Improve: SQLite download process

python/scripts/test_sqlite.py

@@ -9,7 +9,11 @@
 import usearch
 
 
-found_sqlite_path = usearch.sqlite
+try:
+    found_sqlite_path = usearch.sqlite_path()
+except FileNotFoundError:
+    found_sqlite_path = None
+
 if found_sqlite_path is None:
     pytest.skip(reason="Can't find an SQLite installation", allow_module_level=True)
 

python/usearch/__init__.py

@@ -20,20 +20,23 @@ class BinaryManager:
     def __init__(self, version: Optional[str] = None):
         if version is None:
             version = __version__
-        self.version = version
-
-    def sqlite_download_url(self) -> str:
-        """
-        Constructs a download URL for the `usearch_sqlite` binary based on the operating system, architecture, and version.
-
-        Args:
-            version (str): The version of the binary to download.
+        self.version = version or __version__
+        self.download_dir = self.determine_download_dir()
+
+    @staticmethod
+    def determine_download_dir():
+        # Check if running within a virtual environment
+        virtual_env = os.getenv("VIRTUAL_ENV")
+        if virtual_env:
+            # Use a subdirectory within the virtual environment for binaries
+            return os.path.join(virtual_env, "bin", "usearch_binaries")
+        else:
+            # Fallback to a directory in the user's home folder
+            home_dir = os.path.expanduser("~")
+            return os.path.join(home_dir, ".usearch", "binaries")
 
-        Returns:
-            A string representing the download URL.
-        """
+    def sqlite_file_name(self) -> str:
         version = self.version
-        base_url = "https://github.com/unum-cloud/usearch/releases/download"
         os_map = {"Linux": "linux", "Windows": "windows", "Darwin": "macos"}
         arch_map = {
             "x86_64": "amd64" if platform.system() != "Darwin" else "x86_64",
@@ -47,6 +50,12 @@ def sqlite_download_url(self) -> str:
         arch_part = arch_map.get(arch, "")
         extension = {"Linux": "so", "Windows": "dll", "Darwin": "dylib"}.get(platform.system(), "")
         filename = f"usearch_sqlite_{os_part}_{arch_part}_{version}.{extension}"
+        return filename
+
+    def sqlite_download_url(self) -> str:
+        version = self.version
+        filename = self.sqlite_file_name()
+        base_url = "https://github.com/unum-cloud/usearch/releases/download"
         url = f"{base_url}/v{version}/{filename}"
         return url
 
@@ -66,7 +75,6 @@ def download_binary(self, url: str, dest_folder: str) -> str:
         urllib.request.urlretrieve(url, dest_path)
         return dest_path
 
-    @property
     def sqlite_found_or_downloaded(self) -> Optional[str]:
         """
         Attempts to locate the pre-installed `usearch_sqlite` binary.
@@ -89,20 +97,16 @@ def sqlite_found_or_downloaded(self) -> Optional[str]:
                         return os.path.join(root, file).removesuffix(file_extension)
 
         # Check a temporary directory (assuming the binary might be downloaded from a GitHub release)
-        temp_dir = tempfile.gettempdir()
-        for root, _, files in os.walk(temp_dir):
-            for file in files:
-                if file.endswith(file_extension) and "usearch_sqlite" in file:
-                    return os.path.join(root, file).removesuffix(file_extension)
+        local_path = os.path.join(self.download_dir, self.sqlite_file_name())
+        if os.path.exists(local_path):
+            return local_path.removesuffix(file_extension)
 
         # If not found locally, warn the user and download from GitHub
-        temp_dir = tempfile.gettempdir()
         warnings.warn("Will download `usearch_sqlite` binary from GitHub.", UserWarning)
-
-        # If the download fails due to HTTPError (e.g., 404 Not Found), like a missing lib version
         try:
-            binary_path = self.download_binary(self.sqlite_download_url(), temp_dir)
+            binary_path = self.download_binary(self.sqlite_download_url(), self.download_dir)
         except HTTPError as e:
+            # If the download fails due to HTTPError (e.g., 404 Not Found), like a missing lib version
             if e.code == 404:
                 warnings.warn(f"Download failed: {e.url} could not be found.", UserWarning)
             else:
@@ -117,6 +121,9 @@ def sqlite_found_or_downloaded(self) -> Optional[str]:
             return None
 
 
-# Use the function to set the `sqlite` computed property
-binary_manager = BinaryManager()
-sqlite = binary_manager.sqlite_found_or_downloaded
+def sqlite_path(version: str = None) -> str:
+    manager = BinaryManager(version=version)
+    result = manager.sqlite_found_or_downloaded()
+    if result is None:
+        raise FileNotFoundError("Failed to find or download `usearch_sqlite` binary.")
+    return result

sqlite/README.md

@@ -30,7 +30,7 @@ import usearch
 
 conn = sqlite3.connect(":memory:")
 conn.enable_load_extension(True)
-conn.load_extension(usearch.sqlite)
+conn.load_extension(usearch.sqlite_path())
 ```
 
 Afterwards, the following script should work fine.