airbyte

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v0.0.0-rc9 Latest Latest
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 Go to latest Published: Nov 12, 2024 License: Apache-2.0 Imports: 38 Imported by: 0

README

Airbyte provider

This is a bridge between native transfer and airbyte connector.

We support source airbyte connectors

How to add new airbyte connector

1. Add proto-model

Each airbyte provider has own config. To get such config you can run:

docker run airbyte/source-snowflake:0.1.31 spec

This would output airbyte spec for a connector. Output may contains also logs, but some line should have type SPEC. Something like this:

{"type":"LOG","log":{"level":"INFO","message":"INFO i.a.i.b.IntegrationRunner(runInternal):107 Integration config: IntegrationConfig{command=SPEC, configPath='null', catalogPath='null', statePath='null'}"}}
{"type":"SPEC","spec":{"documentationUrl":"https://docs.airbyte.com/integrations/sources/snowflake","connectionSpecification":{"$schema":"http://json-schema.org/draft-07/schema#","title":"Snowflake Source Spec","type":"object","required":["host","role","warehouse","database"],"properties":{"credentials":{"title":"Authorization Method","type":"object","oneOf":[{"type":"object","title":"OAuth2.0","order":0,"required":["client_id","client_secret","auth_type"],"properties":{"auth_type":{"type":"string","const":"OAuth","order":0},"client_id":{"type":"string","title":"Client ID","description":"The Client ID of your Snowflake developer application.","airbyte_secret":true,"order":1},"client_secret":{"type":"string","title":"Client Secret","description":"The Client Secret of your Snowflake developer application.","airbyte_secret":true,"order":2},"access_token":{"type":"string","title":"Access Token","description":"Access Token for making authenticated requests.","airbyte_secret":true,"order":3},"refresh_token":{"type":"string","title":"Refresh Token","description":"Refresh Token for making authenticated requests.","airbyte_secret":true,"order":4}}},{"title":"Username and Password","type":"object","required":["username","password","auth_type"],"order":1,"properties":{"auth_type":{"type":"string","const":"username/password","order":0},"username":{"description":"The username you created to allow Airbyte to access the database.","examples":["AIRBYTE_USER"],"type":"string","title":"Username","order":1},"password":{"description":"The password associated with the username.","type":"string","airbyte_secret":true,"title":"Password","order":2}}}],"order":0},"host":{"description":"The host domain of the snowflake instance (must include the account, region, cloud environment, and end with snowflakecomputing.com).","examples":["accountname.us-east-2.aws.snowflakecomputing.com"],"type":"string","title":"Account Name","order":1},"role":{"description":"The role you created for Airbyte to access Snowflake.","examples":["AIRBYTE_ROLE"],"type":"string","title":"Role","order":2},"warehouse":{"description":"The warehouse you created for Airbyte to access data.","examples":["AIRBYTE_WAREHOUSE"],"type":"string","title":"Warehouse","order":3},"database":{"description":"The database you created for Airbyte to access data.","examples":["AIRBYTE_DATABASE"],"type":"string","title":"Database","order":4},"schema":{"description":"The source Snowflake schema tables. Leave empty to access tables from multiple schemas.","examples":["AIRBYTE_SCHEMA"],"type":"string","title":"Schema","order":5},"jdbc_url_params":{"description":"Additional properties to pass to the JDBC URL string when connecting to the database formatted as 'key=value' pairs separated by the symbol '&'. (example: key1=value1&key2=value2&key3=value3).","title":"JDBC URL Params","type":"string","order":6}}},"supportsNormalization":false,"supportsDBT":false,"supported_destination_sync_modes":[],"advanced_auth":{"auth_flow_type":"oauth2.0","predicate_key":["credentials","auth_type"],"predicate_value":"OAuth","oauth_config_specification":{"oauth_user_input_from_connector_config_specification":{"type":"object","properties":{"host":{"type":"string","path_in_connector_config":["host"]},"role":{"type":"string","path_in_connector_config":["role"]}}},"complete_oauth_output_specification":{"type":"object","properties":{"access_token":{"type":"string","path_in_connector_config":["credentials","access_token"]},"refresh_token":{"type":"string","path_in_connector_config":["credentials","refresh_token"]}}},"complete_oauth_server_input_specification":{"type":"object","properties":{"client_id":{"type":"string"},"client_secret":{"type":"string"}}},"complete_oauth_server_output_specification":{"type":"object","properties":{"client_id":{"type":"string","path_in_connector_config":["credentials","client_id"]},"client_secret":{"type":"string","path_in_connector_config":["credentials","client_secret"]}}}}}}}
{"type":"LOG","log":{"level":"INFO","message":"INFO i.a.i.b.IntegrationRunner(runInternal):182 Completed integration: io.airbyte.integrations.source.snowflake.SnowflakeSource"}}

Spec line contains connectionSpecification key with JSON schema model, this model can be a base for our proto model.

This specification can be baseline for new proto, for example we can use some semi-automatic tools to convert json-schema into proto.

As example you can refer to exist protos

2. Adding docker image and provider type

Each user facing provider has own value of API-Providers enum. If there is no provider in enum - you need to add new one.

Beside that this enum should be added to Known Airbyte Providers list.

To create linkage between API-enum into specific Airbyte provider-code we need to add mappings:

  1. Between Provider Enum and proto-model here
  2. Between Provider Enum and Airbyte-docker image here

By default, we map proto message into json message as is with standard proto-json mapper, but for some cases (for example one-of fields) we should add extra mapping code like we do here.

3. Enable new provider

For managing providers across installation we use grants mechanism, so as last step we should add the new airbyte grant like we do here.

In an initial phase its recommended to enable the new provider in preview mode until a certain stability can be proven.

	NewAirbyteGrant(api.EndpointType_SNOWFLAKE, "Snowflake",
		AWS().Preview(),
	)
4. Optional e2e test

We have a fat pre-commit test for the airbyte connectors which is run by a special script go/tests/e2e/run_teamcity_docker_tests.sh, so if you have a stable instance that can be used as CI-source you can add a new test like it's done in s3csv or another test in that directory.

Example PR adding Airbyte Snowflake connector

For a full example adding a new airbyte connectory you can have a look at this PR

Documentation

Index

Constants

View Source 
const (
	S3                  = EndpointType(24)
	Redshift            = EndpointType(25)
	MSSQL               = EndpointType(26)
	Bigquery            = EndpointType(27)
	Salesforce          = EndpointType(28)
	AmazonAds           = EndpointType(29)
	AmazonSellerPartner = EndpointType(30)
	AwsCloudtrail       = EndpointType(31)
	GoogleAnalytics     = EndpointType(33)
	GoogleSheets        = EndpointType(34)
	BingAds             = EndpointType(35)
	LinkedinAds         = EndpointType(36)
	FacebookMarketing   = EndpointType(37)
	FacebookPages       = EndpointType(38)
	TiktokMarketing     = EndpointType(39)
	SnapchatMarketing   = EndpointType(40)
	Instagram           = EndpointType(41)
	Snowflake           = EndpointType(47)
	Jira                = EndpointType(50)
	Hubspot             = EndpointType(51)
)
View Source 
const AirbyteStateKey = "airbyte_state"
View Source 
const (
	DiscoveryCheck = abstract.CheckType("discover")
)
View Source 
const (
	ProviderType = abstract.ProviderType("airbyte")
)

Variables

View Source 
var AllDestinationSyncModes = []DestinationSyncMode{
	DestinationSyncModeAppend,
	DestinationSyncModeOverwrite,
	DestinationSyncModeAppendDedup,
}
View Source 
var DefaultImages = map[EndpointType]string{
	AmazonAds:           "airbyte/source-amazon-ads:0.1.3",
	AmazonSellerPartner: "airbyte/source-amazon-seller-partner:0.2.14",
	AwsCloudtrail:       "airbyte/source-aws-cloudtrail:0.1.4",
	Bigquery:            "airbyte/source-bigquery:0.1.8",
	BingAds:             "airbyte/source-bing-ads:0.1.3",
	FacebookMarketing:   "airbyte/source-facebook-marketing:0.2.35",
	FacebookPages:       "airbyte/source-facebook-pages:0.1.6",
	GoogleAds:           "airbyte/source-google-ads:0.1.27",
	GoogleAnalytics:     "airbyte/source-google-analytics-v4:0.1.16",
	GoogleSheets:        "airbyte/source-google-sheets:0.2.9",
	Instagram:           "airbyte/source-instagram:0.1.9",
	LinkedinAds:         "airbyte/source-linkedin-ads:2.1.2",
	MSSQL:               "airbyte/source-mssql:0.3.17",
	Redshift:            "airbyte/source-redshift:0.3.8",
	S3:                  "airbyte/source-s3:0.1.18",
	Salesforce:          "airbyte/source-salesforce:0.1.23",
	SnapchatMarketing:   "airbyte/source-snapchat-marketing:0.1.4",
	TiktokMarketing:     "airbyte/source-tiktok-marketing:0.1.3",
	Snowflake:           "airbyte/source-snowflake:0.1.32",
	Jira:                "airbyte/source-jira:0.10.2",
	Hubspot:             "airbyte/source-hubspot:0.2.1",
}
View Source 
var RecordIndexCol = abstract.ColSchema{
	TableSchema:  "",
	TableName:    "",
	Path:         "",
	ColumnName:   "__dt_record_index",
	DataType:     ytschema.TypeInt64.String(),
	PrimaryKey:   true,
	FakeKey:      false,
	Required:     true,
	Expression:   "",
	OriginalType: "",
	Properties:   nil,
}

Functions

func New 

func New(lgr log.Logger, registry metrics.Registry, cp cpclient.Coordinator, transfer *model.Transfer) providers.Provider

func NewStreamRecord 

func NewStreamRecord(
	stream *AirbyteStream,
	cols []string,
	record *Record,
	tableSchema *abstract.TableSchema,
	colToIndex map[string]int,
	rowIndex int,
) events.InsertEvent

func StateKey 

func StateKey(table abstract.TableID) string

Types

type AirbyteSource 

type AirbyteSource struct {
	Config         string
	BaseDir        string
	ProtoConfig    string
	BatchSizeLimit model.BytesSize
	RecordsLimit   int
	EndpointType   EndpointType
	MaxRowSize     int
	Image          string
}

func (*AirbyteSource) DataDir 

func (s *AirbyteSource) DataDir() string

func (*AirbyteSource) DockerImage 

func (s *AirbyteSource) DockerImage() string

func (*AirbyteSource) GetProviderType 

func (s *AirbyteSource) GetProviderType() abstract.ProviderType

func (*AirbyteSource) IsAbstract2 

func (*AirbyteSource) IsAbstract2(model.Destination) bool

func (*AirbyteSource) IsIncremental 

func (*AirbyteSource) IsIncremental()

func (*AirbyteSource) IsSource 

func (*AirbyteSource) IsSource()

func (*AirbyteSource) IsStrictSource 

func (*AirbyteSource) IsStrictSource()

func (*AirbyteSource) SupportMultiThreads 

func (s *AirbyteSource) SupportMultiThreads() bool

func (*AirbyteSource) SupportMultiWorkers 

func (s *AirbyteSource) SupportMultiWorkers() bool

func (*AirbyteSource) SupportsStartCursorValue 

func (*AirbyteSource) SupportsStartCursorValue() bool

func (*AirbyteSource) Validate 

func (s *AirbyteSource) Validate() error

func (*AirbyteSource) WithDefaults 

func (s *AirbyteSource) WithDefaults()

type AirbyteStream 

type AirbyteStream struct {
	Name                    string     `json:"name"`
	JSONSchema              JSONSchema `json:"json_schema"`
	SupportedSyncModes      []string   `json:"supported_sync_modes"`
	DefaultCursorField      []string   `json:"default_cursor_field"`
	SourceDefinedPrimaryKey [][]string `json:"source_defined_primary_key"`
	Namespace               string     `json:"namespace"`
}

func (AirbyteStream) TableID 

func (s AirbyteStream) TableID() abstract.TableID

type AirbyteSyncStream 

type AirbyteSyncStream struct {
	Stream              AirbyteStream `json:"stream"`
	SyncMode            string        `json:"sync_mode"`
	CursorField         []string      `json:"cursor_field"`
	DestinationSyncMode string        `json:"destination_sync_mode"`
}

func (AirbyteSyncStream) TableID 

func (s AirbyteSyncStream) TableID() abstract.TableID

type Catalog 

type Catalog struct {
	Streams []Stream `json:"streams"`
}

type ConfiguredCatalog 

type ConfiguredCatalog struct {
	Streams []ConfiguredStream `json:"streams"`
}

func (*ConfiguredCatalog) Validate 

func (c *ConfiguredCatalog) Validate() error

type ConfiguredStream 

type ConfiguredStream struct {
	Stream              Stream              `json:"stream"`
	SyncMode            string              `json:"sync_mode"`
	DestinationSyncMode DestinationSyncMode `json:"destination_sync_mode"`
	CursorField         []string            `json:"cursor_field,omitempty"`
	PrimaryKey          [][]string          `json:"primary_key,omitempty"`
}

func FindStream 

func FindStream(streams []ConfiguredStream, obj string) (*ConfiguredStream, error)

func (*ConfiguredStream) Validate 

func (c *ConfiguredStream) Validate() error

type ConnectionStatus 

type ConnectionStatus struct {
	Status  Status `json:"status"`
	Message string `json:"message"`
}

type DataObject 

type DataObject struct {
	// contains filtered or unexported fields
}

func (*DataObject) Close 

func (d *DataObject) Close()

func (*DataObject) Err 

func (d *DataObject) Err() error

func (*DataObject) FullName 

func (d *DataObject) FullName() string

func (*DataObject) Name 

func (d *DataObject) Name() string

func (*DataObject) Next 

func (d *DataObject) Next() bool

func (*DataObject) Part 

func (d *DataObject) Part() (base.DataObjectPart, error)

func (*DataObject) ToOldTableDescription 

func (d *DataObject) ToOldTableDescription() (*abstract.TableDescription, error)

func (*DataObject) ToOldTableID 

func (d *DataObject) ToOldTableID() (*abstract.TableID, error)

func (*DataObject) ToTablePart 

func (d *DataObject) ToTablePart() (*abstract.TableDescription, error)

type DataObjects 

type DataObjects struct {
	// contains filtered or unexported fields
}

func NewDataObjects 

func NewDataObjects(catalog *Catalog, filter base.DataObjectFilter) (*DataObjects, error)

func (*DataObjects) Close 

func (d *DataObjects) Close()

func (*DataObjects) Err 

func (d *DataObjects) Err() error

func (*DataObjects) Next 

func (d *DataObjects) Next() bool

func (*DataObjects) Object 

func (d *DataObjects) Object() (base.DataObject, error)

func (*DataObjects) ToOldTableMap 

func (d *DataObjects) ToOldTableMap() (abstract.TableMap, error)

type DestinationSyncMode 

type DestinationSyncMode string
const (
	DestinationSyncModeAppend      DestinationSyncMode = "append"
	DestinationSyncModeOverwrite   DestinationSyncMode = "overwrite"
	DestinationSyncModeAppendDedup DestinationSyncMode = "append_dedup"
)

type EndpointType 

type EndpointType int

type JSONProperty 

type JSONProperty struct {
	Type        []string `json:"type"`
	Format      string   `json:"format"`
	AirbyteType string   `json:"airbyte_type"`
}

JSONProperty type can be array or single string, so had to implement custom unmarshal

func (*JSONProperty) UnmarshalJSON 

func (b *JSONProperty) UnmarshalJSON(data []byte) error

type JSONSchema 

type JSONSchema struct {
	Type       StringOrArray           `json:"type"`
	Properties map[string]JSONProperty `json:"properties"`
}

type Log 

type Log struct {
	Level   LogLevel `json:"level"`
	Message string   `json:"message"`
}

type LogLevel 

type LogLevel string
const (
	LogLevelTrace LogLevel = "TRACE"
	LogLevelDebug LogLevel = "DEBUG"
	LogLevelInfo  LogLevel = "INFO"
	LogLevelWarn  LogLevel = "WARN"
	LogLevelError LogLevel = "ERROR"
	LogLevelFatal LogLevel = "FATAL"
)

type LogRecord 

type LogRecord struct {
	Level   string `json:"level"`
	Message string `json:"message"`
}

type Message 

type Message struct {
	Type             MessageType       `json:"type"`
	Log              *Log              `json:"log,omitempty"`
	State            *State            `json:"state,omitempty"`
	Record           *Record           `json:"record,omitempty"`
	ConnectionStatus *ConnectionStatus `json:"connectionStatus,omitempty"`
	Spec             *Spec             `json:"spec,omitempty"`
	Catalog          *Catalog          `json:"catalog,omitempty"`
}

type MessageType 

type MessageType string
const (
	MessageTypeRecord           MessageType = "RECORD"
	MessageTypeState            MessageType = "STATE"
	MessageTypeLog              MessageType = "LOG"
	MessageTypeSpec             MessageType = "SPEC"
	MessageTypeConnectionStatus MessageType = "CONNECTION_STATUS"
	MessageTypeCatalog          MessageType = "CATALOG"
)

type Provider 

type Provider struct {
	// contains filtered or unexported fields
}

func (*Provider) Activate 

func (p *Provider) Activate(ctx context.Context, task *model.TransferOperation, tables abstract.TableMap, callbacks providers.ActivateCallbacks) error

func (*Provider) Source 

func (p *Provider) Source() (abstract.Source, error)

func (*Provider) Storage 

func (p *Provider) Storage() (abstract.Storage, error)

func (*Provider) Test 

func (p *Provider) Test(ctx context.Context) *abstract.TestResult

func (*Provider) TestChecks 

func (p *Provider) TestChecks() []abstract.CheckType

func (*Provider) Type 

func (p *Provider) Type() abstract.ProviderType

type Record 

type Record struct {
	Stream     string                 `json:"stream"`
	Data       json.RawMessage        `json:"data"`
	EmittedAt  int64                  `json:"emitted_at"`
	Namespace  string                 `json:"namespace,omitempty"`
	ParsedData map[string]interface{} `json:"-"`
}

func (*Record) LazyParse 

func (r *Record) LazyParse() error

func (Record) TableID 

func (r Record) TableID() abstract.TableID

type RecordBatch 

type RecordBatch struct {
	// contains filtered or unexported fields
}

func NewRecordBatch 

func NewRecordBatch(rowIndexOffset int, stream *AirbyteStream) *RecordBatch

func (*RecordBatch) AsChangeItems 

func (r *RecordBatch) AsChangeItems() ([]abstract.ChangeItem, error)

func (*RecordBatch) Count 

func (r *RecordBatch) Count() int

func (*RecordBatch) Event 

func (r *RecordBatch) Event() (base.Event, error)

func (*RecordBatch) Next 

func (r *RecordBatch) Next() bool

func (*RecordBatch) Size 

func (r *RecordBatch) Size() int

type RowsRecord 

type RowsRecord struct {
	Stream *AirbyteStream
	Record *Record

	TableSchema *abstract.TableSchema
	// contains filtered or unexported fields
}

func (*RowsRecord) NewValue 

func (s *RowsRecord) NewValue(i int) (base.Value, error)

func (*RowsRecord) NewValuesCount 

func (s *RowsRecord) NewValuesCount() int

func (*RowsRecord) Table 

func (s *RowsRecord) Table() base.Table

func (*RowsRecord) ToOldChangeItem 

func (s *RowsRecord) ToOldChangeItem() (*abstract.ChangeItem, error)

type Source 

type Source struct {
	// contains filtered or unexported fields
}

func NewSource 

func NewSource(lgr log.Logger, registry metrics.Registry, cp coordinator.Coordinator, cfg *AirbyteSource, transfer *model.Transfer) *Source

func (*Source) Run 

func (s *Source) Run(sink abstract.AsyncSink) error

func (*Source) Stop 

func (s *Source) Stop()

type Spec 

type Spec struct {
	DocumentationURL        string          `json:"documentationUrl,omitempty"`
	ChangelogURL            string          `json:"changelogUrl,omitempty"`
	ConnectionSpecification json.RawMessage `json:"connectionSpecification"`
	SupportsIncremental     bool            `json:"supportsIncremental,omitempty"`

	// SupportedDestinationSyncModes is ignored by Flow
	SupportedDestinationSyncModes []DestinationSyncMode `json:"supported_destination_sync_modes,omitempty"`
	// SupportsNormalization is not currently used or supported by Flow or estuary-developed
	// connectors
	SupportsNormalization bool `json:"supportsNormalization,omitempty"`
	// SupportsDBT is not currently used or supported by Flow or estuary-developed
	// connectors
	SupportsDBT bool `json:"supportsDBT,omitempty"`
	// AuthSpecification is not currently used or supported by Flow or estuary-developed
	// connectors
	AuthSpecification json.RawMessage `json:"authSpecification,omitempty"`
}

type State 

type State struct {
	// Data is the actual state associated with the ingestion. This must be a JSON _Object_ in order
	// to comply with the airbyte specification.
	Data json.RawMessage `json:"data"`
	// Merge indicates that Data is an RFC 7396 JSON Merge Patch, and should
	// be be reduced into the previous state accordingly.
	Merge bool `json:"estuary.dev/merge,omitempty"`
}

func (*State) UnmarshalJSON 

func (s *State) UnmarshalJSON(b []byte) error

type Status 

type Status string
const (
	StatusSucceeded Status = "SUCCEEDED"
	StatusFailed    Status = "FAILED"
)

type Storage 

type Storage struct {
	// contains filtered or unexported fields
}

func NewStorage 

func NewStorage(lgr log.Logger, registry metrics.Registry, cp coordinator.Coordinator, cfg *AirbyteSource, transfer *model.Transfer) (*Storage, error)

func (*Storage) Close 

func (a *Storage) Close()

func (*Storage) EstimateTableRowsCount 

func (a *Storage) EstimateTableRowsCount(table abstract.TableID) (uint64, error)

func (*Storage) ExactTableRowsCount 

func (a *Storage) ExactTableRowsCount(table abstract.TableID) (uint64, error)

func (*Storage) GetIncrementalState 

func (a *Storage) GetIncrementalState(ctx context.Context, incremental []abstract.IncrementalTable) ([]abstract.TableDescription, error)

func (*Storage) LoadTable 

func (a *Storage) LoadTable(ctx context.Context, table abstract.TableDescription, pusher abstract.Pusher) error

func (*Storage) Ping 

func (a *Storage) Ping() error

func (*Storage) SetInitialState 

func (a *Storage) SetInitialState(tables []abstract.TableDescription, incrementalTables []abstract.IncrementalTable)

SetInitialState should have done nothing, since state handled inside loadTable method

func (*Storage) TableExists 

func (a *Storage) TableExists(table abstract.TableID) (bool, error)

func (*Storage) TableList 

func (a *Storage) TableList(filter abstract.IncludeTableList) (abstract.TableMap, error)

func (*Storage) TableSchema 

func (a *Storage) TableSchema(ctx context.Context, table abstract.TableID) (*abstract.TableSchema, error)

type Stream 

type Stream struct {
	Name                    string          `json:"name"`
	JSONSchema              json.RawMessage `json:"json_schema"`
	SupportedSyncModes      []string        `json:"supported_sync_modes"`
	SourceDefinedCursor     bool            `json:"source_defined_cursor,omitempty"`
	DefaultCursorField      []string        `json:"default_cursor_field,omitempty"`
	SourceDefinedPrimaryKey [][]string      `json:"source_defined_primary_key,omitempty"`
	Namespace               string          `json:"namespace,omitempty"`
}

func (*Stream) AsModel 

func (s *Stream) AsModel() *AirbyteStream

func (*Stream) Fqtn 

func (s *Stream) Fqtn() string

func (*Stream) ParsedJSONSchema 

func (s *Stream) ParsedJSONSchema() JSONSchema

func (*Stream) SupportMode 

func (s *Stream) SupportMode(mode string) bool

func (*Stream) TableID 

func (s *Stream) TableID() abstract.TableID

func (*Stream) Validate 

func (s *Stream) Validate() error

type StreamState 

type StreamState struct {
	StreamName      string   `json:"stream_name"`
	StreamNamespace string   `json:"stream_namespace"`
	CursorField     []string `json:"cursor_field"`
	Cursor          string   `json:"cursor,omitempty"`
}

func (StreamState) TableID 

func (s StreamState) TableID() abstract.TableID

type StringOrArray 

type StringOrArray struct {
	Array []string
}

func (*StringOrArray) MarshalJSON 

func (b *StringOrArray) MarshalJSON() ([]byte, error)

func (*StringOrArray) UnmarshalJSON 

func (b *StringOrArray) UnmarshalJSON(data []byte) error

type SyncStreams 

type SyncStreams struct {
	Streams []AirbyteSyncStream `json:"streams"`
}

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