v0.8.2

StreamSampling v0.8.2

Diff since v0.8.1

Closed issues:

• Paper: Missing "Software Design" section discussing architectural trade-offs (#147)
• Paper: Missing "Research Impact Statement" section (#148)
• Paper: Missing required "AI Usage Disclosure" section (#149)

v0.8.1

StreamSampling v0.8.1

Diff since v0.8.0

Merged pull requests:

• [ImgBot] Optimize images (#138) (@imgbot[bot])
• Bump codecov/codecov-action from 5 to 6 (#139) (@dependabot[bot])
• Some formatting updates to the paper (#140) (@ameligrana)
• Update references to respect editorialbot constraints (#141) (@ameligrana)
• Add installation instructions to README (#144) (@ameligrana)
• Enhance README with support and contribution details (#145) (@ameligrana)
• Update issue templates (#146) (@ameligrana)
• Relax compat restrictions on DataStructures (#150) (@tlnagy)

Closed issues:

• Installation instructions in README.md (#142)
• Community guidelines (#143)

v0.8.0

StreamSampling v0.8.0

Diff since v0.7.6

Breaking changes

• StreamSampler has been renamed to SequentialSampler since it is more aligned with the relevant literature

Merged pull requests:

• Bump actions/checkout from 5 to 6 (#133) (@dependabot[bot])
• Bump actions/cache from 4 to 5 (#134) (@dependabot[bot])
• Add some more merge tests (#135) (@ameligrana)
• Add tests for StreamSampler functionality (#136) (@ameligrana)
• Improve the interface by unifying StreamSampler and SequentialSampler (#137) (@ameligrana)

v0.7.6

StreamSampling v0.7.6

Diff since v0.7.5

Merged pull requests:

• Improve ondisk benchmarks (#132) (@Tortar)

v0.7.5

StreamSampling v0.7.5

Diff since v0.7.4

Merged pull requests:

• Improve performance of choose (#123) (@Tortar)
• Improve weighted reservoir with replacement algorithm (#124) (@Tortar)
• Improve weighted stream sampling (#125) (@Tortar)
• Add benchmarking script for sampling algorithms (#129) (@Tortar)
• Add iterator methods and length support to SequentialSampler (#130) (@Tortar)
• Change RNG seed in merge tests (#131) (@Tortar)

Closed issues:

• Add weighted StreamSample when the total weight of the stream is known (#110)

v0.7.4

StreamSampling v0.7.4

Diff since v0.7.3

Merged pull requests:

• Use append in example (#122) (@Tortar)

v0.7.3

StreamSampling v0.7.3

Diff since v0.7.2

Merged pull requests:

• Add arrow version to on-disk sampling (#121) (@Tortar)

v0.7.2

StreamSampling v0.7.2

Diff since v0.7.1

Merged pull requests:

• Add new example about sampling from on-disk data (#120) (@Tortar)

v0.7.1

StreamSampling v0.7.1

Diff since v0.7.0

Merged pull requests:

• Bump actions/checkout from 4 to 5 (#114) (@dependabot[bot])
• Add merging strategies for more samplers (#115) (@Tortar)
• Show results of code blocks (#116) (@Tortar)
• Improve docs (#117) (@Tortar)
• Fix some outputs in docs (#118) (@Tortar)

v0.7.0

StreamSampling v0.7.0

Diff since v0.6.9

breaking: rename StreamSample in StreamSampler and ReservoirSample in ReservoirSampler