From bc9eae02015fa728e6f939c2d1cc0650748a14b7 Mon Sep 17 00:00:00 2001 From: gadamc Date: Thu, 12 Oct 2017 13:44:01 -0700 Subject: [PATCH 1/3] Updates the top-level README. Improves the description of the IBM Object Storage instances that are supported and what this library accomplishes. Includes which IBM Spark services come pre-installed with the stocator/ibmos2spark libraries. --- README.md | 76 +++++++++++++++++++++++++++++++++------ fig/ibm_objectstores.png | Bin 0 -> 180570 bytes 2 files changed, 65 insertions(+), 11 deletions(-) create mode 100644 fig/ibm_objectstores.png diff --git a/README.md b/README.md index 59de6b6..0f59cbf 100644 --- a/README.md +++ b/README.md @@ -1,17 +1,71 @@ # ibmos2spark -The package sets Spark Hadoop configurations for connecting to -IBM Bluemix Object Storage and Softlayer Account Object Storage instances. This packages uses the new [stocator](https://github.com/SparkTC/stocator) driver, which implements the `swift2d` protocol, and is availble -on the latest IBM Apache Spark Service instances (and through IBM Data Science Experience). +The `ibmos2park` library facilitates data read/write connections between Apache Spark clusters and the various +[IBM Object Storage services](https://console.bluemix.net/catalog/infrastructure/object-storage-group). +![IBM Object Storage Services](fig/ibm_objectstores.png "IBM Object Storage Services") -Using the `stocator` driver connects your Spark executor nodes directly -to your data in object storage. -This is an optimized, high-performance method to connect Spark to your data. All IBM Apache Spark kernels -are instantiated with the `stocator` driver in the Spark kernel's classpath. -You can also run this locally by installing the [stocator driver](https://github.com/SparkTC/stocator) -and adding it to your local Apache Spark kernel's classpath. +### Object Storage Documentation +* [Cloud Object Storage](https://www.bluemix.net/docs/services/cloud-object-storage/getting-started.html) +* [Cloud Object Storage (IaaS)](https://ibm-public-cos.github.io/crs-docs/) +* [Object Storage OpenStack Swift (IaaS)](https://ibm-public-cos.github.io/crs-docs/) +* [Object Storage OpenStack Swift for Bluemix](https://www.ng.bluemix.net/docs/services/ObjectStorage/index.html) -This repository contains separate packages for `python`, `R` and `scala`. -You will find their documentation within the sub-folders. + +## Requirements + +* Apache Spark with `stocator` library + +The easiest way to install the `stocator` library with Apache Spark is to +[pass the Maven coordinates at launch](https://spark-packages.org/package/SparkTC/stocator). +Other installation options are described in the [`stocator` documentation](https://github.com/SparkTC/stocator). + +## Apache Spark at IBM + +The `stocator` and `ibmos2spark` libraries are pre-installled and available on + +* [Apache Spark through IBM Bluemix](https://console.bluemix.net/catalog/services/apache-spark) +* [IBM Analytics Engine (Beta)](https://console.bluemix.net/catalog/services/ibm-analytics-engine) +* [IBM Data Science Experience](https://datascience.ibm.com) + +## Languages + +The library is implemented for use in [Python](python), [R](r) and [Scala/Java](scala). + +## Details + +This library only does two things. + +1. [Uses the `SparkContext.hadoopConfiguration` object to set the appropriate keys](https://github.com/SparkTC/stocator#configuration-keys) to define a connection to an object storage service. +2. Provides the caller with a URL to objects in their object store, which are typically passed to a SparkContext +object to retrieve data. + +### Example Usage + +The following code demonstrates how to use this library in Python and connect to the Cloud Object Storage +service, described in the far left pane of the image above. + +```python +import ibmos2spark + +credentials = { + 'auth_url': 'https://identity.open.softlayer.com', #your URL might be different + 'project_id': '', + 'region': '', + 'user_id': '', + 'username': '', + 'password': '', +} + +configuration_name = 'my_bluemix_objectstore' #you can give any name you like + +bmos = ibmos2spark.bluemix(sc, credentials, configuration_name) #sc is the SparkContext instance + +container_name = 'some_name' +object_name = 'file_name' + +data_url = bmos.url(container_name, bucket_name) + +data = sc.textFile(data_url) +``` diff --git a/fig/ibm_objectstores.png b/fig/ibm_objectstores.png new file mode 100644 index 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zl-IfFzoQPJGI>`|{5>+$q1HOW^Y_~~TJ}4w84u-g<`n(+Q)aB>)&H%#EyQKt+35fFUw2wf-)Z+s-u(A}11sSWtpBpbAw&QFiY)|F z(D#(RR&87qCHq(ojjwzL`kAGaPZ&NFJUuh|nV`L#JljA|%bKvz)3U&46Nikf1yw0J z?LkRv$ltUQ?>l|?U=#zY*ibgAY*^y(!QjIONwC?TKk~Ws2a!iyG`03P=l1_ck)(%0 z3~tgn@tl?6lYjKR{U2R(lkmTL^0oFfeZv1mbdNCPY3CTuO^RBkzOMc|=Jr2m04-?C z0nNB#Ym}}ANcfX~@8f^?*qNLD3{0$!PD+18V$#&M-~Nua{z>T-GQ8p(VBnk}?a9OP2R4!a7aNIVivR!s literal 0 HcmV?d00001 From d7daba9883fd3e80cc9ab40c76f24a7838f33c83 Mon Sep 17 00:00:00 2001 From: gadamc Date: Thu, 12 Oct 2017 17:08:01 -0700 Subject: [PATCH 2/3] Updating README in python subdirectory. This update clearly shows how to configure Spark to Object Storage connections for the different flavors offered by IBM. Some of the previous sample codes were slightly modified for clarity. The titles of the sections were changed to match their titles in the IBM Bluemix catalog of Object Storage services. The order of the sample codes were arranged to match the order, from left to right, of the Object Storage services listed in the IBM Bluemix catalog. --- python/README.md | 207 +++++++++++++++++++++++--------- python/fig/ibm_objectstores.png | Bin 0 -> 180570 bytes 2 files changed, 152 insertions(+), 55 deletions(-) create mode 100644 python/fig/ibm_objectstores.png diff --git a/python/README.md b/python/README.md index 3bafe5d..7165e5f 100644 --- a/python/README.md +++ b/python/README.md @@ -1,58 +1,65 @@ # ibmos2spark -The package sets Spark Hadoop configurations for connecting to -IBM Bluemix Object Storage and Softlayer Account Object Storage instances. This packages uses the new [stocator](https://github.com/SparkTC/stocator) driver, which implements the `swift2d` protocol, and is availble -on the latest IBM Apache Spark Service instances (and through IBM Data Science Experience). +The `ibmos2park` library facilitates data read/write connections between Apache Spark clusters and the various +[IBM Object Storage services](https://console.bluemix.net/catalog/infrastructure/object-storage-group). +![IBM Object Storage Services](fig/ibm_objectstores.png "IBM Object Storage Services") + +### Object Storage Documentation + +* [Cloud Object Storage](https://www.bluemix.net/docs/services/cloud-object-storage/getting-started.html) +* [Cloud Object Storage (IaaS)](https://ibm-public-cos.github.io/crs-docs/) +* [Object Storage OpenStack Swift (IaaS)](https://ibm-public-cos.github.io/crs-docs/) +* [Object Storage OpenStack Swift for Bluemix](https://www.ng.bluemix.net/docs/services/ObjectStorage/index.html) + + + +## Requirements + +* Apache Spark with `stocator` library + +The easiest way to install the `stocator` library with Apache Spark is to +[pass the Maven coordinates at launch](https://spark-packages.org/package/SparkTC/stocator). +Other installation options are described in the [`stocator` documentation](https://github.com/SparkTC/stocator). -Using the `stocator` driver connects your Spark executor nodes directly -to your data in object storage. -This is an optimized, high-performance method to connect Spark to your data. All IBM Apache Spark kernels -are instantiated with the `stocator` driver in the Spark kernel's classpath. -You can also run this locally by installing the [stocator driver](https://github.com/SparkTC/stocator) -and adding it to your local Apache Spark kernel's classpath. ## Installation -This library is now installed by default on IBM Apache Spark. +This library is published on PyPI and may be installed with `pip`. ``` -pip install --user --upgrade ibmos2spark +pip install ibmos2spark ``` +## Apache Spark at IBM + +The `stocator` and `ibmos2spark` libraries are pre-installled and available on + +* [Apache Spark through IBM Bluemix](https://console.bluemix.net/catalog/services/apache-spark) +* [IBM Analytics Engine (Beta)](https://console.bluemix.net/catalog/services/ibm-analytics-engine) +* [IBM Data Science Experience](https://datascience.ibm.com) + + + ## Usage -The usage of this package depends on *from where* your Object Storage instance was created. This package -is intended to connect to IBM's Object Storage instances (Swift OS). This OS can be obtained from Bluemix or Data Science Experience (DSX) or from a separate account on IBM Softlayer. The package also supports IBM Cloud Object Storage as well (COS). -The instructions below show how to connect to either type of instance. +The instructions below demonstrate how to use this package to retrieve data from the various +IBM Object Storage services. -The connection setup is essentially the same. But the difference for you is how you deliver the -credentials. If your Object Storage was created with Bluemix/DSX, with a few clicks on the side-tab -within a DSX Jupyter notebook, you can obtain your account credentials in the form of a Python dictionary. -If your Object Storage was created with a Softlayer account, each part of the credentials will -be found as text that you can copy and paste into the example code below. +These instructions will refer to the image at the top of this README. -### Softlayer IBM Cloud Object Storage (COS) -```python -import ibmos2spark -credentials = { - 'endpoint': 'https://s3-api.objectstorage.softlayer.net/', #just an example. Your url might be different - 'access_key': '', - 'secret_key': '' -} +### Cloud Object Storage -configuration_name = 'cos_config_string' #you can give any string you like -cos = ibmos2spark.CloudObjectStorage(sc, credentials, configuration_name=configuration_name) #sc is the SparkContext instance. +This is the service described on the **far left** in the image above. This service is also called IBM Bluemix Cloud Object Storage (COS) in various locations. [Documentation is here](https://www.bluemix.net/docs/services/cloud-object-storage/getting-started.html). -bucket_name = 'some_bucket_name' -object_name = 'file1' -data = sc.textFile(cos.url(object_name, bucket_name)) -``` +To connect to this particular object storage offering, the `cos_type` keyword argument **must be set to `bluemix_cos`**. -### Bluemix IBM Cloud Object Storage (COS) -The class CloudObjectStorage allows you to connect to an IBM bluemix COS. You can connect to a bluemix COS using api keys -as follows: +If you do not provide a `configuration_name`, +a default value will be used (`service`). However, if you are reading or +writing to multiple Object Storage instances, you will need to define separate `configuration_name` +values for each Object Storage instance. Otherwise, only one connection will be +configured at a time, potentially causing errors and confusion. ```python import ibmos2spark @@ -64,16 +71,34 @@ credentials = { } configuration_name = 'os_bluemix_cos_config' + cos = ibmos2spark.CloudObjectStorage(sc, credentials, configuration_name=configuration_name, cos_type='bluemix_cos') +# The `sc` object is your SparkContext object +# The `cos` object will provide the URL for SparkContext to retrieve your data +# NOTE the counter-intuitive order of 'object_name' followed by 'bucket_name' here + bucket_name = 'bucket_name' object_name = 'file_name' -data = sc.textFile(cos.url(object_name, bucket_name)) +data_url = cos.url(object_name, bucket_name) + +data = sc.textFile(data_url) ``` -Alternatively, you can connect to an IBM bluemix COS using IAM token. Example: +##### IAM Token Authentication + +Alternatively, you can connect to an IBM Bluemix COS using IAM token. Set the `auth_method` to `iam_token` and +provide the appropriate values in the credentials. + +If you do not provide a `configuration_name`, +a default value will be used (`service`). However, if you are reading or +writing to multiple Object Storage instances you will need to define separate `configuration_name` +values for each Object Storage instance. Otherwise, only one connection will be +configured at a time, potentially causing errors and confusion. + + ```python import ibmos2spark @@ -89,38 +114,64 @@ cos = ibmos2spark.CloudObjectStorage(sc, credentials, cos_type='bluemix_cos', auth_method='iam_token') +# The `sc` object is your SparkContext object +# The `cos` object will provide the URL for SparkContext to retrieve your data +# NOTE the counter-intuitive order of 'object_name' followed by 'bucket_name' here + bucket_name = 'bucket_name' object_name = 'file_name' -data = sc.textFile(cos.url(object_name, bucket_name)) +data_url = cos.url(object_name, bucket_name) + +data = sc.textFile(data_url) ``` -### Bluemix Swift Object Storage / Data Science Experience +### Cloud Object Storage (IaaS) + +This is the service described **middle left** pane in the image above. This service is sometimes refered to +as the Softlayer IBM Cloud Object Storage service. +[Documentation is here](https://ibm-public-cos.github.io/crs-docs/). + +If you do not provide a `configuration_name`, +a default value will be used (`service`). However, if you are reading or +writing to multiple Object Storage instances you will need to define separate `configuration_name` +values for each Object Storage instance. Otherwise, only one connection will be +configured at a time, potentially causing errors and confusion. ```python import ibmos2spark -#To obtain these credentials in IBM Spark, click the "insert to code" -#button below your data source found on the panel to the right of your notebook. - credentials = { - 'auth_url': 'https://identity.open.softlayer.com', #your URL might be different - 'project_id': '', - 'region': '', - 'user_id': '', - 'username': '', - 'password': '', + 'endpoint': 'https://s3-api.objectstorage.softlayer.net/', #just an example. Your url might be different + 'access_key': '', + 'secret_key': '' } -configuration_name = 'my_bluemix_os' #you can give any name you like +configuration_name = 'cos_config_string' #you can give any string you like +cos = ibmos2spark.CloudObjectStorage(sc, credentials, configuration_name=configuration_name) #sc is the SparkContext instance. -bmos = ibmos2spark.bluemix(sc, credentials, configuration_name) #sc is the SparkContext instance +# The `sc` object is your SparkContext object +# The `cos` object will provide the URL for SparkContext to retrieve your data +# NOTE the counter-intuitive order of 'object_name' followed by 'bucket_name' here + +bucket_name = 'bucket_name' +object_name = 'file_name' +data_url = cos.url(object_name, bucket_name) + +data = sc.textFile(data_url) -data = sc.textFile(bmos.url(container_name, object_name)) ``` -### Softlayer Swift Object Storage + +### Object Storage OpenStack Swift (Iaas) + +This is the service described in **middle right** pane in the image above (and was previously referred to +as Softlayer Swift Object Storage). [Documentation is here](https://ibm-public-cos.github.io/crs-docs/) + +Note below that credentials are not passed in as a dictionary, like in the other implementations. +Rather, each piece of information is supplied as a separate, required arguement when instantiating +a new `softlayer` object. ```python @@ -132,7 +183,7 @@ tenant = '' username = '' password = '' -#you can give any name you like +#you can give any name you like. This is required. configuration_name = "my_softlayer_os" #sc is the SparkContext instance @@ -141,10 +192,56 @@ slos = ibmos2spark.softlayer(sc, configuration_name, auth_url, tenant, username, data = sc.textFile(slos.url(container_name, object_name)) ``` +### Object Storage OpenStack Swift for Bluemix + +This is the service described in **far right** pane in the image above. +This was previously referred to as Bluemix Swift Object Storage in this documentation. It is +referred to as ["IBM Object Storage for Bluemix" in Bluemix documenation](https://console.bluemix.net/docs/services/ObjectStorage/os_works_public.html). It has also been referred to as +"OpenStack Swift (Cloud Foundry)". + +Credentials are passed as +a dictionary and the `bluemix` object is used to configure the connection to +this Object Storage service. + +If you do not provide a `configuration_name`, +a default value will be used (`service`). However, if you are reading or +writing to multiple Object Storage instances you will need to define separate `configuration_name` +values for each Object Storage instance. Otherwise, only one connection will be +configured at a time, potentially causing errors and confusion. + +```python +import ibmos2spark + +credentials = { + 'auth_url': 'https://identity.open.softlayer.com', #your URL might be different + 'project_id': '', + 'region': '', + 'user_id': '', + 'username': '', + 'password': '', +} + +configuration_name = 'my_bluemix_os' #you can give any name you like + +bmos = ibmos2spark.bluemix(sc, credentials, configuration_name) #sc is the SparkContext instance + +data = sc.textFile(bmos.url(container_name, object_name)) +``` + + +## Details + +This library only does two things. + +1. [Uses the `SparkContext.hadoopConfiguration` object to set the appropriate keys](https://github.com/SparkTC/stocator#configuration-keys) to define a connection to an object storage service. +2. Provides the caller with a URL to objects in their object store, which are typically passed to a SparkContext +object to retrieve data. + + ## License -Copyright 2016 IBM Cloud Data Services +Copyright 2017 IBM Cloud Data Services Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. diff --git a/python/fig/ibm_objectstores.png b/python/fig/ibm_objectstores.png new file mode 100644 index 0000000000000000000000000000000000000000..455e0530983c50818adf50ec2199295a4fd46a0a GIT binary patch literal 180570 zcmeFZRdiiFlQ!rWVvL!YneCXFV#mzP6x+wlbZp1W%rV5w%p5ZxGcz+Yj^D3)zV5ZA z|IE#-H8*{hF0`epQq?1=O4`ysp$c-}zQEzafq{X2k&+Zs0t16;1Oo%lgZcbX!nOnc z2Mi1@&q7pGK}uAVSi!;8%mQEv1|}Jrm<+9;yofshYCnv`3~>^%o#K_O{4EWw2n!pa zAOZskg@P9jS4K@rnhnzep0lC#!%A4Jx(bHl1imJu=-B9!ipm{n^u=Af`}x>2$jcFU zz3SL`y&CUm_V&rwD{*L_ss|M;?}8OlIFs=vWRRN22D?iLe8ZQ3*|28naoo?Z18lPU z!But@Vq(Q@*`Q*sQ}Deq&SW6J7R(nMCCaq0RtZ@kvKJOpKjsrySme&^yvfDB8(#Mm 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zl-IfFzoQPJGI>`|{5>+$q1HOW^Y_~~TJ}4w84u-g<`n(+Q)aB>)&H%#EyQKt+35fFUw2wf-)Z+s-u(A}11sSWtpBpbAw&QFiY)|F z(D#(RR&87qCHq(ojjwzL`kAGaPZ&NFJUuh|nV`L#JljA|%bKvz)3U&46Nikf1yw0J z?LkRv$ltUQ?>l|?U=#zY*ibgAY*^y(!QjIONwC?TKk~Ws2a!iyG`03P=l1_ck)(%0 z3~tgn@tl?6lYjKR{U2R(lkmTL^0oFfeZv1mbdNCPY3CTuO^RBkzOMc|=Jr2m04-?C z0nNB#Ym}}ANcfX~@8f^?*qNLD3{0$!PD+18V$#&M-~Nua{z>T-GQ8p(VBnk}?a9OP2R4!a7aNIVivR!s literal 0 HcmV?d00001 From ac9f2f86d14b44250403aad8875a1ccf3d295fec Mon Sep 17 00:00:00 2001 From: gadamc Date: Fri, 13 Oct 2017 14:29:29 -0700 Subject: [PATCH 3/3] Adds Development.md file. Use this file to add information related to the development of this Python package. Added link to process that we follow when releasing new versions of this package to PyPI. --- python/Development.md | 9 +++++++++ 1 file changed, 9 insertions(+) create mode 100644 python/Development.md diff --git a/python/Development.md b/python/Development.md new file mode 100644 index 0000000..ab369dd --- /dev/null +++ b/python/Development.md @@ -0,0 +1,9 @@ +# Development + +We [follow this process](https://github.com/gadamc/release-python) to release new versions to PyPI. + + +# Code Standards + +We do not currently have any specific coding standards in place, but please try to match our style +if you issue a pull request that fixes a bug or adds a feature.