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	* Add basic initial developer docs for TSDB There's a decent amount of content already out there (blog posts, conference talks, etc), but: * when they get stale, they don't tend to get updated * they still leave me with questions that I'ld like to answer for developers (like me) who want to use, or work with, TSDB What I propose is developer docs inside the prometheus repository. Easy to find and harness the power of the community to expand it and keep it up to date. * perfect is the enemy of good. Let's have a base and incrementally improve * Markdown docs should be broad but not too deep. Source code comments can complement them, and are the ideal place for implementation details. Signed-off-by: Dieter Plaetinck <dieter@grafana.com> * use example code that works out of the box Signed-off-by: Dieter Plaetinck <dieter@grafana.com> * Apply suggestions from code review Co-authored-by: Ganesh Vernekar <15064823+codesome@users.noreply.github.com> Signed-off-by: Dieter Plaetinck <dieter@grafana.com> * PR feedback Signed-off-by: Dieter Plaetinck <dieter@grafana.com> * more docs Signed-off-by: Dieter Plaetinck <dieter@grafana.com> * PR feedback Signed-off-by: Dieter Plaetinck <dieter@grafana.com> * Apply suggestions from code review Signed-off-by: Dieter Plaetinck <dieter@grafana.com> Co-authored-by: Bartlomiej Plotka <bwplotka@gmail.com> * Apply suggestions from code review Signed-off-by: Dieter Plaetinck <dieter@grafana.com> Co-authored-by: Ganesh Vernekar <15064823+codesome@users.noreply.github.com> * feedback Signed-off-by: Dieter Plaetinck <dieter@grafana.com> * Update tsdb/docs/usage.md Signed-off-by: Dieter Plaetinck <dieter@grafana.com> Co-authored-by: Ganesh Vernekar <15064823+codesome@users.noreply.github.com> * final tweaks Signed-off-by: Dieter Plaetinck <dieter@grafana.com> * workaround docs versioning issue Signed-off-by: Dieter Plaetinck <dieter@grafana.com> * Move example code to real executable, testable example. Signed-off-by: Dieter Plaetinck <dieter@grafana.com> * cleanup example test and make sure it always reproduces Signed-off-by: Dieter Plaetinck <dieter@grafana.com> * obtain temp dir in a way that works with older Go versions Signed-off-by: Dieter Plaetinck <dieter@grafana.com> * Fix Ganesh's comments Signed-off-by: Ganesh Vernekar <ganeshvern@gmail.com> Co-authored-by: Ganesh Vernekar <15064823+codesome@users.noreply.github.com> Co-authored-by: Bartlomiej Plotka <bwplotka@gmail.com> Co-authored-by: Ganesh Vernekar <ganeshvern@gmail.com>
		
			
				
	
	
		
			322 lines
		
	
	
		
			12 KiB
		
	
	
	
		
			Go
		
	
	
	
	
	
			
		
		
	
	
			322 lines
		
	
	
		
			12 KiB
		
	
	
	
		
			Go
		
	
	
	
	
	
// Copyright 2014 The Prometheus Authors
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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package storage
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import (
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	"context"
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	"errors"
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	"fmt"
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	"github.com/prometheus/prometheus/model/exemplar"
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	"github.com/prometheus/prometheus/model/labels"
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	"github.com/prometheus/prometheus/tsdb/chunkenc"
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	"github.com/prometheus/prometheus/tsdb/chunks"
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)
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// The errors exposed.
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var (
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	ErrNotFound                    = errors.New("not found")
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	ErrOutOfOrderSample            = errors.New("out of order sample")
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	ErrDuplicateSampleForTimestamp = errors.New("duplicate sample for timestamp")
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	ErrOutOfBounds                 = errors.New("out of bounds")
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	ErrOutOfOrderExemplar          = errors.New("out of order exemplar")
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	ErrDuplicateExemplar           = errors.New("duplicate exemplar")
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	ErrExemplarLabelLength         = fmt.Errorf("label length for exemplar exceeds maximum of %d UTF-8 characters", exemplar.ExemplarMaxLabelSetLength)
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	ErrExemplarsDisabled           = fmt.Errorf("exemplar storage is disabled or max exemplars is less than or equal to 0")
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)
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// SeriesRef is a generic series reference. In prometheus it is either a
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// HeadSeriesRef or BlockSeriesRef, though other implementations may have
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// their own reference types.
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type SeriesRef uint64
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// Appendable allows creating appenders.
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type Appendable interface {
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	// Appender returns a new appender for the storage. The implementation
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	// can choose whether or not to use the context, for deadlines or to check
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	// for errors.
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	Appender(ctx context.Context) Appender
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}
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// SampleAndChunkQueryable allows retrieving samples as well as encoded samples in form of chunks.
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type SampleAndChunkQueryable interface {
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	Queryable
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	ChunkQueryable
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}
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// Storage ingests and manages samples, along with various indexes. All methods
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// are goroutine-safe. Storage implements storage.Appender.
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type Storage interface {
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	SampleAndChunkQueryable
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	Appendable
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	// StartTime returns the oldest timestamp stored in the storage.
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	StartTime() (int64, error)
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	// Close closes the storage and all its underlying resources.
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	Close() error
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}
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// ExemplarStorage ingests and manages exemplars, along with various indexes. All methods are
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// goroutine-safe. ExemplarStorage implements storage.ExemplarAppender and storage.ExemplarQuerier.
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type ExemplarStorage interface {
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	ExemplarQueryable
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	ExemplarAppender
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}
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// A Queryable handles queries against a storage.
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// Use it when you need to have access to all samples without chunk encoding abstraction e.g promQL.
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type Queryable interface {
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	// Querier returns a new Querier on the storage.
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	Querier(ctx context.Context, mint, maxt int64) (Querier, error)
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}
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// Querier provides querying access over time series data of a fixed time range.
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type Querier interface {
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	LabelQuerier
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	// Select returns a set of series that matches the given label matchers.
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	// Caller can specify if it requires returned series to be sorted. Prefer not requiring sorting for better performance.
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	// It allows passing hints that can help in optimising select, but it's up to implementation how this is used if used at all.
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	Select(sortSeries bool, hints *SelectHints, matchers ...*labels.Matcher) SeriesSet
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}
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// A ChunkQueryable handles queries against a storage.
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// Use it when you need to have access to samples in encoded format.
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type ChunkQueryable interface {
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	// ChunkQuerier returns a new ChunkQuerier on the storage.
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	ChunkQuerier(ctx context.Context, mint, maxt int64) (ChunkQuerier, error)
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}
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// ChunkQuerier provides querying access over time series data of a fixed time range.
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type ChunkQuerier interface {
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	LabelQuerier
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	// Select returns a set of series that matches the given label matchers.
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	// Caller can specify if it requires returned series to be sorted. Prefer not requiring sorting for better performance.
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	// It allows passing hints that can help in optimising select, but it's up to implementation how this is used if used at all.
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	Select(sortSeries bool, hints *SelectHints, matchers ...*labels.Matcher) ChunkSeriesSet
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}
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// LabelQuerier provides querying access over labels.
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type LabelQuerier interface {
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	// LabelValues returns all potential values for a label name.
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	// It is not safe to use the strings beyond the lifetime of the querier.
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	// If matchers are specified the returned result set is reduced
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	// to label values of metrics matching the matchers.
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	LabelValues(name string, matchers ...*labels.Matcher) ([]string, Warnings, error)
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	// LabelNames returns all the unique label names present in the block in sorted order.
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	// If matchers are specified the returned result set is reduced
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	// to label names of metrics matching the matchers.
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	LabelNames(matchers ...*labels.Matcher) ([]string, Warnings, error)
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	// Close releases the resources of the Querier.
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	Close() error
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}
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type ExemplarQueryable interface {
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	// ExemplarQuerier returns a new ExemplarQuerier on the storage.
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	ExemplarQuerier(ctx context.Context) (ExemplarQuerier, error)
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}
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// ExemplarQuerier provides reading access to time series data.
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type ExemplarQuerier interface {
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	// Select all the exemplars that match the matchers.
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	// Within a single slice of matchers, it is an intersection. Between the slices, it is a union.
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	Select(start, end int64, matchers ...[]*labels.Matcher) ([]exemplar.QueryResult, error)
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}
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// SelectHints specifies hints passed for data selections.
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// This is used only as an option for implementation to use.
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type SelectHints struct {
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	Start int64 // Start time in milliseconds for this select.
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	End   int64 // End time in milliseconds for this select.
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	Step int64  // Query step size in milliseconds.
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	Func string // String representation of surrounding function or aggregation.
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	Grouping []string // List of label names used in aggregation.
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	By       bool     // Indicate whether it is without or by.
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	Range    int64    // Range vector selector range in milliseconds.
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	// DisableTrimming allows to disable trimming of matching series chunks based on query Start and End time.
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	// When disabled, the result may contain samples outside the queried time range but Select() performances
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	// may be improved.
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	DisableTrimming bool
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}
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// TODO(bwplotka): Move to promql/engine_test.go?
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// QueryableFunc is an adapter to allow the use of ordinary functions as
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// Queryables. It follows the idea of http.HandlerFunc.
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type QueryableFunc func(ctx context.Context, mint, maxt int64) (Querier, error)
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// Querier calls f() with the given parameters.
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func (f QueryableFunc) Querier(ctx context.Context, mint, maxt int64) (Querier, error) {
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	return f(ctx, mint, maxt)
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}
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// Appender provides batched appends against a storage.
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// It must be completed with a call to Commit or Rollback and must not be reused afterwards.
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//
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// Operations on the Appender interface are not goroutine-safe.
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type Appender interface {
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	// Append adds a sample pair for the given series.
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	// An optional series reference can be provided to accelerate calls.
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	// A series reference number is returned which can be used to add further
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	// samples to the given series in the same or later transactions.
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	// Returned reference numbers are ephemeral and may be rejected in calls
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	// to Append() at any point. Adding the sample via Append() returns a new
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	// reference number.
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	// If the reference is 0 it must not be used for caching.
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	Append(ref SeriesRef, l labels.Labels, t int64, v float64) (SeriesRef, error)
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	// Commit submits the collected samples and purges the batch. If Commit
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	// returns a non-nil error, it also rolls back all modifications made in
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	// the appender so far, as Rollback would do. In any case, an Appender
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	// must not be used anymore after Commit has been called.
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	Commit() error
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	// Rollback rolls back all modifications made in the appender so far.
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	// Appender has to be discarded after rollback.
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	Rollback() error
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	ExemplarAppender
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}
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// GetRef is an extra interface on Appenders used by downstream projects
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// (e.g. Cortex) to avoid maintaining a parallel set of references.
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type GetRef interface {
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	// Returns reference number that can be used to pass to Appender.Append(),
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	// and a set of labels that will not cause another copy when passed to Appender.Append().
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	// 0 means the appender does not have a reference to this series.
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	GetRef(lset labels.Labels) (SeriesRef, labels.Labels)
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}
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// ExemplarAppender provides an interface for adding samples to exemplar storage, which
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// within Prometheus is in-memory only.
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type ExemplarAppender interface {
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	// AppendExemplar adds an exemplar for the given series labels.
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	// An optional reference number can be provided to accelerate calls.
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	// A reference number is returned which can be used to add further
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	// exemplars in the same or later transactions.
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	// Returned reference numbers are ephemeral and may be rejected in calls
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	// to Append() at any point. Adding the sample via Append() returns a new
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	// reference number.
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	// If the reference is 0 it must not be used for caching.
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	// Note that in our current implementation of Prometheus' exemplar storage
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	// calls to Append should generate the reference numbers, AppendExemplar
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	// generating a new reference number should be considered possible erroneous behaviour and be logged.
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	AppendExemplar(ref SeriesRef, l labels.Labels, e exemplar.Exemplar) (SeriesRef, error)
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}
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// SeriesSet contains a set of series.
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type SeriesSet interface {
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	Next() bool
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	// At returns full series. Returned series should be iterable even after Next is called.
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	At() Series
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	// The error that iteration as failed with.
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	// When an error occurs, set cannot continue to iterate.
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	Err() error
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	// A collection of warnings for the whole set.
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	// Warnings could be return even iteration has not failed with error.
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	Warnings() Warnings
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}
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var emptySeriesSet = errSeriesSet{}
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// EmptySeriesSet returns a series set that's always empty.
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func EmptySeriesSet() SeriesSet {
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	return emptySeriesSet
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}
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type errSeriesSet struct {
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	err error
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}
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func (s errSeriesSet) Next() bool         { return false }
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func (s errSeriesSet) At() Series         { return nil }
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func (s errSeriesSet) Err() error         { return s.err }
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func (s errSeriesSet) Warnings() Warnings { return nil }
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// ErrSeriesSet returns a series set that wraps an error.
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func ErrSeriesSet(err error) SeriesSet {
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	return errSeriesSet{err: err}
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}
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var emptyChunkSeriesSet = errChunkSeriesSet{}
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// EmptyChunkSeriesSet returns a chunk series set that's always empty.
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func EmptyChunkSeriesSet() ChunkSeriesSet {
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	return emptyChunkSeriesSet
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}
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type errChunkSeriesSet struct {
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	err error
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}
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func (s errChunkSeriesSet) Next() bool         { return false }
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func (s errChunkSeriesSet) At() ChunkSeries    { return nil }
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func (s errChunkSeriesSet) Err() error         { return s.err }
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func (s errChunkSeriesSet) Warnings() Warnings { return nil }
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// ErrChunkSeriesSet returns a chunk series set that wraps an error.
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func ErrChunkSeriesSet(err error) ChunkSeriesSet {
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	return errChunkSeriesSet{err: err}
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}
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// Series exposes a single time series and allows iterating over samples.
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type Series interface {
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	Labels
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	SampleIterable
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}
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// ChunkSeriesSet contains a set of chunked series.
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type ChunkSeriesSet interface {
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	Next() bool
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	// At returns full chunk series. Returned series should be iterable even after Next is called.
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	At() ChunkSeries
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	// The error that iteration has failed with.
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	// When an error occurs, set cannot continue to iterate.
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	Err() error
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	// A collection of warnings for the whole set.
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	// Warnings could be return even iteration has not failed with error.
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	Warnings() Warnings
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}
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// ChunkSeries exposes a single time series and allows iterating over chunks.
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type ChunkSeries interface {
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	Labels
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	ChunkIterable
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}
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// Labels represents an item that has labels e.g. time series.
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type Labels interface {
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	// Labels returns the complete set of labels. For series it means all labels identifying the series.
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	Labels() labels.Labels
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}
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type SampleIterable interface {
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	// Iterator returns a new, independent iterator of the data of the series.
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	Iterator() chunkenc.Iterator
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}
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type ChunkIterable interface {
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	// Iterator returns a new, independent iterator that iterates over potentially overlapping
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	// chunks of the series, sorted by min time.
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	Iterator() chunks.Iterator
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}
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type Warnings []error
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