HADOOP-19232: [ABFS][FNSOverBlob] Implementing Ingress Support with various Fallback Handling

[anmolanmol1234]

Description of PR :

This Pr is in correlation to the series of work done under Parent Jira: [HADOOP-19179]

(https://issues.apache.org/jira/browse/HADOOP-19179)
Jira for this Patch: https://issues.apache.org/jira/browse/HADOOP-19232

Scope of this task is to refactor the AbfsOutputStream class to handle the ingress for DFS and Blob endpoint effectively.

Production code changes :

The AbfsOutputStream class is crucial for handling the data being written to Azure Storage. Its primary responsibilities include:

• Buffering: Temporarily holding data in memory before it is uploaded.
• Streaming: Efficiently streaming data to Azure Storage.
• Committing: Ensuring that buffered data is correctly uploaded and committed to Azure Storage.

New Additions

The new additions introduce a more modular and flexible approach to managing data ingress (data being written to storage), catering to both Azure Data Lake Storage (ADLS) and Azure Blob Storage.

AzureIngressHandler

The AzureIngressHandler is a new parent class designed to encapsulate common logic for data ingress operations. It simplifies the process of writing data to Azure Storage by providing a unified interface. This class has two specialized child classes:

1. AzureDfsIngressHandler:

   • Manages data ingress specifically for Azure Data Lake Storage (DFS).
   • Handles operations like creating, appending, and flushing data blocks for DFS.

2. AzureBlobIngressHandler:

   • Manages data ingress specifically for Azure Blob Storage (BLOB).
   • Handles operations like creating, appending, and flushing data blocks for Blob Storage, while ensuring that each block has a unique blockId.

AbfsBlock and AbfsBlobBlock

Data is managed in discrete blocks to improve efficiency and manageability.

1. AbfsBlock:

   • A basic structure for buffering data.
   • Used as a common block type for both DFS and Blob Storage.

2. AbfsBlobBlock:

   • A subclass of AbfsBlock tailored for Blob Storage.
   • Requires a unique blockId for each block, which is necessary for the Blob Storage API.

Block Managers

To manage these data blocks, new manager classes have been introduced. These classes handle the lifecycle of blocks, including creation, appending, and flushing.

1. AzureBlockManager:

   • A parent class for managing the lifecycle of data blocks.
   • Provides common functionality for block management.

2. AzureDFSBlockManager:

   • Manages the lifecycle of AbfsBlock instances for DFS.
   • Handles the specifics of appending and flushing blocks in DFS.

3. AzureBlobBlockManager:

   • Manages the lifecycle of AbfsBlobBlock instances for Blob Storage.
   • Ensures each block has a unique blockId.
   • Handles the specifics of appending and flushing blocks in Blob Storage.

Integration with AbfsOutputStream

The AbfsOutputStream class has been updated to incorporate the new ingress flow logic, enhancing its ability to handle data writes to both DFS and Blob Storage. Here’s how it integrates:

1. Configuration Selection:

   • The AbfsOutputStream reads the configuration parameter fs.azure.ingress.service.type to determine whether the user has configured the system to use BLOB or DFS for data ingress.

2. Handler Initialization:

   • Based on the configuration, AbfsOutputStream initializes the appropriate handler (AzureBlobIngressHandler or AzureDfsIngressHandler).

3. Buffering Data:

   • As data is written to AbfsOutputStream, it is buffered into blocks (AbfsBlock for DFS or AbfsBlobBlock for Blob Storage).

4. Managing Blocks:

   • The corresponding block manager (AzureDFSBlockManager or AzureBlobBlockManager) manages the lifecycle of these blocks, ensuring that data is correctly created, appended, and flushed.

5. Block Id Management (Blob Specific):

   • For Blob Storage, AzureBlobBlockManager ensures that each block has a unique blockId, adhering to the requirements of the Blob Storage API.

Detailed Flow

1. Creating Data Blocks:

   • When data is written to AbfsOutputStream, it is divided into blocks (AbfsBlock for DFS or AbfsBlobBlock for Blob Storage).

2. Appending Data:

   • These blocks are appended to the Azure storage system via the appropriate handler (AzureBlobIngressHandler or AzureDfsIngressHandler).

3. Flushing Data:

   • Once all data has been buffered, the blocks are flushed to ensure all buffered data is committed to the storage system.

4. Lifecycle Management:

   • The block managers (AzureDFSBlockManager and AzureBlobBlockManager) oversee the lifecycle of blocks, handling retries, errors, and ensuring data integrity.

Test Code Changes:

1. Existing tests are modified to work with new abstracted design.
2. Test Suite was run on DFS Endpoint to make sure the original driver works seamlessly and undisturbed.
3. Adding some new tests around the new code

[anujmodi2021]

Added some thoughts around production code.
Will do another round of review for test code,.

[anujmodi2021]

Some Suggestions for test code improvement.

[anujmodi2021]

Pending Test Code Review

[anmolanmol1234]

============================================================
HNS-OAuth

[ERROR] testTwoWritersCreateAppendWithInfiniteLeaseEnabled(org.apache.hadoop.fs.azurebfs.ITestAzureBlobFileSystemLease) Time elapsed: 98.189 s <<< ERROR!

[WARNING] Tests run: 160, Failures: 0, Errors: 0, Skipped: 4
[ERROR] Tests run: 717, Failures: 0, Errors: 1, Skipped: 108
[WARNING] Tests run: 171, Failures: 0, Errors: 0, Skipped: 25
[WARNING] Tests run: 262, Failures: 0, Errors: 0, Skipped: 23

============================================================
HNS-SharedKey

[ERROR] testTwoWritersCreateAppendWithInfiniteLeaseEnabled(org.apache.hadoop.fs.azurebfs.ITestAzureBlobFileSystemLease) Time elapsed: 91.939 s <<< ERROR!

[WARNING] Tests run: 160, Failures: 0, Errors: 0, Skipped: 5
[ERROR] Tests run: 717, Failures: 0, Errors: 1, Skipped: 60
[WARNING] Tests run: 171, Failures: 0, Errors: 0, Skipped: 25
[WARNING] Tests run: 262, Failures: 0, Errors: 0, Skipped: 10

============================================================
NonHNS-SharedKey

[ERROR] testTwoWritersCreateAppendWithInfiniteLeaseEnabled(org.apache.hadoop.fs.azurebfs.ITestAzureBlobFileSystemLease) Time elapsed: 100.864 s <<< ERROR!

[WARNING] Tests run: 160, Failures: 0, Errors: 0, Skipped: 11
[ERROR] Tests run: 701, Failures: 0, Errors: 1, Skipped: 303
[WARNING] Tests run: 171, Failures: 0, Errors: 0, Skipped: 27
[WARNING] Tests run: 262, Failures: 0, Errors: 0, Skipped: 11

============================================================
AppendBlob-HNS-OAuth

[WARNING] Tests run: 160, Failures: 0, Errors: 0, Skipped: 4
[WARNING] Tests run: 717, Failures: 0, Errors: 0, Skipped: 113
[WARNING] Tests run: 171, Failures: 0, Errors: 0, Skipped: 49
[WARNING] Tests run: 262, Failures: 0, Errors: 0, Skipped: 23

[anujmodi2021]

+1
Thanks for taking all the comments.
LGTM. Please resolve the checkstyle errors as part of next iteration.

[hadoop-yetus]

🎊 +1 overall

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Docker	ClientAPI=1.47 ServerAPI=1.47 base: https://ci-hadoop.apache.org/job/hadoop-multibranch/job/PR-7272/18/artifact/out/Dockerfile
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[hadoop-yetus]

🎊 +1 overall

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[hadoop-yetus]

🎊 +1 overall

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[hadoop-yetus]

🎊 +1 overall

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+1 💚	@author	0m 0s		The patch does not contain any @author tags.
+1 💚	test4tests	0m 0s		The patch appears to include 32 new or modified test files.
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+1 💚	mvninstall	23m 56s		trunk passed
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[rakeshadr]

+1 LGTM.

1. Please resolve all the comments before merging.

2. Please create a system test jira to upload the e2e test scenarios that you have verified and the future plans for exploratory testing as this feature made bulk changes in ABFS code path.

[bhattmanish98]

+LGTM

[hadoop-yetus]

🎊 +1 overall

Vote	Subsystem	Runtime	Logfile	Comment
+0 🆗	reexec	0m 20s		Docker mode activated.
			_ Prechecks _
+1 💚	dupname	0m 1s		No case conflicting files found.
+0 🆗	codespell	0m 0s		codespell was not available.
+0 🆗	detsecrets	0m 0s		detect-secrets was not available.
+0 🆗	markdownlint	0m 0s		markdownlint was not available.
+1 💚	@author	0m 0s		The patch does not contain any @author tags.
+1 💚	test4tests	0m 0s		The patch appears to include 32 new or modified test files.
			_ trunk Compile Tests _
+1 💚	mvninstall	23m 50s		trunk passed
+1 💚	compile	0m 24s		trunk passed with JDK Ubuntu-11.0.25+9-post-Ubuntu-1ubuntu120.04
+1 💚	compile	0m 23s		trunk passed with JDK Private Build-1.8.0_432-8u432-gaus1-0ubuntu220.04-ga
+1 💚	checkstyle	0m 22s		trunk passed
+1 💚	mvnsite	0m 27s		trunk passed
+1 💚	javadoc	0m 28s		trunk passed with JDK Ubuntu-11.0.25+9-post-Ubuntu-1ubuntu120.04
+1 💚	javadoc	0m 19s		trunk passed with JDK Private Build-1.8.0_432-8u432-gaus1-0ubuntu220.04-ga
+1 💚	spotbugs	0m 43s		trunk passed
+1 💚	shadedclient	20m 8s		branch has no errors when building and testing our client artifacts.
-0 ⚠️	patch	20m 20s		Used diff version of patch file. Binary files and potentially other changes not applied. Please rebase and squash commits if necessary.
			_ Patch Compile Tests _
+1 💚	mvninstall	0m 19s		the patch passed
+1 💚	compile	0m 19s		the patch passed with JDK Ubuntu-11.0.25+9-post-Ubuntu-1ubuntu120.04
+1 💚	javac	0m 19s		the patch passed
+1 💚	compile	0m 16s		the patch passed with JDK Private Build-1.8.0_432-8u432-gaus1-0ubuntu220.04-ga
+1 💚	javac	0m 16s		the patch passed
+1 💚	blanks	0m 0s		The patch has no blanks issues.
+1 💚	checkstyle	0m 13s		hadoop-tools/hadoop-azure: The patch generated 0 new + 22 unchanged - 1 fixed = 22 total (was 23)
+1 💚	mvnsite	0m 18s		the patch passed
+1 💚	javadoc	0m 19s		the patch passed with JDK Ubuntu-11.0.25+9-post-Ubuntu-1ubuntu120.04
+1 💚	javadoc	0m 17s		the patch passed with JDK Private Build-1.8.0_432-8u432-gaus1-0ubuntu220.04-ga
+1 💚	spotbugs	0m 41s		the patch passed
+1 💚	shadedclient	20m 3s		patch has no errors when building and testing our client artifacts.
			_ Other Tests _
+1 💚	unit	0m 20s		hadoop-azure in the patch passed.
+1 💚	asflicense	0m 24s		The patch does not generate ASF License warnings.
		71m 44s

Subsystem	Report/Notes
Docker	ClientAPI=1.47 ServerAPI=1.47 base: https://ci-hadoop.apache.org/job/hadoop-multibranch/job/PR-7272/22/artifact/out/Dockerfile
GITHUB PR	#7272
JIRA Issue	HADOOP-19232
Optional Tests	dupname asflicense compile javac javadoc mvninstall mvnsite unit shadedclient spotbugs checkstyle codespell detsecrets markdownlint
uname	Linux 372932519d6e 5.15.0-130-generic #140-Ubuntu SMP Wed Dec 18 17:59:53 UTC 2024 x86_64 x86_64 x86_64 GNU/Linux
Build tool	maven
Personality	dev-support/bin/hadoop.sh
git revision	trunk / 1fb18d3
Default Java	Private Build-1.8.0_432-8u432-gaus1-0ubuntu220.04-ga
Multi-JDK versions	/usr/lib/jvm/java-11-openjdk-amd64:Ubuntu-11.0.25+9-post-Ubuntu-1ubuntu120.04 /usr/lib/jvm/java-8-openjdk-amd64:Private Build-1.8.0_432-8u432-gaus1-0ubuntu220.04-ga
Test Results	https://ci-hadoop.apache.org/job/hadoop-multibranch/job/PR-7272/22/testReport/
Max. process+thread count	547 (vs. ulimit of 5500)
modules	C: hadoop-tools/hadoop-azure U: hadoop-tools/hadoop-azure
Console output	https://ci-hadoop.apache.org/job/hadoop-multibranch/job/PR-7272/22/console
versions	git=2.25.1 maven=3.6.3 spotbugs=4.2.2
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