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// _ _
// __ _____ __ ___ ___ __ _| |_ ___
// \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \
// \ V V / __/ (_| |\ V /| | (_| | || __/
// \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___|
//
// Copyright © 2016 - 2025 Weaviate B.V. All rights reserved.
//
// CONTACT: hello@weaviate.io
//
package config
import (
"encoding/json"
"fmt"
"math"
"os"
"regexp"
"strings"
"time"
"github.com/go-openapi/swag"
"github.com/pkg/errors"
"github.com/sirupsen/logrus"
"gopkg.in/yaml.v3"
"github.com/weaviate/weaviate/deprecations"
entcfg "github.com/weaviate/weaviate/entities/config"
"github.com/weaviate/weaviate/entities/replication"
"github.com/weaviate/weaviate/entities/schema"
entsentry "github.com/weaviate/weaviate/entities/sentry"
"github.com/weaviate/weaviate/entities/vectorindex/common"
"github.com/weaviate/weaviate/usecases/cluster"
"github.com/weaviate/weaviate/usecases/config/runtime"
usagetypes "github.com/weaviate/weaviate/usecases/modulecomponents/usage/types"
"github.com/weaviate/weaviate/usecases/monitoring"
)
// ServerVersion is deprecated. Use `build.Version`. It's there for backward compatiblility.
// ServerVersion is set when the misc handlers are setup.
// When misc handlers are setup, the entire swagger spec
// is already being parsed for the server version. This is
// a good time for us to set ServerVersion, so that the
// spec only needs to be parsed once.
var ServerVersion string
// DefaultConfigFile is the default file when no config file is provided
const DefaultConfigFile string = "./weaviate.conf.json"
// DefaultCleanupIntervalSeconds can be overwritten on a per-class basis
const DefaultCleanupIntervalSeconds = int64(60)
const (
// These BM25 tuning params can be overwritten on a per-class basis
DefaultBM25k1 = float32(1.2)
DefaultBM25b = float32(0.75)
)
var DefaultUsingBlockMaxWAND = os.Getenv("USE_INVERTED_SEARCHABLE") == "" || entcfg.Enabled(os.Getenv("USE_INVERTED_SEARCHABLE"))
const (
DefaultMaxImportGoroutinesFactor = float64(1.5)
DefaultDiskUseWarningPercentage = uint64(80)
DefaultDiskUseReadonlyPercentage = uint64(90)
DefaultMemUseWarningPercentage = uint64(80)
// TODO: off by default for now, to make sure
// the measurement is reliable. once
// confirmed, we can set this to 90
DefaultMemUseReadonlyPercentage = uint64(0)
)
// Flags are input options
type Flags struct {
ConfigFile string `long:"config-file" description:"path to config file (default: ./weaviate.conf.json)"`
RaftPort int `long:"raft-port" description:"the port used by Raft for inter-node communication"`
RaftInternalRPCPort int `long:"raft-internal-rpc-port" description:"the port used for internal RPCs within the cluster"`
RaftRPCMessageMaxSize int `long:"raft-rpc-message-max-size" description:"maximum internal raft grpc message size in bytes, defaults to 1073741824"`
RaftJoin []string `long:"raft-join" description:"a comma-separated list of server addresses to join on startup. Each element needs to be in the form NODE_NAME[:NODE_PORT]. If NODE_PORT is not present, raft-internal-rpc-port default value will be used instead"`
RaftBootstrapTimeout int `long:"raft-bootstrap-timeout" description:"the duration for which the raft bootstrap procedure will wait for each node in raft-join to be reachable"`
RaftBootstrapExpect int `long:"raft-bootstrap-expect" description:"specifies the number of server nodes to wait for before bootstrapping the cluster"`
RaftHeartbeatTimeout int `long:"raft-heartbeat-timeout" description:"raft heartbeat timeout"`
RaftElectionTimeout int `long:"raft-election-timeout" description:"raft election timeout"`
RaftSnapshotThreshold int `long:"raft-snap-threshold" description:"number of outstanding log entries before performing a snapshot"`
RaftSnapshotInterval int `long:"raft-snap-interval" description:"controls how often raft checks if it should perform a snapshot"`
RaftMetadataOnlyVoters bool `long:"raft-metadata-only-voters" description:"configures the voters to store metadata exclusively, without storing any other data"`
RuntimeOverridesEnabled bool `long:"runtime-overrides.enabled" description:"enable runtime overrides config"`
RuntimeOverridesPath string `long:"runtime-overrides.path" description:"path to runtime overrides config"`
RuntimeOverridesLoadInterval time.Duration `long:"runtime-overrides.load-interval" description:"load interval for runtime overrides config"`
}
type SchemaHandlerConfig struct {
MaximumAllowedCollectionsCount *runtime.DynamicValue[int] `json:"maximum_allowed_collections_count" yaml:"maximum_allowed_collections_count"`
}
type RuntimeOverrides struct {
Enabled bool `json:"enabled"`
Path string `json:"path" yaml:"path"`
LoadInterval time.Duration `json:"load_interval" yaml:"load_interval"`
}
// Config outline of the config file
type Config struct {
Name string `json:"name" yaml:"name"`
Debug bool `json:"debug" yaml:"debug"`
QueryDefaults QueryDefaults `json:"query_defaults" yaml:"query_defaults"`
QueryMaximumResults int64 `json:"query_maximum_results" yaml:"query_maximum_results"`
QueryHybridMaximumResults int64 `json:"query_hybrid_maximum_results" yaml:"query_hybrid_maximum_results"`
QueryNestedCrossReferenceLimit int64 `json:"query_nested_cross_reference_limit" yaml:"query_nested_cross_reference_limit"`
QueryCrossReferenceDepthLimit int `json:"query_cross_reference_depth_limit" yaml:"query_cross_reference_depth_limit"`
Contextionary Contextionary `json:"contextionary" yaml:"contextionary"`
Authentication Authentication `json:"authentication" yaml:"authentication"`
Authorization Authorization `json:"authorization" yaml:"authorization"`
Origin string `json:"origin" yaml:"origin"`
Persistence Persistence `json:"persistence" yaml:"persistence"`
DefaultVectorizerModule string `json:"default_vectorizer_module" yaml:"default_vectorizer_module"`
DefaultVectorDistanceMetric string `json:"default_vector_distance_metric" yaml:"default_vector_distance_metric"`
EnableModules string `json:"enable_modules" yaml:"enable_modules"`
EnableApiBasedModules bool `json:"api_based_modules_disabled" yaml:"api_based_modules_disabled"`
ModulesPath string `json:"modules_path" yaml:"modules_path"`
ModuleHttpClientTimeout time.Duration `json:"modules_client_timeout" yaml:"modules_client_timeout"`
AutoSchema AutoSchema `json:"auto_schema" yaml:"auto_schema"`
Cluster cluster.Config `json:"cluster" yaml:"cluster"`
Replication replication.GlobalConfig `json:"replication" yaml:"replication"`
Monitoring monitoring.Config `json:"monitoring" yaml:"monitoring"`
GRPC GRPC `json:"grpc" yaml:"grpc"`
Profiling Profiling `json:"profiling" yaml:"profiling"`
ResourceUsage ResourceUsage `json:"resource_usage" yaml:"resource_usage"`
MaxImportGoroutinesFactor float64 `json:"max_import_goroutine_factor" yaml:"max_import_goroutine_factor"`
MaximumConcurrentGetRequests int `json:"maximum_concurrent_get_requests" yaml:"maximum_concurrent_get_requests"`
MaximumConcurrentShardLoads int `json:"maximum_concurrent_shard_loads" yaml:"maximum_concurrent_shard_loads"`
TrackVectorDimensions bool `json:"track_vector_dimensions" yaml:"track_vector_dimensions"`
TrackVectorDimensionsInterval time.Duration `json:"track_vector_dimensions_interval" yaml:"track_vector_dimensions_interval"`
ReindexVectorDimensionsAtStartup bool `json:"reindex_vector_dimensions_at_startup" yaml:"reindex_vector_dimensions_at_startup"`
DisableLazyLoadShards bool `json:"disable_lazy_load_shards" yaml:"disable_lazy_load_shards"`
ForceFullReplicasSearch bool `json:"force_full_replicas_search" yaml:"force_full_replicas_search"`
TransferInactivityTimeout time.Duration `json:"transfer_inactivity_timeout" yaml:"transfer_inactivity_timeout"`
RecountPropertiesAtStartup bool `json:"recount_properties_at_startup" yaml:"recount_properties_at_startup"`
ReindexSetToRoaringsetAtStartup bool `json:"reindex_set_to_roaringset_at_startup" yaml:"reindex_set_to_roaringset_at_startup"`
ReindexerGoroutinesFactor float64 `json:"reindexer_goroutines_factor" yaml:"reindexer_goroutines_factor"`
ReindexMapToBlockmaxAtStartup bool `json:"reindex_map_to_blockmax_at_startup" yaml:"reindex_map_to_blockmax_at_startup"`
ReindexMapToBlockmaxConfig MapToBlockamaxConfig `json:"reindex_map_to_blockmax_config" yaml:"reindex_map_to_blockmax_config"`
IndexMissingTextFilterableAtStartup bool `json:"index_missing_text_filterable_at_startup" yaml:"index_missing_text_filterable_at_startup"`
DisableGraphQL bool `json:"disable_graphql" yaml:"disable_graphql"`
AvoidMmap bool `json:"avoid_mmap" yaml:"avoid_mmap"`
CORS CORS `json:"cors" yaml:"cors"`
DisableTelemetry bool `json:"disable_telemetry" yaml:"disable_telemetry"`
HNSWStartupWaitForVectorCache bool `json:"hnsw_startup_wait_for_vector_cache" yaml:"hnsw_startup_wait_for_vector_cache"`
HNSWVisitedListPoolMaxSize int `json:"hnsw_visited_list_pool_max_size" yaml:"hnsw_visited_list_pool_max_size"`
HNSWFlatSearchConcurrency int `json:"hnsw_flat_search_concurrency" yaml:"hnsw_flat_search_concurrency"`
HNSWAcornFilterRatio float64 `json:"hnsw_acorn_filter_ratio" yaml:"hnsw_acorn_filter_ratio"`
Sentry *entsentry.ConfigOpts `json:"sentry" yaml:"sentry"`
MetadataServer MetadataServer `json:"metadata_server" yaml:"metadata_server"`
SchemaHandlerConfig SchemaHandlerConfig `json:"schema" yaml:"schema"`
DistributedTasks DistributedTasksConfig `json:"distributed_tasks" yaml:"distributed_tasks"`
ReplicationEngineMaxWorkers int `json:"replication_engine_max_workers" yaml:"replication_engine_max_workers"`
ReplicationEngineFileCopyWorkers int `json:"replication_engine_file_copy_workers" yaml:"replication_engine_file_copy_workers"`
// Raft Specific configuration
// TODO-RAFT: Do we want to be able to specify these with config file as well ?
Raft Raft
// map[className][]propertyName
ReindexIndexesAtStartup map[string][]string `json:"reindex_indexes_at_startup" yaml:"reindex_indexes_at_startup"`
RuntimeOverrides RuntimeOverrides `json:"runtime_overrides" yaml:"runtime_overrides"`
ReplicaMovementDisabled bool `json:"replica_movement_disabled" yaml:"replica_movement_disabled"`
ReplicaMovementMinimumAsyncWait *runtime.DynamicValue[time.Duration] `json:"REPLICA_MOVEMENT_MINIMUM_ASYNC_WAIT" yaml:"REPLICA_MOVEMENT_MINIMUM_ASYNC_WAIT"`
// TenantActivityReadLogLevel is 'debug' by default as every single READ
// interaction with a tenant leads to a log line. However, this may
// temporarily be desired, e.g. for analysis or debugging purposes. In this
// case the log level can be elevated, e.g. to 'info'. This is overall less
// noisy than changing the global log level, but still allows to see all
// tenant read activity.
TenantActivityReadLogLevel *runtime.DynamicValue[string] `json:"tenant_activity_read_log_level" yaml:"tenant_activity_read_log_level"`
// TenantActivityWriteLogLevel is 'debug' by default as every single WRITE
// interaction with a tenant leads to a log line. However, this may
// temporarily be desired, e.g. for analysis or debugging purposes. In this
// case the log level can be elevated, e.g. to 'info'. This is overall less
// noisy than changing the global log level, but still allows to see all
// tenant write activity.
TenantActivityWriteLogLevel *runtime.DynamicValue[string] `json:"tenant_activity_write_log_level" yaml:"tenant_activity_write_log_level"`
// RevectorizeCheck is an optimization where Weaviate checks if a vector can
// be reused from a previous version of the object, for example because the
// only change was an update of a property that is excluded from
// vectorization. This check is on by default (backward-compatibility).
//
// However, this check comes at a cost, it means that every single insert
// will turn into a read-before-write pattern, even if the inserted object is
// new. That is because the logic first needs to check if the object even
// exists. In cases where write throughput matters and the overwhelming
// majority of inserts are new, unique objects, it might be advisable to turn
// this feature off using the provided flag.
RevectorizeCheckDisabled *runtime.DynamicValue[bool] `json:"revectorize_check_disabled" yaml:"revectorize_check_disabled"`
QuerySlowLogEnabled *runtime.DynamicValue[bool] `json:"query_slow_log_enabled" yaml:"query_slow_log_enabled"`
QuerySlowLogThreshold *runtime.DynamicValue[time.Duration] `json:"query_slow_log_threshold" yaml:"query_slow_log_threshold"`
// New classes will be created with the default quantization
DefaultQuantization *runtime.DynamicValue[string] `json:"default_quantization" yaml:"default_quantization"`
QueryBitmapBufsMaxMemory int `json:"query_bitmap_bufs_max_memory" yaml:"query_bitmap_bufs_max_memory"`
QueryBitmapBufsMaxBufSize int `json:"query_bitmap_bufs_max_buf_size" yaml:"query_bitmap_bufs_max_buf_size"`
// InvertedSorterDisabled forces the "objects bucket" strategy and doesn't
// not consider inverted sorting, even when the query planner thinks this is
// the better option.
//
// Most users should never set this flag, it exists for two reasons:
// - For benchmarking reasons, this flag can be used to evaluate the
// (positive) impact of the inverted sorter.
// - As a safety net to revert to the old behavior in case there is a bug
// in the inverted indexer despite the very extensive testing.
//
// This flat may be removed in the future.
InvertedSorterDisabled *runtime.DynamicValue[bool] `json:"inverted_sorter_disabled" yaml:"inverted_sorter_disabled"`
// Usage configuration for the usage module
Usage usagetypes.UsageConfig `json:"usage" yaml:"usage"`
// The minimum timeout for the server to wait before it returns an error
MinimumInternalTimeout time.Duration `json:"minimum_internal_timeout" yaml:"minimum_internal_timeout"`
}
type MapToBlockamaxConfig struct {
SwapBuckets bool `json:"swap_buckets" yaml:"swap_buckets"`
UnswapBuckets bool `json:"unswap_buckets" yaml:"unswap_buckets"`
TidyBuckets bool `json:"tidy_buckets" yaml:"tidy_buckets"`
ReloadShards bool `json:"reload_shards" yaml:"reload_shards"`
Rollback bool `json:"rollback" yaml:"rollback"`
ConditionalStart bool `json:"conditional_start" yaml:"conditional_start"`
ProcessingDurationSeconds int `json:"processing_duration_seconds" yaml:"processing_duration_seconds"`
PauseDurationSeconds int `json:"pause_duration_seconds" yaml:"pause_duration_seconds"`
PerObjectDelayMilliseconds int `json:"per_object_delay_milliseconds" yaml:"per_object_delay_milliseconds"`
Selected []CollectionPropsTenants `json:"selected" yaml:"selected"`
}
type CollectionPropsTenants struct {
Collection string `json:"collection" yaml:"collection"`
Props []string `json:"props" yaml:"props"`
Tenants []string `json:"tenants" yaml:"tenants"`
}
// Validate the configuration
func (c *Config) Validate() error {
if err := c.Authentication.Validate(); err != nil {
return configErr(err)
}
if err := c.Authorization.Validate(); err != nil {
return configErr(err)
}
if c.Authentication.AnonymousAccess.Enabled && c.Authorization.Rbac.Enabled {
return fmt.Errorf("cannot enable anonymous access and rbac authorization")
}
if err := c.Persistence.Validate(); err != nil {
return configErr(err)
}
if err := c.AutoSchema.Validate(); err != nil {
return configErr(err)
}
if err := c.ResourceUsage.Validate(); err != nil {
return configErr(err)
}
if err := c.Raft.Validate(); err != nil {
return configErr(err)
}
return nil
}
// ValidateModules validates the non-nested parameters. Nested objects must provide their own
// validation methods
func (c *Config) ValidateModules(modProv moduleProvider) error {
if err := c.validateDefaultVectorizerModule(modProv); err != nil {
return errors.Wrap(err, "default vectorizer module")
}
if err := c.validateDefaultVectorDistanceMetric(); err != nil {
return errors.Wrap(err, "default vector distance metric")
}
return nil
}
func (c *Config) validateDefaultVectorizerModule(modProv moduleProvider) error {
if c.DefaultVectorizerModule == VectorizerModuleNone {
return nil
}
return modProv.ValidateVectorizer(c.DefaultVectorizerModule)
}
type moduleProvider interface {
ValidateVectorizer(moduleName string) error
}
func (c *Config) validateDefaultVectorDistanceMetric() error {
switch c.DefaultVectorDistanceMetric {
case "", common.DistanceCosine, common.DistanceDot, common.DistanceL2Squared, common.DistanceManhattan, common.DistanceHamming:
return nil
default:
return fmt.Errorf("must be one of [\"cosine\", \"dot\", \"l2-squared\", \"manhattan\",\"hamming\"]")
}
}
type AutoSchema struct {
Enabled *runtime.DynamicValue[bool] `json:"enabled" yaml:"enabled"`
DefaultString string `json:"defaultString" yaml:"defaultString"`
DefaultNumber string `json:"defaultNumber" yaml:"defaultNumber"`
DefaultDate string `json:"defaultDate" yaml:"defaultDate"`
}
func (a AutoSchema) Validate() error {
if a.DefaultNumber != "int" && a.DefaultNumber != "number" {
return fmt.Errorf("autoSchema.defaultNumber must be either 'int' or 'number")
}
if a.DefaultString != schema.DataTypeText.String() &&
a.DefaultString != schema.DataTypeString.String() {
return fmt.Errorf("autoSchema.defaultString must be either 'string' or 'text")
}
if a.DefaultDate != "date" &&
a.DefaultDate != schema.DataTypeText.String() &&
a.DefaultDate != schema.DataTypeString.String() {
return fmt.Errorf("autoSchema.defaultDate must be either 'date' or 'string' or 'text")
}
return nil
}
// QueryDefaults for optional parameters
type QueryDefaults struct {
Limit int64 `json:"limit" yaml:"limit"`
LimitGraphQL int64 `json:"limitGraphQL" yaml:"limitGraphQL"`
}
// DefaultQueryDefaultsLimit is the default query limit when no limit is provided
const (
DefaultQueryDefaultsLimit int64 = 10
DefaultQueryDefaultsLimitGraphQL int64 = 100
)
type Contextionary struct {
URL string `json:"url" yaml:"url"`
}
// Support independent TLS credentials for gRPC
type GRPC struct {
Port int `json:"port" yaml:"port"`
CertFile string `json:"certFile" yaml:"certFile"`
KeyFile string `json:"keyFile" yaml:"keyFile"`
MaxMsgSize int `json:"maxMsgSize" yaml:"maxMsgSize"`
}
type Profiling struct {
BlockProfileRate int `json:"blockProfileRate" yaml:"blockProfileRate"`
MutexProfileFraction int `json:"mutexProfileFraction" yaml:"mutexProfileFraction"`
Disabled bool `json:"disabled" yaml:"disabled"`
Port int `json:"port" yaml:"port"`
}
type DistributedTasksConfig struct {
Enabled bool `json:"enabled" yaml:"enabled"`
CompletedTaskTTL time.Duration `json:"completedTaskTTL" yaml:"completedTaskTTL"`
SchedulerTickInterval time.Duration `json:"schedulerTickInterval" yaml:"schedulerTickInterval"`
}
type Persistence struct {
DataPath string `json:"dataPath" yaml:"dataPath"`
MemtablesFlushDirtyAfter int `json:"flushDirtyMemtablesAfter" yaml:"flushDirtyMemtablesAfter"`
MemtablesMaxSizeMB int `json:"memtablesMaxSizeMB" yaml:"memtablesMaxSizeMB"`
MemtablesMinActiveDurationSeconds int `json:"memtablesMinActiveDurationSeconds" yaml:"memtablesMinActiveDurationSeconds"`
MemtablesMaxActiveDurationSeconds int `json:"memtablesMaxActiveDurationSeconds" yaml:"memtablesMaxActiveDurationSeconds"`
LSMMaxSegmentSize int64 `json:"lsmMaxSegmentSize" yaml:"lsmMaxSegmentSize"`
LSMSegmentsCleanupIntervalSeconds int `json:"lsmSegmentsCleanupIntervalSeconds" yaml:"lsmSegmentsCleanupIntervalSeconds"`
LSMSeparateObjectsCompactions bool `json:"lsmSeparateObjectsCompactions" yaml:"lsmSeparateObjectsCompactions"`
LSMEnableSegmentsChecksumValidation bool `json:"lsmEnableSegmentsChecksumValidation" yaml:"lsmEnableSegmentsChecksumValidation"`
LSMCycleManagerRoutinesFactor int `json:"lsmCycleManagerRoutinesFactor" yaml:"lsmCycleManagerRoutinesFactor"`
IndexRangeableInMemory bool `json:"indexRangeableInMemory" yaml:"indexRangeableInMemory"`
MinMMapSize int64 `json:"minMMapSize" yaml:"minMMapSize"`
LazySegmentsDisabled bool `json:"lazySegmentsDisabled" yaml:"lazySegmentsDisabled"`
SegmentInfoIntoFileNameEnabled bool `json:"segmentFileInfoEnabled" yaml:"segmentFileInfoEnabled"`
WriteMetadataFilesEnabled bool `json:"writeMetadataFilesEnabled" yaml:"writeMetadataFilesEnabled"`
MaxReuseWalSize int64 `json:"MaxReuseWalSize" yaml:"MaxReuseWalSize"`
HNSWMaxLogSize int64 `json:"hnswMaxLogSize" yaml:"hnswMaxLogSize"`
HNSWDisableSnapshots bool `json:"hnswDisableSnapshots" yaml:"hnswDisableSnapshots"`
HNSWSnapshotIntervalSeconds int `json:"hnswSnapshotIntervalSeconds" yaml:"hnswSnapshotIntervalSeconds"`
HNSWSnapshotOnStartup bool `json:"hnswSnapshotOnStartup" yaml:"hnswSnapshotOnStartup"`
HNSWSnapshotMinDeltaCommitlogsNumber int `json:"hnswSnapshotMinDeltaCommitlogsNumber" yaml:"hnswSnapshotMinDeltaCommitlogsNumber"`
HNSWSnapshotMinDeltaCommitlogsSizePercentage int `json:"hnswSnapshotMinDeltaCommitlogsSizePercentage" yaml:"hnswSnapshotMinDeltaCommitlogsSizePercentage"`
}
// DefaultPersistenceDataPath is the default location for data directory when no location is provided
const DefaultPersistenceDataPath string = "./data"
// DefaultPersistenceLSMMaxSegmentSize is effectively unlimited for backward
// compatibility. TODO: consider changing this in a future release and make
// some noise about it. This is technically a breaking change.
const DefaultPersistenceLSMMaxSegmentSize = math.MaxInt64
// DefaultPersistenceLSMSegmentsCleanupIntervalSeconds = 0 for backward compatibility.
// value = 0 means cleanup is turned off.
const DefaultPersistenceLSMSegmentsCleanupIntervalSeconds = 0
// DefaultPersistenceLSMCycleManagerRoutinesFactor - determines how many goroutines
// are started for cyclemanager (factor * NUMCPU)
const DefaultPersistenceLSMCycleManagerRoutinesFactor = 2
const DefaultPersistenceHNSWMaxLogSize = 500 * 1024 * 1024 // 500MB for backward compatibility
const (
// minimal interval for new hnws snapshot to be created after last one
DefaultHNSWSnapshotIntervalSeconds = 6 * 3600 // 6h
DefaultHNSWSnapshotDisabled = true
DefaultHNSWSnapshotOnStartup = true
DefaultHNSWSnapshotMinDeltaCommitlogsNumber = 1
DefaultHNSWSnapshotMinDeltaCommitlogsSizePercentage = 5 // 5%
)
const (
DefaultReindexerGoroutinesFactor = 0.5
DefaultMapToBlockmaxProcessingDurationSeconds = 3 * 60
DefaultMapToBlockmaxPauseDurationSeconds = 60
DefaultMapToBlockmaxPerObjectDelayMilliseconds = 0
)
// MetadataServer is experimental.
type MetadataServer struct {
// When enabled startup will include a "metadata server"
// for separation of storage/compute Weaviate.
Enabled bool `json:"enabled" yaml:"enabled"`
GrpcListenAddress string `json:"grpc_listen_address" yaml:"grpc_listen_address"`
DataEventsChannelCapacity int `json:"data_events_channel_capacity" yaml:"data_events_channel_capacity"`
}
const (
DefaultMetadataServerGrpcListenAddress = ":9050"
DefaultMetadataServerDataEventsChannelCapacity = 100
)
const DefaultHNSWVisitedListPoolSize = -1 // unlimited for backward compatibility
const DefaultHNSWFlatSearchConcurrency = 1 // 1 for backward compatibility
const (
DefaultPersistenceMinMMapSize = 8192 // 8kb by default
DefaultPersistenceMaxReuseWalSize = 4096 // 4kb by default
)
func (p Persistence) Validate() error {
if p.DataPath == "" {
return fmt.Errorf("persistence.dataPath must be set")
}
return nil
}
type DiskUse struct {
WarningPercentage uint64 `json:"warning_percentage" yaml:"warning_percentage"`
ReadOnlyPercentage uint64 `json:"readonly_percentage" yaml:"readonly_percentage"`
}
func (d DiskUse) Validate() error {
if d.WarningPercentage > 100 {
return fmt.Errorf("disk_use.read_only_percentage must be between 0 and 100")
}
if d.ReadOnlyPercentage > 100 {
return fmt.Errorf("disk_use.read_only_percentage must be between 0 and 100")
}
return nil
}
type MemUse struct {
WarningPercentage uint64 `json:"warning_percentage" yaml:"warning_percentage"`
ReadOnlyPercentage uint64 `json:"readonly_percentage" yaml:"readonly_percentage"`
}
func (m MemUse) Validate() error {
if m.WarningPercentage > 100 {
return fmt.Errorf("mem_use.read_only_percentage must be between 0 and 100")
}
if m.ReadOnlyPercentage > 100 {
return fmt.Errorf("mem_use.read_only_percentage must be between 0 and 100")
}
return nil
}
type ResourceUsage struct {
DiskUse DiskUse
MemUse MemUse
}
type CORS struct {
AllowOrigin string `json:"allow_origin" yaml:"allow_origin"`
AllowMethods string `json:"allow_methods" yaml:"allow_methods"`
AllowHeaders string `json:"allow_headers" yaml:"allow_headers"`
}
const (
DefaultCORSAllowOrigin = "*"
DefaultCORSAllowMethods = "*"
DefaultCORSAllowHeaders = "Content-Type, Authorization, Batch, X-Openai-Api-Key, X-Openai-Organization, X-Openai-Baseurl, X-Anyscale-Baseurl, X-Anyscale-Api-Key, X-Cohere-Api-Key, X-Cohere-Baseurl, X-Huggingface-Api-Key, X-Azure-Api-Key, X-Azure-Deployment-Id, X-Azure-Resource-Name, X-Azure-Concurrency, X-Azure-Block-Size, X-Google-Api-Key, X-Google-Vertex-Api-Key, X-Google-Studio-Api-Key, X-Goog-Api-Key, X-Goog-Vertex-Api-Key, X-Goog-Studio-Api-Key, X-Palm-Api-Key, X-Jinaai-Api-Key, X-Aws-Access-Key, X-Aws-Secret-Key, X-Voyageai-Baseurl, X-Voyageai-Api-Key, X-Mistral-Baseurl, X-Mistral-Api-Key, X-Anthropic-Baseurl, X-Anthropic-Api-Key, X-Databricks-Endpoint, X-Databricks-Token, X-Databricks-User-Agent, X-Friendli-Token, X-Friendli-Baseurl, X-Weaviate-Api-Key, X-Weaviate-Cluster-Url, X-Nvidia-Api-Key, X-Nvidia-Baseurl"
)
func (r ResourceUsage) Validate() error {
if err := r.DiskUse.Validate(); err != nil {
return err
}
if err := r.MemUse.Validate(); err != nil {
return err
}
return nil
}
type Raft struct {
Port int
InternalRPCPort int
RPCMessageMaxSize int
Join []string
SnapshotInterval time.Duration
SnapshotThreshold uint64
TrailingLogs uint64
HeartbeatTimeout time.Duration
ElectionTimeout time.Duration
LeaderLeaseTimeout time.Duration
TimeoutsMultiplier int
ConsistencyWaitTimeout time.Duration
BootstrapTimeout time.Duration
BootstrapExpect int
MetadataOnlyVoters bool
EnableOneNodeRecovery bool
ForceOneNodeRecovery bool
}
func (r *Raft) Validate() error {
if r.Port == 0 {
return fmt.Errorf("raft.port must be greater than 0")
}
if r.InternalRPCPort == 0 {
return fmt.Errorf("raft.intra_rpc_port must be greater than 0")
}
uniqueMap := make(map[string]struct{}, len(r.Join))
updatedJoinList := make([]string, len(r.Join))
for i, nodeNameAndPort := range r.Join {
// Check that the format is correct. In case only node name is present we append the default raft port
nodeNameAndPortSplitted := strings.Split(nodeNameAndPort, ":")
if len(nodeNameAndPortSplitted) == 0 {
return fmt.Errorf("raft.join element %s has no node name", nodeNameAndPort)
} else if len(nodeNameAndPortSplitted) < 2 {
// If user only specify a node name and no port, use the default raft port
nodeNameAndPortSplitted = append(nodeNameAndPortSplitted, fmt.Sprintf("%d", DefaultRaftPort))
} else if len(nodeNameAndPortSplitted) > 2 {
return fmt.Errorf("raft.join element %s has unexpected amount of element", nodeNameAndPort)
}
// Check that the node name is unique
nodeName := nodeNameAndPortSplitted[0]
if _, ok := uniqueMap[nodeName]; ok {
return fmt.Errorf("raft.join contains the value %s multiple times. Joined nodes must have a unique id", nodeName)
} else {
uniqueMap[nodeName] = struct{}{}
}
// TODO-RAFT START
// Validate host and port
updatedJoinList[i] = strings.Join(nodeNameAndPortSplitted, ":")
}
r.Join = updatedJoinList
if r.BootstrapExpect == 0 {
return fmt.Errorf("raft.bootstrap_expect must be greater than 0")
}
if r.BootstrapExpect > len(r.Join) {
return fmt.Errorf("raft.bootstrap.expect must be less than or equal to the length of raft.join")
}
if r.SnapshotInterval <= 0 {
return fmt.Errorf("raft.bootstrap.snapshot_interval must be more than 0")
}
if r.SnapshotThreshold <= 0 {
return fmt.Errorf("raft.bootstrap.snapshot_threshold must be more than 0")
}
if r.ConsistencyWaitTimeout <= 0 {
return fmt.Errorf("raft.bootstrap.consistency_wait_timeout must be more than 0")
}
return nil
}
// GetConfigOptionGroup creates an option group for swagger
func GetConfigOptionGroup() *swag.CommandLineOptionsGroup {
commandLineOptionsGroup := swag.CommandLineOptionsGroup{
ShortDescription: "Connector, raft & MQTT config",
LongDescription: "",
Options: &Flags{},
}
return &commandLineOptionsGroup
}
// WeaviateConfig represents the used schema's
type WeaviateConfig struct {
Config Config
Hostname string
Scheme string
}
// GetHostAddress from config locations
func (f *WeaviateConfig) GetHostAddress() string {
return fmt.Sprintf("%s://%s", f.Scheme, f.Hostname)
}
// LoadConfig from config locations. The load order for configuration values if the following
// 1. Config file
// 2. Environment variables
// 3. Command line flags
// If a config option is specified multiple times in different locations, the latest one will be used in this order.
func (f *WeaviateConfig) LoadConfig(flags *swag.CommandLineOptionsGroup, logger logrus.FieldLogger) error {
// Get command line flags
configFileName := flags.Options.(*Flags).ConfigFile
// Set default if not given
if configFileName == "" {
configFileName = DefaultConfigFile
}
// Read config file
file, err := os.ReadFile(configFileName)
_ = err // explicitly ignore
// Load config from config file if present
if len(file) > 0 {
logger.WithField("action", "config_load").WithField("config_file_path", configFileName).
Info("Usage of the weaviate.conf.json file is deprecated and will be removed in the future. Please use environment variables.")
config, err := f.parseConfigFile(file, configFileName)
if err != nil {
return configErr(err)
}
f.Config = config
deprecations.Log(logger, "config-files")
}
// Load config from env
if err := FromEnv(&f.Config); err != nil {
return configErr(err)
}
// Load config from flags
f.fromFlags(flags.Options.(*Flags))
return f.Config.Validate()
}
func (f *WeaviateConfig) parseConfigFile(file []byte, name string) (Config, error) {
var config Config
m := regexp.MustCompile(`.*\.(\w+)$`).FindStringSubmatch(name)
if len(m) < 2 {
return config, fmt.Errorf("config file does not have a file ending, got '%s'", name)
}
switch m[1] {
case "json":
err := json.Unmarshal(file, &config)
if err != nil {
return config, fmt.Errorf("error unmarshalling the json config file: %w", err)
}
case "yaml":
err := yaml.Unmarshal(file, &config)
if err != nil {
return config, fmt.Errorf("error unmarshalling the yaml config file: %w", err)
}
default:
return config, fmt.Errorf("unsupported config file extension '%s', use .yaml or .json", m[1])
}
return config, nil
}
// fromFlags parses values from flags given as parameter and overrides values in the config
func (f *WeaviateConfig) fromFlags(flags *Flags) {
if flags.RaftPort > 0 {
f.Config.Raft.Port = flags.RaftPort
}
if flags.RaftInternalRPCPort > 0 {
f.Config.Raft.InternalRPCPort = flags.RaftInternalRPCPort
}
if flags.RaftRPCMessageMaxSize > 0 {
f.Config.Raft.RPCMessageMaxSize = flags.RaftRPCMessageMaxSize
}
if flags.RaftJoin != nil {
f.Config.Raft.Join = flags.RaftJoin
}
if flags.RaftBootstrapTimeout > 0 {
f.Config.Raft.BootstrapTimeout = time.Second * time.Duration(flags.RaftBootstrapTimeout)
}
if flags.RaftBootstrapExpect > 0 {
f.Config.Raft.BootstrapExpect = flags.RaftBootstrapExpect
}
if flags.RaftSnapshotInterval > 0 {
f.Config.Raft.SnapshotInterval = time.Second * time.Duration(flags.RaftSnapshotInterval)
}
if flags.RaftSnapshotThreshold > 0 {
f.Config.Raft.SnapshotThreshold = uint64(flags.RaftSnapshotThreshold)
}
if flags.RaftMetadataOnlyVoters {
f.Config.Raft.MetadataOnlyVoters = true
}
if flags.RuntimeOverridesEnabled {
f.Config.RuntimeOverrides.Enabled = flags.RuntimeOverridesEnabled
}
if flags.RuntimeOverridesPath != "" {
f.Config.RuntimeOverrides.Path = flags.RuntimeOverridesPath
}
if flags.RuntimeOverridesLoadInterval > 0 {
f.Config.RuntimeOverrides.LoadInterval = flags.RuntimeOverridesLoadInterval
}
}
func configErr(err error) error {
return fmt.Errorf("invalid config: %w", err)
}