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fix get data error #1793
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Merged
fix get data error #1793
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Original file line number | Diff line number | Diff line change |
---|---|---|
|
@@ -12,15 +12,11 @@ | |
from tqdm import tqdm | ||
from pathlib import Path | ||
from loguru import logger | ||
from cryptography.fernet import Fernet | ||
from qlib.utils import exists_qlib_data | ||
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||
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||
class GetData: | ||
REMOTE_URL = "https://qlibpublic.blob.core.windows.net/data/default/stock_data" | ||
# "?" is not included in the token. | ||
TOKEN = b"gAAAAABkmDhojHc0VSCDdNK1MqmRzNLeDFXe5hy8obHpa6SDQh4de6nW5gtzuD-fa6O_WZb0yyqYOL7ndOfJX_751W3xN5YB4-n-P22jK-t6ucoZqhT70KPD0Lf0_P328QPJVZ1gDnjIdjhi2YLOcP4BFTHLNYO0mvzszR8TKm9iT5AKRvuysWnpi8bbYwGU9zAcJK3x9EPL43hOGtxliFHcPNGMBoJW4g_ercdhi0-Qgv5_JLsV-29_MV-_AhuaYvJuN2dEywBy" | ||
KEY = "EYcA8cgorA8X9OhyMwVfuFxn_1W3jGk6jCbs3L2oPoA=" | ||
REMOTE_URL = "https://github.com/SunsetWolf/qlib_dataset/releases/download" | ||
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def __init__(self, delete_zip_file=False): | ||
""" | ||
|
@@ -33,9 +29,45 @@ def __init__(self, delete_zip_file=False): | |
self.delete_zip_file = delete_zip_file | ||
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def merge_remote_url(self, file_name: str): | ||
fernet = Fernet(self.KEY) | ||
token = fernet.decrypt(self.TOKEN).decode() | ||
return f"{self.REMOTE_URL}/{file_name}?{token}" | ||
""" | ||
Generate download links. | ||
|
||
Parameters | ||
---------- | ||
file_name: str | ||
The name of the file to be downloaded. | ||
The file name can be accompanied by a version number, (e.g.: v2/qlib_data_simple_cn_1d_latest.zip), | ||
if no version number is attached, it will be downloaded from v0 by default. | ||
""" | ||
return f"{self.REMOTE_URL}/{file_name}" if "/" in file_name else f"{self.REMOTE_URL}/v0/{file_name}" | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. do you mean matching string like "v03" ? There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Add more comments here |
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def download(self, url: str, target_path: [Path, str]): | ||
""" | ||
Download a file from the specified url. | ||
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Parameters | ||
---------- | ||
url: str | ||
The url of the data. | ||
target_path: str | ||
The location where the data is saved, including the file name. | ||
""" | ||
file_name = str(target_path).rsplit("/", maxsplit=1)[-1] | ||
resp = requests.get(url, stream=True, timeout=60) | ||
resp.raise_for_status() | ||
if resp.status_code != 200: | ||
raise requests.exceptions.HTTPError() | ||
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||
chunk_size = 1024 | ||
logger.warning( | ||
f"The data for the example is collected from Yahoo Finance. Please be aware that the quality of the data might not be perfect. (You can refer to the original data source: https://finance.yahoo.com/lookup.)" | ||
) | ||
logger.info(f"{os.path.basename(file_name)} downloading......") | ||
with tqdm(total=int(resp.headers.get("Content-Length", 0))) as p_bar: | ||
with target_path.open("wb") as fp: | ||
for chunk in resp.iter_content(chunk_size=chunk_size): | ||
fp.write(chunk) | ||
p_bar.update(chunk_size) | ||
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def download_data(self, file_name: str, target_dir: [Path, str], delete_old: bool = True): | ||
""" | ||
|
@@ -70,21 +102,7 @@ def download_data(self, file_name: str, target_dir: [Path, str], delete_old: boo | |
target_path = target_dir.joinpath(_target_file_name) | ||
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url = self.merge_remote_url(file_name) | ||
resp = requests.get(url, stream=True, timeout=60) | ||
resp.raise_for_status() | ||
if resp.status_code != 200: | ||
raise requests.exceptions.HTTPError() | ||
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chunk_size = 1024 | ||
logger.warning( | ||
f"The data for the example is collected from Yahoo Finance. Please be aware that the quality of the data might not be perfect. (You can refer to the original data source: https://finance.yahoo.com/lookup.)" | ||
) | ||
logger.info(f"{os.path.basename(file_name)} downloading......") | ||
with tqdm(total=int(resp.headers.get("Content-Length", 0))) as p_bar: | ||
with target_path.open("wb") as fp: | ||
for chunk in resp.iter_content(chunk_size=chunk_size): | ||
fp.write(chunk) | ||
p_bar.update(chunk_size) | ||
self.download(url=url, target_path=target_path) | ||
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self._unzip(target_path, target_dir, delete_old) | ||
if self.delete_zip_file: | ||
|
@@ -99,7 +117,9 @@ def check_dataset(self, file_name: str): | |
return status | ||
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||
@staticmethod | ||
def _unzip(file_path: Path, target_dir: Path, delete_old: bool = True): | ||
def _unzip(file_path: [Path, str], target_dir: [Path, str], delete_old: bool = True): | ||
file_path = Path(file_path) | ||
target_dir = Path(target_dir) | ||
if delete_old: | ||
logger.warning( | ||
f"will delete the old qlib data directory(features, instruments, calendars, features_cache, dataset_cache): {target_dir}" | ||
|
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