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https://issues.apache.org/jira/browse/HADOOP-9629?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Chuan Liu updated HADOOP-9629:
------------------------------
Description:
h2. Description
This JIRA incorporates adding a new file system implementation for accessing
Windows Azure Storage - Blob from within Hadoop, such as using blobs as input
to MR jobs or configuring MR jobs to put their output directly into blob
storage.
h2. High level design
At a high level, the code here extends the FileSystem class to provide an
implementation for accessing blob storage; the scheme wasb is used for
accessing it over HTTP, and wasbs for accessing over HTTPS. We use the URI
scheme: {code}wasb[s]://<container>@<account>/path/to/file{code} to address
individual blobs. We use the standard Azure Java SDK
(com.microsoft.windowsazure) to do most of the work. In order to map a
hierarchical file system over the flat name-value pair nature of blob storage,
we create a specially tagged blob named path/to/dir whenever we create a
directory called path/to/dir, then files under that are stored as normal blobs
path/to/dir/file. We have many metrics implemented for it using the Metrics2
interface. Tests are implemented mostly using a mock implementation for the
Azure SDK functionality, with an option to test against a real blob storage if
configured (instructions provided inside in README.txt).
h2. Credits and history
This has been ongoing work for a while, and the early version of this work can
be seen in HADOOP-8079. This JIRA is a significant revision of that and we'll
post the patch here for Hadoop trunk first, then post a patch for branch-1 as
well for backporting the functionality if accepted. Credit for this work goes
to the early team: [~minwei], [~davidlao], [~lengningliu] and [~stojanovic] as
well as multiple people who have taken over this work since then (hope I don't
forget anyone): [~dexterb], Johannes Klein, [~ivanmi], Michael Rys,
[~mostafae], [~brian_swan], [~mikelid], [~xifang], and [~chuanliu].
h2. Test
Besides unit tests, we have used WASB as the default file system in our service
product. (HDFS is also used but not as default file system.) Various different
customer and test workloads have been run against clusters with such
configurations for quite some time. The current version reflects to the version
of the code tested and used in our production environment.
was:
h2. Description
This JIRA incorporates adding a new file system implementation for accessing
Windows Azure Storage - Blob from within Hadoop, such as using blobs as input
to MR jobs or configuring MR jobs to put their output directly into blob
storage.
h2. High level design
At a high level, the code here extends the FileSystem class to provide an
implementation for accessing blob storage; the scheme wasb is used for
accessing it over HTTP, and wasbs for accessing over HTTPS. We use the URI
scheme: {code}wasb[s]://<container>@<account>/path/to/file{code} to address
individual blobs. We use the standard Azure Java SDK
(com.microsoft.windowsazure) to do most of the work. In order to map a
hierarchical file system over the flat name-value pair nature of blob storage,
we create a specially tagged blob named path/to/dir whenever we create a
directory called path/to/dir, then files under that are stored as normal blobs
path/to/dir/file. We have many metrics implemented for it using the Metrics2
interface. Tests are implemented mostly using a mock implementation for the
Azure SDK functionality, with an option to test against a real blob storage if
configured (instructions provided inside in README.txt).
h2. Credits and history
This has been ongoing work for a while, and the early version of this work can
be seen in HADOOP-8079. This JIRA is a significant revision of that and we'll
post the patch here for Hadoop trunk first, then post a patch for branch-1 as
well for backporting the functionality if accepted. Credit for this work goes
to the early team: [~minwei], [~davidlao], [~lengningliu] and [~stojanovic] as
well as multiple people who have taken over this work since then (hope I don't
forget anyone): [~dexterb], Johannes Klein, [~ivanmi], Michael Rys,
[~mostafae], [~brian_swan], [~mikelid], [~xifang], and [~chuanliu].
h2. Test
Besides unit tests, we have used WASB as the default file system in our service
product. (HDFS is also used but not as default file system.) Various different
customer and test workloads have been run against clusters with such
configurations for quite some time. The current version reflects to the version
of the WASB tested and used in our production environment.
> Support Windows Azure Storage - Blob as a file system in Hadoop
> ---------------------------------------------------------------
>
> Key: HADOOP-9629
> URL: https://issues.apache.org/jira/browse/HADOOP-9629
> Project: Hadoop Common
> Issue Type: Improvement
> Reporter: Mostafa Elhemali
> Assignee: Mostafa Elhemali
> Attachments: HADOOP-9629.2.patch, HADOOP-9629.3.patch,
> HADOOP-9629.patch
>
>
> h2. Description
> This JIRA incorporates adding a new file system implementation for accessing
> Windows Azure Storage - Blob from within Hadoop, such as using blobs as input
> to MR jobs or configuring MR jobs to put their output directly into blob
> storage.
> h2. High level design
> At a high level, the code here extends the FileSystem class to provide an
> implementation for accessing blob storage; the scheme wasb is used for
> accessing it over HTTP, and wasbs for accessing over HTTPS. We use the URI
> scheme: {code}wasb[s]://<container>@<account>/path/to/file{code} to address
> individual blobs. We use the standard Azure Java SDK
> (com.microsoft.windowsazure) to do most of the work. In order to map a
> hierarchical file system over the flat name-value pair nature of blob
> storage, we create a specially tagged blob named path/to/dir whenever we
> create a directory called path/to/dir, then files under that are stored as
> normal blobs path/to/dir/file. We have many metrics implemented for it using
> the Metrics2 interface. Tests are implemented mostly using a mock
> implementation for the Azure SDK functionality, with an option to test
> against a real blob storage if configured (instructions provided inside in
> README.txt).
> h2. Credits and history
> This has been ongoing work for a while, and the early version of this work
> can be seen in HADOOP-8079. This JIRA is a significant revision of that and
> we'll post the patch here for Hadoop trunk first, then post a patch for
> branch-1 as well for backporting the functionality if accepted. Credit for
> this work goes to the early team: [~minwei], [~davidlao], [~lengningliu] and
> [~stojanovic] as well as multiple people who have taken over this work since
> then (hope I don't forget anyone): [~dexterb], Johannes Klein, [~ivanmi],
> Michael Rys, [~mostafae], [~brian_swan], [~mikelid], [~xifang], and
> [~chuanliu].
> h2. Test
> Besides unit tests, we have used WASB as the default file system in our
> service product. (HDFS is also used but not as default file system.) Various
> different customer and test workloads have been run against clusters with
> such configurations for quite some time. The current version reflects to the
> version of the code tested and used in our production environment.
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