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| from .utils import * | |
| from .config import * | |
| from .models import * | |
| from .db import * | |
| from .init import * | |
| import gradio as gr | |
| # Logging | |
| def log_text(text): | |
| conn = get_db() | |
| cursor = conn.cursor() | |
| cursor.execute('INSERT INTO spokentext (spokentext) VALUES (?)', (text,)) | |
| if scheduler: | |
| with scheduler.lock: | |
| conn.commit() | |
| else: | |
| conn.commit() | |
| cursor.close() | |
| # Vote | |
| def upvote_model(model, uname, battle=False): | |
| conn = get_db() | |
| cursor = conn.cursor() | |
| if battle: uname = "unknown_battle" | |
| cursor.execute('UPDATE model SET upvote = upvote + 1 WHERE name = ?', (model,)) | |
| if cursor.rowcount == 0: | |
| cursor.execute('INSERT OR REPLACE INTO model (name, upvote, downvote) VALUES (?, 1, 0)', (model,)) | |
| cursor.execute('INSERT INTO vote (username, model, vote) VALUES (?, ?, ?)', (uname, model, 1,)) | |
| if scheduler: | |
| with scheduler.lock: | |
| conn.commit() | |
| else: | |
| conn.commit() | |
| cursor.close() | |
| def downvote_model(model, uname, battle=False): | |
| conn = get_db() | |
| cursor = conn.cursor() | |
| if battle: uname = "unknown_battle" | |
| cursor.execute('UPDATE model SET downvote = downvote + 1 WHERE name = ?', (model,)) | |
| if cursor.rowcount == 0: | |
| cursor.execute('INSERT OR REPLACE INTO model (name, upvote, downvote) VALUES (?, 0, 1)', (model,)) | |
| cursor.execute('INSERT INTO vote (username, model, vote) VALUES (?, ?, ?)', (uname, model, -1,)) | |
| if scheduler: | |
| with scheduler.lock: | |
| conn.commit() | |
| else: | |
| conn.commit() | |
| cursor.close() | |
| # Battle Mode | |
| def a_is_better_battle(model1, model2, userid): | |
| return a_is_better(model1, model2, 'unknown_battle', True) | |
| def b_is_better_battle(model1, model2, userid): | |
| return b_is_better(model1, model2, 'unknown_battle', True) | |
| # A/B better | |
| def a_is_better(model1, model2, userid, battle=False): | |
| print("A is better", model1, model2) | |
| if not model1 in AVAILABLE_MODELS.keys() and not model1 in AVAILABLE_MODELS.values(): | |
| raise gr.Error('Sorry, please try voting again.') | |
| userid = mkuuid(userid) | |
| if model1 and model2: | |
| conn = get_db() | |
| cursor = conn.cursor() | |
| cursor.execute('INSERT INTO votelog (username, chosen, rejected) VALUES (?, ?, ?)', (str(userid), model1, model2,)) | |
| if scheduler: | |
| with scheduler.lock: | |
| conn.commit() | |
| else: | |
| conn.commit() | |
| cursor.close() | |
| upvote_model(model1, str(userid), battle) | |
| downvote_model(model2, str(userid), battle) | |
| return reload(model1, model2, userid, chose_a=True) | |
| def b_is_better(model1, model2, userid, battle=False): | |
| print("B is better", model1, model2) | |
| if not model1 in AVAILABLE_MODELS.keys() and not model1 in AVAILABLE_MODELS.values(): | |
| raise gr.Error('Sorry, please try voting again.') | |
| userid = mkuuid(userid) | |
| if model1 and model2: | |
| conn = get_db() | |
| cursor = conn.cursor() | |
| cursor.execute('INSERT INTO votelog (username, chosen, rejected) VALUES (?, ?, ?)', (str(userid), model2, model1,)) | |
| if scheduler: | |
| with scheduler.lock: | |
| conn.commit() | |
| else: | |
| conn.commit() | |
| cursor.close() | |
| upvote_model(model2, str(userid), battle) | |
| downvote_model(model1, str(userid), battle) | |
| return reload(model1, model2, userid, chose_b=True) | |
| # Reload | |
| def reload(chosenmodel1=None, chosenmodel2=None, userid=None, chose_a=False, chose_b=False): | |
| out = [ | |
| gr.update(interactive=False, visible=False), | |
| gr.update(interactive=False, visible=False) | |
| ] | |
| if chose_a == True: | |
| out.append(gr.update(value=f'Your vote: {chosenmodel1}', interactive=False, visible=True)) | |
| out.append(gr.update(value=f'{chosenmodel2}', interactive=False, visible=True)) | |
| else: | |
| out.append(gr.update(value=f'{chosenmodel1}', interactive=False, visible=True)) | |
| out.append(gr.update(value=f'Your vote: {chosenmodel2}', interactive=False, visible=True)) | |
| out.append(gr.update(visible=True)) | |
| return out |