Coder Social home page Coder Social logo

salesforce-bulk's Introduction

Salesforce Bulk

Python client library for accessing the asynchronous Salesforce.com Bulk API.

Installation

pip install salesforce-bulk

Authentication

To access the Bulk API you need to authenticate a user into Salesforce. The easiest way to do this is just to supply username and password. This library will use the salesforce-oauth-request package (which you must install) to run the Salesforce OAUTH2 Web flow and return an access token.

from salesforce_bulk import SalesforceBulk

bulk = SalesforceBulk(username=username,password=password)
...

Alternatively if you run have access to a session ID and instance_url you can use those directly:

from urlparse import urlparse
from salesforce_bulk import SalesforceBulk

bulk = SalesforceBulk(sessionId=sessionId, host=urlparse(instance_url).hostname)
...

Operations

The basic sequence for driving the Bulk API is:

  1. Create a new job
  2. Add one or more batches to the job
  3. Wait for each batch to finish
  4. Close the job

Bulk Query

SalesforceBulk.create_query_job(object_name, contentType='CSV', concurrency=None)

Example

job = bulk.create_query_job("Contact", contentType='CSV')
batch = bulk.query(job, "select Id,LastName from Contact")
while not bulk.is_batch_done(job, batch):
	sleep(10)
bulk.close_job(job)

for row in bulk.get_batch_result_iter(job, batch, parse_csv=True):
	print row   #row is a dict

Bulk Insert, Update, Delete

All Bulk upload operations work the same. You set the operation when you create the job. Then you submit one or more documents that specify records with columns to insert/update/delete. When deleting you should only submit the Id for each record.

For efficiency you should use the post_bulk_batch method to post each batch of data. (Note that a batch can have a maximum 10,000 records and be 1GB in size.) You pass a generator or iterator into this function and it will stream data via POST to Salesforce. For help sending CSV formatted data you can use the salesforce_bulk.CsvDictsAdapter class. It takes an iterator returning dictionaries and returns an iterator which produces CSV data.

Full example:

from salesforce_bulk import CsvDictsAdapter

job = bulk.create_insert_job("Account", contentType='CSV')

accounts = [dict(Name="Account%d" % idx) for idx in xrange(5)]

csv_iter = CsvDictsAdapter(iter(accounts))

batch = bulk.post_bulk_batch(job, csv_iter)

bulk.wait_for_batch(job, batch)

bulk.close_job(job)

print "Done. Accounts uploaded."

Concurrency mode

When creating the job, pass concurrency=Serial or concurrency=Parallel to set the concurrency mode for the job.

salesforce-bulk's People

Contributors

cvermilion avatar dave-atx avatar jmalonzo avatar overset avatar scottpersinger avatar vividboarder avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.