2.3.5 Hotfix

What's Changed

• Removed the grpc keep alive settings by @yhwen in #2020

Full Changelog: 2.3.4...2.3.5

2.3.4 Minor fixes.

What's Changed

• Fix shutdown_fl_run.sh by @YuanTingHsieh in #2008
• Added ability to send the client job heartbeat calls to server. by @yhwen in #2016

Full Changelog: 2.3.3...2.3.4

Feature enhancements

What's Changed

• Change BaseException to Exception by @YuanTingHsieh in #1790
• Allow alternative Configurations: Part 3. Config Service Integration by @chesterxgchen in #1824
• Include exception type in error log by @YuanTingHsieh in #1839
• Fix doc [skip ci] by @YuanTingHsieh in #1841
• Add Launcher spec and SubprocessLauncher by @YuanTingHsieh in #1763
• Add LauncherExecutor by @YuanTingHsieh in #1783
• Adds ModelExchanger by @YuanTingHsieh in #1837
• Fix auth integration test by @YuanTingHsieh in #1842
• Fix ACK Timeout Issue [skip ci] by @nvidianz in #1836
• Fixed a concurrency issue by @nvidianz in #1848
• New Cell to provide layers to support original Cell API by @IsaacYangSLA in #1832
• Revert "Remove print/logger" by @IsaacYangSLA in #1853
• Fix SNI passing for AdminAPI (#1849) by @xander-aphe-hatschi in #1850
• FedOpt with batchnorm by @holgerroth in #1851
• Fix auto integration tests by @YuanTingHsieh in #1847
• Add unit tests of SubprocessLauncher and ModelExchanger by @YuanTingHsieh in #1845
• Add Weights and Biases for experiment tracking by @nvkevlu in #1838
• New cell fix by @IsaacYangSLA in #1861
• Fixes an End-of-Stream bug by @nvidianz in #1862
• remove abort_task command by @nvkevlu in #1854
• Update documentation for experiment tracking, peer context [skip ci] by @nvkevlu in #1859
• Add NVFlare Client API by @YuanTingHsieh in #1863
• Add client_api example by @YuanTingHsieh in #1844
• Add decorator example by @YuanTingHsieh in #1855
• Add lightning API and example by @YuanTingHsieh in #1867
• Refactor Learner api by @yanchengnv in #1761
• Separate plot-requirements out by @YuanTingHsieh in #1869
• Expose FLModel and change to send/receive by @YuanTingHsieh in #1874
• Updates ML-to-FL Client API by @YuanTingHsieh in #1877
• Fixes the streaming problem in simulator by @nvidianz in #1880
• Enable NewCell by @IsaacYangSLA in #1882
• Refactor xgboost examples by @SYangster in #1876
• Update docs, tutorials, examples, and integration tests with POC updates by @nvkevlu in #1873
• Fix examples and FLModel by @YuanTingHsieh in #1883
• Fix integration test by @YuanTingHsieh in #1884
• ML2FL examples: small changes by @chesterxgchen in #1891
• Add garbage collection at the end of each round in cyclic controller by @IsaacYangSLA in #1890
• Fix integration test configs timing issues by @YuanTingHsieh in #1886
• add Mac specific setup by @chesterxgchen in #1892
• update config and config factory by @chesterxgchen in #1893
• remove wget in df_stats example by @chesterxgchen in #1878
• Fixed net agent to work with NewCell by @yanchengnv in #1897
• Cherry-picked from 2.3.2 #1868 by @IsaacYangSLA in #1895
• Revert some changes from POC update commit that caused issues (#1894) by @YuanTingHsieh in #1904
• Enhance lightning example by @YuanTingHsieh in #1903
• Improve NewCell send request timeout handling by @IsaacYangSLA in #1899
• Add metrics exchanger and retriever by @YuanTingHsieh in #1889
• Support admin client handlers and submit_job with custom data by @yanchengnv in #1881
• Cherry-pick Add client heartbeat log (#1864) by @YuanTingHsieh in #1901
• Update references to dev after change in branch, update broken links [skip ci] by @nvkevlu in #1908
• Fix MonaiAlgo args [skip ci] by @holgerroth in #1914
• Fixed the admin tool requires the resources path. by @yhwen in #1910
• Fix FLAdminAPI by @YuanTingHsieh in #1916
• Use future waiter by @IsaacYangSLA in #1909
• Changed the simulator to use client_runner.run_abort_signal.triggered by @yhwen in #1918
• Fix typos [skip ci] by @YuanTingHsieh in #1915
• Make sure the Simulator supports alternative config formats by @chesterxgchen in #1923
• Enhance lightning api, client api, LauncherExecutor by @YuanTingHsieh in #1919
• Add reasearch folder for "ConDistFL: Conditional Distillation for Federated Learning from Partially Annotated Data" [skip ci] by @holgerroth in #1929
• Update urls by @holgerroth in #1933
• Wrap training scripts inside main method by @YuanTingHsieh in #1939
• Fixed the recursive FLComponents creation. by @yhwen in #1934
• NewCell and Cell renaming by @IsaacYangSLA in #1941
• Add experiment tracking with MONAI for MetricExchanger by @nvkevlu in #1925
• Re-add cli persistent history by @SYangster in #1938
• Job CLI: create Job, submit Job, list_templates, show_variables by @chesterxgchen in #1888
• POC Upgrade 2 by @chesterxgchen in #1944
• CC SDK 1.0 integration by @IsaacYangSLA in #1926
• Rewrite double quote to heredocs to avoid bash/zsh issues by @IsaacYangSLA in #1947
• Fix controller unit test timing by @YuanTingHsieh in #1937
• make sure the Job CLI support multi-config formats by @chesterxgchen in #1946
• add poc workspace to the nvflare config command by @chesterxgchen in #1948
• update POC tutorials by @chesterxgchen in #1949
• update docs after change in nvflare poc command [skip ci] by @nvkevlu in #1945
• Add Sean to build command by @YuanTingHsieh in #1950
• Vertical XGBoost with PSI integration by @SYangster in #1922
• Allow metric negation in model selection by @holgerroth in #1951
• add deprecation commands by @chesterxgchen in #1952
• Secure message by @IsaacYangSLA in #1954
• Fix fl model utils by @YuanTingHsieh in #1902
• SFM Heartbeat Support by @nvidianz in #1942
• Enhance ML2FL API by @YuanTingHsieh in #1953
• Remove fobs calls by @yhwen in #1960
• Removed the not used import in cell.py (temporary) by @yhwen in #1961
• Improved error handling and fixed memory leak by @nvidianz in #1921
• Fix unit test and integration tests by @YuanTingHsieh in #1962
• Client controller by @yhwen in #1913
• Update POC tutorials and fix POC bugs by @chesterxgchen in #1958
• Add Job CLI Tutorials and step-by-step initial examples by @chesterxgchen in #1957
• Refactor format_log_message with more readability by @IsaacYangSLA in #1965
• Remove some POC stop message by @chesterxgchen in #1966
• Add experiment tracking docs by @nvkevlu in #1963
• Add SimpleCellCipher to replace session key manager and cell cipher by @IsaacYangSLA in #1964
• Improve CLI command error handling by @chesterxgchen in #1971
• Polish notebook for Job CLI [skip ci] by @nvkevlu in #1975
• Add Step by step example part 1: CIFAR10 Image Stats by @chesterxgchen in #1972
• Add implementations t...

2.3.3 Release: Minor fixes

What's Changed

• Fix links for 2.3 branch by @nvkevlu in #1927
• Cherry-pick: Fixed the recursive FLComponents creation by @yhwen in #1935
• Fix controller unit test timing on branch 2.3 by @YuanTingHsieh in #1936

Full Changelog: 2.3.2...2.3.3

Release 2.3.2

What's Changed

• Update doc 2.3 [skip ci] by @YuanTingHsieh in #1840
• Add garbage collection at the end of each round in cyclic controller by @IsaacYangSLA in #1860
• Add client heartbeat log by @YuanTingHsieh in #1864
• [2.3 branch] remove wget in df_stats example by @chesterxgchen in #1879
• Support Roche requirements and fixes by @yanchengnv in #1868

Full Changelog: 2.3.1...2.3.2

2.4.0RC1

What's Changed

• Add list of publication and talks [skip ci] by @holgerroth in #1089
• fix paper order [skip ci] by @holgerroth in #1093
• Fix docstring description [skip ci] by @YuanTingHsieh in #1071
• Clean up xgboost rst file and move to doc directory [skip ci] by @YuanTingHsieh in #1088
• Fixed the abort_job HA failed to remove snapshot issue. by @yhwen in #1091
• fix date and order [skip ci] by @holgerroth in #1098
• rename check_result to is_resource_enough by @YuanTingHsieh in #1096
• Fix example code format [skip ci] by @YuanTingHsieh in #1094
• Update ci remove snapshot by @YuanTingHsieh in #1101
• add Chinese blogs/talks [skip ci] by @holgerroth in #1100
• Move s3_storage [skip ci] by @YuanTingHsieh in #1095
• Upgrade for Python 3.10. by @yhwen in #1102
• add nvflare paper to citation file [skip ci] by @holgerroth in #1107
• Added field names to auth error by @nvidianz in #1099
• Update build and package steps by @YuanTingHsieh in #1104
• Add ResponseProcessors with example for client-side model init by @holgerroth in #1105
• Add ModelLearnable decomposers by @YuanTingHsieh in #1111
• update model selector by @holgerroth in #1116
• add links and improve introductions of some features for better flow [skip ci] by @nvkevlu in #1120
• Update requirements-dev.txt by @YuanTingHsieh in #1112
• Add feature request issue template [skip ci] by @YuanTingHsieh in #1127
• fix controller racing condition by @holgerroth in #1124
• make aggregation helper thread safe by @holgerroth in #1123
• Add question issue template [skip ci] by @YuanTingHsieh in #1126
• FOBS redesign with enum and data class support by @nvidianz in #1103
• clean up docs for authorization related to 2.2.1 updates [skip ci] by @nvkevlu in #1140
• update status returned when calling logout by @nvkevlu in #1141
• enhanced class_utils. by @yhwen in #1144
• Added warnings for vulnerable OpenSSL versions by @nvidianz in #1142
• Create quickstart page for outside links, fix provisioning section [skip ci] by @nvkevlu in #1145
• Dead clients handle by @yhwen in #1136
• Revert "Added warnings for vulnerable OpenSSL versions" by @nvidianz in #1157
• Enable header scan and fix unit tests by @YuanTingHsieh in #1137
• update cifar-10 sim example to use run script [skip ci] by @holgerroth in #1158
• Fixed a race condition and client privacy.json issue. by @yhwen in #1164
• Signing jobs by @IsaacYangSLA in #1152
• Enable the single gpu option for simulator run by @yhwen in #1162
• Set each container in docker compose with its friendly name by @IsaacYangSLA in #1167
• Add .env file to support variables in compose.yaml by @IsaacYangSLA in #1166
• Fix signing jobs in POC by @IsaacYangSLA in #1169
• Fix unit test filename pattern [skip ci] by @holgerroth in #1173
• add example unit tests by @chesterxgchen in #1170
• restore the changes to fix the bug introduced. by @chesterxgchen in #1175
• Simulartor hang oom by @yhwen in #1159
• Add missing poc_key in api.py by @YuanTingHsieh in #1183
• Scheduler enhancement by @yhwen in #1184
• update the simulator docs [skip ci] by @yhwen in #1186
• Improve XGBoost examples by @Jeffwan in #1181
• Fix type error in FedXGBHistogramExecutor by @Jeffwan in #1179
• Stats refactoring by @chesterxgchen in #1191
• Auto-registering decomposers for Enum by @nvidianz in #1192
• fix simulator missing client heartbeat call. by @yhwen in #1195
• add decorator to measure time for each method call by @chesterxgchen in #1198
• Add BroadcastAndWait Component by @chesterxgchen in #1199
• increase python version support to 3.10 [skip ci] by @chesterxgchen in #1203
• add CommonExecutor and ClientExecutor by @chesterxgchen in #1202
• MLFlowReceiver by @chesterxgchen in #1204
• add missing dependencies [skip ci] by @holgerroth in #1209
• Allow easier import of SimulatorRunner by @holgerroth in #1208
• fix broken link to operation guide [skip ci] by @holgerroth in #1218
• Backend and schema updated by @IsaacYangSLA in #1215
• 1214 svt_privacy adds an option for random.choice replacement by @wyli in #1224
• PSI initial PR by @chesterxgchen in #1207
• add flare_api initial changes by @nvkevlu in #1161
• PSI upgrade to openmined.psi = 1.1.0 by @chesterxgchen in #1226
• update missed requirement [skip ci] by @chesterxgchen in #1227
• Clean up controller logic by @YuanTingHsieh in #1228
• Add quantifying-data-leakage folder [skip ci] by @holgerroth in #1230
• Update monai example [skip ci] by @holgerroth in #1229
• PSI Update example [skip ci] by @chesterxgchen in #1231
• Fix preflight_check issue and add unit tests and integration tests by @YuanTingHsieh in #1234
• update psi readme [skip ci] by @holgerroth in #1235
• Update monai examples again [skip ci] by @holgerroth in #1237
• Only terminate the local session in the worker_process, not logout th… by @yhwen in #1236
• PSI Bug fix [skip ci] by @chesterxgchen in #1238
• Fix integration tests by @YuanTingHsieh in #1239
• remove key check in task get_prop method by @YuanTingHsieh in #1242
• Fix tb streaming by @YuanTingHsieh in #1241
• Update black/isort/flake8 and fix code style [skip ci] by @YuanTingHsieh in #1243
• Research: Quantifying Data Leakage in Federated Learning [skip ci] by @holgerroth in #1244
• Add notebook with FLARE API to example [skip ci] by @nvkevlu in #1232
• Revert flake8 and isort version by @YuanTingHsieh in #1250
• Revert "Backend and schema updated (#1215)" by @IsaacYangSLA in #1251
• Fix missing information in fed_admin.json by @IsaacYangSLA in #1253
• Drop python 3.7 support by @YuanTingHsieh in #1246
• Add kmeans clustering example based on scikit-learn by @ZiyueXu77 in #1163
• Fix joblib_model_param_persistor by @ZiyueXu77 in #1265
• Cloud launch scripts for both client and server by @IsaacYangSLA in #1259
• Script to launch dashboard on cloud by @IsaacYangSLA in #1269
• Add notebook with FLARE API and migration docs, minor improvements by @nvkevlu in #1257
• CIFAR-10: make local number GPUs configurable by @holgerroth in #1268
• Update cifar10 real world instructions by @holgerroth in #1275
• Update diagram on overview [skip ci] by @nvkevlu in #1281
• Add missing init.py by @YuanTingHsieh in #1284
• Allow metrics aggregation by @holgerroth in #1294
• Create pull_request_template.md [skip ci] by @YuanTingHsieh in https://github....

2.3.1

What's Changed

• Cherry Pick add links to new nlp example for 2.3 branch [skip ci] by @nvkevlu in #1674
• Update overview in documentation for 2.3 branch [skip ci] by @nvkevlu in #1680
• Fix docs 2.3 [skip ci] by @nvkevlu in #1684
• Fix 2.3 integration tests by @YuanTingHsieh in #1729
• Update job path in getting started guide docs for 2.3 [skip ci] by @nvkevlu in #1732
• [2.3] Add sleep time before admin api create/auto-login by @YuanTingHsieh in #1736
• remove github workflow branch restriction [skip ci] by @YuanTingHsieh in #1748
• Replace base exception with exception (2.3) by @YuanTingHsieh in #1757
• [2.3] Remove dead link [skip ci] by @YuanTingHsieh in #1787
• [2.3] Include exception type by @YuanTingHsieh in #1789
• [2.3] Add exception type name in tests' error messages by @YuanTingHsieh in #1809
• [2.3] Fix HIGGS links by @YuanTingHsieh in #1813
• Upgrade flask to 2.2.5 to address CVE-2023-30861. by @IsaacYangSLA in #1818
• Add missing cert chain verification on submitted job signatures by @IsaacYangSLA in #1820
• Protect learner against unsafe jobs (#1705) by @YuanTingHsieh in #1822
• Merged custom driver to branch 2.3 by @nvidianz in #1827

Full Changelog: 2.3.0...2.3.1

NVFlare 2.3.0 Release

What's new

What's Changed

• Add list of publication and talks [skip ci] by @holgerroth in #1089
• fix paper order [skip ci] by @holgerroth in #1093
• Fix docstring description [skip ci] by @YuanTingHsieh in #1071
• Clean up xgboost rst file and move to doc directory [skip ci] by @YuanTingHsieh in #1088
• Fixed the abort_job HA failed to remove snapshot issue. by @yhwen in #1091
• fix date and order [skip ci] by @holgerroth in #1098
• rename check_result to is_resource_enough by @YuanTingHsieh in #1096
• Fix example code format [skip ci] by @YuanTingHsieh in #1094
• Update ci remove snapshot by @YuanTingHsieh in #1101
• add Chinese blogs/talks [skip ci] by @holgerroth in #1100
• Move s3_storage [skip ci] by @YuanTingHsieh in #1095
• Upgrade for Python 3.10. by @yhwen in #1102
• add nvflare paper to citation file [skip ci] by @holgerroth in #1107
• Added field names to auth error by @nvidianz in #1099
• Update build and package steps by @YuanTingHsieh in #1104
• Add ResponseProcessors with example for client-side model init by @holgerroth in #1105
• Add ModelLearnable decomposers by @YuanTingHsieh in #1111
• update model selector by @holgerroth in #1116
• add links and improve introductions of some features for better flow [skip ci] by @nvkevlu in #1120
• Update requirements-dev.txt by @YuanTingHsieh in #1112
• Add feature request issue template [skip ci] by @YuanTingHsieh in #1127
• fix controller racing condition by @holgerroth in #1124
• make aggregation helper thread safe by @holgerroth in #1123
• Add question issue template [skip ci] by @YuanTingHsieh in #1126
• FOBS redesign with enum and data class support by @nvidianz in #1103
• clean up docs for authorization related to 2.2.1 updates [skip ci] by @nvkevlu in #1140
• update status returned when calling logout by @nvkevlu in #1141
• enhanced class_utils. by @yhwen in #1144
• Added warnings for vulnerable OpenSSL versions by @nvidianz in #1142
• Create quickstart page for outside links, fix provisioning section [skip ci] by @nvkevlu in #1145
• Dead clients handle by @yhwen in #1136
• Revert "Added warnings for vulnerable OpenSSL versions" by @nvidianz in #1157
• Enable header scan and fix unit tests by @YuanTingHsieh in #1137
• update cifar-10 sim example to use run script [skip ci] by @holgerroth in #1158
• Fixed a race condition and client privacy.json issue. by @yhwen in #1164
• Signing jobs by @IsaacYangSLA in #1152
• Enable the single gpu option for simulator run by @yhwen in #1162
• Set each container in docker compose with its friendly name by @IsaacYangSLA in #1167
• Add .env file to support variables in compose.yaml by @IsaacYangSLA in #1166
• Fix signing jobs in POC by @IsaacYangSLA in #1169
• Fix unit test filename pattern [skip ci] by @holgerroth in #1173
• add example unit tests by @chesterxgchen in #1170
• restore the changes to fix the bug introduced. by @chesterxgchen in #1175
• Simulartor hang oom by @yhwen in #1159
• Add missing poc_key in api.py by @YuanTingHsieh in #1183
• Scheduler enhancement by @yhwen in #1184
• update the simulator docs [skip ci] by @yhwen in #1186
• Improve XGBoost examples by @Jeffwan in #1181
• Fix type error in FedXGBHistogramExecutor by @Jeffwan in #1179
• Stats refactoring by @chesterxgchen in #1191
• Auto-registering decomposers for Enum by @nvidianz in #1192
• fix simulator missing client heartbeat call. by @yhwen in #1195
• add decorator to measure time for each method call by @chesterxgchen in #1198
• Add BroadcastAndWait Component by @chesterxgchen in #1199
• increase python version support to 3.10 [skip ci] by @chesterxgchen in #1203
• add CommonExecutor and ClientExecutor by @chesterxgchen in #1202
• MLFlowReceiver by @chesterxgchen in #1204
• add missing dependencies [skip ci] by @holgerroth in #1209
• Allow easier import of SimulatorRunner by @holgerroth in #1208
• fix broken link to operation guide [skip ci] by @holgerroth in #1218
• Backend and schema updated by @IsaacYangSLA in #1215
• 1214 svt_privacy adds an option for random.choice replacement by @wyli in #1224
• PSI initial PR by @chesterxgchen in #1207
• add flare_api initial changes by @nvkevlu in #1161
• PSI upgrade to openmined.psi = 1.1.0 by @chesterxgchen in #1226
• update missed requirement [skip ci] by @chesterxgchen in #1227
• Clean up controller logic by @YuanTingHsieh in #1228
• Add quantifying-data-leakage folder [skip ci] by @holgerroth in #1230
• Update monai example [skip ci] by @holgerroth in #1229
• PSI Update example [skip ci] by @chesterxgchen in #1231
• Fix preflight_check issue and add unit tests and integration tests by @YuanTingHsieh in #1234
• update psi readme [skip ci] by @holgerroth in #1235
• Update monai examples again [skip ci] by @holgerroth in #1237
• Only terminate the local session in the worker_process, not logout th… by @yhwen in #1236
• PSI Bug fix [skip ci] by @chesterxgchen in #1238
• Fix integration tests by @YuanTingHsieh in #1239
• remove key check in task get_prop method by @YuanTingHsieh in #1242
• Fix tb streaming by @YuanTingHsieh in #1241
• Update black/isort/flake8 and fix code style [skip ci] by @YuanTingHsieh in #1243
• Research: Quantifying Data Leakage in Federated Learning [skip ci] by @holgerroth in #1244
• Add notebook with FLARE API to example [skip ci] by @nvkevlu in #1232
• Revert flake8 and isort version by @YuanTingHsieh in #1250
• Revert "Backend and schema updated (#1215)" by @IsaacYangSLA in #1251
• Fix missing information in fed_admin.json by @IsaacYangSLA in #1253
• Drop python 3.7 support by @YuanTingHsieh in #1246
• Add kmeans clustering example based on scikit-learn by @ZiyueXu77 in #1163
• Fix joblib_model_param_persistor by @ZiyueXu77 in #1265
• Cloud launch scripts for both client and server by @IsaacYangSLA in #1259
• Script to launch dashboard on cloud by @IsaacYangSLA in #1269
• Add notebook with FLARE API and migration docs, minor improvements by @nvkevlu in #1257
• CIFAR-10: make local number GPUs configurable by @holgerroth in #1268
• Update cifar10 real world instructions by @holgerroth in #1275
• Update diagram on overview [skip ci] by @nvkevlu in #1281
• Add missing init.py by @YuanTingHsieh in #1284
• Allow metrics aggregation by @holgerroth in #1294
• Cr...

2.2.5

What's Changed

• Fix requirements based on setup.py by @YuanTingHsieh in #1263
• Imporve type error in FedXGBHistogramExecutor (#1179) by @YuanTingHsieh in #1261
• Fix two bugs for preflight check by @YuanTingHsieh in #1267

Full Changelog: 2.2.4...2.2.5

2.2.4

What's Changed

• fix simulator missing client heartbeat call. by @yhwen in #1196

Full Changelog: 2.2.3...2.2.4