> For the complete documentation index, see [llms.txt](https://doc.verteego.com/verteego-doc/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://doc.verteego.com/verteego-doc/developers/change-logs.md).

# Change logs

### 2024-01-22[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Backend] fix bad optimization pipeline launch for variable keys [MR(687)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/687)

### 2024-01-18[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Backend] Raise a warning when the turnover is not a float [MR(686)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/686)
* \[Backend] Use aws in preprod2 [MR(685)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/685)
* \[Backend] Use aws in preprod [MR(684)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/684)
* \[Backend] fix check\_health dataset doesnt have started\_at [MR(683)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/683)
* \[Backend] remove node selector vmsize [MR(682)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/682)
* \[Backend] Some fixe to improve backend stability [MR(678)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/678)
* \[Backend] Small bugfix dupe cols [MR(681)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/681)
* \[Backend] fix for pipeline run log messages [MR(680)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/680)
* \[Backend] Convert number to float [MR(679)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/679)
* \[Backend] add new cp sat parameters [MR(675)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/675)
* \[Backend] Fix monitor resource used for too fast oom killed job [MR(677)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/677)
* \[Backend] Export turnover [MR(676)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/676)
* \[Backend] Pipeline Run was not set to failed if step failed by Global Except [MR(674)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/674)
* \[Backend] Fix stop job when stopping pipeline run [MR(673)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/673)
* \[Backend] Update default cluster to go to aws [MR(672)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/672)
* \[Backend] add aws cluster [MR(665)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/665)
* \[Backend] fix check\_health [MR(671)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/671)
* \[Backend] Adoria cast date [MR(669)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/669)
* \[Backend] AD export has no params [MR(668)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/668)
* \[Backend] Exports do not have a name parameter [MR(667)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/667)
* \[Backend] Add AD exporter [MR(659)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/659)
* \[Backend] fix dataset stuck because of oom [MR(666)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/666)
* \[Backend] fix step error when relaunching k8s job [MR(664)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/664)
* \[Backend] Handle empty tab\_name properly [MR(663)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/663)
* \[Backend] Manage OOMKilled JOB [MR(662)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/662)
* \[Backend] Add dataset to ram monitoring [MR(658)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/658)
* \[Backend] Get rid of experiment [MR(652)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/652)
* \[Backend] add exception handling to not bloc backend if exception is raised [MR(655)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/655)
* \[Backend] Fix check job : pipeline\_run not in Dataset [MR(654)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/654)
* \[Backend] Fix job name [MR(653)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/653)
* \[Backend] Refacto Check / Launch Job [MR(650)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/650)
* \[Engine] upgrade or tools to 9.8 [MR(1564)](https://gitlab.com/verteego/brain/train/-/merge_requests/1564)
* \[Engine] Upgrade to ORTools 9.8 [MR(1563)](https://gitlab.com/verteego/brain/train/-/merge_requests/1563)
* \[Engine] tiny bugfix argparse [MR(1562)](https://gitlab.com/verteego/brain/train/-/merge_requests/1562)
* \[Engine] throw error when finding decimal in cp-sat-solved system, add new params [MR(1559)](https://gitlab.com/verteego/brain/train/-/merge_requests/1559)
* \[Engine] cp sat tweaks to work with int variables [MR(1560)](https://gitlab.com/verteego/brain/train/-/merge_requests/1560)
* \[Engine] Convert float into integer when required [MR(1558)](https://gitlab.com/verteego/brain/train/-/merge_requests/1558)
* \[Engine] Load variable col if present [MR(1557)](https://gitlab.com/verteego/brain/train/-/merge_requests/1557)
* \[Engine] Mock name function [MR(1555)](https://gitlab.com/verteego/brain/train/-/merge_requests/1555)
* \[Engine] fix to properly download files in optimisation constraints [MR(1556)](https://gitlab.com/verteego/brain/train/-/merge_requests/1556)
* \[Engine] Allow to choose right backend depending on type [MR(1554)](https://gitlab.com/verteego/brain/train/-/merge_requests/1554)
* \[Engine] Add multiplicative constraint [MR(1553)](https://gitlab.com/verteego/brain/train/-/merge_requests/1553)
* \[Engine] Enable shapley for tree algorithms [MR(1546)](https://gitlab.com/verteego/brain/train/-/merge_requests/1546)
* \[Engine] Multiplicative add constraint [MR(1551)](https://gitlab.com/verteego/brain/train/-/merge_requests/1551)
* \[Engine] First test for aggregate\_val\_by\_key [MR(1536)](https://gitlab.com/verteego/brain/train/-/merge_requests/1536)
* \[Engine] Add support for boolean [MR(1550)](https://gitlab.com/verteego/brain/train/-/merge_requests/1550)
* \[Engine] more info on solver output dtf, and also export into csv if requested [MR(1545)](https://gitlab.com/verteego/brain/train/-/merge_requests/1545)
* \[Engine] Add CP-SAT solver [MR(1548)](https://gitlab.com/verteego/brain/train/-/merge_requests/1548)
* \[Engine] Replace experiment by pipeline [MR(1549)](https://gitlab.com/verteego/brain/train/-/merge_requests/1549)
* \[Front] feat: allow dataset download with dataset row action menu [MR(1163)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1163)
* \[Front] fix: app run history on refresh keep his state [MR(1164)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1164)
* \[Front] refacto: profile views [MR(1158)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1158)
* \[Front] fix: pipeline step log is accessible only by verteego admin [MR(1161)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1161)
* \[Front] Feat/project deletion [MR(1160)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1160)
* \[Front] fix: No data overview message, wordings [MR(1159)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1159)
* \[Front] fix: store project after loading [MR(1157)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1157)
* \[Front] Refacto/projects view [MR(1156)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1156)
* \[Front] Fix/created by on datasource creation [MR(1151)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1151)
* \[Front] fix: dataset action menu separator, optimization unfeasibility empty message, no app run interface [MR(1155)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1155)
* \[Front] Refacto/projects first step [MR(1153)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1153)
* \[Front] Refacto/api and axios methods [MR(1154)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1154)
* \[Front] fix: shapley and features values are available only on prediction dataset [MR(1152)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1152)
* \[Front] feat: add tab name on gdrive dataset creation [MR(1150)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1150)
* \[Front] Feat/notifications view [MR(1148)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1148)
* \[Front] fix: configuration display [MR(1147)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1147)
* \[Front] fix: badge fail step calculation [MR(1146)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1146)
* \[Front] fix: rename test dataset to predict dataset [MR(1144)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1144)
* \[Front] fix: allow business expert to consult resources [MR(1143)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1143)
* \[Api] Revert “Merge branch ‘revert-7086acf7’ into ‘master’” [MR(933)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/933)
* \[Api] Revert “Merge branch ‘allow-mixed-variable-types-in-opt’ into ‘master’” [MR(932)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/932)
* \[Api] allow mixed variable types in optimizations, and new cp sat params [MR(931)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/931)
* \[Api] feat: project suppression only available to verteego admin [MR(929)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/929)
* \[Api] fix so that step configuration files contain file names rather than IDs [MR(928)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/928)
* \[Api] Keep format [MR(926)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/926)
* \[Api] Update vtg config [MR(925)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/925)
* \[Api] Allow AD for export [MR(922)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/922)
* \[Api] feat: add specific get event route [MR(924)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/924)
* \[Api] feat: add tab\_name on gdrive dataset creation payload [MR(923)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/923)
* \[Api] update README and local scripts for tests [MR(916)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/916)
* \[Api] Support boolean in optimization [MR(921)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/921)
* \[Api] Fix: remove check on object self name on PATCH api call [MR(918)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/918)
* \[Api] Test now that the env var has been declared [MR(917)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/917)

### 2023-12-04[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Backend] fix scheduler errors [MR(651)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/651)
* \[Backend] fix optimization monitoring [MR(649)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/649)
* \[Backend] Improve job and pod management [MR(647)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/647)
* \[Backend] python module ‘kubernetes.client’ has no attribute ‘BatchV1beta1Api’ [MR(645)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/645)
* \[Backend] change memory request dev [MR(644)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/644)
* \[Backend] add alembic script to create FTP Datatype [MR(640)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/640)
* \[Backend] Launch rosetta job with right parameters [MR(642)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/642)
* \[Backend] FTP path was not forwarded [MR(643)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/643)
* \[Backend] Set parameters for AD dataset job [MR(620)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/620)
* \[Backend] Fix error handling bad dataset in config [MR(639)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/639)
* \[Backend] fix iteration with generator [MR(627)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/627)
* \[Backend] add ftp connector [MR(630)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/630)
* \[Backend] fix smtp relay [MR(636)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/636)
* \[Api] Name export to bq using gsheet file\_id [MR(915)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/915)
* \[Api] Reload previous dataset into GSheet [MR(914)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/914)
* \[Api] Add route to sync GDrive datasets to BQ internal storeage [MR(913)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/913)
* \[Api] fix bad dataset error handling for opts, add tests [MR(910)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/910)
* \[Api] filename -> path [MR(912)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/912)
* \[Api] Support FTP datasource [MR(911)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/911)
* \[Api] cherry pick good commits to change AD IMPORTER [MR(906)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/906)
* \[Api] Feat/results for dataset [MR(901)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/901)
* \[Engine] save optimization input files under X/Y/predictions/input [MR(1544)](https://gitlab.com/verteego/brain/train/-/merge_requests/1544)
* \[Engine] Handle duplicated cols due to shapley [MR(1537)](https://gitlab.com/verteego/brain/train/-/merge_requests/1537)
* \[Engine] removing csv from logic in counting nb rows in preprocessing/postprocessing [MR(1542)](https://gitlab.com/verteego/brain/train/-/merge_requests/1542)
* \[Engine] Preprod [MR(1541)](https://gitlab.com/verteego/brain/train/-/merge_requests/1541)
* \[Engine] Fully load data to ensure right type inference for big dataset. [MR(1539)](https://gitlab.com/verteego/brain/train/-/merge_requests/1539)
* \[Front] fix: dataset overview in dataset view [MR(1141)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1141)
* \[Front] fix: modal z-index higher than menu and loader [MR(1140)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1140)
* \[Front] Feat/googlesheet integration [MR(1133)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1133)
* \[Front] Fix/bugherd ticket 1 [MR(1135)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1135)
* \[Front] feat: export with features and shapley value [MR(1134)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1134)

### 2023-11-15[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] Preprod [MR(1541)](https://gitlab.com/verteego/brain/train/-/merge_requests/1541)
* \[Engine] Fix solo score on dataset failing [MR(1540)](https://gitlab.com/verteego/brain/train/-/merge_requests/1540)
* \[Engine] Replace nullable int with int, or float if there are null values. [MR(1535)](https://gitlab.com/verteego/brain/train/-/merge_requests/1535)
* \[Engine] Back port modif from prod [MR(1534)](https://gitlab.com/verteego/brain/train/-/merge_requests/1534)
* \[Engine] refactored various csv/parquet loading into one method [MR(1529)](https://gitlab.com/verteego/brain/train/-/merge_requests/1529)
* \[Engine] Get from dataset error message when a required column is missing [MR(1533)](https://gitlab.com/verteego/brain/train/-/merge_requests/1533)
* \[Engine] fix build requirement for prod and preprod [MR(1532)](https://gitlab.com/verteego/brain/train/-/merge_requests/1532)
* \[Engine] Fix pca [MR(1528)](https://gitlab.com/verteego/brain/train/-/merge_requests/1528)
* \[Engine] adding new bank holidays countdown calculator [MR(1527)](https://gitlab.com/verteego/brain/train/-/merge_requests/1527)
* \[Engine] add more validation of join\_options in get\_from\_dataset [MR(1520)](https://gitlab.com/verteego/brain/train/-/merge_requests/1520)
* \[Engine] remove postprocessing from arguments of optimization launch [MR(1523)](https://gitlab.com/verteego/brain/train/-/merge_requests/1523)
* \[Engine] Revert “Merge branch ‘hotfix-casting-of-pyarrow-string-not-working’ into ‘master’” [MR(1516)](https://gitlab.com/verteego/brain/train/-/merge_requests/1516)
* \[Engine] memory optimization for complex get\_from\_dataset [MR(1514)](https://gitlab.com/verteego/brain/train/-/merge_requests/1514)
* \[Engine] Fix aggregation nonsense check [MR(1511)](https://gitlab.com/verteego/brain/train/-/merge_requests/1511)
* \[Engine] Hotfix casting of pyarrow string not working [MR(1513)](https://gitlab.com/verteego/brain/train/-/merge_requests/1513)
* \[Engine] add-ensure\_type\_retro\_compatibility-in-scorer [MR(1509)](https://gitlab.com/verteego/brain/train/-/merge_requests/1509)
* \[Front] Fix/app modal and history panel [MR(1128)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1128)
* \[Front] Refacto/layout structure and style [MR(1124)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1124)
* \[Front] Fix/parquet upload sanitize blob [MR(1126)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1126)
* \[Front] fix: extension “parquet” is sent with payload [MR(1125)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1125)
* \[Front] fix: UI component alignement isn’t broke anymore [MR(1123)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1123)
* \[Front] chore: update cumulio vue component package to luzmo vue component package [MR(1121)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1121)
* \[Front] fix: dropdown not working over other links [MR(1112)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1112)
* \[Front] Merge branch ‘prod’ into ‘preprod’ [MR(1119)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1119)
* \[Front] Revert “Merge branch ‘fix/preprod-missing-export-button-due-rename’ into ‘preprod’” [MR(1113)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1113)
* \[Front] Preprod [MR(1109)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1109)
* \[Front] feat: Allow parquet file type for datasets upload [MR(1101)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1101)
* \[Front] Preprod [MR(1107)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1107)
* \[Front] chore: add script for local api [MR(1104)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1104)
* \[Front] Fix/view hot reload [MR(1100)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1100)
* \[Api] cherry pick good commits to change AD IMPORTER [MR(906)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/906)
* \[Api] UnboundLocalError: cannot access local variable ‘unverified\_header’ where it… [MR(907)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/907)
* \[Api] endpoint and method not cover by fga [MR(908)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/908)
* \[Api] Feat/results for dataset [MR(901)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/901)
* \[Api] allow upload of parquet dataset [MR(903)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/903)
* \[Api] Finalize post dataset refacto [MR(896)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/896)
* \[Api] Fix api test jsonschema requirement [MR(897)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/897)
* \[Api] Preprod [MR(894)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/894)
* \[Backend] Use duration instead of date\_from [MR(637)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/637)
* \[Backend] Handle timestamp and convert them to datetime. [MR(634)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/634)
* \[Backend] Parquet is used everywhere now [MR(633)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/633)
* \[Backend] Add project\_id to dataset alembic migration [MR(632)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/632)
* \[Backend] Fix report pyarrow types [MR(629)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/629)
* \[Backend] fix dataset report so that not all columns are type “string” [MR(628)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/628)
* \[Backend] fix: rename app run parameter [MR(623)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/623)
* \[Backend] Factorize code (and fix bug) [MR(622)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/622)
* \[Backend] Fix configuration versionning when launching optimization [MR(617)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/617)
* \[Backend] Support parquet file as well [MR(619)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/619)
* \[Backend] Support parquet files as well when exporting [MR(618)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/618)
* \[Backend] remove postprocessing from arguments of optimization launch [MR(621)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/621)
* \[Backend] Support export of csv files [MR(616)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/616)

### 2023-10-18[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] Fix wrong type infering of default get from dataset rebased [MR(1524)](https://gitlab.com/verteego/brain/train/-/merge_requests/1524)
* \[Engine] Remove right on in get\_from\_dataset calculator [MR(1508)](https://gitlab.com/verteego/brain/train/-/merge_requests/1508)
* \[Engine] Fix optim output as parquet [MR(1507)](https://gitlab.com/verteego/brain/train/-/merge_requests/1507)
* \[Engine] Store optimization output as a parquet file [MR(1504)](https://gitlab.com/verteego/brain/train/-/merge_requests/1504)
* \[Engine] Export postprocessor output as parquet [MR(1505)](https://gitlab.com/verteego/brain/train/-/merge_requests/1505)
* \[Engine] Adapt evaluated column at postprocessing [MR(1482)](https://gitlab.com/verteego/brain/train/-/merge_requests/1482)
* \[Engine] Store prediction files as parquet [MR(1503)](https://gitlab.com/verteego/brain/train/-/merge_requests/1503)
* \[Engine] Clean error for cv coherency [MR(1490)](https://gitlab.com/verteego/brain/train/-/merge_requests/1490)
* \[Api] add a new test: test\_post\_upload\_dataset [MR(893)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/893)
* \[Api] Preprod [MR(894)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/894)
* \[Api] Fix/support old dataset path config [MR(892)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/892)
* \[Api] refactoring for post method from PipelineDatasRoute [MR(857)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/857)
* \[Api] More test for dataset creation [MR(888)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/888)
* \[Api] Reset password [MR(887)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/887)
* \[Api] Fix/app run patch [MR(886)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/886)
* \[Api] fix: config filename not properly replaced [MR(880)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/880)
* \[Api] Feat: dashboard auth [MR(852)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/852)
* \[Api] Fix optimization step launch and optimization pipeline launch [MR(882)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/882)
* \[Api] remove dataset step parameter [MR(878)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/878)
* \[Api] Fix optimizations by pipeline run [MR(877)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/877)
* \[Api] remove clone pipeline [MR(876)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/876)
* \[Api] now validate that the notification content is within a predefined list [MR(875)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/875)
* \[Api] remove all recipe [MR(874)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/874)
* \[Api] create bigquery external table if not exist split function [MR(873)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/873)
* \[Backend] fix standalone optimization launch [MR(612)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/612)
* \[Backend] fix notification dev [MR(611)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/611)
* \[Backend] export-postprocess-file-step-as-parquet [MR(608)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/608)
* \[Backend] now download CSV /zip input files as parquet in internal storage [MR(607)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/607)
* \[Backend] export step file as parquet [MR(605)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/605)
* \[Backend] add scheduler script to adoria connector [MR(598)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/598)
* \[Backend] allow empty pipeline\_id for notification\_check [MR(602)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/602)
* \[Backend] remove dataset step parameter [MR(601)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/601)
* \[Backend] remove clone pipeline [MR(600)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/600)
* \[Backend] Fix notification at the step level, and adapt to latest renames [MR(599)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/599)
* \[Backend] remove old recipe [MR(597)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/597)
* \[Front] fix: no records displaying while loading app run resources [MR(1110)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1110)
* \[Front] Preprod [MR(1109)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1109)
* \[Front] Fix/post gs datasource [MR(1108)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1108)
* \[Front] Preprod [MR(1107)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1107)
* \[Front] Fix/finalizing status [MR(1106)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1106)
* \[Front] Fix/refetch app run after create [MR(1105)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1105)
* \[Front] fix: missing export button due to rename [MR(1102)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1102)
* \[Front] fix: allow old apps to see export panel [MR(1103)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1103)
* \[Front] Feat/password renewal [MR(1098)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1098)
* \[Front] Fix/fine tuning right menu [MR(1099)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1099)
* \[Front] refacto: use ActionType as enum [MR(1097)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1097)
* \[Front] fix titles for right-panel [MR(1092)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1092)
* \[Front] Fix/fine tune right menu [MR(1096)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1096)
* \[Front] fix payload with prediction id [MR(1094)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1094)
* \[Front] chore: add .nvmrc file [MR(1095)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1095)
* \[Front] Merge/prod into master [MR(1091)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1091)
* \[Front] chore: add vtg-prefix for true value column [MR(1078)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1078)
* \[Front] Fix: add placeholder message instead of infinite spinner when there is no app run yet [MR(1089)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1089)
* \[Front] Feat: app runs history from app run page [MR(1048)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1048)

### 2023-09-27[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Front] feat: filter datasources without default from api [MR(1085)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1085)
* \[Front] fetch authorized dashboards [MR(1067)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1067)
* \[Front] fix: dataset upload not showing parameters [MR(1083)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1083)
* \[Front] fix: upload without data [MR(1084)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1084)
* \[Front] feat: add hidden exports page [MR(1080)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1080)
* \[Front] Feat: rename default datasource to ‘Upload file’ [MR(1081)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1081)
* \[Front] feat: display mode in dataset parameters, factorize function that allow to… [MR(1079)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1079)
* \[Front] fix responsive issue for small screens on the header [MR(1082)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1082)
* \[Front] fix: filter steps on pipeline run id [MR(1077)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1077)
* \[Front] Feat/add psql mysql options [MR(1076)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1076)
* \[Front] feat: add to snowflake datasource stage & export bucket options [MR(1075)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1075)
* \[Front] fix: hpt values disappearing [MR(1072)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1072)
* \[Front] Feat: snowflake connector [MR(1073)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1073)
* \[Front] Feat: download features or shapley values options [MR(1069)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1069)
* \[Front] Merge Preprod into Master [MR(1071)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1071)
* \[Front] Merge prod into preprod [MR(1070)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1070)
* \[Front] fix: duration calculation using more adequate property [MR(1065)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1065)
* \[Front] fix: steps content for notifications [MR(1064)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1064)
* \[Front] merge preprod into master [MR(1063)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1063)
* \[Front] merge prod into preprod [MR(1062)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1062)
* \[Front] Small Uloc project id cleanup [MR(1059)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1059)
* \[Front] fix: rename file param [MR(1058)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1058)
* \[Front] Merge preprod into master [MR(1057)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1057)
* \[Api] Add test on db to api [MR(856)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/856)
* \[Api] Update Auth0 sdk to v4 [MR(722)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/722)
* \[Api] feat: filter datasources without default [MR(871)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/871)
* \[Api] chore: change config sha for get-from-dataset dataset suggestion [MR(868)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/868)
* \[Api] Chore/allow parallelizer for fga apps check [MR(870)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/870)
* \[Api] add Adoria case in PipelineDataset route [MR(859)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/859)
* \[Api] Stop versioning dataset path and extension [MR(867)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/867)
* \[Api] feat: add pagination to exports, fix name of export\_type [MR(869)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/869)
* \[Api] change pipeline\_id into pipeline\_run\_id for steps routes [MR(864)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/864)
* \[Api] fix: rename experiment on columns\_schema route [MR(866)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/866)
* \[Api] fix: get boolean for use\_ssh\_tunnel variable [MR(865)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/865)
* \[Api] feat: get args as boolean [MR(863)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/863)
* \[Api] Feat/get last app run if id not set [MR(846)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/846)
* \[Api] Feat/get app run page [MR(851)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/851)
* \[Api] Upgrade vbrain config for recipes [MR(862)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/862)
* \[Api] feat: add optional app\_run for pipeline step export [MR(848)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/848)
* \[Api] Migrate to python 3 11 [MR(860)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/860)
* \[Api] Revert “Merge branch ‘migrate-to-python-above-3-10’ into ‘master’” [MR(858)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/858)
* \[Api] Migrate to python above 3 10 [MR(854)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/854)
* \[Api] Fix error when posting solo score or training [MR(855)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/855)
* \[Api] create bigtable from gcs [MR(850)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/850)
* \[Api] revert removing of /result [MR(849)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/849)
* \[Api] change export as dataset from bq to gcs [MR(844)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/844)
* \[Api] chore: add type hint for exportable models [MR(845)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/845)
* \[Api] add AdoriaAPI in create\_db [MR(847)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/847)
* \[Api] remove /results routes [MR(837)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/837)
* \[Api] merge preprod into master [MR(840)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/840)
* \[Api] Merge prod into preprod [MR(839)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/839)
* \[Api] Fix launching of solo task 2 [MR(836)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/836)
* \[Api] update webhook, synapp -> project [MR(833)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/833)
* \[Api] feat: add pagination to notifications [MR(831)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/831)
* \[Api] fix: rename file param [MR(818)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/818)
* \[Api] fix rename for pipeline [MR(832)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/832)
* \[Engine] Load parquet file. If not possible, try csv. [MR(1501)](https://gitlab.com/verteego/brain/train/-/merge_requests/1501)
* \[Engine] This is not an error, but an info. Test set are not required. [MR(1500)](https://gitlab.com/verteego/brain/train/-/merge_requests/1500)
* \[Engine] Stop using csv files in preprocessing [MR(1499)](https://gitlab.com/verteego/brain/train/-/merge_requests/1499)
* \[Engine] Stop using csv files in preprocessing [MR(1498)](https://gitlab.com/verteego/brain/train/-/merge_requests/1498)
* \[Engine] Change date type [MR(1497)](https://gitlab.com/verteego/brain/train/-/merge_requests/1497)
* \[Engine] Factor code for type retro compatibility [MR(1495)](https://gitlab.com/verteego/brain/train/-/merge_requests/1495)
* \[Engine] Allow np type for int and float [MR(1496)](https://gitlab.com/verteego/brain/train/-/merge_requests/1496)
* \[Engine] Complex filtering doesn’t work with pyarrow (not yet implemented) [MR(1494)](https://gitlab.com/verteego/brain/train/-/merge_requests/1494)
* \[Engine] Handle date [MR(1493)](https://gitlab.com/verteego/brain/train/-/merge_requests/1493)
* \[Engine] Check consistency between default values and dtf type [MR(1492)](https://gitlab.com/verteego/brain/train/-/merge_requests/1492)
* \[Engine] Parquet for scoring [MR(1489)](https://gitlab.com/verteego/brain/train/-/merge_requests/1489)
* \[Engine] Support parquet when predicting [MR(1488)](https://gitlab.com/verteego/brain/train/-/merge_requests/1488)
* \[Engine] Retrieve parquet file if any [MR(1487)](https://gitlab.com/verteego/brain/train/-/merge_requests/1487)
* \[Engine] Fix wrong types when reading parquet file in calculator [MR(1486)](https://gitlab.com/verteego/brain/train/-/merge_requests/1486)
* \[Engine] add round operation to unary\_operation [MR(1485)](https://gitlab.com/verteego/brain/train/-/merge_requests/1485)
* \[Engine] Stop versioning dataset path and extension [MR(1483)](https://gitlab.com/verteego/brain/train/-/merge_requests/1483)
* \[Engine] remove upload to bq [MR(1484)](https://gitlab.com/verteego/brain/train/-/merge_requests/1484)
* \[Engine] Fix Monoprix prediction file that is an invalid CSV [MR(1474)](https://gitlab.com/verteego/brain/train/-/merge_requests/1474)
* \[Engine] update debug scripts to work with new api and with config stored in db [MR(1481)](https://gitlab.com/verteego/brain/train/-/merge_requests/1481)
* \[Engine] Upgrade vbrain config for recipes [MR(1480)](https://gitlab.com/verteego/brain/train/-/merge_requests/1480)
* \[Engine] Allow zero duration [MR(1479)](https://gitlab.com/verteego/brain/train/-/merge_requests/1479)
* \[Engine] Allow to use calculated columns in scores [MR(1478)](https://gitlab.com/verteego/brain/train/-/merge_requests/1478)
* \[Engine] Speed up solver [MR(1468)](https://gitlab.com/verteego/brain/train/-/merge_requests/1468)
* \[Backend] pull pubsub notification [MR(594)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/594)
* \[Backend] use pyarrow as engine when loading csv [MR(595)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/595)
* \[Backend] fix printout of END pipeline\_run [MR(593)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/593)
* \[Backend] Fix config renaming dataset to id for get from dataset [MR(590)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/590)
* \[Backend] send notification to pubsub [MR(589)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/589)
* \[Backend] Add CF to handle notifications [MR(588)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/588)
* \[Backend] fix a ttl for k8s jobs [MR(585)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/585)
* \[Backend] add the AD connector in Rosetta [MR(571)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/571)
* \[Backend] migrate psql importer csv to parquet [MR(581)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/581)
* \[Backend] Migrate mysql importer csv to parquet [MR(580)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/580)
* \[Backend] fix: recipe google drive export by exporting to dataset\_name by default [MR(582)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/582)
* \[Backend] fix bucket name should depend on environment when exporting dataset from pipeline in recipes [MR(578)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/578)
* \[Backend] Allow shapley and preprocessed for predictions dataset in recipe [MR(576)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/576)
* \[Backend] Stop calling train with file names but rather with ids [MR(577)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/577)
* \[Backend] script alembic to create Adoria datasource [MR(575)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/575)
* \[Backend] Hotfix metrics export [MR(574)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/574)
* \[Backend] Fix score export not exporting metrics [MR(572)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/572)
* \[Backend] Store GD files as parquet [MR(568)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/568)
* \[Backend] import parquet file from BQ dataset [MR(565)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/565)
* \[Backend] Remove bq export [MR(566)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/566)
* \[Backend] fix: rename file param [MR(558)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/558)

### 2023-08-02[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Api] Fix missing renaming of dataset id in configurations of prediction and postprocessing [MR(834)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/834)
* \[Api] fix create project role [MR(830)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/830)
* \[Api] feat: add controller for app run scores [MR(828)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/828)
* \[Api] Add warnings to tasks in model [MR(827)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/827)
* \[Api] Fix api app post [MR(826)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/826)
* \[Api] feat: add metrics from gcs files to Scores [MR(825)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/825)
* \[Api] Update models according to backend [MR(824)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/824)
* \[Api] Upgrade vbrain config [MR(823)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/823)
* \[Api] fix: app resources returning systematic error [MR(821)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/821)
* \[Api] fix deploy doc [MR(822)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/822)
* \[Api] fix: rename last mr concepts [MR(817)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/817)
* \[Api] rename db [MR(802)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/802)
* \[Api] feat: make separate controller to get pipeline run resources [MR(809)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/809)
* \[Api] chore: change config version [MR(816)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/816)
* \[Api] fix business\_expert\_launch\_app\_run [MR(810)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/810)
* \[Api] Merge preprod into master [MR(808)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/808)
* \[Api] Merge preprod into master [MR(806)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/806)
* \[Api] Final fix launch score [MR(804)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/804)
* \[Api] Use right name [MR(801)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/801)
* \[Api] Fix api scores on launch [MR(799)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/799)
* \[Api] Feat: new route returning dataset’s columns (scores without reference dataset) [MR(791)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/791)
* \[Api] enable solo score on pred or postproc [MR(790)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/790)
* \[Api] fix: allow keeping the same name during project PATCH [MR(797)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/797)
* \[Api] fix users/current [MR(796)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/796)
* \[Api] fix backup user - add fga backoffice object [MR(792)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/792)
* \[Api] Fix/merge preprod [MR(795)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/795)
* \[Api] rename experiment to pipeline [MR(789)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/789)
* \[Api] feat: new route returning a column names schema [MR(787)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/787)
* \[Api] add deprecated status for PredictionDatasetRoute [MR(759)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/759)
* \[Api] include-calculated-columns & include-shapley parameters [MR(757)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/757)
* \[Api] Adapt score download [MR(771)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/771)
* \[Api] feat: add pagination to notifications [MR(771)](https://gitlab.com/verteego/brain/platform/vbrain-api!831)
* \[Engine] Fix/build requirement image [MR(1471)](https://gitlab.com/verteego/brain/train/-/merge_requests/1471)
* \[Engine] Fix remove duplicates from predictions files [MR(1470)](https://gitlab.com/verteego/brain/train/-/merge_requests/1470)
* \[Engine] Upgrade vbrain config [MR(1466)](https://gitlab.com/verteego/brain/train/-/merge_requests/1466)
* \[Engine] Deal with empty staging file [MR(1458)](https://gitlab.com/verteego/brain/train/-/merge_requests/1458)
* \[Engine] added weights and aggregation to order column [MR(1463)](https://gitlab.com/verteego/brain/train/-/merge_requests/1463)
* \[Engine] Fix requirement CI [MR(1464)](https://gitlab.com/verteego/brain/train/-/merge_requests/1464)
* \[Engine] Chore change config version [MR(1462)](https://gitlab.com/verteego/brain/train/-/merge_requests/1462)
* \[Engine] Now store unique values per categorical feature in model, not csv files [MR(1455)](https://gitlab.com/verteego/brain/train/-/merge_requests/1455)
* \[Engine] \* Pre filter using comon where clauses [MR(1456)](https://gitlab.com/verteego/brain/train/-/merge_requests/1456)
* \[Engine] fix add row number [MR(1453)](https://gitlab.com/verteego/brain/train/-/merge_requests/1453)
* \[Engine] Fix bug not finding files [MR(1452)](https://gitlab.com/verteego/brain/train/-/merge_requests/1452)
* \[Engine] Fix stage [MR(1454)](https://gitlab.com/verteego/brain/train/-/merge_requests/1454)
* \[Engine] Arrow for optim [MR(1414)](https://gitlab.com/verteego/brain/train/-/merge_requests/1414)
* \[Engine] Improve code [MR(1451)](https://gitlab.com/verteego/brain/train/-/merge_requests/1451)
* \[Engine] add a small test case for mathematical expression [MR(1450)](https://gitlab.com/verteego/brain/train/-/merge_requests/1450)
* \[Engine] Uniformize score launching [MR(1446)](https://gitlab.com/verteego/brain/train/-/merge_requests/1446)
* \[Engine] Add file exporter to docker image [MR(1448)](https://gitlab.com/verteego/brain/train/-/merge_requests/1448)
* \[Engine] increase test duration countdown [MR(1447)](https://gitlab.com/verteego/brain/train/-/merge_requests/1447)
* \[Engine] Python 3 11 [MR(1445)](https://gitlab.com/verteego/brain/train/-/merge_requests/1445)
* \[Engine] Feat/create file exporter [MR(1444)](https://gitlab.com/verteego/brain/train/-/merge_requests/1444)
* \[Engine] migration script copying old predictions files with new names [MR(1439)](https://gitlab.com/verteego/brain/train/-/merge_requests/1439)
* \[Engine] Adapt score results upload [MR(1435)](https://gitlab.com/verteego/brain/train/-/merge_requests/1435)
* \[Engine] Add support for where clauses [MR(1443)](https://gitlab.com/verteego/brain/train/-/merge_requests/1443)
* \[Backend] Fix score from app run not launching [MR(564)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/564)
* \[Backend] Missing prediction type for resource to evaluate in recipe scores [MR(563)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/563)
* \[Backend] Fix renaming in steps types [MR(562)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/562)
* \[Backend] script alembic to create the warnings column [MR(557)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/557)
* \[Backend] Enable new task step in recipe [MR(551)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/551)
* \[Backend] script alembic to create the warnings column [MR(561)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/561)
* \[Backend] Use new name [MR(560)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/560)
* \[Backend] Wrong rename [MR(559)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/559)
* \[Backend] Fix /check\_recipe\_runs [MR(556)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/556)
* \[Backend] Fix keyerror on type [MR(554)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/554)
* \[Backend] rename db [MR(550)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/550)
* \[Backend] Fix mising extension [MR(549)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/549)
* \[Backend] Fix launch scores [MR(548)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/548)
* \[Backend] Fix BQ export [MR(547)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/547)
* \[Backend] Skip first line and use it as header [MR(545)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/545)
* \[Backend] use right file name [MR(544)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/544)
* \[Backend] Stop writing metrics in score object [MR(543)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/543)
* \[Backend] Export preprocessed predictions [MR(520)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/520)
* \[Front] feat: add optimization datasets to pipeline run graph [MR(1060)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1060)
* \[Front] Merge preprod into master [MR(1057)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1057)
* \[Front] revert: file rename [MR(1055)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1055)
* \[Front] feat: sort datasources by name for new dataset [MR(1053)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1053)
* \[Front] fix: adjust task color when there are warnings [MR(1054)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1054)
* \[Front] Feat/score to app resources [MR(1052)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1052)
* \[Front] fix: scores with metrics [MR(1050)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1050)
* \[Front] feat: feedback-on-pipeline-run-graph [MR(1051)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1051)
* \[Front] fix: update tests data [MR(1049)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1049)
* \[Front] fix: rename secondary menu [MR(1047)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1047)
* \[Front] Revert “fix: patch file param as Uppercase” [MR(1045)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1045)
* \[Front] fix: link to app pipeline resource [MR(1046)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1046)
* \[Front] refacto: rename objects according to DB changes [MR(1043)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1043)
* \[Front] Feat: improve pipeline run screen [MR(1041)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1041)
* \[Front] Preprod [MR(1042)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1042)
* \[Front] Merge branch ‘fix/old-apps-params’ into ‘preprod’ [MR(1039)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1039)
* \[Front] Merge preprod into master [MR(1037)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1037)
* \[Front] feat: use a directive for dev features [MR(1034)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1034)
* \[Front] fix: allow using score api on postprocessing or prediction [MR(1033)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1033)
* \[Front] remove old dataset parameter [MR(1032)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1032)
* \[Front] Feat:scores without reference dataset if \[column\_to\_predict]\_true provided in evaluated dataset [MR(1026)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1026)
* \[Front] Feat/edit train image [MR(1031)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1031)
* \[Front] feat: show train image [MR(1030)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1030)
* \[Front] feat: add dataset to optimization screen [MR(1029)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1029)
* \[Front] Merge Preprod into master [MR(1028)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1028)
* \[Front] feat: allow enabling suggestion for column names [MR(1025)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1025)

### 2023-07-17[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Backend] Integrate timestamp in pipeline\_run steps name [MR(538)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/538)
* \[Backend] Preprod [MR(536)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/536)
* \[Backend] Forward project / pipeline / dataset id [MR(530)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/530)
* \[Backend] stop verbose printout in vbrain-tests [MR(533)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/533)
* \[Backend] Oups. I forgot to use the parameter returned by the function. [MR(532)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/532)
* \[Backend] Revert \_\_repr\_\_ [MR(525)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/525)
* \[Backend] Fix stuck backend when no pipeline for a step [MR(527)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/527)
* \[Backend] Remove old score and fix new ones [MR(524)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/524)
* \[Backend] now return step name, rather than number, to identify error [MR(523)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/523)
* \[Backend] Fix bq export [MR(522)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/522)
* \[Api] fix create project [MR(812)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/812)
* \[Api] Fix create project [MR(811)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/811)
* \[Api] Fix/datasets paginated queries [MR(807)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/807)
* \[Api] Preprod [MR(805)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/805)
* \[Api] Fix: performance pipeline runs [MR(803)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/803)
* \[Api] Fix/merge preprod [MR(795)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/795)
* \[Api] Preprod [MR(794)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/794)
* \[Api] fix: config reorder [MR(793)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/793)
* \[Api] fix: make use of new validator and fix merge [MR(788)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/788)
* \[Api] Feat: autocompletion for pipelines, datasets [MR(758)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/758)
* \[Api] Feat: add and use schema store [MR(748)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/748)
* \[Api] fix: rename variables to app\_runs [MR(782)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/782)
* \[Api] fix: add two missing parameters to run api locally [MR(769)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/769)
* \[Api] fix: missing pipeline runs rename [MR(775)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/775)
* \[Api] allow edit of user right [MR(772)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/772)
* \[Api] Support both args [MR(779)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/779)
* \[Api] Merge branch… [MR(774)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/774)
* \[Api] fix deployment [MR(770)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/770)
* \[Api] fix nighlies [MR(764)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/764)
* \[Api] fix nightlies again [MR(768)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/768)
* \[Api] chore: simplify setup [MR(761)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/761)
* \[Api] Stop creating old score step in pipelines [MR(760)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/760)
* \[Api] correct-method-create\_versioned\_pipeline\_run\_configuration-after-renaming (2) [MR(765)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/765)
* \[Api] correct create\_versioned\_pipeline\_configuration function after renamming [MR(763)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/763)
* \[Api] Generating api key when creating user [MR(762)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/762)
* \[Api] dupplicate api with new route [MR(756)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/756)
* \[Front] Preprod [MR(1042)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1042)
* \[Front] fix: loading for failed app run [MR(1040)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1040)
* \[Front] Fix/old apps params [MR(1038)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1038)
* \[Front] Preprod [MR(1036)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1036)
* \[Front] fix: performance issues on pipeline runs screen [MR(1035)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1035)
* \[Front] Merge Preprod into master [MR(1028)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1028)
* \[Front] fix: rename config experiments [MR(1027)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1027)
* \[Front] fix: smaller config warnings [MR(1024)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1024)
* \[Front] use dynamic schemas [MR(1007)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1007)
* \[Front] Feat: add and use schema store [MR(1005)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1005)
* \[Front] fix delete project user routes [MR(1021)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1021)
* \[Front] merge preprod into master [MR(1019)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1019)
* \[Front] Preprod [MR(1014)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1014)
* \[Front] rename app run schedule [MR(1012)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1012)
* \[Front] Rename api routes [MR(1011)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1011)
* \[Front] feat: add notifications page [MR(1061)](https://gitlab.com/verteego/brain/platform/vbrain-front!1061)
* \[Engine] Feat: add and use schema store [MR(1437)](https://gitlab.com/verteego/brain/train/-/merge_requests/1437)
* \[Engine] now do categorical native encoding in one place [MR(1441)](https://gitlab.com/verteego/brain/train/-/merge_requests/1441)
* \[Engine] Remove prediction api [MR(1436)](https://gitlab.com/verteego/brain/train/-/merge_requests/1436)
* \[Engine] Remove historic score step doing a prediction too [MR(1433)](https://gitlab.com/verteego/brain/train/-/merge_requests/1433)
* \[Engine] make weekly fill series follow ISO weeks [MR(1432)](https://gitlab.com/verteego/brain/train/-/merge_requests/1432)

### 2023-06-20[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Backend] Set optimization config [MR(537)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/537)
* \[Backend] Preprod [MR(536)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/536)
* \[Backend] Return local file [MR(531)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/531)
* \[Backend] Version config for pipeline recipe [MR(529)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/529)
* \[Backend] From preprod fix stuck backend when no pipeline for a step [MR(528)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/528)
* \[Backend] We need a config [MR(526)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/526)
* \[Backend] fix import bq view [MR(521)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/521)
* \[Backend] Convert to string [MR(519)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/519)
* \[Backend] Get configuration from pipeline [MR(518)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/518)
* \[Backend] Get config from DB [MR(517)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/517)
* \[Backend] handle header correctly [MR(515)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/515)
* \[Backend] Fix optimization pipeline and add test [MR(516)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/516)
* \[Backend] add method read\_configuration\_from\_db [MR(513)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/513)
* \[Backend] Drive params [MR(514)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/514)
* \[Backend] ‘’ does not seem to be the same as False for exit code. [MR(512)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/512)
* \[Backend] Improve importer code to match exporter code [MR(509)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/509)
* \[Backend] Propagate synapp -> project\_id renaming [MR(511)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/511)
* \[Backend] fix rosetta rename synapp project [MR(510)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/510)
* \[Backend] rename synapp and component to project [MR(508)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/508)
* \[Backend] Fix alembic migration + dry-run [MR(505)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/505)
* \[Backend] Connector drive folder [MR(499)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/499)
* \[Backend] Better error handling [MR(498)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/498)
* \[Backend] Add filter on experiment [MR(507)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/507)
* \[Backend] Copy / paste error [MR(506)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/506)
* \[Backend] Fix import no refresh [MR(504)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/504)
* \[Backend] Feat/creation pipeline configurations table [MR(495)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/495)
* \[Backend] chore: readme backend [MR(503)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/503)
* \[Backend] Add timestamp to pipeline\_run\_name [MR(501)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/501)
* \[Api] Replace dataset by uuid [MR(785)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/785)
* \[Api] From preprod/fix post of solo step [MR(784)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/784)
* \[Api] Fix: getting configuration for results [MR(777)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/777)
* \[Api] Fix auth0 role [MR(780)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/780)
* \[Api] fix: change join method for lone steps [MR(781)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/781)
* \[Api] fix/retrieve-the-pipeline-configuration [MR(776)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/776)
* \[Api] Merge branch… [MR(774)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/774)
* \[Api] Merge branch… [MR(773)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/773)
* \[Api] Fix: lone steps being filtered out [MR(767)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/767)
* \[Api] Merge fix/integrate-configuration-id-fix branch [MR(766)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/766)
* \[Api] Keep order [MR(755)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/755)
* \[Api] add yaml.dump sort\_keys=False [MR(753)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/753)
* \[Api] Get config from DB, not backend [MR(752)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/752)
* \[Api] modif get method in DB [MR(751)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/751)
* \[Api] Forward GDrive mode to backend [MR(749)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/749)
* \[Api] Update version for vtg\_config [MR(746)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/746)
* \[Api] fix route not protected by fga [MR(744)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/744)
* \[Api] fix: endpoint\_relation typos [MR(743)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/743)
* \[Api] feat: show active and total steps [MR(742)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/742)
* \[Api] fix users list [MR(733)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/733)
* \[Api] avoid order problem in check key [MR(736)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/736)
* \[Api] fix: prevent starring from substeps of unfinished pipeline runs [MR(738)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/738)
* \[Api] API : Feat/query to insert or update configuration string in db [MR(716)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/716)
* \[Front] Fix: postprocessing post failing [MR(1023)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1023)
* \[Front] Fix: get step config [MR(1022)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1022)
* \[Front] merge preprod into master [MR(1019)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1019)
* \[Front] merge prod into preprod [MR(1018)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1018)
* \[Front] Fix: lone steps being filtered out [MR(1016)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1016)
* \[Front] Feat: add advanced dashboards [MR(1015)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1015)
* \[Front] Preprod [MR(1014)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1014)
* \[Front] fix: creating scores [MR(1008)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1008)
* \[Front] fix: last run date for apps configured with recipe [MR(1010)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1010)
* \[Front] fix: smaller titles and add missing inline code syntax help [MR(1006)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1006)
* \[Front] feat: add markdown example [MR(1003)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1003)
* \[Front] change back to synapp\_manager [MR(1004)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1004)
* \[Front] feat: allow markdown preview [MR(1001)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1001)
* \[Front] Revert “Merge branch ‘fix/disable-upcoming-options-until-ready’ into ‘preprod’” [MR(1002)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1002)
* \[Front] remove bucket fetching [MR(1000)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/1000)
* \[Front] Fix/bugherd small improvements [MR(999)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/999)
* \[Front] fix: run parameters refresh for optimization app [MR(997)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/997)
* \[Front] feat: get db configuration when available [MR(998)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/998)
* \[Front] fix: change starred scores from same pipeline run without refreshing [MR(996)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/996)
* \[Front] feat: add active-total step for running badge [MR(994)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/994)
* \[Front] Test/tables with content [MR(985)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/985)
* \[Front] feat: colors for user roles [MR(993)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/993)
* \[Engine] Updrade pylint [MR(1431)](https://gitlab.com/verteego/brain/train/-/merge_requests/1431)
* \[Engine] Stop reordering while dumping yaml configuration to file [MR(1430)](https://gitlab.com/verteego/brain/train/-/merge_requests/1430)
* \[Engine] Decode config transmitted from backend [MR(1428)](https://gitlab.com/verteego/brain/train/-/merge_requests/1428)
* \[Engine] Embed word similarity into docker image [MR(1426)](https://gitlab.com/verteego/brain/train/-/merge_requests/1426)
* \[Engine] Rename synapps and brain\_component to project [MR(1424)](https://gitlab.com/verteego/brain/train/-/merge_requests/1424)

### 2023-05-10[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Front] fix: exports from app runs table [MR(988)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/988)
* \[Front] fix optimizations screen with optimization dataset as direct relationship [MR(989)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/989)
* \[Front] fix: fetching complete configuration that doesn’t exist since step has failed [MR(991)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/991)
* \[Front] fix: disable starring substeps of unfinished pipeline runs [MR(990)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/990)
* \[Front] fix: disable upcoming options until ready [MR(987)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/987)
* \[Front] fix: optimization dataset id passed as dict [MR(986)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/986)
* \[Front] fix: starred as true boolean [MR(984)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/984)
* \[Front] chore: add test for calculated features [MR(981)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/981)
* \[Front] fix: hide app run resources tab for business users [MR(980)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/980)
* \[Front] Merge branch ‘fix/replace-zip-metadata’ into ‘master’ [MR(982)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/982)
* \[Front] fix: replace zip metadata [MR(979)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/979)
* \[Front] Chore/refacto imports [MR(975)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/975)
* \[Front] Merge branch ‘fix/windows-zip-import’ into ‘master’ [MR(977)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/977)
* \[Front] fix: windows zip import [MR(976)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/976)
* \[Front] Fix/other permissions [MR(974)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/974)
* \[Front] Fix/persist displayed columns [MR(973)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/973)
* \[Front] fix: multiselect attrs masked by unused prop [MR(972)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/972)
* \[Front] feat: pipeline star [MR(966)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/966)
* \[Front] chore: adjust cypress env variables [MR(968)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/968)
* \[Front] chore: rename synapps routes to projects [MR(967)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/967)
* \[Front] fix: add export\_to\_datasource permission to restrict export dropdown options [MR(969)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/969)
* \[Front] fix: larger app modal [MR(970)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/970)
* \[Front] fix: show again stop button for pipeline runs [MR(971)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/971)
* \[Front] Feat/highlight recipe config error [MR(964)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/964)
* \[Front] chore: group variables of each environment in separate files [MR(961)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/961)
* \[Front] feat: display optimization configuration instead of constraints [MR(965)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/965)
* \[Front] feat: pipeline run description update [MR(963)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/963)
* \[Front] feat: add gd options to dataset creation [MR(962)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/962)
* \[Front] feat: add permission directive with one example [MR(952)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/952)
* \[Front] fix: show again app run errors [MR(960)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/960)
* \[Front] fix: trainings graph label length [MR(959)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/959)
* \[Front] merge Master fixes into preprod [MR(958)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/958)
* \[Front] fix: refresh table data when resolution changes [MR(957)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/957)
* \[Front] fix : restore graph tooltip for hyperparameters tuning [MR(956)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/956)
* \[Front] fix: date format payload [MR(955)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/955)
* \[Front] Merge branch ‘fix/fetch-of-recipe-when-not-configured’ into ‘master’ [MR(954)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/954)
* \[Front] fix: prediction dataset id [MR(953)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/953)
* \[Front] fix: model option disappearing [MR(950)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/950)
* \[Front] Fix/score multi res [MR(946)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/946)
* \[Front] fix: datasources not showing in export panel [MR(948)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/948)
* \[Front] fix: prediction creation [MR(947)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/947)
* \[Front] fix: forecast runs with missing .value causing improper payload [MR(949)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/949)
* \[Front] fix: cypress test [MR(945)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/945)
* \[Front] feat: add resourecs tabs for app runs results (recipe) + fix dropdown font size [MR(943)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/943)
* \[Front] fix: fetch of recipe when not configured [MR(942)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/942)
* \[Front] fix: auto deploy dev [MR(941)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/941)
* \[Front] feat: delete pipeline run with all resources option [MR(940)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/940)
* \[Front] Feat/paginated results [MR(938)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/938)
* \[Api] Fix: exports from app table configurated with pipeline [MR(731)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/731)
* \[Api] Fix: star from substeps of unfinished pipeline runs [MR(739)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/739)
* \[Api] fix unable to launch run with recipe [MR(737)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/737)
* \[Api] fix project id not defined [MR(735)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/735)
* \[Api] fix all user have access to everything [MR(734)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/734)
* \[Api] Fix/starred list order [MR(732)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/732)
* \[Api] change\_project\_users\_list\_for\_business\_expert [MR(730)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/730)
* \[Api] feat: add support for starred in pipeline substeps [MR(726)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/726)
* \[Api] fix invite synapp\_manager [MR(729)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/729)
* \[Api] replace all check on method param with is\_valid\_uuid by a decorator on each method [MR(725)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/725)
* \[Api] rename projects\_id to project [MR(724)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/724)
* \[Api] chore: change vbrain-config sha [MR(723)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/723)
* \[Api] Enable pagination [MR(721)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/721)
* \[Api] Add a JSON schema route to the API module [MR(718)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/718)
* \[Api] Star pipeline [MR(720)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/720)
* \[Api] Add projects routes [MR(715)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/715)
* \[Api] Should be created to start with. [MR(719)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/719)
* \[Api] Change status so that we can handle update in backend. [MR(704)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/704)
* \[Api] ressources filtrées sur le run ID [MR(713)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/713)
* \[Api] Add route to list authorized access depending on profil [MR(702)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/702)
* \[Api] fix: auto deploy dev [MR(712)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/712)
* \[Api] fix: yaml load of recipes [MR(710)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/710)
* \[Api] fix: allow results without aggregation [MR(699)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/699)
* \[Api] Attach dataset to optimization [MR(709)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/709)
* \[Api] More space for schedule [MR(705)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/705)
* \[Backend] Export parquet to bq [MR(500)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/500)
* \[Backend] fix: missing run\_id in pipeline [MR(502)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/502)
* \[Backend] feat: change starred as non-nullable [MR(496)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/496)
* \[Backend] Ensure that we export a dataset that has been refresh during this run, whatever its name. [MR(497)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/497)
* \[Backend] Handled patched schedules [MR(488)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/488)
* \[Backend] Look for parquet file [MR(493)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/493)
* \[Backend] Add empty configuration string when calling engine script [MR(494)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/494)
* \[Backend] Star pipeline [MR(491)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/491)
* \[Backend] Move fields to right place [MR(492)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/492)
* \[Backend] add new migration script for the pipeline\_configurations table creation [MR(489)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/489)
* \[Backend] Bahlors ! [MR(490)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/490)
* \[Backend] Introduce exporters and apply to BQ [MR(487)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/487)
* \[Backend] Check number of responses [MR(486)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/486)
* \[Backend] Add alembic [MR(484)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/484)
* \[Backend] fix BigQuery Dataset loading [MR(485)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/485)
* \[Backend] Log time and memory use in connector [MR(483)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/483)
* \[Backend] Delete cronjob from k8s and DB [MR(481)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/481)
* \[Backend] Add field into DB. [MR(478)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/478)
* \[Engine] make-engine-ready-to-support-config-in-db [MR(1422)](https://gitlab.com/verteego/brain/train/-/merge_requests/1422)
* \[Engine] chore: change vbrain-config sha [MR(1423)](https://gitlab.com/verteego/brain/train/-/merge_requests/1423)
* \[Engine] Keep on improving preprocessing readability [MR(1421)](https://gitlab.com/verteego/brain/train/-/merge_requests/1421)

### 2023-04-20[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Front] merge Master fixes into preprod [MR(958)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/958)
* \[Front] fix: refresh table data when resolution changes [MR(957)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/957)
* \[Front] fix : restore graph tooltip for hyperparameters tuning [MR(956)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/956)
* \[Front] fix: date format payload [MR(955)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/955)
* \[Front] Merge branch ‘fix/fetch-of-recipe-when-not-configured’ into ‘master’ [MR(954)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/954)
* \[Front] fix: prediction dataset id [MR(953)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/953)
* \[Front] fix: cypress test [MR(945)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/945)
* \[Front] feat: add resourecs tabs for app runs results (recipe) + fix dropdown font size [MR(943)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/943)
* \[Front] fix: fetch of recipe when not configured [MR(942)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/942)
* \[Front] fix: auto deploy dev [MR(941)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/941)
* \[Front] feat: delete pipeline run with all resources option [MR(940)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/940)
* \[Front] Feat/paginated results [MR(938)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/938)

### 2023-04-17[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Front] fix: model option disappearing [MR(950)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/950)
* \[Front] Fix/score multi res [MR(946)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/946)
* \[Front] fix: datasources not showing in export panel [MR(948)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/948)
* \[Front] fix: prediction creation [MR(947)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/947)
* \[Front] fix: forecast runs with missing .value causing improper payload [MR(949)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/949)

### 2023-04-14[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] reset index before building a resolution’s x and y datasets for prediction [MR(1420)](https://gitlab.com/verteego/brain/train/-/merge_requests/1420)
* \[Engine] Simplify preprocessing code [MR(1418)](https://gitlab.com/verteego/brain/train/-/merge_requests/1418)
* \[Engine] Fine tune condition for enabling native encoding [MR(1419)](https://gitlab.com/verteego/brain/train/-/merge_requests/1419)
* \[Backend] More space for schedule [MR(482)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/482)
* \[Backend] Fix write dispotion error message in connectors [MR(480)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/480)
* \[Backend] Skip run with no config [MR(479)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/479)
* \[Backend] Add recipe field [MR(466)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/466)
* \[Backend] Add scheduler [MR(453)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/453)
* \[Backend] Timestamp recipe run [MR(477)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/477)
* \[Backend] Export error into errors file [MR(476)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/476)
* \[Backend] Export sql alchemy error to user [MR(470)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/470)
* \[Backend] Bugfix transform parquet to csv from sf on gcs smarter [MR(475)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/475)
* \[Backend] Use defaut engine when pyarrow fails [MR(473)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/473)
* \[Backend] Fix slack connecttimeout [MR(472)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/472)
* \[Backend] Try to get files with all possible extensions [MR(469)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/469)
* \[Backend] Handle slack timeout [MR(468)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/468)
* \[Backend] Add export method parameter when expoting to bq [MR(462)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/462)
* \[Backend] Fix pandas read csv pyarrow [MR(467)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/467)
* \[Backend] One more error [MR(465)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/465)
* \[Backend] If there is already a dataset with the same name, back up it [MR(463)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/463)
* \[Backend] Expose run error [MR(464)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/464)
* \[Backend] allow new lines for bigquery export [MR(461)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/461)
* \[Backend] feat: add app displayed results [MR(460)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/460)
* \[Backend] Change pipeline step name [MR(456)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/456)
* \[Backend] Revert “Merge branch ‘fix\_old\_bug’ into ‘master’” [MR(459)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/459)
* \[Backend] Remove line that should not be there. [MR(457)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/457)
* \[API] Feat: return deleted ids [MR(679)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/679)
* \[API] Merge branch ‘fix/last-optimization-run’ into ‘master’ [MR(707)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/707)
* \[API] fix: last optimization run not correctly sorted [MR(706)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/706)
* \[API] Ajout du check recipe dans la method post de la classe RecipesRoute [MR(696)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/696)
* \[API] Return 200 and null when no schedule exists [MR(703)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/703)
* \[API] Add patch route [MR(701)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/701)
* \[API] A business case can now have only one schedule [MR(700)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/700)
* \[API] Protect all api method with fga [MR(682)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/682)
* \[API] Fix deploy doc [MR(697)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/697)
* \[API] fix: empty displayed results patch [MR(698)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/698)
* \[API] fix download csv for parquet file [MR(694)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/694)
* \[API] Add recurring run model [MR(683)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/683)
* \[API] feat: add params to recipe steps route [MR(693)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/693)
* \[API] fix default values [MR(692)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/692)
* \[API] Add recipe to db [MR(691)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/691)
* \[API] add newly created recipe to parameters as quick fix [MR(690)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/690)
* \[API] Add recipe field [MR(689)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/689)
* \[API] Creation response recipe [MR(686)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/686)
* \[API] feat: authorize patch of displayed results for app [MR(685)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/685)
* \[API] feat: add app displayed results [MR(684)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/684)
* \[Front] Merge branch ‘fix/fetch-of-recipe-when-not-configured’ into ‘master’ [MR(944)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/944)
* \[Front] fix app.config.json [MR(939)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/939)
* \[Front] feat: replace optimization modal with optimization panel for creation on optimization step [MR(937)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/937)
* \[Front] feat: scheduler interface [MR(932)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/932)
* \[Front] Fix/moar bugherds bugs [MR(935)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/935)
* \[Front] Fix/bugherd bugs [MR(933)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/933)
* \[Front] Fix/display bugs [MR(931)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/931)
* \[Front] fix pipeline routes from recipes [MR(930)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/930)
* \[Front] fix: ze script loading [MR(929)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/929)
* \[Front] chore: feature importance rework [MR(923)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/923)
* \[Front] Feat/table size [MR(926)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/926)
* \[Front] Fix/create app and type error [MR(928)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/928)
* \[Front] Feat/get pipeline steps ids [MR(927)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/927)
* \[Front] Fix: improve performance, avoid unnecessary template refreshes [MR(925)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/925)
* \[Front] Fix/test pipeline [MR(924)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/924)
* \[Front] feat: add modal for app results [MR(911)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/911)
* \[Front] fix: bugs [MR(922)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/922)
* \[Front] fix: graph size and maxBarThickness [MR(921)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/921)
* \[Front] feat: add icons for datatypes [MR(920)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/920)
* \[Front] fix : recipe config payload back in string format [MR(919)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/919)
* \[Front] Feat/add cypress e2e [MR(908)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/908)
* \[Front] fix: build after name changed for some methods [MR(918)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/918)
* \[Front] chore : add some unit tests [MR(917)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/917)
* \[Front] app run results finalization [MR(914)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/914)
* \[Front] Chore/remove extra fonts [MR(916)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/916)
* \[Front] fix: app modal experiment context [MR(915)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/915)
* \[Front] feat : apprun results rework first step [MR(912)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/912)
* \[Front] fix: badge style and bootstrap colors override [MR(913)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/913)
* \[Front] fix: restore line breaks for logs [MR(910)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/910)
* \[Front] feat: remove recipe menu and move recipe configuration to app runs view [MR(909)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/909)
* \[Front] chore: enforce typing of some table items [MR(907)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/907)
* \[Front] feat: implement vis-network [MR(904)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/904)
* \[Front] fix: refresh variable name [MR(902)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/902)
* \[Front] Feat/variable type chart [MR(903)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/903)
* \[Front] replace b-col with div class=”col” and remove useless b-col [MR(898)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/898)
* \[Front] feat: first vitest snapshot [MR(894)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/894)
* \[Front] Fix/allow optimization refresh settings [MR(895)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/895)
* \[Front] introduce variables chart [MR(891)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/891)
* \[Front] Vue3/runnings [MR(892)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/892)
* \[Front] remove b-table and replace with simpletable [MR(888)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/888)
* \[Front] Merge refacto/vue-3 into master [MR(887)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/887)
* \[Front] use of Bootstrap classes instead of bootstrap-vue prop incorrectly typed [MR(886)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/886)
* \[Front] merge Refacto/vue 3 into master [MR(882)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/882)
* \[Front] Draft: vue 3 [MR(849)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/849)
* \[Front] Refacto/restore ci [MR(885)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/885)
* \[Front] restore zendesk widget with new theme [MR(883)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/883)
* \[Front] fix: TS errors [MR(884)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/884)
* \[Front] CSS adjustments mainly for table [MR(878)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/878)
* \[Front] Fix/dataset screen [MR(879)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/879)
* \[Front] Fix/bugherd batch [MR(876)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/876)
* \[Front] Vue3/change b tables [MR(875)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/875)
* \[Front] implement FileInput and allow zipped file upload [MR(874)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/874)
* \[Front] Vue3/types packages [MR(873)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/873)
* \[Front] add last missing screens ;) [MR(872)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/872)
* \[Front] Vue3/recipes and data [MR(871)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/871)
* \[Front] Vue3/optimization view [MR(869)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/869)
* \[Front] Fix/bugherd batch [MR(868)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/868)
* \[Front] add training, postprocessing, preprocessing [MR(867)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/867)
* \[Front] add training, postprocessing, preprocessing [MR(866)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/866)
* \[Front] add pipeline runs [MR(865)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/865)
* \[Front] add multiselect, datepicker and forecast modal, optimization modal, recipe modal [MR(864)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/864)
* \[Front] add api composables + Dtos [MR(863)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/863)
* \[Front] finish importing [MR(862)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/862)
* \[Front] finish importing [MR(861)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/861)
* \[Front] Refacto/vue 3 import files [MR(858)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/858)
* \[Front] table : css adjustments and filter [MR(860)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/860)
* \[Front] app runs [MR(859)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/859)
* \[Front] implement gradient colors for charts [MR(857)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/857)
* \[Front] Vue3/apps app modal [MR(855)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/855)
* \[Front] merge refacto/vue-2 into master [MR(856)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/856)
* \[Front] Feat: show app resources [MR(845)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/845)
* \[Front] fix : pipeline run mapper [MR(846)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/846)
* \[Front] linkto mapper [MR(844)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/844)
* \[Front] Refacto/log and store requests [MR(843)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/843)
* \[Front] script setup training [MR(841)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/841)
* \[Front] refacto: change graph.vue to script setup [MR(842)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/842)
* \[Front] Refacto/script setup apikey score [MR(840)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/840)
* \[Front] script setup forecast modal [MR(839)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/839)
* \[Front] fix columns dropdown being clipped [MR(838)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/838)
* \[Front] script setup preprocessing [MR(835)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/835)
* \[Front] script setup run [MR(834)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/834)
* \[Front] fix: scores and trainings metrics when no resolution is selected [MR(837)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/837)
* \[Front] add useLogsErrorWarningApi composable [MR(833)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/833)
* \[Front] Reafcto/table implem on views [MR(832)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/832)
* \[Front] Refacto/script setup next [MR(831)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/831)
* \[Front] refacto: loader during upload & more explicit names [MR(829)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/829)
* \[Front] Refacto/table [MR(819)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/819)
* \[Front] Refacto/script setup suite [MR(824)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/824)
* \[Front] fix: missing css prefix on secondary menu [MR(827)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/827)
* \[Front] Merge branch ‘fix/card-opacity’ into ‘master’ [MR(828)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/828)
* \[Front] Refacto/simplify store [MR(823)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/823)
* \[Front] right panel implementation [MR(814)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/814)
* \[Front] Revert “Merge branch ‘cherry-pick-d83848cc’ into ‘refacto/vue-2’” [MR(822)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/822)
* \[Front] Merge branch ‘bug/refresh-after-delete-app’ into ‘master’ [MR(821)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/821)
* \[Front] Merge branch ‘fix/business-case-forecast-permissions’ into ‘master’ [MR(818)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/818)
* \[Front] right side bar first step & useApi [MR(810)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/810)
* \[Front] Merge branch ‘fix/business-case-run-not-usin-right-experiment’ into ‘master’ [MR(813)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/813)
* \[Front] refacto: better naming for css classes [MR(811)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/811)
* \[Front] Make use of card in pipelines, recipes and home view [MR(809)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/809)
* \[Front] Merge branch ‘fix/pipeline-runs-not-displaying’ into ‘master’ [MR(808)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/808)
* \[Front] refacto : add multiselect wrapper [MR(806)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/806)

### 2023-04-11[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[API] fix: last optimization run not correctly sorted [MR(706)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/706)

### 2023-04-06[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Front] fix: new scores not displaying [MR(934)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/934)

### 2023-03-30[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[API] Support parameters modif [MR(680)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/680)
* \[Backend] Look for dataset at synapps level [MR(452)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/452)
* \[Backend] added clone\_datasets to init [MR(455)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/455)
* \[Backend] Right name for unzipped files [MR(454)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/454)
* \[Backend] fixing cloned dataset’s datasource, adding test, big move of k8s into handler [MR(451)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/451)
* \[Backend] Use pandas 2.0 + pyarrow [MR(449)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/449)
* \[Backend] Become experiment agnostic [MR(450)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/450)

### 2023-03-21[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Front] Feat: allow zipped files [MR(901)](https://gitlab.com/verteego/brain/platform/vbrain-front!901)
* \[Front] Fix: optimization modal variable name [MR(906)](https://gitlab.com/verteego/brain/platform/vbrain-front!906)

### 2023-03-20[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] Keep column to predict in prediction result if existing [MR(1396)](https://gitlab.com/verteego/brain/train/-/merge_requests/1396)
* \[Engine] fix clustering error message [MR(1406)](https://gitlab.com/verteego/brain/train/-/merge_requests/1406)
* \[Engine] Make score available on prediction and postprocessing [MR(1403)](https://gitlab.com/verteego/brain/train/-/merge_requests/1403)
* \[Engine] Fix google key error 500 [MR(1408)](https://gitlab.com/verteego/brain/train/-/merge_requests/1408)
* \[Engine] Revert fix public key since resolved [MR(1409)](https://gitlab.com/verteego/brain/train/-/merge_requests/1409)
* \[Engine] preprod env [MR(1407)](https://gitlab.com/verteego/brain/train/-/merge_requests/1407)
* \[Engine] Fix fill series changing date order [MR(1413)](https://gitlab.com/verteego/brain/train/-/merge_requests/1413)
* \[Engine] Pandas 2.0 [MR(1412)](https://gitlab.com/verteego/brain/train/-/merge_requests/1412)
* \[Engine] now ignore headers when counting rows in files [MR(1416)](https://gitlab.com/verteego/brain/train/-/merge_requests/1416)
* \[Engine] Native categorical encoding xgb [MR(1411)](https://gitlab.com/verteego/brain/train/-/merge_requests/1411)
* \[Engine] fixing categorical features in xgboost [MR(1417)](https://gitlab.com/verteego/brain/train/-/merge_requests/1417)
* \[API] Check pipeline config [MR(669)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/669)
* \[API] Add code to create optimization pipeline [MR(668)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/668)
* \[API] preprod env [MR(657)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/657)
* \[API] fix statistics from empty resources [MR(667)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/667)
* \[API] fix remove user from synapps [MR(671)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/671)
* \[API] Allow to store zip file in bucket [MR(672)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/672)
* \[API] fix: statistics request with auth0-fga method [MR(673)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/673)
* \[API] Feat: show app run ressources [MR(662)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/662)
* \[API] Feat/export and datasets all experiments [MR(660)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/660)
* \[API] Use native encoding for categorical values in XGB [MR(670)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/670)
* \[API] fix: binary\_data being decoded [MR(675)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/675)
* \[API] Fix: empty default optimization config & allow empty recipe config [MR(676)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/676)
* \[API] chore: route slashes reuniformization [MR(678)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/678)
* \[API] merge auth0 identities [MR(674)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/674)
* \[Backend] Update status [MR(421)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/421)
* \[Backend] Use right status [MR(422)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/422)
* \[Backend] Filter out deleted datasets [MR(423)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/423)
* \[Backend] Rename step\_import\_from\_dataset [MR(426)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/426)
* \[Backend] Add post processing to pipeline [MR(428)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/428)
* \[Backend] Rename input\_dataset\_name [MR(427)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/427)
* \[Backend] Add pipeline step export [MR(425)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/425)
* \[Backend] Handle case when step type in config in not valid [MR(429)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/429)
* \[Backend] Give more memory to EMG [MR(431)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/431)
* \[Backend] Automatically create scores on postprocessing and prediction [MR(430)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/430)
* \[Backend] Fix google key error 500 [MR(432)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/432)
* \[Backend] Revert fix public ket since resolved [MR(434)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/434)
* \[Backend] preprod env [MR(424)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/424)
* \[Backend] Add pipeline optimization step [MR(435)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/435)
* \[Backend] Move launch jobs cron [MR(433)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/433)
* \[Backend] Filter delete data source [MR(437)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/437)
* \[Backend] Typo [MR(439)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/439)
* \[Backend] Unzip file and convert it to csv. [MR(440)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/440)
* \[Backend] stop removing header in row count [MR(442)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/442)
* \[Backend] Refresh by default [MR(441)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/441)
* \[Backend] Catch exception [MR(438)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/438)
* \[Backend] Export optimiztion step [MR(443)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/443)
* \[Backend] Add zip [MR(444)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/444)
* \[Backend] Download csv files as well as parquet ones. [MR(445)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/445)
* \[Backend] Don’t export index [MR(446)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/446)
* \[Backend] Revert “Merge branch ‘more\_meory\_for\_emg’ [MR(448)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/448)
* \[Front] fix: restore feedback on experiments button selection [MR(736)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/736)
* \[Front] refactor: improve sturdiness of BC form validation [MR(722)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/722)
* \[Front] add CRUD to recipe in front [MR(731)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/731)
* \[Front] chore: remove unused packages [MR(732)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/732)
* \[Front] fix user feedback from rupert [MR(735)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/735)
* \[Front] refactor: remove obsolete runtypes [MR(738)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/738)
* \[Front] chore: uniformize route endings [MR(737)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/737)
* \[Front] refactor: finish cleaning old runtypes [MR(742)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/742)
* \[Front] refactor: replace vue-meta with native functionality [MR(743)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/743)
* \[Front] feat: implement apps page [MR(744)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/744)
* \[Front] left side menu rework [MR(747)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/747)
* \[Front] fix sass warnings [MR(746)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/746)
* \[Front] Fix/header buttons [MR(749)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/749)
* \[Front] fix token redirect loop [MR(750)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/750)
* \[Front] Feat: finish apps page functionalities [MR(748)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/748)
* \[Front] Fix/runnings icon [MR(751)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/751)
* \[Front] rework synappId and experimentId getters + requests optimizations [MR(752)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/752)
* \[Front] feat : split profile menu into submenus [MR(753)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/753)
* \[Front] Fix/design fixes [MR(754)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/754)
* \[Front] Add option entry to select recipe [MR(745)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/745)
* \[Front] feat : rework design of page header and sticky header [MR(756)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/756)
* \[Front] Fix/various fixes [MR(758)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/758)
* \[Front] Feat/add generic clickable-card component [MR(757)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/757)
* \[Front] fix: stop propagation on clickable component [MR(760)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/760)
* \[Front] Feat: update pipelines design [MR(761)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/761)
* \[Front] feat: side menu design updated [MR(759)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/759)
* \[Front] feat: update deployments design (previously recipes) [MR(763)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/763)
* \[Front] feat: add-confirmation for app deletion in modal & rename right side bar text to app [MR(764)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/764)
* \[Front] Feat/design training [MR(762)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/762)
* \[Front] implement add button in apps page [MR(765)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/765)
* \[Front] Feat apply design to views [MR(766)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/766)
* \[Front] feat datasets as default menu for data [MR(767)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/767)
* \[Front] fix add user [MR(768)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/768)
* \[Front] add borders for users and synapp selection, rework colors [MR(769)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/769)
* \[Front] Fix/wording [MR(770)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/770)
* \[Front] update recipe design [MR(771)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/771)
* \[Front] fix recipe modal [MR(772)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/772)
* \[Front] feat : update table design [MR(773)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/773)
* \[Front] feat : header font and set main titles [MR(774)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/774)
* \[Front] feat : add ellipsis for large experiment name [MR(775)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/775)
* \[Front] feat: replace X button with Cancel button on sidebars and align title to the left [MR(777)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/777)
* \[Front] feat: change export button and place export csv icon directly into table [MR(778)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/778)
* \[Front] feat: main title colored with icon [MR(779)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/779)
* \[Front] fix apps loading when no apps [MR(780)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/780)
* \[Front] fix : add missing borders and fix some design [MR(781)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/781)
* \[Front] feat : add breadcrumb synapp and pipeline [MR(782)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/782)
* \[Front] Fix/stuttering loading [MR(783)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/783)
* \[Front] remove some css [MR(785)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/785)
* \[Front] feat : add app settings button in page header [MR(786)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/786)
* \[Front] fix: header align when there’s no icon [MR(787)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/787)
* \[Front] chore: global spinner for views [MR(788)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/788)
* \[Front] minor buttons changes [MR(790)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/790)
* \[Front] chore : wording [MR(789)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/789)
* \[Front] feat: add multiselect to inputs and alphabetical sorting [MR(792)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/792)
* \[Front] feat : deployment with a secondary menu [MR(791)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/791)
* \[Front] Feat/menu icon position [MR(795)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/795)
* \[Front] Feat/deployment creation [MR(793)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/793)
* \[Front] feat : add spinner verteego [MR(794)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/794)
* \[Front] Feat: cover for apps [MR(796)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/796)
* \[Front] fix: new verteego spinner [MR(797)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/797)
* \[Front] Feat/add missing borders [MR(798)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/798)
* \[Front] Feat/warnings design [MR(799)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/799)
* \[Front] fix : align stat to the left and add min width [MR(800)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/800)
* \[Front] feat : add information when no apps or no recipes are created yet [MR(801)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/801)
* \[Front] fix : prevent ctrl click from changing menu colors [MR(802)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/802)
* \[Front] feat : new position and size of header with breadcrumb [MR(803)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/803)
* \[Front] feat : add display all datasets button [MR(804)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/804)
* \[Front] feat : header design update, icon size and positioning [MR(804)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/805)
* \[Front] fix : pipeline runs not displaying [MR(807)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/807)
* \[Front] fix/business-case-forecast-permissions [MR(817)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/817)
* \[Front] bug : refresh apps view after deleting an app [MR(820)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/820)
* \[Front] Fix/card opacity [MR(826)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/826)
* \[Front] fix: normalize string when prefill run recipe name [MR(830)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/830)
* \[Front] add pipeline type [MR(850)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/850)
* \[Front] feat: add optimization dataset field on optimization pipeline run create panel [MR(852)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/852)
* \[Front] preprod env [MR(880)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/880)
* \[Front] fix refresh and remov client-specific code [MR(893)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/893)

### 2023-02-23[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] Add test for identity model [MR(1404)](https://gitlab.com/verteego/brain/train/-/merge_requests/1404)
* \[Engine] Stop using one hot encoding when meta\_model is used [MR(1405)](https://gitlab.com/verteego/brain/train/-/merge_requests/1405)

### 2023-02-21[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] spreading\_coefficient\_input\_percentage where overwritten. Add more logs. [MR(1402)](https://gitlab.com/verteego/brain/train/-/merge_requests/1402)

### 2023-02-20[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] Remove na and na t before exporting to bq [MR(1401)](https://gitlab.com/verteego/brain/train/-/merge_requests/1401)

### 2023-02-16[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] Minor fixes [MR(1399)](https://gitlab.com/verteego/brain/train/-/merge_requests/1399)
* \[Engine] Fix nan nat creating error when exporting step results to bq [MR(1398)](https://gitlab.com/verteego/brain/train/-/merge_requests/1398)

### 2023-02-13[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] Aggregation preprocessing should have a step argument [MR(1395)](https://gitlab.com/verteego/brain/train/-/merge_requests/1395)
* \[Engine] fix global calculators using store in model [MR(1397)](https://gitlab.com/verteego/brain/train/-/merge_requests/1397)

### 2023-02-06[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] Generate list of one hot encoded columns name from values. [MR(1376)](https://gitlab.com/verteego/brain/train/-/merge_requests/1376)
* \[Engine] sanitize HPT params handling [MR(1384)](https://gitlab.com/verteego/brain/train/-/merge_requests/1384)
* \[Engine] Add mem info in logger [MR(1392)](https://gitlab.com/verteego/brain/train/-/merge_requests/1392)
* \[Engine] Retry when connection fails [MR(1394)](https://gitlab.com/verteego/brain/train/-/merge_requests/1394)
* \[Engine] Add custom upper and lower weight for relaxation [MR(1393)](https://gitlab.com/verteego/brain/train/-/merge_requests/1393)
* \[Engine] Fix filtering not working [MR(1391)](https://gitlab.com/verteego/brain/train/-/merge_requests/1391)
* \[API] Update vbrain-config requirement [MR(655)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/655)
* \[Backend] adding test of stop-pipeline [MR(412)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/412)
* \[Backend] Add the long awaited check\_recipe\_runs [MR(407)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/407)
* \[Backend] fix memory requirement [MR(416)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/416)
* \[Backend] Add run\_id for export [MR(415)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/415)
* \[Backend] Add export step [MR(414)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/414)
* \[Backend] Don’t export index in BQ [MR(418)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/418)
* \[Backend] Step pipeline [MR(417)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/417)
* \[Backend] Log step name [MR(419)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/419)
* \[Backend] SQLAlchemy ! [MR(420)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/420)

### 2023-01-30[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[API] invite user from front [MR(635)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/635)
* \[API] Add possibility to change destination bucket for sf import [MR(646)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/646)
* \[API] Refactoring/split of synapps.py [MR(647)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/647)
* \[API] Add new relations with run and recipe [MR(649)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/649)
* \[API] Recipe snapshot [MR(648)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/648) [MR(650)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/650) [MR(651)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/651)
* \[Backend] fix stuck backend [MR(401)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/401)
* \[Backend] Fix backend k8s auth [MR(403)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/403)
* \[Backend] Use gcloud BQ API and autodetect option [MR(400)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/400)
* \[Backend] add possibility to choose bucket of export for snowflake import [MR(404)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/404)
* \[Backend] Pin requirement [MR(409)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/409)
* \[Backend] Adapt db to enable new recipe [MR(406)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/406)
* \[Backend] Fix models [MR(410)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/410)
* \[Backend] Fix missing parameters in check dataset [MR(411)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/411)
* \[Backend] pin sql alchemy requirement [MR(413)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/413)

### 2023-01-24[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] Investigate weather calc [MR(1390)](https://gitlab.com/verteego/brain/train/-/merge_requests/1390)
* \[Engine] check gps coordinates format [MR(1389)](https://gitlab.com/verteego/brain/train/-/merge_requests/1389)

### 2023-01-18[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] fix similarity calc with custom label col. add string test for binary calc. [MR(1388)](https://gitlab.com/verteego/brain/train/-/merge_requests/1388)
* \[Engine] fix weather for large query : adding option to only include daily data, without hourly detail [MR(1387)](https://gitlab.com/verteego/brain/train/-/merge_requests/1387)

### 2023-01-17[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] Fix solver [MR(1383)](https://gitlab.com/verteego/brain/train/-/merge_requests/1383)
* \[Engine] Fix weather custom col name [MR(1385)](https://gitlab.com/verteego/brain/train/-/merge_requests/1385)

### 2023-01-13[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Api] Update vbrain config version [MR(644)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/644)

### 2023-01-12[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] Fix integration test ci [MR(1378)](https://gitlab.com/verteego/brain/train/-/merge_requests/1378)
* \[Engine] Embeddings classification calculator [MR(1381)](https://gitlab.com/verteego/brain/train/-/merge_requests/1381)
* \[Engine] Fix weather error [MR(1382)](https://gitlab.com/verteego/brain/train/-/merge_requests/1382)

### 2023-01-06[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] Fill series changes integers to floats [MR(1377)](https://gitlab.com/verteego/brain/train/-/merge_requests/1377)
* \[Engine] use right python version [MR(1379)](https://gitlab.com/verteego/brain/train/-/merge_requests/1379)
* \[Engine] Update deps [MR(1380)](https://gitlab.com/verteego/brain/train/-/merge_requests/1380)
* \[Backend] Expose error to user. [MR(1380)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/392)
* \[Backend] Recipes invalid dataset [MR(1380)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/393)
* \[Backend] Improve onboarding for developers [MR(1380)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/397)
* \[Api] fix user feedback from rupert [MR(1380)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/634)
* \[Api] chore: uniformize route endings [MR(1380)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/636)
* \[Api] refactor: remove obsolete runtypes [MR(1380)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/637)
* \[Api] Update deps [MR(1380)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/639)

### 2023-01-04[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] separate build requirement from build app [MR(1370)](https://gitlab.com/verteego/brain/train/-/merge_requests/1370)
* \[Engine] add custom metrics doc [MR(1371)](https://gitlab.com/verteego/brain/train/-/merge_requests/1371)
* \[Engine] update hierarchical aggregate doc [MR(1373)](https://gitlab.com/verteego/brain/train/-/merge_requests/1373)
* \[Engine] Include weather doc [MR(1372)](https://gitlab.com/verteego/brain/train/-/merge_requests/1372)
* \[Engine] Python 3.10 [MR(1374)](https://gitlab.com/verteego/brain/train/-/merge_requests/1374)
* \[Engine] Migrate api to python 3 10 [MR(1375)](https://gitlab.com/verteego/brain/train/-/merge_requests/1375)

### 2023-01-02[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Backend] Add pre query for sql dataset [MR(396)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/396)

### 2022-12-29[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Api] Paginate Table in all Views [MR(622)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/622)
* \[Api] add sort and filters to recipes [MR(632)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/632)
* \[Api] Add pre query for sql dataset [MR(633)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/633)
* \[Front] Paginate Table in all Views [MR(716)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/716)
* \[Front] feat: add user cards as a table replacement [MR(734)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/734)
* \[Front] Fetch less data for datasets [MR(727)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/727)
* \[Front] Fix type error for hpt scores Graphs [MR(725)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/725)
* \[Front] Fix regression & refacto of additional data fetching for Tables [MR(726)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/726)
* \[Front] fix case where datasources would be empty [MR(728)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/728)

### 2022-12-15[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] update req [MR(1369)](https://gitlab.com/verteego/brain/train/-/merge_requests/1369)
* \[Engine] event\_file\_name -> file\_name [MR(1368)](https://gitlab.com/verteego/brain/train/-/merge_requests/1368)
* \[API] update req [MR(631)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/631)

### 2022-12-13[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] Apply nbv calculation only for status != downselling [MR(1367)](https://gitlab.com/verteego/brain/train/-/merge_requests/1367)
* \[API] update config for custom events calculator [MR(630)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/630)

### 2022-12-12[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] fix bad merge [MR(1366)](https://gitlab.com/verteego/brain/train/-/merge_requests/1366)
* \[Engine] Create custom countdown calc [MR(1363)](https://gitlab.com/verteego/brain/train/-/merge_requests/1363)
* \[Engine] actually remove deprecated code [MR(1365)](https://gitlab.com/verteego/brain/train/-/merge_requests/1365)

### 2022-12-09[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[API] fix users backup [MR(629)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/629)

### 2022-12-08[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] Support parquet file [MR(1364)](https://gitlab.com/verteego/brain/train/-/merge_requests/1364)
* \[API] fix /users [MR(628)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/628)

### 2022-12-07[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Backend] support gz files [MR(395)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/395)
* \[Engine] Add support for parquet file in solver [MR(1362)](https://gitlab.com/verteego/brain/train/-/merge_requests/1362)
* \[API] fix recipes [MR(627)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/627)
* \[API] Fine grained authorization [MR(626)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/626) [MR(625)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/625) [MR(616)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/616)
* \[Front] Separate statistics from Home Page [MR(723)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/723)
* \[Front] Fine grained authorization [MR(714)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/714)

### 2022-12-06[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Backend] Catch pyarrow error. [MR(394)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/394)
* \[Backend] When refreshing a dataset, don’t failed when exporting to BQ [MR(391)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/391)
* \[Backend] Allow to read parquet file [MR(389)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/389)

### 2022-12-05[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[API] Separate statistics from Home Page & fix CLI synapps command [MR(623)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/623)
* \[API] don’t launch score when column to predict doesn’t exist [MR(624)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/624)

### 2022-12-01[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] Fix pandas error raised at preprocessing [MR(1361)](https://gitlab.com/verteego/brain/train/-/merge_requests/1361)
* \[Engine] Ease debug [MR(1359)](https://gitlab.com/verteego/brain/train/-/merge_requests/1359)
* \[Backend] optimisation must have either a preprocesing nor a dataset [MR(381)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/381)
* \[Backend] Optimize call to list\_namespaced\_job [MR(379)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/379)
* \[Backend] Use string instead of UUID [MR(383)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/383)
* \[Backend] Use string instead of UUID part 2 [MR(384)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/384)
* \[Backend] change optimization not launching message error [MR(385)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/385)
* \[Backend] Replace or by and! [MR(386)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/386)
* \[Backend] Improve report performance [MR(382)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/382)
* \[Backend] Add missing parallelizer in rosetta docker [MR(387)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/387)
* \[Backend] Use threading instead of loky, to avoir serializtion with pickle [MR(388)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/388)

### 2022-11-30[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] Fix error on preprocessing introduced by mr1351 [MR(1358)](https://gitlab.com/verteego/brain/train/-/merge_requests/1358)
* \[Engine] Fix linter [MR(1357)](https://gitlab.com/verteego/brain/train/-/merge_requests/1357)
* \[Engine] Solver fixes [MR(1355)](https://gitlab.com/verteego/brain/train/-/merge_requests/1355)
* \[Engine] Optimize vars creation [MR(1356)](https://gitlab.com/verteego/brain/train/-/merge_requests/1356)

### 2022-11-28[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] meteo calculator [MR(1345)](https://gitlab.com/verteego/brain/train/-/merge_requests/1345)
* \[Engine] Detect empty cv test set [MR(1351)](https://gitlab.com/verteego/brain/train/-/merge_requests/1351)
* \[Engine] change column type category in hierarchical aggregate [MR(1349)](https://gitlab.com/verteego/brain/train/-/merge_requests/1349)

### 2022-11-15[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] update vtg config validation to not modify constraints… [MR(1346)](https://gitlab.com/verteego/brain/train/-/merge_requests/1346)
* \[Engine] Don’t keep original variables when merging [MR(1348)](https://gitlab.com/verteego/brain/train/-/merge_requests/1348)
* \[Engine] fix order and binary constraint required columns [MR(1347)](https://gitlab.com/verteego/brain/train/-/merge_requests/1347)
* \[API] update vtg config validation to not modify constraints… [MR(619)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/619)
* \[Front] Add zendesk widget [MR(713)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/713)

### 2022-11-14[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] Load only required columns [MR(1344)](https://gitlab.com/verteego/brain/train/-/merge_requests/1344)
* \[Engine] fix aggregation constraint for corner cases with weight cols and variable cols [MR(1336)](https://gitlab.com/verteego/brain/train/-/merge_requests/1336)
* \[Backend] launch recipes with runs [MR(380)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/380)
* \[Backend] fix name checking [MR(377)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/377)
* \[Api] add recipe object [MR(613)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/613)
* \[Api] launch recipes with runs [MR(615)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/615)
* \[Api] Add route to allow business cases migration [MR(611)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/611)
* \[Api] reduce home screen loading time - Part 1 [MR(614)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/614)
* \[Front] fix eslint not working for vue files [MR(712)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/712)
* \[Front] Fix regression for list of errors [MR(710)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/710)
* \[Front] Vue lazy load & reduce default image [MR(711)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/711)
* \[Front] enforce \<script> before \<template> tags for consistency [MR(709)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/709)
* \[Front] increase line length to 120 [MR(708)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/708)
* \[Front] Latest system dataset by name pattern or select in dropdown [MR(705)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/705)

### 2022-11-04[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] fix get from dataset index duplicates [MR(1342)](https://gitlab.com/verteego/brain/train/-/merge_requests/1342)
* \[Engine] Patch get from dataset [MR(1343)](https://gitlab.com/verteego/brain/train/-/merge_requests/1343)

### 2022-10-27[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] Speed up variable creation, corrected MR [MR(1340)](https://gitlab.com/verteego/brain/train/-/merge_requests/1340)
* \[Engine] update to the vtg-config commit that removes deprecated features [MR(1338)](https://gitlab.com/verteego/brain/train/-/merge_requests/1338)
* \[Engine] Investigate pediction drop rows when nan in resolution [MR(1335)](https://gitlab.com/verteego/brain/train/-/merge_requests/1335)
* \[Engine] update deprecated configs in tests [MR(1337)](https://gitlab.com/verteego/brain/train/-/merge_requests/1337)
* \[Engine] fix get from dataset [MR(1334)](https://gitlab.com/verteego/brain/train/-/merge_requests/1334)
* \[Engine] now using vtg\_config for constraint validation [MR(1325)](https://gitlab.com/verteego/brain/train/-/merge_requests/1325)
* \[API] add feedback for name errors from is\_string\_valid function [MR(610)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/610)
* \[API] update to the vtg-config commit that removes deprecated features [MR(612)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/612)

### 2022-10-19[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] add mathematical expression calculator [MR(1329)](https://gitlab.com/verteego/brain/train/-/merge_requests/1329)
* \[Engine] get feedback for integration tests [MR(1332)](https://gitlab.com/verteego/brain/train/-/merge_requests/1332)
* \[Engine] add lightgbm to the doc [MR(1333)](https://gitlab.com/verteego/brain/train/-/merge_requests/1333)
* \[Engine] ensure val and groupby in aggregate calculator are disjoint [MR(1331)](https://gitlab.com/verteego/brain/train/-/merge_requests/1331)
* \[Engine] Inconsistent dataset when using model resolution [MR(1328)](https://gitlab.com/verteego/brain/train/-/merge_requests/1328)
* \[Engine] Upgrade SMAC [MR(1188)](https://gitlab.com/verteego/brain/train/-/merge_requests/1188)
* \[API] Don’t notify for 404 [MR(609)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/609)
* \[API] validate constraints when creating a business run, or an optimize step [MR(608)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/608)
* \[API] fix paginating for users list [MR(607)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/607)
* \[Backend] fix launch\_jobs crash when optimization step does not have a dataset [MR(376)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/376)
* \[Backend] change dataset refresh mecanism [MR(375)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/375)
* \[Backend] Catch BQ error and write error in error file [MR(374)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/374)
* \[Backend] Overflow can occur when trying to infor column type. [MR(373)](https://gitlab.com/verteego/brain/platform/vbrain-backend/-/merge_requests/373)
* \[Front] validate constraints when creating a business run, or an optimize step [MR(706)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/706)
* \[Front] add user to synapps [MR(703)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/703)
* \[Front] improve size of GD & table-search icons in table for Datasets View [MR(689)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/689)
* \[Front] fix profile invisible in Home View & add synapp name in Users View [MR(704)](https://gitlab.com/verteego/brain/platform/vbrain-front/-/merge_requests/704)

### 2022-10-13[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[Engine] Throw clearer error when weight is not numerical [MR(1313)](https://gitlab.com/verteego/brain/train/-/merge_requests/1313)
* \[Engine] fixing hierarchical calculator when using dtf indices [MR(1326)](https://gitlab.com/verteego/brain/train/-/merge_requests/1326)
* \[Engine] Fix date weight calculator [MR(1327)](https://gitlab.com/verteego/brain/train/-/merge_requests/1327)

### 2022-10-11[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[API] Upgrade to new vtg\_config folder structure [MR(604)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/604)
* \[API] Upgrade vbrain config version [MR(606)](https://gitlab.com/verteego/brain/platform/vbrain-api/-/merge_requests/606)
* \[Engine] Upgrade config check for output columns validation [MR(1324)](https://gitlab.com/verteego/brain/train/-/merge_requests/1324)
* \[Engine] Upgrade to new vtg\_config folder structure [MR(1323)](https://gitlab.com/verteego/brain/train/-/merge_requests/1323)

### 2022-10-06[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* \[engine] optimize hierarchical aggregate [MR(1320)](https://gitlab.com/verteego/brain/train/-/merge_requests/1320)

### 2022-02-04[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* Preprocessing: add columns used in *stored\_keys* of calculators in output
* Preprocessing: add train/test and CV index info when logging
* *xgb\_regressor* model: add support for *dart* parameters
* *aggregate\_val\_group\_by\_key* calculator: allow count like operations on any type
* fix bug when columns used for model resolution have values with *\_* inside

### 2022-01-26[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* front: add new *dashboard* tab in forecast page with KPI and graphs
* support launching an Optimization from a Postprocessing, only Preprocessings were previously supported
* engine: add a warning when trying to load a non existing column from an external Dataset

### 2022-01-19[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* add new calculator [events\_countdown](https://doc.verteego.com/engine/engine/generated/train.calculators.EventsCountdown.html)

### 2022-01-13[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* add support for *trend\_coeff* parameter in *xgboost* and *random\_forest* algorithms
* Optimization: also export raw and floor solutions, it adds 2 new columns to the output with respectively the *\_raw* and *\_floor* suffixes

### 2021-12-21[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* configuration: make [algo\_type](https://doc.verteego.com/engine/engine/configuration.html#algo-type) optional, default to *regression*
* *glmm* calculator: do not fail if matrix is singular
* engine: add support for [asymetric\_neg\_mean\_absolute\_scorer](https://doc.verteego.com/engine/engine/scorers.html#asymetric-neg-mean-absolute-scorer) scorer

### 2021-12-17[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* front: revamp export and download options on resource pages

### 2021-12-10[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* front: multiple resources can now be selected and deleted in one step

### 2021-12-09[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* add support for email notifications

### 2021-12-08[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* engine: add support for [asymetric\_squared\_error](https://doc.verteego.com/engine/engine/objectives.html#asymetric-squared-error) objective function and [asymetric\_squared\_scorer](https://doc.verteego.com/engine/engine/scorers.html#asymetric-squared-scorer) scorer, and support new configuration parameter *alpha* for *xgboost* *regression*
* engine: print current version in the log file before starting any step

### 2021-12-06[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* Synapps are no longer associated with a use case
* Runs can now be aborted with an error message displayed on the Run individual page
* front: display Runs and Optimizations statistics instead of Trainings and Predictions for Synapps without any Training

### 2021-12-02[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* notifications: add support for *run* events
* add support for *update*, *delete*, *launch*, and *stop* events

### 2021-12-01[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* configuration: add checks on *tuning\_search\_params* configuration entry
* add new icon in navigation bar to activate a dropdown with the list of active ressources created by the current user
* only display export option for finished ressources, and stop option for running ones
* disable submit buttons once clicked to prevent creating twice the same ressource

### 2021-11-30[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* add new *Variables* tab on Prediction and Postprocessing pages
* several improvements and bug fixes related to Optimization
* return an error when trying to create Pipelines or steps from a *valid* Dataset with no rows

### 2021-11-29[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* add *create* events when a User is creating Experiments, Datasources, and Datasets; populate *Created By* columns accordingly in the web interface
* improve PostgreSQL Datasets parameters display, do not print the whole query but Host and Database instead; and for Google Storage Datasets print the whole link using both Datasource and Dataset parameters
* front: do not print multiple times the same warning on steps individual pages

### 2021-11-22[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* new calculator *get\_from\_dataset* to replace *get\_from\_csv*, and a message to warn the user that *get\_from\_csv* is deprecated and will eventualy be removed

### 2021-11-17[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* front: store in browser selected columns for each table

### 2021-11-16[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* front: add history card in Profile page with the 10 latest actions of the current user

### 2021-11-15[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* Postprocessing: add new *polynomial\_degree* option in [Trends configuration](https://doc.verteego.com/engine/engine/postprocessing.html#parameters)

### 2021-11-09[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* front: last selected Experiment is now saved in cache for each Synapp, thus reentering a Synapp will automatically select the saved Experiment

### 2021-11-05[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* add infrastructure to keep track of all events happening, start by collecting resource creation events for now
* front: display the name of the user who created the resource

### 2021-11-04[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* PostgreSQL connector: add *port* option, if not specified default port 5432 is used

### 2021-10-29[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* add an option to delete all the steps when deleting a Pipeline
* add more filtering options for Datasets: Datasets generated during a Run, Datasets used for a Preprocessing, and Datasets used for a Prediction
* configuration: for each calculated column, check the number of input and output columns (*cols* and *col\_names*) is supported by the calculator, and also check that each entry in *params* is supported and has the expected type

### 2021-10-25[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* front: support daily, weekly, monthly, and yearly split when creating a new Forecast

### 2021-10-20[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* CLI release 0.5.0

### 2021-10-19[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* add support for BigQuery views when creating a new Dataset

### 2021-10-18[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* export and display warnings for each step of the pipeline
* front: group edit, export, delete, and stop buttons in table views

### 2021-10-15[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* front: new link column in Datasources page with external link to Datasource for GS, GD, and BQ
* engine: new allowed parameter for xgboost regression: *quantile*

### 2021-10-14[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* Datasets can now be created from Prediction, Postprocessing, and Optimization output

### 2021-10-13[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* front: rename Experiment menu section to AI Lab
* front: close configuration update modal on successful update
* front: add buttons to create Training and Score
* front: move experiment selector from title to breadcrumb

### 2021-10-11[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* Training now exposes metrics, features importance, and best parameters for each model resolution
* add Feasability section in Preprocessing page, it contains indicators on whether the model is likely to generate good results

### 2021-10-08[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* front: add YAML syntax highlighting in the Configuration tab of each step
* configuration: when creating a Pipeline or Preprocessing, return an error if the column in *column\_to\_predict* is not in the Dataset or in the output of a calculated column
* configuration: return an error on configuration update if an entry in the *col\_names* section of a calculated column contains an unsupported character

### 2021-10-07[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* engine: fix feature importances when using AutoML (*meta\_model*)
* front: for each step, display both the configuration provided by the user and the complete configuration with default values
* front: add Stop buttons for Pipeline and each step

### 2021-10-06[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* add several new checks when uploading a new version of the configuration

### 2021-10-05[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* front: in the configuration tab of each step, add a checkbox to show the complete configuration, this means the configuration with default values added
* front: improve error message when updating the configuration

### 2021-10-04[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* front: creating a new Dataset using direct CSV upload is available when *default* Datasource is selected

### 2021-09-30[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* Runs of all types can now be deleted, it only deletes the Run and not the linked resources like Datasets or Pipelines
* configuration: add new check for calculated columns, return errors if entries in *col\_names* are already in *cols* or in *cols\_type*

### 2021-09-29[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* engine: fix Hyperparameter Tuning when using AutoML (*meta\_model*)
* generate weekly and yearly seasonality report after Preprocessing, only if *date\_col* configuration is set and *item\_id* or *pos\_id* columns are present, and skip if it takes more than 5 minutes

### 2021-09-23[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* front: add new *My Business* menu section, merge of *Forecast* and *Simulation* sections, and move this new section above *Experiment*

### 2021-09-21[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* Recurring Exports: add support for *optimization* target
* configuration: add checks when updating the configuration on algorithm related entries: *algo\_type*, *algo\_name*, and *algorithm\_parameters*

### 2021-09-15[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* add support for PostgreSQL Exports
* Google Drive connector: fetch Revision ID and Mime Type when downloading the file, store these information in the report, and display them in the web interface
* front: when downloading a CSV file, set the file name based on the name of the step or Dataset to download
* front: for Exports, prefill file or table name based on the name of the target to export

### 2021-09-08[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* add support for Google Drive Exports

### 2021-09-07[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* Experiments now have a minimal default configuration when created
* a *default* Experiment is now added when creating a new Synapp
* configuration: add check for *resampling* option

### 2021-09-06[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* front: forecast pages (Baseline, Promotion, Traffic, and Cash) now display Postprocessing results instead of Prediction, export to CSV button has also been updated

### 2021-09-03[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* front: add *status* column in Experiments page
* front: support *cloned* and *cloning* status for Datasets

### 2021-09-01[](broken://pages/6S1HB4eoKpdB5Z9XZEq3)

* add support for Exports on Optimization and Score targets
* web: support Exports for all targets, only Preprocessing was previously supported
* web: fix bug when trying to edit the Experiment configuration when the configuration is empty