Add tests for Git LFS and clone depth support

.github/pull_request_template.md

@@ -1,12 +1,11 @@
-- [ ] This change is worth documenting at https://docs.all-hands.dev/
-- [ ] Include this change in the Release Notes. If checked, you **must** provide an **end-user friendly** description for your change below
+**End-user friendly description of the problem this fixes or functionality that this introduces**
+
+- [ ] Include this change in the Release Notes. If checked, you must provide an **end-user friendly** description for your change below
+
+---
+**Give a summary of what the PR does, explaining any non-trivial design decisions**
 
-**End-user friendly description of the problem this fixes or functionality that this introduces.**
 
 
 ---
-**Give a summary of what the PR does, explaining any non-trivial design decisions.**
-
-
----
-**Link of any specific issues this addresses.**
+**Link of any specific issues this addresses**

.github/workflows/dummy-agent-test.yml

@@ -24,10 +24,6 @@ jobs:
         uses: docker/setup-buildx-action@v3
       - name: Install tmux
         run: sudo apt-get update && sudo apt-get install -y tmux
-      - name: Setup Node.js
-        uses: actions/setup-node@v4
-        with:
-          node-version: '22.x'
       - name: Install poetry via pipx
         run: pipx install poetry
       - name: Set up Python

.github/workflows/ghcr-build.yml

@@ -54,22 +54,22 @@ jobs:
       - name: Set up Docker Buildx
         id: buildx
         uses: docker/setup-buildx-action@v3
-      - name: Lowercase Repository Owner
-        run: |
-          echo REPO_OWNER=$(echo ${{ github.repository_owner }} | tr '[:upper:]' '[:lower:]') >> $GITHUB_ENV
       - name: Build and push app image
         if: "!github.event.pull_request.head.repo.fork"
         run: |
-          ./containers/build.sh -i openhands -o ${{ env.REPO_OWNER }} --push
+          ./containers/build.sh -i openhands -o ${{ github.repository_owner }} --push
       - name: Build app image
         if: "github.event.pull_request.head.repo.fork"
         run: |
-          ./containers/build.sh -i openhands -o ${{ env.REPO_OWNER }} --load
+          ./containers/build.sh -i openhands -o ${{ github.repository_owner }} --load
       - name: Get hash in App Image
         id: get_hash_in_app_image
         run: |
+          # Lowercase the repository owner
+          export REPO_OWNER=${{ github.repository_owner }}
+          REPO_OWNER=$(echo $REPO_OWNER | tr '[:upper:]' '[:lower:]')
           # Run the build script in the app image
-          docker run -e SANDBOX_USER_ID=0 -v /var/run/docker.sock:/var/run/docker.sock ghcr.io/${{ env.REPO_OWNER }}/openhands:${{ env.RELEVANT_SHA }} /bin/bash -c "mkdir -p containers/runtime; python3 openhands/runtime/utils/runtime_build.py --base_image ${{ env.BASE_IMAGE_FOR_HASH_EQUIVALENCE_TEST }} --build_folder containers/runtime --force_rebuild" 2>&1 | tee docker-outputs.txt
+          docker run -e SANDBOX_USER_ID=0 -v /var/run/docker.sock:/var/run/docker.sock ghcr.io/${REPO_OWNER}/openhands:${{ env.RELEVANT_SHA }} /bin/bash -c "mkdir -p containers/runtime; python3 openhands/runtime/utils/runtime_build.py --base_image ${{ env.BASE_IMAGE_FOR_HASH_EQUIVALENCE_TEST }} --build_folder containers/runtime --force_rebuild" 2>&1 | tee docker-outputs.txt
           # Get the hash from the build script
           hash_from_app_image=$(cat docker-outputs.txt | grep "Hash for docker build directory" | awk -F "): " '{print $2}' | uniq | head -n1)
           echo "hash_from_app_image=$hash_from_app_image" >> $GITHUB_OUTPUT
@@ -122,19 +122,16 @@ jobs:
         run: make install-python-dependencies
       - name: Create source distribution and Dockerfile
         run: poetry run python3 openhands/runtime/utils/runtime_build.py --base_image ${{ matrix.base_image.image }} --build_folder containers/runtime --force_rebuild
-      - name: Lowercase Repository Owner
-        run: |
-          echo REPO_OWNER=$(echo ${{ github.repository_owner }} | tr '[:upper:]' '[:lower:]') >> $GITHUB_ENV
       - name: Build and push runtime image ${{ matrix.base_image.image }}
         if: github.event.pull_request.head.repo.fork != true
         run: |
-          ./containers/build.sh -i runtime -o ${{ env.REPO_OWNER }} --push -t ${{ matrix.base_image.tag }}
+          ./containers/build.sh -i runtime -o ${{ github.repository_owner }} --push -t ${{ matrix.base_image.tag }}
       # Forked repos can't push to GHCR, so we need to upload the image as an artifact
       - name: Build runtime image ${{ matrix.base_image.image }} for fork
         if: github.event.pull_request.head.repo.fork
         uses: docker/build-push-action@v6
         with:
-          tags: ghcr.io/${{ env.REPO_OWNER }}/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image.tag }}
+          tags: ghcr.io/all-hands-ai/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image.tag }}
           outputs: type=docker,dest=/tmp/runtime-${{ matrix.base_image.tag }}.tar
           context: containers/runtime
       - name: Upload runtime image for fork
@@ -236,9 +233,6 @@ jobs:
         run: pipx install poetry
       - name: Install Python dependencies using Poetry
         run: make install-python-dependencies
-      - name: Lowercase Repository Owner
-        run: |
-          echo REPO_OWNER=$(echo ${{ github.repository_owner }} | tr '[:upper:]' '[:lower:]') >> $GITHUB_ENV
       - name: Run docker runtime tests
         run: |
           # We install pytest-xdist in order to run tests across CPUs
@@ -247,7 +241,8 @@ jobs:
           # Install to be able to retry on failures for flaky tests
           poetry run pip install pytest-rerunfailures
 
-          image_name=ghcr.io/${{ env.REPO_OWNER }}/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image }}
+          image_name=ghcr.io/${{ github.repository_owner }}/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image }}
+          image_name=$(echo $image_name | tr '[:upper:]' '[:lower:]')
 
           TEST_RUNTIME=docker \
           SANDBOX_USER_ID=$(id -u) \
@@ -301,9 +296,6 @@ jobs:
         run: pipx install poetry
       - name: Install Python dependencies using Poetry
         run: make install-python-dependencies
-      - name: Lowercase Repository Owner
-        run: |
-          echo REPO_OWNER=$(echo ${{ github.repository_owner }} | tr '[:upper:]' '[:lower:]') >> $GITHUB_ENV
       - name: Run runtime tests
         run: |
           # We install pytest-xdist in order to run tests across CPUs
@@ -312,7 +304,8 @@ jobs:
           # Install to be able to retry on failures for flaky tests
           poetry run pip install pytest-rerunfailures
 
-          image_name=ghcr.io/${{ env.REPO_OWNER }}/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image }}
+          image_name=ghcr.io/${{ github.repository_owner }}/runtime:${{ env.RELEVANT_SHA }}-${{ matrix.base_image }}
+          image_name=$(echo $image_name | tr '[:upper:]' '[:lower:]')
 
           TEST_RUNTIME=docker \
           SANDBOX_USER_ID=$(id -u) \

.github/workflows/integration-runner.yml

@@ -40,11 +40,6 @@ jobs:
           python-version: ${{ matrix.python-version }}
           cache: "poetry"
 
-      - name: Setup Node.js
-        uses: actions/setup-node@v4
-        with:
-          node-version: '22.x'
-
       - name: Comment on PR if 'integration-test' label is present
         if: github.event_name == 'pull_request' && github.event.label.name == 'integration-test'
         uses: KeisukeYamashita/create-comment@v1

.github/workflows/py-unit-tests.yml

@@ -32,10 +32,6 @@ jobs:
         uses: docker/setup-buildx-action@v3
       - name: Install tmux
         run: sudo apt-get update && sudo apt-get install -y tmux
-      - name: Setup Node.js
-        uses: actions/setup-node@v4
-        with:
-          node-version: '22.x'
       - name: Install poetry via pipx
         run: pipx install poetry
       - name: Set up Python
@@ -48,7 +44,7 @@ jobs:
       - name: Build Environment
         run: make build
       - name: Run Tests
-        run: poetry run pytest --forked -n auto --cov=openhands --cov-report=xml -svv ./tests/unit --ignore=tests/unit/test_long_term_memory.py
+        run: poetry run pytest --forked -n auto --cov=openhands --cov-report=xml -svv ./tests/unit --ignore=tests/unit/test_memory.py
       - name: Upload coverage to Codecov
         uses: codecov/codecov-action@v5
         env:

Development.md

@@ -100,7 +100,7 @@ poetry run pytest ./tests/unit/test_*.py
 To reduce build time (e.g., if no changes were made to the client-runtime component), you can use an existing Docker container image by
 setting the SANDBOX_RUNTIME_CONTAINER_IMAGE environment variable to the desired Docker image.
 
-Example: `export SANDBOX_RUNTIME_CONTAINER_IMAGE=ghcr.io/all-hands-ai/runtime:0.27-nikolaik`
+Example: `export SANDBOX_RUNTIME_CONTAINER_IMAGE=ghcr.io/all-hands-ai/runtime:0.25-nikolaik`
 
 ## Develop inside Docker container
 

Makefile

@@ -1,4 +1,4 @@
-SHELL=/usr/bin/env bash
+SHELL=/bin/bash
 # Makefile for OpenHands project
 
 # Variables
@@ -81,10 +81,10 @@ check-nodejs:
 	@if command -v node > /dev/null; then \
 		NODE_VERSION=$(shell node --version | sed -E 's/v//g'); \
 		IFS='.' read -r -a NODE_VERSION_ARRAY <<< "$$NODE_VERSION"; \
-		if [ "$${NODE_VERSION_ARRAY[0]}" -ge 22 ]; then \
+		if [ "$${NODE_VERSION_ARRAY[0]}" -ge 20 ]; then \
 			echo "$(BLUE)Node.js $$NODE_VERSION is already installed.$(RESET)"; \
 		else \
-			echo "$(RED)Node.js 22.x or later is required. Please install Node.js 22.x or later to continue.$(RESET)"; \
+			echo "$(RED)Node.js 20.x or later is required. Please install Node.js 20.x or later to continue.$(RESET)"; \
 			exit 1; \
 		fi; \
 	else \

README.md

@@ -43,17 +43,17 @@ See the [Running OpenHands](https://docs.all-hands.dev/modules/usage/installatio
 system requirements and more information.
 
 ```bash
-docker pull docker.all-hands.dev/all-hands-ai/runtime:0.27-nikolaik
+docker pull docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik
 
 docker run -it --rm --pull=always \
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.27-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -e LOG_ALL_EVENTS=true \
     -v /var/run/docker.sock:/var/run/docker.sock \
     -v ~/.openhands-state:/.openhands-state \
     -p 3000:3000 \
     --add-host host.docker.internal:host-gateway \
     --name openhands-app \
-    docker.all-hands.dev/all-hands-ai/openhands:0.27
+    docker.all-hands.dev/all-hands-ai/openhands:0.25
 ```
 
 You'll find OpenHands running at [http://localhost:3000](http://localhost:3000)!

build.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -e
 
 poetry build -v

config.template.toml

@@ -17,12 +17,6 @@
 #modal_api_token_id = ""
 #modal_api_token_secret = ""
 
-# API key for Daytona
-#daytona_api_key = ""
-
-# Daytona Target
-#daytona_target = ""
-
 # Base path for the workspace
 workspace_base = "./workspace"
 
@@ -240,10 +234,6 @@ codeact_enable_jupyter = true
 # List of microagents to disable
 #disabled_microagents = []
 
-# Whether history should be truncated to continue the session when hitting LLM context
-# length limit
-enable_history_truncation = true
-
 [agent.RepoExplorerAgent]
 # Example: use a cheaper model for RepoExplorerAgent to reduce cost, especially
 # useful when an agent doesn't demand high quality but uses a lot of tokens

containers/build.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -eo pipefail
 
 # Initialize variables with default values

containers/dev/compose.yml

@@ -11,7 +11,7 @@ services:
       - BACKEND_HOST=${BACKEND_HOST:-"0.0.0.0"}
       - SANDBOX_API_HOSTNAME=host.docker.internal
       #
-      - SANDBOX_RUNTIME_CONTAINER_IMAGE=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-ghcr.io/all-hands-ai/runtime:0.27-nikolaik}
+      - SANDBOX_RUNTIME_CONTAINER_IMAGE=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-ghcr.io/all-hands-ai/runtime:0.25-nikolaik}
       - SANDBOX_USER_ID=${SANDBOX_USER_ID:-1234}
       - WORKSPACE_MOUNT_PATH=${WORKSPACE_BASE:-$PWD/workspace}
     ports:

containers/dev/dev.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -o pipefail
 
 function get_docker() {

docker-compose.yml

@@ -7,7 +7,7 @@ services:
     image: openhands:latest
     container_name: openhands-app-${DATE:-}
     environment:
-      - SANDBOX_RUNTIME_CONTAINER_IMAGE=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-docker.all-hands.dev/all-hands-ai/runtime:0.27-nikolaik}
+      - SANDBOX_RUNTIME_CONTAINER_IMAGE=${SANDBOX_RUNTIME_CONTAINER_IMAGE:-docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik}
       #- SANDBOX_USER_ID=${SANDBOX_USER_ID:-1234} # enable this only if you want a specific non-root sandbox user but you will have to manually adjust permissions of openhands-state for this user
       - WORKSPACE_MOUNT_PATH=${WORKSPACE_BASE:-$PWD/workspace}
     ports:

docs/i18n/fr/docusaurus-plugin-content-docs/current/usage/custom_sandbox_guide.md

@@ -42,11 +42,10 @@ Créez un fichier ```config.toml``` dans le répertoire OpenHands et entrez ces
 [core]
 workspace_base="./workspace"
 run_as_openhands=true
-[sandbox]
-base_container_image="image_personnalisée"
+sandbox_base_container_image="image_personnalisée"
 ```
 
-> Assurez-vous que ```base_container_image``` est défini sur le nom de votre image personnalisée précédente.
+> Assurez-vous que ```sandbox_base_container_image``` est défini sur le nom de votre image personnalisée précédente.
 
 ## Exécution
 
@@ -83,15 +82,14 @@ dockerfile_content = (
 ## Dépannage / Erreurs
 
 ### Erreur: ```useradd: UID 1000 est non unique```
-Si vous voyez cette erreur dans la sortie de la console, il s'agit du fait que OpenHands essaie de créer le utilisateur openhands dans le sandbox avec un ID d'utilisateur de 1000, cependant cet ID d'utilisateur est déjà utilisé dans l'image (pour une raison inconnue). Pour résoudre ce problème, changez la valeur du champ user_id dans le fichier config.toml en une valeur différente:
+Si vous voyez cette erreur dans la sortie de la console, il s'agit du fait que OpenHands essaie de créer le utilisateur openhands dans le sandbox avec un ID d'utilisateur de 1000, cependant cet ID d'utilisateur est déjà utilisé dans l'image (pour une raison inconnue). Pour résoudre ce problème, changez la valeur du champ sandbox_user_id dans le fichier config.toml en une valeur différente:
 
 ```toml
 [core]
 workspace_base="./workspace"
 run_as_openhands=true
-[sandbox]
-base_container_image="image_personnalisée"
-user_id="1001"
+sandbox_base_container_image="image_personnalisée"
+sandbox_user_id="1001"
 ```
 
 ### Erreurs de port d'utilisation

docs/i18n/fr/docusaurus-plugin-content-docs/current/usage/how-to/cli-mode.md

@@ -52,7 +52,7 @@ LLM_API_KEY="sk_test_12345"
 ```bash
 docker run -it \
     --pull=always \
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.27-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -e SANDBOX_USER_ID=$(id -u) \
     -e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
     -e LLM_API_KEY=$LLM_API_KEY \
@@ -61,7 +61,7 @@ docker run -it \
     -v /var/run/docker.sock:/var/run/docker.sock \
     --add-host host.docker.internal:host-gateway \
     --name openhands-app-$(date +%Y%m%d%H%M%S) \
-    docker.all-hands.dev/all-hands-ai/openhands:0.27 \
+    docker.all-hands.dev/all-hands-ai/openhands:0.25 \
     python -m openhands.core.cli
 ```
 

docs/i18n/fr/docusaurus-plugin-content-docs/current/usage/how-to/custom-sandbox-guide.md

@@ -44,13 +44,12 @@ Tout d'abord, assurez-vous de pouvoir exécuter OpenHands en suivant les instruc
 
 ### Spécifier l'Image de Base du Sandbox
 
-Dans le fichier `config.toml` dans le répertoire OpenHands, définissez `base_container_image` sur l'image que vous souhaitez utiliser. Cela peut être une image que vous avez déjà extraite ou une que vous avez construite :
+Dans le fichier `config.toml` dans le répertoire OpenHands, définissez `sandbox_base_container_image` sur l'image que vous souhaitez utiliser. Cela peut être une image que vous avez déjà extraite ou une que vous avez construite :
 
 ```bash
 [core]
 ...
-[sandbox]
-base_container_image="custom-image"
+sandbox_base_container_image="custom-image"
 ```
 
 ### Exécution

docs/i18n/fr/docusaurus-plugin-content-docs/current/usage/how-to/headless-mode.md

@@ -46,7 +46,7 @@ LLM_API_KEY="sk_test_12345"
 ```bash
 docker run -it \
     --pull=always \
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.27-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -e SANDBOX_USER_ID=$(id -u) \
     -e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
     -e LLM_API_KEY=$LLM_API_KEY \
@@ -56,6 +56,6 @@ docker run -it \
     -v /var/run/docker.sock:/var/run/docker.sock \
     --add-host host.docker.internal:host-gateway \
     --name openhands-app-$(date +%Y%m%d%H%M%S) \
-    docker.all-hands.dev/all-hands-ai/openhands:0.27 \
+    docker.all-hands.dev/all-hands-ai/openhands:0.25 \
     python -m openhands.core.main -t "write a bash script that prints hi" --no-auto-continue
 ```

docs/i18n/fr/docusaurus-plugin-content-docs/current/usage/installation.mdx

@@ -13,16 +13,16 @@
 La façon la plus simple d'exécuter OpenHands est avec Docker.
 
 ```bash
-docker pull docker.all-hands.dev/all-hands-ai/runtime:0.27-nikolaik
+docker pull docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik
 
 docker run -it --rm --pull=always \
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.27-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -e LOG_ALL_EVENTS=true \
     -v /var/run/docker.sock:/var/run/docker.sock \
     -p 3000:3000 \
     --add-host host.docker.internal:host-gateway \
     --name openhands-app \
-    docker.all-hands.dev/all-hands-ai/openhands:0.27
+    docker.all-hands.dev/all-hands-ai/openhands:0.25
 ```
 
 Vous pouvez également exécuter OpenHands en mode [headless scriptable](https://docs.all-hands.dev/modules/usage/how-to/headless-mode), en tant que [CLI interactive](https://docs.all-hands.dev/modules/usage/how-to/cli-mode), ou en utilisant l'[Action GitHub OpenHands](https://docs.all-hands.dev/modules/usage/how-to/github-action).

docs/i18n/fr/docusaurus-plugin-content-docs/current/usage/runtimes.md

@@ -13,7 +13,7 @@ C'est le Runtime par défaut qui est utilisé lorsque vous démarrez OpenHands.
 
 ```
 docker run # ...
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.27-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -v /var/run/docker.sock:/var/run/docker.sock \
     # ...
 ```

docs/i18n/zh-Hans/docusaurus-plugin-content-docs/current/usage/custom_sandbox_guide.md

@@ -58,11 +58,10 @@ docker build -t custom_image .
 [core]
 workspace_base="./workspace"
 run_as_openhands=true
-[sandbox]
-base_container_image="custom_image"
+sandbox_base_container_image="custom_image"
 ```
 
-对于 `base_container_image` 的值, 您可以选择以下任意一项：
+对于 `sandbox_base_container_image` 的值, 您可以选择以下任意一项：
 1. 在上一步中您构建的自定义镜像的名称（例如，`“custom_image”`）
 2. 从 Docker Hub 拉取的镜像（例如，`“node:20”`，如果你需要一个预装 `Node.js` 的沙箱环境）
 
@@ -84,15 +83,14 @@ base_container_image="custom_image"
 
 ### 错误：```useradd: UID 1000 is not unique```
 
-如果在控制台输出中看到此错误，说明 OpenHands 尝试在沙箱中以 UID 1000 创建 openhands 用户，但该 UID 已经被映像中的其他部分使用（不知何故）。要解决这个问题，请更改 config.toml 文件中的 user_id 字段为不同的值：
+如果在控制台输出中看到此错误，说明 OpenHands 尝试在沙箱中以 UID 1000 创建 openhands 用户，但该 UID 已经被映像中的其他部分使用（不知何故）。要解决这个问题，请更改 config.toml 文件中的 sandbox_user_id 字段为不同的值：
 
 ```
 [core]
 workspace_base="./workspace"
 run_as_openhands=true
-[sandbox]
-base_container_image="custom_image"
-user_id="1001"
+sandbox_base_container_image="custom_image"
+sandbox_user_id="1001"
 ```
 
 ### 端口使用错误

docs/i18n/zh-Hans/docusaurus-plugin-content-docs/current/usage/how-to/cli-mode.md

@@ -50,7 +50,7 @@ LLM_API_KEY="sk_test_12345"
 ```bash
 docker run -it \
     --pull=always \
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.27-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -e SANDBOX_USER_ID=$(id -u) \
     -e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
     -e LLM_API_KEY=$LLM_API_KEY \
@@ -59,7 +59,7 @@ docker run -it \
     -v /var/run/docker.sock:/var/run/docker.sock \
     --add-host host.docker.internal:host-gateway \
     --name openhands-app-$(date +%Y%m%d%H%M%S) \
-    docker.all-hands.dev/all-hands-ai/openhands:0.27 \
+    docker.all-hands.dev/all-hands-ai/openhands:0.25 \
     python -m openhands.core.cli
 ```
 

docs/i18n/zh-Hans/docusaurus-plugin-content-docs/current/usage/how-to/custom-sandbox-guide.md

@@ -42,13 +42,12 @@ docker build -t custom-image .
 
 ### 指定基础沙箱镜像
 
-在 OpenHands 目录中的 `config.toml` 文件中，将 `base_container_image` 设置为你要使用的镜像。这可以是你已经拉取的镜像或你构建的镜像：
+在 OpenHands 目录中的 `config.toml` 文件中，将 `sandbox_base_container_image` 设置为你要使用的镜像。这可以是你已经拉取的镜像或你构建的镜像：
 
 ```bash
 [core]
 ...
-[sandbox]
-base_container_image="custom-image"
+sandbox_base_container_image="custom-image"
 ```
 
 ### 运行

docs/i18n/zh-Hans/docusaurus-plugin-content-docs/current/usage/how-to/headless-mode.md

@@ -47,7 +47,7 @@ LLM_API_KEY="sk_test_12345"
 ```bash
 docker run -it \
     --pull=always \
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.27-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -e SANDBOX_USER_ID=$(id -u) \
     -e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
     -e LLM_API_KEY=$LLM_API_KEY \
@@ -57,6 +57,6 @@ docker run -it \
     -v /var/run/docker.sock:/var/run/docker.sock \
     --add-host host.docker.internal:host-gateway \
     --name openhands-app-$(date +%Y%m%d%H%M%S) \
-    docker.all-hands.dev/all-hands-ai/openhands:0.27 \
+    docker.all-hands.dev/all-hands-ai/openhands:0.25 \
     python -m openhands.core.main -t "write a bash script that prints hi" --no-auto-continue
 ```

docs/i18n/zh-Hans/docusaurus-plugin-content-docs/current/usage/installation.mdx

@@ -11,16 +11,16 @@
 在 Docker 中运行 OpenHands 是最简单的方式。
 
 ```bash
-docker pull docker.all-hands.dev/all-hands-ai/runtime:0.27-nikolaik
+docker pull docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik
 
 docker run -it --rm --pull=always \
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.27-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -e LOG_ALL_EVENTS=true \
     -v /var/run/docker.sock:/var/run/docker.sock \
     -p 3000:3000 \
     --add-host host.docker.internal:host-gateway \
     --name openhands-app \
-    docker.all-hands.dev/all-hands-ai/openhands:0.27
+    docker.all-hands.dev/all-hands-ai/openhands:0.25
 ```
 
 你也可以在可脚本化的[无头模式](https://docs.all-hands.dev/modules/usage/how-to/headless-mode)下运行 OpenHands，作为[交互式 CLI](https://docs.all-hands.dev/modules/usage/how-to/cli-mode)，或使用 [OpenHands GitHub Action](https://docs.all-hands.dev/modules/usage/how-to/github-action)。

docs/i18n/zh-Hans/docusaurus-plugin-content-docs/current/usage/runtimes.md

@@ -11,7 +11,7 @@
 
 ```
 docker run # ...
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.27-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -v /var/run/docker.sock:/var/run/docker.sock \
     # ...
 ```

docs/modules/usage/configuration-options.md

@@ -340,11 +340,6 @@ The agent configuration options are defined in the `[agent]` and `[agent.<agent_
   - Default: `false`
   - Description: Whether Jupyter is enabled in the action space
 
-- `enable_history_truncation`
-  - Type: `bool`
-  - Default: `true`
-  - Description: Whether history should be truncated to continue the session when hitting LLM context length limit
-
 ### Microagent Usage
 - `enable_prompt_extensions`
   - Type: `bool`

docs/modules/usage/how-to/cli-mode.md

@@ -35,7 +35,7 @@ To run OpenHands in CLI mode with Docker:
 ```bash
 docker run -it \
     --pull=always \
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.27-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -e SANDBOX_USER_ID=$(id -u) \
     -e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
     -e LLM_API_KEY=$LLM_API_KEY \
@@ -45,7 +45,7 @@ docker run -it \
     -v ~/.openhands-state:/.openhands-state \
     --add-host host.docker.internal:host-gateway \
     --name openhands-app-$(date +%Y%m%d%H%M%S) \
-    docker.all-hands.dev/all-hands-ai/openhands:0.27 \
+    docker.all-hands.dev/all-hands-ai/openhands:0.25 \
     python -m openhands.core.cli
 ```
 

docs/modules/usage/how-to/custom-sandbox-guide.md

@@ -60,14 +60,13 @@ First, ensure you can run OpenHands by following the instructions in [Developmen
 
 ### Specify the Base Sandbox Image
 
-In the `config.toml` file within the OpenHands directory, set the `base_container_image` to the image you want to use.
+In the `config.toml` file within the OpenHands directory, set the `sandbox_base_container_image` to the image you want to use.
 This can be an image you’ve already pulled or one you’ve built:
 
 ```bash
 [core]
 ...
-[sandbox]
-base_container_image="custom-image"
+sandbox_base_container_image="custom-image"
 ```
 
 ### Additional Configuration Options

docs/modules/usage/how-to/headless-mode.md

@@ -32,7 +32,7 @@ To run OpenHands in Headless mode with Docker:
 ```bash
 docker run -it \
     --pull=always \
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.27-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -e SANDBOX_USER_ID=$(id -u) \
     -e WORKSPACE_MOUNT_PATH=$WORKSPACE_BASE \
     -e LLM_API_KEY=$LLM_API_KEY \
@@ -43,7 +43,7 @@ docker run -it \
     -v ~/.openhands-state:/.openhands-state \
     --add-host host.docker.internal:host-gateway \
     --name openhands-app-$(date +%Y%m%d%H%M%S) \
-    docker.all-hands.dev/all-hands-ai/openhands:0.27 \
+    docker.all-hands.dev/all-hands-ai/openhands:0.25 \
     python -m openhands.core.main -t "write a bash script that prints hi"
 ```
 

docs/modules/usage/installation.mdx

@@ -58,17 +58,17 @@ A system with a modern processor and a minimum of **4GB RAM** is recommended to
 The easiest way to run OpenHands is in Docker.
 
 ```bash
-docker pull docker.all-hands.dev/all-hands-ai/runtime:0.27-nikolaik
+docker pull docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik
 
 docker run -it --rm --pull=always \
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.27-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -e LOG_ALL_EVENTS=true \
     -v /var/run/docker.sock:/var/run/docker.sock \
     -v ~/.openhands-state:/.openhands-state \
     -p 3000:3000 \
     --add-host host.docker.internal:host-gateway \
     --name openhands-app \
-    docker.all-hands.dev/all-hands-ai/openhands:0.27
+    docker.all-hands.dev/all-hands-ai/openhands:0.25
 ```
 
 You'll find OpenHands running at http://localhost:3000!

docs/modules/usage/runtimes.md

@@ -16,7 +16,7 @@ some flags being passed to `docker run` that make this possible:
 
 ```
 docker run # ...
-    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.27-nikolaik \
+    -e SANDBOX_RUNTIME_CONTAINER_IMAGE=docker.all-hands.dev/all-hands-ai/runtime:0.25-nikolaik \
     -v /var/run/docker.sock:/var/run/docker.sock \
     # ...
 ```

docs/package-lock.json

@@ -17,7 +17,7 @@
         "prism-react-renderer": "^2.4.1",
         "react": "^19.0.0",
         "react-dom": "^19.0.0",
-        "react-icons": "^5.5.0",
+        "react-icons": "^5.4.0",
         "react-use": "^17.6.0"
       },
       "devDependencies": {
@@ -15680,9 +15680,9 @@
       }
     },
     "node_modules/react-icons": {
-      "version": "5.5.0",
-      "resolved": "https://registry.npmjs.org/react-icons/-/react-icons-5.5.0.tgz",
-      "integrity": "sha512-MEFcXdkP3dLo8uumGI5xN3lDFNsRtrjbOEKDLD7yv76v4wpnEq2Lt2qeHaQOr34I/wPN3s3+N08WkQ+CW37Xiw==",
+      "version": "5.4.0",
+      "resolved": "https://registry.npmjs.org/react-icons/-/react-icons-5.4.0.tgz",
+      "integrity": "sha512-7eltJxgVt7X64oHh6wSWNwwbKTCtMfK35hcjvJS0yxEAhPM8oUKdS3+kqaW1vicIltw+kR2unHaa12S9pPALoQ==",
       "license": "MIT",
       "peerDependencies": {
         "react": "*"

docs/package.json

@@ -24,7 +24,7 @@
     "prism-react-renderer": "^2.4.1",
     "react": "^19.0.0",
     "react-dom": "^19.0.0",
-    "react-icons": "^5.5.0",
+    "react-icons": "^5.4.0",
     "react-use": "^17.6.0"
   },
   "devDependencies": {

evaluation/README.md

@@ -20,8 +20,6 @@ To evaluate an agent, you can provide the agent's name to the `run_infer.py` pro
 ### Evaluating Different LLMs
 
 OpenHands in development mode uses `config.toml` to keep track of most configuration.
-**IMPORTANT: For evaluation, only the LLM section in `config.toml` will be used. Other configurations, such as `save_trajectory_path`, are not applied during evaluation.**
-
 Here's an example configuration file you can use to define and use multiple LLMs:
 
 ```toml
@@ -42,8 +40,6 @@ api_key = "XXX"
 temperature = 0.0
 ```
 
-For other configurations specific to evaluation, such as `save_trajectory_path`, these are typically set in the `get_config` function of the respective `run_infer.py` file for each benchmark.
-
 ## Supported Benchmarks
 
 The OpenHands evaluation harness supports a wide variety of benchmarks across [software engineering](#software-engineering), [web browsing](#web-browsing), [miscellaneous assistance](#misc-assistance), and [real-world](#real-world) tasks.

evaluation/benchmarks/EDA/run_infer.py

@@ -24,6 +24,7 @@ from openhands.core.config import (
 from openhands.core.logger import openhands_logger as logger
 from openhands.core.main import create_runtime, run_controller
 from openhands.events.action import MessageAction
+from openhands.utils.async_utils import call_async_from_sync
 
 game = None
 
@@ -121,6 +122,7 @@ def process_instance(
 
     # Here's how you can run the agent (similar to the `main` function) and get the final task state
     runtime = create_runtime(config)
+    call_async_from_sync(runtime.connect)
 
     state: State | None = asyncio.run(
         run_controller(

evaluation/benchmarks/EDA/scripts/run_infer.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -eo pipefail
 
 source "evaluation/utils/version_control.sh"

evaluation/benchmarks/agent_bench/run_infer.py

@@ -34,6 +34,7 @@ from openhands.core.main import create_runtime, run_controller
 from openhands.events.action import AgentFinishAction, CmdRunAction, MessageAction
 from openhands.events.observation import CmdOutputObservation
 from openhands.runtime.base import Runtime
+from openhands.utils.async_utils import call_async_from_sync
 
 
 def get_config(
@@ -210,6 +211,7 @@ def process_instance(
     # =============================================
 
     runtime: Runtime = create_runtime(config)
+    call_async_from_sync(runtime.connect)
 
     initialize_runtime(runtime, instance=instance)
 

evaluation/benchmarks/agent_bench/scripts/run_infer.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -eo pipefail
 
 source "evaluation/utils/version_control.sh"

evaluation/benchmarks/aider_bench/run_infer.py

@@ -34,6 +34,7 @@ from openhands.core.main import create_runtime, run_controller
 from openhands.events.action import CmdRunAction, MessageAction
 from openhands.events.observation import CmdOutputObservation
 from openhands.runtime.base import Runtime
+from openhands.utils.async_utils import call_async_from_sync
 
 # Configure visibility of unit tests to the Agent.
 USE_UNIT_TESTS = os.environ.get('USE_UNIT_TESTS', 'false').lower() == 'true'
@@ -203,6 +204,7 @@ def process_instance(
     # =============================================
 
     runtime: Runtime = create_runtime(config)
+    call_async_from_sync(runtime.connect)
 
     initialize_runtime(runtime, instance=instance)
 

evaluation/benchmarks/aider_bench/scripts/run_infer.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -eo pipefail
 
 source "evaluation/utils/version_control.sh"

evaluation/benchmarks/biocoder/run_infer.py

@@ -31,6 +31,7 @@ from openhands.core.main import create_runtime, run_controller
 from openhands.events.action import CmdRunAction, MessageAction
 from openhands.events.observation import CmdOutputObservation
 from openhands.runtime.base import Runtime
+from openhands.utils.async_utils import call_async_from_sync
 
 AGENT_CLS_TO_FAKE_USER_RESPONSE_FN = {
     'CodeActAgent': functools.partial(
@@ -274,6 +275,7 @@ def process_instance(
     instruction += AGENT_CLS_TO_INST_SUFFIX[metadata.agent_class]
 
     runtime = create_runtime(config)
+    call_async_from_sync(runtime.connect)
     initialize_runtime(runtime, instance)
 
     # Here's how you can run the agent (similar to the `main` function) and get the final task state

evaluation/benchmarks/biocoder/scripts/run_infer.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -eo pipefail
 
 source "evaluation/utils/version_control.sh"

evaluation/benchmarks/bird/run_infer.py

@@ -34,6 +34,7 @@ from openhands.core.main import create_runtime, run_controller
 from openhands.events.action import CmdRunAction, MessageAction
 from openhands.events.observation import CmdOutputObservation
 from openhands.runtime.base import Runtime
+from openhands.utils.async_utils import call_async_from_sync
 
 
 def codeact_user_response(state: State) -> str:
@@ -399,6 +400,7 @@ def process_instance(
     instruction += AGENT_CLS_TO_INST_SUFFIX[metadata.agent_class]
 
     runtime = create_runtime(config)
+    call_async_from_sync(runtime.connect)
     initialize_runtime(runtime, instance)
 
     # Here's how you can run the agent (similar to the `main` function) and get the final task state

evaluation/benchmarks/bird/scripts/run_infer.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -eo pipefail
 
 source "evaluation/utils/version_control.sh"

evaluation/benchmarks/browsing_delegation/scripts/run_infer.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -eo pipefail
 
 source "evaluation/utils/version_control.sh"

evaluation/benchmarks/commit0_bench/run_infer.py

@@ -35,6 +35,7 @@ from openhands.events.action import CmdRunAction, MessageAction
 from openhands.events.observation import CmdOutputObservation, ErrorObservation
 from openhands.events.serialization.event import event_to_dict
 from openhands.runtime.base import Runtime
+from openhands.utils.async_utils import call_async_from_sync
 from openhands.utils.shutdown_listener import sleep_if_should_continue
 
 USE_HINT_TEXT = os.environ.get('USE_HINT_TEXT', 'false').lower() == 'true'
@@ -394,6 +395,7 @@ def process_instance(
         logger.info(f'Starting evaluation for instance {instance.instance_id}.')
 
     runtime = create_runtime(config)
+    call_async_from_sync(runtime.connect)
     try:
         initialize_runtime(runtime, instance)
 

evaluation/benchmarks/commit0_bench/scripts/run_infer.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -eo pipefail
 
 source "evaluation/utils/version_control.sh"

evaluation/benchmarks/discoverybench/run_infer.py

@@ -34,6 +34,7 @@ from openhands.core.main import create_runtime, run_controller
 from openhands.events.action import AgentFinishAction, CmdRunAction, MessageAction
 from openhands.events.observation import CmdOutputObservation
 from openhands.runtime.base import Runtime
+from openhands.utils.async_utils import call_async_from_sync
 
 EVALUATION_LLM = 'gpt-4-1106-preview'
 
@@ -281,6 +282,7 @@ def process_instance(
 
     # Here's how you can run the agent (similar to the `main` function) and get the final task state
     runtime = create_runtime(config)
+    call_async_from_sync(runtime.connect)
     initialize_runtime(runtime, instance.data_files)
 
     state: State | None = asyncio.run(

evaluation/benchmarks/discoverybench/scripts/run_infer.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -eo pipefail
 
 source "evaluation/utils/version_control.sh"

evaluation/benchmarks/gaia/run_infer.py

@@ -31,6 +31,7 @@ from openhands.core.main import create_runtime, run_controller
 from openhands.events.action import AgentFinishAction, CmdRunAction, MessageAction
 from openhands.events.observation import CmdOutputObservation
 from openhands.runtime.base import Runtime
+from openhands.utils.async_utils import call_async_from_sync
 
 DATASET_CACHE_DIR = os.path.join(os.path.dirname(__file__), 'data')
 
@@ -148,6 +149,7 @@ def process_instance(
     logger.info(f'Instruction:\n{instruction}', extra={'msg_type': 'OBSERVATION'})
 
     runtime = create_runtime(config)
+    call_async_from_sync(runtime.connect)
     initialize_runtime(runtime, instance)
 
     # Here's how you can run the agent (similar to the `main` function) and get the final task state

evaluation/benchmarks/gaia/scripts/run_infer.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -eo pipefail
 
 source "evaluation/utils/version_control.sh"

evaluation/benchmarks/gorilla/run_infer.py

@@ -26,6 +26,7 @@ from openhands.core.config import (
 from openhands.core.logger import openhands_logger as logger
 from openhands.core.main import create_runtime, run_controller
 from openhands.events.action import MessageAction
+from openhands.utils.async_utils import call_async_from_sync
 
 AGENT_CLS_TO_FAKE_USER_RESPONSE_FN = {
     'CodeActAgent': codeact_user_response,
@@ -82,6 +83,7 @@ def process_instance(
 
     # Here's how you can run the agent (similar to the `main` function) and get the final task state
     runtime = create_runtime(config)
+    call_async_from_sync(runtime.connect)
     state: State | None = asyncio.run(
         run_controller(
             config=config,

evaluation/benchmarks/gorilla/scripts/run_infer.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -eo pipefail
 
 source "evaluation/utils/version_control.sh"

evaluation/benchmarks/gpqa/run_infer.py

@@ -49,6 +49,7 @@ from openhands.events.action import (
     MessageAction,
 )
 from openhands.events.observation import Observation
+from openhands.utils.async_utils import call_async_from_sync
 
 ACTION_FORMAT = """
 <<FINAL_ANSWER||
@@ -214,6 +215,7 @@ Ok now its time to start solving the question. Good luck!
 """
 
     runtime = create_runtime(config)
+    call_async_from_sync(runtime.connect)
     state: State | None = asyncio.run(
         run_controller(
             config=config,

evaluation/benchmarks/gpqa/scripts/run_infer.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -eo pipefail
 
 source "evaluation/utils/version_control.sh"

evaluation/benchmarks/humanevalfix/run_infer.py

@@ -39,6 +39,7 @@ from openhands.core.main import create_runtime, run_controller
 from openhands.events.action import CmdRunAction, MessageAction
 from openhands.events.observation import CmdOutputObservation
 from openhands.runtime.base import Runtime
+from openhands.utils.async_utils import call_async_from_sync
 
 IMPORT_HELPER = {
     'python': [
@@ -232,6 +233,7 @@ def process_instance(
 
     # Here's how you can run the agent (similar to the `main` function) and get the final task state
     runtime = create_runtime(config)
+    call_async_from_sync(runtime.connect)
     initialize_runtime(runtime, instance)
     state: State | None = asyncio.run(
         run_controller(

evaluation/benchmarks/humanevalfix/scripts/run_infer.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -eo pipefail
 
 source "evaluation/utils/version_control.sh"

evaluation/benchmarks/logic_reasoning/run_infer.py

@@ -31,6 +31,7 @@ from openhands.events.action import (
 )
 from openhands.events.observation import CmdOutputObservation
 from openhands.runtime.base import Runtime
+from openhands.utils.async_utils import call_async_from_sync
 
 AGENT_CLS_TO_FAKE_USER_RESPONSE_FN = {
     'CodeActAgent': codeact_user_response,
@@ -206,6 +207,7 @@ def process_instance(
     instruction += AGENT_CLS_TO_INST_SUFFIX[metadata.agent_class]
 
     runtime = create_runtime(config)
+    call_async_from_sync(runtime.connect)
     initialize_runtime(runtime, instance)
 
     # Here's how you can run the agent (similar to the `main` function) and get the final task state

evaluation/benchmarks/logic_reasoning/scripts/run_infer.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -eo pipefail
 
 source "evaluation/utils/version_control.sh"

evaluation/benchmarks/miniwob/run_infer.py

@@ -41,6 +41,7 @@ from openhands.runtime.browser.browser_env import (
     BROWSER_EVAL_GET_GOAL_ACTION,
     BROWSER_EVAL_GET_REWARDS_ACTION,
 )
+from openhands.utils.async_utils import call_async_from_sync
 
 SUPPORTED_AGENT_CLS = {'BrowsingAgent', 'CodeActAgent'}
 
@@ -145,6 +146,7 @@ def process_instance(
         logger.info(f'Starting evaluation for instance {env_id}.')
 
     runtime = create_runtime(config)
+    call_async_from_sync(runtime.connect)
     task_str, obs = initialize_runtime(runtime)
 
     task_str += (

evaluation/benchmarks/miniwob/scripts/run_infer.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -eo pipefail
 
 source "evaluation/utils/version_control.sh"

evaluation/benchmarks/mint/run_infer.py

@@ -35,6 +35,7 @@ from openhands.events.action import (
 )
 from openhands.events.observation import CmdOutputObservation
 from openhands.runtime.base import Runtime
+from openhands.utils.async_utils import call_async_from_sync
 
 
 def codeact_user_response_mint(state: State, task: Task, task_config: dict[str, int]):
@@ -184,6 +185,7 @@ def process_instance(
     )
 
     runtime = create_runtime(config)
+    call_async_from_sync(runtime.connect)
     initialize_runtime(runtime)
 
     state: State | None = asyncio.run(

evaluation/benchmarks/mint/scripts/run_infer.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -eo pipefail
 
 source "evaluation/utils/version_control.sh"

evaluation/benchmarks/ml_bench/run_infer.py

@@ -43,6 +43,7 @@ from openhands.core.main import create_runtime, run_controller
 from openhands.events.action import CmdRunAction, MessageAction
 from openhands.events.observation import CmdOutputObservation
 from openhands.runtime.base import Runtime
+from openhands.utils.async_utils import call_async_from_sync
 
 config = load_app_config()
 
@@ -234,6 +235,7 @@ def process_instance(instance: Any, metadata: EvalMetadata, reset_logger: bool =
     instruction += AGENT_CLS_TO_INST_SUFFIX[metadata.agent_class]
 
     runtime = create_runtime(config)
+    call_async_from_sync(runtime.connect)
     initialize_runtime(runtime, instance)
 
     # Run the agent

evaluation/benchmarks/ml_bench/scripts/cleanup.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 
 # Step 1: Stop all running containers
 echo "Stopping all running containers..."

evaluation/benchmarks/ml_bench/scripts/run_analysis.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 
 RESULT_FILE=$1
 MODEL_CONFIG=$2

evaluation/benchmarks/ml_bench/scripts/run_infer.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -eo pipefail
 
 source "evaluation/utils/version_control.sh"

evaluation/benchmarks/scienceagentbench/run_infer.py

@@ -29,6 +29,7 @@ from openhands.core.main import create_runtime, run_controller
 from openhands.events.action import CmdRunAction, MessageAction
 from openhands.events.observation import CmdOutputObservation
 from openhands.runtime.base import Runtime
+from openhands.utils.async_utils import call_async_from_sync
 
 AGENT_CLS_TO_FAKE_USER_RESPONSE_FN = {
     'CodeActAgent': codeact_user_response,
@@ -195,6 +196,7 @@ If the program uses some packages that are incompatible, please figure out alter
 """
 
     runtime = create_runtime(config)
+    call_async_from_sync(runtime.connect)
     initialize_runtime(runtime, instance)
 
     # Here's how you can run the agent (similar to the `main` function) and get the final task state

evaluation/benchmarks/scienceagentbench/scripts/run_infer.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -eo pipefail
 
 source "evaluation/utils/version_control.sh"

evaluation/benchmarks/swe_bench/eval_infer.py

@@ -11,11 +11,7 @@ from swebench.harness.run_evaluation import (
     APPLY_PATCH_FAIL,
     APPLY_PATCH_PASS,
 )
-from swebench.harness.test_spec.test_spec import (
-    SWEbenchInstance,
-    TestSpec,
-    make_test_spec,
-)
+from swebench.harness.test_spec import SWEbenchInstance, TestSpec, make_test_spec
 from swebench.harness.utils import load_swebench_dataset
 from tqdm import tqdm
 

evaluation/benchmarks/swe_bench/run_infer.py

@@ -40,6 +40,7 @@ from openhands.events.action import CmdRunAction, MessageAction
 from openhands.events.observation import CmdOutputObservation, ErrorObservation
 from openhands.events.serialization.event import event_to_dict
 from openhands.runtime.base import Runtime
+from openhands.utils.async_utils import call_async_from_sync
 from openhands.utils.shutdown_listener import sleep_if_should_continue
 
 USE_HINT_TEXT = os.environ.get('USE_HINT_TEXT', 'false').lower() == 'true'
@@ -58,6 +59,8 @@ def _get_swebench_workspace_dir_name(instance: pd.Series) -> str:
 
 def get_instruction(instance: pd.Series, metadata: EvalMetadata):
     workspace_dir_name = _get_swebench_workspace_dir_name(instance)
+    # Prepare instruction
+
     # Instruction based on Anthropic's official trajectory
     # https://github.com/eschluntz/swe-bench-experiments/tree/main/evaluation/verified/20241022_tools_claude-3-5-sonnet-updated/trajs
     instruction = (
@@ -69,20 +72,14 @@ def get_instruction(instance: pd.Series, metadata: EvalMetadata):
         f'{instance.problem_statement}\n'
         '</issue_description>\n\n'
         'Can you help me implement the necessary changes to the repository so that the requirements specified in the <issue_description> are met?\n'
-        "I've already taken care of all changes to any of the test files described in the <issue_description>. This means you DON'T have to modify the testing logic or any of the tests in any way!\n"
-        "Also the development Python environment is already set up for you (i.e., all dependencies already installed), so you don't need to install other packages.\n"
-        'Your task is to make the minimal changes to non-test files in the /workspace directory to ensure the <issue_description> is satisfied.\n'
+        "I've already taken care of all changes to any of the test files described in the <pr_description>. This means you DON'T have to modify the testing logic or any of the tests in any way!\n"
+        'Your task is to make the minimal changes to non-tests files in the /workspace directory to ensure the <pr_description> is satisfied.\n'
         'Follow these steps to resolve the issue:\n'
         '1. As a first step, it might be a good idea to explore the repo to familiarize yourself with its structure.\n'
         '2. Create a script to reproduce the error and execute it with `python <filename.py>` using the BashTool, to confirm the error\n'
         '3. Edit the sourcecode of the repo to resolve the issue\n'
         '4. Rerun your reproduce script and confirm that the error is fixed!\n'
-        '5. Think about edgecases, add comprehensive tests for them in your reproduce script, and run them to make sure your fix handles them as well\n'
-        f'6. Once you are done with the initial implementation, please carefully re-read the problem description and check the difference between the current code and the base commit {instance["base_commit"]}. Do you think that the issue has been completely and comprehensively solved? Write tests to check the correctness of the solution, specifically focusing on tests that may point out any remaining problems that are not yet solved. Run all of the tests in the repo and check if any of them fail, and if they do fix the code. Repeat this process of carefully reading the problem description and current implementation, testing, and fixing any problems until you are confident that the current implementation is correct. Find and run any tests in the repo that are related to:\n'
-        '   - The issue you are fixing\n'
-        '   - The files you modified\n'
-        '   - The functions you changed\n'
-        '   Make sure all these tests pass with your changes.\n'
+        '5. Think about edgecases and make sure your fix handles them as well\n'
         "Your thinking should be thorough and so it's fine if it's very long.\n"
     )
 
@@ -100,19 +97,11 @@ DOCKER_IMAGE_PREFIX = os.environ.get('EVAL_DOCKER_IMAGE_PREFIX', 'docker.io/xing
 logger.info(f'Using docker image prefix: {DOCKER_IMAGE_PREFIX}')
 
 
-def get_instance_docker_image(instance_id: str, official_image: bool = False) -> str:
-    if official_image:
-        # Official SWE-Bench image
-        # swebench/sweb.eval.x86_64.django_1776_django-11333:v1
-        repo, name = instance_id.split('__')
-        image_name = f'sweb.eval.x86_64.{repo}_1776_{name}:latest'
-        logger.warning(f'Using official SWE-Bench image: {image_name}')
-    else:
-        # OpenHands version of the image
-        image_name = 'sweb.eval.x86_64.' + instance_id
-        image_name = image_name.replace(
-            '__', '_s_'
-        )  # to comply with docker image naming convention
+def get_instance_docker_image(instance_id: str) -> str:
+    image_name = 'sweb.eval.x86_64.' + instance_id
+    image_name = image_name.replace(
+        '__', '_s_'
+    )  # to comply with docker image naming convention
     return (DOCKER_IMAGE_PREFIX.rstrip('/') + '/' + image_name).lower()
 
 
@@ -123,12 +112,7 @@ def get_config(
     SWE_BENCH_CONTAINER_IMAGE = 'ghcr.io/opendevin/eval-swe-bench:full-v1.2.1'
     if USE_INSTANCE_IMAGE:
         # We use a different instance image for the each instance of swe-bench eval
-        use_official_image = bool(
-            'verified' in metadata.dataset.lower() or 'lite' in metadata.dataset.lower()
-        )
-        base_container_image = get_instance_docker_image(
-            instance['instance_id'], use_official_image
-        )
+        base_container_image = get_instance_docker_image(instance['instance_id'])
         logger.info(
             f'Using instance container image: {base_container_image}. '
             f'Please make sure this image exists. '
@@ -438,6 +422,7 @@ def process_instance(
             f'This is the {runtime_failure_count + 1}th attempt for instance {instance.instance_id}, setting resource factor to {config.sandbox.remote_runtime_resource_factor}'
         )
     runtime = create_runtime(config)
+    call_async_from_sync(runtime.connect)
 
     try:
         initialize_runtime(runtime, instance)

evaluation/benchmarks/swe_bench/scripts/docker/all-swebench-lite-instance-images.txt

@@ -1,300 +1,336 @@
-swebench/sweb.eval.x86_64.astropy_1776_astropy-12907:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-14182:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-14365:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-14995:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-6938:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-7746:latest
-swebench/sweb.eval.x86_64.django_1776_django-10914:latest
-swebench/sweb.eval.x86_64.django_1776_django-10924:latest
-swebench/sweb.eval.x86_64.django_1776_django-11001:latest
-swebench/sweb.eval.x86_64.django_1776_django-11019:latest
-swebench/sweb.eval.x86_64.django_1776_django-11039:latest
-swebench/sweb.eval.x86_64.django_1776_django-11049:latest
-swebench/sweb.eval.x86_64.django_1776_django-11099:latest
-swebench/sweb.eval.x86_64.django_1776_django-11133:latest
-swebench/sweb.eval.x86_64.django_1776_django-11179:latest
-swebench/sweb.eval.x86_64.django_1776_django-11283:latest
-swebench/sweb.eval.x86_64.django_1776_django-11422:latest
-swebench/sweb.eval.x86_64.django_1776_django-11564:latest
-swebench/sweb.eval.x86_64.django_1776_django-11583:latest
-swebench/sweb.eval.x86_64.django_1776_django-11620:latest
-swebench/sweb.eval.x86_64.django_1776_django-11630:latest
-swebench/sweb.eval.x86_64.django_1776_django-11742:latest
-swebench/sweb.eval.x86_64.django_1776_django-11797:latest
-swebench/sweb.eval.x86_64.django_1776_django-11815:latest
-swebench/sweb.eval.x86_64.django_1776_django-11848:latest
-swebench/sweb.eval.x86_64.django_1776_django-11905:latest
-swebench/sweb.eval.x86_64.django_1776_django-11910:latest
-swebench/sweb.eval.x86_64.django_1776_django-11964:latest
-swebench/sweb.eval.x86_64.django_1776_django-11999:latest
-swebench/sweb.eval.x86_64.django_1776_django-12113:latest
-swebench/sweb.eval.x86_64.django_1776_django-12125:latest
-swebench/sweb.eval.x86_64.django_1776_django-12184:latest
-swebench/sweb.eval.x86_64.django_1776_django-12284:latest
-swebench/sweb.eval.x86_64.django_1776_django-12286:latest
-swebench/sweb.eval.x86_64.django_1776_django-12308:latest
-swebench/sweb.eval.x86_64.django_1776_django-12453:latest
-swebench/sweb.eval.x86_64.django_1776_django-12470:latest
-swebench/sweb.eval.x86_64.django_1776_django-12497:latest
-swebench/sweb.eval.x86_64.django_1776_django-12589:latest
-swebench/sweb.eval.x86_64.django_1776_django-12700:latest
-swebench/sweb.eval.x86_64.django_1776_django-12708:latest
-swebench/sweb.eval.x86_64.django_1776_django-12747:latest
-swebench/sweb.eval.x86_64.django_1776_django-12856:latest
-swebench/sweb.eval.x86_64.django_1776_django-12908:latest
-swebench/sweb.eval.x86_64.django_1776_django-12915:latest
-swebench/sweb.eval.x86_64.django_1776_django-12983:latest
-swebench/sweb.eval.x86_64.django_1776_django-13028:latest
-swebench/sweb.eval.x86_64.django_1776_django-13033:latest
-swebench/sweb.eval.x86_64.django_1776_django-13158:latest
-swebench/sweb.eval.x86_64.django_1776_django-13220:latest
-swebench/sweb.eval.x86_64.django_1776_django-13230:latest
-swebench/sweb.eval.x86_64.django_1776_django-13265:latest
-swebench/sweb.eval.x86_64.django_1776_django-13315:latest
-swebench/sweb.eval.x86_64.django_1776_django-13321:latest
-swebench/sweb.eval.x86_64.django_1776_django-13401:latest
-swebench/sweb.eval.x86_64.django_1776_django-13447:latest
-swebench/sweb.eval.x86_64.django_1776_django-13448:latest
-swebench/sweb.eval.x86_64.django_1776_django-13551:latest
-swebench/sweb.eval.x86_64.django_1776_django-13590:latest
-swebench/sweb.eval.x86_64.django_1776_django-13658:latest
-swebench/sweb.eval.x86_64.django_1776_django-13660:latest
-swebench/sweb.eval.x86_64.django_1776_django-13710:latest
-swebench/sweb.eval.x86_64.django_1776_django-13757:latest
-swebench/sweb.eval.x86_64.django_1776_django-13768:latest
-swebench/sweb.eval.x86_64.django_1776_django-13925:latest
-swebench/sweb.eval.x86_64.django_1776_django-13933:latest
-swebench/sweb.eval.x86_64.django_1776_django-13964:latest
-swebench/sweb.eval.x86_64.django_1776_django-14016:latest
-swebench/sweb.eval.x86_64.django_1776_django-14017:latest
-swebench/sweb.eval.x86_64.django_1776_django-14155:latest
-swebench/sweb.eval.x86_64.django_1776_django-14238:latest
-swebench/sweb.eval.x86_64.django_1776_django-14382:latest
-swebench/sweb.eval.x86_64.django_1776_django-14411:latest
-swebench/sweb.eval.x86_64.django_1776_django-14534:latest
-swebench/sweb.eval.x86_64.django_1776_django-14580:latest
-swebench/sweb.eval.x86_64.django_1776_django-14608:latest
-swebench/sweb.eval.x86_64.django_1776_django-14667:latest
-swebench/sweb.eval.x86_64.django_1776_django-14672:latest
-swebench/sweb.eval.x86_64.django_1776_django-14730:latest
-swebench/sweb.eval.x86_64.django_1776_django-14752:latest
-swebench/sweb.eval.x86_64.django_1776_django-14787:latest
-swebench/sweb.eval.x86_64.django_1776_django-14855:latest
-swebench/sweb.eval.x86_64.django_1776_django-14915:latest
-swebench/sweb.eval.x86_64.django_1776_django-14997:latest
-swebench/sweb.eval.x86_64.django_1776_django-14999:latest
-swebench/sweb.eval.x86_64.django_1776_django-15061:latest
-swebench/sweb.eval.x86_64.django_1776_django-15202:latest
-swebench/sweb.eval.x86_64.django_1776_django-15213:latest
-swebench/sweb.eval.x86_64.django_1776_django-15252:latest
-swebench/sweb.eval.x86_64.django_1776_django-15320:latest
-swebench/sweb.eval.x86_64.django_1776_django-15347:latest
-swebench/sweb.eval.x86_64.django_1776_django-15388:latest
-swebench/sweb.eval.x86_64.django_1776_django-15400:latest
-swebench/sweb.eval.x86_64.django_1776_django-15498:latest
-swebench/sweb.eval.x86_64.django_1776_django-15695:latest
-swebench/sweb.eval.x86_64.django_1776_django-15738:latest
-swebench/sweb.eval.x86_64.django_1776_django-15781:latest
-swebench/sweb.eval.x86_64.django_1776_django-15789:latest
-swebench/sweb.eval.x86_64.django_1776_django-15790:latest
-swebench/sweb.eval.x86_64.django_1776_django-15814:latest
-swebench/sweb.eval.x86_64.django_1776_django-15819:latest
-swebench/sweb.eval.x86_64.django_1776_django-15851:latest
-swebench/sweb.eval.x86_64.django_1776_django-15902:latest
-swebench/sweb.eval.x86_64.django_1776_django-15996:latest
-swebench/sweb.eval.x86_64.django_1776_django-16041:latest
-swebench/sweb.eval.x86_64.django_1776_django-16046:latest
-swebench/sweb.eval.x86_64.django_1776_django-16139:latest
-swebench/sweb.eval.x86_64.django_1776_django-16229:latest
-swebench/sweb.eval.x86_64.django_1776_django-16255:latest
-swebench/sweb.eval.x86_64.django_1776_django-16379:latest
-swebench/sweb.eval.x86_64.django_1776_django-16400:latest
-swebench/sweb.eval.x86_64.django_1776_django-16408:latest
-swebench/sweb.eval.x86_64.django_1776_django-16527:latest
-swebench/sweb.eval.x86_64.django_1776_django-16595:latest
-swebench/sweb.eval.x86_64.django_1776_django-16816:latest
-swebench/sweb.eval.x86_64.django_1776_django-16820:latest
-swebench/sweb.eval.x86_64.django_1776_django-16873:latest
-swebench/sweb.eval.x86_64.django_1776_django-16910:latest
-swebench/sweb.eval.x86_64.django_1776_django-17051:latest
-swebench/sweb.eval.x86_64.django_1776_django-17087:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-18869:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-22711:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-22835:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-23299:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-23314:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-23476:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-23562:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-23563:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-23913:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-23964:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-23987:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-24149:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-24265:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-24334:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-24970:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-25079:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-25311:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-25332:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-25433:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-25442:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-25498:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-26011:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-26020:latest
-swebench/sweb.eval.x86_64.mwaskom_1776_seaborn-2848:latest
-swebench/sweb.eval.x86_64.mwaskom_1776_seaborn-3010:latest
-swebench/sweb.eval.x86_64.mwaskom_1776_seaborn-3190:latest
-swebench/sweb.eval.x86_64.mwaskom_1776_seaborn-3407:latest
-swebench/sweb.eval.x86_64.pallets_1776_flask-4045:latest
-swebench/sweb.eval.x86_64.pallets_1776_flask-4992:latest
-swebench/sweb.eval.x86_64.pallets_1776_flask-5063:latest
-swebench/sweb.eval.x86_64.psf_1776_requests-1963:latest
-swebench/sweb.eval.x86_64.psf_1776_requests-2148:latest
-swebench/sweb.eval.x86_64.psf_1776_requests-2317:latest
-swebench/sweb.eval.x86_64.psf_1776_requests-2674:latest
-swebench/sweb.eval.x86_64.psf_1776_requests-3362:latest
-swebench/sweb.eval.x86_64.psf_1776_requests-863:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-3364:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-4094:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-4248:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-4493:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-5131:latest
-swebench/sweb.eval.x86_64.pylint-dev_1776_pylint-5859:latest
-swebench/sweb.eval.x86_64.pylint-dev_1776_pylint-6506:latest
-swebench/sweb.eval.x86_64.pylint-dev_1776_pylint-7080:latest
-swebench/sweb.eval.x86_64.pylint-dev_1776_pylint-7114:latest
-swebench/sweb.eval.x86_64.pylint-dev_1776_pylint-7228:latest
-swebench/sweb.eval.x86_64.pylint-dev_1776_pylint-7993:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-11143:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-11148:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-5103:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-5221:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-5227:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-5413:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-5495:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-5692:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-6116:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-7168:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-7220:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-7373:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-7432:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-7490:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-8365:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-8906:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-9359:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-10297:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-10508:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-10949:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-11040:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-11281:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-12471:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-13142:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-13241:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-13439:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-13496:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-13497:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-13584:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-13779:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-14087:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-14092:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-14894:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-14983:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-15512:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-15535:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-25500:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-25570:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-25638:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-25747:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-10325:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-10451:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-11445:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-7686:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-7738:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-7975:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-8273:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-8282:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-8435:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-8474:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-8506:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-8595:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-8627:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-8713:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-8721:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-8801:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-11400:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-11870:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-11897:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-12171:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-12236:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-12419:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-12454:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-12481:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13031:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13043:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13146:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13177:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13437:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13471:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13480:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13647:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13773:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13895:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13915:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13971:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-14024:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-14308:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-14317:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-14396:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-14774:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-14817:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-15011:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-15308:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-15345:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-15346:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-15609:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-15678:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-16106:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-16281:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-16503:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-16792:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-16988:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-17022:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-17139:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-17630:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-17655:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-18057:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-18087:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-18189:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-18199:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-18532:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-18621:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-18698:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-18835:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-19007:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-19254:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-19487:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-20049:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-20154:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-20212:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-20322:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-20442:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-20590:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-20639:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-21055:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-21171:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-21379:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-21612:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-21614:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-21627:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-21847:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-22005:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-22714:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-22840:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-23117:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-23191:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-23262:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-24066:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-24102:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-24152:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-24213:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-24909:latest
+sweb.base.x86_64:latest
+sweb.env.x86_64.088a7e628bda9770f9757b:latest
+sweb.env.x86_64.0d80c7dec81ee2f2f513e2:latest
+sweb.env.x86_64.0f99bce2750f3109957bec:latest
+sweb.env.x86_64.1b3b218535da0abf4469cb:latest
+sweb.env.x86_64.1c1a6945f732f9391228c5:latest
+sweb.env.x86_64.1f92e6d7cef88badc4f744:latest
+sweb.env.x86_64.27dd9791e13f5c857a09f9:latest
+sweb.env.x86_64.297af196949a2a635bce66:latest
+sweb.env.x86_64.2baaea72acc974f6c02079:latest
+sweb.env.x86_64.2e50125951bc69cddd7421:latest
+sweb.env.x86_64.2f217c8b4490bfa0e2ba14:latest
+sweb.env.x86_64.31244378a92e3bcce809ac:latest
+sweb.env.x86_64.428468730904ff6b4232aa:latest
+sweb.env.x86_64.5d1fda9d55d65d8a4e5bdb:latest
+sweb.env.x86_64.6b007979cf533f0f3016e8:latest
+sweb.env.x86_64.7037e8c448a4b8ebfe9b13:latest
+sweb.env.x86_64.71498c7426dbf05599642f:latest
+sweb.env.x86_64.756beac07713d7e8dc1129:latest
+sweb.env.x86_64.78278ae2cf880e395f1337:latest
+sweb.env.x86_64.8f1f7b974f0c57c7aeba39:latest
+sweb.env.x86_64.934a137824256b612e9dc5:latest
+sweb.env.x86_64.a0efca7a0fe6719dbf65c2:latest
+sweb.env.x86_64.a18371b03f944585b4f08c:latest
+sweb.env.x86_64.a33dddf55cdff5d8e23374:latest
+sweb.env.x86_64.aa92880033da20ca313928:latest
+sweb.env.x86_64.b649f0ff62fad147f7f073:latest
+sweb.env.x86_64.b7ce4be3b3c35f68c61248:latest
+sweb.env.x86_64.c70909fdac4897d1c685df:latest
+sweb.env.x86_64.c795f4b88616b8462021ed:latest
+sweb.env.x86_64.cc47cc71483942d0c3a15e:latest
+sweb.env.x86_64.dc5ff4c0e3fe8db5afc4da:latest
+sweb.env.x86_64.e3afd7f04b325a4de4982d:latest
+sweb.env.x86_64.e5bb89bf78258a7d14c34b:latest
+sweb.env.x86_64.e83e37f52c09532c62acfb:latest
+sweb.env.x86_64.efa6065ed5bf204410fd53:latest
+sweb.eval.x86_64.astropy_s_astropy-12907:latest
+sweb.eval.x86_64.astropy_s_astropy-14182:latest
+sweb.eval.x86_64.astropy_s_astropy-14365:latest
+sweb.eval.x86_64.astropy_s_astropy-14995:latest
+sweb.eval.x86_64.astropy_s_astropy-6938:latest
+sweb.eval.x86_64.astropy_s_astropy-7746:latest
+sweb.eval.x86_64.django_s_django-10914:latest
+sweb.eval.x86_64.django_s_django-10924:latest
+sweb.eval.x86_64.django_s_django-11001:latest
+sweb.eval.x86_64.django_s_django-11019:latest
+sweb.eval.x86_64.django_s_django-11039:latest
+sweb.eval.x86_64.django_s_django-11049:latest
+sweb.eval.x86_64.django_s_django-11099:latest
+sweb.eval.x86_64.django_s_django-11133:latest
+sweb.eval.x86_64.django_s_django-11179:latest
+sweb.eval.x86_64.django_s_django-11283:latest
+sweb.eval.x86_64.django_s_django-11422:latest
+sweb.eval.x86_64.django_s_django-11564:latest
+sweb.eval.x86_64.django_s_django-11583:latest
+sweb.eval.x86_64.django_s_django-11620:latest
+sweb.eval.x86_64.django_s_django-11630:latest
+sweb.eval.x86_64.django_s_django-11742:latest
+sweb.eval.x86_64.django_s_django-11797:latest
+sweb.eval.x86_64.django_s_django-11815:latest
+sweb.eval.x86_64.django_s_django-11848:latest
+sweb.eval.x86_64.django_s_django-11905:latest
+sweb.eval.x86_64.django_s_django-11910:latest
+sweb.eval.x86_64.django_s_django-11964:latest
+sweb.eval.x86_64.django_s_django-11999:latest
+sweb.eval.x86_64.django_s_django-12113:latest
+sweb.eval.x86_64.django_s_django-12125:latest
+sweb.eval.x86_64.django_s_django-12184:latest
+sweb.eval.x86_64.django_s_django-12284:latest
+sweb.eval.x86_64.django_s_django-12286:latest
+sweb.eval.x86_64.django_s_django-12308:latest
+sweb.eval.x86_64.django_s_django-12453:latest
+sweb.eval.x86_64.django_s_django-12470:latest
+sweb.eval.x86_64.django_s_django-12497:latest
+sweb.eval.x86_64.django_s_django-12589:latest
+sweb.eval.x86_64.django_s_django-12700:latest
+sweb.eval.x86_64.django_s_django-12708:latest
+sweb.eval.x86_64.django_s_django-12747:latest
+sweb.eval.x86_64.django_s_django-12856:latest
+sweb.eval.x86_64.django_s_django-12908:latest
+sweb.eval.x86_64.django_s_django-12915:latest
+sweb.eval.x86_64.django_s_django-12983:latest
+sweb.eval.x86_64.django_s_django-13028:latest
+sweb.eval.x86_64.django_s_django-13033:latest
+sweb.eval.x86_64.django_s_django-13158:latest
+sweb.eval.x86_64.django_s_django-13220:latest
+sweb.eval.x86_64.django_s_django-13230:latest
+sweb.eval.x86_64.django_s_django-13265:latest
+sweb.eval.x86_64.django_s_django-13315:latest
+sweb.eval.x86_64.django_s_django-13321:latest
+sweb.eval.x86_64.django_s_django-13401:latest
+sweb.eval.x86_64.django_s_django-13447:latest
+sweb.eval.x86_64.django_s_django-13448:latest
+sweb.eval.x86_64.django_s_django-13551:latest
+sweb.eval.x86_64.django_s_django-13590:latest
+sweb.eval.x86_64.django_s_django-13658:latest
+sweb.eval.x86_64.django_s_django-13660:latest
+sweb.eval.x86_64.django_s_django-13710:latest
+sweb.eval.x86_64.django_s_django-13757:latest
+sweb.eval.x86_64.django_s_django-13768:latest
+sweb.eval.x86_64.django_s_django-13925:latest
+sweb.eval.x86_64.django_s_django-13933:latest
+sweb.eval.x86_64.django_s_django-13964:latest
+sweb.eval.x86_64.django_s_django-14016:latest
+sweb.eval.x86_64.django_s_django-14017:latest
+sweb.eval.x86_64.django_s_django-14155:latest
+sweb.eval.x86_64.django_s_django-14238:latest
+sweb.eval.x86_64.django_s_django-14382:latest
+sweb.eval.x86_64.django_s_django-14411:latest
+sweb.eval.x86_64.django_s_django-14534:latest
+sweb.eval.x86_64.django_s_django-14580:latest
+sweb.eval.x86_64.django_s_django-14608:latest
+sweb.eval.x86_64.django_s_django-14667:latest
+sweb.eval.x86_64.django_s_django-14672:latest
+sweb.eval.x86_64.django_s_django-14730:latest
+sweb.eval.x86_64.django_s_django-14752:latest
+sweb.eval.x86_64.django_s_django-14787:latest
+sweb.eval.x86_64.django_s_django-14855:latest
+sweb.eval.x86_64.django_s_django-14915:latest
+sweb.eval.x86_64.django_s_django-14997:latest
+sweb.eval.x86_64.django_s_django-14999:latest
+sweb.eval.x86_64.django_s_django-15061:latest
+sweb.eval.x86_64.django_s_django-15202:latest
+sweb.eval.x86_64.django_s_django-15213:latest
+sweb.eval.x86_64.django_s_django-15252:latest
+sweb.eval.x86_64.django_s_django-15320:latest
+sweb.eval.x86_64.django_s_django-15347:latest
+sweb.eval.x86_64.django_s_django-15388:latest
+sweb.eval.x86_64.django_s_django-15400:latest
+sweb.eval.x86_64.django_s_django-15498:latest
+sweb.eval.x86_64.django_s_django-15695:latest
+sweb.eval.x86_64.django_s_django-15738:latest
+sweb.eval.x86_64.django_s_django-15781:latest
+sweb.eval.x86_64.django_s_django-15789:latest
+sweb.eval.x86_64.django_s_django-15790:latest
+sweb.eval.x86_64.django_s_django-15814:latest
+sweb.eval.x86_64.django_s_django-15819:latest
+sweb.eval.x86_64.django_s_django-15851:latest
+sweb.eval.x86_64.django_s_django-15902:latest
+sweb.eval.x86_64.django_s_django-15996:latest
+sweb.eval.x86_64.django_s_django-16041:latest
+sweb.eval.x86_64.django_s_django-16046:latest
+sweb.eval.x86_64.django_s_django-16139:latest
+sweb.eval.x86_64.django_s_django-16229:latest
+sweb.eval.x86_64.django_s_django-16255:latest
+sweb.eval.x86_64.django_s_django-16379:latest
+sweb.eval.x86_64.django_s_django-16400:latest
+sweb.eval.x86_64.django_s_django-16408:latest
+sweb.eval.x86_64.django_s_django-16527:latest
+sweb.eval.x86_64.django_s_django-16595:latest
+sweb.eval.x86_64.django_s_django-16816:latest
+sweb.eval.x86_64.django_s_django-16820:latest
+sweb.eval.x86_64.django_s_django-16873:latest
+sweb.eval.x86_64.django_s_django-16910:latest
+sweb.eval.x86_64.django_s_django-17051:latest
+sweb.eval.x86_64.django_s_django-17087:latest
+sweb.eval.x86_64.matplotlib_s_matplotlib-18869:latest
+sweb.eval.x86_64.matplotlib_s_matplotlib-22711:latest
+sweb.eval.x86_64.matplotlib_s_matplotlib-22835:latest
+sweb.eval.x86_64.matplotlib_s_matplotlib-23299:latest
+sweb.eval.x86_64.matplotlib_s_matplotlib-23314:latest
+sweb.eval.x86_64.matplotlib_s_matplotlib-23476:latest
+sweb.eval.x86_64.matplotlib_s_matplotlib-23562:latest
+sweb.eval.x86_64.matplotlib_s_matplotlib-23563:latest
+sweb.eval.x86_64.matplotlib_s_matplotlib-23913:latest
+sweb.eval.x86_64.matplotlib_s_matplotlib-23964:latest
+sweb.eval.x86_64.matplotlib_s_matplotlib-23987:latest
+sweb.eval.x86_64.matplotlib_s_matplotlib-24149:latest
+sweb.eval.x86_64.matplotlib_s_matplotlib-24265:latest
+sweb.eval.x86_64.matplotlib_s_matplotlib-24334:latest
+sweb.eval.x86_64.matplotlib_s_matplotlib-24970:latest
+sweb.eval.x86_64.matplotlib_s_matplotlib-25079:latest
+sweb.eval.x86_64.matplotlib_s_matplotlib-25311:latest
+sweb.eval.x86_64.matplotlib_s_matplotlib-25332:latest
+sweb.eval.x86_64.matplotlib_s_matplotlib-25433:latest
+sweb.eval.x86_64.matplotlib_s_matplotlib-25442:latest
+sweb.eval.x86_64.matplotlib_s_matplotlib-25498:latest
+sweb.eval.x86_64.matplotlib_s_matplotlib-26011:latest
+sweb.eval.x86_64.matplotlib_s_matplotlib-26020:latest
+sweb.eval.x86_64.mwaskom_s_seaborn-2848:latest
+sweb.eval.x86_64.mwaskom_s_seaborn-3010:latest
+sweb.eval.x86_64.mwaskom_s_seaborn-3190:latest
+sweb.eval.x86_64.mwaskom_s_seaborn-3407:latest
+sweb.eval.x86_64.pallets_s_flask-4045:latest
+sweb.eval.x86_64.pallets_s_flask-4992:latest
+sweb.eval.x86_64.pallets_s_flask-5063:latest
+sweb.eval.x86_64.psf_s_requests-1963:latest
+sweb.eval.x86_64.psf_s_requests-2148:latest
+sweb.eval.x86_64.psf_s_requests-2317:latest
+sweb.eval.x86_64.psf_s_requests-2674:latest
+sweb.eval.x86_64.psf_s_requests-3362:latest
+sweb.eval.x86_64.psf_s_requests-863:latest
+sweb.eval.x86_64.pydata_s_xarray-3364:latest
+sweb.eval.x86_64.pydata_s_xarray-4094:latest
+sweb.eval.x86_64.pydata_s_xarray-4248:latest
+sweb.eval.x86_64.pydata_s_xarray-4493:latest
+sweb.eval.x86_64.pydata_s_xarray-5131:latest
+sweb.eval.x86_64.pylint-dev_s_pylint-5859:latest
+sweb.eval.x86_64.pylint-dev_s_pylint-6506:latest
+sweb.eval.x86_64.pylint-dev_s_pylint-7080:latest
+sweb.eval.x86_64.pylint-dev_s_pylint-7114:latest
+sweb.eval.x86_64.pylint-dev_s_pylint-7228:latest
+sweb.eval.x86_64.pylint-dev_s_pylint-7993:latest
+sweb.eval.x86_64.pytest-dev_s_pytest-11143:latest
+sweb.eval.x86_64.pytest-dev_s_pytest-11148:latest
+sweb.eval.x86_64.pytest-dev_s_pytest-5103:latest
+sweb.eval.x86_64.pytest-dev_s_pytest-5221:latest
+sweb.eval.x86_64.pytest-dev_s_pytest-5227:latest
+sweb.eval.x86_64.pytest-dev_s_pytest-5413:latest
+sweb.eval.x86_64.pytest-dev_s_pytest-5495:latest
+sweb.eval.x86_64.pytest-dev_s_pytest-5692:latest
+sweb.eval.x86_64.pytest-dev_s_pytest-6116:latest
+sweb.eval.x86_64.pytest-dev_s_pytest-7168:latest
+sweb.eval.x86_64.pytest-dev_s_pytest-7220:latest
+sweb.eval.x86_64.pytest-dev_s_pytest-7373:latest
+sweb.eval.x86_64.pytest-dev_s_pytest-7432:latest
+sweb.eval.x86_64.pytest-dev_s_pytest-7490:latest
+sweb.eval.x86_64.pytest-dev_s_pytest-8365:latest
+sweb.eval.x86_64.pytest-dev_s_pytest-8906:latest
+sweb.eval.x86_64.pytest-dev_s_pytest-9359:latest
+sweb.eval.x86_64.scikit-learn_s_scikit-learn-10297:latest
+sweb.eval.x86_64.scikit-learn_s_scikit-learn-10508:latest
+sweb.eval.x86_64.scikit-learn_s_scikit-learn-10949:latest
+sweb.eval.x86_64.scikit-learn_s_scikit-learn-11040:latest
+sweb.eval.x86_64.scikit-learn_s_scikit-learn-11281:latest
+sweb.eval.x86_64.scikit-learn_s_scikit-learn-12471:latest
+sweb.eval.x86_64.scikit-learn_s_scikit-learn-13142:latest
+sweb.eval.x86_64.scikit-learn_s_scikit-learn-13241:latest
+sweb.eval.x86_64.scikit-learn_s_scikit-learn-13439:latest
+sweb.eval.x86_64.scikit-learn_s_scikit-learn-13496:latest
+sweb.eval.x86_64.scikit-learn_s_scikit-learn-13497:latest
+sweb.eval.x86_64.scikit-learn_s_scikit-learn-13584:latest
+sweb.eval.x86_64.scikit-learn_s_scikit-learn-13779:latest
+sweb.eval.x86_64.scikit-learn_s_scikit-learn-14087:latest
+sweb.eval.x86_64.scikit-learn_s_scikit-learn-14092:latest
+sweb.eval.x86_64.scikit-learn_s_scikit-learn-14894:latest
+sweb.eval.x86_64.scikit-learn_s_scikit-learn-14983:latest
+sweb.eval.x86_64.scikit-learn_s_scikit-learn-15512:latest
+sweb.eval.x86_64.scikit-learn_s_scikit-learn-15535:latest
+sweb.eval.x86_64.scikit-learn_s_scikit-learn-25500:latest
+sweb.eval.x86_64.scikit-learn_s_scikit-learn-25570:latest
+sweb.eval.x86_64.scikit-learn_s_scikit-learn-25638:latest
+sweb.eval.x86_64.scikit-learn_s_scikit-learn-25747:latest
+sweb.eval.x86_64.sphinx-doc_s_sphinx-10325:latest
+sweb.eval.x86_64.sphinx-doc_s_sphinx-10451:latest
+sweb.eval.x86_64.sphinx-doc_s_sphinx-11445:latest
+sweb.eval.x86_64.sphinx-doc_s_sphinx-7686:latest
+sweb.eval.x86_64.sphinx-doc_s_sphinx-7738:latest
+sweb.eval.x86_64.sphinx-doc_s_sphinx-7975:latest
+sweb.eval.x86_64.sphinx-doc_s_sphinx-8273:latest
+sweb.eval.x86_64.sphinx-doc_s_sphinx-8282:latest
+sweb.eval.x86_64.sphinx-doc_s_sphinx-8435:latest
+sweb.eval.x86_64.sphinx-doc_s_sphinx-8474:latest
+sweb.eval.x86_64.sphinx-doc_s_sphinx-8506:latest
+sweb.eval.x86_64.sphinx-doc_s_sphinx-8595:latest
+sweb.eval.x86_64.sphinx-doc_s_sphinx-8627:latest
+sweb.eval.x86_64.sphinx-doc_s_sphinx-8713:latest
+sweb.eval.x86_64.sphinx-doc_s_sphinx-8721:latest
+sweb.eval.x86_64.sphinx-doc_s_sphinx-8801:latest
+sweb.eval.x86_64.sympy_s_sympy-11400:latest
+sweb.eval.x86_64.sympy_s_sympy-11870:latest
+sweb.eval.x86_64.sympy_s_sympy-11897:latest
+sweb.eval.x86_64.sympy_s_sympy-12171:latest
+sweb.eval.x86_64.sympy_s_sympy-12236:latest
+sweb.eval.x86_64.sympy_s_sympy-12419:latest
+sweb.eval.x86_64.sympy_s_sympy-12454:latest
+sweb.eval.x86_64.sympy_s_sympy-12481:latest
+sweb.eval.x86_64.sympy_s_sympy-13031:latest
+sweb.eval.x86_64.sympy_s_sympy-13043:latest
+sweb.eval.x86_64.sympy_s_sympy-13146:latest
+sweb.eval.x86_64.sympy_s_sympy-13177:latest
+sweb.eval.x86_64.sympy_s_sympy-13437:latest
+sweb.eval.x86_64.sympy_s_sympy-13471:latest
+sweb.eval.x86_64.sympy_s_sympy-13480:latest
+sweb.eval.x86_64.sympy_s_sympy-13647:latest
+sweb.eval.x86_64.sympy_s_sympy-13773:latest
+sweb.eval.x86_64.sympy_s_sympy-13895:latest
+sweb.eval.x86_64.sympy_s_sympy-13915:latest
+sweb.eval.x86_64.sympy_s_sympy-13971:latest
+sweb.eval.x86_64.sympy_s_sympy-14024:latest
+sweb.eval.x86_64.sympy_s_sympy-14308:latest
+sweb.eval.x86_64.sympy_s_sympy-14317:latest
+sweb.eval.x86_64.sympy_s_sympy-14396:latest
+sweb.eval.x86_64.sympy_s_sympy-14774:latest
+sweb.eval.x86_64.sympy_s_sympy-14817:latest
+sweb.eval.x86_64.sympy_s_sympy-15011:latest
+sweb.eval.x86_64.sympy_s_sympy-15308:latest
+sweb.eval.x86_64.sympy_s_sympy-15345:latest
+sweb.eval.x86_64.sympy_s_sympy-15346:latest
+sweb.eval.x86_64.sympy_s_sympy-15609:latest
+sweb.eval.x86_64.sympy_s_sympy-15678:latest
+sweb.eval.x86_64.sympy_s_sympy-16106:latest
+sweb.eval.x86_64.sympy_s_sympy-16281:latest
+sweb.eval.x86_64.sympy_s_sympy-16503:latest
+sweb.eval.x86_64.sympy_s_sympy-16792:latest
+sweb.eval.x86_64.sympy_s_sympy-16988:latest
+sweb.eval.x86_64.sympy_s_sympy-17022:latest
+sweb.eval.x86_64.sympy_s_sympy-17139:latest
+sweb.eval.x86_64.sympy_s_sympy-17630:latest
+sweb.eval.x86_64.sympy_s_sympy-17655:latest
+sweb.eval.x86_64.sympy_s_sympy-18057:latest
+sweb.eval.x86_64.sympy_s_sympy-18087:latest
+sweb.eval.x86_64.sympy_s_sympy-18189:latest
+sweb.eval.x86_64.sympy_s_sympy-18199:latest
+sweb.eval.x86_64.sympy_s_sympy-18532:latest
+sweb.eval.x86_64.sympy_s_sympy-18621:latest
+sweb.eval.x86_64.sympy_s_sympy-18698:latest
+sweb.eval.x86_64.sympy_s_sympy-18835:latest
+sweb.eval.x86_64.sympy_s_sympy-19007:latest
+sweb.eval.x86_64.sympy_s_sympy-19254:latest
+sweb.eval.x86_64.sympy_s_sympy-19487:latest
+sweb.eval.x86_64.sympy_s_sympy-20049:latest
+sweb.eval.x86_64.sympy_s_sympy-20154:latest
+sweb.eval.x86_64.sympy_s_sympy-20212:latest
+sweb.eval.x86_64.sympy_s_sympy-20322:latest
+sweb.eval.x86_64.sympy_s_sympy-20442:latest
+sweb.eval.x86_64.sympy_s_sympy-20590:latest
+sweb.eval.x86_64.sympy_s_sympy-20639:latest
+sweb.eval.x86_64.sympy_s_sympy-21055:latest
+sweb.eval.x86_64.sympy_s_sympy-21171:latest
+sweb.eval.x86_64.sympy_s_sympy-21379:latest
+sweb.eval.x86_64.sympy_s_sympy-21612:latest
+sweb.eval.x86_64.sympy_s_sympy-21614:latest
+sweb.eval.x86_64.sympy_s_sympy-21627:latest
+sweb.eval.x86_64.sympy_s_sympy-21847:latest
+sweb.eval.x86_64.sympy_s_sympy-22005:latest
+sweb.eval.x86_64.sympy_s_sympy-22714:latest
+sweb.eval.x86_64.sympy_s_sympy-22840:latest
+sweb.eval.x86_64.sympy_s_sympy-23117:latest
+sweb.eval.x86_64.sympy_s_sympy-23191:latest
+sweb.eval.x86_64.sympy_s_sympy-23262:latest
+sweb.eval.x86_64.sympy_s_sympy-24066:latest
+sweb.eval.x86_64.sympy_s_sympy-24102:latest
+sweb.eval.x86_64.sympy_s_sympy-24152:latest
+sweb.eval.x86_64.sympy_s_sympy-24213:latest
+sweb.eval.x86_64.sympy_s_sympy-24909:latest

evaluation/benchmarks/swe_bench/scripts/docker/all-swebench-verified-instance-images.txt

@@ -1,500 +0,0 @@
-swebench/sweb.eval.x86_64.astropy_1776_astropy-12907:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-13033:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-13236:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-13398:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-13453:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-13579:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-13977:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-14096:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-14182:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-14309:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-14365:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-14369:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-14508:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-14539:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-14598:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-14995:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-7166:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-7336:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-7606:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-7671:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-8707:latest
-swebench/sweb.eval.x86_64.astropy_1776_astropy-8872:latest
-swebench/sweb.eval.x86_64.django_1776_django-10097:latest
-swebench/sweb.eval.x86_64.django_1776_django-10554:latest
-swebench/sweb.eval.x86_64.django_1776_django-10880:latest
-swebench/sweb.eval.x86_64.django_1776_django-10914:latest
-swebench/sweb.eval.x86_64.django_1776_django-10973:latest
-swebench/sweb.eval.x86_64.django_1776_django-10999:latest
-swebench/sweb.eval.x86_64.django_1776_django-11066:latest
-swebench/sweb.eval.x86_64.django_1776_django-11087:latest
-swebench/sweb.eval.x86_64.django_1776_django-11095:latest
-swebench/sweb.eval.x86_64.django_1776_django-11099:latest
-swebench/sweb.eval.x86_64.django_1776_django-11119:latest
-swebench/sweb.eval.x86_64.django_1776_django-11133:latest
-swebench/sweb.eval.x86_64.django_1776_django-11138:latest
-swebench/sweb.eval.x86_64.django_1776_django-11141:latest
-swebench/sweb.eval.x86_64.django_1776_django-11149:latest
-swebench/sweb.eval.x86_64.django_1776_django-11163:latest
-swebench/sweb.eval.x86_64.django_1776_django-11179:latest
-swebench/sweb.eval.x86_64.django_1776_django-11206:latest
-swebench/sweb.eval.x86_64.django_1776_django-11211:latest
-swebench/sweb.eval.x86_64.django_1776_django-11239:latest
-swebench/sweb.eval.x86_64.django_1776_django-11265:latest
-swebench/sweb.eval.x86_64.django_1776_django-11276:latest
-swebench/sweb.eval.x86_64.django_1776_django-11292:latest
-swebench/sweb.eval.x86_64.django_1776_django-11299:latest
-swebench/sweb.eval.x86_64.django_1776_django-11333:latest
-swebench/sweb.eval.x86_64.django_1776_django-11400:latest
-swebench/sweb.eval.x86_64.django_1776_django-11433:latest
-swebench/sweb.eval.x86_64.django_1776_django-11451:latest
-swebench/sweb.eval.x86_64.django_1776_django-11477:latest
-swebench/sweb.eval.x86_64.django_1776_django-11490:latest
-swebench/sweb.eval.x86_64.django_1776_django-11532:latest
-swebench/sweb.eval.x86_64.django_1776_django-11551:latest
-swebench/sweb.eval.x86_64.django_1776_django-11555:latest
-swebench/sweb.eval.x86_64.django_1776_django-11603:latest
-swebench/sweb.eval.x86_64.django_1776_django-11728:latest
-swebench/sweb.eval.x86_64.django_1776_django-11734:latest
-swebench/sweb.eval.x86_64.django_1776_django-11740:latest
-swebench/sweb.eval.x86_64.django_1776_django-11749:latest
-swebench/sweb.eval.x86_64.django_1776_django-11790:latest
-swebench/sweb.eval.x86_64.django_1776_django-11815:latest
-swebench/sweb.eval.x86_64.django_1776_django-11820:latest
-swebench/sweb.eval.x86_64.django_1776_django-11848:latest
-swebench/sweb.eval.x86_64.django_1776_django-11880:latest
-swebench/sweb.eval.x86_64.django_1776_django-11885:latest
-swebench/sweb.eval.x86_64.django_1776_django-11951:latest
-swebench/sweb.eval.x86_64.django_1776_django-11964:latest
-swebench/sweb.eval.x86_64.django_1776_django-11999:latest
-swebench/sweb.eval.x86_64.django_1776_django-12039:latest
-swebench/sweb.eval.x86_64.django_1776_django-12050:latest
-swebench/sweb.eval.x86_64.django_1776_django-12125:latest
-swebench/sweb.eval.x86_64.django_1776_django-12143:latest
-swebench/sweb.eval.x86_64.django_1776_django-12155:latest
-swebench/sweb.eval.x86_64.django_1776_django-12193:latest
-swebench/sweb.eval.x86_64.django_1776_django-12209:latest
-swebench/sweb.eval.x86_64.django_1776_django-12262:latest
-swebench/sweb.eval.x86_64.django_1776_django-12273:latest
-swebench/sweb.eval.x86_64.django_1776_django-12276:latest
-swebench/sweb.eval.x86_64.django_1776_django-12304:latest
-swebench/sweb.eval.x86_64.django_1776_django-12308:latest
-swebench/sweb.eval.x86_64.django_1776_django-12325:latest
-swebench/sweb.eval.x86_64.django_1776_django-12406:latest
-swebench/sweb.eval.x86_64.django_1776_django-12419:latest
-swebench/sweb.eval.x86_64.django_1776_django-12663:latest
-swebench/sweb.eval.x86_64.django_1776_django-12708:latest
-swebench/sweb.eval.x86_64.django_1776_django-12713:latest
-swebench/sweb.eval.x86_64.django_1776_django-12741:latest
-swebench/sweb.eval.x86_64.django_1776_django-12754:latest
-swebench/sweb.eval.x86_64.django_1776_django-12774:latest
-swebench/sweb.eval.x86_64.django_1776_django-12858:latest
-swebench/sweb.eval.x86_64.django_1776_django-12965:latest
-swebench/sweb.eval.x86_64.django_1776_django-13012:latest
-swebench/sweb.eval.x86_64.django_1776_django-13023:latest
-swebench/sweb.eval.x86_64.django_1776_django-13028:latest
-swebench/sweb.eval.x86_64.django_1776_django-13033:latest
-swebench/sweb.eval.x86_64.django_1776_django-13089:latest
-swebench/sweb.eval.x86_64.django_1776_django-13109:latest
-swebench/sweb.eval.x86_64.django_1776_django-13112:latest
-swebench/sweb.eval.x86_64.django_1776_django-13121:latest
-swebench/sweb.eval.x86_64.django_1776_django-13128:latest
-swebench/sweb.eval.x86_64.django_1776_django-13158:latest
-swebench/sweb.eval.x86_64.django_1776_django-13195:latest
-swebench/sweb.eval.x86_64.django_1776_django-13212:latest
-swebench/sweb.eval.x86_64.django_1776_django-13279:latest
-swebench/sweb.eval.x86_64.django_1776_django-13297:latest
-swebench/sweb.eval.x86_64.django_1776_django-13315:latest
-swebench/sweb.eval.x86_64.django_1776_django-13343:latest
-swebench/sweb.eval.x86_64.django_1776_django-13344:latest
-swebench/sweb.eval.x86_64.django_1776_django-13346:latest
-swebench/sweb.eval.x86_64.django_1776_django-13363:latest
-swebench/sweb.eval.x86_64.django_1776_django-13401:latest
-swebench/sweb.eval.x86_64.django_1776_django-13406:latest
-swebench/sweb.eval.x86_64.django_1776_django-13410:latest
-swebench/sweb.eval.x86_64.django_1776_django-13417:latest
-swebench/sweb.eval.x86_64.django_1776_django-13449:latest
-swebench/sweb.eval.x86_64.django_1776_django-13512:latest
-swebench/sweb.eval.x86_64.django_1776_django-13513:latest
-swebench/sweb.eval.x86_64.django_1776_django-13516:latest
-swebench/sweb.eval.x86_64.django_1776_django-13551:latest
-swebench/sweb.eval.x86_64.django_1776_django-13568:latest
-swebench/sweb.eval.x86_64.django_1776_django-13569:latest
-swebench/sweb.eval.x86_64.django_1776_django-13590:latest
-swebench/sweb.eval.x86_64.django_1776_django-13658:latest
-swebench/sweb.eval.x86_64.django_1776_django-13670:latest
-swebench/sweb.eval.x86_64.django_1776_django-13741:latest
-swebench/sweb.eval.x86_64.django_1776_django-13786:latest
-swebench/sweb.eval.x86_64.django_1776_django-13794:latest
-swebench/sweb.eval.x86_64.django_1776_django-13807:latest
-swebench/sweb.eval.x86_64.django_1776_django-13809:latest
-swebench/sweb.eval.x86_64.django_1776_django-13810:latest
-swebench/sweb.eval.x86_64.django_1776_django-13820:latest
-swebench/sweb.eval.x86_64.django_1776_django-13821:latest
-swebench/sweb.eval.x86_64.django_1776_django-13837:latest
-swebench/sweb.eval.x86_64.django_1776_django-13925:latest
-swebench/sweb.eval.x86_64.django_1776_django-13933:latest
-swebench/sweb.eval.x86_64.django_1776_django-13964:latest
-swebench/sweb.eval.x86_64.django_1776_django-14007:latest
-swebench/sweb.eval.x86_64.django_1776_django-14011:latest
-swebench/sweb.eval.x86_64.django_1776_django-14017:latest
-swebench/sweb.eval.x86_64.django_1776_django-14034:latest
-swebench/sweb.eval.x86_64.django_1776_django-14053:latest
-swebench/sweb.eval.x86_64.django_1776_django-14089:latest
-swebench/sweb.eval.x86_64.django_1776_django-14122:latest
-swebench/sweb.eval.x86_64.django_1776_django-14140:latest
-swebench/sweb.eval.x86_64.django_1776_django-14155:latest
-swebench/sweb.eval.x86_64.django_1776_django-14170:latest
-swebench/sweb.eval.x86_64.django_1776_django-14238:latest
-swebench/sweb.eval.x86_64.django_1776_django-14311:latest
-swebench/sweb.eval.x86_64.django_1776_django-14315:latest
-swebench/sweb.eval.x86_64.django_1776_django-14349:latest
-swebench/sweb.eval.x86_64.django_1776_django-14351:latest
-swebench/sweb.eval.x86_64.django_1776_django-14373:latest
-swebench/sweb.eval.x86_64.django_1776_django-14376:latest
-swebench/sweb.eval.x86_64.django_1776_django-14404:latest
-swebench/sweb.eval.x86_64.django_1776_django-14434:latest
-swebench/sweb.eval.x86_64.django_1776_django-14493:latest
-swebench/sweb.eval.x86_64.django_1776_django-14500:latest
-swebench/sweb.eval.x86_64.django_1776_django-14534:latest
-swebench/sweb.eval.x86_64.django_1776_django-14539:latest
-swebench/sweb.eval.x86_64.django_1776_django-14559:latest
-swebench/sweb.eval.x86_64.django_1776_django-14580:latest
-swebench/sweb.eval.x86_64.django_1776_django-14608:latest
-swebench/sweb.eval.x86_64.django_1776_django-14631:latest
-swebench/sweb.eval.x86_64.django_1776_django-14672:latest
-swebench/sweb.eval.x86_64.django_1776_django-14725:latest
-swebench/sweb.eval.x86_64.django_1776_django-14752:latest
-swebench/sweb.eval.x86_64.django_1776_django-14765:latest
-swebench/sweb.eval.x86_64.django_1776_django-14771:latest
-swebench/sweb.eval.x86_64.django_1776_django-14787:latest
-swebench/sweb.eval.x86_64.django_1776_django-14792:latest
-swebench/sweb.eval.x86_64.django_1776_django-14855:latest
-swebench/sweb.eval.x86_64.django_1776_django-14915:latest
-swebench/sweb.eval.x86_64.django_1776_django-14999:latest
-swebench/sweb.eval.x86_64.django_1776_django-15022:latest
-swebench/sweb.eval.x86_64.django_1776_django-15037:latest
-swebench/sweb.eval.x86_64.django_1776_django-15098:latest
-swebench/sweb.eval.x86_64.django_1776_django-15103:latest
-swebench/sweb.eval.x86_64.django_1776_django-15104:latest
-swebench/sweb.eval.x86_64.django_1776_django-15127:latest
-swebench/sweb.eval.x86_64.django_1776_django-15128:latest
-swebench/sweb.eval.x86_64.django_1776_django-15161:latest
-swebench/sweb.eval.x86_64.django_1776_django-15252:latest
-swebench/sweb.eval.x86_64.django_1776_django-15268:latest
-swebench/sweb.eval.x86_64.django_1776_django-15277:latest
-swebench/sweb.eval.x86_64.django_1776_django-15278:latest
-swebench/sweb.eval.x86_64.django_1776_django-15280:latest
-swebench/sweb.eval.x86_64.django_1776_django-15315:latest
-swebench/sweb.eval.x86_64.django_1776_django-15368:latest
-swebench/sweb.eval.x86_64.django_1776_django-15375:latest
-swebench/sweb.eval.x86_64.django_1776_django-15380:latest
-swebench/sweb.eval.x86_64.django_1776_django-15382:latest
-swebench/sweb.eval.x86_64.django_1776_django-15467:latest
-swebench/sweb.eval.x86_64.django_1776_django-15499:latest
-swebench/sweb.eval.x86_64.django_1776_django-15503:latest
-swebench/sweb.eval.x86_64.django_1776_django-15525:latest
-swebench/sweb.eval.x86_64.django_1776_django-15554:latest
-swebench/sweb.eval.x86_64.django_1776_django-15561:latest
-swebench/sweb.eval.x86_64.django_1776_django-15563:latest
-swebench/sweb.eval.x86_64.django_1776_django-15569:latest
-swebench/sweb.eval.x86_64.django_1776_django-15572:latest
-swebench/sweb.eval.x86_64.django_1776_django-15629:latest
-swebench/sweb.eval.x86_64.django_1776_django-15695:latest
-swebench/sweb.eval.x86_64.django_1776_django-15731:latest
-swebench/sweb.eval.x86_64.django_1776_django-15732:latest
-swebench/sweb.eval.x86_64.django_1776_django-15741:latest
-swebench/sweb.eval.x86_64.django_1776_django-15814:latest
-swebench/sweb.eval.x86_64.django_1776_django-15851:latest
-swebench/sweb.eval.x86_64.django_1776_django-15863:latest
-swebench/sweb.eval.x86_64.django_1776_django-15916:latest
-swebench/sweb.eval.x86_64.django_1776_django-15930:latest
-swebench/sweb.eval.x86_64.django_1776_django-15957:latest
-swebench/sweb.eval.x86_64.django_1776_django-15973:latest
-swebench/sweb.eval.x86_64.django_1776_django-15987:latest
-swebench/sweb.eval.x86_64.django_1776_django-16032:latest
-swebench/sweb.eval.x86_64.django_1776_django-16082:latest
-swebench/sweb.eval.x86_64.django_1776_django-16100:latest
-swebench/sweb.eval.x86_64.django_1776_django-16116:latest
-swebench/sweb.eval.x86_64.django_1776_django-16136:latest
-swebench/sweb.eval.x86_64.django_1776_django-16139:latest
-swebench/sweb.eval.x86_64.django_1776_django-16145:latest
-swebench/sweb.eval.x86_64.django_1776_django-16255:latest
-swebench/sweb.eval.x86_64.django_1776_django-16256:latest
-swebench/sweb.eval.x86_64.django_1776_django-16263:latest
-swebench/sweb.eval.x86_64.django_1776_django-16315:latest
-swebench/sweb.eval.x86_64.django_1776_django-16333:latest
-swebench/sweb.eval.x86_64.django_1776_django-16429:latest
-swebench/sweb.eval.x86_64.django_1776_django-16454:latest
-swebench/sweb.eval.x86_64.django_1776_django-16485:latest
-swebench/sweb.eval.x86_64.django_1776_django-16493:latest
-swebench/sweb.eval.x86_64.django_1776_django-16502:latest
-swebench/sweb.eval.x86_64.django_1776_django-16527:latest
-swebench/sweb.eval.x86_64.django_1776_django-16560:latest
-swebench/sweb.eval.x86_64.django_1776_django-16569:latest
-swebench/sweb.eval.x86_64.django_1776_django-16595:latest
-swebench/sweb.eval.x86_64.django_1776_django-16612:latest
-swebench/sweb.eval.x86_64.django_1776_django-16631:latest
-swebench/sweb.eval.x86_64.django_1776_django-16642:latest
-swebench/sweb.eval.x86_64.django_1776_django-16661:latest
-swebench/sweb.eval.x86_64.django_1776_django-16662:latest
-swebench/sweb.eval.x86_64.django_1776_django-16667:latest
-swebench/sweb.eval.x86_64.django_1776_django-16801:latest
-swebench/sweb.eval.x86_64.django_1776_django-16819:latest
-swebench/sweb.eval.x86_64.django_1776_django-16877:latest
-swebench/sweb.eval.x86_64.django_1776_django-16899:latest
-swebench/sweb.eval.x86_64.django_1776_django-16901:latest
-swebench/sweb.eval.x86_64.django_1776_django-16938:latest
-swebench/sweb.eval.x86_64.django_1776_django-16950:latest
-swebench/sweb.eval.x86_64.django_1776_django-17029:latest
-swebench/sweb.eval.x86_64.django_1776_django-17084:latest
-swebench/sweb.eval.x86_64.django_1776_django-17087:latest
-swebench/sweb.eval.x86_64.django_1776_django-7530:latest
-swebench/sweb.eval.x86_64.django_1776_django-9296:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-13989:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-14623:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-20488:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-20676:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-20826:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-20859:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-21568:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-22719:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-22865:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-22871:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-23299:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-23314:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-23412:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-23476:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-24026:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-24149:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-24177:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-24570:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-24627:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-24637:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-24870:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-24970:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-25122:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-25287:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-25311:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-25332:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-25479:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-25775:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-25960:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-26113:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-26208:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-26291:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-26342:latest
-swebench/sweb.eval.x86_64.matplotlib_1776_matplotlib-26466:latest
-swebench/sweb.eval.x86_64.mwaskom_1776_seaborn-3069:latest
-swebench/sweb.eval.x86_64.mwaskom_1776_seaborn-3187:latest
-swebench/sweb.eval.x86_64.pallets_1776_flask-5014:latest
-swebench/sweb.eval.x86_64.psf_1776_requests-1142:latest
-swebench/sweb.eval.x86_64.psf_1776_requests-1724:latest
-swebench/sweb.eval.x86_64.psf_1776_requests-1766:latest
-swebench/sweb.eval.x86_64.psf_1776_requests-1921:latest
-swebench/sweb.eval.x86_64.psf_1776_requests-2317:latest
-swebench/sweb.eval.x86_64.psf_1776_requests-2931:latest
-swebench/sweb.eval.x86_64.psf_1776_requests-5414:latest
-swebench/sweb.eval.x86_64.psf_1776_requests-6028:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-2905:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-3095:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-3151:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-3305:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-3677:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-3993:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-4075:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-4094:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-4356:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-4629:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-4687:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-4695:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-4966:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-6461:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-6599:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-6721:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-6744:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-6938:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-6992:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-7229:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-7233:latest
-swebench/sweb.eval.x86_64.pydata_1776_xarray-7393:latest
-swebench/sweb.eval.x86_64.pylint-dev_1776_pylint-4551:latest
-swebench/sweb.eval.x86_64.pylint-dev_1776_pylint-4604:latest
-swebench/sweb.eval.x86_64.pylint-dev_1776_pylint-4661:latest
-swebench/sweb.eval.x86_64.pylint-dev_1776_pylint-4970:latest
-swebench/sweb.eval.x86_64.pylint-dev_1776_pylint-6386:latest
-swebench/sweb.eval.x86_64.pylint-dev_1776_pylint-6528:latest
-swebench/sweb.eval.x86_64.pylint-dev_1776_pylint-6903:latest
-swebench/sweb.eval.x86_64.pylint-dev_1776_pylint-7080:latest
-swebench/sweb.eval.x86_64.pylint-dev_1776_pylint-7277:latest
-swebench/sweb.eval.x86_64.pylint-dev_1776_pylint-8898:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-10051:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-10081:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-10356:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-5262:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-5631:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-5787:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-5809:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-5840:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-6197:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-6202:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-7205:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-7236:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-7324:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-7432:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-7490:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-7521:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-7571:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-7982:latest
-swebench/sweb.eval.x86_64.pytest-dev_1776_pytest-8399:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-10297:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-10844:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-10908:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-11310:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-11578:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-12585:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-12682:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-12973:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-13124:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-13135:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-13142:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-13328:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-13439:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-13496:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-13779:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-14053:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-14087:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-14141:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-14496:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-14629:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-14710:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-14894:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-14983:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-15100:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-25102:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-25232:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-25747:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-25931:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-25973:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-26194:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-26323:latest
-swebench/sweb.eval.x86_64.scikit-learn_1776_scikit-learn-9288:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-10323:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-10435:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-10449:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-10466:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-10614:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-10673:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-11445:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-11510:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-7440:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-7454:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-7462:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-7590:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-7748:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-7757:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-7889:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-7910:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-7985:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-8035:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-8056:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-8120:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-8265:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-8269:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-8459:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-8475:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-8548:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-8551:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-8593:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-8595:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-8621:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-8638:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-8721:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-9229:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-9230:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-9258:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-9281:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-9320:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-9367:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-9461:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-9591:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-9602:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-9658:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-9673:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-9698:latest
-swebench/sweb.eval.x86_64.sphinx-doc_1776_sphinx-9711:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-11618:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-12096:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-12419:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-12481:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-12489:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13031:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13091:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13372:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13480:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13551:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13615:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13647:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13757:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13798:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13852:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13877:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13878:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-13974:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-14248:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-14531:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-14711:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-14976:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-15017:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-15345:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-15349:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-15599:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-15809:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-15875:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-15976:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-16450:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-16597:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-16766:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-16792:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-16886:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-17139:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-17318:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-17630:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-17655:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-18189:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-18199:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-18211:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-18698:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-18763:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-19040:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-19346:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-19495:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-19637:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-19783:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-19954:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-20154:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-20428:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-20438:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-20590:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-20801:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-20916:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-21379:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-21596:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-21612:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-21847:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-21930:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-22080:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-22456:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-22714:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-22914:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-23262:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-23413:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-23534:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-23824:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-23950:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-24066:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-24213:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-24443:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-24539:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-24562:latest
-swebench/sweb.eval.x86_64.sympy_1776_sympy-24661:latest

evaluation/benchmarks/swe_bench/scripts/docker/get_docker_image_names.py

@@ -1,50 +0,0 @@
-"""Get official docker image names for SWE-bench instances."""
-
-import argparse
-
-from datasets import load_dataset
-
-parser = argparse.ArgumentParser()
-parser.add_argument('--dataset', type=str, default='princeton-nlp/SWE-bench')
-parser.add_argument('--split', type=str, default='test')
-parser.add_argument('--output', type=str, default='swebench_images.txt')
-args = parser.parse_args()
-
-SUPPORTED_DATASET = {
-    'princeton-nlp/SWE-bench_Multimodal',
-    'princeton-nlp/SWE-bench',
-    'princeton-nlp/SWE-bench_Lite',
-    'princeton-nlp/SWE-bench_Verified',
-}
-assert args.dataset in SUPPORTED_DATASET, f'Dataset {args.dataset} not supported'
-
-
-def swebench_instance_id_to_docker_image_name(instance_id: str) -> str:
-    # swebench/sweb.eval.x86_64.django_1776_django-11333:v1
-    repo, name = instance_id.split('__')
-    return f'swebench/sweb.eval.x86_64.{repo}_1776_{name}:latest'
-
-
-def swebench_multimodal_instance_id_to_docker_image_name(instance_id: str) -> str:
-    # swebench/sweb.mm.eval.x86_64.openlayers_1776_openlayers-12172
-    repo, name = instance_id.split('__')
-    return f'swebench/sweb.mm.eval.x86_64.{repo}_1776_{name}:latest'
-
-
-dataset = load_dataset(args.dataset, split=args.split)
-instance_ids = dataset['instance_id']
-
-print(f'Loading {len(instance_ids)} instances from {args.dataset} split {args.split}')
-with open(args.output, 'w') as f:
-    for instance_id in instance_ids:
-        if args.dataset in [
-            'princeton-nlp/SWE-bench',
-            'princeton-nlp/SWE-bench_Lite',
-            'princeton-nlp/SWE-bench_Verified',
-        ]:
-            f.write(swebench_instance_id_to_docker_image_name(instance_id) + '\n')
-        else:
-            f.write(
-                swebench_multimodal_instance_id_to_docker_image_name(instance_id) + '\n'
-            )
-print(f'Saved {len(instance_ids)} images to {args.output}')

evaluation/benchmarks/swe_bench/scripts/docker/pull_all_eval_docker.sh

@@ -1,36 +1,66 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -e
 
-SET=$1
-# check set is in ["full", "lite", "verified"]
-if [ "$SET" != "full" ] && [ "$SET" != "lite" ] && [ "$SET" != "verified" ]; then
-    echo "Error: argument 1 must be one of: full, lite, verified"
+LEVEL=$1
+# three levels:
+# - base, keyword "sweb.base"
+# - env, keyword "sweb.env"
+# - instance, keyword "sweb.eval"
+SET=$2
+
+if [ -z "$LEVEL" ]; then
+    echo "Usage: $0 <cache_level> <set>"
+    echo "cache_level: base, env, or instance"
+    echo "set: lite, full"
     exit 1
 fi
 
-input_file=evaluation/benchmarks/swe_bench/scripts/docker/all-swebench-${SET}-instance-images.txt
-echo "Downloading images based on ${input_file}"
-# Check if the file exists
-if [ ! -f "$input_file" ]; then
-    echo "Error: File '$input_file' not found"
-    exit 1
+if [ -z "$SET" ]; then
+    echo "Usage: $0 <cache_level> <set>"
+    echo "cache_level: base, env, or instance"
+    echo "set: lite, full, default is lite"
+    SET="lite"
 fi
 
-# Get total number of images
-total_images=$(wc -l < "${input_file}")
-counter=0
+# Check if namespace is provided via argument $3, otherwise default to 'xingyaoww'
+NAMESPACE=${3:-xingyaoww}
 
-echo "Starting to pull ${total_images} images"
+echo "Using namespace: $NAMESPACE"
 
-# Read the file line by line and pull each image
-while IFS= read -r image; do
-    # Skip empty lines or comments
-    if [ -n "$image" ] && [[ ! "$image" =~ ^[[:space:]]*# ]]; then
-        counter=$((counter + 1))
-        echo "[${counter}/${total_images}] Pulling ${image}"
-        docker pull "${image}"
-        sleep 2
-    fi
-done < "${input_file}"
+if [ "$SET" == "lite" ]; then
+    IMAGE_FILE="$(dirname "$0")/all-swebench-lite-instance-images.txt"
+else
+    IMAGE_FILE="$(dirname "$0")/all-swebench-full-instance-images.txt"
+fi
 
-echo "Finished pulling all images"
+# Define a pattern based on the level
+case $LEVEL in
+    base)
+        PATTERN="sweb.base"
+        ;;
+    env)
+        PATTERN="sweb.base\|sweb.env"
+        ;;
+    instance)
+        PATTERN="sweb.base\|sweb.env\|sweb.eval"
+        ;;
+    *)
+        echo "Invalid cache level: $LEVEL"
+        echo "Valid levels are: base, env, instance"
+        exit 1
+        ;;
+esac
+
+echo "Pulling docker images for [$LEVEL] level"
+
+echo "Pattern: $PATTERN"
+echo "Image file: $IMAGE_FILE"
+
+# Read each line from the file, filter by pattern, and pull the docker image
+grep "$PATTERN" "$IMAGE_FILE" | while IFS= read -r image; do
+    echo "Pulling $NAMESPACE/$image into $image"
+    docker pull $NAMESPACE/$image
+    # replace _s_ to __ in the image name
+    renamed_image=$(echo "$image" | sed 's/_s_/__/g')
+    docker tag $NAMESPACE/$image $renamed_image
+done

evaluation/benchmarks/swe_bench/scripts/docker/push_eval_docker.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 
 # This is ONLY used for pushing docker images created by https://github.com/princeton-nlp/SWE-bench/blob/main/docs/20240627_docker/README.md
 

evaluation/benchmarks/swe_bench/scripts/eval/compare_outputs.py

@@ -1,7 +1,6 @@
 #!/usr/bin/env python3
 import argparse
 import os
-import subprocess
 
 import pandas as pd
 from termcolor import colored
@@ -36,23 +35,6 @@ if args.only_x_instances:
         f'After removing instances not in X={args.input_file_1}: Y={df2.shape[0]} instances'
     )
 
-
-# Add summarization step for each input file
-def summarize_file(file_path):
-    script_dir = os.path.dirname(os.path.abspath(__file__))
-    summarize_script = os.path.join(script_dir, 'summarize_outputs.py')
-
-    print(f'\nSummary for {file_path}:')
-    print('=' * 80)
-    subprocess.run(['python', summarize_script, file_path], check=True)
-    print('=' * 80)
-
-
-# Generate summaries
-summarize_file(args.input_file_1)
-summarize_file(args.input_file_2)
-
-
 # Get the intersection of the instance_ids
 df = pd.merge(df1, df2, on='instance_id', how='inner')
 

evaluation/benchmarks/swe_bench/scripts/eval/convert_oh_folder_to_swebench_submission.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 
 FOLDER_PATH=$1
 NEW_FOLDER_PATH=${FOLDER_PATH}.swebench_submission

evaluation/benchmarks/swe_bench/scripts/eval/convert_oh_output_to_md.py

@@ -248,22 +248,6 @@ def write_row_to_md_file(row, instance_id_to_test_result):
 
     completions = load_completions(instance_id)
 
-    # report file
-    global output_dir
-    report_file = os.path.join(output_dir, 'eval_outputs', instance_id, 'report.json')
-    if os.path.exists(report_file):
-        with open(report_file, 'r') as f:
-            report = json.load(f)
-    else:
-        report = None
-
-    test_output_file = os.path.join(
-        output_dir, 'eval_outputs', instance_id, 'test_output.txt'
-    )
-    if test_output is None and os.path.exists(test_output_file):
-        with open(test_output_file, 'r') as f:
-            test_output = f.read()
-
     with open(filepath, 'w') as f:
         f.write(f'# {instance_id} (resolved: {resolved})\n')
 
@@ -285,14 +269,8 @@ def write_row_to_md_file(row, instance_id_to_test_result):
         f.write('## Model Patch\n')
         f.write(f'{process_git_patch(model_patch)}\n')
 
-        if report is not None:
-            f.write('## Report\n')
-            f.write(json.dumps(report, indent=2))
-            f.write('\n')
-
         f.write('## Test Output\n')
         f.write(str(test_output))
-        f.write('\n')
 
 
 instance_id_to_test_result = {}

evaluation/benchmarks/swe_bench/scripts/eval/update_output_with_eval.py

@@ -44,6 +44,7 @@ if os.path.exists(swebench_official_report_json):
         f"- resolved instances: {report['resolved_instances']}\n"
         f"- unresolved instances: {report['unresolved_instances']}\n"
         f"- error instances: {report['error_instances']}\n"
+        f"- unstopped instances: {report['unstopped_instances']}\n"
     )
 
     output_md += '\n## Resolved Instances\n'

evaluation/benchmarks/swe_bench/scripts/eval_infer.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 
 PROCESS_FILEPATH=$1
 if [ -z "$PROCESS_FILEPATH" ]; then

evaluation/benchmarks/swe_bench/scripts/eval_infer_remote.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -eo pipefail
 
 INPUT_FILE=$1

evaluation/benchmarks/swe_bench/scripts/run_infer.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -eo pipefail
 
 source "evaluation/utils/version_control.sh"

evaluation/benchmarks/swe_bench/scripts/setup/instance_swe_entry.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 
 source ~/.bashrc
 SWEUTIL_DIR=/swe_util

evaluation/benchmarks/swe_bench/scripts/setup/prepare_swe_utils.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 
 set -e
 EVAL_WORKSPACE="evaluation/benchmarks/swe_bench/eval_workspace"

evaluation/benchmarks/swe_bench/scripts/setup/swe_entry.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 
 set -e
 

evaluation/benchmarks/the_agent_company/run_infer.py

@@ -28,6 +28,7 @@ from openhands.core.main import create_runtime, run_controller
 from openhands.events.action import CmdRunAction, MessageAction
 from openhands.events.observation import BrowserOutputObservation, CmdOutputObservation
 from openhands.runtime.base import Runtime
+from openhands.utils.async_utils import call_async_from_sync
 
 
 def get_config(
@@ -275,6 +276,7 @@ if __name__ == '__main__':
         args.task_image_name, task_short_name, temp_dir, agent_llm_config, agent_config
     )
     runtime: Runtime = create_runtime(config)
+    call_async_from_sync(runtime.connect)
 
     init_task_env(runtime, args.server_hostname, env_llm_config)
 

evaluation/benchmarks/the_agent_company/scripts/run_infer.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 
 ##################################################################################################
 # Adapted from https://github.com/TheAgentCompany/TheAgentCompany/blob/main/evaluation/run_eval.sh

evaluation/benchmarks/toolqa/run_infer.py

@@ -27,6 +27,7 @@ from openhands.core.main import create_runtime, run_controller
 from openhands.events.action import CmdRunAction, MessageAction
 from openhands.events.observation import CmdOutputObservation
 from openhands.runtime.base import Runtime
+from openhands.utils.async_utils import call_async_from_sync
 
 AGENT_CLS_TO_FAKE_USER_RESPONSE_FN = {
     'CodeActAgent': codeact_user_response,
@@ -104,6 +105,7 @@ def process_instance(instance: Any, metadata: EvalMetadata, reset_logger: bool =
     logger.info(f'Instruction:\n{instruction}', extra={'msg_type': 'OBSERVATION'})
 
     runtime = create_runtime(config)
+    call_async_from_sync(runtime.connect)
     initialize_runtime(runtime)
 
     # Here's how you can run the agent (similar to the `main` function) and get the final task state

evaluation/benchmarks/toolqa/scripts/run_infer.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -eo pipefail
 
 source "evaluation/utils/version_control.sh"

evaluation/benchmarks/visualwebarena/run_infer.py

@@ -37,6 +37,7 @@ from openhands.runtime.browser.browser_env import (
     BROWSER_EVAL_GET_GOAL_ACTION,
     BROWSER_EVAL_GET_REWARDS_ACTION,
 )
+from openhands.utils.async_utils import call_async_from_sync
 
 SUPPORTED_AGENT_CLS = {'VisualBrowsingAgent'}
 AGENT_CLS_TO_FAKE_USER_RESPONSE_FN = {
@@ -159,6 +160,7 @@ def process_instance(
         logger.info(f'Starting evaluation for instance {env_id}.')
 
     runtime = create_runtime(config)
+    call_async_from_sync(runtime.connect)
     task_str, goal_image_urls = initialize_runtime(runtime)
     initial_user_action = MessageAction(content=task_str, image_urls=goal_image_urls)
     state: State | None = asyncio.run(

evaluation/benchmarks/visualwebarena/scripts/run_infer.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -eo pipefail
 
 source "evaluation/utils/version_control.sh"

evaluation/benchmarks/webarena/run_infer.py

@@ -36,6 +36,7 @@ from openhands.runtime.browser.browser_env import (
     BROWSER_EVAL_GET_GOAL_ACTION,
     BROWSER_EVAL_GET_REWARDS_ACTION,
 )
+from openhands.utils.async_utils import call_async_from_sync
 
 SUPPORTED_AGENT_CLS = {'BrowsingAgent'}
 
@@ -144,6 +145,7 @@ def process_instance(
         logger.info(f'Starting evaluation for instance {env_id}.')
 
     runtime = create_runtime(config)
+    call_async_from_sync(runtime.connect)
     task_str = initialize_runtime(runtime)
 
     state: State | None = asyncio.run(

evaluation/benchmarks/webarena/scripts/run_infer.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -eo pipefail
 
 source "evaluation/utils/version_control.sh"

evaluation/integration_tests/run_infer.py

@@ -30,6 +30,7 @@ from openhands.core.main import create_runtime, run_controller
 from openhands.events.action import MessageAction
 from openhands.events.serialization.event import event_to_dict
 from openhands.runtime.base import Runtime
+from openhands.utils.async_utils import call_async_from_sync
 
 FAKE_RESPONSES = {
     'CodeActAgent': fake_user_response,
@@ -108,6 +109,7 @@ def process_instance(
     # create sandbox and run the agent
     # =============================================
     runtime: Runtime = create_runtime(config)
+    call_async_from_sync(runtime.connect)
     try:
         test_class.initialize_runtime(runtime)
 

evaluation/integration_tests/scripts/run_infer.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 set -eo pipefail
 
 source "evaluation/utils/version_control.sh"

evaluation/regression/cases/hello-name/start/hello_world.sh

@@ -1,2 +1,2 @@
-#!/usr/bin/env bash
+#!/bin/bash
 echo "hello world"

evaluation/utils/scripts/cleanup_remote_runtime.sh

@@ -1,4 +1,4 @@
-#!/usr/bin/env bash
+#!/bin/bash
 
 
 # API base URL