# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. ========= # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ========= Copyright 2026 @ Strukto.AI All Rights Reserved. ========= import asyncio import tempfile from build_table import build_table from mirage import MountMode, Workspace from mirage.resource.lancedb import LanceDBConfig, LanceDBResource async def show(ws: Workspace, cmd: str) -> None: print(f"\n=== {cmd} ===") result = await ws.execute(cmd) print((await result.stdout_str()).rstrip()) async def main() -> None: uri = tempfile.mkdtemp(prefix="mirage-fashion-") build_table(uri, "fashion") config = LanceDBConfig( uri=uri, table="fashion", group_by=["gender", "articleType", "baseColour"], id_column="id", title_column="productDisplayName", blob_column="image_bytes", blob_ext="jpg", text_column="productDisplayName", vector_column="vector", search_limit=4, ) ws = Workspace({"/fashion/": LanceDBResource(config)}, mode=MountMode.READ) print(f"=== mounted LanceDB table 'fashion' ({uri}) at /fashion/ ===") await show(ws, "ls /fashion/") await show(ws, "tree -L 2 /fashion/") await show(ws, "ls /fashion/Men/Shoes") await show(ws, "cat /fashion/Men/Shoes/White/3.md") await show(ws, "head -n 3 /fashion/Men/Shoes/White/3.md") await show(ws, "tail -n 2 /fashion/Men/Shoes/White/3.md") print("\n=== stat /fashion/Men/Shoes/White/3.jpg (raw image bytes) ===") r = await ws.execute("stat -c '%s' /fashion/Men/Shoes/White/3.jpg") print(f" image size: {(await r.stdout_str()).strip()} bytes") await show(ws, 'search "white running sneakers" /fashion') await show(ws, "grep -ril blue /fashion/Women") await show(ws, "rg -li running /fashion/Men") print("\n=== find /fashion -name '*.md' | wc -l ===") r = await ws.execute("find /fashion -name '*.md' | wc -l") print(f" product cards: {(await r.stdout_str()).strip()}") if __name__ == "__main__": asyncio.run(main())