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0309ba2
Added inline swagger-php annotations to bootstrap methods.
mwever Feb 7, 2020
d821c29
Re-arranged some of the api annotations to the bootstrap methods.
mwever Feb 7, 2020
2b8f5ba
Added swagger-php docs for schemas used as responses in the API.
mwever Feb 7, 2020
f8ae5dc
Merge remote-tracking branch 'remotes/origin/develop' into mwever/imp…
mwever Feb 7, 2020
0587c72
data edit api
sahithyaravi May 13, 2020
178aa2d
Moved annotations from the bootstrap to the respective methods respon…
mwever Jul 8, 2020
cc278af
Fixed issues with doctrine. Now all the annotations get compiled corr…
mwever Jul 8, 2020
e7212d8
Fixed issues with schemas and properties with array types requiring a…
mwever Jul 8, 2020
26d0501
Fixed issue with tasktype API description.
mwever Jul 8, 2020
88204b4
Added bash/bat scripts for linux and windows respectively to generate…
mwever Jul 9, 2020
74b8c57
Added server specs and info description to the annotations.
mwever Jul 10, 2020
cf9d285
Removed API key parameters from GET methods, replaced overall descrip…
mwever Jul 10, 2020
65b6501
Repaired the code which got screwed up during merging develop into th…
mwever Jul 10, 2020
bd8a496
support edit parameters via xml
sahithyaravi Jul 10, 2020
d8b82ed
Merge pull request #1054 from openml/master
joaquinvanschoren Jul 10, 2020
bcc97b8
Merge pull request #1044 from openml/data_edit_api
joaquinvanschoren Jul 10, 2020
bf75dae
Added python script for filtering out unused OpenAPI schemas.
mwever Jul 10, 2020
ecfb5aa
Added swagger json and yaml file.
mwever Jul 15, 2020
f13eeba
support non-owner edtis and sensitive field edits
sahithyaravi Aug 7, 2020
7ccea2f
fork and edit api
sahithyaravi Aug 12, 2020
20af4d6
template
sahithyaravi Aug 12, 2020
413df41
Merge pull request #1058 from openml/improve_edit_api
joaquinvanschoren Aug 18, 2020
afdb564
Update Api_data.php
sahithyaravi Aug 18, 2020
00a9908
latest version
sahithyaravi Aug 18, 2020
2a3a1bc
Merge branch 'improve_edit_api' into develop
sahithyaravi Aug 18, 2020
b450f33
tag_untag functions are now left out for tasks and runs. Instead with…
mwever Aug 18, 2020
e2fa4e9
Added some documentation for the OpenAPI specification generation and…
mwever Aug 18, 2020
bc01741
Merge pull request #1038 from openml/mwever/improvement/inline-swagge…
joaquinvanschoren Aug 18, 2020
7d479ff
type cast query
sahithyaravi Sep 3, 2020
ef804ba
Update body.php
joaquinvanschoren Sep 24, 2020
02240ad
update hackathon date and link
joaquinvanschoren Oct 5, 2020
9a3c752
added info on metal challenge
janvanrijn Oct 5, 2020
5233661
html error fix
janvanrijn Oct 14, 2020
0f0fdab
index data
sahithyaravi Oct 28, 2020
280ede3
Merge pull request #1069 from openml/elastic_update_edit_api
sahithyaravi Oct 28, 2020
a6d7a33
Link to contributing guide in docs
HeidiSeibold Oct 29, 2020
e22049d
Merge pull request #1070 from openml/HeidiSeibold-contributing
joaquinvanschoren Oct 29, 2020
9c43e88
add local changes
Oct 29, 2020
4ce6e2f
Merge branch 'develop' of https://github.com/openml/OpenML into develop
Oct 30, 2020
c66e2ec
script update
Nov 16, 2020
c9f4bc2
simplify reset script
Nov 17, 2020
09c77ce
add topic and delete topic apis (+1 squashed commits)
sahithyaravi Nov 16, 2020
46cfaf1
Merge pull request #1079 from openml/add_delete_topic_apis
sahithyaravi Jan 5, 2021
01ba895
change write model
sahithyaravi Jan 8, 2021
e3301ff
Update Api_data.php
sahithyaravi Jan 8, 2021
35b0be3
add type to es
sahithyaravi Jan 11, 2021
823603f
Merge branch 'develop' of https://github.com/openml/OpenML into develop
sahithyaravi Jan 11, 2021
4336aed
added debug_xsd option (#1086)
janvanrijn Jan 11, 2021
f8cfc4b
fix sql error
sahithyaravi Jan 11, 2021
532fd14
Merge branch 'develop' of https://github.com/openml/OpenML into develop
Feb 9, 2021
23485a5
topic return id
sahithyaravi Feb 14, 2021
641df79
Merge branch 'develop' of https://github.com/openml/OpenML into develop
Feb 14, 2021
1683058
update api data
sahithyaravi Feb 14, 2021
e07b430
Merge branch 'develop' of https://github.com/openml/OpenML into develop
Feb 14, 2021
8764d33
return first and last name
sahithyaravi Feb 15, 2021
6101a2d
Merge branch 'develop' of https://github.com/openml/OpenML into develop
Feb 15, 2021
a2db94b
Minio support (#1089)
prabhant Feb 18, 2021
d07b10b
minor fix
prabhant Feb 18, 2021
60a52f8
Merge pull request #1091 from openml/minor-fix
prabhant Feb 18, 2021
296b2eb
Description versioning (#1088)
sahithyaravi Feb 22, 2021
d9a9f63
adds relevant run arff prediction files (#1094)
janvanrijn Apr 15, 2021
0ae656d
Merge branch 'develop' of https://github.com/openml/OpenML into develop
Apr 26, 2021
6eed128
add description version
sahithyaravi Apr 28, 2021
1552a4d
Update body.php
joaquinvanschoren Apr 28, 2021
8049043
xsd update
sahithyaravi May 17, 2021
b9106ff
add description version (#1098)
sahithyaravi May 17, 2021
038e9e5
add run details (#1102)
sahithyaravi May 19, 2021
ca235d0
Merge branch 'develop' of https://github.com/openml/OpenML into develop
May 25, 2021
5cbbf4c
es fix
sahithyaravi May 28, 2021
5410be9
Merge remote-tracking branch 'origin/develop' into description_versio…
sahithyaravi May 28, 2021
ea2faa4
FIX
sahithyaravi May 28, 2021
a7a31cd
Merge pull request #1106 from openml/description_version_add
joaquinvanschoren May 29, 2021
045f57a
fix
sahithyaravi May 29, 2021
c4827c0
Merge branch 'description_version_add' into develop
sahithyaravi May 29, 2021
fc2822b
Merge branch 'develop' of https://github.com/openml/OpenML into develop
May 29, 2021
eff5a32
Remove minio_url
sahithyaravi Jul 5, 2021
feb1b1f
minio api changes
sahithyaravi Jul 5, 2021
8d30934
size checks (+1 squashed commits)
sahithyaravi Jul 6, 2021
6530f9d
updated eval engine
janvanrijn Aug 12, 2021
c6742a5
Merge branch 'develop' of https://github.com/openml/OpenML into develop
Aug 12, 2021
0aef6e3
Elasticsearch update for task collections
joaquinvanschoren Aug 13, 2021
d162bdc
Merge branch 'develop' of https://github.com/openml/OpenML into develop
Aug 13, 2021
21f6188
return deprecation error for tasks with custom test sets
joaquinvanschoren Aug 13, 2021
f68031a
Merge branch 'develop' of https://github.com/openml/OpenML into develop
Aug 13, 2021
6714904
ES update for run collections
joaquinvanschoren Aug 13, 2021
b708cd4
Temporary fix for data reset
joaquinvanschoren Aug 19, 2021
7f9d70d
added database key
janvanrijn Aug 20, 2021
ce83542
changed data collation database
janvanrijn Aug 20, 2021
571558d
Merge branch 'develop' of https://github.com/openml/OpenML into develop
Aug 23, 2021
9bd81db
Merge branch 'develop' of https://github.com/openml/OpenML into develop
joaquinvanschoren Aug 25, 2021
081b6b3
Merge branch 'develop' of https://github.com/openml/OpenML into develop
Aug 25, 2021
e4bbaf7
Add files via upload
joaquinvanschoren Sep 17, 2021
796f136
Add files via upload
joaquinvanschoren Sep 17, 2021
95bcdc6
Merge branch 'develop' of https://github.com/openml/OpenML into develop
Sep 17, 2021
bf0b662
Delete OpenMLLogo.png
joaquinvanschoren Sep 17, 2021
fc27075
Add files via upload
joaquinvanschoren Sep 17, 2021
c1b9b7b
Merge branch 'develop' of https://github.com/openml/OpenML into develop
Sep 17, 2021
28ce51b
Create LICENSE
joaquinvanschoren Sep 24, 2021
60c10fb
Rename license.txt to CI_license.txt
joaquinvanschoren Sep 24, 2021
ae269bf
Delete CI_license.txt
joaquinvanschoren Sep 24, 2021
469710f
Update news links. Add link to new website.
joaquinvanschoren Dec 7, 2021
49e4621
ES tweak
joaquinvanschoren Jan 26, 2022
933e583
resolve conflict
Jan 26, 2022
a782b6e
Merge branch 'develop' of https://github.com/openml/OpenML into develop
Jan 26, 2022
eb4fbb0
ES update
joaquinvanschoren Jan 26, 2022
a62cd4e
Merge branch 'develop' of https://github.com/openml/OpenML into develop
Jan 26, 2022
c879095
Merge pull request #1099 from openml/joaquinvanschoren-patch-7
joaquinvanschoren Mar 1, 2022
656a1e3
minio link support
prabhant Mar 4, 2022
194582c
Merge pull request #1138 from openml/parquet-download
joaquinvanschoren Mar 8, 2022
7dc1a42
Merge branch 'develop' of https://github.com/openml/OpenML into develop
Mar 8, 2022
a17c2f3
oml os changes
prabhant Mar 8, 2022
e6190ae
Merge pull request #1139 from openml/parquet-download
prabhant Mar 8, 2022
6ca2160
Merge branch 'develop' of https://github.com/openml/OpenML into develop
Mar 8, 2022
ef045f3
rename
prabhant Mar 8, 2022
ebae41e
Merge pull request #1140 from openml/parquet-download
prabhant Mar 8, 2022
df2b8f0
Merge branch 'develop' of https://github.com/openml/OpenML into develop
Mar 8, 2022
b0b1766
skis minio url for sparse arff
joaquinvanschoren Apr 6, 2022
220efd1
Merge branch 'develop' of https://github.com/openml/OpenML into develop
Apr 6, 2022
c174961
Update .htaccess
joaquinvanschoren Aug 18, 2022
cd64fde
cleanup
joaquinvanschoren Aug 18, 2022
8043e7f
Merge branch 'develop' of https://github.com/openml/OpenML into develop
joaquinvanschoren Aug 18, 2022
957f8f6
fix in data fork
Oct 21, 2022
9fbff81
fix for CORS
Oct 21, 2022
f1b6630
CORS fix
Oct 21, 2022
dd472a7
merging Api_data
Oct 21, 2022
e6d720f
merging ES
Oct 21, 2022
5bfae59
Merge branch 'develop' of https://github.com/openml/OpenML into develop
Oct 21, 2022
92208cb
updated PHP and ES
Oct 21, 2022
efec162
minio_url to parquet_url rename
Oct 21, 2022
39d8ca0
ES update
Oct 21, 2022
8899f87
update
Oct 21, 2022
9181f73
set htaccess back to development state (?)
janvanrijn Nov 17, 2022
6c184db
Revert "set htaccess back to development state (?)"
janvanrijn Nov 17, 2022
5603aa4
Merge branch 'develop' of https://github.com/openml/OpenML into develop
Nov 17, 2022
031dd12
Develop with changes (#1172)
janvanrijn Nov 18, 2022
608db53
Revert "Develop with changes (#1172)" (#1173)
janvanrijn Nov 18, 2022
1ddbc5b
added active testing (#1183)
janvanrijn Feb 22, 2023
3be62c7
extends eval engine to work with additional task type active learning…
janvanrijn Feb 28, 2023
c19c9b9
Update README.md
joaquinvanschoren Apr 19, 2023
53b6b8a
Add qa tasktype (#1193)
janvanrijn Jun 15, 2023
e271799
Merge branch 'develop' of https://github.com/openml/OpenML into develop
Jul 17, 2023
858b9d4
adds default task to test server reinstantiation (#1195)
janvanrijn Jul 17, 2023
cbcacb1
Merge branch 'develop' of https://github.com/openml/OpenML into develop
Aug 24, 2023
4bd2b6b
Point .pq files to datasets bucket
josvandervelde Jan 4, 2024
03ca939
Merge pull request #1203 from openml/feature/new_pq_buckets
joaquinvanschoren Jan 4, 2024
4d60b8f
Update to dataset description in test server, remove old minio_url field
Jan 8, 2024
31ffd88
Update to new parquet file structure
Jan 8, 2024
957a0c4
fix of database table for large files
janvanrijn Jul 7, 2023
4276446
Merge pull request #1194 from openml/filesize_bigint
PGijsbers Jan 8, 2024
e6c2982
Updated the dependencies (vendor) and removed it from gitignore
josvandervelde Jan 9, 2024
2295354
added sanitization
janvanrijn Nov 23, 2023
5bd3505
Merge pull request #1210 from openml/sanitize_tag_input_fix
LennartPurucker Jan 10, 2024
ca6acdc
Add feature description (#1142)
janvanrijn Jan 10, 2024
e8ef77b
adds feature description
janvanrijn Jan 10, 2024
26ee04d
reindexes es entry
janvanrijn Jan 10, 2024
9f9c171
Merge pull request #1206 from openml/feature/update-dependencies
joaquinvanschoren Jan 11, 2024
1739db8
Don't serve parquet from test server as they point to production
PGijsbers Jan 11, 2024
a7b6197
PhP docker file
josvandervelde Jan 11, 2024
dad10ae
Merge pull request #1212 from openml/feature/dockerfile
PGijsbers Jan 12, 2024
ff1cb5d
Add comment explaining when to remove BASE_URL hack
PGijsbers Jan 12, 2024
d2f1cab
Merge pull request #1211 from openml/no_pq_on_test
PGijsbers Jan 12, 2024
0425d31
evaluation of output_data cannot be accessed using brackets
josvandervelde Sep 6, 2024
4fc28c7
Formatting
josvandervelde Sep 6, 2024
9a65217
Merge pull request #1217 from openml/bugfix/api-runs-for-java-tests
josvandervelde Sep 8, 2024
71f55a2
added missing templates and examples
joaquinvanschoren Oct 15, 2024
6985481
Make sure generating splits, using the evaluation engine, works in do…
josvandervelde Oct 17, 2024
9ad4133
Update the evaluation engine JAR
josvandervelde Oct 17, 2024
97e13b8
Merge pull request #1218 from openml/feature/docker-fixes
josvandervelde Oct 25, 2024
0d95b11
Github action to publish docker image for every new version tag
josvandervelde Nov 10, 2024
0ab2695
Merge pull request #1219 from openml/feature/github-action-publish-do…
josvandervelde Nov 15, 2024
a7d07c1
Removed dev_ prefix from release_docker.yaml
josvandervelde Nov 15, 2024
8d7fb83
Add kaggle links to indexer
joaquinvanschoren Dec 7, 2024
2e328f6
bulk indexing with kaggle links
joaquinvanschoren Dec 7, 2024
88f3292
Allow the docker user to write logs
josvandervelde Jun 20, 2025
0e56918
Merge pull request #1228 from openml/bugfix/docker_writing_logs
josvandervelde Jun 20, 2025
4fe436b
don't index emails
joaquinvanschoren Jun 28, 2025
55eaa39
Update evaluation engine
josvandervelde Nov 14, 2025
acfaa61
Small improvements in error handling
josvandervelde Nov 14, 2025
fdef17e
Merge pull request #1234 from openml/feature/update-evaluation-engine…
josvandervelde Nov 14, 2025
6e266c2
Resolved merge conflicts between master and develop in favour of develop
josvandervelde Nov 14, 2025
a9002aa
Added the correct jar now, with depenencies
josvandervelde Nov 15, 2025
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64 changes: 64 additions & 0 deletions .github/workflows/release_docker.yaml
Original file line number Diff line number Diff line change
@@ -0,0 +1,64 @@
name: release-docker

on:
workflow_dispatch:
push:
tags:
- 'v*'

concurrency:
group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
cancel-in-progress: true

jobs:

docker:

runs-on: ubuntu-latest

steps:
- name: Set up QEMU
uses: docker/setup-qemu-action@v3

- name: Set up Docker Buildx
uses: docker/setup-buildx-action@v3

- name: Login to DockerHub
if: github.event_name != 'pull_request'
uses: docker/login-action@v3
with:
username: ${{ secrets.DOCKERHUB_USERNAME }}
password: ${{ secrets.DOCKERHUB_TOKEN }}

- name: Check out the repo
uses: actions/checkout@v4

- name: Extract metadata (tags, labels) for Docker Hub
id: meta_dockerhub
uses: docker/metadata-action@v5
with:
images: "openml/php-rest-api"

- name: Build and push
id: docker_build
uses: docker/build-push-action@v6
with:
context: .
file: docker/Dockerfile
tags: ${{ steps.meta_dockerhub.outputs.tags }}
labels: ${{ steps.meta_dockerhub.outputs.labels }}
platforms: linux/amd64,linux/arm64
push: ${{ github.event_name == 'push' }}

- name: Update repo description
if: ${{ startsWith(github.ref, 'refs/tags/v') }}
uses: peter-evans/dockerhub-description@v4
with:
username: ${{ secrets.DOCKERHUB_USERNAME }}
password: ${{ secrets.DOCKERHUB_TOKEN }}
repository: openml/php-rest-api
short-description: "PHP rest api for OpenML."
readme-filepath: ./docker/README.md

- name: Image digest
run: echo ${{ steps.docker_build.outputs.digest }}
4 changes: 3 additions & 1 deletion .gitignore
Original file line number Diff line number Diff line change
Expand Up @@ -3,5 +3,7 @@ data/*
openml_OS/config/BASE_CONFIG.php
openml_OS/third_party/OpenML/Java/old-evaluate.jar
docs/site/
*.icloud
*.DS_store
openml_OS/vendor/
openapi/vendor/
openapi/vendor/
22 changes: 12 additions & 10 deletions .htaccess
Original file line number Diff line number Diff line change
@@ -1,19 +1,21 @@
RewriteEngine on
RewriteEngine On
RewriteCond %{REQUEST_FILENAME} !-f
RewriteCond %{REQUEST_FILENAME} !-d
RewriteRule ^(.*)$ index.php/$0 [L]

# TODO: specific for main instance of OpenML site. Should do something better
RewriteCond %{HTTP_HOST} ^api_new.openml.org
RewriteRule ^(.*)$ http://www.openml.org/api_new/$1 [L,P]
#RewriteCond %{HTTP_HOST} ^api_new.openml.org
#RewriteRule ^(.*)$ http://www.openml.org/api_new/$1 [L,P]

RewriteCond %{HTTPS_HOST} ^api_new.openml.org
RewriteRule ^(.*)$ https://www.openml.org/api_new/$1 [L,P]

RewriteCond $1 !^(questions|SWF|img|docs|downloads|GFX|favicon\.ico|tiny_mce|index\.php|js|css|robots\.txt)
RewriteRule ^(.*)$ index.php/$1 [L]
#RewriteCond %{HTTPS_HOST} ^api_new.openml.org
#RewriteRule ^(.*)$ https://www.openml.org/api_new/$1 [L,P]

#RewriteCond $1 !^(questions|SWF|img|docs|downloads|GFX|favicon\.ico|tiny_mce|index\.php|js|css|robots\.txt)
#RewriteRule ^(.*)$ index.php/$1 [L]

RedirectMatch 301 ^/?$ http://api.openml.org/home

<IfModule mod_headers.c>
SetEnvIfNoCase Origin "https?://(www\.)?(openml\.org|staging\.openml\.org)(:\d+)?$" ACAO=$0
Header set Access-Control-Allow-Origin %{ACAO}e env=ACAO
Header set Access-Control-Allow-Origin "*"
Header set Access-Control-Allow-Headers "Origin, X-Requested-With, Content-Type, Accept"
</IfModule>
28 changes: 3 additions & 25 deletions CONTRIBUTING.md
Original file line number Diff line number Diff line change
@@ -1,29 +1,7 @@
### Project vision
We want to make machine learning and data analysis **simple**, **accessible**, **collaborative** and **open** with an optimal **division of labour** between computers and humans.

### Want to get involved?
Awesome, we're happy to have you! :tada:

OpenML is dependent on the community. If you want to help, please email us (openmlHQ@googlegroups.com). If you feel already comfortable you can help by opening issues or make a pull request on GitHub. We also have regular workshops you can join (they are announced on openml.org).

### Who are we?
We are a group of friendly people who are excited about open science and machine learning. A list of people currently involved can be found [here](https://www.openml.org/contact).

### We need help!
We are currently looking for help with:
* User feedback (best via GitHub issues, but email is also fine)
* Frontend / UX / Design of the website
* Backend / API
* Outreach / making OpenML better known (especially in non-ML-communities, where people have data but no analysis expertise)
* Helping with the APIs ([Python](https://openml.github.io/OpenML/Python-start/), [R](https://openml.github.io/OpenML/R-guide/), [Java](https://openml.github.io/OpenML/Java-guide/) and [.Net](https://openml.github.io/OpenML/NET-API/); find the links to GitHub repos [here](https://github.com/openml/OpenML/wiki))
* Helping with the integration of machine learning libraries ([WEKA](https://www.openml.org/#WEKA), [MOA](https://www.openml.org/#plugin_moa), [MLR](https://openml.github.io/OpenML/mlr/), find the links to GitHub repos [here](https://github.com/openml/OpenML/wiki))
* Helping with documenting the interfaces or the API
* What could we do better to get new users started? Help us to figure out what is difficult to understand about OpenML. If you *are* a new user, you are the perfect person for this!

### Beginner issues
Check out the issues labeled [Good first issue](https://github.com/issues?q=is%3Aopen+is%3Aissue+user%3Aopenml++label%3A%22Good+first+issue%22+) or [help wanted](https://github.com/issues?q=is%3Aopen+is%3Aissue+user%3Aopenml++label%3A%22help+wanted%22+)
Awesome, we're happy to have you! :star2: :tada: :clap:

### Change the world
If you have your own ideas on how you want to contribute, please [get in touch](https://github.com/openml/OpenML/wiki/Communication-Channels)! We are very friendly and open to new ideas :wink:
:point_right: Check out our contributing guide in
the [OpenML docs](https://docs.openml.org/Contributing/).


29 changes: 29 additions & 0 deletions LICENSE
Original file line number Diff line number Diff line change
@@ -0,0 +1,29 @@
BSD 3-Clause License

Copyright (c) 2014-2021, OpenML
All rights reserved.

Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are met:

1. Redistributions of source code must retain the above copyright notice, this
list of conditions and the following disclaimer.

2. Redistributions in binary form must reproduce the above copyright notice,
this list of conditions and the following disclaimer in the documentation
and/or other materials provided with the distribution.

3. Neither the name of the copyright holder nor the names of its
contributors may be used to endorse or promote products derived from
this software without specific prior written permission.

THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
2 changes: 1 addition & 1 deletion README.md
Original file line number Diff line number Diff line change
Expand Up @@ -26,7 +26,7 @@ Want to learn about OpenML or get involved? Please do and [get in touch](openmlH
- The OpenML [Documentation page](https://openml.github.io/OpenML/) gives an introduction in details and features, as well as
- OpenML's different [APIs](https://openml.github.io/OpenML/APIs) and [integrations](https://openml.github.io/OpenML/sklearn/) so that everyone can work with their favorite tool.
- How to contribute: https://github.com/openml/OpenML/blob/master/CONTRIBUTING.md
- Citation and Honor Code: http://openml.org/cite
- Citation and Honor Code: https://www.openml.org/terms
- Communication / Contact: https://github.com/openml/OpenML/wiki/Communication-Channels

OpenML is an online machine learning platform for sharing and organizing data, machine learning algorithms and experiments. It is designed to create a frictionless, networked ecosystem, that you can readily integrate into your existing processes/code/environments, allowing people all over the world to collaborate and build directly on each other’s latest ideas, data and results, irrespective of the tools and infrastructure they happen to use.
Expand Down
9 changes: 9 additions & 0 deletions data/sql/data_feature.sql
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@@ -0,0 +1,9 @@
INSERT INTO `data_feature` (`did`, `index`, `evaluation_engine_id`, `name`, `data_type`, `is_target`, `is_row_identifier`, `is_ignore`, `NumberOfDistinctValues`, `NumberOfUniqueValues`, `NumberOfMissingValues`, `NumberOfIntegerValues`, `NumberOfRealValues`, `NumberOfNominalValues`, `NumberOfValues`, `MaximumValue`, `MinimumValue`, `MeanValue`, `StandardDeviation`, `ClassDistribution`) VALUES
(11, 0, 1, 'buying', 'nominal', 'false', 'false', 'false', 4, 0, 0, 1728, 0, '4', 1728, NULL, NULL, NULL, NULL, '[[\"vhigh\",\"high\",\"med\",\"low\"],[[360, 72, 0, 0],[324, 108, 0, 0],[268, 115, 23, 26],[258, 89, 46, 39]]]'),
(11, 1, 1, 'maint', 'nominal', 'false', 'false', 'false', 4, 0, 0, 1728, 0, '4', 1728, NULL, NULL, NULL, NULL, '[[\"vhigh\",\"high\",\"med\",\"low\"],[[360, 72, 0, 0],[314, 105, 0, 13],[268, 115, 23, 26],[268, 92, 46, 26]]]'),
(11, 2, 1, 'doors', 'nominal', 'false', 'false', 'false', 4, 0, 0, 1728, 0, '4', 1728, NULL, NULL, NULL, NULL, '[[\"2\",\"3\",\"4\",\"5more\"],[[326, 81, 15, 10],[300, 99, 18, 15],[292, 102, 18, 20],[292, 102, 18, 20]]]'),
(11, 3, 1, 'persons', 'nominal', 'false', 'false', 'false', 3, 0, 0, 1728, 0, '3', 1728, NULL, NULL, NULL, NULL, '[[\"2\",\"4\",\"more\"],[[576, 0, 0, 0],[312, 198, 36, 30],[322, 186, 33, 35]]]'),
(11, 4, 1, 'lug_boot', 'nominal', 'false', 'false', 'false', 3, 0, 0, 1728, 0, '3', 1728, NULL, NULL, NULL, NULL, '[[\"small\",\"med\",\"big\"],[[450, 105, 21, 0],[392, 135, 24, 25],[368, 144, 24, 40]]]'),
(11, 5, 1, 'safety', 'nominal', 'false', 'false', 'false', 3, 0, 0, 1728, 0, '3', 1728, NULL, NULL, NULL, NULL, '[[\"low\",\"med\",\"high\"],[[576, 0, 0, 0],[357, 180, 39, 0],[277, 204, 30, 65]]]'),
(11, 6, 1, 'class', 'nominal', 'true', 'false', 'false', 4, 0, 0, 1728, 0, '4', 1728, NULL, NULL, NULL, NULL, '[[\"unacc\",\"acc\",\"good\",\"vgood\"],[[1210, 0, 0, 0],[0, 384, 0, 0],[0, 0, 69, 0],[0, 0, 0, 65]]]')

5 changes: 5 additions & 0 deletions data/sql/data_feature_description.sql
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INSERT INTO `data_feature_description` (`did`, `index`, `uploader`, `date`, `description_type`, `value`) VALUES
(11, 2, 1, '2024-01-09 13:15:36', 'ontology', 'https://en.wikipedia.org/wiki/Car_door'),
(11, 2, 1, '2024-01-09 13:15:36', 'ontology', 'https://en.wikipedia.org/wiki/Door'),
(11, 1, 1, '2024-01-09 13:23:18', 'ontology', 'https://en.wikipedia.org/wiki/Service_(motor_vehicle)'),
(11, 3, 1, '2024-01-09 13:24:18', 'ontology', 'https://en.wikipedia.org/wiki/Passenger_vehicles_in_the_United_States');
26 changes: 26 additions & 0 deletions data/sql/data_feature_value.sql
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INSERT INTO `data_feature_value` (`did`, `index`, `value`) VALUES
(11, 0, 'high'),
(11, 0, 'low'),
(11, 0, 'med'),
(11, 0, 'vhigh'),
(11, 1, 'high'),
(11, 1, 'low'),
(11, 1, 'med'),
(11, 1, 'vhigh'),
(11, 2, '2'),
(11, 2, '3'),
(11, 2, '4'),
(11, 2, '5more'),
(11, 3, '2'),
(11, 3, '4'),
(11, 3, 'more'),
(11, 4, 'big'),
(11, 4, 'med'),
(11, 4, 'small'),
(11, 5, 'high'),
(11, 5, 'low'),
(11, 5, 'med'),
(11, 6, 'acc'),
(11, 6, 'good'),
(11, 6, 'unacc'),
(11, 6, 'vgood');
2 changes: 2 additions & 0 deletions data/sql/data_processed.sql
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INSERT INTO `data_processed` (`did`, `evaluation_engine_id`, `user_id`, `processing_date`, `error`, `warning`, `num_tries`) VALUES
(11, 1, 1, '2024-01-09 18:02:58', NULL, NULL, 1);
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