uv

.gitignore

@@ -1,4 +1,4 @@
-.agent_run_venv/
+.venv/
 __pycache__/
 *.py[cod]
 *$py.class

README.md

@@ -324,9 +324,10 @@ print(result)
 
 ## Benchmarks
 
-AgentRun Median execution time is <200ms without dependencies. Dependency installing is usually the bottleneck and depends on the size of package and if the package has many dependencies as well as caching.
+AgentRun Median execution time is <200ms without dependencies and ~400ms with 1 "average" dependency like requests. Dependency installing is usually the bottleneck and depends on the size of package and if the package has many dependencies as well as caching.
+
+![benchmarks](<https://pbs.twimg.com/media/GabL6e0XgAA9Two?format=png>)
 
-![benchmarks](<https://pbs.twimg.com/media/GLTDKkLW0AA1jLe?format=png>)
 
 
 ## Development

agentrun/__init__.py

@@ -76,10 +76,17 @@ def __init__(
             and not self.validate_cached_dependencies()
         ):
             raise ValueError("Some cached dependencies are not in the whitelist.")
+        container = self.client.containers.get(self.container_name)
+        command = f"pip install uv"
+        exit_code, output = self.execute_command_in_container(
+            container, command, timeout=120
+        )
+        if exit_code != 0:
+            raise ValueError("Failed to install uv.")
 
         if self.cached_dependencies:
             self.install_cached_dependencies()
-
+        
     class CommandTimeout(Exception):
         """Exception raised when a command execution times out."""
 
@@ -293,7 +300,7 @@ def install_dependencies(self, container: Container, dependencies: list) -> str:
                     return f"Dependency: {dep} is not in the whitelist."
         # if we are doing caching, we need to check if the dependencies are already installed
         if self.cached_dependencies:
-            exec_log = container.exec_run(cmd="pip list", workdir="/code")
+            exec_log = container.exec_run(cmd="uv pip list", workdir="/code")
             exit_code, output = exec_log.exit_code, exec_log.output.decode("utf-8")
             installed_packages = output.splitlines()
             installed_packages = [
@@ -305,7 +312,7 @@ def install_dependencies(self, container: Container, dependencies: list) -> str:
         for dep in dependencies:
             if dep.lower() in installed_packages:
                 continue
-            command = f"pip install --user {dep}"
+            command = f"uv pip install {dep} --system"
             exit_code, output = self.execute_command_in_container(
                 container, command, timeout=120
             )
@@ -326,7 +333,7 @@ def uninstall_dependencies(self, container: Container, dependencies: list) -> st
             # do not uninstall dependencies that are cached_dependencies
             if dep in self.cached_dependencies:
                 continue
-            command = f"pip uninstall -y {dep}"
+            command = f"uv pip uninstall -y {dep}"
             exit_code, output = self.execute_command_in_container(
                 container, command, timeout=120
             )

docs/index.md

@@ -324,9 +324,10 @@ print(result)
 
 ## Benchmarks
 
-AgentRun Median execution time is <200ms without dependencies. Dependency installing is usually the bottleneck and depends on the size of package and if the package has many dependencies as well as caching.
+AgentRun Median execution time is <200ms without dependencies and ~400ms with 1 "average" dependency like requests. Dependency installing is usually the bottleneck and depends on the size of package and if the package has many dependencies as well as caching.
+
+![benchmarks](<https://pbs.twimg.com/media/GabL6e0XgAA9Two?format=png>)
 
-![benchmarks](<https://pbs.twimg.com/media/GLTDKkLW0AA1jLe?format=png>)
 
 
 ## Development

docs/release_notes.md

@@ -1,3 +1,7 @@
+## V0.2.5(10-21-2024)
+- Added uv as the dependency manager
+- improved performance and execution time through uv
+
 ## V0.2.3(04-20-2024)
 - Added llama-3 example 
 - Cleaned up API dependencies 

pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "agentrun"
-version = "0.2.4"
+version = "0.2.5"
 description = "The easiest way to run AI or user generated python code safely in a docker container"
 readme = "README.md"
 requires-python = ">=3.10"

tests/test_agentrun.py

@@ -297,9 +297,10 @@ def test_dependency_benchmark(benchmark, docker_container):
     result = benchmark(
         execute_code_in_container_benchmark,
         runner=runner,
-        code="import numpy as np\nprint(np.array([1, 2, 3]))",
+        # use requests
+        code="import requests\nprint(requests.get('https://example.com').status_code)",
     )
-    assert result == "[1 2 3]\n"
+    assert result == "200\n"
 
 
 def test_exception_benchmark(benchmark, docker_container):