epanetgpt is a Python package designed to enable users to interact with their EPANET input files through natural language conversations. Inspired by pdfgpt, its objective is to suggest/run code snippets.
Environments -> base (root) -> open terminal -> pip install epanetgpt
- pip install epanetgpt
from epanetgpt import EPANETBot
d = EPANETBot(openai_key='************************************')
print('Example:')
inp_file_path = "Net1.inp"
pdf_file_path = "Net1.pdf"
resp = d.generatePDF(inp_file_path, pdf_file_path)
if resp:
extracted_text, num_pages = d.generateText(file_path=pdf_file_path)
df = d.generateEmbeddings(extracted_text)
print('USER: Give me a summary of the water network? junctions, pipes, pumps etc.')
prompt = d.generatePrompt(df, num_pages, 'Give me a summary of the water network? junctions, pipes, pumps etc.')
response = d.sendPrompt(prompt, model="gpt-3.5-turbo")
print('AI')
print(response, '\n')Example:
USER: Give me a summary of the water network? junctions, pipes, pumps etc.
AI
Summary of the water network based on the provided data:
Junctions:
- Junction 10 is at elevation 710 with no demand.
- Junction 11 is at elevation 710 with a demand of 150.
- Junction 12 is at elevation 700 with a demand of 150.
- Junction 13 is at elevation 695 with a demand of 100.
- Junction 21 is at elevation 700 with a demand of 150.
- Junction 22 is at elevation 695 with a demand of 200.
- Junction 23 is at elevation 690 with a demand of 150.
- Junction 31 is at elevation 700 with a demand of 100.
- Junction 32 is at elevation 710 with a demand of 100.
Reservoirs:
- Reservoir 9 has a head of 800.
Tanks:
- Tank 2 has an elevation of 850, an initial level of 120, a minimum level of 100, a maximum level of 150, a diameter of 50.5, and no volume curve specified.
Pipes:
- Pipe 10 connects junction 10 to junction 11 with a length of 10530, a diameter of 18, a roughness of 100, and no minor loss. The pipe is open.
- Pipe 11 connects junction 11 to junction 12 with a length of 5280, a diameter of 14, a roughness of 100, and no minor loss. The pipe is open.
- Pipe 12 connects junction 12 to junction 13 with a length of 5280, a diameter of 10, a roughness of 100, and no minor loss. The pipe is open.
- Pipe 21 connects junction 21 to junction 22 with a length of 5280, a diameter of 10, a roughness of 100, and no minor loss. The pipe is open.
- Pipe 22 connects junction 22 to junction 23 with a length of 5280, a diameter of 12, a roughness of 100, and no minor loss. The pipe is open.
- Pipe 31 connects junction 31 to junction 32 with a length of 5280, a diameter of 6, a roughness of 100, and no minor loss. The pipe is open.
- Pipe 110 connects tank 2 to junction 12 with a length of 200, a diameter of 18, a roughness of 100, and no minor loss. The pipe is open.
- Pipe 111 connects junction 11 to junction 21 with a length of 5280, a diameter of 10, a roughness of 100, and no minor loss. The pipe is open.
- Pipe 112 connects junction 12 to junction 22 with a length of 5280, a diameter of 12, a roughness of 100, and no minor loss. The pipe is open.
- Pipe 113 connects junction 13 to junction 23 with a length of 5280, a diameter of 8, a roughness of 100, and no minor loss. The pipe is open.
- Pipe 121 connects junction 21 to junction 31 with a length of 5280, a diameter of 8, a roughness of 100, and no minor loss. The pipe is open.
- Pipe 122 connects junction 22 to junction 32 with a length of 5280, a diameter of 6, a roughness of 100, and no minor loss. The pipe is open.
Pumps:
- Pump 9 is connected from node 9 to node 10 with the parameter "HEAD 1".
Valves:
- No valve information specified.
Demand Patterns:
- Two demand patterns are specified. The first pattern has multipliers 1.0, 1.2, 1.4, 1.6, 1.4, and 1.2. The second pattern has multipliers 1.0, 0.8, 0.6, 0.4, 0.6, and 0.8.
Curves:
- Curve 1 has X-Value 1500 and Y-Value 250. It represents the pump curve for Pump 9.
Controls:
- There is a control specified that opens link 9 if node 2 is below 110 and closes it if node 2 is above 140.
Energy:
- Global efficiency is specified as 75.
- Global price is specified as 0.0.
- Demand charge is specified as 0.0.
Emitters:
- No emitter information specified.
Quality:
- Initial quality is specified for all junctions (10, 11, 12, 13, 21, 22, 23, 31, 32) and tanks (9, 2).
Sources:
- No source information specified.
Reactions:
- Reaction coefficients are specified for bulk, tank, and wall reactions.
- Free software: MIT license
- Documentation: https://epanetgpt.readthedocs.io.
- TODO
This package was created with Cookiecutter and the audreyr/cookiecutter-pypackage project template.