blob

README

runtime/blob

Package blob provides a way to download a batch of files ingested from remote sources like s3/gcs using google's go cdk (https://pkg.go.dev/gocloud.dev) as per user's glob pattern.

How many files are downloaded and how much data from a file is downloaded is controlled by runtimev1.Source_ExtractPolicy It also has support for ingesting partial files for some formats like parquet, unzipped csv/txt/tsv files.

It uses a planner to implement strategies for downloading.

A planner has a container which keeps track of files to be downloaded and a rowplanner which plans how much data per file needs to be downloaded.

For partial parquet file ingestion it uses apache arrow for go : https://github.com/apache/arrow/tree/master/go

Documentation

Index

• func NewIterator(ctx context.Context, bucket *blob.Bucket, opts Options, l *zap.Logger) (drivers.FileIterator, error)
• type ObjectReader
  • func NewBlobObjectReader(ctx context.Context, bucket *blob.Bucket, obj *blob.ListObject) *ObjectReader
  • func (f *ObjectReader) Close() error
  • func (f *ObjectReader) Read(p []byte) (int, error)
  • func (f *ObjectReader) ReadAt(p []byte, off int64) (int, error)
  • func (f *ObjectReader) Seek(offset int64, whence int) (int64, error)
  • func (f *ObjectReader) Size() int64
• type Options

Functions

func NewIterator

func NewIterator(ctx context.Context, bucket *blob.Bucket, opts Options, l *zap.Logger) (drivers.FileIterator, error)

NewIterator returns new instance of blobIterator the iterator keeps list of blob objects eagerly planned as per user's glob pattern and extract policies clients should call close once done to release all resources like closing the bucket the iterator takes responsibility of closing the bucket

Types

type ObjectReader

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

ObjectReader reads range of bytes from cloud objects implements io.ReaderAt and io.Seeker interfaces

func NewBlobObjectReader

func NewBlobObjectReader(ctx context.Context, bucket *blob.Bucket, obj *blob.ListObject) *ObjectReader

NewBlobObjectReader returns new instance of ObjectReader

func (*ObjectReader) Close

func (f *ObjectReader) Close() error

Close frees up resources if any clients should call Close once done with reader

func (*ObjectReader) Read

func (f *ObjectReader) Read(p []byte) (int, error)

Read implements io.Reader interface

func (*ObjectReader) ReadAt

func (f *ObjectReader) ReadAt(p []byte, off int64) (int, error)

ReadAt implements io.ReaderAt interface

func (*ObjectReader) Seek

func (f *ObjectReader) Seek(offset int64, whence int) (int64, error)

Seek implements io.Seeker interface

func (*ObjectReader) Size

func (f *ObjectReader) Size() int64

Size returns size of the object

type Options

type Options struct {
	GlobMaxTotalSize      int64
	GlobMaxObjectsMatched int
	GlobMaxObjectsListed  int64
	GlobPageSize          int
	ExtractPolicy         *runtimev1.Source_ExtractPolicy
	GlobPattern           string
	// Although at this point GlobMaxTotalSize and StorageLimitInBytes have same impl but
	// this is total size the source should consume on disk and is calculated upstream basis how much data one instance has already consumed
	// across other sources and the instance level limits
	StorageLimitInBytes int64
}