submitted by jtimperio to DataHoarder [link] [comments]
Intro:In my exploration of the world of big data and I became curious about tick data. Unfortunately, market data is almost always behind a paywall or de-sampled to the point of uselessness. After discovering the Dukascopy API, I knew I wanted to make this data available for all in a more accessible format. Over the course of a few months, I downloaded, cleaned, parsed, and compressed over a decade of Forex tick data on 37 currency pairs and commodities. Today I am happy to finally release the final result of my work to the DataHoarder community!
Download Links:Warning: I have rented a seedbox for the next 3 months from seedbox.io but I have been having some issues. If you have any issues with the torrent please leave a comment. Also, PLEASE SEED when you are done. This is quite a large data set and I can only push so much data on my own.
Torrent File: https://drive.google.com/file/d/18ymZWeFLJK7FggK_iiWZ-TxgWIVdJVvv/view?usp=sharingCompanion Blog Post: https://www.driftinginrecursion.com/post/dukascopy_opensource_data/
About the Data:The data was collected from https://www.dukascopy.com/ via a public API that allows for the download of tick data on the hour level. These files come in the form of a .bi5 file. The data starts as early as 2004 all the way to 2019.
These files were decompressed, then merged into yearly CSV’s named in the following convention. “AUDCHF_tick_UTC+0_00_2011.csv” or ‘Pair_Resolution_Timezone_Year.csv’
These CSV’s are split into 3 categories “Majors”, “Crosses”, “Commodities”.
Majors, Crosses, and Commodities have had their timestamps modified so that they are in the official UTC ISO standard. This was originally done for a Postgresql database that quickly became obsolesced. Any files that have been modified are appended with a “-Parse”. These timestamps have been modified in the following format.
Millisecond timestamps to UTC +00:00 time [2017.01.01 22:37:08.014] -- [2017-01-01T22:37:08.014+00:00]
User Resources:For those looking to use this data in a live context or update it frequently, I have included a number of tools for both Windows and Linux that will be useful.
WindowsThe ~/dukascopy/resources/windows folder contains a third party tool written in java that can download and convert Dukascopy’s .bi5 files. I have also included the latest zstd binaries from Zstandard Github page.
LinuxLinux is my daily driver in 99% of cases, so I have developed all my scraping tools using Linux only tools. In the ~/dukascopy/resources/linux folder you will find a number of shell script and pyhton3 files that I used to collect this data. There are quite a few files in this directory but I will cover the core ones below.
download-day.py:This file is used to download a single symbol for a single day and then convert and merge all 24 .bi5 files into a single CSV.
download-year.pyThis file is used to download a single symbol for a full year and then convert and merge all .bi5 files into a single CSV.
dukascopy.pyThis file contains all the core logic for downloading and converting data from dukascopy.
utc-timestamp-convert.pyThis tad slow but works well enough. It requires the pandas project and parses timestamps into the UTC ISO standard. This is useful for those looking to maintain the format of new files with the those in this repo, or those looking to use this in a SQL database.
submitted by vds_private_server to brokerxpreviewers [link] [comments]
My perspective of How BrokerXP review help me and how can help you also.In this review, we are taking a look at a trading platform that is used by traders all around the world. BrokerXP offers a varied range of financial products with competitive fees and an easy-to-use trading interface.
With advanced trading tools and charting features.
BrokerXP FeesIf trading fees are important to you, then BrokerXP has you covered. BrokerXP offers low spreads that are available to all customers. For forex traders, BrokerXP has no fees at all, this means that you can maximize profits when trading currency pairs. The broker also offers a guaranteed stop-loss order which Is when clients get their stop-loss order rate guaranteed when setting a risk threshold in their position. BrokerXP also offers a 200:1 leverage ratio, which means that for every $1 in your account, you control $200 in the market. So if you are trading and don’t have much capital, you can still generate significant income as your profits can be multiplied by 200x. However, if you are a beginner then it is not advised that you use leverage on your trades. As profits are multiplied, so are losses. Before leveraging, learn the basics and trade using a demo account as this can stop you from losing too much money when you start trading actual capital.
BrokerXP SecurityMT4 and BrokerXP have end-to-end encryption that secures trades and funds that are within the trading account itself. Imagine your trading account like a debit card, you wouldn’t put thousands of dollars in your debit card and leave it on a park bench. So when choosing what trading platform you want to go with, make sure that they take the security of your account and funds are serious as you do.
To find more answers please watch this video
BrokerXP MT4MetaTrader 4 is seen as the flagship trading platform, used by individual traders at home and large institutional investors alike. The platform is available on iPads, iPhones, Android phones, Android tablets, and just about any other web-enabled device. If you want to use the desktop version, instead of the web-app version, then you can download the desktop version and trade from the version. Once you’ve downloaded or loaded the platform, you can log in using your BrokerXP credentials. You can customize the charting interface, changing between light and dark mode, along with some other interface elements. Like with most online platforms, the security flaws come as a result of the customer not securing their side of things. This means that when you are trading, make sure to use long passwords that are difficult to guess and crack. Also, try and avoid trading on public computers as these can lead to your account being compromised.
On MT4 you will notice some phrases on the trading interface, here is some explanation of what they mean. When you see the Symbol tab, this means that you can choose between markets. BrokerXP offers many different trading asset options. You can trade forex, gold, stocks indices, and more. The volume tab is where you decide on your trading size. When you see 1 lot, this is equal to 100,000 units of the base currency. The Type tab is where you decide on your trade execution mode, we advise that you stick to ‘instant execution’ as this will place a trade as soon as your press ‘buy’ or ‘sell’. If you set a ‘pending order’, then the platform will make the trade when the market opens back up. The forex market is open 24/7, so this execution method will rarely be available. Stop-loss is another term that you may see on the MT4 interface, this means that your trades are exited when your profits hit a predetermined point.
Depending on what type of trader you are, the platform will offer you a specific set of charting timeframes that best suit you. For example, if you are day trading you may look at charts on a 10-minute timeframe. MT4 offers charting timeframes for 1 minute, 5 minutes, 10 minutes, 15 minutes, 30 minutes, 1 hour, 4 hours, 1 day, and 1 month. You can also set custom timeframes in case the standard ones are not suitable for your trading technique.
Along with advanced timeframes, MT4 also offers 30 technical indicators such as the Elliot Wave indicator, Bollinger Bands, and pivot points, along with many more. There are also third-party add-ons that can be integrated with the platform in order to customize your interface further. Add-ons like Stealth Orders and Alarm Manager are two of the most popular addons. The first is an extension, Stealth Orders is designed to anonymize trades, with Alarm Manager helping coordinate alerts and notifications. With MT4, you can also create your own extensions using Java API, which is one of the platforms most advantageous features, as it can make everything unique.
BrokerXP Mobile TradingThe MetaTrader 4 mobile app is designed with the main focus being on ease-of-use. The mobile app is packaged with lots of research tools, advanced charts, and watch lists for scanning, with many more features.
When using BrokerXP’s mobile trading app (MT4), the look and feel of the mobile app have the same appearance as the web version. This means that if you know to operate the web-based platform, then the mobile app will be easy for you to grasp. With charting, you are given the same charts that are offered on the web app. However, due to the mobile screen being smaller, carrying out advanced forex analysis may be more difficult on mobile devices. But for making orders, setting stop loss or checking basic tasks, the mobile app is more than capable of doing so. The main benefit of using the mobile app is that you can make trades on the go. You no longer have to be at your computer or office in order to set trades. Let’s say that you make a trade at home then go grocery shopping. Whilst you are out you realize that you didn’t set stop-loss in your rush and your pair is depreciating when you check. Now, you can use your mobile to exit a position immediately, you don’t need to wait until you get home.
BrokerXP Customer ServiceBrokerXP has a great dedicated customer service team, they are very professional and offer solutions to all of the problems that you could present them with. If you are a new trader, then you may encounter some problems when trying to get to grips with a new trading platform, so BrokerXP offers extensive educational resources. These educational resources are designed to help people familiarise themselves with the platform and all of the financial assets that are available to be traded on the BrokerXP platform. The MT4 platform also has a customer support team that is able to deal with any questions or issues that you are having on the trading side of things. MT4 also has a community section for traders, where questions about trading can get answered. A community forum is a great place for you to get tips about trading and non-essential things that the customer support team may not need to answer.
For customer service, you could read here and on this link.
To conclude, BrokerXP is one of the best choices for financial asset trading available.
Their low fees and advanced features make it perfect for beginners and pros alike.
For more reviews, you should visit official reviews on the website, Trustpilot and Sitejabber.
We highly suggest visiting also on Patch following links for more info and updated news
sudo yum install java-1.7.0-openjdk-develAnswer y at the prompt to continue installing OpenJDK 7.
sudo groupadd tomcatThen create a new tomcat user. We’ll make this user a member of the tomcat group, with a home directory of /opt/tomcat (where we will install Tomcat), and with a shell of /bin/false (so nobody can log into the account):
sudo useradd -M -s /bin/nologin -g tomcat -d /opt/tomcat tomcatNow that our tomcat user is set up, let’s download and install Tomcat.
sudo yum install wgetThen, change to your home directory:
cd ~Now, use wget and paste in the link to download the Tomcat 8 archive, like this (your mirror link will probably differ from the example):
wget https://www-eu.apache.org/dist/tomcat/tomcat-8/v8.5.37/bin/apache-tomcat-8.5.37.tar.gzWe’re going to install Tomcat to the /opt/tomcat directory. Create the directory, then extract the the archive to it with these commands:
sudo mkdir /opt/tomcatsudo tar xvf apache-tomcat-8*tar.gz -C /opt/tomcat --strip-components=1
cd /opt/tomcatGive the tomcat group ownership over the entire installation directory:
sudo chgrp -R tomcat /opt/tomcatNext, give the tomcat group read access to the conf directory and all of its contents, and execute access to the directory itself:
sudo chmod -R g+r confsudo chmod g+x conf
sudo chown -R tomcat webapps/ work/ temp/ logs/Now that the proper permissions are set up, let’s set up a Systemd unit file.
sudo vi /etc/systemd/system/tomcat.servicePaste in the following script. You may also want to modify the memory allocation settings that are specified in CATALINA_OPTS :
# Systemd unit file for tomcat [Unit] Description=Apache Tomcat Web Application Container After=syslog.target network.target [Service] Type=forking Environment=JAVA_HOME=/uslib/jvm/jre Environment=CATALINA_PID=/opt/tomcat/temp/tomcat.pid Environment=CATALINA_HOME=/opt/tomcat Environment=CATALINA_BASE=/opt/tomcat Environment='CATALINA_OPTS=-Xms512M -Xmx1024M -server -XX:+UseParallelGC' Environment='JAVA_OPTS=-Djava.awt.headless=true -Djava.security.egd=file:/dev/./urandom' ExecStart=/opt/tomcat/bin/startup.sh ExecStop=/bin/kill -15 $MAINPID User=tomcat Group=tomcat UMask=0007 RestartSec=10 Restart=always [Install] WantedBy=multi-user.targetSave and exit. This script tells the server to run the Cloud Server service as the tomcat user, with the settings specified.
sudo systemctl daemon-reloadNow you can start the Tomcat service with this systemctl command:
sudo systemctl start tomcatCheck that the service successfully started by typing:
sudo systemctl status tomcatIf you want to enable Forex Hourly Billing VPS service, so it starts on server boot, run this command:
sudo systemctl enable tomcatTomcat is not completely set up yet, but you can access the default splash page by going to your domain or IP address followed by :8080 in a web browser:
Open in web browser:http://server_IP_address:8080You will see the default Tomcat splash page, in addition to other information. Now we will go deeper into the installation of Tomcat.
sudo vi /opt/tomcat/conf/tomcat-users.xmlThis file is filled with comments which describe how to configure the file. You may want to delete all the comments between the following two lines, or you may leave them if you want to reference the examples:
You will want to add a user who can access the manager-gui and admin-gui (webapps that come with Tomcat). You can do so by defining a user similar to the example below. Be sure to change the username and password to something secure:
Save and quit the tomcat-users.xml file.
sudo vi /opt/tomcat/webapps/manageMETA-INF/context.xmlFor the Host Manager app, type:
sudo vi /opt/tomcat/webapps/host-manageMETA-INF/context.xmlInside, comment out the IP address restriction to allow connections from anywhere. Alternatively, if you would like to allow access only to connections coming from your own IP address, you can add your public IP address to the list:
Save and close the files when you are finished.
sudo systemctl restart tomcat
Open in web browser:http://server_IP_address:8080You will see something like the following image:
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