4.1
Data-Store
Basic Concepts
Import / Export
This is the manual for older MicroStream versions (Version < 5.0).
The new documentation (Version >= 5.0) is located at:
MicroStream provides an API to import and export persisted data of the storage. It is pretty much the same as writing and reading a backup.
The records in the storage are distributed in lots of files and folders, depending on channel count and other settings. To get order in the chaos the export produces one file per type. This files are used again by the import to read the data into the storage.
The created binary type data files contain only records of the according type, nevertheless they have the same format as the channel storage files.
Export
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NioFileSystem fileSystem = NioFileSystem.New();
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EmbeddedStorageManager storage = EmbeddedStorage.start(
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fileSystem.ensureDirectoryPath("storage")
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);
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​
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String fileSuffix = "bin";
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StorageConnection connection = storage.createConnection();
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StorageEntityTypeExportStatistics exportResult = connection.exportTypes(
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new StorageEntityTypeExportFileProvider.Default(
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fileSystem.ensureDirectoryPath("export-dir"),
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fileSuffix
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),
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typeHandler -> true // export all, customize if necessary
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);
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XSequence<Path> exportFiles = CQL
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.from(exportResult.typeStatistics().values())
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.project(s -> Paths.get(s.file().identifier()))
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.execute()
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;
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Import
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NioFileSystem fileSystem = NioFileSystem.New();
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EmbeddedStorageManager storage = EmbeddedStorage.start(
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fileSystem.ensureDirectoryPath("storage")
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);
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​
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StorageConnection connection = storage.createConnection();
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connection.importFiles(X.Enum(
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fileSystem.ensureFilePath("type1.bin"),
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fileSystem.ensureFilePath("type2.bin")
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));
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Data Conversion
It is also possible to convert the exported binary files to a human readable format, namely CSV.
Why CSV?
Contrary to XML or JSON, CSV is perfectly suited to represent records with the least possible overhead. There are a lot of tools, like spreadsheet editors, which can read and modify CSV files. The file's size is at the possible minimum and the performance of the converter is significantly better than with the other formats.
Binary to CSV
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NioFileSystem fileSystem = NioFileSystem.New();
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EmbeddedStorageManager storage = EmbeddedStorage.start(
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fileSystem.ensureDirectoryPath("storage")
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);
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​
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StorageDataConverterTypeBinaryToCsv converter =
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new StorageDataConverterTypeBinaryToCsv.UTF8(
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StorageDataConverterCsvConfiguration.defaultConfiguration(),
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new StorageEntityTypeConversionFileProvider.Default(
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fileSystem.ensureDirectoryPath("csv-dir"),
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"csv"
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),
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storage.typeDictionary(),
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null, // no type name mapping
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4096, // read buffer size
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4096 // write buffer size
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);
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AReadableFile dataFile = fileSystem.ensureFilePath("type1.bin").useReading();
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try
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{
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converter.convertDataFile(dataFile);
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}
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finally
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{
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dataFile.close();
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}
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CSV to Binary
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NioFileSystem fileSystem = NioFileSystem.New();
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EmbeddedStorageManager storage = EmbeddedStorage.start(
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fileSystem.ensureDirectoryPath("storage")
5
);
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​
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StorageDataConverterTypeCsvToBinary<AFile> converter =
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StorageDataConverterTypeCsvToBinary.New(
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StorageDataConverterCsvConfiguration.defaultConfiguration(),
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storage.typeDictionary(),
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new StorageEntityTypeConversionFileProvider.Default(
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fileSystem.ensureDirectoryPath("bin-dir"),
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"dat"
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)
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);
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converter.convertCsv(fileSystem.ensureFilePath("type1.csv"));
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Last modified 10mo ago
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Data Conversion