Merge branch 'main' into main

.devcontainer/build/devcontainer.json

@@ -23,7 +23,7 @@
 	},
 
 	"postCreateCommand": {
-        "post_create": "bash .devcontainer/post_create_commands.sh", 
+        "post_create": "bash .devcontainer/post_create_commands.sh",
         "bashrc": "echo \"alias python=python3\" >> ~/.bashrc"
     },
 

.devcontainer/build_gpu/devcontainer.json

@@ -24,7 +24,7 @@
 	},
 
 	"postCreateCommand": {
-        "post_create": "bash .devcontainer/post_create_commands.sh", 
+        "post_create": "bash .devcontainer/post_create_commands.sh",
         "bashrc": "echo \"alias python=python3\" >> ~/.bashrc"
     },
 

.devcontainer/build_multiversion/devcontainer.json

@@ -9,7 +9,7 @@
 		"dockerfile": "../../docker/DockerfileMultiversion",
 		"context": "../..",
       "args": {
-    "fw": ["numpy/1.24.2  tensorflow/2.11.0 tensorflow/2.12.0 jax/0.4.10 jax/0.4.8"]
+    "fw": ["numpy/1.24.2 tensorflow/2.11.0 tensorflow/2.12.0 jax/0.4.10 jax/0.4.8"]
 
   }
 	},

.devcontainer/image/devcontainer.json

@@ -14,20 +14,20 @@
 	},
 
 	"postCreateCommand": {
-        "post_create": "bash .devcontainer/post_create_commands.sh", 
+        "post_create": "bash .devcontainer/post_create_commands.sh",
         "bashrc": "echo \"alias python=python3\" >> ~/.bashrc"
     },
 	"initializeCommand": "docker pull unifyai/ivy:latest",
 
 	// Use 'forwardPorts' to make a list of ports inside the container available locally.
 	// "forwardPorts": [],
-	
+
 	// Uncomment when using a ptrace-based debugger like C++, Go, and Rust
 	// "runArgs": [ "--cap-add=SYS_PTRACE", "--security-opt", "seccomp=unconfined" ],
-	
+
 	// Uncomment to use the Docker CLI from inside the container. See https://aka.ms/vscode-remote/samples/docker-from-docker.
 	// "mounts": [ "source=/var/run/docker.sock,target=/var/run/docker.sock,type=bind" ],
-	
+
 	// Uncomment to connect as a non-root user if you've added one. See https://aka.ms/vscode-remote/containers/non-root.
 	// "remoteUser": "vscode",
     "features": {

.devcontainer/image_gpu/devcontainer.json

@@ -16,20 +16,20 @@
 	"runArgs": ["--gpus","all"],
 
 	"postCreateCommand": {
-        "post_create": "bash .devcontainer/post_create_commands.sh", 
+        "post_create": "bash .devcontainer/post_create_commands.sh",
         "bashrc": "echo \"alias python=python3\" >> ~/.bashrc"
     },
 	"initializeCommand": "docker pull unifyai/ivy:latest",
-	
+
 	// Use 'forwardPorts' to make a list of ports inside the container available locally.
 	// "forwardPorts": [],
-	
+
 	// Uncomment when using a ptrace-based debugger like C++, Go, and Rust
 	// "runArgs": [ "--cap-add=SYS_PTRACE", "--security-opt", "seccomp=unconfined" ],
-	
+
 	// Uncomment to use the Docker CLI from inside the container. See https://aka.ms/vscode-remote/samples/docker-from-docker.
 	// "mounts": [ "source=/var/run/docker.sock,target=/var/run/docker.sock,type=bind" ],
-	
+
 	// Uncomment to connect as a non-root user if you've added one. See https://aka.ms/vscode-remote/containers/non-root.
 	// "remoteUser": "vscode",
     "features": {

.github/CODEOWNERS

@@ -5,7 +5,7 @@ ivy/utils/backend @VedPatwardhan @CatB1t
 ivy/utils/backend/ast_helpers.py @CatB1t
 
 # Ivy Testing
-ivy_tests/test_ivy/helpers/ @CatB1t
+ivy_tests/test_ivy/helpers/ @sherry30 @CatB1t
 ivy_tests/array_api_testing/ @aarsh2001 @hirwa-nshuti
 
 # Docs builder
@@ -16,6 +16,7 @@ docs/prebuild.sh @KareemMAX
 docs/overview/contributing/building_the_docs.rst @KareemMAX
 docs/overview/deep_dive/building_the_docs_pipline.rst @KareemMAX
 docs/_templates @KareemMAX
+docs/demos @KareemMAX
 
 # Docker
 docker/* @ricksanchezstoic

.github/pull_request_template.md

@@ -0,0 +1,31 @@
+
+<!--
+This template will help you to have a meaningful PR, please follow it and do not leave it blank.
+-->
+
+# PR Description
+
+<!--
+If there is no related issue, please add a short description about your PR.
+-->
+
+## Related Issue
+
+<!--
+Please use this format to link other issues with their numbers: Close #123
+https://docs.github.com/en/issues/tracking-your-work-with-issues/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword
+-->
+
+Close #
+
+## Checklist
+
+- [ ] Did you add a function?
+- [ ] Did you add the tests?
+- [ ] Did you follow the steps we provided?
+
+### Socials:
+
+<!--
+If you have Twitter, please provide it here otherwise just ignore this.
+-->

.github/workflows/array-api-intelligent-tests.yml

@@ -30,7 +30,7 @@ jobs:
           SSH_DEPLOY_KEY: ${{ secrets.SSH_DEPLOY_KEY }}
         run: |
           source ./ivy/clone_mapping.sh main
-          pip install pydriller pymongo 
+          pip install pydriller pymongo
           cp Mapping/tests.pbz2 ivy/
           cd ivy
           python run_tests_CLI/array_api_determine_tests.py

.github/workflows/auto-comment.yml

@@ -1,28 +1,62 @@
-name: Auto Comment
+name: Check Semantic and welcome new contributors
 
 on:
   pull_request_target:
-    types: [opened]
+    types:
+      - opened
+      - edited
+      - synchronize
+      - reopened
+  workflow_call:
+
+permissions:
+  pull-requests: write
 
 jobs:
-  auto_comment:
+  semantics:
+    name: Semantics
+    runs-on: ubuntu-latest
+    timeout-minutes: 10
+    steps:
+      - uses: amannn/[email protected]
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+  pr-compliance-checks:
+    name: PR Compliance Checks
     runs-on: ubuntu-latest
+    timeout-minutes: 10
     steps:
-      - name: Comment
-        uses: actions/github-script@v6
+      - uses: mtfoley/[email protected]
         with:
-          script: |
-            github.rest.issues.createComment({
-              issue_number: context.issue.number,
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              
-              body: `Thanks for contributing to Ivy! 😊👏
-                Here are some of the important points from our Contributing Guidelines 📝:
-                1. Feel free to ignore the \`run_tests (1)\`, \`run_tests (2)\`, … jobs, and only look at the \`display_test_results\` job. 👀 It contains the following two sections:
-                - **Combined Test Results:** This shows the results of all the ivy tests that ran on the PR. ✔️
-                - **New Failures Introduced:** This lists the tests that are passing on main, but fail on the PR Fork. Please try to make sure that there are no such tests. 💪
-                2. The \`lint / Check formatting / check-formatting\` tests check for the formatting of your code. 📜 If it fails, please check the exact error message in the logs and fix the same. ⚠️🔧
-                3. Finally, the \`test-docstrings / run-docstring-tests\` check for the changes made in docstrings of the functions. This may be skipped, as well. 📚
-                Happy coding! 🎉👨‍💻`
-            })
+          body-auto-close: false
+          protected-branch-auto-close: false
+          body-comment: >
+            ## Issue Reference
+
+            In order to be considered for merging, the pull request description must refer to a
+            specific issue number. This is described in our
+            [contributing guide](https://unify.ai/docs/ivy/overview/contributing/the_basics.html#todo-list-issues) and our PR template.
+
+            This check is looking for a phrase similar to: "Fixes #XYZ" or "Resolves #XYZ" where XYZ is the issue
+            number that this PR is meant to address.
+
+  welcome:
+    name: Welcome
+    runs-on: ubuntu-latest
+    timeout-minutes: 10
+    needs: semantics
+    if: github.event.action == 'opened'
+    steps:
+      - uses: actions/first-interaction@v1
+        with:
+          repo-token: ${{ secrets.GITHUB_TOKEN }}
+          pr-message: |-
+            Congrats on making your first Pull Request and thanks for supporting Ivy! 🎉
+            Joing the conversation in our [Discord](https://discord.com/invite/sXyFF8tDtm)
+
+            Here are some notes to understand our tests:
+            - We have merged all the tests in one file called \`display_test_results\` job. 👀 It contains the following two sections:
+              - **Combined Test Results:** This shows the results of all the ivy tests that ran on the PR. ✔️
+              - **New Failures Introduced:** This lists the tests that are passing on main, but fail on the PR Fork.
+            Please try to make sure that there are no such tests. 💪

.github/workflows/checklist_actions.yml

@@ -38,7 +38,7 @@ jobs:
           comment-id: ${{ github.event.comment.id }}
           body: ${{ steps.template.outputs.result }}
           edit-mode: replace
-  
+
   frontend_pr_commented:
     name: Frontend PR comment
     if: ${{ github.event.issue.pull_request && github.event.comment.body == 'add_frontend_checklist' }}

.github/workflows/dockerfile-multiversion-push.yml

@@ -0,0 +1,26 @@
+name: Dockerfile Mutiversion Push
+
+on:
+  schedule:
+    - cron: '0 0 * * *'
+  workflow_dispatch:
+
+jobs:
+
+  build:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout Ivy 🛎
+        uses: actions/checkout@v3
+
+      - name: Login to Docker Hub
+        uses: docker/login-action@v2
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+
+      - name: Build and push Dockerfile
+        run: |
+          docker build --progress=plain --no-cache -t unifyai/multiversion:latest -f docker/DockerfileMultiversion .
+          docker push unifyai/multiversion:latest

.github/workflows/dockerfile-push.yml

@@ -13,7 +13,7 @@ jobs:
     runs-on: ubuntu-20.04
 
     steps:
-    - 
+    -
       name: Checkout 🛎 Ivy
       uses: actions/checkout@v3
 

.github/workflows/intelligent-tests.yml

@@ -63,7 +63,7 @@ jobs:
           SSH_DEPLOY_KEY: ${{ secrets.SSH_DEPLOY_KEY }}
         run: |
           source ./ivy/clone_mapping.sh master${{ matrix.branch }}
-          pip install pydriller pymongo 
+          pip install pydriller pymongo
           cp Mapping/tests.pbz2 ivy/
           cd ivy
           mkdir .ivy

.github/workflows/manual-tests-pr.yml

@@ -34,7 +34,7 @@ jobs:
            mkdir .ivy
            touch .ivy/key.pem
            echo -n ${{ secrets.USER_API_KEY }} > .ivy/key.pem
-           python setup_tests.py ${{ github.event.inputs.test }} 
+           python setup_tests.py ${{ github.event.inputs.test }}
            python run_tests_pr.py new_failures.txt
          continue-on-error: true
 

.github/workflows/manual-tests.yml

@@ -52,7 +52,7 @@ jobs:
           mkdir .ivy
           touch .ivy/key.pem
           echo -n ${{ secrets.USER_API_KEY }} > .ivy/key.pem
-          python3 setup_tests.py ${{ github.event.inputs.test }} 
+          python3 setup_tests.py ${{ github.event.inputs.test }}
           python3 run_tests.py ${{ secrets.REDIS_CONNECTION_URL }} ${{ secrets.REDIS_PASSWORD }} ${{ secrets.MONGODB_PASSWORD }} 'false' ${{ github.event.inputs.gpu }} ${{ github.run_id }} 'false' ${{ steps.jobs.outputs.html_url }}
         continue-on-error: true
 
@@ -86,7 +86,7 @@ jobs:
           mkdir .ivy
           touch .ivy/key.pem
           echo -n ${{ secrets.USER_API_KEY }} > .ivy/key.pem
-          python setup_tests.py "${{ github.event.inputs.test }}" 
+          python setup_tests.py "${{ github.event.inputs.test }}"
           python run_tests.py ${{ secrets.REDIS_CONNECTION_URL }} ${{ secrets.REDIS_PASSWORD }} ${{ secrets.MONGODB_PASSWORD }} ${{ github.event.inputs.version}} 'false' ${{ github.run_id }} 'false' ${{ steps.jobs.outputs.html_url }}
         continue-on-error: true
 

.github/workflows/synchronize-db.yml

@@ -0,0 +1,22 @@
+name: Synchronize DB
+on:
+  workflow_dispatch:
+permissions:
+  actions: read
+jobs:
+  synchronize-db:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout Ivy 🛎
+        uses: actions/checkout@v3
+        with:
+          path: ivy
+          persist-credentials: false
+          submodules: "recursive"
+          fetch-depth: 1
+
+      - name: Synchronize DB
+        run: |
+          pip install pymongo
+          cd ivy
+          python run_tests_CLI/synchronize_db.py ${{ secrets.MONGODB_PASSWORD }}

.gitmodules

@@ -2,3 +2,6 @@
 [submodule "ivy_tests/array_api_testing/test_array_api"]
 	path = ivy_tests/array_api_testing/test_array_api
 	url = https://github.com/data-apis/array-api-tests.git
+[submodule "docs/demos"]
+	path = docs/demos
+	url = https://github.com/unifyai/demos.git

.pre-commit-config.yaml

@@ -1,13 +1,19 @@
 repos:
-  - repo: https://github.com/psf/black
-    rev: 23.7.0
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v4.4.0
+    hooks:
+      - id: check-yaml
+      - id: trailing-whitespace
+      - id: check-toml
+  - repo: https://github.com/psf/black-pre-commit-mirror
+    rev: 23.9.1
     hooks:
       - id: black
         language_version: python3
         args:
           - "--preview"
   - repo: https://github.com/PyCQA/autoflake
-    rev: v2.2.0
+    rev: v2.2.1
     hooks:
       - id: autoflake
   - repo: https://github.com/pycqa/flake8
@@ -25,3 +31,7 @@ repos:
       - id: pydocstyle
         # Exclude everything in frontends except __init__.py, and func_wrapper.py
         exclude: 'ivy/functional/(frontends|backends)/(?!.*/func_wrapper\.py$).*(?!__init__\.py$)'
+  - repo: https://github.com/unifyai/lint-hook
+    rev: 2ea80bc854c7f74b09620151028579083ff92ec2
+    hooks:
+      - id: ivy-lint

LICENSE

@@ -174,9 +174,9 @@ Copyright 2021 The Ivy Authors.  All rights reserved.
       defend, and hold each Contributor harmless for any liability
       incurred by, or claims asserted against, such Contributor by reason
       of your accepting any such warranty or additional liability.
-      
-   10. The software in this directory and its subdirectories is licensed under the Apache License, 
-       Version 2.0, except for the software contained within the ivy/compiler directory, 
+
+   10. The software in this directory and its subdirectories is licensed under the Apache License,
+       Version 2.0, except for the software contained within the ivy/compiler directory,
        which is subject to the license set forth in the LICENSE file located within that directory.
 
    END OF TERMS AND CONDITIONS