Releases · OpenMined/PipelineDP

First release candidate of pipelineDP.

What's Changed

Adding files with basic infrastructure by @dvadym in #2
Add LocalPipelineOperations base by @zachferr in #15
Add local map operation by @replomancer in #16
Implement local map_tuple method by @zachferr in #18
Add Budget accounting by @AlexandraImbrisca in #17
SparkOperations implementation by @boyaryn in #14
Added Poetry support by @chinmayshah99 in #20
Add report generator and test, move aggregate params by @jspacek in #23
Add local group_by_key operation by @zachferr in #22
Add more local pipeline operations by @replomancer in #24
Add explain plan to dp_engine and test by @jspacek in #28
Add Spark example by @boyaryn in #27
Updated README.md by @siddhartha18101 in #31
Contribution Bounding - per partition and cross partition bounding - continued from #26 pull request by @preethiraghavan1 in #32
Makefile targets, lint rc file, and dev requirements. Fix formatting. by @jspacek in #33
Public partition selection by @lovroprepolec in #45
DP computing of count, sum by @AlexandraImbrisca in #39
PLD budget accountant by @jspacek in #38
Implement reduce_accumulators_per_key in BeamOperations. by @sushkoy in #49
Implement reduce_accumulators_per_key in SparkRDDOperations (# 41) by @boyaryn in #46
[WIP] Implement Accumulator Framework and Compound Accumulator for aggregation by @preethiraghavan1 in #47
Add local keys operation by @zachferr in #48
[WIP] DP computing of mean and variance by @AlexandraImbrisca in #51
Public partition selection for Spark (#50) by @boyaryn in #55
Implementation of _select_private_partitions by @levzlotnik in #54
Add local reduce accumulators by key by @zachferr in #58
Count Accumulator: without noise by @lovroprepolec in #59
Implement Accumulator Factory by @preethiraghavan1 in #60
Add SumAccumulator by @zachferr in #63
Added Github actions by @AbinavRavi in #62
Added MultiProcLocalPipelineOperations by @levzlotnik in #56
DP computing of variance by @AlexandraImbrisca in #57
Added Vector Summation Accumulator by @levzlotnik in #64
Add noise to SumAccumulator. by @zachferr in #66
Implement Accumulator Framework for aggregation - integration with dp_engine and creation of accumulator params by @preethiraghavan1 in #65
Fix GH Actions: trigger (branch name) and pylint by @replomancer in #72
DP Vector Sum Accumulator by @levzlotnik in #67
Unify API of BudgetAccountants by @zachferr in #74
Improvement of the movie view example by @dvadym in #77
Fix failing tests caused by merge and format project. by @zachferr in #79
Fix for spark map_tuple by @dvadym in #76
Generic budget implementation by @jspacek in #71
Introduce new API to BudgetAccountants. by @zachferr in #83
Computing privacy id count in CompoundAccumulator by @dvadym in #82
Making aggregate with private partition selection work by @dvadym in #86
Add SumParams to movie example and tests by @jspacek in #87
Fix run tests action on Windows by @dvadym in #85
Adding the differential privacy to the CountAccumulator. by @lovroprepolec in #84
Fix tests by @dvadym in #89
Fix filtering of public partitions by @dvadym in #105
Fix running on Spark by @dvadym in #90
Disable Spark and Multiprocess operations tests on Windows by @dvadym in #107
Implement PrivacyIdCount by @miracvbasaran in #106
Fix tests by @dvadym in #108
Sum calculation from PrivateRDD (#70) by @boyaryn in #75
Implement clamping (clipping) for Sum by @miracvbasaran in #109
Private Collection and Sum Transform in Beam's public API. by @preethiraghavan1 in #115
Implement the new count field in the mechanism_spec. by @zachferr in #116
Use safe Laplace and Gaussian noise by @dvadym in #118
Minimize spark dependencies by @dvadym in #120
Hierarchical accountant by @sushkoy in #123
Map and FlatMap on PrivateRDD by @boyaryn in #117
Add report generator for dp_engine by @jspacek in #121
Implement private partition selection. by @sushkoy in #125
Disable spark tests on Windows by @dvadym in #127
Introduce AccumulatorFactory hierarchy by @dvadym in #126
Beam PrivateTTransform Map And FlatMap by @preethiraghavan1 in #119
Update tests.yml by @anukaal in #129
Fixes CI by @XinyuYe in #130
Fix applying noise by @dvadym in #131
Added a notebook with PipelineDP demo by @dvadym in #132
Multiple stage names generator by @jspacek in #128
Use self.assertIsInstance in tests by @dvadym in #133
Minor fixes by @dvadym in #134
Fixes capture for filter_fn. by @XinyuYe in #136
Implement adding empty public partitions by @miracvbasaran in #135
Add Count Transform to Beam's public API. by @yuan2z in #137
Add PrivacyIdCount Transform to Beam's public API. by @yuan2z in #141
Introduce base class for Combiners by @dvadym in #140
Delete the prototype code by @dvadym in #143
Create a minimalistic example for Spark API by @sushkoy in #142
Pass stage to map in add_empty_public_partitions by @Kulankhina in #147
Renaming PipelineOperations to PipelineBackend by @sushkoy in #148
DP Count combiner by @dvadym in #144
Add a simplistic example using Apache Beam. by @sushkoy in #149
Checks by @miracvbasaran in #139
Add Count Transform to Spark's public API. by @yuan2z in #151
Adds sum combiners and compound combiners. by @XinyuYe in #150
Test Beam Sum returns sensible result by @Kulankhina in #153
Introduce combine_per_key in PipelineBackend by @dvadym in #152
Fix and test Beam count and PrivacyIdCount by @Kulankhina in #155
Uses combiners in dp engine. by @XinyuYe in #156
Test Beam Count, Sum, PIdCoun with pub partitions by @Kulankhina in #158
Update top-level README.md file to include a better description and a code snippet. by @sushkoy in https://github.com/OpenMined/Pip...