import os
import shutil
import uuid

from qdrant_edge import *


def load_new_shard():
    print("---- Load shard ----")
    DATA_DIRECTORY = os.path.join(os.path.dirname(__file__), "data")

    # Clear and recreate data directory
    if os.path.exists(DATA_DIRECTORY):
        shutil.rmtree(DATA_DIRECTORY)

    os.makedirs(DATA_DIRECTORY)

    # Load Qdrant Edge shard
    config = SegmentConfig(
        vector_data={
            "": VectorDataConfig(
                size=4,
                distance=Distance.Dot,
                storage_type=VectorStorageType.ChunkedMmap,
                index=PlainIndexConfig(),
                quantization_config=None,
                multivector_config=None,
                datatype=None,
            ),
        },
        sparse_vector_data={},
        payload_storage_type=PayloadStorageType.InRamMmap,
    )

    return Shard(DATA_DIRECTORY, config)


def fill_dummy_data(shard: Shard):
    shard.update(UpdateOperation.upsert_points([
        Point(1, [0.05, 0.61, 0.76, 0.74], {"color": "red", "city": ["Moscow", "Berlin"]}),
        Point(2, [0.19, 0.81, 0.75, 0.11], {"color": "red", "city": "Mexico"}),
        Point(3, [0.36, 0.55, 0.47, 0.94], {"color": "blue", "city": ["Berlin", "Barcelona"]}),
        Point(4, [0.12, 0.34, 0.56, 0.78], {"color": "green", "city": "Lisbon", "rating": 4.5}),
        Point(5, [0.88, 0.12, 0.33, 0.44], {"color": "yellow", "city": ["Paris"], "active": True}),
        Point(6, [0.21, 0.22, 0.23, 0.24], {"color": "blue", "city": "Tokyo", "tags": ["night", "food"]}),
        Point(7, [0.99, 0.01, 0.50, 0.50], {"color": "red", "city": ["New York", "Boston"], "visits": 7}),
        Point(8, [0.10, 0.20, 0.30, 0.40], {"color": "blue", "city": "Seoul", "meta": {"source": "import"}}),
        Point(9, [0.45, 0.55, 0.65, 0.75], {"color": "green", "city": ["Berlin"], "score": 0.92}),
        Point(10, [0.01, 0.02, 0.03, 0.04], {"color": "yellow", "city": None, "featured": False}),
    ]))