base on An advanced crypto trading bot written in Python <div align="center"> <br> <p align="center"> <img src="assets/jesse-logo.png" alt="Jesse" height="72" /> </p> <p align="center"> Algo-trading was 😵‍💫, we made it 🤩 </p> </div> # Jesse [](https://pypi.org/project/jesse) [](https://pepy.tech/project/jesse) [](https://hub.docker.com/r/salehmir/jesse) [](https://github.com/jesse-ai/jesse) [](https://codecov.io/gh/jesse-ai/jesse) --- Jesse is an advanced crypto trading framework that aims to **simplify** **researching** and defining **YOUR OWN trading strategies**. ## Why Jesse? In short, Jesse is more **accurate** than other solutions, and way more **simple**. In fact, it is so simple that in case you already know Python, you can get started today, in **matter of minutes**, instead of **weeks and months**. **[Here](https://docs.jesse.trade)** you can read more about Jesse's features and why you should use it. ## Getting Started Head over to the "getting started" section of the [documentation](https://docs.jesse.trade/docs/getting-started). The documentation is **short yet very informative**. ## Resources - [⚡️ Website](https://jesse.trade) - [🎓 Documentation](https://docs.jesse.trade) - [🎥 Youtube channel (screencast tutorials)](https://jesse.trade/youtube) - [🛟 Help center](https://jesse.trade/help) - [💬 Discord community](https://jesse.trade/discord) - [🤖 Jesse Guru](https://gurubase.io/g/jesse) ## Screenshots Check out Jesse's [Youtube channel](https://jesse.trade/youtube) for tutorials that go through example strategies step by step. Here are a few screenshots just to get you excited: **Backtest results:**  **Example strategy code:** ```py class SMACrossover(Strategy): @property def slow_sma(self): return ta.sma(self.candles, 200) @property def fast_sma(self): return ta.sma(self.candles, 50) def should_long(self) -> bool: # Fast SMA above Slow SMA return self.fast_sma > self.slow_sma def should_short(self) -> bool: # Fast SMA below Slow SMA return self.fast_sma < self.slow_sma def should_cancel_entry(self) -> bool: return False def go_long(self): # Open long position and use entire balance to buy qty = utils.size_to_qty(self.balance, self.price, fee_rate=self.fee_rate) self.buy = qty, self.price def go_short(self): # Open short position and use entire balance to sell qty = utils.size_to_qty(self.balance, self.price, fee_rate=self.fee_rate) self.sell = qty, self.price def update_position(self): # If there exist long position, but the signal shows Death Cross, then close the position, and vice versa. if self.is_long and self.fast_sma < self.slow_sma: self.liquidate() if self.is_short and self.fast_sma > self.slow_sma: self.liquidate() ``` **Live trading (requires [live plugin](https://docs.jesse.trade/docs/livetrade.html)):**  ## What's next? You can see the project's **[roadmap here](https://docs.jesse.trade/docs/roadmap.html)**. **Subscribe** to our mailing list at [jesse.trade](https://jesse.trade) to get the good stuff as soon they're released. Don't worry, We won't send you spam—Pinky promise. ## How to contribute Thank you for your interest in contributing to the project. The best way to contribute is by **participating in the community** and **helping other users**. You can also contribute by submitting **bug reports** and **feature requests** or writing code (submitting PRs) which can be incorporated into Jesse itself. In that case, here's what you need to know: - Before starting to work on a PR, please **reach out** to make sure it **aligns** with the **project's roadmap** and **vision**. - If your PR makes changes to the source code, please make sure to **add unit tests**. If you're not sure how to do that, just check out some of the already existing [tests](https://github.com/jesse-ai/jesse/tree/master/tests). First, you need to install Jesse from the repository instead of PyPi: ```sh # first, make sure that the PyPi version is not installed pip uninstall jesse # now install Jesse from the repository git clone https://github.com/jesse-ai/jesse.git cd jesse pip install -e . ``` Now every change you make to the code will be affected immediately. After every change, **make sure** your changes did not **break** any functionality by **running tests**: ``` pytest ``` ## Disclaimer This software is for educational purposes only. USE THE SOFTWARE AT **YOUR OWN RISK**. THE AUTHORS AND ALL AFFILIATES ASSUME **NO RESPONSIBILITY FOR YOUR TRADING RESULTS**. **Do not risk money that you are afraid to lose**. There might be **bugs** in the code - this software DOES NOT come with **ANY warranty**. ", Assign "at most 3 tags" to the expected json: {"id":"12139","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"