Merge pull request #1 from unifyai/main

updating my fork

.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"
     },
 
@@ -59,4 +59,3 @@
 		}
     }
 }
-

.devcontainer/build_apple_silicon/devcontainer.json

@@ -0,0 +1,61 @@
+// For format details, see https://aka.ms/devcontainer.json. For config options, see the README at:
+// https://github.com/microsoft/vscode-dev-containers/tree/v0.236.0/containers/docker-existing-dockerfile
+{
+	"name": "Ivy Apple Silicon Development Environment (build)",
+
+	"build": {
+		"dockerfile": "../../docker/DockerfileAppleSilicon",
+		"context": "../..",
+		"args": {
+      "pycon": ["3.10"]
+    }
+	},
+
+	"customizations": {
+		"vscode": {
+			"extensions": [
+				"ms-python.python"
+			],
+			"settings": {
+				"python.defaultInterpreterPath": "/opt/miniconda/envs/multienv/bin/python3"
+			}
+		}
+	},
+
+	"postCreateCommand": {
+        "post_create": "bash .devcontainer/post_create_commands.sh",
+        "bashrc": "echo \"alias python=python3\" >> ~/.bashrc"
+    },
+
+	// Use 'forwardPorts' to make a list of ports inside the container available locally.
+	// "forwardPorts": [],
+
+	// Uncomment the next line to run commands after the container is created - for example installing curl.
+
+	// 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": {
+		"ghcr.io/devcontainers/features/common-utils:2": {
+			"installZsh": true,
+			"configureZshAsDefaultShell": true,
+			"installOhMyZsh": true,
+			"upgradePackages": false
+		},
+        "ghcr.io/devcontainers/features/docker-outside-of-docker:1": {
+			"moby": true,
+			"installDockerBuildx": true,
+			"version": "20.10",
+			"dockerDashComposeVersion": "v2"
+		},
+		"ghcr.io/devcontainers/features/github-cli:1": {
+			"installDirectlyFromGitHubRelease": true,
+			"version": "latest"
+		}
+    }
+}

.devcontainer/build_gpu/devcontainer.json

@@ -2,11 +2,11 @@
 	"name": "Ivy GPU Development Environment (build)",
 
 	"build": {
-		"dockerfile": "../../docker/DockerfileGPUMultiCuda",
+		"dockerfile": "../../docker/DockerfileGPU",
 		"context": "../..",
 		"args": {
-            "IMAGE_NAME": "unifyai/multicuda",
-            "IMAGE_TAG": "base_and_requirements"
+            "IMAGE_NAME": "unifyai/ivy",
+            "IMAGE_TAG": "latest-gpu"
         }
 	},
 
@@ -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"
     },
 
@@ -59,4 +59,4 @@
 			"version": "latest"
 		}
     }
-}
+}

.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"]
 
   }
 	},
@@ -62,4 +62,3 @@
 		}
     }
 }
-

.devcontainer/image/devcontainer.json → .devcontainer/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": {
@@ -48,4 +48,4 @@
 			"version": "latest"
 		}
     }
-}
+}

.devcontainer/image_gpu/devcontainer.json

@@ -1,7 +1,7 @@
 {
 	"name": "Ivy GPU Development Environment (image)",
 
-	"image": "unifyai/multicuda:base_and_requirements",
+	"image": "unifyai/ivy:latest-gpu",
 	"customizations": {
 		"vscode": {
 			"extensions": [
@@ -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": {
@@ -50,4 +50,4 @@
 			"version": "latest"
 		}
     }
-}
+}

.devcontainer/post_create_commands.sh

@@ -8,4 +8,4 @@ python3 -m pip install pre-commit
 
 git config --global --add safe.directory /workspaces/ivy
 
-( cd /workspaces/ivy/ && pre-commit install)
+( cd /workspaces/ivy/ && pre-commit install)

.github/CODEOWNERS

@@ -13,14 +13,9 @@ docs/make_docs.sh @KareemMAX
 docs/partial_conf.py @KareemMAX
 docs/prebuild.sh @KareemMAX
 docs/overview/contributing/building_the_docs.rst @KareemMAX
-docs/overview/deep_dive/building_the_docs_pipline.rst @KareemMAX
+docs/overview/deep_dive/building_the_docs_pipeline.rst @KareemMAX
 docs/_templates @KareemMAX
-
-# Docker
-docker/* @ricksanchezstoic
-
-# Idea files
-.idea/* @Aarsh2001 @zaeemansari70
+docs/demos @KareemMAX
 
 # README
-README.rst @guillesanbri
+README.md @guillesanbri

.github/pull_request_template.md

@@ -0,0 +1,44 @@
+
+<!--
+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
+-->
+
+Closes #
+
+## Checklist
+
+- [ ] Did you add a function?
+- [ ] Did you add the tests?
+- [ ] Did you run your tests and are your tests passing?
+- [ ] Did pre-commit not fail on any check?
+- [ ] Did you follow the steps we provided?
+
+<!--
+Please mark your PR as a draft if you realise after the fact that your tests are not passing or
+that your pre-commit check has some failures.
+
+Here are some relevant resources regarding tests and pre-commit:
+
+https://unify.ai/docs/ivy/overview/deep_dive/ivy_tests.html
+https://unify.ai/docs/ivy/overview/deep_dive/formatting.html#pre-commit
+
+-->
+
+### Socials
+
+<!--
+If you have Twitter, please provide it here otherwise just ignore this.
+-->

.github/workflows/array-api-det-coverage.yml

@@ -1,11 +1,18 @@
 name: array-api-determine-test-coverage
 on:
   workflow_dispatch:
+  schedule:
+    - cron: "30 20 * * 6"
+
 permissions:
   actions: read
 jobs:
   determine_coverage:
     runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        branch: [ 1, 2, 3, 4 ]
     steps:
       - name: Checkout Ivy 🛎
         uses: actions/checkout@v2
@@ -19,7 +26,7 @@ jobs:
         run: |
           pip install pydriller tqdm
           cd ivy
-          python run_tests_CLI/array_api_det_coverage.py
+          python scripts/determine_tests/array_api_det_coverage.py ${{ matrix.branch }}
           cd ..
           mkdir tests
           cp ivy/tests.pbz2 tests/
@@ -32,6 +39,6 @@ jobs:
           source-directory: tests/
           destination-github-username: 'unifyai'
           destination-repository-name: 'Mapping'
-          user-email: [email protected]
+          user-email: [email protected]
           commit-message: Update Array API Tests Mapping
-          target-branch: master
+          target-branch: main${{ matrix.branch }}

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

@@ -1,37 +1,84 @@
 name: array-api-intelligent-tests-pr
 on:
   pull_request:
-    types: [ labeled, opened, synchronize, reopened, review_requested ]
+    types: [opened, synchronize, reopened, review_requested ]
 
 permissions:
   actions: read
+
 jobs:
+  display_test_results:
+    if: ${{ always() }}
+    runs-on: ubuntu-latest
+    needs:
+      - run_tests
+
+    steps:
+      - name: Download all test results
+        uses: actions/download-artifact@v3
+
+      - name: Combined Test Results
+        run: |
+          find . -name "test_results_*.txt" -exec cat {} + > combined_test_results.txt
+          echo "Test results summary:"
+          cat combined_test_results.txt
+
+      - name: New Failures Introduced
+        run: |
+          find . -name "new_failures_*.txt" -exec cat {} + > combined_failures.txt
+          if [ -s combined_failures.txt ]
+          then
+              echo "This PR introduces the following new failing tests:"
+              cat combined_failures.txt
+          else
+              echo "This PR does not introduce any new test failures! Yippee!"
+          fi
+
   run_tests:
     runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        branch: [ 1, 2, 3, 4 ]
+
     steps:
       - name: Checkout Ivy 🛎
-        uses: actions/checkout@v2
+        uses: actions/checkout@v3
         with:
           path: ivy
           persist-credentials: false
           submodules: "recursive"
           fetch-depth: 100
 
-      - name: Determine Tests
+      - name: Get Job URL
+        uses: Tiryoh/gha-jobid-action@v0
+        id: jobs
+        with:
+          github_token: ${{ secrets.GITHUB_TOKEN }}
+          job_name: ${{ github.job }}
+
+      - name: Determine and Run Tests
         run: |
-          git clone -b master https://github.com/unifyai/Mapping.git --depth 1
+          git clone -b main${{ matrix.branch }} https://github.com/unifyai/Mapping.git --depth 1
           pip install pydriller
           cp Mapping/tests.pbz2 ivy/
           cd ivy
-          python run_tests_CLI/array_api_determine_tests.py
+          python scripts/determine_tests/array_api_determine_tests.py
+          python scripts/run_tests/array_api_run_tests_pr.py new_failures_${{ matrix.branch }}.txt | tee test_results_${{ matrix.branch }}.txt
+          cd ..
         continue-on-error: true
 
-      - name: Run Tests
-        id: tests
-        run: |
-          cd ivy
-          python run_tests_CLI/array_api_run_tests_pr.py
-        continue-on-error: true
+      - name: Upload test results
+        uses: actions/upload-artifact@v3
+        with:
+          name: test_results_${{ matrix.branch }}
+          path: ivy/test_results_${{ matrix.branch }}.txt
+
+      - name: Upload New Failures
+        uses: actions/upload-artifact@v3
+        with:
+          name: new_failures_${{ matrix.branch }}
+          path: ivy/new_failures_${{ matrix.branch }}.txt
 
       - name: Check on failures
         if: steps.tests.outcome != 'success'