app.py

import streamlit as st
import spacy
import requests
import spacy.cli

# Check if the model is installed, and download it if not
try:
    # Try loading the model spaCy, a popular Natural Language Processing (NLP) library in Python
    # load the en_core_web_sm model, which is a small, pre-trained model for English provided by spaCy.
    # en_core_web_sm is one of the spaCy pre-trained models for English. The "sm" in its name stands for "small," 
    # meaning this is a lightweight version of the model with a trade-off between speed and accuracy compared to larger models like en_core_web_md (medium) or en_core_web_lg (large).
    nlp = spacy.load("en_core_web_sm")
except OSError:
    # If not found, download the model
    spacy.cli.download("en_core_web_sm")
    nlp = spacy.load("en_core_web_sm")

# Now you can use the model
doc = nlp("This is a test sentence.")
print([(token.text, token.pos_) for token in doc])


# Function to trigger GitHub Actions workflow
def trigger_github_action(repo_owner, repo_name, workflow_file, token):
    url = f"https://api.github.com/repos/{repo_owner}/{repo_name}/actions/workflows/{workflow_file}/dispatches"
    
    headers = {
        "Authorization": f"Bearer {token}",
        "Accept": "application/vnd.github.v3+json",
    }
    
    data = {
        "ref": "main",  # The branch to trigger on
        "inputs": {      # Any additional inputs you want to pass to the workflow
            "deploy": "true"  # example of passing an input parameter
        }
    }

    response = requests.post(url, json=data, headers=headers)
    
    if response.status_code == 204:
        return "GitHub Action triggered successfully!"
    else:
        return f"Error: {response.status_code}, {response.text}"

# Streamlit app UI
st.title("NLP Command Processor")
st.write("Type a command to trigger GitHub Actions workflow for MuleSoft API deployment.")

# User input for NLP command
command = st.text_input("Enter NLP Command", "")

# GitHub repo details
repo_owner = "stigaditech"
repo_name = "ch2-mule-api-cicd"
workflow_file = "build.yml"  # Name of your GitHub Actions workflow YAML file
github_token = "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"  # Personal Access Token with the necessary scopes

# Process the command and trigger GitHub Actions
if command:
    doc = nlp(command.lower())  # Process the command using spaCy
    
    if any(token.text in ["deploy", "hugging", "face"] for token in doc):
        result = trigger_github_action(repo_owner, repo_name, workflow_file, github_token)
        st.success(result)
    else:
        st.warning("Command not recognized. Please try a valid command.")