidx], l.Key) + } + } + // check the original is untouched if insert + if transform.Action == Insert && out.MetricDescriptor.Name == transform.MetricName { + for lidx, l := range out.MetricDescriptor.LabelKeys { + assert.Equal(t, test.inLabels[lidx], l.Key) + } + } + } + assert.NoError(t, mtp.Shutdown(ctx)) + }) + } +} + +func BenchmarkMetricsTransformProcessorRenameMetrics(b *testing.B) { + // runs 1000 metrics through a filterprocessor with both include and exclude filters. + stressTest := metricsTransformTest{ + name: "1000Metrics", + transforms: []Transform{ + { + MetricName: "metric1", + Action: "insert", + NewName: "newname", + }, + }, + } + + for len(stressTest.inMN) < 1000 { + stressTest.inMN = append(stressTest.inMN, initialMetricNames...) + } + + benchmarkTests := []metricsTransformTest{stressTest} + + for _, test := range benchmarkTests { + // next stores the results of the filter metric processor. + next := &etest.SinkMetricsExporter{} + cfg := &Config{ + ProcessorSettings: configmodels.ProcessorSettings{ + TypeVal: typeStr, + NameVal: typeStr, + }, + Transforms: test.transforms, + } + + mtp := newMetricsTransformProcessor(next, cfg) + assert.NotNil(b, mtp) + + md := consumerdata.MetricsData{ + Metrics: make([]*metricspb.Metric, len(test.inMN)), + } + + for idx, in := range test.inMN { + md.Metrics[idx] = &metricspb.Metric{ + MetricDescriptor: &metricspb.MetricDescriptor{ + Name: in, + }, + } + } + + b.Run(test.name, func(b *testing.B) { + for i := 0; i < b.N; i++ { + assert.NoError(b, mtp.ConsumeMetrics( + context.Background(), + pdatautil.MetricsFromMetricsData([]consumerdata.MetricsData{ + md, + }), + )) + } + }) + } +} diff --git a/processor/metricstransformprocessor/testdata/config_full.yaml b/processor/metricstransformprocessor/testdata/config_full.yaml new file mode 100644 index 000000000000..c2c4678452f4 --- /dev/null +++ b/processor/metricstransformprocessor/testdata/config_full.yaml @@ -0,0 +1,39 @@ +receivers: + examplereceiver: + +processors: + metricstransform: + transforms: + - metric_name: old_name + action: update + new_name: new_name + operations: + - action: update_label + label: label + new_label: new_label + value_actions: + - value: current_label_value + new_value: new_label_value + - action: aggregate_labels + label_set: [label1, label2] + aggregation_type: sum + - action: aggregate_label_values + label: label + aggregated_values: [value1, value2] + new_value: new_value + aggregation_type: sum + + +exporters: + exampleexporter: + +service: + pipelines: + traces: + receivers: [examplereceiver] + processors: [metricstransform] + exporters: [exampleexporter] + metrics: + receivers: [examplereceiver] + processors: [metricstransform] + exporters: [exampleexporter] \ No newline at end of file diff --git a/processor/metricstransformprocessor/testdata/config_invalid_action.yaml b/processor/metricstransformprocessor/testdata/config_invalid_action.yaml new file mode 100644 index 000000000000..d2f0771b8dac --- /dev/null +++ b/processor/metricstransformprocessor/testdata/config_invalid_action.yaml @@ -0,0 +1,23 @@ +receivers: + examplereceiver: + +processors: + metricstransform: + transforms: + - metric_name: old_name + action: invalid # invalid action type + + +exporters: + exampleexporter: + +service: + pipelines: + traces: + receivers: [examplereceiver] + processors: [metricstransform] + exporters: [exampleexporter] + metrics: + receivers: [examplereceiver] + processors: [metricstransform] + exporters: [exampleexporter] \ No newline at end of file diff --git a/processor/metricstransformprocessor/testdata/config_invalid_label.yaml b/processor/metricstransformprocessor/testdata/config_invalid_label.yaml new file mode 100644 index 000000000000..8a02053bd2a2 --- /dev/null +++ b/processor/metricstransformprocessor/testdata/config_invalid_label.yaml @@ -0,0 +1,24 @@ +receivers: + examplereceiver: + +processors: + metricstransform: + transforms: + - metric_name: old_name + action: update + operations: + - action: update_label # missing label key + +exporters: + exampleexporter: + +service: + pipelines: + traces: + receivers: [examplereceiver] + processors: [metricstransform] + exporters: [exampleexporter] + metrics: + receivers: [examplereceiver] + processors: [metricstransform] + exporters: [exampleexporter] \ No newline at end of file diff --git a/processor/metricstransformprocessor/testdata/config_invalid_metricname.yaml b/processor/metricstransformprocessor/testdata/config_invalid_metricname.yaml new file mode 100644 index 000000000000..4d88a7f7a8ca --- /dev/null +++ b/processor/metricstransformprocessor/testdata/config_invalid_metricname.yaml @@ -0,0 +1,22 @@ +receivers: + examplereceiver: + +processors: + metricstransform: + transforms: + - metric_name: # missing metric name + action: update + +exporters: + exampleexporter: + +service: + pipelines: + traces: + receivers: [examplereceiver] + processors: [metricstransform] + exporters: [exampleexporter] + metrics: + receivers: [examplereceiver] + processors: [metricstransform] + exporters: [exampleexporter] \ No newline at end of file diff --git a/processor/metricstransformprocessor/testdata/config_invalid_newname.yaml b/processor/metricstransformprocessor/testdata/config_invalid_newname.yaml new file mode 100644 index 000000000000..7bf4eb02f2e3 --- /dev/null +++ b/processor/metricstransformprocessor/testdata/config_invalid_newname.yaml @@ -0,0 +1,23 @@ +receivers: + examplereceiver: + +processors: + metricstransform: + transforms: + - metric_name: old_name + action: insert # missing new_name + + +exporters: + exampleexporter: + +service: + pipelines: + traces: + receivers: [examplereceiver] + processors: [metricstransform] + exporters: [exampleexporter] + metrics: + receivers: [examplereceiver] + processors: [metricstransform] + exporters: [exampleexporter] \ No newline at end of file