Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
DAG.to_dot
when reducers have multiple outputs by @chaokunyang in https://github.com/mars-project/mars/pull/3150
test_load_third_party_modules
separately by @chaokunyang in https://github.com/mars-project/mars/pull/3162
n_mappers
and n_reducers
to ShuffleProxy
by @chaokunyang in https://github.com/mars-project/mars/pull/3160
{DataFrame,Series}.align
by @wjsi in https://github.com/mars-project/mars/pull/3147
fresnel_zeros
by @RandomY-2 in https://github.com/mars-project/mars/pull/3172
ai_zeros
and bi_zeros
functions) by @shantam-8 in https://github.com/mars-project/mars/pull/3195
discard
operation by @chaokunyang in https://github.com/mars-project/mars/pull/3277
md.concat
error when there are same fetch chunk data by @zhongchun in https://github.com/mars-project/mars/pull/3285
Full Changelog: https://github.com/mars-project/mars/compare/v0.10.0a1...v0.10.0
This is the release notes of v0.9.0. See here for the complete list of solved issues and merged PRs.
This release note only covers the difference from v0.9.0rc3; for all highlights and changes, please refer to the release notes of the pre-releases:
alpha1 alpha2 beta1 beta2 rc1 rc2 rc3
From v0.9 on, Python 3.6 is dropped support.
md.merge
(#3066)DataFrameGroupBy.agg
tile (#3077)n_reducers
and reducer_ordinal
to shuffle operands (#3107)This is the release notes of v0.10.0a1. See here for the complete list of solved issues and merged PRs.
sort=True
for Groupby (#2959, thanks @sak2002!)md.merge
(#3041)DataFrameGroupBy.agg
tile (#3051)n_reducers
and reducer_ordinal
to shuffle operands (#3055)test_optional_supervisor_node
(#3133)This is the release notes of v0.8.7.
This is the release notes of v0.8.6. See here for the complete list of solved issues and merged PRs.
dask.persist
(#2990, thanks @loopyme!)DataFrame.apply
(#2979)df.sort_values
when specifying multiple ascending (#3006)This is the release notes of v0.9.0rc3. See here for the complete list of solved issues and merged PRs.
dask.persist
(#2953, thanks @loopyme!)should_be_monotonic
property (#2949)DataFrame.apply
(#2978)msg_to_simple_str
in Ray backend and add tests (#3003)df.sort_values
when specifying multiple ascending (#2984)This is the release notes of v0.8.5. See here for the complete list of solved issues and merged PRs.
evals
data (#2863)wait_task
(#2890)Actor.__pre_destroy__
(#2892)This is the release notes of v0.9.0rc2. See here for the complete list of solved issues and merged PRs.
DataFrameIsin
's tile (#2864)evals
data (#2861)wait_task
(#2883)Actor.__pre_destroy__
(#2887)This is the release notes of v0.9.0rc1. See here for the complete list of solved issues and merged PRs.
mars.tensor.setdiff1d
(#2823)mars.learn.metrics.roc_auc_score
(#2832)mars.learn.metrics.{roc_curve, roc_auc_score}
(#2838)gpu
property for some operands (#2811)set_subtask_result
(#2784)StorageHandlerActor
to stateful (#2824)FileSystem.ls
for OSS (#2837)This is the release notes of v0.8.4. See here for the complete list of solved issues and merged PRs.
mars.tensor.setdiff1d
(#2829)mars.learn.metrics.roc_auc_score
(#2841)mars.learn.metrics.{roc_curve, roc_auc_score}
(#2850)FileSystem.ls
for OSS (#2842)