First release candidate of pipelineDP.
What's Changed
* Adding files with basic infrastructure by dvadym in https://github.com/OpenMined/PipelineDP/pull/2
* Add LocalPipelineOperations base by zachferr in https://github.com/OpenMined/PipelineDP/pull/15
* Add local map operation by replomancer in https://github.com/OpenMined/PipelineDP/pull/16
* Implement local map_tuple method by zachferr in https://github.com/OpenMined/PipelineDP/pull/18
* Add Budget accounting by AlexandraImbrisca in https://github.com/OpenMined/PipelineDP/pull/17
* SparkOperations implementation by boyaryn in https://github.com/OpenMined/PipelineDP/pull/14
* Added Poetry support by chinmayshah99 in https://github.com/OpenMined/PipelineDP/pull/20
* Add report generator and test, move aggregate params by jspacek in https://github.com/OpenMined/PipelineDP/pull/23
* Add local group_by_key operation by zachferr in https://github.com/OpenMined/PipelineDP/pull/22
* Add more local pipeline operations by replomancer in https://github.com/OpenMined/PipelineDP/pull/24
* Add explain plan to dp_engine and test by jspacek in https://github.com/OpenMined/PipelineDP/pull/28
* Add Spark example by boyaryn in https://github.com/OpenMined/PipelineDP/pull/27
* Updated README.md by siddhartha18101 in https://github.com/OpenMined/PipelineDP/pull/31
* Contribution Bounding - per partition and cross partition bounding - continued from 26 pull request by preethiraghavan1 in https://github.com/OpenMined/PipelineDP/pull/32
* Makefile targets, lint rc file, and dev requirements. Fix formatting. by jspacek in https://github.com/OpenMined/PipelineDP/pull/33
* Public partition selection by lovroprepolec in https://github.com/OpenMined/PipelineDP/pull/45
* DP computing of count, sum by AlexandraImbrisca in https://github.com/OpenMined/PipelineDP/pull/39
* PLD budget accountant by jspacek in https://github.com/OpenMined/PipelineDP/pull/38
* Implement reduce_accumulators_per_key in BeamOperations. by sushkoy in https://github.com/OpenMined/PipelineDP/pull/49
* Implement reduce_accumulators_per_key in SparkRDDOperations ( 41) by boyaryn in https://github.com/OpenMined/PipelineDP/pull/46
* [WIP] Implement Accumulator Framework and Compound Accumulator for aggregation by preethiraghavan1 in https://github.com/OpenMined/PipelineDP/pull/47
* Add local `keys` operation by zachferr in https://github.com/OpenMined/PipelineDP/pull/48
* [WIP] DP computing of mean and variance by AlexandraImbrisca in https://github.com/OpenMined/PipelineDP/pull/51
* Public partition selection for Spark (50) by boyaryn in https://github.com/OpenMined/PipelineDP/pull/55
* Implementation of `_select_private_partitions` by levzlotnik in https://github.com/OpenMined/PipelineDP/pull/54
* Add local reduce accumulators by key by zachferr in https://github.com/OpenMined/PipelineDP/pull/58
* Count Accumulator: without noise by lovroprepolec in https://github.com/OpenMined/PipelineDP/pull/59
* Implement Accumulator Factory by preethiraghavan1 in https://github.com/OpenMined/PipelineDP/pull/60
* Add SumAccumulator by zachferr in https://github.com/OpenMined/PipelineDP/pull/63
* Added Github actions by AbinavRavi in https://github.com/OpenMined/PipelineDP/pull/62
* Added MultiProcLocalPipelineOperations by levzlotnik in https://github.com/OpenMined/PipelineDP/pull/56
* DP computing of variance by AlexandraImbrisca in https://github.com/OpenMined/PipelineDP/pull/57
* Added Vector Summation Accumulator by levzlotnik in https://github.com/OpenMined/PipelineDP/pull/64
* Add noise to SumAccumulator. by zachferr in https://github.com/OpenMined/PipelineDP/pull/66
* Implement Accumulator Framework for aggregation - integration with dp_engine and creation of accumulator params by preethiraghavan1 in https://github.com/OpenMined/PipelineDP/pull/65
* Fix GH Actions: trigger (branch name) and pylint by replomancer in https://github.com/OpenMined/PipelineDP/pull/72
* DP Vector Sum Accumulator by levzlotnik in https://github.com/OpenMined/PipelineDP/pull/67
* Unify API of BudgetAccountants by zachferr in https://github.com/OpenMined/PipelineDP/pull/74
* Improvement of the movie view example by dvadym in https://github.com/OpenMined/PipelineDP/pull/77
* Fix failing tests caused by merge and format project. by zachferr in https://github.com/OpenMined/PipelineDP/pull/79
* Fix for spark map_tuple by dvadym in https://github.com/OpenMined/PipelineDP/pull/76
* Generic budget implementation by jspacek in https://github.com/OpenMined/PipelineDP/pull/71
* Introduce new API to BudgetAccountants. by zachferr in https://github.com/OpenMined/PipelineDP/pull/83
* Computing privacy id count in CompoundAccumulator by dvadym in https://github.com/OpenMined/PipelineDP/pull/82
* Making aggregate with private partition selection work by dvadym in https://github.com/OpenMined/PipelineDP/pull/86
* Add SumParams to movie example and tests by jspacek in https://github.com/OpenMined/PipelineDP/pull/87
* Fix run tests action on Windows by dvadym in https://github.com/OpenMined/PipelineDP/pull/85
* Adding the differential privacy to the CountAccumulator. by lovroprepolec in https://github.com/OpenMined/PipelineDP/pull/84
* Fix tests by dvadym in https://github.com/OpenMined/PipelineDP/pull/89
* Fix filtering of public partitions by dvadym in https://github.com/OpenMined/PipelineDP/pull/105
* Fix running on Spark by dvadym in https://github.com/OpenMined/PipelineDP/pull/90
* Disable Spark and Multiprocess operations tests on Windows by dvadym in https://github.com/OpenMined/PipelineDP/pull/107
* Implement PrivacyIdCount by miracvbasaran in https://github.com/OpenMined/PipelineDP/pull/106
* Fix tests by dvadym in https://github.com/OpenMined/PipelineDP/pull/108
* Sum calculation from PrivateRDD (70) by boyaryn in https://github.com/OpenMined/PipelineDP/pull/75
* Implement clamping (clipping) for Sum by miracvbasaran in https://github.com/OpenMined/PipelineDP/pull/109
* Private Collection and Sum Transform in Beam's public API. by preethiraghavan1 in https://github.com/OpenMined/PipelineDP/pull/115
* Implement the new count field in the mechanism_spec. by zachferr in https://github.com/OpenMined/PipelineDP/pull/116
* Use safe Laplace and Gaussian noise by dvadym in https://github.com/OpenMined/PipelineDP/pull/118
* Minimize spark dependencies by dvadym in https://github.com/OpenMined/PipelineDP/pull/120
* Hierarchical accountant by sushkoy in https://github.com/OpenMined/PipelineDP/pull/123
* Map and FlatMap on PrivateRDD by boyaryn in https://github.com/OpenMined/PipelineDP/pull/117
* Add report generator for dp_engine by jspacek in https://github.com/OpenMined/PipelineDP/pull/121
* Implement private partition selection. by sushkoy in https://github.com/OpenMined/PipelineDP/pull/125
* Disable spark tests on Windows by dvadym in https://github.com/OpenMined/PipelineDP/pull/127
* Introduce AccumulatorFactory hierarchy by dvadym in https://github.com/OpenMined/PipelineDP/pull/126
* Beam PrivateTTransform Map And FlatMap by preethiraghavan1 in https://github.com/OpenMined/PipelineDP/pull/119
* Update tests.yml by anukaal in https://github.com/OpenMined/PipelineDP/pull/129
* Fixes CI by XinyuYe in https://github.com/OpenMined/PipelineDP/pull/130
* Fix applying noise by dvadym in https://github.com/OpenMined/PipelineDP/pull/131
* Added a notebook with PipelineDP demo by dvadym in https://github.com/OpenMined/PipelineDP/pull/132
* Multiple stage names generator by jspacek in https://github.com/OpenMined/PipelineDP/pull/128
* Use self.assertIsInstance in tests by dvadym in https://github.com/OpenMined/PipelineDP/pull/133
* Minor fixes by dvadym in https://github.com/OpenMined/PipelineDP/pull/134
* Fixes capture for filter_fn. by XinyuYe in https://github.com/OpenMined/PipelineDP/pull/136
* Implement adding empty public partitions by miracvbasaran in https://github.com/OpenMined/PipelineDP/pull/135
* Add Count Transform to Beam's public API. by yuan2z in https://github.com/OpenMined/PipelineDP/pull/137
* Add PrivacyIdCount Transform to Beam's public API. by yuan2z in https://github.com/OpenMined/PipelineDP/pull/141
* Introduce base class for Combiners by dvadym in https://github.com/OpenMined/PipelineDP/pull/140
* Delete the prototype code by dvadym in https://github.com/OpenMined/PipelineDP/pull/143
* Create a minimalistic example for Spark API by sushkoy in https://github.com/OpenMined/PipelineDP/pull/142
* Pass stage to map in add_empty_public_partitions by Kulankhina in https://github.com/OpenMined/PipelineDP/pull/147
* Renaming PipelineOperations to PipelineBackend by sushkoy in https://github.com/OpenMined/PipelineDP/pull/148
* DP Count combiner by dvadym in https://github.com/OpenMined/PipelineDP/pull/144
* Add a simplistic example using Apache Beam. by sushkoy in https://github.com/OpenMined/PipelineDP/pull/149
* Checks by miracvbasaran in https://github.com/OpenMined/PipelineDP/pull/139
* Add Count Transform to Spark's public API. by yuan2z in https://github.com/OpenMined/PipelineDP/pull/151
* Adds sum combiners and compound combiners. by XinyuYe in https://github.com/OpenMined/PipelineDP/pull/150
* Test Beam Sum returns sensible result by Kulankhina in https://github.com/OpenMined/PipelineDP/pull/153
* Introduce combine_per_key in PipelineBackend by dvadym in https://github.com/OpenMined/PipelineDP/pull/152
* Fix and test Beam count and PrivacyIdCount by Kulankhina in https://github.com/OpenMined/PipelineDP/pull/155
* Uses combiners in dp engine. by XinyuYe in https://github.com/OpenMined/PipelineDP/pull/156
* Test Beam Count, Sum, PIdCoun with pub partitions by Kulankhina in https://github.com/OpenMined/PipelineDP/pull/158
* Update top-level README.md file to include a better description and a code snippet. by sushkoy in https://github.com/OpenMined/PipelineDP/pull/157
* Combiner tests by dvadym in https://github.com/OpenMined/PipelineDP/pull/159
* Fix select partitions by dvadym in https://github.com/OpenMined/PipelineDP/pull/160
* Spark privacy id count by yuan2z in https://github.com/OpenMined/PipelineDP/pull/163
* Low high renaming by dvadym in https://github.com/OpenMined/PipelineDP/pull/161
* Implement MeanCombiner by miracvbasaran in https://github.com/OpenMined/PipelineDP/pull/154
* Leftovers of PipeineOperations -> PipelineBackend renaming by dvadym in https://github.com/OpenMined/PipelineDP/pull/162
* added support for release on PyPI by chinmayshah99 in https://github.com/OpenMined/PipelineDP/pull/166
New Contributors
* dvadym made their first contribution in https://github.com/OpenMined/PipelineDP/pull/2
* zachferr made their first contribution in https://github.com/OpenMined/PipelineDP/pull/15
* replomancer made their first contribution in https://github.com/OpenMined/PipelineDP/pull/16
* AlexandraImbrisca made their first contribution in https://github.com/OpenMined/PipelineDP/pull/17
* boyaryn made their first contribution in https://github.com/OpenMined/PipelineDP/pull/14
* chinmayshah99 made their first contribution in https://github.com/OpenMined/PipelineDP/pull/20
* jspacek made their first contribution in https://github.com/OpenMined/PipelineDP/pull/23
* siddhartha18101 made their first contribution in https://github.com/OpenMined/PipelineDP/pull/31
* sushkoy made their first contribution in https://github.com/OpenMined/PipelineDP/pull/49
* levzlotnik made their first contribution in https://github.com/OpenMined/PipelineDP/pull/54
* AbinavRavi made their first contribution in https://github.com/OpenMined/PipelineDP/pull/62
* miracvbasaran made their first contribution in https://github.com/OpenMined/PipelineDP/pull/106
* anukaal made their first contribution in https://github.com/OpenMined/PipelineDP/pull/129
* XinyuYe made their first contribution in https://github.com/OpenMined/PipelineDP/pull/130
* yuan2z made their first contribution in https://github.com/OpenMined/PipelineDP/pull/137
* Kulankhina made their first contribution in https://github.com/OpenMined/PipelineDP/pull/147
**Full Changelog**: https://github.com/OpenMined/PipelineDP/commits/v0.0.1rc0