Fix S3 documentation (#542)

Summary: Per title Pull Request resolved: #542 Reviewed By: VitalyFedyunin Differential Revision: D37389586 Pulled By: ejguan fbshipit-source-id: 7437ea488fb80b87e8f52b133c83d8990be8db02
pytorch · Jun 24, 2022 · 4387ab4 · 4387ab4
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diff --git a/torchdata/datapipes/iter/load/README.md b/torchdata/datapipes/iter/load/README.md
@@ -36,7 +36,7 @@ Note: refer to the official documentation for detailed installtion instructions
 Please refer to the documentation:
 
 - [`S3FileLister`](https://pytorch.org/data/main/generated/torchdata.datapipes.iter.S3FileLister.html#s3filelister)
-- [`S3FileLister`](https://pytorch.org/data/main/generated/torchdata.datapipes.iter.S3FileLoader.html#s3fileloader)
+- [`S3FileLoader`](https://pytorch.org/data/main/generated/torchdata.datapipes.iter.S3FileLoader.html#s3fileloader)
 
 ### Note
 

diff --git a/torchdata/datapipes/iter/load/s3io.py b/torchdata/datapipes/iter/load/s3io.py
@@ -94,7 +94,7 @@ class S3FileLoaderIterDataPipe(IterDataPipe[Tuple[str, StreamWrapper]]):
         # https://pytorch.org/data/main/tutorial.html#working-with-dataloader
         >>> sharded_s3_urls = dp_s3_urls.shuffle().sharding_filter()
         >>> dp_s3_files = S3FileLoader(sharded_s3_urls)
-        >>> for url, fd in datapipe: # Start loading data
+        >>> for url, fd in dp_s3_files: # Start loading data
         ...     data = fd.read()
         # Functional API
         >>> dp_s3_files = sharded_s3_urls.load_files_by_s3(buffer_size=256)