Started to upload to telegram channel https://t.me/sharpvinvest charts as zip file. You can now easily download it to your phone, unzip and just swipe chart one by one without manually looking in mt4 or other charting software. From August 01, 2025 ...

sharpVinvest

Real time data reading market data and uploading logs: url

sharpVinvest

created channel for signals posting: url Beginning from next open the charts will be posted. Don't forget to look at other metrics when select the chart for trading !

sharpVinvest

About the costs: Linux vm around 1usd per month windows vm 5usd plus 20hours x 0.1USD / month cloud run function - Free Google Apps Script - Free web google cloud shell - free 50 hours per week Anyone can build !

sharpVinvest

and the windows server scheduler:

sharpVinvest

inside of the cTrader . Market data wrappers:

sharpVinvest

inside windows VM. Bat files Data Colectors

sharpVinvest

inside linux VM

sharpVinvest

Cloud Run Services that manage the vm start:

sharpVinvest

Cloud Scheduler that trigger the start of the Windows vm 8 times per day !

sharpVinvest

The core of the system: One linux VM and one Windows Server

sharpVinvest

and some log file url

sharpVinvest

File that contain Real time information about closed ranges and also our preffered markets pattern entry ! url Candles chart as before are pushed via API to the bot: url Some times charts repeat from continous system testings ! Many thanks to ...

sharpVinvest

... and ... dont forget... taking quality breaks will improve all what you are doing : url

sharpVinvest

url is fully functional. Revised time frames for trading. Now the system check markets every day a few hours after Asian session start and in first hour after NY session start. Also we check every Monday for weekly time frame signals. Data set ...

sharpVinvest

url deleted ! Functional is only : url This boot check markets 3 times per day for H8 time frame and spot only charts with long opportunities. Attention chart data set still need manual validation for taking a trade. I will comment the chart on ...

sharpVinvest

Bot that will receive charts from Polygon.io provider: url . All charts are for long only trades !

sharpVinvest

We have as a Project to build also Polygon.io and yahoo finance pipeline for processing data form this alternative sources !

sharpVinvest

All relevant charts will be posted by Google Cloud to this telegram boot: url We use Windows Tasks Scheduler C#Robot cTrader Pepperstone account to push data to cloud storage and analyze them using Python on virtual machine that upload resulted ...

sharpVinvest

alpha vantage: import requests import pandas as pd from datetime import datetime, timedelta # Alpha Vantage API key api_key = "" # Define the tickers and the function name for daily data tickers = ["EURUSD", "GBPUSD"] function = "FX_DAILY" # ...

OHLC data processing using Google Cloud