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from __future__ import annotations | |
import base64 | |
from io import BytesIO | |
from typing import TYPE_CHECKING | |
from urllib.parse import urlencode | |
import pandas as pd | |
import zstandard as zstd | |
if TYPE_CHECKING: | |
from viewer import AxisProperties, ColorTransform | |
# %% | |
COMPRESSOR = zstd.ZstdCompressor(level=22) | |
DECOMPRESSOR = zstd.ZstdDecompressor() | |
def encode_url( | |
title: str, | |
molecule_id: str, | |
colors: ColorTransform, | |
axis_properties: AxisProperties, | |
data: pd.DataFrame, | |
description: str = "", | |
): | |
encode_dict = dict(title=title, molecule_id=molecule_id) | |
encode_dict.update({**colors.model_dump(), **axis_properties.model_dump()}) | |
csv_str = data.to_csv(float_format="%.4f", index=False) | |
compressed = COMPRESSOR.compress(csv_str.encode()) | |
base64_text = base64.b64encode(compressed).decode("utf8") | |
encode_dict["data"] = base64_text | |
if description: | |
encode_dict["description"] = description | |
return urlencode(encode_dict) | |
def decode_data(base64_text) -> pd.DataFrame: | |
decoded_bytes = base64.b64decode(base64_text) | |
decompressed = DECOMPRESSOR.decompress(decoded_bytes) | |
bio = BytesIO(decompressed) | |
data = pd.read_csv(bio) | |
bio.close() | |
return data | |