// Copyright The Prometheus 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 tsdb implements a time series storage for float64 sample data.
package tsdb

import (
	"context"
	"errors"
	"fmt"
	"io"
	"io/fs"
	"log/slog"
	"math"
	"math/rand"
	"os"
	"path/filepath"
	"slices"
	"strings"
	"sync"
	"time"

	"github.com/oklog/ulid/v2"
	"github.com/prometheus/client_golang/prometheus"
	"github.com/prometheus/common/promslog"
	"go.uber.org/atomic"
	"golang.org/x/sync/errgroup"

	"github.com/prometheus/prometheus/config"
	"github.com/prometheus/prometheus/model/labels"
	"github.com/prometheus/prometheus/storage"
	"github.com/prometheus/prometheus/tsdb/chunkenc"
	"github.com/prometheus/prometheus/tsdb/chunks"
	"github.com/prometheus/prometheus/tsdb/fileutil"
	_ "github.com/prometheus/prometheus/tsdb/goversion" // Load the package into main to make sure minimum Go version is met.
	"github.com/prometheus/prometheus/tsdb/tsdbutil"
	"github.com/prometheus/prometheus/tsdb/wlog"
	"github.com/prometheus/prometheus/util/compression"
	"github.com/prometheus/prometheus/util/features"
	prom_runtime "github.com/prometheus/prometheus/util/runtime"
)

const (
	// DefaultBlockDuration in milliseconds.
	DefaultBlockDuration = int64(2 * time.Hour / time.Millisecond)

	// DefaultCompactionDelayMaxPercent in percentage.
	DefaultCompactionDelayMaxPercent = 10

	// Block dir suffixes to make deletion and creation operations atomic.
	// We decided to do suffixes instead of creating meta.json as last (or delete as first) one,
	// because in error case you still can recover meta.json from the block content within local TSDB dir.
	// TODO(bwplotka): TSDB can end up with various .tmp files (e.g meta.json.tmp, WAL or segment tmp file. Think
	// about removing those too on start to save space. Currently only blocks tmp dirs are removed.
	tmpForDeletionBlockDirSuffix = ".tmp-for-deletion"
	tmpForCreationBlockDirSuffix = ".tmp-for-creation"
	// Pre-2.21 tmp dir suffix, used in clean-up functions.
	tmpLegacy = ".tmp"
)

// ErrNotReady is returned if the underlying storage is not ready yet.
var ErrNotReady = errors.New("TSDB not ready")

// DefaultOptions used for the DB. They are reasonable for setups using
// millisecond precision timestamps.
func DefaultOptions() *Options {
	return &Options{
		WALSegmentSize:              wlog.DefaultSegmentSize,
		MaxBlockChunkSegmentSize:    chunks.DefaultChunkSegmentSize,
		RetentionDuration:           int64(15 * 24 * time.Hour / time.Millisecond),
		MinBlockDuration:            DefaultBlockDuration,
		MaxBlockDuration:            DefaultBlockDuration,
		NoLockfile:                  false,
		SamplesPerChunk:             DefaultSamplesPerChunk,
		WALCompression:              compression.None,
		StripeSize:                  DefaultStripeSize,
		HeadChunksWriteBufferSize:   chunks.DefaultWriteBufferSize,
		IsolationDisabled:           defaultIsolationDisabled,
		HeadChunksWriteQueueSize:    chunks.DefaultWriteQueueSize,
		OutOfOrderCapMax:            DefaultOutOfOrderCapMax,
		EnableOverlappingCompaction: true,
		EnableSharding:              false,
		EnableDelayedCompaction:     false,
		CompactionDelayMaxPercent:   DefaultCompactionDelayMaxPercent,
		CompactionDelay:             time.Duration(0),
		PostingsDecoderFactory:      DefaultPostingsDecoderFactory,
		BlockReloadInterval:         1 * time.Minute,
	}
}

// Options of the DB storage.
type Options struct {
	// staleSeriesCompactionThreshold is same as below option with same name, but is atomic so that we can do live updates without locks.
	// This is the one that must be used by the code.
	staleSeriesCompactionThreshold atomic.Float64

	// Segments (wal files) max size.
	// WALSegmentSize = 0, segment size is default size.
	// WALSegmentSize > 0, segment size is WALSegmentSize.
	// WALSegmentSize < 0, wal is disabled.
	WALSegmentSize int

	// MaxBlockChunkSegmentSize is the max size of block chunk segment files.
	// MaxBlockChunkSegmentSize = 0, chunk segment size is default size.
	// MaxBlockChunkSegmentSize > 0, chunk segment size is MaxBlockChunkSegmentSize.
	MaxBlockChunkSegmentSize int64

	// Duration of persisted data to keep.
	// Unit agnostic as long as unit is consistent with MinBlockDuration and MaxBlockDuration.
	// Typically it is in milliseconds.
	RetentionDuration int64

	// Maximum number of bytes in blocks to be retained.
	// 0 or less means disabled.
	// NOTE: For proper storage calculations need to consider
	// the size of the WAL folder which is not added when calculating
	// the current size of the database.
	MaxBytes int64

	// Maximum % of disk space to use for blocks to be retained.
	// 0 or less means disabled.
	// If both MaxBytes and MaxPercentage are set, percentage prevails.
	MaxPercentage float64

	// NoLockfile disables creation and consideration of a lock file.
	NoLockfile bool

	// WALCompression configures the compression type to use on records in the WAL.
	WALCompression compression.Type

	// Maximum number of CPUs that can simultaneously processes WAL replay.
	// If it is <=0, then GOMAXPROCS is used.
	WALReplayConcurrency int

	// StripeSize is the size in entries of the series hash map. Reducing the size will save memory but impact performance.
	StripeSize int

	// The timestamp range of head blocks after which they get persisted.
	// It's the minimum duration of any persisted block.
	// Unit agnostic as long as unit is consistent with RetentionDuration and MaxBlockDuration.
	// Typically it is in milliseconds.
	MinBlockDuration int64

	// The maximum timestamp range of compacted blocks.
	// Unit agnostic as long as unit is consistent with MinBlockDuration and RetentionDuration.
	// Typically it is in milliseconds.
	MaxBlockDuration int64

	// HeadChunksWriteBufferSize configures the write buffer size used by the head chunks mapper.
	HeadChunksWriteBufferSize int

	// HeadChunksWriteQueueSize configures the size of the chunk write queue used in the head chunks mapper.
	HeadChunksWriteQueueSize int

	// SamplesPerChunk configures the target number of samples per chunk.
	SamplesPerChunk int

	// SeriesLifecycleCallback specifies a list of callbacks that will be called during a lifecycle of a series.
	// It is always a no-op in Prometheus and mainly meant for external users who import TSDB.
	SeriesLifecycleCallback SeriesLifecycleCallback

	// BlocksToDelete is a function which returns the blocks which can be deleted.
	// It is always the default time and size based retention in Prometheus and
	// mainly meant for external users who import TSDB.
	BlocksToDelete BlocksToDeleteFunc

	// Enables the in memory exemplar storage.
	EnableExemplarStorage bool

	// Enables the snapshot of in-memory chunks on shutdown. This makes restarts faster.
	EnableMemorySnapshotOnShutdown bool

	// MaxExemplars sets the size, in # of exemplars stored, of the single circular buffer used to store exemplars in memory.
	// See tsdb/exemplar.go, specifically the CircularExemplarStorage struct and it's constructor NewCircularExemplarStorage.
	MaxExemplars int64

	// Disables isolation between reads and in-flight appends.
	IsolationDisabled bool

	// OutOfOrderTimeWindow specifies how much out of order is allowed, if any.
	// This can change during run-time, so this value from here should only be used
	// while initialising.
	OutOfOrderTimeWindow int64

	// OutOfOrderCapMax is maximum capacity for OOO chunks (in samples).
	// If it is <=0, the default value is assumed.
	OutOfOrderCapMax int64

	// Compaction of overlapping blocks are allowed if EnableOverlappingCompaction is true.
	// This is an optional flag for overlapping blocks.
	// The reason why this flag exists is because there are various users of the TSDB
	// that do not want vertical compaction happening on ingest time. Instead,
	// they'd rather keep overlapping blocks and let another component do the overlapping compaction later.
	EnableOverlappingCompaction bool

	// EnableSharding enables query sharding support in TSDB.
	EnableSharding bool

	// EnableDelayedCompaction, when set to true, assigns a random value to CompactionDelay during DB opening.
	// When set to false, delayed compaction is disabled, unless CompactionDelay is set directly.
	EnableDelayedCompaction bool
	// CompactionDelay delays the start time of auto compactions.
	// It can be increased by up to one minute if the DB does not commit too often.
	CompactionDelay time.Duration
	// CompactionDelayMaxPercent is the upper limit for CompactionDelay, specified as a percentage of the head chunk range.
	CompactionDelayMaxPercent int

	// NewCompactorFunc is a function that returns a TSDB compactor.
	NewCompactorFunc NewCompactorFunc

	// BlockQuerierFunc is a function to return storage.Querier from a BlockReader.
	BlockQuerierFunc BlockQuerierFunc

	// BlockChunkQuerierFunc is a function to return storage.ChunkQuerier from a BlockReader.
	BlockChunkQuerierFunc BlockChunkQuerierFunc

	// PostingsDecoderFactory allows users to customize postings decoders based on BlockMeta.
	// By default, DefaultPostingsDecoderFactory will be used to create raw posting decoder.
	PostingsDecoderFactory PostingsDecoderFactory

	// UseUncachedIO allows bypassing the page cache when appropriate.
	UseUncachedIO bool

	// EnableSTAsZeroSample represents 'created-timestamp-zero-ingestion' feature flag.
	// If true, ST, if non-zero and earlier than sample timestamp, will be stored
	// as a zero sample before the actual sample.
	//
	// The zero sample is best-effort, only debug log on failure is emitted.
	// NOTE(bwplotka): This feature might be deprecated and removed once PROM-60
	// is implemented.
	EnableSTAsZeroSample bool

	// EnableXOR2Encoding enables the XOR2 chunk encoding for float samples.
	// XOR2 provides better compression than XOR, especially for stale markers.
	// Automatically set to true when EnableSTStorage is true.
	EnableXOR2Encoding bool

	// EnableSTStorage determines whether TSDB should write a Start Timestamp (ST)
	// per sample to WAL.
	// TODO(bwplotka): Implement this option as per PROM-60, currently it's noop.
	EnableSTStorage bool

	// EnableMetadataWALRecords represents 'metadata-wal-records' feature flag.
	// NOTE(bwplotka): This feature might be deprecated and removed once PROM-60
	// is implemented.
	EnableMetadataWALRecords bool

	// BlockCompactionExcludeFunc is a function which returns true for blocks that should NOT be compacted.
	// It's passed down to the TSDB compactor.
	BlockCompactionExcludeFunc BlockExcludeFilterFunc

	// BlockReloadInterval is the interval at which blocks are reloaded.
	BlockReloadInterval time.Duration

	// FeatureRegistry is used to register TSDB features.
	FeatureRegistry features.Collector

	// StaleSeriesCompactionThreshold is a number between 0.0-1.0 indicating the % of stale series in
	// the in-memory Head block. If the % of stale series crosses this threshold, stale series compaction is run immediately.
	StaleSeriesCompactionThreshold float64

	// FsSizeFunc is a function returning the total disk size for a given path.
	FsSizeFunc FsSizeFunc

	// EnableFastStartup enables scraping in parallel with WAL replay but with queries still disabled.
	EnableFastStartup bool
}

type NewCompactorFunc func(ctx context.Context, r prometheus.Registerer, l *slog.Logger, ranges []int64, pool chunkenc.Pool, opts *Options) (Compactor, error)

type BlocksToDeleteFunc func(blocks []*Block) map[ulid.ULID]struct{}

type BlockQuerierFunc func(b BlockReader, mint, maxt int64) (storage.Querier, error)

type BlockChunkQuerierFunc func(b BlockReader, mint, maxt int64) (storage.ChunkQuerier, error)

type FsSizeFunc func(path string) uint64

// DB handles reads and writes of time series falling into
// a hashed partition of a seriedb.
type DB struct {
	dir    string
	locker *tsdbutil.DirLocker

	logger         *slog.Logger
	metrics        *dbMetrics
	opts           *Options
	chunkPool      chunkenc.Pool
	compactor      Compactor
	blocksToDelete BlocksToDeleteFunc

	// mtx must be held when modifying the general block layout or lastGarbageCollectedMmapRef.
	mtx    sync.RWMutex
	blocks []*Block

	// The last OOO chunk that was compacted and written to disk. New queriers must not read chunks less
	// than or equal to this reference, as these chunks could be garbage collected at any time.
	lastGarbageCollectedMmapRef chunks.ChunkDiskMapperRef

	head *Head

	compactc chan struct{}
	donec    chan struct{}
	stopc    chan struct{}

	// cmtx ensures that compactions and deletions don't run simultaneously.
	cmtx sync.Mutex

	// autoCompactMtx ensures that no compaction gets triggered while
	// changing the autoCompact var.
	autoCompactMtx sync.Mutex
	autoCompact    bool

	// retentionMtx protects access to retention configuration values that can
	// be updated at runtime through config file changes.
	retentionMtx sync.RWMutex

	// Cancel a running compaction when a shutdown is initiated.
	compactCancel context.CancelFunc

	// timeWhenCompactionDelayStarted helps delay the compactions start time.
	timeWhenCompactionDelayStarted time.Time

	// oooWasEnabled is true if out of order support was enabled at least one time
	// during the time TSDB was up. In which case we need to keep supporting
	// out-of-order compaction and vertical queries.
	oooWasEnabled atomic.Bool

	// lastHeadCompactionTime is the last wall clock time when the head block compaction was started,
	// irrespective of success or failure. This does not include out-of-order compaction and stale series compaction.
	lastHeadCompactionTime time.Time

	writeNotified wlog.WriteNotified

	registerer prometheus.Registerer

	blockQuerierFunc BlockQuerierFunc

	blockChunkQuerierFunc BlockChunkQuerierFunc

	fsSizeFunc FsSizeFunc
}

type dbMetrics struct {
	loadedBlocks                    prometheus.GaugeFunc
	symbolTableSize                 prometheus.GaugeFunc
	reloads                         prometheus.Counter
	reloadsFailed                   prometheus.Counter
	compactionsFailed               prometheus.Counter
	compactionsTriggered            prometheus.Counter
	compactionsSkipped              prometheus.Counter
	sizeRetentionCount              prometheus.Counter
	timeRetentionCount              prometheus.Counter
	startTime                       prometheus.GaugeFunc
	tombCleanTimer                  prometheus.Histogram
	blocksBytes                     prometheus.Gauge
	maxBytes                        prometheus.Gauge
	maxPercentage                   prometheus.Gauge
	retentionDuration               prometheus.Gauge
	staleSeriesCompactionsTriggered prometheus.Counter
	staleSeriesCompactionsFailed    prometheus.Counter
	staleSeriesCompactionDuration   prometheus.Histogram
}

func newDBMetrics(db *DB, r prometheus.Registerer) *dbMetrics {
	m := &dbMetrics{}

	m.loadedBlocks = prometheus.NewGaugeFunc(prometheus.GaugeOpts{
		Name: "prometheus_tsdb_blocks_loaded",
		Help: "Number of currently loaded data blocks",
	}, func() float64 {
		db.mtx.RLock()
		defer db.mtx.RUnlock()
		return float64(len(db.blocks))
	})
	m.symbolTableSize = prometheus.NewGaugeFunc(prometheus.GaugeOpts{
		Name: "prometheus_tsdb_symbol_table_size_bytes",
		Help: "Size of symbol table in memory for loaded blocks",
	}, func() float64 {
		db.mtx.RLock()
		blocks := db.blocks
		db.mtx.RUnlock()
		symTblSize := uint64(0)
		for _, b := range blocks {
			symTblSize += b.GetSymbolTableSize()
		}
		return float64(symTblSize)
	})
	m.reloads = prometheus.NewCounter(prometheus.CounterOpts{
		Name: "prometheus_tsdb_reloads_total",
		Help: "Number of times the database reloaded block data from disk.",
	})
	m.reloadsFailed = prometheus.NewCounter(prometheus.CounterOpts{
		Name: "prometheus_tsdb_reloads_failures_total",
		Help: "Number of times the database failed to reloadBlocks block data from disk.",
	})
	m.compactionsTriggered = prometheus.NewCounter(prometheus.CounterOpts{
		Name: "prometheus_tsdb_compactions_triggered_total",
		Help: "Total number of triggered compactions for the partition.",
	})
	m.compactionsFailed = prometheus.NewCounter(prometheus.CounterOpts{
		Name: "prometheus_tsdb_compactions_failed_total",
		Help: "Total number of compactions that failed for the partition.",
	})
	m.timeRetentionCount = prometheus.NewCounter(prometheus.CounterOpts{
		Name: "prometheus_tsdb_time_retentions_total",
		Help: "The number of times that blocks were deleted because the maximum time limit was exceeded.",
	})
	m.compactionsSkipped = prometheus.NewCounter(prometheus.CounterOpts{
		Name: "prometheus_tsdb_compactions_skipped_total",
		Help: "Total number of skipped compactions due to disabled auto compaction.",
	})
	m.startTime = prometheus.NewGaugeFunc(prometheus.GaugeOpts{
		Name: "prometheus_tsdb_lowest_timestamp",
		Help: "Lowest timestamp value stored in the database. The unit is decided by the library consumer.",
	}, func() float64 {
		db.mtx.RLock()
		defer db.mtx.RUnlock()
		if len(db.blocks) == 0 {
			return float64(db.head.MinTime())
		}
		return float64(db.blocks[0].meta.MinTime)
	})
	m.tombCleanTimer = prometheus.NewHistogram(prometheus.HistogramOpts{
		Name:                            "prometheus_tsdb_tombstone_cleanup_seconds",
		Help:                            "The time taken to recompact blocks to remove tombstones.",
		NativeHistogramBucketFactor:     1.1,
		NativeHistogramMaxBucketNumber:  100,
		NativeHistogramMinResetDuration: 1 * time.Hour,
	})
	m.blocksBytes = prometheus.NewGauge(prometheus.GaugeOpts{
		Name: "prometheus_tsdb_storage_blocks_bytes",
		Help: "The number of bytes that are currently used for local storage by all blocks.",
	})
	m.maxBytes = prometheus.NewGauge(prometheus.GaugeOpts{
		Name: "prometheus_tsdb_retention_limit_bytes",
		Help: "Max number of bytes to be retained in the tsdb blocks, configured 0 means disabled",
	})
	m.maxPercentage = prometheus.NewGauge(prometheus.GaugeOpts{
		Name: "prometheus_tsdb_retention_limit_percentage",
		Help: "Max percentage of total storage space to be retained in the tsdb blocks, configured 0 means disabled",
	})
	m.retentionDuration = prometheus.NewGauge(prometheus.GaugeOpts{
		Name: "prometheus_tsdb_retention_limit_seconds",
		Help: "How long to retain samples in storage.",
	})
	m.sizeRetentionCount = prometheus.NewCounter(prometheus.CounterOpts{
		Name: "prometheus_tsdb_size_retentions_total",
		Help: "The number of times that blocks were deleted because the maximum number of bytes was exceeded.",
	})
	m.staleSeriesCompactionsTriggered = prometheus.NewCounter(prometheus.CounterOpts{
		Name: "prometheus_tsdb_stale_series_compactions_triggered_total",
		Help: "Total number of triggered stale series compactions.",
	})
	m.staleSeriesCompactionsFailed = prometheus.NewCounter(prometheus.CounterOpts{
		Name: "prometheus_tsdb_stale_series_compactions_failed_total",
		Help: "Total number of stale series compactions that failed.",
	})
	m.staleSeriesCompactionDuration = prometheus.NewHistogram(prometheus.HistogramOpts{
		Name:                            "prometheus_tsdb_stale_series_compaction_duration_seconds",
		Help:                            "Duration of stale series compaction runs.",
		Buckets:                         prometheus.ExponentialBuckets(1, 2, 14),
		NativeHistogramBucketFactor:     1.1,
		NativeHistogramMaxBucketNumber:  100,
		NativeHistogramMinResetDuration: 1 * time.Hour,
	})

	if r != nil {
		r.MustRegister(
			m.loadedBlocks,
			m.symbolTableSize,
			m.reloads,
			m.reloadsFailed,
			m.compactionsFailed,
			m.compactionsTriggered,
			m.compactionsSkipped,
			m.sizeRetentionCount,
			m.timeRetentionCount,
			m.startTime,
			m.tombCleanTimer,
			m.blocksBytes,
			m.maxBytes,
			m.maxPercentage,
			m.retentionDuration,
			m.staleSeriesCompactionsTriggered,
			m.staleSeriesCompactionsFailed,
			m.staleSeriesCompactionDuration,
		)
	}
	return m
}

// DBStats contains statistics about the DB separated by component (eg. head).
// They are available before the DB has finished initializing.
type DBStats struct {
	Head *HeadStats
}

// NewDBStats returns a new DBStats object initialized using the
// new function from each component.
func NewDBStats() *DBStats {
	return &DBStats{
		Head: NewHeadStats(),
	}
}

// ErrClosed is returned when the db is closed.
var ErrClosed = errors.New("db already closed")

// DBReadOnly provides APIs for read only operations on a database.
// Current implementation doesn't support concurrency so
// all API calls should happen in the same go routine.
type DBReadOnly struct {
	logger     *slog.Logger
	dir        string
	sandboxDir string
	closers    []io.Closer
	closed     chan struct{}
}

// OpenDBReadOnly opens DB in the given directory for read only operations.
func OpenDBReadOnly(dir, sandboxDirRoot string, l *slog.Logger) (*DBReadOnly, error) {
	if _, err := os.Stat(dir); err != nil {
		return nil, fmt.Errorf("opening the db dir: %w", err)
	}

	if sandboxDirRoot == "" {
		sandboxDirRoot = dir
	}
	sandboxDir, err := os.MkdirTemp(sandboxDirRoot, "tmp_dbro_sandbox")
	if err != nil {
		return nil, fmt.Errorf("setting up sandbox dir: %w", err)
	}

	if l == nil {
		l = promslog.NewNopLogger()
	}

	return &DBReadOnly{
		logger:     l,
		dir:        dir,
		sandboxDir: sandboxDir,
		closed:     make(chan struct{}),
	}, nil
}

// FlushWAL creates a new block containing all data that's currently in the memory buffer/WAL.
// Samples that are in existing blocks will not be written to the new block.
// Note that if the read only database is running concurrently with a
// writable database then writing the WAL to the database directory can race.
func (db *DBReadOnly) FlushWAL(dir string) (returnErr error) {
	blockReaders, err := db.Blocks()
	if err != nil {
		return fmt.Errorf("read blocks: %w", err)
	}
	maxBlockTime := int64(math.MinInt64)
	if len(blockReaders) > 0 {
		maxBlockTime = blockReaders[len(blockReaders)-1].Meta().MaxTime
	}
	w, err := wlog.Open(db.logger, filepath.Join(db.dir, "wal"))
	if err != nil {
		return err
	}
	var wbl *wlog.WL
	wblDir := filepath.Join(db.dir, wlog.WblDirName)
	if _, err := os.Stat(wblDir); !os.IsNotExist(err) {
		wbl, err = wlog.Open(db.logger, wblDir)
		if err != nil {
			return err
		}
	}
	opts := DefaultHeadOptions()
	opts.ChunkDirRoot = db.dir
	head, err := NewHead(nil, db.logger, w, wbl, opts, NewHeadStats())
	if err != nil {
		return err
	}
	defer func() {
		if err := head.Close(); err != nil {
			returnErr = errors.Join(returnErr, fmt.Errorf("closing Head: %w", err))
		}
	}()
	// Set the min valid time for the ingested wal samples
	// to be no lower than the maxt of the last block.
	if err := head.Init(maxBlockTime); err != nil {
		return fmt.Errorf("read WAL: %w", err)
	}
	mint := head.MinTime()
	maxt := head.MaxTime()
	rh := NewRangeHead(head, mint, maxt)
	compactor, err := NewLeveledCompactor(
		context.Background(),
		nil,
		db.logger,
		ExponentialBlockRanges(DefaultOptions().MinBlockDuration, 3, 5),
		chunkenc.NewPool(), nil,
	)
	if err != nil {
		return fmt.Errorf("create leveled compactor: %w", err)
	}
	// Add +1 millisecond to block maxt because block intervals are half-open: [b.MinTime, b.MaxTime).
	// Because of this block intervals are always +1 than the total samples it includes.
	_, err = compactor.Write(dir, rh, mint, maxt+1, nil)
	if err != nil {
		return fmt.Errorf("writing WAL: %w", err)
	}
	return nil
}

func (db *DBReadOnly) loadDataAsQueryable(maxt int64) (storage.SampleAndChunkQueryable, error) {
	select {
	case <-db.closed:
		return nil, ErrClosed
	default:
	}
	blockReaders, err := db.Blocks()
	if err != nil {
		return nil, err
	}
	blocks := make([]*Block, len(blockReaders))
	for i, b := range blockReaders {
		b, ok := b.(*Block)
		if !ok {
			return nil, errors.New("unable to convert a read only block to a normal block")
		}
		blocks[i] = b
	}

	opts := DefaultHeadOptions()
	// Hard link the chunk files to a dir in db.sandboxDir in case the Head needs to truncate some of them
	// or cut new ones while replaying the WAL.
	// See https://github.com/prometheus/prometheus/issues/11618.
	err = chunks.HardLinkChunkFiles(mmappedChunksDir(db.dir), mmappedChunksDir(db.sandboxDir))
	if err != nil {
		return nil, err
	}
	opts.ChunkDirRoot = db.sandboxDir
	head, err := NewHead(nil, db.logger, nil, nil, opts, NewHeadStats())
	if err != nil {
		return nil, err
	}
	maxBlockTime := int64(math.MinInt64)
	if len(blocks) > 0 {
		maxBlockTime = blocks[len(blocks)-1].Meta().MaxTime
	}

	// Also add the WAL if the current blocks don't cover the requests time range.
	if maxBlockTime <= maxt {
		if err := head.Close(); err != nil {
			return nil, err
		}
		w, err := wlog.Open(db.logger, filepath.Join(db.dir, "wal"))
		if err != nil {
			return nil, err
		}
		var wbl *wlog.WL
		wblDir := filepath.Join(db.dir, wlog.WblDirName)
		if _, err := os.Stat(wblDir); !os.IsNotExist(err) {
			wbl, err = wlog.Open(db.logger, wblDir)
			if err != nil {
				return nil, err
			}
		}
		opts := DefaultHeadOptions()
		opts.ChunkDirRoot = db.sandboxDir
		head, err = NewHead(nil, db.logger, w, wbl, opts, NewHeadStats())
		if err != nil {
			return nil, err
		}
		// Set the min valid time for the ingested wal samples
		// to be no lower than the maxt of the last block.
		if err := head.Init(maxBlockTime); err != nil {
			return nil, fmt.Errorf("read WAL: %w", err)
		}
		// Set the wal and the wbl to nil to disable related operations.
		// This is mainly to avoid blocking when closing the head.
		head.wal = nil
		head.wbl = nil
	}

	db.closers = append(db.closers, head)
	return &DB{
		dir:                   db.dir,
		logger:                db.logger,
		blocks:                blocks,
		head:                  head,
		blockQuerierFunc:      NewBlockQuerier,
		blockChunkQuerierFunc: NewBlockChunkQuerier,
		fsSizeFunc:            prom_runtime.FsSize,
	}, nil
}

// Querier loads the blocks and wal and returns a new querier over the data partition for the given time range.
// Current implementation doesn't support multiple Queriers.
func (db *DBReadOnly) Querier(mint, maxt int64) (storage.Querier, error) {
	q, err := db.loadDataAsQueryable(maxt)
	if err != nil {
		return nil, err
	}
	return q.Querier(mint, maxt)
}

// ChunkQuerier loads blocks and the wal and returns a new chunk querier over the data partition for the given time range.
// Current implementation doesn't support multiple ChunkQueriers.
func (db *DBReadOnly) ChunkQuerier(mint, maxt int64) (storage.ChunkQuerier, error) {
	q, err := db.loadDataAsQueryable(maxt)
	if err != nil {
		return nil, err
	}
	return q.ChunkQuerier(mint, maxt)
}

// Blocks returns a slice of block readers for persisted blocks.
func (db *DBReadOnly) Blocks() ([]BlockReader, error) {
	select {
	case <-db.closed:
		return nil, ErrClosed
	default:
	}
	loadable, corrupted, err := openBlocks(db.logger, db.dir, nil, nil, DefaultPostingsDecoderFactory)
	if err != nil {
		return nil, err
	}

	// Corrupted blocks that have been superseded by a loadable block can be safely ignored.
	for _, block := range loadable {
		for _, b := range block.Meta().Compaction.Parents {
			delete(corrupted, b.ULID)
		}
	}
	if len(corrupted) > 0 {
		for _, b := range loadable {
			if err := b.Close(); err != nil {
				db.logger.Warn("Closing block failed", "err", err, "block", b)
			}
		}
		var errs []error
		for ulid, err := range corrupted {
			if err != nil {
				errs = append(errs, fmt.Errorf("corrupted block %s: %w", ulid.String(), err))
			}
		}
		return nil, errors.Join(errs...)
	}

	if len(loadable) == 0 {
		return nil, nil
	}

	slices.SortFunc(loadable, func(a, b *Block) int {
		switch {
		case a.Meta().MinTime < b.Meta().MinTime:
			return -1
		case a.Meta().MinTime > b.Meta().MinTime:
			return 1
		default:
			return 0
		}
	})

	blockMetas := make([]BlockMeta, 0, len(loadable))
	for _, b := range loadable {
		blockMetas = append(blockMetas, b.Meta())
	}
	if overlaps := OverlappingBlocks(blockMetas); len(overlaps) > 0 {
		db.logger.Warn("Overlapping blocks found during opening", "detail", overlaps.String())
	}

	// Close all previously open readers and add the new ones to the cache.
	for _, closer := range db.closers {
		closer.Close()
	}

	blockClosers := make([]io.Closer, len(loadable))
	blockReaders := make([]BlockReader, len(loadable))
	for i, b := range loadable {
		blockClosers[i] = b
		blockReaders[i] = b
	}
	db.closers = blockClosers

	return blockReaders, nil
}

// LastBlockID returns the BlockID of latest block.
func (db *DBReadOnly) LastBlockID() (string, error) {
	entries, err := os.ReadDir(db.dir)
	if err != nil {
		return "", err
	}

	maxT := uint64(0)

	lastBlockID := ""

	for _, e := range entries {
		// Check if dir is a block dir or not.
		dirName := e.Name()
		ulidObj, err := ulid.ParseStrict(dirName)
		if err != nil {
			continue // Not a block dir.
		}
		timestamp := ulidObj.Time()
		if timestamp > maxT {
			maxT = timestamp
			lastBlockID = dirName
		}
	}

	if lastBlockID == "" {
		return "", errors.New("no blocks found")
	}

	return lastBlockID, nil
}

// Block returns a block reader by given block id.
func (db *DBReadOnly) Block(blockID string, postingsDecoderFactory PostingsDecoderFactory) (BlockReader, error) {
	select {
	case <-db.closed:
		return nil, ErrClosed
	default:
	}

	_, err := os.Stat(filepath.Join(db.dir, blockID))
	if os.IsNotExist(err) {
		return nil, fmt.Errorf("invalid block ID %s", blockID)
	}

	block, err := OpenBlock(db.logger, filepath.Join(db.dir, blockID), nil, postingsDecoderFactory)
	if err != nil {
		return nil, err
	}
	db.closers = append(db.closers, block)

	return block, nil
}

// Close all block readers and delete the sandbox dir.
func (db *DBReadOnly) Close() error {
	defer func() {
		// Delete the temporary sandbox directory that was created when opening the DB.
		if err := os.RemoveAll(db.sandboxDir); err != nil {
			db.logger.Error("delete sandbox dir", "err", err)
		}
	}()
	select {
	case <-db.closed:
		return ErrClosed
	default:
	}
	close(db.closed)

	return closeAll(db.closers)
}

// Open returns a new DB in the given directory. If options are empty, DefaultOptions will be used.
func Open(dir string, l *slog.Logger, r prometheus.Registerer, opts *Options, stats *DBStats) (db *DB, err error) {
	var rngs []int64
	opts, rngs = validateOpts(opts, nil)

	// Register TSDB features if a registry is provided.
	if opts.FeatureRegistry != nil {
		opts.FeatureRegistry.Set(features.TSDB, "exemplar_storage", opts.EnableExemplarStorage)
		opts.FeatureRegistry.Set(features.TSDB, "delayed_compaction", opts.EnableDelayedCompaction)
		opts.FeatureRegistry.Set(features.TSDB, "isolation", !opts.IsolationDisabled)
		opts.FeatureRegistry.Set(features.TSDB, "use_uncached_io", opts.UseUncachedIO)
		opts.FeatureRegistry.Enable(features.TSDB, "native_histograms")
		opts.FeatureRegistry.Set(features.TSDB, "st_storage", opts.EnableSTStorage)
		opts.FeatureRegistry.Set(features.TSDB, "xor2_encoding", opts.EnableXOR2Encoding)
	}

	return open(dir, l, r, opts, rngs, stats)
}

func validateOpts(opts *Options, rngs []int64) (*Options, []int64) {
	if opts == nil {
		opts = DefaultOptions()
	}
	if opts.StripeSize <= 0 {
		opts.StripeSize = DefaultStripeSize
	}
	if opts.HeadChunksWriteBufferSize <= 0 {
		opts.HeadChunksWriteBufferSize = chunks.DefaultWriteBufferSize
	}
	if opts.HeadChunksWriteQueueSize < 0 {
		opts.HeadChunksWriteQueueSize = chunks.DefaultWriteQueueSize
	}
	if opts.SamplesPerChunk <= 0 {
		opts.SamplesPerChunk = DefaultSamplesPerChunk
	}
	if opts.MaxBlockChunkSegmentSize <= 0 {
		opts.MaxBlockChunkSegmentSize = chunks.DefaultChunkSegmentSize
	}
	if opts.MinBlockDuration <= 0 {
		opts.MinBlockDuration = DefaultBlockDuration
	}
	if opts.MinBlockDuration > opts.MaxBlockDuration {
		opts.MaxBlockDuration = opts.MinBlockDuration
	}
	if opts.OutOfOrderCapMax <= 0 {
		opts.OutOfOrderCapMax = DefaultOutOfOrderCapMax
	}
	if opts.OutOfOrderTimeWindow < 0 {
		opts.OutOfOrderTimeWindow = 0
	}
	if opts.BlockReloadInterval < 1*time.Second {
		opts.BlockReloadInterval = 1 * time.Second
	}

	if len(rngs) == 0 {
		// Start with smallest block duration and create exponential buckets until the exceed the
		// configured maximum block duration.
		rngs = ExponentialBlockRanges(opts.MinBlockDuration, 10, 3)
	}

	opts.staleSeriesCompactionThreshold.Store(opts.StaleSeriesCompactionThreshold)
	return opts, rngs
}

// open returns a new DB in the given directory.
// It initializes the lockfile, WAL, compactor, and Head (by replaying the WAL), and runs the database.
// It is not safe to open more than one DB in the same directory.
func open(dir string, l *slog.Logger, r prometheus.Registerer, opts *Options, rngs []int64, stats *DBStats) (_ *DB, returnedErr error) {
	if err := os.MkdirAll(dir, 0o777); err != nil {
		return nil, err
	}
	if l == nil {
		l = promslog.NewNopLogger()
	}
	if stats == nil {
		stats = NewDBStats()
	}

	for i, v := range rngs {
		if v > opts.MaxBlockDuration {
			rngs = rngs[:i]
			break
		}
	}

	// Fixup bad format written by Prometheus 2.1.
	if err := repairBadIndexVersion(l, dir); err != nil {
		return nil, fmt.Errorf("repair bad index version: %w", err)
	}

	walDir := filepath.Join(dir, "wal")
	wblDir := filepath.Join(dir, wlog.WblDirName)

	for _, tmpDir := range []string{walDir, dir} {
		// Remove tmp dirs.
		if err := tsdbutil.RemoveTmpDirs(l, tmpDir, isTmpDir); err != nil {
			return nil, fmt.Errorf("remove tmp dirs: %w", err)
		}
		// Remove any temporary checkpoints that might have been interrupted during creation.
		if err := wlog.DeleteTempCheckpoints(l, tmpDir); err != nil {
			return nil, fmt.Errorf("delete temp checkpoints: %w", err)
		}
	}

	db := &DB{
		dir:            dir,
		logger:         l,
		opts:           opts,
		compactc:       make(chan struct{}, 1),
		donec:          make(chan struct{}),
		stopc:          make(chan struct{}),
		autoCompact:    true,
		chunkPool:      chunkenc.NewPool(),
		blocksToDelete: opts.BlocksToDelete,
		registerer:     r,
	}
	defer func() {
		// Close files if startup fails somewhere.
		if returnedErr == nil {
			return
		}

		close(db.donec) // DB is never run if it was an error, so close this channel here.
		if err := db.Close(); err != nil {
			returnedErr = errors.Join(returnedErr, fmt.Errorf("close DB after failed startup: %w", err))
		}
	}()

	if db.blocksToDelete == nil {
		db.blocksToDelete = DefaultBlocksToDelete(db)
	}

	var err error
	db.locker, err = tsdbutil.NewDirLocker(dir, "tsdb", db.logger, r)
	if err != nil {
		return nil, err
	}
	if !opts.NoLockfile {
		if err := db.locker.Lock(); err != nil {
			return nil, err
		}
	}

	ctx, cancel := context.WithCancel(context.Background())
	if opts.NewCompactorFunc != nil {
		db.compactor, err = opts.NewCompactorFunc(ctx, r, l, rngs, db.chunkPool, opts)
	} else {
		db.compactor, err = NewLeveledCompactorWithOptions(ctx, r, l, rngs, db.chunkPool, LeveledCompactorOptions{
			MaxBlockChunkSegmentSize:    opts.MaxBlockChunkSegmentSize,
			EnableOverlappingCompaction: opts.EnableOverlappingCompaction,
			PD:                          opts.PostingsDecoderFactory,
			UseUncachedIO:               opts.UseUncachedIO,
			BlockExcludeFilter:          opts.BlockCompactionExcludeFunc,
		})
	}
	if err != nil {
		cancel()
		return nil, fmt.Errorf("create compactor: %w", err)
	}
	db.compactCancel = cancel

	if opts.BlockQuerierFunc == nil {
		db.blockQuerierFunc = NewBlockQuerier
	} else {
		db.blockQuerierFunc = opts.BlockQuerierFunc
	}

	if opts.BlockChunkQuerierFunc == nil {
		db.blockChunkQuerierFunc = NewBlockChunkQuerier
	} else {
		db.blockChunkQuerierFunc = opts.BlockChunkQuerierFunc
	}

	if opts.FsSizeFunc == nil {
		db.fsSizeFunc = prom_runtime.FsSize
	} else {
		db.fsSizeFunc = opts.FsSizeFunc
	}

	var wal, wbl *wlog.WL
	segmentSize := wlog.DefaultSegmentSize
	// Wal is enabled.
	if opts.WALSegmentSize >= 0 {
		// Wal is set to a custom size.
		if opts.WALSegmentSize > 0 {
			segmentSize = opts.WALSegmentSize
		}
		wal, err = wlog.NewSize(l, r, walDir, segmentSize, opts.WALCompression)
		if err != nil {
			return nil, err
		}
		// Check if there is a WBL on disk, in which case we should replay that data.
		wblSize, err := fileutil.DirSize(wblDir)
		if err != nil && !os.IsNotExist(err) {
			return nil, err
		}
		if opts.OutOfOrderTimeWindow > 0 || wblSize > 0 {
			wbl, err = wlog.NewSize(l, r, wblDir, segmentSize, opts.WALCompression)
			if err != nil {
				return nil, err
			}
		}
	}
	db.oooWasEnabled.Store(opts.OutOfOrderTimeWindow > 0)
	headOpts := DefaultHeadOptions()
	headOpts.ChunkRange = rngs[0]
	headOpts.ChunkDirRoot = dir
	headOpts.ChunkPool = db.chunkPool
	headOpts.ChunkWriteBufferSize = opts.HeadChunksWriteBufferSize
	headOpts.ChunkWriteQueueSize = opts.HeadChunksWriteQueueSize
	headOpts.SamplesPerChunk = opts.SamplesPerChunk
	headOpts.StripeSize = opts.StripeSize
	headOpts.SeriesCallback = opts.SeriesLifecycleCallback
	headOpts.EnableExemplarStorage = opts.EnableExemplarStorage
	headOpts.MaxExemplars.Store(opts.MaxExemplars)
	headOpts.EnableMemorySnapshotOnShutdown = opts.EnableMemorySnapshotOnShutdown
	headOpts.OutOfOrderTimeWindow.Store(opts.OutOfOrderTimeWindow)
	headOpts.OutOfOrderCapMax.Store(opts.OutOfOrderCapMax)
	headOpts.EnableSharding = opts.EnableSharding
	headOpts.EnableSTAsZeroSample = opts.EnableSTAsZeroSample
	headOpts.EnableSTStorage.Store(opts.EnableSTStorage)
	headOpts.EnableXOR2Encoding.Store(opts.EnableXOR2Encoding)
	headOpts.EnableMetadataWALRecords = opts.EnableMetadataWALRecords
	headOpts.EnableFastStartup = opts.EnableFastStartup
	if opts.WALReplayConcurrency > 0 {
		headOpts.WALReplayConcurrency = opts.WALReplayConcurrency
	}
	if opts.IsolationDisabled {
		// We only override this flag if isolation is disabled at DB level. We use the default otherwise.
		headOpts.IsolationDisabled = opts.IsolationDisabled
	}
	db.head, err = NewHead(r, l, wal, wbl, headOpts, stats.Head)
	if err != nil {
		return nil, err
	}
	db.head.writeNotified = db.writeNotified

	// Register metrics after assigning the head block.
	db.metrics = newDBMetrics(db, r)
	maxBytes := max(opts.MaxBytes, 0)
	db.metrics.maxBytes.Set(float64(maxBytes))
	db.metrics.maxPercentage.Set(max(opts.MaxPercentage, 0))
	db.metrics.retentionDuration.Set((time.Duration(opts.RetentionDuration) * time.Millisecond).Seconds())

	// Calling db.reload() calls db.reloadBlocks() which requires cmtx to be locked.
	db.cmtx.Lock()
	if err := db.reload(); err != nil {
		db.cmtx.Unlock()
		return nil, err
	}
	db.cmtx.Unlock()

	// Set the min valid time for the ingested samples
	// to be no lower than the maxt of the last block.
	minValidTime := int64(math.MinInt64)
	// We do not consider blocks created from out-of-order samples for Head's minValidTime
	// since minValidTime is only for the in-order data and we do not want to discard unnecessary
	// samples from the Head.
	inOrderMaxTime, ok := db.inOrderBlocksMaxTime()
	if ok {
		minValidTime = inOrderMaxTime
	}

	if initErr := db.head.Init(minValidTime); initErr != nil {
		db.head.metrics.walCorruptionsTotal.Inc()
		var e *errLoadWbl
		if errors.As(initErr, &e) {
			db.logger.Warn("Encountered WBL read error, attempting repair", "err", initErr)
			if err := wbl.Repair(e.err); err != nil {
				return nil, fmt.Errorf("repair corrupted WBL: %w", err)
			}
			db.logger.Info("Successfully repaired WBL")
		} else {
			db.logger.Warn("Encountered WAL read error, attempting repair", "err", initErr)
			if err := wal.Repair(initErr); err != nil {
				return nil, fmt.Errorf("repair corrupted WAL: %w", err)
			}
			db.logger.Info("Successfully repaired WAL")
		}
	}

	if db.head.MinOOOTime() != int64(math.MaxInt64) {
		// Some OOO data was replayed from the disk that needs compaction and cleanup.
		db.oooWasEnabled.Store(true)
	}

	if opts.EnableDelayedCompaction {
		opts.CompactionDelay = db.generateCompactionDelay()
	}

	go db.run(ctx)

	return db, nil
}

// StartTime implements the Storage interface.
func (db *DB) StartTime() (int64, error) {
	db.mtx.RLock()
	defer db.mtx.RUnlock()

	if len(db.blocks) > 0 {
		return db.blocks[0].Meta().MinTime, nil
	}
	return db.head.MinTime(), nil
}

// Dir returns the directory of the database.
func (db *DB) Dir() string {
	return db.dir
}

// BlockMetas returns the list of metadata for all blocks.
func (db *DB) BlockMetas() []BlockMeta {
	blocks := db.Blocks()
	metas := make([]BlockMeta, 0, len(blocks))
	for _, b := range blocks {
		metas = append(metas, b.Meta())
	}
	return metas
}

func (db *DB) run(ctx context.Context) {
	defer close(db.donec)

	backoff := time.Duration(0)

	for {
		select {
		case <-db.stopc:
			return
		case <-time.After(backoff):
		}

		select {
		case <-time.After(db.opts.BlockReloadInterval):
			db.cmtx.Lock()
			if err := db.reloadBlocks(); err != nil {
				db.logger.Error("reloadBlocks", "err", err)
			}
			db.cmtx.Unlock()

			select {
			case db.compactc <- struct{}{}:
			default:
			}
			// We attempt mmapping of head chunks regularly.
			db.head.mmapHeadChunks()

			numStaleSeries, numSeries := db.Head().NumStaleSeries(), db.Head().NumSeries()
			if db.autoCompact && numSeries > 0 && db.opts.staleSeriesCompactionThreshold.Load() > 0 {
				staleSeriesRatio := float64(numStaleSeries) / float64(numSeries)
				if staleSeriesRatio >= db.opts.staleSeriesCompactionThreshold.Load() {
					nextCompactionIsSoon := false
					if !db.lastHeadCompactionTime.IsZero() {
						compactionInterval := time.Duration(db.head.chunkRange.Load()) * time.Millisecond
						nextEstimatedCompactionTime := db.lastHeadCompactionTime.Add(compactionInterval)
						if time.Now().Add(10 * time.Minute).After(nextEstimatedCompactionTime) {
							// Next compaction is starting within next 10 mins.
							nextCompactionIsSoon = true
						}
					}

					if !nextCompactionIsSoon {
						if err := db.CompactStaleHead(); err != nil {
							db.logger.Error("immediate stale series compaction failed", "err", err)
						}
					}
				}
			}

		case <-db.compactc:
			db.metrics.compactionsTriggered.Inc()

			db.autoCompactMtx.Lock()
			if db.autoCompact {
				if err := db.Compact(ctx); err != nil {
					db.logger.Error("compaction failed", "err", err)
					backoff = exponential(backoff, 1*time.Second, 1*time.Minute)
				} else {
					backoff = 0
				}
			} else {
				db.metrics.compactionsSkipped.Inc()
			}
			db.autoCompactMtx.Unlock()
		case <-db.stopc:
			return
		}
	}
}

// Appender opens a new Appender against the database.
func (db *DB) Appender(ctx context.Context) storage.Appender {
	return dbAppender{db: db, Appender: db.head.Appender(ctx)}
}

// AppenderV2 opens a new AppenderV2 against the database.
func (db *DB) AppenderV2(ctx context.Context) storage.AppenderV2 {
	return dbAppenderV2{db: db, AppenderV2: db.head.AppenderV2(ctx)}
}

// ApplyConfig applies a new config to the DB.
// Behaviour of 'OutOfOrderTimeWindow' is as follows:
// OOO enabled = oooTimeWindow > 0. OOO disabled = oooTimeWindow is 0.
// 1) Before: OOO disabled, Now: OOO enabled =>
//   - A new WBL is created for the head block.
//   - OOO compaction is enabled.
//   - Overlapping queries are enabled.
//
// 2) Before: OOO enabled, Now: OOO enabled =>
//   - Only the time window is updated.
//
// 3) Before: OOO enabled, Now: OOO disabled =>
//   - Time Window set to 0. So no new OOO samples will be allowed.
//   - OOO WBL will stay and will be eventually cleaned up.
//   - OOO Compaction and overlapping queries will remain enabled until a restart or until all OOO samples are compacted.
//
// 4) Before: OOO disabled, Now: OOO disabled => no-op.
func (db *DB) ApplyConfig(conf *config.Config) error {
	oooTimeWindow := int64(0)
	if conf.StorageConfig.TSDBConfig != nil {
		oooTimeWindow = conf.StorageConfig.TSDBConfig.OutOfOrderTimeWindow
		db.opts.staleSeriesCompactionThreshold.Store(conf.StorageConfig.TSDBConfig.StaleSeriesCompactionThreshold)
		// Update retention configuration if provided.
		if conf.StorageConfig.TSDBConfig.Retention != nil {
			db.retentionMtx.Lock()
			db.opts.RetentionDuration = int64(time.Duration(conf.StorageConfig.TSDBConfig.Retention.Time) / time.Millisecond)
			db.metrics.retentionDuration.Set((time.Duration(db.opts.RetentionDuration) * time.Millisecond).Seconds())
			db.opts.MaxBytes = int64(conf.StorageConfig.TSDBConfig.Retention.Size)
			db.metrics.maxBytes.Set(float64(db.opts.MaxBytes))
			db.opts.MaxPercentage = conf.StorageConfig.TSDBConfig.Retention.Percentage
			db.metrics.maxPercentage.Set(db.opts.MaxPercentage)
			db.retentionMtx.Unlock()
		}
	} else {
		db.opts.staleSeriesCompactionThreshold.Store(0)
	}
	if oooTimeWindow < 0 {
		oooTimeWindow = 0
	}

	// Create WBL if it was not present and if OOO is enabled with WAL enabled.
	var wblog *wlog.WL
	var err error
	switch {
	case db.head.wbl != nil:
		// The existing WBL from the disk might have been replayed while OOO was disabled.
		wblog = db.head.wbl
	case !db.oooWasEnabled.Load() && oooTimeWindow > 0 && db.opts.WALSegmentSize >= 0:
		segmentSize := wlog.DefaultSegmentSize
		// Wal is set to a custom size.
		if db.opts.WALSegmentSize > 0 {
			segmentSize = db.opts.WALSegmentSize
		}
		oooWalDir := filepath.Join(db.dir, wlog.WblDirName)
		wblog, err = wlog.NewSize(db.logger, db.registerer, oooWalDir, segmentSize, db.opts.WALCompression)
		if err != nil {
			return err
		}
	}

	db.opts.OutOfOrderTimeWindow = oooTimeWindow
	db.head.ApplyConfig(conf, wblog)

	if !db.oooWasEnabled.Load() {
		db.oooWasEnabled.Store(oooTimeWindow > 0)
	}
	return nil
}

// getRetentionDuration returns the current retention duration in a thread-safe manner.
func (db *DB) getRetentionDuration() int64 {
	db.retentionMtx.RLock()
	defer db.retentionMtx.RUnlock()
	return db.opts.RetentionDuration
}

// getRetentionSettings returns max bytes and max percentage settings in a thread-safe manner.
func (db *DB) getRetentionSettings() (int64, float64) {
	db.retentionMtx.RLock()
	defer db.retentionMtx.RUnlock()
	return db.opts.MaxBytes, db.opts.MaxPercentage
}

// dbAppender wraps the DB's head appender and triggers compactions on commit
// if necessary.
type dbAppender struct {
	storage.Appender
	db *DB
}

var _ storage.GetRef = dbAppender{}

func (a dbAppender) GetRef(lset labels.Labels, hash uint64) (storage.SeriesRef, labels.Labels) {
	if g, ok := a.Appender.(storage.GetRef); ok {
		return g.GetRef(lset, hash)
	}
	return 0, labels.EmptyLabels()
}

func (a dbAppender) Commit() error {
	err := a.Appender.Commit()

	// We could just run this check every few minutes practically. But for benchmarks
	// and high frequency use cases this is the safer way.
	if a.db.head.compactable() {
		select {
		case a.db.compactc <- struct{}{}:
		default:
		}
	}
	return err
}

// dbAppenderV2 wraps the DB's head appender and triggers compactions on commit
// if necessary.
type dbAppenderV2 struct {
	storage.AppenderV2
	db *DB
}

var _ storage.GetRef = dbAppenderV2{}

func (a dbAppenderV2) GetRef(lset labels.Labels, hash uint64) (storage.SeriesRef, labels.Labels) {
	if g, ok := a.AppenderV2.(storage.GetRef); ok {
		return g.GetRef(lset, hash)
	}
	return 0, labels.EmptyLabels()
}

func (a dbAppenderV2) Commit() error {
	err := a.AppenderV2.Commit()

	// We could just run this check every few minutes practically. But for benchmarks
	// and high frequency use cases this is the safer way.
	if a.db.head.compactable() {
		select {
		case a.db.compactc <- struct{}{}:
		default:
		}
	}
	return err
}

// waitingForCompactionDelay returns true if the DB is waiting for the Head compaction delay.
// This doesn't guarantee that the Head is really compactable.
func (db *DB) waitingForCompactionDelay() bool {
	return time.Since(db.timeWhenCompactionDelayStarted) < db.opts.CompactionDelay
}

// Compact data if possible. After successful compaction blocks are reloaded
// which will also delete the blocks that fall out of the retention window.
// Old blocks are only deleted on reloadBlocks based on the new block's parent information.
// See DB.reloadBlocks documentation for further information.
func (db *DB) Compact(ctx context.Context) (returnErr error) {
	db.cmtx.Lock()
	defer db.cmtx.Unlock()
	defer func() {
		if returnErr != nil && !errors.Is(returnErr, context.Canceled) {
			// If we got an error because context was canceled then we're most likely
			// shutting down TSDB and we don't need to report this on metrics
			db.metrics.compactionsFailed.Inc()
		}
	}()

	lastBlockMaxt := int64(math.MinInt64)
	defer func() {
		if err := db.head.truncateWAL(lastBlockMaxt); err != nil {
			returnErr = errors.Join(returnErr, fmt.Errorf("WAL truncation in Compact defer: %w", err))
		}
	}()

	start := time.Now()
	// Check whether we have pending head blocks that are ready to be persisted.
	// They have the highest priority.
	for {
		select {
		case <-db.stopc:
			return nil
		default:
		}

		if !db.head.compactable() {
			// Reset the counter once the head compactions are done.
			// This would also reset it if a manual compaction was triggered while the auto compaction was in its delay period.
			if !db.timeWhenCompactionDelayStarted.IsZero() {
				db.timeWhenCompactionDelayStarted = time.Time{}
			}
			break
		}

		if db.timeWhenCompactionDelayStarted.IsZero() {
			// Start counting for the delay.
			db.timeWhenCompactionDelayStarted = time.Now()
		}
		if db.waitingForCompactionDelay() {
			break
		}
		mint := db.head.MinTime()
		maxt := rangeForTimestamp(mint, db.head.chunkRange.Load())

		// Wrap head into a range that bounds all reads to it.
		// We remove 1 millisecond from maxt because block
		// intervals are half-open: [b.MinTime, b.MaxTime). But
		// chunk intervals are closed: [c.MinTime, c.MaxTime];
		// so in order to make sure that overlaps are evaluated
		// consistently, we explicitly remove the last value
		// from the block interval here.
		rh := NewRangeHeadWithIsolationDisabled(db.head, mint, maxt-1)

		// Compaction runs with isolation disabled, because head.compactable()
		// ensures that maxt is more than chunkRange/2 back from now, and
		// head.appendableMinValidTime() ensures that no new appends can start within the compaction range.
		// We do need to wait for any overlapping appenders that started previously to finish.
		db.head.WaitForAppendersOverlapping(rh.MaxTime())

		if err := db.compactHead(rh); err != nil {
			return fmt.Errorf("compact head: %w", err)
		}
		// Consider only successful compactions for WAL truncation.
		lastBlockMaxt = maxt
	}

	// Clear some disk space before compacting blocks, especially important
	// when Head compaction happened over a long time range.
	if err := db.head.truncateWAL(lastBlockMaxt); err != nil {
		return fmt.Errorf("WAL truncation in Compact: %w", err)
	}

	compactionDuration := time.Since(start)
	if compactionDuration.Milliseconds() > db.head.chunkRange.Load() {
		db.logger.Warn(
			"Head compaction took longer than the block time range, compactions are falling behind and won't be able to catch up",
			"duration", compactionDuration.String(),
			"block_range", db.head.chunkRange.Load(),
		)
	}

	if lastBlockMaxt != math.MinInt64 {
		// The head was compacted, so we compact OOO head as well.
		if err := db.compactOOOHead(ctx); err != nil {
			return fmt.Errorf("compact ooo head: %w", err)
		}
	}

	return db.compactBlocks()
}

// CompactHead compacts the given RangeHead.
func (db *DB) CompactHead(head *RangeHead) error {
	db.cmtx.Lock()
	defer db.cmtx.Unlock()

	if err := db.compactHead(head); err != nil {
		return fmt.Errorf("compact head: %w", err)
	}

	if err := db.head.truncateWAL(head.BlockMaxTime()); err != nil {
		return fmt.Errorf("WAL truncation: %w", err)
	}
	return nil
}

// CompactOOOHead compacts the OOO Head.
func (db *DB) CompactOOOHead(ctx context.Context) error {
	db.cmtx.Lock()
	defer db.cmtx.Unlock()

	return db.compactOOOHead(ctx)
}

// Callback for testing.
var compactOOOHeadTestingCallback func()

// The db.cmtx mutex should be held before calling this method.
func (db *DB) compactOOOHead(ctx context.Context) error {
	if !db.oooWasEnabled.Load() {
		return nil
	}
	oooHead, err := NewOOOCompactionHead(ctx, db.head)
	if err != nil {
		return fmt.Errorf("get ooo compaction head: %w", err)
	}

	if compactOOOHeadTestingCallback != nil {
		compactOOOHeadTestingCallback()
		compactOOOHeadTestingCallback = nil
	}

	ulids, err := db.compactOOO(db.dir, oooHead)
	if err != nil {
		return fmt.Errorf("compact ooo head: %w", err)
	}
	if err := db.reloadBlocks(); err != nil {
		errs := []error{err}
		for _, uid := range ulids {
			if errRemoveAll := os.RemoveAll(filepath.Join(db.dir, uid.String())); errRemoveAll != nil {
				errs = append(errs, errRemoveAll)
			}
		}
		return fmt.Errorf("reloadBlocks blocks after failed compact ooo head: %w", errors.Join(errs...))
	}

	lastWBLFile, minOOOMmapRef := oooHead.LastWBLFile(), oooHead.LastMmapRef()
	if lastWBLFile != 0 || minOOOMmapRef != 0 {
		if minOOOMmapRef != 0 {
			// Ensure that no more queriers are created that will reference chunks we're about to garbage collect.
			// truncateOOO waits for any existing queriers that reference chunks we're about to garbage collect to
			// complete before running garbage collection, so we don't need to do that here.
			//
			// We take mtx to ensure that Querier() and ChunkQuerier() don't miss blocks: without this, they could
			// capture the list of blocks before the call to reloadBlocks() above runs, but then capture
			// lastGarbageCollectedMmapRef after we update it here, and therefore not query either the blocks we've just
			// written or the head chunks those blocks were created from.
			db.mtx.Lock()
			db.lastGarbageCollectedMmapRef = minOOOMmapRef
			db.mtx.Unlock()
		}

		if err := db.head.truncateOOO(lastWBLFile, minOOOMmapRef); err != nil {
			return fmt.Errorf("truncate ooo wbl: %w", err)
		}
	}

	return nil
}

// compactOOO creates a new block per possible block range in the compactor's directory from the OOO Head given.
// Each ULID in the result corresponds to a block in a unique time range.
// The db.cmtx mutex should be held before calling this method.
func (db *DB) compactOOO(dest string, oooHead *OOOCompactionHead) (_ []ulid.ULID, err error) {
	db.logger.Info("out-of-order compaction started")
	start := time.Now()

	blockSize := oooHead.ChunkRange()
	oooHeadMint, oooHeadMaxt := oooHead.MinTime(), oooHead.MaxTime()
	ulids := make([]ulid.ULID, 0)
	defer func() {
		if err != nil {
			// Best effort removal of created block on any error.
			for _, uid := range ulids {
				_ = os.RemoveAll(filepath.Join(db.dir, uid.String()))
			}
		}
	}()

	meta := &BlockMeta{}
	meta.Compaction.SetOutOfOrder()
	for t := blockSize * (oooHeadMint / blockSize); t <= oooHeadMaxt; t += blockSize {
		mint, maxt := t, t+blockSize
		// Block intervals are half-open: [b.MinTime, b.MaxTime). Block intervals are always +1 than the total samples it includes.
		uids, err := db.compactor.Write(dest, oooHead.CloneForTimeRange(mint, maxt-1), mint, maxt, meta)
		if err != nil {
			return nil, err
		}
		ulids = append(ulids, uids...)
	}

	if len(ulids) == 0 {
		db.logger.Info(
			"compact ooo head resulted in no blocks",
			"duration", time.Since(start),
		)
		return nil, nil
	}

	db.logger.Info(
		"out-of-order compaction completed",
		"duration", time.Since(start),
		"ulids", fmt.Sprintf("%v", ulids),
	)
	return ulids, nil
}

// compactHead compacts the given RangeHead.
// The db.cmtx should be held before calling this method.
func (db *DB) compactHead(head *RangeHead) error {
	db.lastHeadCompactionTime = time.Now()

	uids, err := db.compactor.Write(db.dir, head, head.MinTime(), head.BlockMaxTime(), nil)
	if err != nil {
		return fmt.Errorf("persist head block: %w", err)
	}

	if err := db.reloadBlocks(); err != nil {
		errs := []error{
			fmt.Errorf("reloadBlocks blocks: %w", err),
		}
		for _, uid := range uids {
			if errRemoveAll := os.RemoveAll(filepath.Join(db.dir, uid.String())); errRemoveAll != nil {
				errs = append(errs, fmt.Errorf("delete persisted head block after failed db reloadBlocks:%s: %w", uid, errRemoveAll))
			}
		}
		return errors.Join(errs...)
	}
	if err = db.head.truncateMemory(head.BlockMaxTime()); err != nil {
		return fmt.Errorf("head memory truncate: %w", err)
	}

	db.head.RebuildSymbolTable(db.logger)

	return nil
}

func (db *DB) CompactStaleHead() (err error) {
	db.cmtx.Lock()
	defer func() {
		db.cmtx.Unlock()
		if err != nil {
			db.metrics.staleSeriesCompactionsFailed.Inc()
		}
	}()

	db.metrics.staleSeriesCompactionsTriggered.Inc()

	db.logger.Info("Starting stale series compaction")
	start := time.Now()

	// We get the stale series reference first because this list can change during the compaction below.
	// It is more efficient and easier to provide an index interface for the stale series when we have a static list.
	staleSeriesRefs, err := db.head.SortedStaleSeriesRefsNoOOOData(context.Background())
	if err != nil {
		return err
	}
	meta := &BlockMeta{}
	meta.Compaction.SetStaleSeries()
	mint, maxt := db.head.opts.ChunkRange*(db.head.MinTime()/db.head.opts.ChunkRange), db.head.MaxTime()
	for ; mint < maxt; mint += db.head.chunkRange.Load() {
		staleHead := NewStaleHead(db.Head(), mint, mint+db.head.chunkRange.Load()-1, staleSeriesRefs)

		uids, err := db.compactor.Write(db.dir, staleHead, staleHead.MinTime(), staleHead.BlockMaxTime(), meta)
		if err != nil {
			return fmt.Errorf("persist stale head: %w", err)
		}

		db.logger.Info("Stale series block created", "ulids", fmt.Sprintf("%v", uids), "min_time", mint, "max_time", maxt)

		if err := db.reloadBlocks(); err != nil {
			errs := []error{fmt.Errorf("reloadBlocks blocks: %w", err)}
			for _, uid := range uids {
				if errRemoveAll := os.RemoveAll(filepath.Join(db.dir, uid.String())); errRemoveAll != nil {
					errs = append(errs, fmt.Errorf("delete persisted stale head block after failed db reloadBlocks:%s: %w", uid, errRemoveAll))
				}
			}
			return errors.Join(errs...)
		}
	}

	if err := db.head.truncateStaleSeries(staleSeriesRefs, maxt); err != nil {
		return fmt.Errorf("head truncate: %w", err)
	}
	db.head.RebuildSymbolTable(db.logger)

	elapsed := time.Since(start)
	db.metrics.staleSeriesCompactionDuration.Observe(elapsed.Seconds())
	db.logger.Info("Ending stale series compaction", "num_series", len(staleSeriesRefs), "duration", elapsed)
	return nil
}

// compactBlocks compacts all the eligible on-disk blocks.
// The db.cmtx should be held before calling this method.
func (db *DB) compactBlocks() (err error) {
	// Check for compactions of multiple blocks.
	for {
		// If we have a lot of blocks to compact the whole process might take
		// long enough that we end up with a HEAD block that needs to be written.
		// Check if that's the case and stop compactions early.
		if db.head.compactable() && !db.waitingForCompactionDelay() {
			db.logger.Warn("aborting block compactions to persist the head block")
			return nil
		}

		plan, err := db.compactor.Plan(db.dir)
		if err != nil {
			return fmt.Errorf("plan compaction: %w", err)
		}
		if len(plan) == 0 {
			break
		}

		select {
		case <-db.stopc:
			return nil
		default:
		}

		uids, err := db.compactor.Compact(db.dir, plan, db.blocks)
		if err != nil {
			return fmt.Errorf("compact %s: %w", plan, err)
		}

		if err := db.reloadBlocks(); err != nil {
			errs := []error{fmt.Errorf("reloadBlocks blocks: %w", err)}
			for _, uid := range uids {
				if errRemoveAll := os.RemoveAll(filepath.Join(db.dir, uid.String())); errRemoveAll != nil {
					errs = append(errs, fmt.Errorf("delete persisted block after failed db reloadBlocks:%s: %w", uid, errRemoveAll))
				}
			}
			return errors.Join(errs...)
		}
	}

	return nil
}

// getBlock iterates a given block range to find a block by a given id.
// If found it returns the block itself and a boolean to indicate that it was found.
func getBlock(allBlocks []*Block, id ulid.ULID) (*Block, bool) {
	for _, b := range allBlocks {
		if b.Meta().ULID == id {
			return b, true
		}
	}
	return nil, false
}

// reload reloads blocks and truncates the head and its WAL.
// The db.cmtx mutex should be held before calling this method.
func (db *DB) reload() error {
	if err := db.reloadBlocks(); err != nil {
		return fmt.Errorf("reloadBlocks: %w", err)
	}
	maxt, ok := db.inOrderBlocksMaxTime()
	if !ok {
		return nil
	}
	if err := db.head.Truncate(maxt); err != nil {
		return fmt.Errorf("head truncate: %w", err)
	}
	return nil
}

// reloadBlocks reloads blocks without touching head.
// Blocks that are obsolete due to replacement or retention will be deleted.
// The db.cmtx mutex should be held before calling this method.
func (db *DB) reloadBlocks() (err error) {
	defer func() {
		if err != nil {
			db.metrics.reloadsFailed.Inc()
		}
		db.metrics.reloads.Inc()
	}()

	db.mtx.RLock()
	loadable, corrupted, err := openBlocks(db.logger, db.dir, db.blocks, db.chunkPool, db.opts.PostingsDecoderFactory)
	db.mtx.RUnlock()
	if err != nil {
		return err
	}

	deletableULIDs := db.blocksToDelete(loadable)
	deletable := make(map[ulid.ULID]*Block, len(deletableULIDs))

	// Mark all parents of loaded blocks as deletable (no matter if they exists). This makes it resilient against the process
	// crashing towards the end of a compaction but before deletions. By doing that, we can pick up the deletion where it left off during a crash.
	for _, block := range loadable {
		if _, ok := deletableULIDs[block.meta.ULID]; ok {
			deletable[block.meta.ULID] = block
		}
		for _, b := range block.Meta().Compaction.Parents {
			if _, ok := corrupted[b.ULID]; ok {
				delete(corrupted, b.ULID)
				db.logger.Warn("Found corrupted block, but replaced by compacted one so it's safe to delete. This should not happen with atomic deletes.", "block", b.ULID)
			}
			deletable[b.ULID] = nil
		}
	}

	if len(corrupted) > 0 {
		// Corrupted but no child loaded for it.
		// Close all new blocks to release the lock for windows.
		db.mtx.RLock()
		for _, block := range loadable {
			if _, open := getBlock(db.blocks, block.Meta().ULID); !open {
				block.Close()
			}
		}
		db.mtx.RUnlock()
		var errs []error
		for ulid, err := range corrupted {
			if err != nil {
				errs = append(errs, fmt.Errorf("corrupted block %s: %w", ulid.String(), err))
			}
		}
		return errors.Join(errs...)
	}

	var (
		toLoad     []*Block
		blocksSize int64
	)
	// All deletable blocks should be unloaded.
	// NOTE: We need to loop through loadable one more time as there might be loadable ready to be removed (replaced by compacted block).
	for _, block := range loadable {
		if _, ok := deletable[block.Meta().ULID]; ok {
			deletable[block.Meta().ULID] = block
			continue
		}

		toLoad = append(toLoad, block)
		blocksSize += block.Size()
	}
	db.metrics.blocksBytes.Set(float64(blocksSize))

	slices.SortFunc(toLoad, func(a, b *Block) int {
		switch {
		case a.Meta().MinTime < b.Meta().MinTime:
			return -1
		case a.Meta().MinTime > b.Meta().MinTime:
			return 1
		default:
			return 0
		}
	})

	// Swap new blocks first for subsequently created readers to be seen.
	db.mtx.Lock()
	oldBlocks := db.blocks
	db.blocks = toLoad
	db.mtx.Unlock()

	// Only check overlapping blocks when overlapping compaction is enabled.
	if db.opts.EnableOverlappingCompaction {
		blockMetas := make([]BlockMeta, 0, len(toLoad))
		for _, b := range toLoad {
			blockMetas = append(blockMetas, b.Meta())
		}
		if overlaps := OverlappingBlocks(blockMetas); len(overlaps) > 0 {
			db.logger.Warn("Overlapping blocks found during reloadBlocks", "detail", overlaps.String())
		}
	}

	// Append blocks to old, deletable blocks, so we can close them.
	for _, b := range oldBlocks {
		if _, ok := deletable[b.Meta().ULID]; ok {
			deletable[b.Meta().ULID] = b
		}
	}
	if err := db.deleteBlocks(deletable); err != nil {
		return fmt.Errorf("delete %v blocks: %w", len(deletable), err)
	}
	return nil
}

func openBlocks(l *slog.Logger, dir string, loaded []*Block, chunkPool chunkenc.Pool, postingsDecoderFactory PostingsDecoderFactory) (blocks []*Block, corrupted map[ulid.ULID]error, err error) {
	bDirs, err := blockDirs(dir)
	if err != nil {
		return nil, nil, fmt.Errorf("find blocks: %w", err)
	}

	corrupted = make(map[ulid.ULID]error)
	for _, bDir := range bDirs {
		meta, _, err := readMetaFile(bDir)
		if err != nil {
			l.Error("Failed to read meta.json for a block during reloadBlocks. Skipping", "dir", bDir, "err", err)
			continue
		}

		// See if we already have the block in memory or open it otherwise.
		block, open := getBlock(loaded, meta.ULID)
		if !open {
			block, err = OpenBlock(l, bDir, chunkPool, postingsDecoderFactory)
			if err != nil {
				corrupted[meta.ULID] = err
				continue
			}
		}
		blocks = append(blocks, block)
	}
	return blocks, corrupted, nil
}

// DefaultBlocksToDelete returns a filter which decides time based and size based
// retention from the options of the db.
func DefaultBlocksToDelete(db *DB) BlocksToDeleteFunc {
	return func(blocks []*Block) map[ulid.ULID]struct{} {
		return deletableBlocks(db, blocks)
	}
}

// deletableBlocks returns all currently loaded blocks past retention policy or already compacted into a new block.
func deletableBlocks(db *DB, blocks []*Block) map[ulid.ULID]struct{} {
	deletable := make(map[ulid.ULID]struct{})

	// Sort the blocks by time - newest to oldest (largest to smallest timestamp).
	// This ensures that the retentions will remove the oldest  blocks.
	slices.SortFunc(blocks, func(a, b *Block) int {
		switch {
		case b.Meta().MaxTime < a.Meta().MaxTime:
			return -1
		case b.Meta().MaxTime > a.Meta().MaxTime:
			return 1
		default:
			return 0
		}
	})

	for _, block := range blocks {
		if block.Meta().Compaction.Deletable {
			deletable[block.Meta().ULID] = struct{}{}
		}
	}

	for ulid := range BeyondTimeRetention(db, blocks) {
		deletable[ulid] = struct{}{}
	}

	for ulid := range BeyondSizeRetention(db, blocks) {
		deletable[ulid] = struct{}{}
	}

	return deletable
}

// BeyondTimeRetention returns those blocks which are beyond the time retention
// set in the db options.
func BeyondTimeRetention(db *DB, blocks []*Block) (deletable map[ulid.ULID]struct{}) {
	// Time retention is disabled or no blocks to work with.
	retentionDuration := db.getRetentionDuration()
	if len(blocks) == 0 || retentionDuration == 0 {
		return deletable
	}

	deletable = make(map[ulid.ULID]struct{})
	for i, block := range blocks {
		// The difference between the first block and this block is greater than or equal to
		// the retention period so any blocks after that are added as deletable.
		if i > 0 && blocks[0].Meta().MaxTime-block.Meta().MaxTime >= retentionDuration {
			for _, b := range blocks[i:] {
				deletable[b.meta.ULID] = struct{}{}
			}
			db.metrics.timeRetentionCount.Inc()
			break
		}
	}
	return deletable
}

// BeyondSizeRetention returns those blocks which are beyond the size retention
// set in the db options.
func BeyondSizeRetention(db *DB, blocks []*Block) (deletable map[ulid.ULID]struct{}) {
	// No blocks to work with
	if len(blocks) == 0 {
		return deletable
	}

	maxBytes, maxPercentage := db.getRetentionSettings()

	// Max percentage prevails over max size.
	if maxPercentage > 0 {
		diskSize := db.fsSizeFunc(db.dir)
		if diskSize <= 0 {
			db.logger.Warn("Unable to retrieve filesystem size of database directory, skip percentage limitation and default to fixed size limitation", "dir", db.dir)
		} else {
			maxBytes = int64(float64(diskSize) * maxPercentage / 100)
		}
	}

	// Size retention is disabled.
	if maxBytes <= 0 {
		return deletable
	}

	deletable = make(map[ulid.ULID]struct{})

	// Initializing size counter with WAL size and Head chunks
	// written to disk, as that is part of the retention strategy.
	blocksSize := db.Head().Size()
	for i, block := range blocks {
		blocksSize += block.Size()
		if blocksSize > maxBytes {
			// Add this and all following blocks for deletion.
			for _, b := range blocks[i:] {
				deletable[b.meta.ULID] = struct{}{}
			}
			db.metrics.sizeRetentionCount.Inc()
			break
		}
	}
	return deletable
}

// deleteBlocks closes the block if loaded and deletes blocks from the disk if exists.
// When the map contains a non nil block object it means it is loaded in memory
// so needs to be closed first as it might need to wait for pending readers to complete.
func (db *DB) deleteBlocks(blocks map[ulid.ULID]*Block) error {
	for ulid, block := range blocks {
		if block != nil {
			if err := block.Close(); err != nil {
				db.logger.Warn("Closing block failed", "err", err, "block", ulid)
			}
		}

		toDelete := filepath.Join(db.dir, ulid.String())
		switch _, err := os.Stat(toDelete); {
		case os.IsNotExist(err):
			// Noop.
			continue
		case err != nil:
			return fmt.Errorf("stat dir %v: %w", toDelete, err)
		}

		// Replace atomically to avoid partial block when process would crash during deletion.
		tmpToDelete := filepath.Join(db.dir, fmt.Sprintf("%s%s", ulid, tmpForDeletionBlockDirSuffix))
		if err := fileutil.Replace(toDelete, tmpToDelete); err != nil {
			return fmt.Errorf("replace of obsolete block for deletion %s: %w", ulid, err)
		}
		if err := os.RemoveAll(tmpToDelete); err != nil {
			return fmt.Errorf("delete obsolete block %s: %w", ulid, err)
		}
		db.logger.Info("Deleting obsolete block", "block", ulid)
	}

	return nil
}

// TimeRange specifies minTime and maxTime range.
type TimeRange struct {
	Min, Max int64
}

// Overlaps contains overlapping blocks aggregated by overlapping range.
type Overlaps map[TimeRange][]BlockMeta

// String returns human readable string form of overlapped blocks.
func (o Overlaps) String() string {
	var res []string
	for r, overlaps := range o {
		var groups []string
		for _, m := range overlaps {
			groups = append(groups, fmt.Sprintf(
				"<ulid: %s, mint: %d, maxt: %d, range: %s>",
				m.ULID.String(),
				m.MinTime,
				m.MaxTime,
				(time.Duration((m.MaxTime-m.MinTime)/1000)*time.Second).String(),
			))
		}
		res = append(res, fmt.Sprintf(
			"[mint: %d, maxt: %d, range: %s, blocks: %d]: %s",
			r.Min, r.Max,
			(time.Duration((r.Max-r.Min)/1000)*time.Second).String(),
			len(overlaps),
			strings.Join(groups, ", ")),
		)
	}
	return strings.Join(res, "\n")
}

// OverlappingBlocks returns all overlapping blocks from given meta files.
func OverlappingBlocks(bm []BlockMeta) Overlaps {
	if len(bm) <= 1 {
		return nil
	}
	var (
		overlaps [][]BlockMeta

		// pending contains not ended blocks in regards to "current" timestamp.
		pending = []BlockMeta{bm[0]}
		// continuousPending helps to aggregate same overlaps to single group.
		continuousPending = true
	)

	// We have here blocks sorted by minTime. We iterate over each block and treat its minTime as our "current" timestamp.
	// We check if any of the pending block finished (blocks that we have seen before, but their maxTime was still ahead current
	// timestamp). If not, it means they overlap with our current block. In the same time current block is assumed pending.
	for _, b := range bm[1:] {
		var newPending []BlockMeta

		for _, p := range pending {
			// "b.MinTime" is our current time.
			if b.MinTime >= p.MaxTime {
				continuousPending = false
				continue
			}

			// "p" overlaps with "b" and "p" is still pending.
			newPending = append(newPending, p)
		}

		// Our block "b" is now pending.
		pending = append(newPending, b)
		if len(newPending) == 0 {
			// No overlaps.
			continue
		}

		if continuousPending && len(overlaps) > 0 {
			overlaps[len(overlaps)-1] = append(overlaps[len(overlaps)-1], b)
			continue
		}
		overlaps = append(overlaps, append(newPending, b))
		// Start new pendings.
		continuousPending = true
	}

	// Fetch the critical overlapped time range foreach overlap groups.
	overlapGroups := Overlaps{}
	for _, overlap := range overlaps {
		minRange := TimeRange{Min: 0, Max: math.MaxInt64}
		for _, b := range overlap {
			if minRange.Max > b.MaxTime {
				minRange.Max = b.MaxTime
			}

			if minRange.Min < b.MinTime {
				minRange.Min = b.MinTime
			}
		}
		overlapGroups[minRange] = overlap
	}

	return overlapGroups
}

func (*DB) String() string {
	return "HEAD"
}

// Blocks returns the databases persisted blocks.
func (db *DB) Blocks() []*Block {
	db.mtx.RLock()
	defer db.mtx.RUnlock()

	return db.blocks
}

// inOrderBlocksMaxTime returns the max time among the blocks that were not totally created
// out of out-of-order data. If the returned boolean is true, it means there is at least
// one such block.
func (db *DB) inOrderBlocksMaxTime() (maxt int64, ok bool) {
	maxt, ok = int64(math.MinInt64), false
	// If blocks are overlapping, last block might not have the max time. So check all blocks.
	for _, b := range db.Blocks() {
		if !b.meta.Compaction.FromOutOfOrder() && !b.meta.Compaction.FromStaleSeries() && b.meta.MaxTime > maxt {
			ok = true
			maxt = b.meta.MaxTime
		}
	}
	return maxt, ok
}

// Head returns the databases's head.
func (db *DB) Head() *Head {
	return db.head
}

// Close the partition.
func (db *DB) Close() error {
	// Allow close-after-close operation for simpler use (e.g. tests).
	select {
	case <-db.donec:
		return nil
	default:
	}

	close(db.stopc)
	if db.compactCancel != nil {
		db.compactCancel()
	}
	<-db.donec

	db.mtx.Lock()
	defer db.mtx.Unlock()

	var g errgroup.Group

	// blocks also contains all head blocks.
	for _, pb := range db.blocks {
		g.Go(pb.Close)
	}

	errs := []error{
		g.Wait(),
		db.locker.Release(),
	}
	if db.head != nil {
		errs = append(errs, db.head.Close())
	}
	return errors.Join(errs...)
}

// DisableCompactions disables auto compactions.
func (db *DB) DisableCompactions() {
	db.autoCompactMtx.Lock()
	defer db.autoCompactMtx.Unlock()

	db.autoCompact = false
	db.logger.Info("Compactions disabled")
}

// EnableCompactions enables auto compactions.
func (db *DB) EnableCompactions() {
	db.autoCompactMtx.Lock()
	defer db.autoCompactMtx.Unlock()

	db.autoCompact = true
	db.logger.Info("Compactions enabled")
}

func (db *DB) generateCompactionDelay() time.Duration {
	return time.Duration(rand.Int63n(db.head.chunkRange.Load()*int64(db.opts.CompactionDelayMaxPercent)/100)) * time.Millisecond
}

// ForceHeadMMap is intended for use only in tests and benchmarks.
func (db *DB) ForceHeadMMap() {
	db.head.mmapHeadChunks()
}

// Snapshot writes the current data to the directory. If withHead is set to true it
// will create a new block containing all data that's currently in the memory buffer/WAL.
func (db *DB) Snapshot(dir string, withHead bool) error {
	if dir == db.dir {
		return errors.New("cannot snapshot into base directory")
	}
	if _, err := ulid.ParseStrict(dir); err == nil {
		return errors.New("dir must not be a valid ULID")
	}

	db.cmtx.Lock()
	defer db.cmtx.Unlock()

	db.mtx.RLock()
	defer db.mtx.RUnlock()

	for _, b := range db.blocks {
		db.logger.Info("Snapshotting block", "block", b)

		if err := b.Snapshot(dir); err != nil {
			return fmt.Errorf("error snapshotting block: %s: %w", b.Dir(), err)
		}
	}
	if !withHead {
		return nil
	}

	mint := db.head.MinTime()
	maxt := db.head.MaxTime()
	head := NewRangeHead(db.head, mint, maxt)
	// Add +1 millisecond to block maxt because block intervals are half-open: [b.MinTime, b.MaxTime).
	// Because of this block intervals are always +1 than the total samples it includes.
	if _, err := db.compactor.Write(dir, head, mint, maxt+1, nil); err != nil {
		return fmt.Errorf("snapshot head block: %w", err)
	}
	return nil
}

// Querier returns a new querier over the data partition for the given time range.
func (db *DB) Querier(mint, maxt int64) (_ storage.Querier, err error) {
	var blocks []BlockReader

	db.mtx.RLock()
	defer db.mtx.RUnlock()

	for _, b := range db.blocks {
		if b.OverlapsClosedInterval(mint, maxt) {
			blocks = append(blocks, b)
		}
	}

	blockQueriers := make([]storage.Querier, 0, len(blocks)+1) // +1 to allow for possible head querier.

	defer func() {
		if err != nil {
			// If we fail, all previously opened queriers must be closed.
			for _, q := range blockQueriers {
				// TODO(bwplotka): Handle error.
				_ = q.Close()
			}
		}
	}()

	overlapsOOO := overlapsClosedInterval(mint, maxt, db.head.MinOOOTime(), db.head.MaxOOOTime())
	var headQuerier storage.Querier
	inoMint := max(db.head.MinTime(), mint)
	if maxt >= db.head.MinTime() || overlapsOOO {
		rh := NewRangeHead(db.head, mint, maxt)
		var err error
		headQuerier, err = db.blockQuerierFunc(rh, mint, maxt)
		if err != nil {
			return nil, fmt.Errorf("open block querier for head %s: %w", rh, err)
		}

		// Getting the querier above registers itself in the queue that the truncation waits on.
		// So if the querier is currently not colliding with any truncation, we can continue to use it and still
		// won't run into a race later since any truncation that comes after will wait on this querier if it overlaps.
		shouldClose, getNew, newMint := db.head.IsQuerierCollidingWithTruncation(mint, maxt)
		if shouldClose {
			if err := headQuerier.Close(); err != nil {
				return nil, fmt.Errorf("closing head block querier %s: %w", rh, err)
			}
			headQuerier = nil
		}
		if getNew {
			rh := NewRangeHead(db.head, newMint, maxt)
			headQuerier, err = db.blockQuerierFunc(rh, newMint, maxt)
			if err != nil {
				return nil, fmt.Errorf("open block querier for head while getting new querier %s: %w", rh, err)
			}
			inoMint = newMint
		}
	}

	if overlapsOOO {
		// We need to fetch from in-order and out-of-order chunks: wrap the headQuerier.
		isoState := db.head.oooIso.TrackReadAfter(db.lastGarbageCollectedMmapRef)
		headQuerier = NewHeadAndOOOQuerier(inoMint, mint, maxt, db.head, isoState, headQuerier)
	}

	if headQuerier != nil {
		blockQueriers = append(blockQueriers, headQuerier)
	}

	for _, b := range blocks {
		q, err := db.blockQuerierFunc(b, mint, maxt)
		if err != nil {
			return nil, fmt.Errorf("open querier for block %s: %w", b, err)
		}
		blockQueriers = append(blockQueriers, q)
	}

	return storage.NewMergeQuerier(blockQueriers, nil, storage.ChainedSeriesMerge), nil
}

// blockChunkQuerierForRange returns individual block chunk queriers from the persistent blocks, in-order head block, and the
// out-of-order head block, overlapping with the given time range.
func (db *DB) blockChunkQuerierForRange(mint, maxt int64) (_ []storage.ChunkQuerier, err error) {
	var blocks []BlockReader

	db.mtx.RLock()
	defer db.mtx.RUnlock()

	for _, b := range db.blocks {
		if b.OverlapsClosedInterval(mint, maxt) {
			blocks = append(blocks, b)
		}
	}

	blockQueriers := make([]storage.ChunkQuerier, 0, len(blocks)+1) // +1 to allow for possible head querier.

	defer func() {
		if err != nil {
			// If we fail, all previously opened queriers must be closed.
			for _, q := range blockQueriers {
				// TODO(bwplotka): Handle error.
				_ = q.Close()
			}
		}
	}()

	overlapsOOO := overlapsClosedInterval(mint, maxt, db.head.MinOOOTime(), db.head.MaxOOOTime())
	var headQuerier storage.ChunkQuerier
	inoMint := max(db.head.MinTime(), mint)
	if maxt >= db.head.MinTime() || overlapsOOO {
		rh := NewRangeHead(db.head, mint, maxt)
		headQuerier, err = db.blockChunkQuerierFunc(rh, mint, maxt)
		if err != nil {
			return nil, fmt.Errorf("open querier for head %s: %w", rh, err)
		}

		// Getting the querier above registers itself in the queue that the truncation waits on.
		// So if the querier is currently not colliding with any truncation, we can continue to use it and still
		// won't run into a race later since any truncation that comes after will wait on this querier if it overlaps.
		shouldClose, getNew, newMint := db.head.IsQuerierCollidingWithTruncation(mint, maxt)
		if shouldClose {
			if err := headQuerier.Close(); err != nil {
				return nil, fmt.Errorf("closing head querier %s: %w", rh, err)
			}
			headQuerier = nil
		}
		if getNew {
			rh := NewRangeHead(db.head, newMint, maxt)
			headQuerier, err = db.blockChunkQuerierFunc(rh, newMint, maxt)
			if err != nil {
				return nil, fmt.Errorf("open querier for head while getting new querier %s: %w", rh, err)
			}
			inoMint = newMint
		}
	}

	if overlapsOOO {
		// We need to fetch from in-order and out-of-order chunks: wrap the headQuerier.
		isoState := db.head.oooIso.TrackReadAfter(db.lastGarbageCollectedMmapRef)
		headQuerier = NewHeadAndOOOChunkQuerier(inoMint, mint, maxt, db.head, isoState, headQuerier)
	}

	if headQuerier != nil {
		blockQueriers = append(blockQueriers, headQuerier)
	}

	for _, b := range blocks {
		q, err := db.blockChunkQuerierFunc(b, mint, maxt)
		if err != nil {
			return nil, fmt.Errorf("open querier for block %s: %w", b, err)
		}
		blockQueriers = append(blockQueriers, q)
	}

	return blockQueriers, nil
}

// ChunkQuerier returns a new chunk querier over the data partition for the given time range.
func (db *DB) ChunkQuerier(mint, maxt int64) (storage.ChunkQuerier, error) {
	blockQueriers, err := db.blockChunkQuerierForRange(mint, maxt)
	if err != nil {
		return nil, err
	}
	return storage.NewMergeChunkQuerier(blockQueriers, nil, storage.NewCompactingChunkSeriesMerger(storage.ChainedSeriesMerge)), nil
}

func (db *DB) ExemplarQuerier(ctx context.Context) (storage.ExemplarQuerier, error) {
	return db.head.exemplars.ExemplarQuerier(ctx)
}

func rangeForTimestamp(t, width int64) (maxt int64) {
	return (t/width)*width + width
}

// Delete implements deletion of metrics. It only has atomicity guarantees on a per-block basis.
func (db *DB) Delete(ctx context.Context, mint, maxt int64, ms ...*labels.Matcher) error {
	db.cmtx.Lock()
	defer db.cmtx.Unlock()

	var g errgroup.Group

	db.mtx.RLock()
	defer db.mtx.RUnlock()

	for _, b := range db.blocks {
		if b.OverlapsClosedInterval(mint, maxt) {
			g.Go(func(b *Block) func() error {
				return func() error { return b.Delete(ctx, mint, maxt, ms...) }
			}(b))
		}
	}
	if db.head.OverlapsClosedInterval(mint, maxt) {
		g.Go(func() error {
			return db.head.Delete(ctx, mint, maxt, ms...)
		})
	}

	return g.Wait()
}

// CleanTombstones re-writes any blocks with tombstones.
func (db *DB) CleanTombstones() (err error) {
	db.cmtx.Lock()
	defer db.cmtx.Unlock()

	start := time.Now()
	defer func() {
		db.metrics.tombCleanTimer.Observe(time.Since(start).Seconds())
	}()

	cleanUpCompleted := false
	// Repeat cleanup until there is no tombstones left.
	for !cleanUpCompleted {
		cleanUpCompleted = true

		for _, pb := range db.Blocks() {
			uids, safeToDelete, cleanErr := pb.CleanTombstones(db.Dir(), db.compactor)
			if cleanErr != nil {
				return fmt.Errorf("clean tombstones: %s: %w", pb.Dir(), cleanErr)
			}
			if !safeToDelete {
				// There was nothing to clean.
				continue
			}

			// In case tombstones of the old block covers the whole block,
			// then there would be no resultant block to tell the parent.
			// The lock protects against race conditions when deleting blocks
			// during an already running reload.
			db.mtx.Lock()
			pb.meta.Compaction.Deletable = safeToDelete
			db.mtx.Unlock()
			cleanUpCompleted = false
			if err = db.reloadBlocks(); err == nil { // Will try to delete old block.
				// Successful reload will change the existing blocks.
				// We need to loop over the new set of blocks.
				break
			}

			// Delete new block if it was created.
			for _, uid := range uids {
				dir := filepath.Join(db.Dir(), uid.String())
				if err := os.RemoveAll(dir); err != nil {
					db.logger.Error("failed to delete block after failed `CleanTombstones`", "dir", dir, "err", err)
				}
			}

			// This should only be reached if an error occurred.
			return fmt.Errorf("reload blocks: %w", err)
		}
	}
	return nil
}

func (db *DB) SetWriteNotified(wn wlog.WriteNotified) {
	db.writeNotified = wn
	// It's possible we already created the head struct, so we should also set the WN for that.
	db.head.writeNotified = wn
}

func isBlockDir(fi fs.DirEntry) bool {
	if !fi.IsDir() {
		return false
	}
	_, err := ulid.ParseStrict(fi.Name())
	return err == nil
}

// isTmpDir returns true if the given file-info contains a block ULID, or a chunk snapshot prefix and a tmp extension.
func isTmpDir(fi fs.DirEntry) bool {
	if !fi.IsDir() {
		return false
	}

	fn := fi.Name()
	ext := filepath.Ext(fn)
	if ext == tmpForDeletionBlockDirSuffix || ext == tmpForCreationBlockDirSuffix || ext == tmpLegacy {
		if strings.HasPrefix(fn, chunkSnapshotPrefix) {
			return true
		}
		if _, err := ulid.ParseStrict(fn[:len(fn)-len(ext)]); err == nil {
			return true
		}
	}
	return false
}

func blockDirs(dir string) ([]string, error) {
	files, err := os.ReadDir(dir)
	if err != nil {
		return nil, err
	}
	var dirs []string

	for _, f := range files {
		if isBlockDir(f) {
			dirs = append(dirs, filepath.Join(dir, f.Name()))
		}
	}
	return dirs, nil
}

func exponential(d, minD, maxD time.Duration) time.Duration {
	d *= 2
	if d < minD {
		d = minD
	}
	if d > maxD {
		d = maxD
	}
	return d
}

// closeAll closes all given closers while recording all errors.
func closeAll(cs []io.Closer) error {
	var errs []error
	for _, c := range cs {
		errs = append(errs, c.Close())
	}
	return errors.Join(errs...)
}
