Skip to main content

Object mapper for Amazon DynamoDB

Project description

Dynamodb-mapper – a DynamoDB object mapper, based on boto.

Presentation

DynamoDB is a minimalistic NoSQL engine provided by Amazon as a part of their AWS product.

DynamoDB allows you to stores documents composed of unicode strings or numbers as well as sets of unicode strings and numbers. Each tables must define a hash key and may define a range key. All other fields are optional.

Dynamodb-mapper brings a tiny abstraction layer over DynamoDB to overcome some of the limitations with no performance compromise. It is highly inspired by the mature MoongoKit project

Requirements

  • Boto = 2.6.0

  • AWS account

Highlights

  • Python <–> DynamoDB type mapping

  • Deep schema definition and validation with Onctuous (new in 1.8.0)

  • Multi-target transaction (new in 1.6.0)

  • Sub-transactions (new in 1.6.2)

  • Migration engine (new in 1.7.0)

  • Smart conflict detection (new in 1.7.0)

  • Full low-level chunking abstraction for scan, query and get_batch

  • Default values

  • Auto-inc hash_key

  • Framework agnostic

Example usage

We assume you’ve correctly set your Boto credentials or use ddbmock.

Quick install

$ pip install dynamodb-mapper

If you have not yet configured Boto, you may simply

$ export AWS_ACCESS_KEY_ID=<your id key here>
$ export AWS_SECRET_ACCESS_KEY=<your secret key here>

First Model

from dynamodb_mapper.model import DynamoDBModel


class DoomMap(DynamoDBModel):
    __table__ = u"doom_map"
    __hash_key__ = u"episode"
    __range_key__ = u"map"
    __schema__ = {
        u"episode": int,
        u"map": int,
        u"name": unicode,
        u"cheats": set,
    }
    __defaults__ = {
        "cheats": set([u"Konami"]),
    }

Initial Table creation

from dynamodb_mapper.model import ConnectionBorg

conn = ConnectionBorg()
conn.create_table(DoomMap, 10, 10, wait_for_active=True)

Model Usage

e1m1 = DoomMap()
e1m1.episode = 1
e1m1.map = 1
e1m1.name = u"Hangar"
e1m1.cheats = set([u"idkfa", u"iddqd", u"idclip"])
e1m1.save()


# Later on, retrieve that same object from the DB...
e1m1 = DoomMap.get(1, 1)

# query all maps of episode 1
e1_maps = DoomMap.query(hash_key=1)

# query all maps of episode 1 with 'map' hash_key > 5
from boto.dynamodb.condition import GT
e1_maps_after_5 = DoomMap.query(
    hash_key=1,
    range_key_condition=GT(5))

Contribute

Want to contribute, report a but of request a feature ? The development goes on at Ludia’s BitBucket account:

Dynamodb-mapper

Onctuous

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

dynamodb-mapper-1.8.1.tar.gz (26.1 kB view details)

Uploaded Source

File details

Details for the file dynamodb-mapper-1.8.1.tar.gz.

File metadata

File hashes

Hashes for dynamodb-mapper-1.8.1.tar.gz
Algorithm Hash digest
SHA256 8f93a15a68bde9aefda33914cb3ed62b9f819df7ba20e4153633667829cb6982
MD5 c359855095147d4c23da1ef84ffeee46
BLAKE2b-256 7c7463425222b18532ad3b68b553fb0dddd16d6c0ca429b800a249dfce3a81af

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page