-
Notifications
You must be signed in to change notification settings - Fork 1.9k
Adding binary saving and loading to MLContext.Data #1678
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
Merged
Merged
Changes from 1 commit
Commits
Show all changes
3 commits
Select commit
Hold shift + click to select a range
File filter
Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
There are no files selected for viewing
52 changes: 52 additions & 0 deletions
52
src/Microsoft.ML.Data/DataLoadSave/Binary/BinaryLoaderSaverCatalog.cs
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,52 @@ | ||
// Licensed to the .NET Foundation under one or more agreements. | ||
// The .NET Foundation licenses this file to you under the MIT license. | ||
// See the LICENSE file in the project root for more information. | ||
|
||
using System.IO; | ||
using Microsoft.ML.Runtime; | ||
using Microsoft.ML.Runtime.Data; | ||
using Microsoft.ML.Runtime.Data.IO; | ||
|
||
namespace Microsoft.ML | ||
{ | ||
public static class BinaryLoaderSaverCatalog | ||
{ | ||
/// <summary> | ||
/// Read a data view from a binary file using <see cref="BinaryLoader"/>. | ||
/// </summary> | ||
/// <param name="catalog">The catalog.</param> | ||
/// <param name="args">The arguments to binary reader.</param> | ||
/// <param name="path"></param> | ||
najeeb-kazmi marked this conversation as resolved.
Show resolved
Hide resolved
|
||
public static IDataView ReadFromBinaryFile(this DataOperations catalog, | ||
BinaryLoader.Arguments args, string path) | ||
najeeb-kazmi marked this conversation as resolved.
Show resolved
Hide resolved
najeeb-kazmi marked this conversation as resolved.
Show resolved
Hide resolved
|
||
{ | ||
Contracts.CheckNonEmpty(path, nameof(path)); | ||
|
||
var env = catalog.GetEnvironment(); | ||
|
||
var reader = new BinaryLoader(env, args, path); | ||
return reader; | ||
} | ||
|
||
/// <summary> | ||
/// Save the data view as binary. | ||
najeeb-kazmi marked this conversation as resolved.
Show resolved
Hide resolved
|
||
/// </summary> | ||
/// <param name="catalog">The catalog.</param> | ||
/// <param name="data">The data view to save.</param> | ||
/// <param name="stream">The stream to write to.</param> | ||
/// <param name="keepHidden">Whether to keep hidden columns in the dataset.</param> | ||
public static void SaveAsBinary(this DataOperations catalog, IDataView data, Stream stream, | ||
bool keepHidden = false) | ||
{ | ||
Contracts.CheckValue(catalog, nameof(catalog)); | ||
Contracts.CheckValue(data, nameof(data)); | ||
Contracts.CheckValue(stream, nameof(stream)); | ||
|
||
var env = catalog.GetEnvironment(); | ||
var saver = new BinarySaver(env, new BinarySaver.Arguments()); | ||
|
||
using (var ch = env.Start("Saving data")) | ||
DataSaverUtils.SaveDataView(ch, saver, data, stream, keepHidden); | ||
} | ||
} | ||
} |
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Uh oh!
There was an error while loading. Please reload this page.