Spaces:
Sleeping
Sleeping
talib issue
Browse files
helper.py
CHANGED
|
@@ -1,7 +1,49 @@
|
|
| 1 |
import pandas as pd
|
| 2 |
-
import talib as ta
|
| 3 |
import numpy as np
|
| 4 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 5 |
def format_date(df):
|
| 6 |
format = '%Y-%m-%d %H:%M:%S'
|
| 7 |
df['Datetime'] = pd.to_datetime(df['date'] + ' ' + df['time'], format=format)
|
|
|
|
| 1 |
import pandas as pd
|
|
|
|
| 2 |
import numpy as np
|
| 3 |
|
| 4 |
+
# check if the library folder already exists, to avoid building everytime you load the pahe
|
| 5 |
+
# import streamlit as st
|
| 6 |
+
import requests
|
| 7 |
+
import os
|
| 8 |
+
import sys
|
| 9 |
+
import subprocess
|
| 10 |
+
if not os.path.isdir("/tmp/ta-lib"):
|
| 11 |
+
|
| 12 |
+
# Download ta-lib to disk
|
| 13 |
+
with open("/tmp/ta-lib-0.4.0-src.tar.gz", "wb") as file:
|
| 14 |
+
response = requests.get(
|
| 15 |
+
"http://prdownloads.sourceforge.net/ta-lib/ta-lib-0.4.0-src.tar.gz"
|
| 16 |
+
)
|
| 17 |
+
file.write(response.content)
|
| 18 |
+
# get our current dir, to configure it back again. Just house keeping
|
| 19 |
+
default_cwd = os.getcwd()
|
| 20 |
+
os.chdir("/tmp")
|
| 21 |
+
# untar
|
| 22 |
+
os.system("tar -zxvf ta-lib-0.4.0-src.tar.gz")
|
| 23 |
+
os.chdir("/tmp/ta-lib")
|
| 24 |
+
os.system("ls -la /app/equity/")
|
| 25 |
+
# build
|
| 26 |
+
os.system("./configure --prefix=/home/appuser")
|
| 27 |
+
os.system("make")
|
| 28 |
+
# install
|
| 29 |
+
os.system("make install")
|
| 30 |
+
# back to the cwd
|
| 31 |
+
os.chdir(default_cwd)
|
| 32 |
+
sys.stdout.flush()
|
| 33 |
+
|
| 34 |
+
# add the library to our current environment
|
| 35 |
+
from ctypes import *
|
| 36 |
+
|
| 37 |
+
lib = CDLL("/home/appuser/lib/libta_lib.so.0.0.0")
|
| 38 |
+
# import library
|
| 39 |
+
try:
|
| 40 |
+
import talib as ta
|
| 41 |
+
except ImportError:
|
| 42 |
+
subprocess.check_call([sys.executable, "-m", "pip", "install", "--global-option=build_ext", "--global-option=-L/home/appuser/lib/", "--global-option=-I/home/appuser/include/", "ta-lib"])
|
| 43 |
+
finally:
|
| 44 |
+
import talib as ta
|
| 45 |
+
|
| 46 |
+
|
| 47 |
def format_date(df):
|
| 48 |
format = '%Y-%m-%d %H:%M:%S'
|
| 49 |
df['Datetime'] = pd.to_datetime(df['date'] + ' ' + df['time'], format=format)
|