Concentrated Liquidity Positions, Graphed

---

Fully interactive [in terminal]. Generates a 3D plot chart showing the general spread, depth, and concentration of liquidity positions by calling liquidity_per_tick_range.

Option to export chart image (png format) and/or CSV file to ./data/ in the same directory the script is run from.

Optional block height [leave blank for default - latest height].

If you have issues like HTTP errors, try changing the node the script uses. There is a REST/LCD URL at the top of the script you can change for another endpoint. See [https://cosmos.directory/osmosis/nodes] for other public nodes.

# Constants
default_url = "https://rest-osmosis.ecostake.com:443"

Features

• Interactive Prompts: The script prompts for necessary inputs if not provided as command-line arguments.
• Optional Block Height: You can specify a block height, a range of heights, a list of individual heights, or leave it blank to fetch the latest data.
• CSV and PNG Output: Choose to output a CSV file, a PNG file, or both.
• Data Preprocessing: Processes and prepares the liquidity data for visualization and export.
• 3D Plot Generation: Generates a 3D scatter plot visualizing the liquidity distribution.

Variables and Inputs

• Pool ID (--pool_id): The ID of the pool for which to fetch liquidity data.
• Heights (--heights): Specify block heights in the following formats:
  • Single Height: --heights 1000
  • Range of Heights: --heights 1000-1200
  • List of Heights: --heights 1000,1005,1249
  • Leave blank for the latest data.
• CSV Option (--csv): Choose whether to output a CSV file.
  • Options: yes, no, exclusively
• Dot Size (--dot_size): Size of the dots in the plot (default is 30). Range: 1-100.
• Node REST URL (--url): URL of the node to fetch data from (default is https://rest-osmosis.ecostake.com:443).

Setup

Install Dependencies

Requires python/python3 + pip/pip3.

Install Python Packages

pip3 install -r requirements.txt

Running the Script

You can run the script directly from the terminal. If you do not provide necessary inputs as command-line arguments, the script will prompt you to enter them interactively.

Example command:

python3 graph-interactive.py --pool_id 1580 --heights 1000-1100 --csv yes --dot_size 50 --url https://rest-osmosis.ecostake.com:443

Troubleshooting

If you encounter HTTP errors, try changing the node endpoint in the script. Check [https://cosmos.directory/osmosis/nodes] for other public nodes.

---