import praw
from neo4j import GraphDatabase

from reddit_detective import RedditNetwork, Comments
from reddit_detective.data_models import Redditor

# Create PRAW client instance
api = praw.Reddit(
    client_id="yourclientid",
    client_secret="yourclientsecret",
    user_agent="reddit-detective"
)

# Create driver instance
driver = GraphDatabase.driver(
    "url_of_database",
    auth=("your_username", "your_password")
)

# Create network graph
net = RedditNetwork(
        driver=driver,
        components=[
            # Other relationship types are Submissions and CommentsReplies
            # Other data models available as components are Subreddit and Submission
            Comments(Redditor(api, "BloodMooseSquirrel", limit=5)),
            Comments(Redditor(api, "Anub_Rekhan", limit=5))
        ]
    )
net.create_constraints() # Optional, doing once is enough
net.run_cypher_code()
net.add_karma(api)  # Shows karma as a property of nodes, optional

# Assuming a network graph is created and database is started

# Interaction score = A / (A + B)
# Where A is the number of comments received in user's submissions
# And B is the number of comments made by the user
from reddit_detective.analytics import metrics

score = metrics.interaction_score(driver, "Anub_Rekhan")
score_norm = metrics.interaction_score_normalized(driver, "Anub_Rekhan")
print("Interaction score for Anub_Rekhan:", score)
print("Normalized interaction score for Anub_Rekhan:", score_norm)

# Assuming a network graph is created and database is started

# For a user, submission or subreddit, return the ratio of cyborg-like comments to all comments
# A cyborg-like comment is basically a comment posted within 6 seconds of the submission's creation
# Why 6? Can't the user be a fast typer? 
#   See reddit_detective/analytics/metrics.py for detailed information

from reddit_detective.analytics import metrics

score, comms = metrics.cyborg_score_user(driver, "Anub_Rekhan")
print("Cyborg score for Anub_Rekhan:", score)
print("List of Cyborg-like comments of Anub_Rekhan:", comms)

# Assuming a network graph is created and database is started

session = driver.session()
result = session.run("Some cypher code")
session.close()