Skip to main content

Dict that lazily populates itself with items from the iterator it was constructed with as keys are accessed

Project description

# Haven’t you always wanted an infinite dict?

IterDicts are similar to regular Python dicts except that they’re only populated upon demand. This gives them most of the same advantages of generators, such as the ability to operator on very large (or infinite!) datasets.

## Accessing keys that aren’t populated yet

When the get or __getitem__ methods are called, an IterDict tries to fetch a key in the normal manner. If that fails, it starts consuming the iterator it was constructed with and adding those items to itself until it finds the key (or the universe dies of heat death):

>>> d = IterDict((a, a) for a in xrange(1000000000000000))  # 1 quadrillion (US)
>>> d[10]
10
>>> list(d)
[you're going to be here a while]

## Important differences

A dict consumes its iterator at initialization, and in the case of duplicates the last value wins:

>>> d = dict([(1,1),(1,2)])
>>> d
{1: 2}
>>> del d[1]
>>> d
{}

IterDicts differ in that they stop consuming their iterators as soon as the first instance of a requested key is found:

>>> i = IterDict([(1,1), (1,2)])
>>> i
IterDict<{}, fed by <listiterator object at 0x105bab8d0>>
>>> i[1]
1
>>> i
IterDict<{1: 1}, fed by <listiterator object at 0x105bab8d0>>

For space, time, and complexity reasons, IterDicts don’t track keys that were present at one point and have been since deleted. This means that keys may reappear after deletion if the IterDict’s iterator yields them again. Continuing the previous example:

>>> del i[1]
>>> i
IterDict<{}, fed by <listiterator object at 0x105bab890>>
>>> i[1]
2
>>> i
IterDict<{1: 2}, fed by <listiterator object at 0x105bab890>>

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

IterDict-0.2.0.tar.gz (5.7 kB view details)

Uploaded Source

File details

Details for the file IterDict-0.2.0.tar.gz.

File metadata

  • Download URL: IterDict-0.2.0.tar.gz
  • Upload date:
  • Size: 5.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No

File hashes

Hashes for IterDict-0.2.0.tar.gz
Algorithm Hash digest
SHA256 5c2630e562bf0627551bddd7569e491b92ea6b4512353eb7442cd1c7ca1d0469
MD5 58197ecf15d52c8df58d818b5ed1bb49
BLAKE2b-256 230eeb68c8094cf2a24067bf771b7851246b106deb599e034f192c74c834ebc5

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