Initial commit

play_helper.py

@@ -0,0 +1,597 @@
+# %%
+import os
+import time
+import pandas as pd
+import gradio as gr
+
+import google.auth
+from googleapiclient.discovery import build
+from googleapiclient.errors import HttpError
+from googleapiclient.http import MediaFileUpload
+
+from textgames import GAME_NAMES, LEVEL_IDS, LEVELS, new_game, preload_game, game_filename
+from textgames.islands.islands import Islands
+from textgames.sudoku.sudoku import Sudoku
+from textgames.crossword_arranger.crossword_arranger import CrosswordArrangerGame
+from textgames.ordering_text.ordering_text import OrderingTextGame
+
+
+# %%
+def declare_components():
+    with gr.Row():
+        with gr.Column(scale=1):
+            m = gr.Markdown("Welcome to TextGames!", elem_id="md-greeting")
+            logout_btn = gr.Button("Logout", link="/logout", variant='huggingface', size='sm', elem_id="btn-logout")
+        with gr.Column(scale=2):
+            solved_games_df = gr.DataFrame(headers=[g.split('\t', 1)[0] for g in GAME_NAMES], label="Finished Games",
+                                           interactive=False, elem_id="df-solved-games")
+    game_radio = gr.Radio(GAME_NAMES, label="Game", elem_id="radio-game-name")
+    level_radio = gr.Radio(LEVELS, label="Level", elem_id="radio-level-name")
+    new_game_btn = gr.Button("Start Game", elem_id="btn-start-game")
+    render_toggle = gr.Checkbox(False, visible=False, interactive=False)
+    return m, logout_btn, solved_games_df, game_radio, level_radio, new_game_btn, render_toggle
+
+
+# %%
+_creds, _ = google.auth.default()
+_service = build("drive", "v3", credentials=_creds)
+_files = _service.files()
+
+# %%
+js_remove_input_helper = """(s) => {
+        var el = document.getElementById('lintao-container');
+        if (el) el.remove();
+        return s;
+    }"""
+
+# %%
+js_solved_games_df_and_remove_footers = """() => {
+        var solvedGamesDf = document.getElementById("df-solved-games");
+        var tables = solvedGamesDf.getElementsByTagName("table");
+        for (let i = 0; i < tables.length; ++i) {
+            tables[i].style.overflowY = "clip";
+            tables[i].style.overflowX = "auto";
+        }
+        var footers = document.getElementsByTagName("footer");
+        for (let i = 0; i < footers.length; ++i) {
+            // footers[i].style.visibility = 'hidden';
+            footers[i].remove();
+        }
+    }"""
+
+
+# %%
+js_island = """
+function island() {{
+    const grid_N = {N},
+          grid_px = 40;
+
+    const container = document.createElement('div');
+    container.style.display = 'grid';
+    container.style.gridTemplateColumns = container.style.gridTemplateRows = `repeat(${{grid_N}}, ${{grid_px}}px)`;
+    container.style.gap = '1px';
+    container.style.border = '2px solid black';
+    container.style.width = 'max-content';
+    container.style.margin = '5px 0px 5px 40px';
+    container.id = 'lintao-container';
+
+    for (let i = 0; i < grid_N; ++i) {{
+        for (let j = 0; j < grid_N; ++j) {{
+            const cell = document.createElement('div');
+            cell.textContent = '.';
+            cell.style.width = cell.style.height = `${{grid_px}}px`;
+            cell.style.display = 'flex';
+            cell.style.alignItems = 'center';
+            cell.style.justifyContent = 'center';
+            cell.style.fontSize = `${{grid_px/2}}px`;
+            cell.style.border = '1px solid gray';
+            cell.style.cursor = 'pointer';
+            cell.id = `lintao-cell-${{i}}-${{j}}`;
+
+            // Toggle between '#', 'o', and '.'
+            cell.addEventListener('click', () => {{
+                if (cell.textContent === '.') {{
+                    cell.textContent = '#';
+                }} else if (cell.textContent === '#') {{
+                    cell.textContent = 'o';
+                }} else if (cell.textContent === 'o') {{
+                    cell.textContent = '.';
+                }} else {{
+                    alert(`The clicked cell has unknown value of '${{cell.textContent}}'.`)
+                }}
+            }});
+
+            container.appendChild(cell);
+        }}
+    }}    
+    // return container;
+
+    // var gradioContainer = document.querySelector('.gradio-container');
+    // gradioContainer.insertBefore(container, gradioContainer.firstChild);
+
+    var submitRow = document.getElementById("lintao-submit-row");
+    submitRow.parentElement.insertBefore(container, submitRow);
+}}
+"""
+
+js_island_submit = """
+function island_submit(textarea, io_history) {{
+    const grid_N = {N};
+    var ret = "";
+    for (let i = 0; i < grid_N; ++i) {{
+        if (i > 0) ret += '\\n';
+        for (let j = 0; j < grid_N; ++j) {{
+            ret += document.getElementById(`lintao-cell-${{i}}-${{j}}`).textContent;
+        }}
+    }}
+    return [ret, io_history];
+}}
+"""
+
+
+# %%
+js_sudoku = """
+function sudoku() {{
+    const N = {N};
+    const grid_N = N*N,
+          grid_px = 50,
+          border_px = 3;
+    const mat = {mat};
+
+    let is_numeric_sudoku = false;
+    for (let i = 0; i < grid_N; ++i) {{
+        for (let j = 0; j < grid_N; ++j) {{
+            if (/^\\d$/.test(mat[i][j])) {{
+                is_numeric_sudoku = true;
+                break;
+            }}
+        }}
+    }}
+
+    const container = document.createElement('div');
+    container.style.display = 'grid';
+    container.style.gridTemplateColumns = container.style.gridTemplateRows = `repeat(${{grid_N}}, ${{grid_px}}px)`;
+    container.style.gap = '1px';
+    container.style.border = '${{border_px}}px solid white';
+    container.style.width = 'max-content';
+    container.style.margin = '5px 0px 5px 40px';
+    container.id = 'lintao-container';
+
+    // Generate the grid
+    for (let i = 0; i < grid_N; ++i) {{
+        for (let j = 0; j < grid_N; ++j) {{
+            const cell = document.createElement('input');
+            cell.type = 'text';
+            cell.maxLength = 1;
+            cell.style.width = cell.style.height = `${{grid_px}}px`;
+            cell.style.display = 'flex';
+            cell.style.alignItems = 'center';
+            cell.style.justifyContent = 'center';
+            cell.style.textAlign = 'center';
+            cell.style.fontSize = `${{grid_px/2}}px`;
+            cell.style.border = '1px solid #c0c0c0';
+            cell.style.backgroundColor = 'black'
+            cell.style.cursor = 'pointer';
+            cell.id = `lintao-cell-${{i}}-${{j}}`;
+
+            if (mat[i][j] != '_') {{
+                cell.value = mat[i][j];
+                cell.style.color = '#D0D0D0'
+                cell.disabled = true;
+            }}
+
+            //cell.style.color = 'black';
+            //cell.style.outline = 'none';
+
+            if (j % N === 0) cell.style.borderLeft = `${{border_px}}px solid white`;
+            if (j % N === (N-1)) cell.style.borderRight = `${{border_px}}px solid white`;
+            if (i % N === 0) cell.style.borderTop = `${{border_px}}px solid white`;
+            if (i % N === (N-1)) cell.style.borderBottom = `${{border_px}}px solid white`;
+
+            // Allow only numbers 1-9 or A-I
+            cell.addEventListener('input', (e) => {{
+                if ((N === 2  &&  (!(is_numeric_sudoku?/^[1-4]$/:/^[A-Da-d]$/).test(e.target.value))) || 
+                    (N === 3  &&  (!(is_numeric_sudoku?/^[1-9]$/:/^[A-Ia-i]$/).test(e.target.value)))) {{
+                    e.target.value = '';
+                }}
+                e.target.value = e.target.value.toUpperCase();
+            }});
+
+            container.appendChild(cell);
+        }}
+    }}
+
+    container.addEventListener('focusin', (e) => {{
+        const index = Array.from(container.children).indexOf(e.target);
+        if (index === -1) return;
+
+        const row = Math.floor(index / grid_N);
+        const col = index % grid_N;
+
+        for (let i = 0; i < grid_N * grid_N; ++i) {{
+            const cell = container.children[i];
+            const currentRow = Math.floor(i / grid_N);
+            const currentCol = i % grid_N;
+
+            if (currentRow === row || currentCol === col || (Math.floor(currentRow / N) === Math.floor(row / N) && Math.floor(currentCol / N) === Math.floor(col / N))) {{
+                cell.style.backgroundColor = '#303039';
+            }} else {{
+                cell.style.backgroundColor = 'black';
+            }}
+        }}
+    }});
+
+    container.addEventListener('focusout', () => {{
+        for (let i = 0; i < grid_N * grid_N; i++) {{
+            container.children[i].style.backgroundColor = 'black';
+        }}
+    }});
+
+    var submitRow = document.getElementById("lintao-submit-row");
+    submitRow.parentElement.insertBefore(container, submitRow);
+}}
+"""
+
+js_sudoku_submit = """
+function sudoku_submit(textarea, io_history) {{
+    const N = {N};
+    const grid_N = N*N;
+    var ret = "";
+    for (let i = 0; i < grid_N; ++i) {{
+        if (i > 0) ret += '\\n';
+        for (let j = 0; j < grid_N; ++j) {{
+            ret += document.getElementById(`lintao-cell-${{i}}-${{j}}`).value;
+        }}
+    }}
+    return [ret, io_history];
+}}
+"""
+
+
+# %%
+js_crossword = """
+function crossword() {{
+    const grid_N = {N},
+          grid_px = 50;
+
+    const container = document.createElement('div');
+    container.style.display = 'grid';
+    container.style.gridTemplateColumns = container.style.gridTemplateRows = `repeat(${{grid_N}}, ${{grid_px}}px)`;
+    container.style.gap = '1px';
+    container.style.border = '2px solid white';
+    container.style.width = 'max-content';
+    container.style.margin = '5px 0px 5px 40px';
+    container.id = 'lintao-container';
+
+    // Generate the grid
+    for (let i = 0; i < grid_N; ++i) {{
+        for (let j = 0; j < grid_N; ++j) {{
+            const cell = document.createElement('input');
+            //cell.textContent = '';
+            cell.type = 'text';
+            cell.maxLength = 1;
+            cell.style.width = cell.style.height = `${{grid_px}}px`;
+            cell.style.display = 'flex';
+            cell.style.alignItems = 'center';
+            cell.style.justifyContent = 'center';
+            cell.style.textAlign = 'center';
+            cell.style.fontSize = `${{grid_px/2}}px`;
+            cell.style.border = '1px solid #c0c0c0';
+            cell.style.backgroundColor = 'black'
+            cell.style.cursor = 'pointer';
+            cell.id = `lintao-cell-${{i}}-${{j}}`;
+
+            // Allow only a-z
+            cell.addEventListener('input', (e) => {{
+                if (!/^[a-z]$/.test(e.target.value)) {{
+                    e.target.value = '';
+                }}
+            }});
+
+            container.appendChild(cell);
+        }}
+    }}
+
+    var submitRow = document.getElementById("lintao-submit-row");
+    submitRow.parentElement.insertBefore(container, submitRow);
+}}
+"""
+
+js_crossword_submit = """
+function crossword_submit(textarea, io_history) {{
+    const grid_N = {N};
+    var ret = "";
+    for (let i = 0; i < grid_N; ++i) {{
+        if (i > 0) ret += '\\n';
+        for (let j = 0; j < grid_N; ++j) {{
+            ret += document.getElementById(`lintao-cell-${{i}}-${{j}}`).value;
+        }}
+    }}
+    return [ret, io_history];
+}}
+"""
+
+
+# %%
+js_ordering = """
+function ordering() {{          
+    const listContainer = document.createElement('ul');
+    listContainer.style.listStyle = 'none';
+    listContainer.style.padding = '0';
+    listContainer.style.width = '20em';
+    listContainer.style.border = '2px solid white';
+    listContainer.style.margin = '5px 0px 5px 40px';
+    listContainer.id = 'lintao-container';
+
+    document.body.appendChild(listContainer);
+
+    const items = {items};
+
+    items.forEach((itemText, index) => {{
+        const listItem = document.createElement('li');
+        listItem.textContent = itemText;
+        listItem.draggable = true;
+        listItem.style.padding = '10px';
+        listItem.style.border = '1px solid #c0c0c0';
+        listItem.style.margin = '3px';
+        listItem.style.backgroundColor = 'black';
+        listItem.style.cursor = 'grab';
+        listItem.id = `lintao-item-${{index}}`;
+
+        // Drag and drop events
+        listItem.addEventListener('dragstart', (e) => {{
+            const draggedIndex = Array.from(listContainer.children).indexOf(listItem);
+            e.dataTransfer.setData('text/plain', draggedIndex);
+            listItem.style.backgroundColor = '#1f1811';
+        }});
+
+        listItem.addEventListener('dragover', (e) => {{
+            e.preventDefault();
+            listItem.style.backgroundColor = '#303030';
+        }});
+
+        listItem.addEventListener('dragleave', () => {{
+            listItem.style.backgroundColor = 'black';
+        }});
+
+        listItem.addEventListener('drop', (e) => {{
+            e.preventDefault();
+            const draggedIndex = e.dataTransfer.getData('text/plain');
+            const draggedItem = listContainer.children[draggedIndex];
+            const targetIndex = Array.from(listContainer.children).indexOf(listItem);
+            console.log(draggedIndex, draggedItem, targetIndex);
+
+            if (draggedIndex !== targetIndex) {{
+                listContainer.insertBefore(draggedItem, targetIndex > draggedIndex ? listItem.nextSibling : listItem);
+            }}
+
+            listItem.style.backgroundColor = 'black';
+        }});
+
+        listItem.addEventListener('dragend', () => {{
+            listItem.style.backgroundColor = 'black';
+        }});
+
+        listContainer.appendChild(listItem);
+    }});
+
+    var submitRow = document.getElementById("lintao-submit-row");
+    submitRow.parentElement.insertBefore(listContainer, submitRow);
+}}
+"""
+
+js_ordering_submit = """
+function ordering_submit(textarea, io_history) {{
+    var ret = "";
+    const container = 
+    document.getElementById("lintao-container").childNodes.forEach(
+        (c, i) => {{
+            if (i>0) ret += '\\n';
+            ret += c.textContent;
+        }}
+    )
+    return [ret, io_history];
+}}
+"""
+
+
+# %%
+def _calc_time_elapsed(start_time, cur_text, is_solved):
+    if not is_solved:
+        return f"Time Elapsed (sec): {time.time() - start_time:8.1f}"
+    else:
+        return cur_text
+
+
+# %%
+def _get_file_output(game_name, level_id, fn_prefix):
+    fd = os.getenv('TEXTGAMES_OUTPUT_DIR', '.')
+    os.makedirs(fd, exist_ok=True)
+    return f"{fd}/{fn_prefix}_-_{game_filename(game_name)}_{level_id}.pkl"
+
+
+# %%
+def start_new_game(game_name, level, session_state_component, is_solved_component, solved_games_component,
+                   user=None, show_timer=False, uid=None):
+    # cur_game_id = GAME_IDS[GAME_NAMES.index(game_name)]
+    difficulty_level = LEVEL_IDS[LEVELS.index(level)]
+
+    # if show_timer:
+    #     elapsed_text = gr.Textbox("N/A", label=f"{game_name}", info=f"{level}", )
+    #     gr.Timer(.3).tick(_calc_time_elapsed, [cur_game_start, elapsed_text, is_solved_component], [elapsed_text])
+
+    fp_out = _get_file_output(game_name, difficulty_level, uid)
+    cur_game = (
+        new_game(game_name, difficulty_level)
+        if user is None else
+        preload_game(game_name, difficulty_level, user)
+    )
+    cur_game.attach_stats_output_(fp_out)
+    cur_game.flush_stats_(user=user)
+
+    def add_msg(new_msg, prev_msg):
+        user_input = '\n'.join(new_msg.split())
+        solved, val_msg = cur_game.validate(user_input)
+        response = ("Correct guess" if solved else "Bad guess (Wrong Answer)") + "\n" + val_msg
+        new_io_history = prev_msg + [f"Guess>\n{new_msg}", "Prompt>\n" + response]
+        return (
+            ("" if not solved else gr.Textbox("Thank you for playing!", interactive=False)),
+            new_io_history, "\n\n".join(new_io_history), (1 if solved else 0),
+        )
+
+    gr.Markdown(
+        """
+        > ### ‼️ Do ***NOT*** refresh this page. ‼️<br>
+        > #### ⚠️ Refreshing the page equals "Give-up 😭" ⚠️
+        
+        
+        """
+    )
+    showhide_helper_btn = gr.Button("Show Input Helper (disabling manual input)", elem_id="lintao-helper-btn")
+    io_history = gr.State(["Prompt>\n" + cur_game.get_prompt()])
+    io_textbox = gr.Textbox("\n\n".join(io_history.value), label="Prompt>", interactive=False)
+    textarea = gr.Textbox(label="Guess>", lines=5, info=f"(Shift + Enter to submit)")
+    textarea.submit(add_msg, [textarea, io_history], [textarea, io_history, io_textbox, is_solved_component])
+    js_submit = "(a,b) => [a,b]"
+    if any([isinstance(cur_game, cls) for cls in (Islands, Sudoku, CrosswordArrangerGame, OrderingTextGame)]):
+        if isinstance(cur_game, Islands):
+            js, js_submit = js_island.format(N=cur_game.N), js_island_submit.format(N=cur_game.N)
+        elif isinstance(cur_game, Sudoku):
+            sudoku_arr = str(list(map(lambda r: ''.join(map(str, r)), cur_game.mat)))
+            js, js_submit = js_sudoku.format(N=cur_game.srn, mat=sudoku_arr), js_sudoku_submit.format(N=cur_game.srn)
+        elif isinstance(cur_game, CrosswordArrangerGame):
+            js, js_submit = js_crossword.format(N=cur_game.board_size), js_crossword_submit.format(
+                N=cur_game.board_size)
+        elif isinstance(cur_game, OrderingTextGame):
+            js, js_submit = js_ordering.format(items=f"{cur_game.words}"), js_ordering_submit.format()
+        else:
+            raise NotImplementedError(cur_game)
+        showhide_helper_btn.click(lambda: (gr.update(interactive=False), gr.update(interactive=False)), None,
+                                  [textarea, showhide_helper_btn], js=js)
+    else:
+        showhide_helper_btn.interactive = showhide_helper_btn.visible = False
+
+    with gr.Row(elem_id="lintao-submit-row"):
+        submit_btn = gr.Button("Submit", elem_id="lintao-submit-btn", variant='primary', scale=3)
+        give_up_btn = gr.Button("Give-up 😭", variant='stop', scale=1)
+    finish_btn = gr.Button("🎉🎊 ~ Finish Game ~ 🎊🎉", variant='primary', visible=False, interactive=False)
+
+    submit_btn.click(add_msg, [textarea, io_history], [textarea, io_history, io_textbox, is_solved_component],
+                     js=js_submit)
+    give_up_checkbox = gr.Checkbox(False, visible=False, interactive=False)
+    give_up_btn.click(
+        lambda x: x, [give_up_checkbox], [give_up_checkbox],
+        js="(x) => confirm('🥹 Give-up? 💸')"
+    )
+
+    def _forfeiting(confirmed, _solved_games):
+        if confirmed:
+            cur_game.finish_stats_(forfeit=True)
+            if level in LEVELS[1:4] and level not in _solved_games[game_name]:
+                _solved_games[game_name].append(level)
+            return 0, _solved_games
+        return 1, _solved_games
+    give_up_checkbox.change(_forfeiting, [give_up_checkbox, solved_games_component],
+                            [session_state_component, solved_games_component])
+
+    def game_is_solved(_is_solved, _session_state, _solved_games):
+        if _is_solved:
+            if level in LEVELS[1:4] and level not in _solved_games[game_name]:
+                _solved_games[game_name].append(level)
+            return (
+                2,
+                gr.update(visible=False, interactive=False),
+                gr.update(visible=False, interactive=False),
+                gr.update(visible=True, interactive=True),
+                _solved_games,
+            )
+        else:
+            return (
+                _session_state, gr.update(), gr.update(), gr.update(), _solved_games
+            )
+
+    def upload_to_drive():
+        fn = fp_out.rsplit("/", 1)[-1]
+        file_metadata = {"name": fn, "parents": ["1qStKuVerAQPsXagngfzlNg8PdAR5hupA"]}
+        media = MediaFileUpload(fp_out)
+        # print(f"{file_metadata}\n{fn}")
+        try:
+            _files.create(body=file_metadata, media_body=media).execute()
+        except HttpError as error:
+            print(f"An error occurred: {error}")
+
+    is_solved_component.change(
+        game_is_solved,
+        [is_solved_component, session_state_component, solved_games_component],
+        [session_state_component, submit_btn, give_up_btn, finish_btn, solved_games_component],
+    )
+    finish_btn.click(
+        upload_to_drive, None, None,
+    ).then(
+        lambda: (0, 0), None, [session_state_component, is_solved_component]
+    )
+
+
+# %%
+def check_to_start_new_game(game_name, level, user=None, uid=None):
+    print(game_name, level)
+    if game_name is None or level is None:
+        raise gr.Error("please choose both Game & Level")
+    fp = _get_file_output(game_name, LEVEL_IDS[LEVELS.index(level)], uid)
+    if os.path.exists(fp):
+        raise gr.Error(f"You have done this game already.<br/>{game_name} - {level}")
+    if user is None:
+        gr.Warning("no user, game will be generated randomly")
+    else:
+        if not user['email_verified']:
+            gr.Warning("please verify your email address")
+        elif user['email_verified'] == "mockuser":
+            gr.Info("game will load with a mocked-up user")
+    return 1
+
+
+# %%
+def check_played_game(solved_games, uid):
+    ret = dict()
+    for game_name in solved_games.keys():
+        cur = []
+        for level, level_id in zip(LEVELS[1:4], LEVEL_IDS[1:4]):
+            if os.path.exists(_get_file_output(game_name, level_id, uid)):
+                cur.append(level)
+        ret[game_name] = cur
+    return ret
+
+
+# %%
+def session_state_change_fn(_session_state, cnt_return_with_val=2, cnt_negate_with_val=0, cnt_return=1, cnt_negate=0):
+    # print(f"Session state changed to {_session_state}")
+    ret = (_session_state not in [1, 2])
+
+    def up(positive, positive_reset_value=True):
+        return (
+            gr.update(interactive=True, value=None) if positive and positive_reset_value else
+            gr.update(interactive=True) if positive else gr.update(interactive=False)
+        )
+
+    return ([up(ret, True) for _ in range(cnt_return_with_val)] +
+            [up(not ret, True) for _ in range(cnt_negate_with_val)] +
+            [up(ret, False) for _ in range(cnt_return)] +
+            [up(not ret, False) for _ in range(cnt_negate)] +
+            [])
+
+
+# %%
+def solved_games_change_fn(solved_games):
+    def _icon(_):
+        return _.split('\t', 1)[0]
+    return pd.DataFrame({
+        _icon(g): [" ".join(map(_icon, l))]
+        for g, l in solved_games.items()
+    })
+
+
+# %%
+
+
+# %%
+

play_with_auth.py

@@ -0,0 +1,175 @@
+import os
+
+os.environ.setdefault("GRADIO_SERVER_PORT", "1080")
+# os.environ.setdefault("TEXTGAMES_SHOW_HIDDEN_LEVEL", "1")
+os.environ.setdefault("TEXTGAMES_LOADGAME_DIR", "problemsets")
+os.environ.setdefault("TEXTGAMES_LOADGAME_ID", "42")
+os.environ.setdefault("TEXTGAMES_MOCKUSER", "")
+os.environ.setdefault("TEXTGAMES_OUTPUT_DIR", "user_outputs")
+favicon_path = "textgames-scrabble-black2-ss.png"
+
+#%%
+from textgames import GAME_NAMES, LEVELS
+from play_helper import declare_components, start_new_game, check_to_start_new_game,\
+    session_state_change_fn, js_solved_games_df_and_remove_footers, js_remove_input_helper, solved_games_change_fn, check_played_game
+from typing import Optional
+import hashlib
+
+
+#%%
+import uvicorn
+from fastapi import FastAPI, Depends, Request
+from starlette.config import Config
+from starlette.responses import RedirectResponse, FileResponse
+from starlette.middleware.sessions import SessionMiddleware
+from authlib.integrations.starlette_client import OAuth, OAuthError
+import gradio as gr
+
+app = FastAPI()
+
+# Replace these with your own OAuth settings
+GOOGLE_CLIENT_ID = os.environ.get("GOOGLE_CLIENT_ID")
+GOOGLE_CLIENT_SECRET = os.environ.get("GOOGLE_CLIENT_SECRET")
+SECRET_KEY = os.environ.get("SECRET_KEY", "a_very_secret_key")
+
+# Set up OAuth
+config_data = {'GOOGLE_CLIENT_ID': GOOGLE_CLIENT_ID, 'GOOGLE_CLIENT_SECRET': GOOGLE_CLIENT_SECRET}
+starlette_config = Config(environ=config_data)
+oauth = OAuth(starlette_config)
+oauth.register(
+    name='google',
+    server_metadata_url='https://accounts.google.com/.well-known/openid-configuration',
+    client_kwargs={'scope': 'openid email profile'},
+)
+
+app.add_middleware(SessionMiddleware, secret_key=SECRET_KEY)
+
+_HASHER = (hashlib.blake2b, {"digest_size": 16, "key": SECRET_KEY.encode('utf-8')})
+
+
+def _hash_msg(msg):
+    return msg
+    # if isinstance(msg, str):
+    #     msg = msg.encode('utf-8')
+    # m = _HASHER[0](**_HASHER[1])
+    # m.update(msg)
+    # return m.hexdigest()
+
+
+# Dependency to get the current user
+def get_user(request: Request) -> Optional[dict]:
+    if user := request.session.get('user'):
+        return user
+    elif username := os.getenv("TEXTGAMES_MOCKUSER", ""):
+        return {'name': username, 'email': username, 'email_verified': False}
+    else:
+        return
+
+
+def get_username(request: Request):
+    user = get_user(request)
+    if user:
+        return user['email']
+    return None
+
+
+@app.get('/favicon.ico', include_in_schema=False)
+async def favicon():
+    return FileResponse(favicon_path)
+
+
+@app.get('/')
+def public(user: str = Depends(get_username)):
+    if user:
+        return RedirectResponse(url='/TextGames')
+    else:
+        return RedirectResponse(url='/login')
+
+
+@app.route('/logout')
+async def logout(request: Request):
+    request.session.pop('user', None)
+    if os.getenv('TEXTGAMES_MOCKUSER', ''):
+        os.environ['TEXTGAMES_MOCKUSER'] = ''
+    return RedirectResponse(url='/')
+
+
+@app.route('/do-login')
+async def login(request: Request):
+    redirect_uri = request.url_for('auth')
+    # If your app is running on https, you should ensure that the
+    # `redirect_uri` is https, e.g. uncomment the following lines:
+    #
+    # from urllib.parse import urlparse, urlunparse
+    # redirect_uri = urlunparse(urlparse(str(redirect_uri))._replace(scheme='https'))
+    return await oauth.google.authorize_redirect(request, redirect_uri)
+
+
+@app.route('/auth')
+async def auth(request: Request):
+    try:
+        access_token = await oauth.google.authorize_access_token(request)
+    except OAuthError:
+        return RedirectResponse(url='/')
+    request.session['user'] = dict(access_token)["userinfo"]
+    return RedirectResponse(url='/')
+
+
+def greet(request: gr.Request):
+    user = get_user(request.request)
+    # uid = ('1' if user['email_verified'] else '0') + f"{int(time.time()*10):x}_"[-8:] + _hash_msg(user['email'])
+    uid = _hash_msg(user['email'].encode('utf-8'))
+    return f"""
+    Welcome to TextGames, {user['name']}!<br />
+    <{user['email'].replace('@', '{at}')}> ({'' if user['email_verified'] else 'NON-'}verified email)
+    """, user, uid
+
+
+with gr.Blocks(title="TextGames") as login_demo:
+    gr.Markdown("Welcome to TextGames!")
+    # gr.Button("Login", link="/do-login")
+    gr.Button("🚪\tLogin", link="/do-login", icon=None)
+
+app = gr.mount_gradio_app(app, login_demo, path="/login")
+
+with gr.Blocks(title="TextGames", delete_cache=(3600, 3600)) as demo:
+    m, logout_btn, solved_games_df, game_radio, level_radio, new_game_btn, render_toggle = declare_components()
+
+    # cur_game_start = gr.BrowserState()
+    session_state = gr.State(0)    # 0: menu selection, 1: game is ongoing, 2: game is solved.
+    is_solved = gr.State(0)
+    solved_games = gr.State({g: [] for _, g in game_radio.choices})
+    user_state = gr.State()
+    uid_state = gr.State()
+
+    session_state.change(
+        lambda s: session_state_change_fn(s, 2, 0, 2, 0),
+        [session_state], [game_radio, level_radio, new_game_btn, logout_btn], js=js_remove_input_helper,
+    )
+    new_game_btn.click(check_to_start_new_game, [game_radio, level_radio, user_state, uid_state], [session_state])
+    solved_games.change(solved_games_change_fn, solved_games, solved_games_df)
+    session_state.change(lambda s, r: (not r if s in [0, 1] else r), [session_state, render_toggle], [render_toggle])
+
+    demo.load(
+        greet, None, [m, user_state, uid_state], js=js_solved_games_df_and_remove_footers
+    ).then(
+        check_played_game, [solved_games, uid_state], [solved_games]
+    )
+
+    @gr.render(inputs=[game_radio, level_radio, user_state, session_state, uid_state], triggers=[render_toggle.change])
+    def _start_new_game(game_name, level, user, _session_state, _uid_state):
+        if _session_state in [1, 2]:
+            start_new_game(game_name, level, session_state, is_solved, solved_games, user=user, uid=_uid_state)
+
+
+app = gr.mount_gradio_app(app, demo, path="/TextGames", auth_dependency=get_username)
+
+if __name__ == '__main__':
+    uvicorn.run(app, port=int(os.environ.get("GRADIO_SERVER_PORT", "8080")))
+
+
+#%%
+
+
+#%%
+

problemsets/log.txt

@@ -0,0 +1,85 @@
+📰	Crossword Arranger_1: 100%|██████████| 1000/1000 [00:04<00:00, 206.56it/s]
+[📰	Crossword Arranger_1]  Duplicate #:    0
+📰	Crossword Arranger_2: 100%|██████████| 1000/1000 [00:14<00:00, 69.60it/s]
+[📰	Crossword Arranger_2]  Duplicate #:    0
+📰	Crossword Arranger_3: 100%|██████████| 1000/1000 [05:30<00:00,  3.02it/s]
+[📰	Crossword Arranger_3]  Duplicate #:    0
+🧩	Text Sudoku_1: 100%|██████████| 1000/1000 [00:00<00:00, 7546.89it/s]
+[🧩	Text Sudoku_1]  Duplicate #:    0
+🧩	Text Sudoku_2: 100%|██████████| 1000/1000 [00:00<00:00, 6991.53it/s]
+[🧩	Text Sudoku_2]  Duplicate #:    0
+🧩	Text Sudoku_3: 100%|██████████| 1000/1000 [00:09<00:00, 107.71it/s]
+[🧩	Text Sudoku_3]  Duplicate #:    0
+🏝️	Islands_1: 100%|██████████| 1000/1000 [00:00<00:00, 6561.67it/s]
+🏝️	Islands_2:   0%|          | 0/1000 [00:00<?, ?it/s][🏝️	Islands_1]  Duplicate #: 1689
+[🏝️	Islands_2]  Duplicate #: 1910
+🏝️	Islands_2: 100%|██████████| 1000/1000 [00:00<00:00, 14037.63it/s]
+🏝️	Islands_3: 100%|██████████| 1000/1000 [00:00<00:00, 8771.91it/s]
+[🏝️	Islands_3]  Duplicate #: 2813
+🔑	Password Game_1: 100%|██████████| 1000/1000 [04:15<00:00,  3.91it/s]
+[🔑	Password Game_1]  Duplicate #: 3003
+🔑	Password Game_2: 100%|██████████| 1000/1000 [03:47<00:00,  4.40it/s]
+[🔑	Password Game_2]  Duplicate #: 3004
+🔑	Password Game_3: 100%|██████████| 1000/1000 [03:48<00:00,  4.37it/s]
+[🔑	Password Game_3]  Duplicate #: 3004
+📈	Ordering Text_1:   0%|          | 0/1000 [00:00<?, ?it/s]can't find matching word
+can't find matching word
+can't find matching word
+can't find matching word
+can't find matching word
+can't find matching word
+can't find matching word
+📈	Ordering Text_1:  30%|███       | 303/1000 [00:00<00:00, 2988.99it/s]can't find matching word
+can't find matching word
+can't find matching word
+can't find matching word
+can't find matching word
+can't find matching word
+📈	Ordering Text_1:  67%|██████▋   | 669/1000 [00:00<00:00, 3373.69it/s]can't find matching word
+can't find matching word
+can't find matching word
+can't find matching word
+can't find matching word
+can't find matching word
+can't find matching word
+can't find matching word
+can't find matching word
+can't find matching word
+can't find matching word
+can't find matching word
+can't find matching word
+can't find matching word
+[📈	Ordering Text_1]  Duplicate #: 3004
+📈	Ordering Text_1: 100%|██████████| 1000/1000 [00:00<00:00, 3012.38it/s]
+📈	Ordering Text_2:   0%|          | 0/1000 [00:00<?, ?it/s]can't find matching word
+can't find matching word
+can't find matching word
+📈	Ordering Text_2:  32%|███▏      | 323/1000 [00:00<00:00, 3224.33it/s]can't find matching word
+can't find matching word
+can't find matching word
+can't find matching word
+📈	Ordering Text_2: 100%|██████████| 1000/1000 [00:00<00:00, 2945.44it/s]
+📈	Ordering Text_3:   0%|          | 0/1000 [00:00<?, ?it/s][📈	Ordering Text_2]  Duplicate #: 3004
+📈	Ordering Text_3: 100%|██████████| 1000/1000 [00:00<00:00, 1941.32it/s]
+🔤	Anagram Scribble_1:   0%|          | 0/1000 [00:00<?, ?it/s][📈	Ordering Text_3]  Duplicate #: 3004
+🔤	Anagram Scribble_1: 100%|██████████| 1000/1000 [01:53<00:00,  8.84it/s]
+🔤	Anagram Scribble_2:   0%|          | 0/1000 [00:00<?, ?it/s][🔤	Anagram Scribble_1]  Duplicate #: 3004
+🔤	Anagram Scribble_2: 100%|██████████| 1000/1000 [01:57<00:00,  8.54it/s]
+[🔤	Anagram Scribble_2]  Duplicate #: 3004
+🔤	Anagram Scribble_3: 100%|██████████| 1000/1000 [01:50<00:00,  9.02it/s]
+🗳️	Bracket Game_1:   4%|▍         | 41/1000 [00:13<05:21,  2.98it/s][🔤	Anagram Scribble_3]  Duplicate #: 3004
+🗳️	Bracket Game_1: 100%|██████████| 1000/1000 [05:15<00:00,  3.17it/s]
+[🗳️	Bracket Game_1]  Duplicate #: 3004
+🗳️	Bracket Game_2: 100%|██████████| 1000/1000 [05:17<00:00,  3.15it/s]
+🗳️	Bracket Game_3:   6%|▌         | 55/1000 [00:17<05:17,  2.98it/s][🗳️	Bracket Game_2]  Duplicate #: 3004
+🗳️	Bracket Game_3: 100%|██████████| 1000/1000 [05:20<00:00,  3.12it/s]
+[🗳️	Bracket Game_3]  Duplicate #: 3004
+🔎	String Search_1: 100%|██████████| 1000/1000 [00:54<00:00, 18.36it/s]
+[🔎	String Search_1]  Duplicate #: 3004
+🔎	String Search_2: 100%|██████████| 1000/1000 [00:56<00:00, 17.85it/s]
+🔎	String Search_3:   0%|          | 0/1000 [00:00<?, ?it/s][🔎	String Search_2]  Duplicate #: 3004
+🔎	String Search_3: 100%|██████████| 1000/1000 [00:50<00:00, 19.63it/s]
+[🔎	String Search_3]  Duplicate #: 3004
+duplicates:3004
+
+Process finished with exit code 0

requirements.txt

@@ -0,0 +1,16 @@
+sympy
+numpy
+pandas
+termcolor
+gradio
+openai
+cohere
+transformers
+torch
+accelerate
+bitsandbytes
+itsdangerous
+authlib
+google-api-python-client
+google-auth-httplib2
+google-auth-oauthlib

session_email.csv

@@ -0,0 +1,8 @@
+SID,EMAIL
+session_0000,
+session_0001,
+session_0002,
+session_0003,frederikus.hudi@gmail.com
+session_0004,
+session_0005,
+session_0006,

textgames/__init__.py

@@ -0,0 +1,224 @@
+from textgames.crossword_arranger.crossword_arranger import CrosswordArrangerGame
+from textgames.password_game.password_game import PasswordGame
+from textgames.sudoku.sudoku import Sudoku
+from textgames.bracket_game.bracket_game import BracketGame
+from textgames.ordering_text.ordering_text import OrderingTextGame
+from textgames.islands.islands import Islands
+from textgames.string_search.string_search import StringSearch
+from textgames.anagram_scribble.anagram_scribble import AnagramScribble
+
+import random
+import os
+
+from pandas import read_csv
+import json
+
+
+# ["🔑\tPassword Game", "🧩\tText Sudoku", "🗳️\tBracket Game", "📈\tOrdering Text",
+#  "🏝️\tIslands", "🔎\tString Search", "📰\tCrossword Arranger", "🔤\tAnagram Scribble",]
+THE_GAMES = {
+    k: v.get_game_name() for k, v in [
+        ("1", CrosswordArrangerGame),
+        ("2", Sudoku),
+        ("3", Islands),
+        ("4", PasswordGame),
+        ("5", OrderingTextGame),
+        ("6", AnagramScribble),
+        ("7", BracketGame),
+        ("8", StringSearch),
+    ]
+}
+GAME_IDS = list(THE_GAMES.keys())
+GAME_NAMES = list(THE_GAMES.values())
+SINGLE_LINE_GAME_IDS = list(map(lambda g: GAME_IDS[GAME_NAMES.index(g.get_game_name())],
+                                [PasswordGame, BracketGame, StringSearch, AnagramScribble]
+                                ))
+
+LEVEL_IDS = ["0", "1", "2", "3", "4", "00"]
+LEVELS = ["🔰\tSample #1", "🚅\tEasy", "🚀\tMedium", "🛸\tHard"]
+LEVELS_HIDDEN = ["🌌\tInsane", "🔰\tSample #2"]
+_show_hidden_level_ = os.getenv("TEXTGAMES_SHOW_HIDDEN_LEVEL", False)
+if _show_hidden_level_:
+    LEVELS, LEVELS_HIDDEN = LEVELS + LEVELS_HIDDEN, []
+
+
+def _reload(prompt, game_cls):
+    game = game_cls()
+    game.load_game(prompt)
+    return game
+
+
+def game_filename(_game_name):
+    return _game_name.split('\t', 1)[-1]
+
+
+def _game_class_from_name(game_name):
+    for game_class in [PasswordGame, Sudoku, BracketGame, OrderingTextGame, Islands,
+                       StringSearch, CrosswordArrangerGame, AnagramScribble]:
+        if game_name == game_class.get_game_name():
+            return game_class
+    return None
+
+
+def preload_game(game_name, level_id, user):
+    game_cls = _game_class_from_name(game_name)
+    email_sid_dict = read_csv("session_email.csv").dropna().set_index("EMAIL").SID.to_dict()
+    sid = email_sid_dict.get(user["email"])
+    print(f"preload_game('{game_name}', '{level_id}', '{user['email']}')", game_cls, sid, sep="\n\t")
+
+    with open(f"problemsets/{game_filename(game_name)}_{level_id}.json", "r", encoding="utf8") as f:
+        sid_prompt_dict = json.load(f)
+    prompt = sid_prompt_dict.get(sid)
+    print("Loaded prompt:", prompt, sep="\n")
+
+    return _reload(prompt, game_cls)
+
+
+def new_game(game_name, level_id):
+    not_available_game_level = NotImplementedError(
+        f"The difficulty level is not available for this game: {game_name} - {level_id}"
+    )
+
+    if game_name == PasswordGame.get_game_name():
+        game = PasswordGame()
+        if level_id == "1":
+            num_rules = 2
+        elif level_id == "2":
+            num_rules = 4
+        elif level_id == "3":
+            num_rules = 6
+        else:
+            raise not_available_game_level
+        game.generate_new_game(num_rules=num_rules)
+        if os.getenv("TEXTGAMES_NEWGAME_VERBOSE", False):
+            print(f"possible answer: {game.possible_ans}")
+
+    elif game_name == Sudoku.get_game_name():
+        game = Sudoku()
+        if level_id == "1":
+            setting = random.randint(0,1)
+            if setting == 0:
+                game.generate_new_game(size=4, characters=["1","2","3","4"], empty_character="_", empty_ratio=0.25)
+            elif setting == 1:
+                game.generate_new_game(size=4, characters=["A","B","C","D"], empty_character="_", empty_ratio=0.25)
+        elif level_id == "2":
+            setting = random.randint(0,1)
+            if setting == 0:
+                game.generate_new_game(size=4, characters=["1","2","3","4"], empty_character="_", empty_ratio=0.5)
+            elif setting == 1:
+                game.generate_new_game(size=4, characters=["A","B","C","D"], empty_character="_", empty_ratio=0.5)
+        elif level_id == "3":
+            setting = random.randint(0,1)
+            if setting == 0:
+                game.generate_new_game(size=9, characters=["1","2","3","4","5","6","7","8","9"], empty_character="_", empty_ratio=0.4)
+            elif setting == 1:
+                game.generate_new_game(size=9, characters=["A","B","C","D","E","F","G","H","I"], empty_character="_", empty_ratio=0.4)
+        else:
+            raise not_available_game_level
+        game.print_sudoku()
+
+    elif game_name == BracketGame.get_game_name():
+        game = BracketGame()
+        if level_id == "1":
+            game.generate_new_game(num_words=3, num_rules=3, depth=2, multi_word=False)
+        elif level_id == "2":
+            game.generate_new_game(num_words=5, num_rules=5, depth=2, multi_word=False)
+        elif level_id == "3":
+            game.generate_new_game(num_words=10, num_rules=7, depth=3, multi_word=True)
+        else:
+            raise not_available_game_level
+
+    elif game_name == OrderingTextGame.get_game_name():
+        game = OrderingTextGame()
+        if level_id == "0":
+            game.generate_new_game(preset_config=1)
+        elif level_id == "00":
+            game.generate_new_game(preset_config=2)
+        elif level_id == "1":
+            game.generate_new_game(num_rules=(2, 2), uniq_classrules=True, positive_only=False,
+                                   num_words=(3, 3), word_length=(3, 8), word_dic_only=True)
+        elif level_id == "2":
+            game.generate_new_game(num_rules=(2, 4), uniq_classrules=True, positive_only=False,
+                                   num_words=(4, 6), word_length=(3, 8), word_dic_only=True)
+        elif level_id == "3":
+            game.generate_new_game(num_rules=(4, 8), uniq_classrules=False, positive_only=False,
+                                   num_words=(5, 10), word_length=(3, 15), word_dic_only=True)
+        elif level_id == "4":
+            game.generate_new_game(num_rules=(8, 12), uniq_classrules=False, positive_only=False,
+                                   num_words=(10, 20), word_length=(6, 15), word_dic_only=False)
+        else:
+            game.generate_new_game(preset_config=1)
+
+    elif game_name == Islands.get_game_name():
+        game = Islands()
+        if level_id == "1":
+            game.generate_new_game(num_islands=1, island_with_coconut=0)
+        elif level_id == "2":
+            game.generate_new_game(num_islands=random.randint(1, 3))
+        elif level_id == "3":
+            game.generate_new_game(num_islands=random.randint(3, 6))
+        else:
+            raise not_available_game_level
+        assert game.is_game_reloadable(), \
+            "Game loader fails to load the correct game state"
+
+    elif game_name == StringSearch.get_game_name():
+        game = StringSearch()
+        game.generate_new_game(difficulty=int(level_id))
+        if os.getenv("TEXTGAMES_NEWGAME_VERBOSE", False):
+            print(f"possible answer: {game.answer}")
+        assert game.is_game_reloadable(), \
+            "Game loader fails to load the correct game state"
+
+    elif game_name == CrosswordArrangerGame.get_game_name():
+        game = CrosswordArrangerGame()
+        if level_id == "0":
+            game.generate_new_game(preset_config=1)
+        elif level_id == "1":
+            game.generate_new_game(board_size=3, noise_ratio=.25, no_ans_prob=.0, no_duplicate=True,)
+        elif level_id == "2":
+            game.generate_new_game(board_size=4, noise_ratio=.5, no_ans_prob=.0, no_duplicate=True,)
+        elif level_id == "3":
+            game.generate_new_game(board_size=5, noise_ratio=.5, no_ans_prob=.0, no_duplicate=True,)
+        elif level_id == "4":
+            game.generate_new_game(board_size=6, noise_ratio=.5, no_ans_prob=.0, no_duplicate=True,)
+        else:
+            raise not_available_game_level
+        if os.getenv("TEXTGAMES_NEWGAME_VERBOSE", False):
+            print(f"Possible Answer: {game.possible_ans}")
+
+    elif game_name == AnagramScribble.get_game_name():
+        game = AnagramScribble()
+        if level_id == "1":
+            game.generate_new_game(low_num_chars=3, high_num_chars=5, allow_repeat=True)
+        elif level_id == "2":
+            game.generate_new_game(low_num_chars=6, high_num_chars=7, allow_repeat=True)
+        elif level_id == "3":
+            game.generate_new_game(low_num_chars=8, high_num_chars=10, allow_repeat=False)
+        else:
+            raise not_available_game_level
+        if os.getenv("TEXTGAMES_NEWGAME_VERBOSE", False):
+            print(f"Possible Answer: {game.possible_ans}")
+
+    else:
+        raise not_available_game_level
+
+    if game.is_game_reloadable():
+        if os.getenv("TEXTGAMES_NEWGAME_VERBOSE", False):
+            print("reloading the game ..")
+        game = _reload(game.get_prompt(), game.__class__)    # Let's use the reloaded state
+    else:
+        _out_str_ =(
+            "!! game is NOT reloaded.. !!\n"
+            + f"[{game_name}_{level_id}]\n"
+            + game.get_prompt()
+        )
+        outpath = os.getenv("TEXTGAMES_NEWGAME_ERRFILE", "")
+        if outpath:
+            with open(outpath, "a") as f:
+                f.write(_out_str_)
+        else:
+            print(_out_str_)
+
+    return game
+

textgames/anagram_scribble/anagram_scribble.py

@@ -0,0 +1,85 @@
+import random
+from pathlib import Path
+from textgames.base_game import BaseGame
+import json
+import string
+import re
+
+class AnagramScribble(BaseGame):
+    @staticmethod
+    def get_game_name() -> str:
+        return "🔤\tAnagram Scribble"
+
+    def __init__(self):
+        super().__init__()
+        self.WORD_LIST_BIN = {}
+        with open(str(Path(__file__).absolute()).replace("anagram_scribble/anagram_scribble.py","") + "assets/kb/words_by_length.json") as f:
+            self.WORD_LIST_BIN = json.load(f)
+        self.low_num_chars = None
+        self.high_num_chars = None
+        self.num_chars = None
+        self.allow_repeat = True
+        self.all_chars = list(string.ascii_lowercase)
+        self.total_chars_num = 10
+        self.total_chars = []
+        self.possible_ans = ""
+        self.exclude_states = ["low_num_chars", "high_num_chars", "possible_ans"]
+
+    def _load_game(self, state_string) -> None:
+        num_chars_pattern = re.compile(r'Construct a valid (\d+)-character English word')
+        repeat_pattern = r'Each character can be used multiple times\.'
+        letters_pattern = re.compile(r'from the following letters:\n\[(.*)\]')
+        def extract_variable(pattern, input_string):
+            match = pattern.search(input_string)
+            if match:
+                return match.group(1)
+            else:
+                return "Error loading game state."
+        
+        self.num_chars = int(extract_variable(num_chars_pattern, state_string))
+        self.allow_repeat = bool(re.search(repeat_pattern, state_string))
+        self.total_chars = []
+        total_chars_extraction = extract_variable(letters_pattern, state_string)
+        if total_chars_extraction != "Error loading game state.":
+            characters = total_chars_extraction.split(",")
+            self.total_chars = [char.strip().strip("'") for char in characters]
+
+    def _generate_new_game(self, *args, **kwargs) -> None:
+        self.low_num_chars = kwargs['low_num_chars']
+        self.high_num_chars = kwargs['high_num_chars']
+        self.num_chars = random.randint(self.low_num_chars, self.high_num_chars)
+        self.allow_repeat = kwargs['allow_repeat']
+        self.possible_ans = random.choice(self.WORD_LIST_BIN[str(self.num_chars)])
+        remaining_chars_num = self.total_chars_num - self.num_chars
+        available_characters = [char for char in self.all_chars if char not in self.possible_ans]
+        self.total_chars = list(self.possible_ans) + random.sample(available_characters, remaining_chars_num)
+        random.shuffle(self.total_chars)
+
+    def _get_prompt(self) -> str:
+        if self.allow_repeat:
+            prompt = f"Construct a valid {self.num_chars}-character English word from the following letters:\n{self.total_chars}.\nEach character can be used multiple times. Please write None if there is no valid combination."
+        else:
+            prompt = f"Construct a valid {self.num_chars}-character English word from the following letters:\n{self.total_chars}.\nEach character can only be used once. Please write None if there is no valid combination."
+        return prompt
+    
+    def _validate(self, answer: str) -> (bool, str):
+        answer = answer.lower()
+        if self.possible_ans != "" and answer == "none":
+            val_msg = "There is a valid answer."
+            return False, val_msg
+        if len(answer) != self.num_chars:
+            val_msg = f"Your answer must be exactly {self.num_chars} characters long"
+            return False, val_msg
+        for char in answer:
+            if char not in self.total_chars:
+                val_msg = "Your answer must only contain the characters provided"
+                return False, val_msg
+        if (not self.allow_repeat and (len(set(answer)) != len(answer))
+                and (len(self.possible_ans) == len(set(self.possible_ans)))):
+            val_msg = "Your answer must not contain repeated characters"
+            return False, val_msg
+        if answer not in self.WORD_LIST_BIN[str(self.num_chars)]:
+            val_msg = "Your answer is not a valid English word"
+            return False, val_msg
+
+        return True, ""

textgames/assets/kb/country_capital_city.tsv

@@ -0,0 +1,239 @@
+country	capital city	continent
+Abkhazia	Sukhumi	
+Afghanistan	Kabul	Asia
+Åland Islands	Mariehamn	Europe
+Albania	Tirana	Europe
+Algeria	Algiers	Africa
+America Samoa	Pago Pago	Oceania
+Andorra	Andorra la Vella	Europe
+Angola	Luanda	Africa
+Anguilla	The Valley	
+Antigua and Barbuda	Saint John's	North America
+Argentina	Buenos Aires	South America
+Armenia	Yerevan	Asia
+Aruba	Oranjestad	South America
+Ascension Island	Georgetown	
+Australia	Canberra	Oceania
+Austria	Vienna	Europe
+Azerbaijan	Baku	Asia
+Bahamas	Nassau	North America
+Bahrain	Manama	Asia
+Bangladesh	Dhaka	Asia
+Barbados	Bridgetown	North America
+Belarus	Minsk	Europe
+Belgium	Brussels	Europe
+Belize	Belmopan	North America
+Benin	Porto Novo	Africa
+Bermuda	Hamilton	North America
+Bhutan	Thimphu	Asia
+Bolivia	La Paz	South America
+Bosnia and Herzegovina	Sarajevo	Europe
+Botswana	Gaborone	Africa
+Brazil	Brasilia	South America
+British Antarctic Territory	Rothera	
+British Indian Ocean Territory	Diego Garcia	Asia
+British Virgin Islands	Road Town	
+Brunei	Bandar Seri Begawan	Asia
+Bulgaria	Sofia	Europe
+Burkina Faso	Ouagadougou	Africa
+Burundi	Bujumbura	Africa
+Cambodia	Phnom Penh	Asia
+Cameroon	Yaoundé	Africa
+Canada	Ottawa	North America
+Cape Verde	Praia	Africa
+Cayman Islands	George Town	North America
+Central African Republic	Bangui	Africa
+Chad	N'Djamena	Africa
+Chile	Santiago	South America
+China	Beijing	Asia
+Christmas Island	Flying Fish Cove	Oceania
+Cocos Islands	West Island	
+Colombia	Bogota	South America
+Comoros	Moroni	Africa
+Congo	Brazzaville	Africa
+Costa Rica	San Jose	North America
+Croatia	Zagreb	Europe
+Cuba	Havana	North America
+Curaçao	Willemstad	
+Cyprus	Nicosia	Asia
+Czech Republic	Prague	Europe
+Democratic Republic of the Congo	Kinshasa	Africa
+Denmark	Copenhagen	Europe
+Djibouti	Djibouti	Africa
+Dominica	Roseau	North America
+Dominican Republic	Santo Domingo	North America
+East Timor	Dili	Asia
+Ecuador	Quito	South America
+Egypt	Cairo	Africa
+El Salvador	San Salvador	North America
+Equatorial Guinea	Malabo	Africa
+Eritrea	Asmara	Africa
+Estonia	Tallinn	Europe
+Eswatini	Mbabane	Africa
+Ethiopia	Addis Ababa	Africa
+Falkland Islands	Stanley	South America
+Faroe Islands	Tórshavn	Europe
+Fiji	Suva	Oceania
+Finland	Helsinki	Europe
+France	Paris	Europe
+French Polynesia	Papeete	
+Gabon	Libreville	Africa
+Gambia	Banjul	Africa
+Georgia	Tbilisi	
+Germany	Berlin	Europe
+Ghana	Accra	Africa
+Gibraltar	Gibraltar	Europe
+Greece	Athens	Europe
+Greenland	Nuuk	North America
+Grenada	Saint George's	North America
+Guam	Hagåtña	Oceania
+Guatemala	Guatemala City	North America
+Guernsey	Saint Peter Port	
+Guinea	Conakry	Africa
+Guinea-Bissau	Bissau	Africa
+Guyana	Georgetown	South America
+Haiti	Port au Prince	North America
+Honduras	Tegucigalpa	North America
+Hungary	Budapest	Europe
+Iceland	Reykjavik	Europe
+India	New Delhi	Asia
+Indonesia	Jakarta	Asia
+Iran	Tehran	Asia
+Iraq	Baghdad	Asia
+Ireland	Dublin	Europe
+Isle of Man	Douglas	Europe
+Israel	Jerusalem	Asia
+Italy	Rome	Europe
+Ivory Coast	Yamoussoukro	Africa
+Jamaica	Kingston	North America
+Japan	Tokyo	Asia
+Jersey	Saint Helier	
+Jordan	Amman	Asia
+Kazakhstan	Astana	Asia
+Kenya	Nairobi	Africa
+Kiribati	Tarawa Atoll	Oceania
+Kosovo	Pristina	Europe
+Kuwait	Kuwait City	Asia
+Kyrgyzstan	Bishkek	Asia
+Laos	Vientiane	Asia
+Latvia	Riga	Europe
+Lebanon	Beirut	Asia
+Lesotho	Maseru	Africa
+Liberia	Monrovia	Africa
+Libya	Tripoli	Africa
+Liechtenstein	Vaduz	Europe
+Lithuania	Vilnius	Europe
+Luxembourg	Luxembourg	Europe
+Madagascar	Antananarivo	Africa
+Malawi	Lilongwe	Africa
+Malaysia	Kuala Lumpur	Asia
+Maldives	Malé	Asia
+Mali	Bamako	Africa
+Malta	Valletta	Europe
+Marshall Islands	Majuro	Oceania
+Mauritania	Nouakchott	Africa
+Mauritius	Port Louis	Africa
+Mexico	Mexico City	North America
+Micronesia	Palikir	Oceania
+Moldova	Chisinau	Europe
+Monaco	Monaco	Europe
+Mongolia	Ulaanbaatar	Asia
+Montenegro	Podgorica	Europe
+Montserrat	Plymouth	North America
+Morocco	Rabat	Africa
+Mozambique	Maputo	Africa
+Myanmar	Naypyidaw	Asia
+Namibia	Windhoek	Africa
+Nauru	Yaren	Oceania
+Nepal	Kathmandu	Asia
+Netherlands	Amsterdam	Europe
+New Zealand	Wellington	Oceania
+Nicaragua	Managua	North America
+Niger	Niamey	Africa
+Nigeria	Abuja	Africa
+Niue	Alofi	Oceania
+Norfolk Island	Kingston	Oceania
+North Korea	Pyongyang	Asia
+North Macedonia	Skopje	Europe
+Northern Cyprus	Nicosia	Asia
+Northern Mariana Islands	Saipan	
+Norway	Oslo	Europe
+Oman	Muscat	Asia
+Pakistan	Islamabad	Asia
+Palau	Ngerulmud	Oceania
+Palestine	Ramallah	Asia
+Panama	Panama City	North America
+Papua New Guinea	Port Moresby	Oceania
+Paraguay	Asunción	South America
+Peru	Lima	South America
+Philippines	Manila	Asia
+Pitcairn Islands	Adamstown	
+Poland	Warsaw	Europe
+Portugal	Lisbon	Europe
+Puerto Rico	San Juan	North America
+Qatar	Doha	Asia
+Romania	Bucharest	Europe
+Russia	Moscow	Europe
+Rwanda	Kigali	Africa
+Saint Barthélemy	Gustavia	
+Saint Helena	Jamestown	
+Saint Kitts and Nevis	Basseterre	North America
+Saint Lucia	Castries	North America
+Saint Martin	Marigot	
+Saint Pierre and Miquelon	Saint Pierre	
+Saint Vincent and the Grenadines	Kingstown	North America
+Samoa	Apia	Oceania
+San Marino	San Marino	Europe
+Sao Tome and Principe	Sao Tome	Africa
+Saudi Arabia	Riyadh	Asia
+Senegal	Dakar	Africa
+Serbia	Belgrade	Europe
+Seychelles	Victoria	Africa
+Sierra Leone	Freetown	Africa
+Singapore	Singapore	Asia
+Sint Maarten	Philipsburg	
+Slovakia	Bratislava	Europe
+Slovenia	Ljubljana	Europe
+Solomon Islands	Honiara	Oceania
+Somalia	Mogadishu	Africa
+South Africa	Pretoria	Africa
+South Georgia and the South Sandwich Islands	King Edward Point	
+South Korea	Seoul	Asia
+South Ossetia	Tskhinvali	
+South Sudan	Juba	Africa
+Spain	Madrid	Europe
+Sri Lanka	Sri Jayawardenapura Kotte	Asia
+Sudan	Khartoum	Africa
+Suriname	Paramaribo	South America
+Sweden	Stockholm	Europe
+Switzerland	Bern	Europe
+Syria	Damascus	Asia
+Taiwan	Taipei	Asia
+Tajikistan	Dushanbe	Asia
+Tanzania	Dodoma	Africa
+Thailand	Bangkok	Asia
+Togo	Lome	Africa
+Tonga	Nuku'alofa	Oceania
+Transnistria	Tiraspol	Europe
+Trinidad and Tobago	Port of Spain	South America
+Tristan da Cunha	Edinburgh of the Seven Seas	
+Tunisia	Tunis	Africa
+Turkey	Ankara	Asia
+Turkmenistan	Ashgabat	Asia
+Turks and Caicos Islands	Cockburn Town	North America
+Tuvalu	Funafuti	Oceania
+Uganda	Kampala	Africa
+Ukraine	Kyiv	Europe
+United Arab Emirates	Abu Dhabi	Asia
+United Kingdom	London	Europe
+United States	Washington	North America
+United States Virgin Islands	Charlotte Amalie	North America
+Uruguay	Montevideo	South America
+Uzbekistan	Tashkent	Asia
+Vanuatu	Port Vila	Oceania
+Vatican City	Vatican City	Europe
+Venezuela	Caracas	South America
+Vietnam	Hanoi	Asia
+Yemen	Sana'a	Africa
+Zambia	Lusaka	Africa
+Zimbabwe	Harare	Africa

textgames/assets/word_list.py

@@ -0,0 +1,57 @@
+import numpy as np
+from pathlib import Path
+
+_FP_WORDS_ = {
+    "dwyl": Path(__file__).parent / "kb" / "word_list.txt",
+    "oxford5k_opal": Path(__file__).parent / "word_list" / "word_list.oxford5k_opal.lower.txt",
+    "nltk_words": Path(__file__).parent / "word_list" / "word_list.nltk_words.lower.txt",
+}
+WORDS_LISTS = {}
+
+
+def get_word_list(corpus=None):
+    corpus = corpus or {"dwyl"}
+    word_list = set()
+    for c in corpus:
+        with open(_FP_WORDS_[c], 'r') as f:
+            for line in f:
+                word_list.add(line.strip().lower())
+    return sorted(word_list)
+
+
+def get_word_list_by_length(corpus=None, min_length=0, max_length=20):
+    corpus = corpus or {"dwyl"}
+    word_list = get_word_list(corpus=corpus)
+    word_list_by_length = {}
+    for word in filter(lambda w: (min_length <= len(w) <= max_length), word_list):
+        word_list_by_length.setdefault(len(word), []).append(word)
+    return word_list_by_length
+
+
+WORDS_LIST = get_word_list({"oxford5k_opal"})
+WORDS_BY_LEN = get_word_list_by_length({"oxford5k_opal"})
+
+
+class Node:
+    def __init__(self, word=None, depth=0, parent=None, capacity=np.inf):
+        self.word = word
+        self.depth = depth
+        self.parent = parent
+        self.capacity = capacity
+        self.children = {}
+
+
+class PrefixTrie:
+    def __init__(self, word_set=None):
+        self.root = Node()
+        if word_set is not None:
+            for word in word_set:
+                self.insert(word)
+
+    def insert(self, word):
+        node = self.root
+        for depth, letter in enumerate(word, 1):
+            node = node.children.setdefault(letter, Node(depth=depth, parent=node, capacity=0))
+            node.capacity += 1
+        node.word = word    # the full word is saved only in the leaves
+

textgames/assets/word_list/oxford3k.txt

@@ -0,0 +1,3307 @@
+a indefinite article
+an indefinite article
+about prep., adv.
+above prep., adv.
+across prep., adv.
+action n.
+activity n.
+actor n.
+actress n.
+add v.
+address n.
+adult n.
+advice n.
+afraid adj.
+after prep.
+afternoon n.
+again adv.
+age n.
+ago adv.
+agree v.
+air n.
+airport n.
+all det., pron.
+also adv.
+always adv.
+amazing adj.
+and conj.
+angry adj.
+animal n.
+another det./pron.
+answer n., v.
+any det., pron.
+anyone pron.
+anything pron.
+apartment n.
+apple n.
+April n.
+area n.
+arm n.
+around prep., adv.
+arrive v.
+art n.
+article n.
+artist n.
+as prep.
+ask v.
+at prep.
+August n.
+aunt n.
+autumn n.
+away adv.
+baby n.
+back n., adv.
+bad adj.
+bag n.
+ball n.
+banana n.
+band n.
+bank n.
+bath n.
+bathroom n.
+be v., auxiliary v.
+beach n.
+beautiful adj.
+because conj.
+become v.
+bed n.
+bedroom n.
+beer n.
+before prep.
+begin v.
+beginning n.
+behind prep., adv.
+believe v.
+below adv., prep.
+best adj.
+better adj.
+between prep.
+bicycle n.
+big adj.
+bike n.
+bill n.
+bird n.
+birthday n.
+black adj., n.
+blog n.
+blonde adj.
+blue adj., n.
+boat n.
+body n.
+book n.
+boot n.
+bored adj.
+boring adj.
+born v.
+both det./pron.
+bottle n.
+box n.
+boy n.
+boyfriend n.
+bread n.
+break v., n.
+breakfast n.
+bring v.
+brother n.
+brown adj., n.
+build v.
+building n.
+bus n.
+business n.
+busy adj.
+but conj.
+butter n.
+buy v.
+by prep.
+bye exclam.
+cafe n.
+cake n.
+call v., n.
+camera n.
+can modal v.
+cannot modal v.
+capital n., adj.
+car n.
+card n.
+career n.
+carrot n.
+carry v.
+cat n.
+CD n.
+cent n.
+centre n.
+century n.
+chair n.
+change v., n.
+chart n.
+cheap adj.
+check v.
+cheese n.
+chicken n.
+child n.
+chocolate n.
+choose v.
+cinema n.
+city n.
+class n.
+classroom n.
+clean adj., v.
+climb v.
+clock n.
+close v.
+clothes n.
+club n.
+coat n.
+coffee n.
+cold adj., n.
+college n.
+colour n.
+come v.
+common adj.
+company n.
+compare v.
+complete adj., v.
+computer n.
+concert n.
+conversation n.
+cook v.
+cooking n.
+cool adj.
+correct adj., v.
+cost n., v.
+could modal v.
+country n.
+course n.
+cousin n.
+cow n.
+cream n.
+create v.
+culture n.
+cup n.
+customer n.
+cut v.
+dad n.
+dance n., v.
+dancer n.
+dancing n.
+dangerous adj.
+dark adj.
+date n.
+daughter n.
+day n.
+dear adj.
+December n.
+decide v.
+delicious adj.
+describe v.
+description n.
+design n., v.
+desk n.
+detail n.
+dialogue n.
+dictionary n.
+die v.
+diet n.
+difference n.
+different adj.
+difficult adj.
+dinner n.
+dirty adj.
+discuss v.
+dish n.
+do v., auxiliary v.
+doctor n.
+dog n.
+dollar n.
+door n.
+down adv., prep.
+downstairs adv.
+draw v.
+dress n., v.
+drink n., v.
+drive v.
+driver n.
+during prep.
+DVD n.
+each det./pron./adv.
+ear n.
+early adj., adv.
+east n., adj., adv.
+easy adj.
+eat v.
+egg n.
+eight number
+eighteen number
+eighty number
+elephant n.
+eleven number
+else adv.
+email n., v.
+end n., v.
+enjoy v.
+enough det., pron., adv.
+euro n.
+even adv.
+evening n.
+event n.
+ever adv.
+every det.
+everybody pron.
+everyone pron.
+everything pron.
+exam n.
+example n.
+excited adj.
+exciting adj.
+exercise n., v.
+expensive adj.
+explain v.
+extra adj.
+eye n.
+face n.
+fact n.
+fall v.
+false adj.
+family n., adj.
+famous adj.
+fantastic adj.
+far adv.
+farm n.
+farmer n.
+fast adj., adv.
+fat adj.
+father n.
+favourite adj., n.
+February n.
+feel v.
+feeling n.
+festival n.
+few det./adj., pron.
+fifteen number
+fifth number
+fifty number
+fill v.
+film n.
+final adj.
+find v.
+fine adj.
+finish v.
+fire n.
+first det./number, adv.
+fish n.
+five number
+flat n.
+flight n.
+floor n.
+flower n.
+fly v.
+follow v.
+food n.
+foot n.
+football n.
+for prep.
+forget v.
+form n., v.
+forty number
+four number
+fourteen number
+fourth number
+free adj.
+Friday n.
+friend n.
+friendly adj.
+from prep.
+front n., adj.
+fruit n.
+full adj.
+fun n.
+funny adj.
+future n.
+game n.
+garden n.
+geography n.
+get v.
+girl n.
+girlfriend n.
+give v.
+glass n.
+go v.
+good adj.
+goodbye exclam./n.
+grandfather n.
+grandmother n.
+grandparent n.
+great adj.
+green adj., n.
+grey adj., n.
+group n.
+grow v.
+guess v., n.
+guitar n.
+gym n.
+hair n.
+half n., det./pron.
+hand n.
+happen v.
+happy adj.
+hard adj., adv.
+hat n.
+hate v.
+have v.
+have to modal v.
+he pron.
+head n.
+health n.
+healthy adj.
+hear v.
+hello exclam./n.
+help v., n.
+her pron., det.
+here adv.
+hey exclam.
+hi exclam.
+high adj.
+him pron.
+his det.
+history n.
+hobby n.
+holiday n.
+home n., adv.
+homework n.
+hope v.
+horse n.
+hospital n.
+hot adj.
+hotel n.
+hour n.
+house n.
+how adv.
+however adv.
+hundred number
+hungry adj.
+husband n.
+I pron.
+ice n.
+ice cream n.
+idea n.
+if conj.
+imagine v.
+important adj.
+improve v.
+in prep., adv.
+include v.
+information n.
+interest n., v.
+interested adj.
+interesting adj.
+internet n.
+interview n., v.
+into prep.
+introduce v.
+island n.
+it pron.
+its det.
+jacket n.
+January n.
+jeans n.
+job n.
+join v.
+journey n.
+juice n.
+July n.
+June n.
+just adv.
+keep v.
+key n., adj.
+kilometre n.
+kind n.
+kitchen n.
+know v.
+land n.
+language n.
+large adj.
+last det.
+late adj., adv.
+later adv.
+laugh v., n.
+learn v.
+leave v.
+left adj., adv., n.
+leg n.
+lesson n.
+let v.
+letter n.
+library n.
+lie v.
+life n.
+light n., adj.
+like prep.
+like v.
+line n.
+lion n.
+list n., v.
+listen v.
+little adj., det./pron.
+live v.
+local adj.
+long adj., adv.
+look v.
+lose v.
+lot pron., det., adv.
+love n., v.
+lunch n.
+machine n.
+magazine n.
+main adj.
+make v.
+man n.
+many det./pron.
+map n.
+March n.
+market n.
+married adj.
+match n., v.
+May n.
+maybe adv.
+me pron.
+meal n.
+mean v.
+meaning n.
+meat n.
+meet v.
+meeting n.
+member n.
+menu n.
+message n.
+metre n.
+midnight n.
+mile n.
+milk n.
+million number
+minute n.
+miss v.
+mistake n.
+model n.
+modern adj.
+moment n.
+Monday n.
+money n.
+month n.
+more det./pron., adv.
+morning n.
+most det./pron., adv.
+mother n.
+mountain n.
+mouse n.
+mouth n.
+move v.
+movie n.
+much det./pron., adv.
+mum n.
+museum n.
+music n.
+must modal v.
+my det.
+name n., v.
+natural adj.
+near prep., adj., adv.
+need v.
+negative adj.
+neighbour n.
+never adv.
+new adj.
+news n.
+newspaper n.
+next adj., adv.
+next to prep.
+nice adj.
+night n.
+nine number
+nineteen number
+ninety number
+no exclam., det.
+no one pron.
+nobody pron.
+north n., adj., adv.
+nose n.
+not adv.
+note n.
+nothing pron.
+November n.
+now adv.
+number n.
+nurse n.
+object n.
+o’clock adv.
+October n.
+of prep.
+off adv., prep.
+office n.
+often adv.
+oh exclam.
+OK exclam., adj./adv.
+old adj.
+on prep., adv.
+once adv.
+one number/det., pron.
+onion n.
+online adj., adv.
+only adj., adv.
+open adj., v.
+opinion n.
+opposite adj., n., prep., adv.
+or conj.
+orange n., adj.
+order n., v.
+other adj./pron.
+our det.
+out adv./prep.
+outside adv.
+over prep., adv.
+own adj./pron.
+page n.
+paint v., n.
+painting n.
+pair n.
+paper n.
+paragraph n.
+parent n.
+park n., v.
+part n.
+partner n.
+party n.
+passport n.
+past adj., n., prep.
+pay v.
+pen n.
+pencil n.
+people n.
+pepper n.
+perfect adj.
+period n.
+person n.
+personal adj.
+phone n., v.
+photo n.
+photograph n.
+phrase n.
+piano n.
+picture n.
+piece n.
+pig n.
+pink adj., n.
+place n.
+plan n., v.
+plane n.
+plant n.
+play v., n.
+player n.
+please exclam.
+point n.
+police n.
+policeman n.
+pool n.
+poor adj.
+popular adj.
+positive adj.
+possible adj.
+post n., v.
+potato n.
+pound n.
+practice n.
+practise v.
+prefer v.
+prepare v.
+present adj., n.
+pretty adj., adv.
+price n.
+probably adv.
+problem n.
+product n.
+programme n.
+project n.
+purple adj., n.
+put v.
+quarter n.
+question n.
+quick adj.
+quickly adv.
+quiet adj.
+quite adv.
+radio n.
+rain n., v.
+read v.
+reader n.
+reading n.
+ready adj.
+real adj.
+really adv.
+reason n.
+red adj., n.
+relax v.
+remember v.
+repeat v.
+report n.
+restaurant n.
+result n.
+return v., n.
+rice n.
+rich adj.
+ride v.
+right adj., adv., n.
+river n.
+road n.
+room n.
+routine n.
+rule n.
+run v.
+sad adj.
+salad n.
+salt n.
+same adj., pron., adv.
+sandwich n.
+Saturday n.
+say v.
+school n.
+science n.
+scientist n.
+sea n.
+second det./number
+second n.
+section n.
+see v.
+sell v.
+send v.
+sentence n.
+September n.
+seven number
+seventeen number
+seventy number
+share v.
+she pron.
+sheep n.
+shirt n.
+shoe n.
+shop n., v.
+shopping n.
+short adj.
+should modal v.
+show v., n.
+shower n.
+sick adj.
+similar adj.
+sing v.
+singer n.
+sister n.
+sit v.
+situation n.
+six number
+sixteen number
+sixty number
+skill n.
+skirt n.
+sleep v.
+slow adj.
+small adj.
+snake n.
+snow n., v.
+so adv., conj.
+some det., pron.
+somebody pron.
+someone pron.
+something pron.
+sometimes adv.
+son n.
+song n.
+soon adv.
+sorry adj., exclam.
+sound n., v.
+soup n.
+south n., adj., adv.
+space n.
+speak v.
+special adj.
+spell v.
+spelling n.
+spend v.
+sport n.
+spring n.
+stand v.
+star n.
+start v.
+statement n.
+station n.
+stay v.
+still adv.
+stop v., n.
+story n.
+street n.
+strong adj.
+student n.
+study n., v.
+style n.
+subject n.
+success n.
+sugar n.
+summer n.
+sun n.
+Sunday n.
+supermarket n.
+sure adj.
+sweater n.
+swim v.
+swimming n.
+table n.
+take v.
+talk v.
+tall adj.
+taxi n.
+tea n.
+teach v.
+teacher n.
+team n.
+teenager n.
+telephone n., v.
+television n.
+tell v.
+ten number
+tennis n.
+terrible adj.
+test n., v.
+text n.
+than conj.
+thank v.
+thanks exclam., n.
+that det., pron., conj.
+the definite article
+theatre n.
+their det.
+them pron.
+then adv.
+there adv.
+they pron.
+thing n.
+think v.
+third number
+thirsty adj.
+thirteen number
+thirty number
+this det./pron.
+thousand number
+three number
+through prep., adv.
+Thursday n.
+ticket n.
+time n.
+tired adj.
+title n.
+to prep., infinitive marker
+today adv., n.
+together adv.
+toilet n.
+tomato n.
+tomorrow adv., n.
+tonight adv., n.
+too adv.
+tooth n.
+topic n.
+tourist n.
+town n.
+traffic n.
+train n.
+travel v., n.
+tree n.
+trip n.
+trousers n.
+true adj.
+try v.
+T-shirt n.
+Tuesday n.
+turn v., n.
+TV n.
+twelve number
+twenty number
+twice adv.
+two number
+type n.
+umbrella n.
+uncle n.
+under prep., adv.
+understand v.
+university n.
+until conj./prep.
+up adv., prep.
+upstairs adv.
+us pron.
+use v.
+useful adj.
+usually adv.
+vacation n.
+vegetable n.
+very adv.
+video n.
+village n.
+visit v., n.
+visitor n.
+wait v.
+waiter n.
+wake v.
+walk v., n.
+wall n.
+want v.
+warm adj.
+wash v.
+watch v., n.
+water n.
+way n.
+we pron.
+wear v.
+weather n.
+website n.
+Wednesday n.
+week n.
+weekend n.
+welcome exclam., v., adj.
+well adv., adj., exclam.
+west n., adj., adv.
+what pron./det.
+when adv., pron., conj.
+where adv., conj.
+which pron./det.
+white adj., n.
+who pron.
+why adv.
+wife n.
+will modal v.
+win v.
+window n.
+wine n.
+winter n.
+with prep.
+without prep.
+woman n.
+wonderful adj.
+word n.
+work v., n.
+worker n.
+world n.
+would modal v.
+write v.
+writer n.
+writing n.
+wrong adj.
+yeah exclam.
+year n.
+yellow adj., n.
+yes exclam.
+yesterday adv., n.
+you pron.
+young adj.
+your det.
+yourself pron.
+ability n.
+able adj.
+abroad adv.
+accept v.
+accident n.
+according to prep.
+achieve v.
+act v.
+active adj.
+actually adv.
+adult adj.
+advantage n.
+adventure n.
+advertise v.
+advertisement n.
+advertising n.
+affect v.
+after conj., adv.
+against prep.
+ah exclam.
+airline n.
+alive adj.
+all adv.
+all right adj./adv., exclam.
+allow v.
+almost adv.
+alone adj./adv.
+along prep., adv.
+already adv.
+alternative n.
+although conj.
+among prep.
+amount n.
+ancient adj.
+ankle n.
+any adv.
+anybody pron.
+any more adv.
+anyway adv.
+anywhere adv., pron.
+app n.
+appear v.
+appearance n.
+apply v.
+architect n.
+architecture n.
+argue v.
+argument n.
+army n.
+arrange v.
+arrangement n.
+as adv., conj.
+asleep adj.
+assistant n., adj.
+athlete n.
+attack n., v.
+attend v.
+attention n., exclam.
+attractive adj.
+audience n.
+author n.
+available adj.
+average adj., n.
+avoid v.
+award n.
+awful adj.
+back adj.
+background n.
+badly adv.
+bar n.
+baseball n.
+based adj.
+basketball n.
+bean n.
+bear n.
+beat v.
+beef n.
+before conj., adv.
+behave v.
+behaviour n.
+belong v.
+belt n.
+benefit n.
+best adv., n.
+better adv.
+between adv.
+billion number
+bin n.
+biology n.
+birth n.
+biscuit n.
+bit n.
+blank adj., n.
+blood n.
+blow v.
+board n.
+boil v.
+bone n.
+book v.
+borrow v.
+boss n.
+bottom n., adj.
+bowl n.
+brain n.
+bridge n.
+bright adj.
+brilliant adj.
+broken adj.
+brush v., n.
+burn v.
+businessman n.
+button n.
+camp n., v.
+camping n.
+can n.
+care n., v.
+careful adj.
+carefully adv.
+carpet n.
+cartoon n.
+case n.
+cash n.
+castle n.
+catch v.
+cause n., v.
+celebrate v.
+celebrity n.
+certain adj.
+certainly adv.
+chance n.
+character n.
+charity n.
+chat v., n.
+check n.
+chef n.
+chemistry n.
+chip n.
+choice n.
+church n.
+cigarette n.
+circle n., v.
+classical adj.
+clear adj.
+clearly adv.
+clever adj.
+climate n.
+close adj.
+closed adj.
+clothing n.
+cloud n.
+coach n.
+coast n.
+code n.
+colleague n.
+collect v.
+column n.
+comedy n.
+comfortable adj.
+comment n.
+communicate v.
+community n.
+compete v.
+competition n.
+complain v.
+completely adv.
+condition n.
+conference n.
+connect v.
+connected adj.
+consider v.
+contain v.
+context n.
+continent n.
+continue v.
+control n., v.
+cook n.
+cooker n.
+copy n., v.
+corner n.
+correctly adv.
+count v.
+couple n.
+cover v.
+crazy adj.
+creative adj.
+credit n.
+crime n.
+criminal n.
+cross v., n.
+crowd n.
+crowded adj.
+cry v.
+cupboard n.
+curly adj.
+cycle n., v.
+daily adj.
+danger n.
+dark n.
+data n.
+dead adj.
+deal v.
+dear exclam.
+death n.
+decision n.
+deep adj.
+definitely adv.
+degree n.
+dentist n.
+department n.
+depend v.
+desert n.
+designer n.
+destroy v.
+detective n.
+develop v.
+device n.
+diary n.
+differently adv.
+digital adj.
+direct adj.
+direction n.
+director n.
+disagree v.
+disappear v.
+disaster n.
+discover v.
+discovery n.
+discussion n.
+disease n.
+distance n.
+divorced adj.
+document n.
+double adj., det., pron., v.
+download v., n.
+downstairs adj.
+drama n.
+drawing n.
+dream n., v.
+drive n.
+driving n.
+drop v.
+drug n.
+dry adj., v.
+earn v.
+earth n.
+easily adv.
+education n.
+effect n.
+either det./pron., adv.
+electric adj.
+electrical adj.
+electricity n.
+electronic adj.
+employ v.
+employee n.
+employer n.
+empty adj.
+ending n.
+energy n.
+engine n.
+engineer n.
+enormous adj.
+enter v.
+environment n.
+equipment n.
+error n.
+especially adv.
+essay n.
+everyday adj.
+everywhere adv.
+evidence n.
+exact adj.
+exactly adv.
+excellent adj.
+except prep.
+exist v.
+expect v.
+experience n.
+experiment n.
+expert n.,adj.
+explanation n.
+express v.
+expression n.
+extreme adj.
+extremely adv.
+factor n.
+factory n.
+fail v.
+fair adj.
+fall n.
+fan n.
+farm v.
+farming n.
+fashion n.
+fat n.
+fear n.
+feature n.
+feed v.
+female adj., n.
+fiction n.
+field n.
+fight v., n.
+figure n.
+film v.
+final n.
+finally adv.
+finger n.
+finish n.
+first n.
+firstly adv.
+fish v.
+fishing n.
+fit v., adj.
+fix v.
+flat adj.
+flu n.
+fly n.
+flying n., adj.
+focus v., n.
+following adj.
+foreign adj.
+forest n.
+fork n.
+formal adj.
+fortunately adv.
+forward adv.
+free adv.
+fresh adj.
+fridge n.
+frog n.
+fun adj.
+furniture n.
+further adj.
+future adj.
+gallery n.
+gap n.
+gas n.
+gate n.
+general adj.
+gift n.
+goal n.
+god n.
+gold n., adj.
+golf n.
+good n.
+government n.
+grass n.
+greet v.
+ground n.
+guest n.
+guide n., v.
+gun n.
+guy n.
+habit n.
+half adv.
+hall n.
+happily adv.
+have auxiliary v.
+headache n.
+heart n.
+heat n., v.
+heavy adj.
+height n.
+helpful adj.
+hero n.
+hers pron.
+herself pron.
+hide v.
+high adv.
+hill n.
+himself pron.
+his pron.
+hit v., n.
+hockey n.
+hold v.
+hole n.
+home adj.
+hope n.
+huge adj.
+human adj., n.
+hurt v., adj.
+ideal adj.
+identify v.
+ill adj.
+illness n.
+image n.
+immediately adv.
+impossible adj.
+included adj.
+including prep.
+increase v., n.
+incredible adj.
+independent adj.
+individual n., adj.
+industry n.
+informal adj.
+injury n.
+insect n.
+inside prep., adv., n., adj.
+instead adv.
+instruction n.
+instructor n.
+instrument n.
+intelligent adj.
+international adj.
+introduction n.
+invent v.
+invention n.
+invitation n.
+invite v.
+involve v.
+item n.
+itself pron.
+jam n.
+jazz n.
+jewellery n.
+joke n., v.
+journalist n.
+jump v., n.
+kid n.
+kill v.
+king n.
+knee n.
+knife n.
+knock v.
+knowledge n.
+lab n.
+lady n.
+lake n.
+lamp n.
+land v.
+laptop n.
+last adv., n., v.
+later adj.
+laughter n.
+law n.
+lawyer n.
+lazy adj.
+lead v.
+leader n.
+learning n.
+least det./pron., adv.
+lecture n., v.
+lemon n.
+lend v.
+less det./pron., adv.
+level n.
+lifestyle n.
+lift v., n.
+light v.
+light adj.
+likely adj.
+link n., v.
+listener n.
+little adv.
+lock v., n.
+look n.
+lorry n.
+lost adj.
+loud adj., adv.
+loudly adv.
+lovely adj.
+low adj., adv.
+luck n.
+lucky adj.
+mail n., v.
+major adj.
+male adj., n.
+manage v.
+manager n.
+manner n.
+mark v., n.
+marry v.
+material n.
+mathematics n.
+maths n.
+matter n., v.
+may modal v.
+media n.
+medical adj.
+medicine n.
+memory n.
+mention v.
+metal n.
+method n.
+middle n., adj.
+might modal v.
+mind n., v.
+mine pron.
+mirror n.
+missing adj.
+mobile adj., n.
+monkey n.
+moon n.
+mostly adv.
+motorcycle n.
+movement n.
+musical adj.
+musician n.
+myself pron.
+narrow adj.
+national adj.
+nature n.
+nearly adv.
+necessary adj.
+neck n.
+need n.
+neither det./pron.
+nervous adj.
+network n.
+noise n.
+noisy adj.
+none pron.
+normal adj.
+normally adv.
+notice v., n.
+novel n.
+nowhere adv.
+number v.
+nut n.
+ocean n.
+offer v., n.
+officer n.
+oil n.
+onto prep.
+opportunity n.
+option n.
+ordinary adj.
+organization n.
+organize v.
+original adj.
+ourselves pron.
+outside prep., n., adj.
+oven n.
+own v.
+owner n.
+pack v.
+pain n.
+painter n.
+palace n.
+pants n.
+parking n.
+particular adj.
+pass v.
+passenger n.
+past adv.
+patient n.
+pattern n.
+pay n.
+peace n.
+penny n.
+per prep.
+per cent n., adj./adv.
+perform v.
+perhaps adv.
+permission n.
+personality n.
+pet n.
+petrol n.
+photograph v.
+physical adj.
+physics n.
+pick v.
+pilot n.
+planet n.
+plant v.
+plastic n., adj.
+plate n.
+platform n.
+please v.
+pleased adj.
+pocket n.
+polite adj.
+pollution n.
+pop n., adj.
+population n.
+position n.
+possession n.
+possibility n.
+poster n.
+power n.
+predict v.
+present v.
+president n.
+prevent v.
+print v.
+printer n.
+prison n.
+prize n.
+process n.
+produce v.
+professional adj.
+professor n.
+profile n.
+program n.
+progress n.
+promise v., n.
+pronounce v.
+protect v.
+provide v.
+pub n.
+public adj., n.
+publish v.
+pull v.
+purpose n.
+push v.
+quality n.
+quantity n.
+queen n.
+question v.
+quietly adv.
+race n., v.
+railway n.
+raise v.
+rate n.
+rather adv.
+reach v.
+react v.
+realize v.
+receive v.
+recent adj.
+recently adv.
+reception n.
+recipe n.
+recognize v.
+recommend v.
+record n., v.
+recording n.
+recycle v.
+reduce v.
+refer v.
+refuse v.
+region n.
+regular adj.
+relationship n.
+remove v.
+repair v.
+replace v.
+reply v., n.
+report v.
+reporter n.
+request n.
+research n., v.
+researcher n.
+respond v.
+response n.
+rest n.
+rest n., v.
+review n., v.
+ride n.
+ring n., v.
+rise v.
+rock n.
+rock n.
+role n.
+roof n.
+round adj., adv., prep.
+route n.
+rubbish n.
+rude adj.
+run n.
+runner n.
+running n.
+sadly adv.
+safe adj.
+sail v.
+sailing n.
+salary n.
+sale n.
+sauce n.
+save v.
+scared adj.
+scary adj.
+scene n.
+schedule n.
+score v., n.
+screen n.
+search n., v.
+season n.
+seat n.
+second adv.
+secondly adv.
+secret adj., n.
+secretary n.
+seem v.
+sense n.
+separate adj.
+series n.
+serious adj.
+serve v.
+service n.
+several det./pron.
+shake v.
+shall modal v.
+shape n.
+sheet n.
+ship n.
+shoulder n.
+shout v., n.
+shut v., adj.
+side n.
+sign n., v.
+silver n., adj.
+simple adj.
+since prep., conj.
+singing n.
+single adj., n.
+sir n.
+site n.
+size n.
+ski v., adj., n.
+skiing n.
+skin n.
+sky n.
+sleep n.
+slowly adv.
+smartphone n.
+smell v., n.
+smile v., n.
+smoke n., v.
+smoking n.
+soap n.
+soccer n.
+social adj.
+society n.
+sock n.
+soft adj.
+soldier n.
+solution n.
+solve v.
+somewhere adv., pron.
+sort n.
+source n.
+speaker n.
+specific adj.
+speech n.
+speed n.
+spider n.
+spoon n.
+square adj., n.
+stage n.
+stair n.
+stamp n.
+star v.
+start n.
+state n.
+stay n.
+steal v.
+step n.
+stomach n.
+stone n.
+store n.
+storm n.
+straight adv., adj.
+strange adj.
+strategy n.
+stress n., v.
+structure n.
+stupid adj.
+succeed v.
+successful adj.
+such det./pron.
+suddenly adv.
+suggest v.
+suggestion n.
+suit n.
+support v., n.
+suppose v.
+sure adv.
+surprise n., v.
+surprised adj.
+surprising adj.
+survey n.
+sweet adj., n.
+symbol n.
+system n.
+tablet n.
+talk n.
+target n.
+task n.
+taste n., v.
+teaching n.
+technology n.
+teenage adj.
+temperature n.
+term n.
+text v.
+themselves pron.
+thick adj.
+thief n.
+thin adj.
+thinking n.
+third n.
+thought n.
+throw v.
+tidy adj., v.
+tie v., n.
+tip n.
+tool n.
+top n., adj.
+touch v.
+tour n.
+tourism n.
+towards prep.
+towel n.
+tower n.
+toy n., adj.
+track n.
+tradition n.
+traditional adj.
+train v.
+trainer n.
+training n.
+transport n.
+traveller n.
+trouble n.
+truck n.
+twin n., adj.
+typical adj.
+underground adj., adv.
+understanding n.
+unfortunately adv.
+unhappy adj.
+uniform n.
+unit n.
+united adj.
+unusual adj.
+upstairs adj.
+use n.
+used to modal v.
+user n.
+usual adj.
+valley n.
+van n.
+variety n.
+vehicle n.
+view n.
+virus n.
+voice n.
+wait n.
+war n.
+wash n.
+washing n.
+wave n.
+weak adj.
+web n.
+wedding n.
+weight n.
+welcome n.
+wet adj.
+wheel n.
+while conj.
+whole adj.
+whose det./pron.
+wide adj.
+wild adj.
+wind n.
+winner n.
+wish v., n.
+wood n.
+wooden adj.
+working adj.
+worried adj.
+worry v.
+worse adj.
+worst adj.
+wow exclam.
+yet adv.
+yours pron.
+zero number
+absolutely adv.
+academic adj.
+access n., v.
+accommodation n.
+account n.
+achievement n.
+act n.
+ad n.
+addition n.
+admire v.
+admit v.
+advanced adj.
+advise v.
+afford v.
+age v.
+aged adj.
+agent n.
+agreement n.
+ahead adv.
+aim v., n.
+alarm n.
+album n.
+alcohol n.
+alcoholic adj.
+alternative adj.
+amazed adj.
+ambition n.
+ambitious adj.
+analyse v.
+analysis n.
+announce v.
+announcement n.
+annoy v.
+annoyed adj.
+annoying adj.
+apart adv.
+apologize v.
+application n.
+appointment n.
+appreciate v.
+approximately adv.
+arrest v., n.
+arrival n.
+assignment n.
+assist v.
+atmosphere n.
+attach v.
+attitude n.
+attract v.
+attraction n.
+authority n.
+average v.
+award v.
+aware adj.
+backwards adv.
+bake v.
+balance n., v.
+ban v., n.
+bank n.
+base n., v.
+basic adj.
+basis n.
+battery n.
+battle n.
+beauty n.
+bee n.
+belief n.
+bell n.
+bend v., n.
+benefit v.
+better n.
+bite v., n.
+block n., v.
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+bomb n., v.
+border n.
+bother v.
+branch n.
+brand n., v.
+brave adj.
+breath n.
+breathe v.
+breathing n.
+bride n.
+bubble n.
+bury v.
+by adv.
+calm adj., v., n.
+campaign n., v.
+campus n.
+candidate n.
+cap n.
+captain n.
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+category n.
+ceiling n.
+celebration n.
+central adj.
+centre v.
+ceremony n.
+chain n.
+challenge n.
+champion n.
+channel n.
+chapter n.
+charge n., v.
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+cheat v., n.
+cheerful adj.
+chemical adj., n.
+chest n.
+childhood n.
+claim v., n.
+clause n.
+clear v.
+click v., n.
+client n.
+climb n.
+close adv.
+cloth n.
+clue n.
+coach v.
+coal n.
+coin n.
+collection n.
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+comment v.
+commercial adj., n.
+commit v.
+communication n.
+comparison n.
+competitor n.
+competitive adj.
+complaint n.
+complex adj.
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+conclude v.
+conclusion n.
+confident adj.
+confirm v.
+confuse v.
+confused adj.
+connection n.
+consequence n.
+consist v.
+consume v.
+consumer n.
+contact n., v.
+container n.
+content n.
+continuous adj.
+contrast n., v.
+convenient adj.
+convince v.
+cool v.
+costume n.
+cottage n.
+cotton n.
+count n.
+countryside n.
+court n.
+cover n.
+covered adj.
+cream adj.
+criminal adj.
+cruel adj.
+cultural adj.
+currency n.
+current adj.
+currently adv.
+curtain n.
+custom n.
+cut n.
+daily adv.
+damage n., v.
+deal n.
+decade n.
+decorate v.
+deep adv.
+define v.
+definite adj.
+definition n.
+deliver v.
+departure n.
+despite prep.
+destination n.
+determine v.
+determined adj.
+development n.
+diagram n.
+diamond n.
+difficulty n.
+direct v., adv.
+directly adv.
+dirt n.
+disadvantage n.
+disappointed adj.
+disappointing adj.
+discount n.
+dislike v., n.
+divide v.
+documentary n.
+donate v.
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+doubt n., v.
+dressed adj.
+drop n.
+drum n.
+drunk adj.
+due adj.
+dust n.
+duty n.
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+educational adj.
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+effectively adv.
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+embarrassing adj.
+emergency n.
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+engineering n.
+entertain v.
+entertainment n.
+entrance n.
+entry n.
+environmental adj.
+episode n.
+equal adj., v.
+equally adv.
+escape v., n.
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+eventually adv.
+examine v.
+except conj.
+exchange n., v.
+excitement n.
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+expand v.
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+expedition n.
+experience v.
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+experiment v.
+explode v.
+explore v.
+explosion n.
+export n., v.
+extra n., adv.
+face v.
+fairly adv.
+familiar adj.
+fancy v., adj.
+far adj.
+fascinating adj.
+fashionable adj.
+fasten v.
+favour n.
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+flour n.
+flow v., n.
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+frightening adj.
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+giant adj., n.
+glad adj.
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+goods n.
+grade n.
+graduate n., v.
+grain n.
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+growth n.
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+heating n.
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+highly adv.
+hire v.
+historic adj.
+historical adj.
+honest adj.
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+horror n.
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+hurricane n.
+hurry n., v.
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+ignore v.
+illegal adj.
+imaginary adj.
+immediate adj.
+immigrant n.
+impact n., v.
+import n., v.
+importance n.
+impression n.
+impressive adj.
+improvement n.
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+indeed adv.
+indicate v.
+indirect adj.
+indoor adj.
+indoors adv.
+influence n., v.
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+injure v.
+injured adj.
+innocent adj.
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+intention n.
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+issue n.
+IT n.
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+kick v., n.
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+kiss v., n.
+knock n.
+label n., v.
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+leading adj.
+leaf n.
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+length n.
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+limit n., v.
+lip n.
+liquid n., adj.
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+living adj., n.
+local n.
+locate v.
+located adj.
+location n.
+lonely adj.
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+luxury n.
+mad adj.
+magic n., adj.
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+management n.
+market v.
+marketing n.
+marriage n.
+meanwhile adv.
+measure v., n.
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+mental adj.
+mention n.
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+mine n.
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+mud n.
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+mystery n.
+nail n.
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+nation n.
+native adj., n.
+naturally adv.
+necessarily adv.
+need modal v.
+needle n.
+neighbourhood n.
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+net n.
+next n.
+nor conj./adv.
+normal n.
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+now conj.
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+obvious adj.
+obviously adv.
+occasion n.
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+old-fashioned adj.
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+original n.
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+ought modal v.
+ours pron.
+outdoor adj.
+outdoors adv.
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+package n.
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+pale adj.
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+participate v.
+particularly adv.
+pass n.
+passion n.
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+performance n.
+personally adv.
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+photographer n.
+photography n.
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+pipe n.
+place v.
+planning n.
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+pleasure n.
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+plot n.
+plus prep.
+poem n.
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+point v.
+poison n., v.
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+policy n.
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+politician n.
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+portrait n.
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+powder n.
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+presentation n.
+press n., v.
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+previously adv.
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+primary adj.
+prince n.
+princess n.
+printing n.
+prisoner n.
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+producer n.
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+promote v.
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+property n.
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+pull n.
+punish v.
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+quotation n.
+quote v., n.
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+racing n.
+range n.
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+rarely adv.
+reaction n.
+reality n.
+receipt n.
+recommendation n.
+reference n.
+reflect v.
+regularly adv.
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+relation n.
+relative adj., n.
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+relaxing adj.
+release v., n.
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+remind v.
+remote adj.
+rent n., v.
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+repeat n.
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+represent v.
+request v.
+require v.
+reservation n.
+resource n.
+respect n., v.
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+revise v.
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+rise n.
+risk n., v.
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+roll v., n.
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+rope n.
+rough adj.
+row n.
+royal adj.
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+sailor n.
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+script n.
+sculpture n.
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+security n.
+seed n.
+sensible adj.
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+servant n.
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+shake n.
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+shelf n.
+shell n.
+shift n.
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+shy adj.
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+since adv.
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+spoken adj.
+spot n.
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+supply n., v.
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+surely adv.
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+swim n.
+switch v.
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+technique n.
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+throat n.
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+till conj./prep.
+tin n.
+tiny adj.
+tip v.
+toe n.
+tongue n.
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+totally adv.
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+transport v.
+treat v.
+treatment n.
+trend n.
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+unemployment n.
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+union n.
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+upon prep.
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+used adj.
+used adj.
+valuable adj.
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+victim n.
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+warn v.
+warning n.
+waste n., v., adj.
+water v.
+wave v.
+weapon n.
+weigh v.
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+whenever conj.
+whether conj.
+while n.
+whole n.
+will n.
+win n.
+wing n.
+within prep.
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+worse adv.
+worst adv.
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+wrong adv.
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+academic n.
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+bunch n.
+burn n.
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+cancel v.
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+capacity n.
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+cast n., v.
+catch n.
+cell n.
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+chart v.
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+circumstance n.
+cite v.
+citizen n.
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+close n.
+closely adv.
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+comfort n., v.
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+commitment n.
+committee n.
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+component n.
+concentration n.
+concept n.
+concern n., v.
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+conduct v., n.
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+conflict n., v.
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+conscious adj.
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+constant adj.
+constantly adv.
+construct v.
+construction n.
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+contract n., v.
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+contribution n.
+convert v.
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+county n.
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+creature n.
+credit v.
+crew n.
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+criterion n.
+critic n.
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+criticize v.
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+cry n.
+cure v., n.
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+curve n., v.
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+date v.
+debate n., v.
+debt n.
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+declare v.
+decline v., n.
+decoration n.
+decrease v., n.
+deeply adv.
+defeat v., n.
+defence n.
+defend v.
+delay v., n.
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+deliberately adv.
+delight v., n.
+delighted adj.
+delivery n.
+demand n., v.
+demonstrate v.
+deny v.
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+depressing adj.
+depth n.
+desert v.
+deserve v.
+desire n., v.
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+detail v.
+detailed adj.
+detect v.
+dig v.
+disc n.
+discipline n.
+discount v.
+dishonest adj.
+dismiss v.
+display v., n.
+distribute v.
+distribution n.
+district n.
+divide n.
+division n.
+document v.
+domestic adj.
+dominate v.
+downwards adv.
+dozen n., det.
+draft n., v.
+drag v.
+dramatic adj.
+edit v.
+edition n.
+efficient adj.
+elderly adj.
+elect v.
+elsewhere adv.
+emerge v.
+emotional adj.
+emphasis n.
+emphasize v.
+enable v.
+encounter v., n.
+engage v.
+enhance v.
+enquiry n.
+ensure v.
+enthusiasm n.
+enthusiastic adj.
+entire adj.
+entirely adv.
+equal n.
+establish v.
+estate n.
+estimate v., n.
+ethical adj.
+evaluate v.
+even adj.
+evil adj., n.
+examination n.
+excuse n., v.
+executive n., adj.
+existence n.
+expectation n.
+expense n.
+exploration n.
+expose v.
+extend v.
+extent n.
+external adj.
+extraordinary adj.
+extreme n.
+facility n.
+failure n.
+faith n.
+fault n.
+favour v.
+feather n.
+fee n.
+feed n.
+feedback n.
+feel n.
+fellow adj.
+figure v.
+file v.
+finance n., v.
+finding n.
+firm n.
+fix n.
+flame n.
+flash n., v.
+flexible adj.
+float v.
+fold n.
+folding adj.
+following prep.
+forgive v.
+former adj.
+fortune n.
+forward adj.
+found v.
+free v.
+freedom n.
+frequency n.
+fuel v.
+fully adv.
+function v.
+fund n., v.
+fundamental adj.
+funding n.
+furthermore adv.
+gain v., n.
+gang n.
+generate v.
+genre n.
+govern v.
+grab v.
+grade v.
+gradually adv.
+grand adj.
+grant v., n.
+guarantee v., n.
+handle v., n.
+harm n., v.
+harmful adj.
+hearing n.
+heaven n.
+heel n.
+hell n.
+hesitate v.
+high n.
+hire n.
+hold n.
+hollow adj.
+holy adj.
+honour n., v.
+host v.
+house v.
+household n.
+housing n.
+humorous adj.
+humour n.
+hunt n.
+hunting n.
+hurt n.
+ideal n.
+illustrate v.
+illustration n.
+imagination n.
+impatient adj.
+imply v.
+impose v.
+impress v.
+impressed adj.
+inch n.
+incident n.
+income n.
+increasingly adv.
+industrial adj.
+infection n.
+inform v.
+initial adj.
+initially adv.
+initiative n.
+inner adj.
+insight n.
+insist v.
+inspire v.
+install v.
+instance n.
+institute n.
+institution n.
+insurance n.
+intended adj.
+intense adj.
+internal adj.
+interpret v.
+interrupt v.
+investigation n.
+investment n.
+issue v.
+joy n.
+judgement n.
+junior adj.
+justice n.
+justify v.
+labour n.
+landscape n.
+largely adv.
+latest n.
+launch v., n.
+leadership n.
+league n.
+lean v.
+leave n.
+level v.
+licence n.
+limited adj.
+line v.
+lively adj.
+load n., v.
+loan n.
+logical adj.
+long-term adj., adv.
+loose adj.
+lord n.
+low n.
+lower v.
+lung n.
+maintain v.
+majority n.
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+map v.
+mass n., adj.
+massive adj.
+master n., v.
+matching adj.
+material adj.
+maximum adj., n.
+means n.
+measurement n.
+medium n.
+melt v.
+military adj., n.
+mineral n.
+minimum adj., n.
+minister n.
+minor adj.
+minority n.
+mission n.
+mistake v.
+mixed adj.
+model v.
+modify v.
+monitor n., v.
+moral adj., n.
+motor n., adj.
+mount v.
+multiple adj.
+multiply v.
+mysterious adj.
+narrow v.
+national n.
+neat adj.
+negative n.
+nerve n.
+nevertheless adv.
+nightmare n.
+notion n.
+numerous adj.
+obey v.
+object v.
+objective n., adj.
+obligation n.
+observation n.
+observe v.
+obtain v.
+occasionally adv.
+offence n.
+offend v.
+offensive adj.
+official n.
+opening n.
+operate v.
+opponent n.
+oppose v.
+opposed adj.
+opposition n.
+organ n.
+origin n.
+otherwise adv.
+outcome n.
+outer adj.
+outline n., v.
+overall adj., adv.
+owe v.
+pace n., v.
+package v.
+panel n.
+parliament n.
+participant n.
+partly adv.
+passage n.
+patient adj.
+pension n.
+permanent adj.
+permit v., n.
+perspective n.
+phase n.
+phenomenon n.
+philosophy n.
+pick n.
+picture v.
+pile n., v.
+pitch n.
+plain adj.
+plot v.
+plus adj., n., conj.
+pointed adj.
+popularity n.
+pose v.
+position v.
+positive n.
+possess v.
+potential adj., n.
+power v.
+praise n., v.
+pregnant adj.
+preparation n.
+presence n.
+preserve v.
+price v.
+prime adj.
+principle n.
+print n.
+priority n.
+privacy n.
+procedure n.
+process v.
+produce n.
+professional n.
+progress v.
+project v.
+proof n.
+proposal n.
+propose v.
+prospect n.
+protection n.
+psychologist n.
+psychology n.
+publication n.
+pupil n.
+purchase n., v.
+pure adj.
+pursue v.
+range v.
+rank n., v.
+rapid adj.
+rapidly adv.
+rate v.
+raw adj.
+reach n.
+realistic adj.
+reasonable adj.
+recall v.
+recover v.
+reduction n.
+regard v., n.
+regional adj.
+register v., n.
+regret v., n.
+regulation n.
+relatively adv.
+relevant adj.
+relief n.
+rely v.
+remark n., v.
+representative n., adj.
+reputation n.
+requirement n.
+rescue v., n.
+reserve n., v.
+resident n., adj.
+resist v.
+resolve v.
+resort n.
+retain v.
+reveal v.
+revolution n.
+reward n., v.
+rhythm n.
+rid v.
+root n.
+round n.
+routine adj.
+rub v.
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+rural adj.
+rush v., n.
+sample v.
+satellite n.
+satisfied adj.
+satisfy v.
+saving n.
+scale n.
+schedule v.
+scheme n.
+scream v., n.
+screen v.
+seat v.
+sector n.
+secure v., adj.
+seek v.
+select v.
+selection n.
+self n.
+senior adj.
+sense v.
+sensitive adj.
+sentence v.
+sequence n.
+session n.
+settle v.
+severe adj.
+shade n.
+shadow n.
+shallow adj.
+shame n.
+shape v.
+shelter n., v.
+shift v.
+ship v.
+shock n., v.
+shocked adj.
+shooting n.
+shot n.
+significant adj.
+significantly adv.
+silence n.
+silk n.
+sincere adj.
+slave n.
+slide v., n.
+slight adj.
+slip v.
+slope n., v.
+solar adj.
+somewhat adv.
+soul n.
+specialist n., adj.
+species n.
+speed v.
+spiritual adj.
+split v., n.
+sponsor v., n.
+spot v.
+spread n.
+stable adj.
+stage v.
+stand n.
+stare v.
+status n.
+steady adj.
+steel n.
+steep adj.
+step v.
+sticky adj.
+stiff adj.
+stock n.
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+strike v., n.
+structure v.
+struggle v., n.
+stuff v.
+subject adj.
+submit v.
+sum n., v.
+surgery n.
+surround v.
+surrounding adj.
+survey v.
+suspect v., n.
+swear v.
+sweep v.
+switch n.
+sympathy n.
+tale n.
+tank n.
+target v.
+tear v., n.
+tear n.
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+therapy n.
+threat n.
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+thus adv.
+time v.
+title v.
+tone n.
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+transfer v., n.
+transform v.
+transition n.
+trial n.
+trip v.
+tropical adj.
+trouble v.
+truly adv.
+trust n., v.
+try n.
+tune n.
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+ultimately adv.
+unconscious adj.
+unexpected adj.
+unique adj.
+universe n.
+unknown adj.
+upper adj.
+upwards adv.
+urban adj.
+urge v.
+value v.
+vary v.
+vast adj.
+venue n.
+very adj.
+via prep.
+victory n.
+violence n.
+virtual adj.
+vision n.
+visual adj.
+vital adj.
+vitamin n.
+volume n.
+wage n.
+way adv.
+weakness n.
+wealth n.
+wealthy adj.
+whereas conj.
+wherever conj.
+whisper v., n.
+whom pron.
+widely adv.
+wildlife n.
+willing adj.
+wind v.
+wire n.
+wise adj.
+witness n., v.
+worse n.
+worst n.
+worth n.
+wound n., v.
+wrap v.
+wrong n.
+yet conj.
+zone n.

textgames/assets/word_list/oxford5k_extra.txt

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+absorb v.
+abstract adj.
+accent n.
+accidentally adv.
+accommodate v.
+accomplish v.
+accountant n.
+accuracy n.
+accurately adv.
+acid n.
+activate v.
+addiction n.
+additionally adv.
+adequate adj.
+adequately adv.
+adjust v.
+affordable adj.
+agriculture n.
+AIDS n.
+alien n.
+alongside prep.
+altogether adv.
+ambulance n.
+amusing adj.
+analyst n.
+ancestor n.
+animation n.
+annually adv.
+anticipate v.
+anxiety n.
+apology n.
+applicant n.
+appropriately adv.
+arrow n.
+artwork n.
+aside adv.
+asset n.
+assign v.
+assistance n.
+assumption n.
+assure v.
+astonishing adj.
+attachment n.
+auction n.
+audio adj.
+automatic adj.
+automatically adv.
+awareness n.
+awkward adj.
+badge n.
+balanced adj.
+ballet n.
+balloon n.
+barely adv.
+bargain n.
+basement n.
+basket n.
+bat n.
+beneficial adj.
+beside prep.
+besides prep., adv.
+bias n.
+bid n., v.
+biological adj.
+blanket n.
+blow n.
+bold adj.
+bombing n.
+booking n.
+boost v., n.
+bound adj.
+brick n.
+briefly adv.
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+broadly adv.
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+candle n.
+carbon n.
+casual adj.
+cave n.
+certainty n.
+certificate n.
+challenging adj.
+championship n.
+charming adj.
+chase v., n.
+cheek n.
+cheer v., n.
+choir n.
+chop v.
+circuit n.
+civilization n.
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+classify v.
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+cliff n.
+clinic n.
+clip n.
+coincidence n.
+collector n.
+colony n.
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+considerably adv.
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+coverage n.
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+craft n.
+creativity n.
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+cruise n., v.
+cue n.
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+curriculum n.
+cute adj.
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+deadline n.
+deadly adj.
+dealer n.
+deck n.
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+disappointment n.
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+disturb v.
+dive v., n.
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+divorce n., v.
+dominant adj.
+donation n.
+dot n.
+downtown n., adj., adv.
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+dump v.
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+economist n.
+editorial adj.
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+erupt v.
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+ethnic adj.
+evaluation n.
+evident adj.
+evolution n.
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+extensively adv.
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+fake adj.
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+fantasy n.
+fare n.
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+fever n.
+firefighter n.
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+firm adj.
+firmly adv.
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+fond adj.
+fool n.
+forbid v.
+forecast n., v.
+format n.
+formation n.
+formerly adv.
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+forum n.
+fossil n.
+foundation n.
+founder n.
+fraction n.
+fragment n.
+framework n.
+fraud n.
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+fulfil v.
+full-time adj./adv.
+fundamentally adv.
+furious adj.
+gaming n.
+gay adj.
+gender n.
+gene n.
+genetic adj.
+genius n.
+genuine adj.
+genuinely adv.
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+gig n.
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+globe n.
+golden adj.
+goodness n.
+gorgeous adj.
+governor n.
+graphic adj.
+graphics n.
+greatly adv.
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+grocery n.
+guideline n.
+habitat n.
+harbour n.
+headquarters n.
+heal v.
+healthcare n.
+helmet n.
+hence adv.
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+hip n.
+historian n.
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+hook n.
+hopefully adv.
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+hypothesis n.
+icon n.
+ID n.
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+illusion n.
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+implication n.
+incentive n.
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+indication n.
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+inevitably adv.
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+inflation n.
+info n.
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+intellectual adj.
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+interpretation n.
+interval n.
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+jury n.
+kit n.
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+landing n.
+lane n.
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+leaflet n.
+legend n.
+lens n.
+lifetime n.
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+literally adv.
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+make-up n.
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+marker n.
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+mate n., v.
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+metaphor n.
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+mortgage n.
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+motion n.
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+motivation n.
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+myth n.
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+nasty adj.
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+negotiate v.
+negotiation n.
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+newly adv.
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+obesity n.
+observer n.
+obstacle n.
+occupation n.
+occupy v.
+offender n.
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+operator n.
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+orchestra n.
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+oxygen n.
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+palm n.
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+participation n.
+partnership n.
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+password n.
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+peer n.
+penalty n.
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+perception n.
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+pity n.
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+portion n.
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+precise adj.
+precisely adv.
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+prior adj.
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+probable adj.
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+programming n.
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+promising adj.
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+prompt v.
+proportion n.
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+protester n.
+psychological adj.
+publicity n.
+publishing n.
+punk n.
+purely adv.
+pursuit n.
+puzzle n.
+questionnaire n.
+racial adj.
+racism n.
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+rail n.
+random adj.
+rat n.
+rating n.
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+reckon v.
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+recovery n.
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+recruitment n.
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+registration n.
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+reinforce v.
+relieve v.
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+remarkable adj.
+remarkably adv.
+reporting n.
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+resolution n.
+restore v.
+restrict v.
+restriction n.
+retail n.
+retirement n.
+revenue n.
+revision n.
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+risky adj.
+rival n., adj.
+rob v.
+robbery n.
+rocket n.
+romance n.
+rose n.
+roughly adv.
+ruin v., n.
+satisfaction n.
+scandal n.
+scare v., n.
+scenario n.
+scholar n.
+scholarship n.
+scratch v., n.
+screening n.
+seeker n.
+seminar n.
+settler n.
+severely adv.
+sexy adj.
+shaped adj.
+shocking adj.
+shore n.
+shortage n.
+shortly adv.
+short-term adj.
+sibling n.
+signature n.
+significance n.
+skilled adj.
+skull n.
+slogan n.
+so-called adj.
+somehow adv.
+sometime adv.
+sophisticated adj.
+spare adj.
+specialize v.
+specify v.
+spectacular adj.
+spectator n.
+speculate v.
+speculation n.
+spice n.
+spill v.
+spite n.
+spoil v.
+spokesman n.
+spokesperson n.
+spokeswoman n.
+sponsorship n.
+sporting adj.
+stall n.
+stance n.
+starve v.
+steadily adv.
+steam n.
+stimulate v.
+strengthen v.
+strictly adv.
+stroke n.
+stunning adj.
+subsequent adj.
+subsequently adv.
+suburb n.
+suffering n.
+sufficient adj.
+sufficiently adv.
+super adj.
+surgeon n.
+survival n.
+survivor n.
+suspend v.
+sustainable adj.
+swallow v.
+sympathetic adj.
+tackle v.
+tag n., v.
+tap v., n.
+technological adj.
+teens n.
+temple n.
+temporarily adv.
+tendency n.
+tension n.
+terminal n.
+terms n.
+terribly adv.
+terrify v.
+territory n.
+terror n.
+terrorism n.
+terrorist n.
+testing n.
+textbook n.
+theft n.
+therapist n.
+thesis n.
+thorough adj.
+thoroughly adv.
+thumb n.
+timing n.
+tissue n.
+ton n.
+tonne n.
+tournament n.
+trace v.
+trading n.
+tragedy n.
+tragic adj.
+trait n.
+transmit v.
+transportation n.
+trap v., n.
+treasure n.
+tribe n.
+trigger v.
+trillion number
+troop n.
+tsunami n.
+ultimate adj.
+unacceptable adj.
+uncertainty n.
+undergo v.
+undertake v.
+unfold v.
+unfortunate adj.
+unite v.
+unity n.
+universal adj.
+urgent adj.
+usage n.
+useless adj.
+valid adj.
+variation n.
+vertical adj.
+viewpoint n.
+visa n.
+visible adj.
+voluntary adj.
+voting n.
+wander v.
+warming n.
+weekly adj.
+weird adj.
+welfare n.
+wheat n.
+whoever pron.
+widespread adj.
+wisdom n.
+withdraw v.
+workforce n.
+workplace n.
+workshop n.
+worm n.
+wrist n.
+abolish v.
+abortion n.
+absence n.
+absent adj.
+absurd adj.
+abundance n.
+abuse n., v.
+academy n.
+accelerate v.
+acceptance n.
+accessible adj.
+accomplishment n.
+accordance n.
+accordingly adv.
+accountability n.
+accountable adj.
+accumulate v.
+accumulation n.
+accusation n.
+accused n.
+acid adj.
+acquisition n.
+acre n.
+activation n.
+activist n.
+acute adj.
+adaptation n.
+adhere v.
+adjacent adj.
+adjustment n.
+administer v.
+administrative adj.
+administrator n.
+admission n.
+adolescent n.
+adoption n.
+adverse adj.
+advocate n., v.
+aesthetic adj.
+affection n.
+aftermath n.
+aggression n.
+agricultural adj.
+aide n.
+albeit conj.
+alert v., n., adj.
+alien adj.
+align v.
+alignment n.
+alike adv., adj.
+allegation n.
+allege v.
+allegedly adv.
+alliance n.
+allocate v.
+allocation n.
+allowance n.
+ally n.
+aluminium n.
+amateur adj., n.
+ambassador n.
+amend v.
+amendment n.
+amid prep.
+analogy n.
+anchor n.
+angel n.
+anonymous adj.
+apparatus n.
+appealing adj.
+appetite n.
+applaud v.
+applicable adj.
+appoint v.
+appreciation n.
+arbitrary adj.
+architectural adj.
+archive n.
+arena n.
+arguably adv.
+arm v.
+array n.
+articulate v.
+ash n.
+aspiration n.
+aspire v.
+assassination n.
+assault n., v.
+assemble v.
+assembly n.
+assert v.
+assertion n.
+assurance n.
+asylum n.
+atrocity n.
+attain v.
+attendance n.
+attorney n.
+attribute v., n.
+audit n.
+authentic adj.
+authorize v.
+auto n.
+autonomy n.
+availability n.
+await v.
+backdrop n.
+backing n.
+backup n.
+bail n.
+ballot n.
+banner n.
+bare adj.
+barrel n.
+bass n.
+bat v.
+battlefield n.
+bay n.
+beam n.
+beast n.
+behalf n.
+beloved adj.
+bench n.
+benchmark n.
+beneath prep.
+beneficiary n.
+betray v.
+bind v.
+biography n.
+bishop n.
+bizarre adj.
+blade n.
+blast n., v.
+bleed v.
+blend v., n.
+bless v.
+blessing n.
+boast v.
+bonus n.
+boom n.
+bounce v.
+boundary n.
+bow v., n.
+breach n., v.
+breakdown n.
+breakthrough n.
+breed v., n.
+broadband n.
+browser n.
+brutal adj.
+buck n.
+buddy n.
+buffer n.
+bulk n.
+burden n.
+bureaucracy n.
+burial n.
+burst v.
+cabinet n.
+calculation n.
+canvas n.
+capability n.
+capitalism n.
+capitalist adj.
+cargo n.
+carriage n.
+carve v.
+casino n.
+casualty n.
+catalogue n.
+cater v.
+cattle n.
+caution n.
+cautious adj.
+cease v.
+cemetery n.
+chamber n.
+chaos n.
+characterize v.
+charm n.
+charter n.
+chronic adj.
+chunk n.
+circulate v.
+circulation n.
+citizenship n.
+civic adj.
+civilian n., adj.
+clarity n.
+clash n.
+classification n.
+cling v.
+clinical adj.
+closure n.
+cluster n.
+coalition n.
+coastal adj.
+cocktail n.
+cognitive adj.
+coincide v.
+collaborate v.
+collaboration n.
+collective adj.
+collision n.
+colonial adj.
+columnist n.
+combat n., v.
+commence v.
+commentary n.
+commentator n.
+commerce n.
+commissioner n.
+commodity n.
+communist adj.
+companion n.
+comparable adj.
+compassion n.
+compel v.
+compelling adj.
+compensate v.
+compensation n.
+competence n.
+competent adj.
+compile v.
+complement v.
+complexity n.
+compliance n.
+complication n.
+comply v.
+composition n.
+compromise n., v.
+compute v.
+conceal v.
+concede v.
+conceive v.
+conception n.
+concession n.
+condemn v.
+confer v.
+confession n.
+configuration n.
+confine v.
+confirmation n.
+confront v.
+confrontation n.
+congratulate v.
+congregation n.
+congressional adj.
+conquer v.
+conscience n.
+consciousness n.
+consecutive adj.
+consensus n.
+consent n., v.
+conserve v.
+consistency n.
+consolidate v.
+constituency n.
+constitute v.
+constitution n.
+constitutional adj.
+constraint n.
+consultation n.
+contemplate v.
+contempt n.
+contend v.
+contender n.
+content adj.
+contention n.
+continually adv.
+contractor n.
+contradiction n.
+contrary adj., n.
+contributor n.
+conversion n.
+convict v.
+conviction n.
+cooperate v.
+cooperative adj.
+coordinate v.
+coordination n.
+coordinator n.
+cop n.
+copper n.
+copyright n.
+correction n.
+correlate v.
+correlation n.
+correspond v.
+correspondence n.
+correspondent n.
+corresponding adj.
+corrupt adj.
+corruption n.
+costly adj.
+councillor n.
+counselling n.
+counsellor n.
+counter v.
+counterpart n.
+countless adj.
+coup n.
+courtesy n.
+craft v.
+crawl v.
+creator n.
+credibility n.
+credible adj.
+creep v.
+critique n.
+crown n.
+crude adj.
+crush v.
+crystal n.
+cult n., adj.
+cultivate v.
+curiosity n.
+custody n.
+cutting n.
+cynical adj.
+dam n.
+damaging adj.
+dawn n.
+debris n.
+debut n.
+decision-making n.
+decisive adj.
+declaration n.
+dedicated adj.
+dedication n.
+deed n.
+deem v.
+default n.
+defect n.
+defensive adj.
+deficiency n.
+deficit n.
+defy v.
+delegate n.
+delegation n.
+delicate adj.
+demon n.
+denial n.
+denounce v.
+dense adj.
+density n.
+dependence n.
+depict v.
+deploy v.
+deployment n.
+deposit v.
+deprive v.
+deputy n.
+descend v.
+descent n.
+designate v.
+desirable adj.
+desktop n.
+destructive adj.
+detain v.
+detection n.
+detention n.
+deteriorate v.
+devastate v.
+devil n.
+devise v.
+diagnose v.
+diagnosis n.
+dictate v.
+dictator n.
+differentiate v.
+dignity n.
+dilemma n.
+dimension n.
+diminish v.
+dip v.
+diplomat n.
+diplomatic n.
+directory n.
+disastrous adj.
+discard v.
+discharge v.
+disclose v.
+disclosure n.
+discourse n.
+discretion n.
+discrimination n.
+dismissal n.
+displace v.
+disposal n.
+dispose v.
+dispute n., v.
+disrupt v.
+disruption n.
+dissolve v.
+distinction n.
+distinctive adj.
+distort v.
+distress n., v.
+disturbing adj.
+divert v.
+divine adj.
+doctrine n.
+documentation n.
+domain n.
+dominance n.
+donor n.
+dose n.
+drain v.
+drift v.
+driving adj.
+drown v.
+dual adj.
+dub v.
+dumb adj.
+duo n.
+dynamic n.
+eager adj.
+earnings n.
+ease n., v.
+echo v., n.
+ecological adj.
+educator n.
+effectiveness n.
+efficiency n.
+ego n.
+elaborate adj.
+electoral adj.
+elevate v.
+eligible adj.
+elite n.
+embark v.
+embarrassment n.
+embassy n.
+embed v.
+embody v.
+emergence n.
+empirical adj.
+empower v.
+enact v.
+encompass v.
+encouragement n.
+encouraging adj.
+endeavour n.
+endless adj.
+endorse v.
+endorsement n.
+endure v.
+enforce v.
+enforcement n.
+engagement n.
+engaging adj.
+enquire v.
+enrich v.
+enrol v.
+ensue v.
+enterprise n.
+enthusiast n.
+entitle v.
+entity n.
+epidemic n.
+equality n.
+equation n.
+erect v.
+escalate v.
+essence n.
+establishment n.
+eternal adj.
+evacuate v.
+evoke v.
+evolutionary adj.
+exaggerate v.
+excellence n.
+exceptional adj.
+excess n., adj.
+exclusion n.
+exclusive adj.
+exclusively adv.
+execute v.
+execution n.
+exert v.
+exile n.
+exit v.
+expenditure n.
+experimental adj.
+expire v.
+explicit adj.
+explicitly adv.
+exploitation n.
+explosive adj., n.
+extract v.
+extremist n.
+facilitate v.
+faction n.
+faculty n.
+fade v.
+fairness n.
+fatal adj.
+fate n.
+favourable adj.
+feat n.
+feminist adj., n.
+fibre n.
+fierce adj.
+film-maker n.
+filter n., v.
+fine n., v.
+firearm n.
+fit n.
+fixture n.
+flaw n.
+flawed adj.
+flee v.
+fleet n.
+flesh n.
+flexibility n.
+flourish v.
+fluid n.
+footage n.
+foreigner n.
+forge v.
+formula n.
+formulate v.
+forth adv.
+forthcoming adj.
+foster v.
+fragile adj.
+franchise n.
+frankly adv.
+frustrated adj.
+frustrating adj.
+frustration n.
+functional adj.
+fundraising n.
+funeral n.
+gallon n.
+gambling n.
+gathering n.
+gaze n., v.
+gear n.
+generic adj.
+genocide n.
+glance n., v.
+glimpse n.
+glorious adj.
+glory n.
+governance n.
+grace n.
+grasp v., n.
+grave n.
+grave adj.
+gravity n.
+grid n.
+grief n.
+grin v., n.
+grind v.
+grip n., v.
+gross adj.
+guerrilla n.
+guidance n.
+guilt n.
+gut n.
+hail v.
+halfway adv.
+halt v., n.
+handful n.
+handling n.
+handy adj.
+harassment n.
+hardware n.
+harmony n.
+harsh adj.
+harvest n., v.
+hatred n.
+haunt v.
+hazard n.
+heighten v.
+heritage n.
+hierarchy n.
+high-profile adj.
+hint n., v.
+homeland n.
+hook v.
+hopeful adj.
+horizon n.
+horn n.
+hostage n.
+hostile adj.
+hostility n.
+humanitarian adj.
+humanity n.
+humble adj.
+hydrogen n.
+identification n.
+ideological adj.
+ideology n.
+idiot n.
+ignorance n.
+imagery n.
+immense adj.
+imminent adj.
+implementation n.
+imprison v.
+imprisonment n.
+inability n.
+inadequate adj.
+inappropriate adj.
+incidence n.
+inclined adj.
+inclusion n.
+incur v.
+indicator n.
+indictment n.
+indigenous adj.
+induce v.
+indulge v.
+inequality n.
+infamous adj.
+infant n.
+infect v.
+inflict v.
+influential adj.
+inherent adj.
+inhibit v.
+initiate v.
+inject v.
+injection n.
+injustice n.
+inmate n.
+insertion n.
+insider n.
+inspect v.
+inspection n.
+inspiration n.
+instinct n.
+institutional adj.
+instruct v.
+instrumental adj.
+insufficient adj.
+insult n., v.
+intact adj.
+intake n.
+integral adj.
+integrated adj.
+integration n.
+integrity n.
+intellectual n.
+intensify v.
+intensity n.
+intensive adj.
+intent n.
+interactive adj.
+interface n.
+interfere v.
+interference n.
+interim adj.
+interior adj., n.
+intermediate adj.
+intervene v.
+intervention n.
+intimate adj.
+intriguing adj.
+investigator n.
+invisible adj.
+invoke v.
+involvement n.
+ironic adj.
+ironically adv.
+irony n.
+irrelevant adj.
+isolation n.
+judicial adj.
+junction n.
+jurisdiction n.
+just adj.
+justification n.
+kidnap v.
+kidney n.
+kingdom n.
+lad n.
+landlord n.
+landmark n.
+lap n.
+large-scale adj.
+laser n.
+latter adj., n.
+lawn n.
+lawsuit n.
+layout n.
+leak v., n.
+leap v., n.
+legacy n.
+legendary adj.
+legislation n.
+legislative adj.
+legislature n.
+legitimate adj.
+lengthy adj.
+lesbian adj.
+lesser adj.
+lethal adj.
+liable adj.
+liberal adj., n.
+liberation n.
+liberty n.
+license v.
+lifelong adj.
+likelihood n.
+limb n.
+linear adj.
+line-up n.
+linger v.
+listing n.
+literacy n.
+liver n.
+lobby n., v.
+log n., v.
+logic n.
+long-standing adj.
+long-time adj.
+loom v.
+loop n.
+loyalty n.
+machinery n.
+magical adj.
+magistrate n.
+magnetic adj.
+magnitude n.
+mainland n.
+mainstream n., adj.
+maintenance n.
+mandate n.
+mandatory adj.
+manifest v.
+manipulate v.
+manipulation n.
+manuscript n.
+march n., v.
+marginal adj.
+marine adj.
+marketplace n.
+mask n.
+massacre n.
+mathematical adj.
+mature adj., v.
+maximize v.
+meaningful adj.
+meantime n.
+medieval adj.
+meditation n.
+melody n.
+memo n.
+memoir n.
+memorial n.
+mentor n.
+merchant n.
+mercy n.
+mere adj.
+merely adv.
+merge v.
+merger n.
+merit n.
+methodology n.
+midst n.
+migration n.
+militant n., adj.
+militia n.
+mill n.
+minimal adj.
+minimize v.
+mining n.
+ministry n.
+minute adj.
+miracle n.
+misery n.
+misleading adj.
+missile n.
+mob n.
+mobility n.
+mobilize v.
+moderate adj.
+modification n.
+momentum n.
+monk n.
+monopoly n.
+morality n.
+motive n.
+motorist n.
+municipal adj.
+mutual adj.
+namely adv.
+nationwide adj.
+naval adj.
+neglect v., n.
+neighbouring adj.
+nest n.
+net adj.
+newsletter n.
+niche n.
+noble adj.
+nod v.
+nominate v.
+nomination n.
+nominee n.
+nonetheless adv.
+non-profit adj.
+nonsense n.
+noon n.
+notable adj.
+notably adv.
+notify v.
+notorious adj.
+novel adj.
+nursery n.
+objection n.
+oblige v.
+obsess v.
+obsession n.
+occasional adj.
+occurrence n.
+odds n.
+offering n.
+offspring n.
+operational adj.
+opt v.
+optical adj.
+optimism n.
+oral adj.
+organizational adj.
+orientation n.
+originate v.
+outbreak n.
+outing n.
+outlet n.
+outlook n.
+outrage n., v.
+outsider n.
+overlook v.
+overly adv.
+oversee v.
+overturn v.
+overwhelm v.
+overwhelming adj.
+pad n.
+parameter n.
+parental adj.
+parish n.
+parliamentary adj.
+partial adj.
+partially adv.
+passing n.
+passive adj.
+pastor n.
+patch n.
+patent n.
+pathway n.
+patrol n., v.
+patron n.
+peak n.
+peasant n.
+peculiar adj.
+persist v.
+persistent adj.
+personnel n.
+petition n.
+philosopher n.
+philosophical adj.
+physician n.
+pioneer n., v.
+pipeline n.
+pirate n.
+pit n.
+plea n.
+plead v.
+pledge v., n.
+plug v., n.
+plunge v.
+pole n.
+poll n.
+pond n.
+pop v.
+portfolio n.
+portray v.
+postpone v.
+post-war adj.
+practitioner n.
+preach v.
+precedent n.
+precision n.
+predator n.
+predecessor n.
+predominantly adv.
+pregnancy n.
+prejudice n.
+preliminary adj.
+premier n.
+premise n.
+premium n.
+prescribe v.
+prescription n.
+presently adv.
+preservation n.
+preside v.
+presidency n.
+presidential adj.
+prestigious adj.
+presumably adv.
+presume v.
+prevail v.
+prevalence n.
+prevention n.
+prey n.
+principal n.
+privatization n.
+privilege n.
+probe n., v.
+problematic adj.
+proceedings n.
+proceeds n.
+processing n.
+processor n.
+proclaim v.
+productive adj.
+productivity n.
+profitable adj.
+profound adj.
+projection n.
+prominent adj.
+pronounced adj.
+propaganda n.
+proposition n.
+prosecute v.
+prosecution n.
+prosecutor n.
+prospective adj.
+prosperity n.
+protective adj.
+protocol n.
+province n.
+provincial adj.
+provision n.
+provoke v.
+psychiatric adj.
+pulse n.
+pump v., n.
+punch n., v.
+query n.
+quest n.
+quota n.
+radar n.
+radical adj.
+rage n.
+raid n., v.
+rally n., v.
+ranking n.
+rape n., v.
+ratio n.
+rational adj.
+ray n.
+readily adv.
+realization n.
+realm n.
+rear adj., n.
+reasoning n.
+reassure v.
+rebel n.
+rebellion n.
+recipient n.
+reconstruction n.
+recount v.
+referendum n.
+reflection n.
+reform n., v.
+refuge n.
+refusal n.
+regain v.
+regardless adv.
+regime n.
+regulator n.
+regulatory adj.
+rehabilitation n.
+reign n., v.
+rejection n.
+relevance n.
+reliability n.
+reluctant adj.
+remainder n.
+remains n.
+remedy n.
+reminder n.
+removal n.
+render v.
+renew v.
+renowned adj.
+rental n.
+replacement n.
+reportedly adv.
+representation n.
+reproduce v.
+reproduction n.
+republic n.
+resemble v.
+reside v.
+residence n.
+residential adj.
+residue n.
+resignation n.
+resistance n.
+respective adj.
+respectively adv.
+restoration n.
+restraint n.
+resume v.
+retreat n., v.
+retrieve v.
+revelation n.
+revenge n.
+reverse v. , n., adj.
+revival n.
+revive v.
+revolutionary adj.
+rhetoric n.
+rifle n.
+riot n.
+rip v.
+ritual n.
+robust adj.
+rock v.
+rod n.
+rotate v.
+rotation n.
+ruling n.
+rumour n.
+sack v.
+sacred adj.
+sacrifice n., v.
+saint n.
+sake n.
+sanction n.
+say n.
+scattered adj.
+sceptical adj.
+scope n.
+screw v., n.
+scrutiny n.
+seal v., n.
+secular adj.
+seemingly adv.
+segment n.
+seize v.
+seldom adv.
+selective adj.
+senator n.
+sensation n.
+sensitivity n.
+sentiment n.
+separation n.
+serial adj.
+settlement n.
+set-up n.
+sexuality n.
+shareholder n.
+shatter v.
+shed v.
+sheer adj.
+shipping n.
+shoot n.
+shrink v.
+shrug v.
+sigh v., n.
+simulate v.
+simulation n.
+simultaneously adv.
+sin n.
+situated adj.
+sketch n.
+skip v.
+slam v.
+slap v.
+slash v.
+slavery n.
+slot n.
+smash v.
+snap v.
+soak v.
+soar v.
+socialist adj.
+sole adj.
+solely adv.
+solicitor n.
+solidarity n.
+solo adj., n.
+sound adj.
+sovereignty n.
+spam n.
+span v., n.
+spare v.
+spark v.
+specialized adj.
+specification n.
+specimen n.
+spectacle n.
+spectrum n.
+spell n.
+sphere n.
+spin v., n.
+spine n.
+spotlight n.
+spouse n.
+spy n., v.
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+stark adj.
+statistical adj.
+steer v.
+stem n., v.
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+stimulus n.
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+strand n.
+strategic adj.
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+strip n.
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+surplus n.
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+suspicion n.
+suspicious adj.
+sustain v.
+swing v., n.
+sword n.
+symbolic adj.
+syndrome n.
+synthesis n.
+systematic adj.
+tackle n.
+tactic n.
+tactical adj.
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+theatrical adj.
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+theoretical adj.
+thereafter adv.
+thereby adv.
+thoughtful adj.
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+timely adj.
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+toll n.
+top v.
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+trademark n.
+trail n., v.
+trailer n.
+transaction n.
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+tribunal n.
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+trigger n.
+trio n.
+triumph n.
+trophy n.
+troubled adj.
+trustee n.
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+turnout n.
+turnover n.
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+underlying adj.
+undermine v.
+undoubtedly adv.
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+unveil v.
+upcoming adj.
+upgrade v., n.
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+utility n.
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+vague adj.
+validity n.
+vanish v.
+variable n., adj.
+varied adj.
+vein n.
+venture n., v.
+verbal adj.
+verdict n.
+verify v.
+verse n.
+versus prep.
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+veteran n.
+viable adj.
+vibrant adj.
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+vicious adj.
+villager n.
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+violation n.
+virtue n.
+vocal adj.
+vow v.
+vulnerability n.
+vulnerable adj.
+ward n.
+warehouse n.
+warfare n.
+warrant n., v.
+warrior n.
+weaken v.
+weave v.
+weed n.
+well n.
+well-being n.
+whatsoever adv.
+whereby adv.
+whilst conj.
+whip v.
+wholly adv.
+widen v.
+widow n.
+width n.
+willingness n.
+wipe v.
+wit n.
+withdrawal n.
+workout n.
+worship n., v.
+worthwhile adj.
+worthy adj.
+yell v.
+yield n., v.
+youngster n.

textgames/assets/word_list/oxford_opal_written_single.txt

@@ -0,0 +1,1199 @@
+activity n.
+affect v.
+analysis n.
+apply v.
+approach n.
+area n.
+associate v.
+available adj.
+based adj.
+behaviour n.
+between prep.
+case n.
+change n., v.
+community n.
+compare v.
+condition n.
+context n.
+country n.
+cultural adj.
+culture n.
+data n.
+define v.
+develop v.
+development n.
+difference n.
+different adj.
+economic adj.
+effect n.
+environment n.
+environmental adj.
+example n.
+factor n.
+form n., v.
+function n., v.
+global adj.
+group n., v.
+growth n.
+high adj.
+human adj.
+identify v.
+important adj.
+increase v., n.
+individual n., adj.
+information n.
+interaction n.
+international adj.
+issue n.
+law n.
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+likely adj., adv.
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+model n., v.
+national adj., n.
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+policy n.
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+process n., v.
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+social adj.
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+whether conj.
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+software n.
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+technical adj.
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+ethic n.
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+expose v.
+favour v.
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+horizontal adj.
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+infer v.
+inference n.
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+integrated adj.
+intermediate adj.
+interviewer n.
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+meaningful adj.
+mediate v.
+methodological adj.
+modelling n.
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+novel adj.
+observer n.
+occupation n.
+occurrence n.
+otherwise adv.
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+pose v.
+precede v.
+presentation n.
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+proportional adj.
+protocol n.
+rapidly adv.
+readily adv.
+recovery n.
+regardless of prep.
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+release n.
+relevance n.
+reliability n.
+reliable adj.
+removal n.
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+resident n.
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+sensitive adj.
+simultaneously adv.
+socially adv.
+specialized adj.
+specification n.
+sphere n.
+stimulate v.
+stock n.
+subjective adj.
+substitution n.
+sufficiently adv.
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textgames/assets/word_list/word_list.oxford5k_opal.lower.txt

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+wander
+want
+war
+ward
+warehouse
+warfare
+warm
+warming
+warn
+warning
+warrant
+warrior
+wash
+washing
+waste
+watch
+water
+wave
+way
+we
+weak
+weaken
+weakness
+wealth
+wealthy
+weapon
+wear
+weather
+weave
+web
+website
+wedding
+wednesday
+weed
+week
+weekend
+weekly
+weigh
+weight
+weird
+welcome
+welfare
+well
+well-being
+west
+western
+wet
+what
+whatever
+whatsoever
+wheat
+wheel
+when
+whenever
+where
+whereas
+whereby
+wherever
+whether
+which
+while
+whilst
+whip
+whisper
+white
+who
+whoever
+whole
+wholly
+whom
+whose
+why
+wide
+widely
+widen
+widespread
+widow
+width
+wife
+wild
+wildlife
+will
+willing
+willingness
+win
+wind
+window
+wine
+wing
+winner
+winter
+wipe
+wire
+wisdom
+wise
+wish
+wit
+with
+withdraw
+withdrawal
+within
+without
+witness
+woman
+wonder
+wonderful
+wood
+wooden
+wool
+word
+work
+worker
+workforce
+working
+workout
+workplace
+workshop
+world
+worldwide
+worm
+worried
+worry
+worse
+worship
+worst
+worth
+worthwhile
+worthy
+would
+wound
+wow
+wrap
+wrist
+write
+writer
+writing
+written
+wrong
+yard
+yeah
+year
+yell
+yellow
+yes
+yesterday
+yet
+yield
+you
+young
+youngster
+your
+yours
+yourself
+youth
+zero
+zone

textgames/base_game.py

@@ -0,0 +1,118 @@
+import time
+import pickle
+
+
+class BaseGame:
+    def __init__(self):
+        self.exclude_states = None
+        self.start_timestamp = None
+        self.end_timestamp = None
+        self.chat_log = None
+        self.attempt_count = 0
+        self.attempt_timestamps = None
+        self.is_solved = None
+        self.is_forfeited = None
+        self.stats_filepath = None
+
+    @staticmethod
+    def get_game_name() -> str:
+        raise NotImplementedError()
+
+    def _generate_new_game(self, *args, **kwargs) -> None:
+        raise NotImplementedError()
+
+    def _load_game(self, *args, **kwargs) -> None:
+        raise NotImplementedError()
+
+    def _get_prompt(self) -> str:
+        raise NotImplementedError()
+
+    def _validate(self, answer: str) -> (bool, str):
+        raise NotImplementedError()
+
+    def init_stats_(self):
+        self.start_timestamp = time.time()
+        self.attempt_count = 0
+        self.attempt_timestamps = []
+        self.chat_log = []
+        self.is_solved = False
+        self.is_forfeited = False
+
+    def attach_stats_output_(self, filepath):
+        assert not self.stats_filepath
+        self.stats_filepath = filepath
+
+    def flush_stats_(self, user=None):
+        if self.stats_filepath:
+            with open(self.stats_filepath, mode='ab') as o:
+                if user:
+                    pickle.dump((time.time(), user), o)
+                else:
+                    pickle.dump((
+                        time.time(),
+                        self.attempt_count,
+                        self.attempt_timestamps,
+                        self.chat_log,
+                        self.is_solved,
+                        self.is_forfeited,
+                    ), o)
+            self.chat_log.clear()
+            self.attempt_timestamps.clear()
+        # won't flush if output filepath is unset
+
+    def finish_stats_(self, forfeit: bool = False) -> None:
+        assert not self.is_solved and not self.is_forfeited
+        self.end_timestamp = time.time()
+        if not forfeit:
+            self.is_solved = True
+        else:
+            self.is_forfeited = True
+
+    def generate_new_game(self, *args, **kwargs) -> None:
+        self._generate_new_game(*args, **kwargs)
+        self.init_stats_()
+
+    def load_game(self, *args, **kwargs) -> None:
+        self._load_game(*args, **kwargs)
+        self.init_stats_()
+
+    def get_prompt(self) -> str:
+        prompt = self._get_prompt()
+        self.chat_log.append((-2, prompt,))
+        self.flush_stats_()
+        return prompt
+
+    def validate(self, answer: str) -> (bool, str):
+        # print(self.start_timestamp, self.attempt_timestamps, self.is_solved, sep="\n", end="\n\n")
+        self.attempt_count += 1
+        self.attempt_timestamps.append(time.time())
+        self.chat_log.append((-1, answer,))
+        solved, val_msg = self._validate(answer)
+        self.chat_log.append((solved, val_msg,))
+        if solved:
+            self.finish_stats_()
+        self.flush_stats_()
+        return solved, val_msg
+
+    def is_game_reloadable(self) -> bool:
+        return _is_game_reloadable(self)
+
+
+def _is_game_reloadable(original_game: BaseGame) -> bool:
+    loaded_game = original_game.__class__()
+    try:
+        loaded_game.load_game(original_game.get_prompt())
+    except NotImplementedError:
+        print("..... lhooooo: Load Game not implemented .....\n")
+        return False
+    exclude_states = [
+        'start_timestamp', 'end_timestamp', 'chat_log', 'attempt_count', 'attempt_timestamps', 'is_solved',
+        *(original_game.exclude_states or [])
+    ]
+    original_game_states = {k: v for k, v in vars(original_game).items() if k not in exclude_states}
+    loaded_game_states = {k: v for k, v in vars(loaded_game).items() if k not in exclude_states}
+
+    ret = (original_game_states == loaded_game_states) and (original_game.get_prompt() == loaded_game.get_prompt())
+    if not ret:
+        pass
+    return ret

textgames/bracket_game/bracket_game.py

@@ -0,0 +1,190 @@
+import random
+import re
+from pathlib import Path
+from textgames.base_game import BaseGame
+#%%
+"""Example Prompt
+You are given a text archigasterbalersnitrosylsulfuric Your job is to put some valid parenthesis brackets in the text such that:
+- \"archigaster\" is inside a curly bracket
+- \"balers\" is inside a curly bracket
+- \"nitrosylsulfuric\" is inside a angle bracket
+The bracket depth must be 2.
+Print only the answer.
+"""
+
+
+#%%
+def sort_game_states(game):
+    game_states = {k: v for k, v in vars(game).items() if k not in game.exclude_states}
+    for k in game_states.keys():
+        if isinstance(game_states[k], list):
+            try:
+                game_states[k].sort()
+            except:
+                print("ignore the sort")
+
+
+#%%
+class BracketGame(BaseGame):
+    @staticmethod
+    def get_game_name() -> str:
+        return "🗳️\tBracket Game"
+
+    def __init__(self):
+        super().__init__()
+        self.exclude_states = ["possible_ans", "WORD_LIST", "MULTI_WORD_LIST", "multi_word", "words"]
+
+        self.WORD_LIST = []
+        self.MULTI_WORD_LIST = []
+
+        with open(str(Path(__file__).absolute()).replace("bracket_game/bracket_game.py","") + "assets/kb/word_list.txt") as f:
+            for line in f:
+                self.WORD_LIST.append(line.replace("\n", ""))
+
+        self.BRACKETS = [["block", "[", "]"], ["curly", "{", "}"], ["round", "(", ")"], ["angle", "<", ">"]]
+        self.rules = []
+        self.words = []
+        self.string = ""
+        self.depth = None
+        self.multi_word = False
+        self.create_multiple_words()
+
+    def create_multiple_words(self):
+        for i in range(1000):
+            num1 = random.randint(0, len(self.WORD_LIST)-1)
+            num2 = random.randint(0, len(self.WORD_LIST)-1)
+            if num1 != num2:
+                self.MULTI_WORD_LIST.append(self.WORD_LIST[num1] + self.WORD_LIST[num2])
+
+    def _validate(self, answer: str) -> (bool, str):
+        for rule in self.rules:
+            arr = answer.split(rule[0])
+            
+            if rule[1][1] not in arr[0] or rule[1][2] not in arr[1]:
+                val_msg = f"{rule[0]} is not between the correct bracket, {rule[1][1]} not in {arr[0]} and {rule[1][2]} not in {arr[1]}"
+                return False, val_msg
+            
+        filter_answer = answer
+        for i in range(0, 26):
+            cc = chr(ord("a") + i)
+            filter_answer = filter_answer.replace(cc,"")
+
+            cc = chr(ord("A") + i)
+            filter_answer = filter_answer.replace(cc,"")
+        
+        open_bracket_list = ["[", "{", "(", "<"]
+        close_bracket_map = {
+            "[":"]", "{":"}", "(":")", "<":">"
+        }
+
+        # check max depth
+        count = 0
+        st = []
+
+        for i in range(len(filter_answer)):
+            if (filter_answer[i] in open_bracket_list):
+                st.append(filter_answer[i]) # pushing the bracket in the stack
+            else:
+                if len(st) > 0 and (filter_answer[i] == close_bracket_map[st[-1]]):
+                    if (count < len(st)):
+                        count = len(st)
+                    st.pop()
+                else:
+                    val_msg = "There is a closing bracket without an open bracket"
+                    return False, val_msg
+        
+        if count == self.depth:
+            return True, ""
+        else:       
+            val_msg = f"The depth of the bracket is {count}. The expected depth is {self.depth}"
+            return False, val_msg
+
+    def _generate_new_game(self, *args, **kwargs) -> None:
+        num_words = kwargs["num_words"]
+        num_rules = kwargs["num_rules"]
+        self.depth = kwargs["depth"]
+        self.multi_word = kwargs["multi_word"]
+
+        assert num_words >= num_rules
+
+        self.rules = []
+        self.words = []
+        self.string = ""
+
+        for _ in range(num_words):
+            if self.multi_word:
+                toggle_multi_word = random.randint(0, 1)
+                if toggle_multi_word == 1:
+                    word = self.MULTI_WORD_LIST[random.randint(0, len(self.MULTI_WORD_LIST)-1)]
+                else:
+                    word = self.WORD_LIST[random.randint(0, len(self.WORD_LIST)-1)]
+            else:
+                word = self.WORD_LIST[random.randint(0, len(self.WORD_LIST)-1)]
+                while word in self.words:
+                    word = self.WORD_LIST[random.randint(0, len(self.WORD_LIST)-1)]
+            self.string += word
+            self.words.append(word)
+
+        self.chosen_words = []
+        for _ in range(num_rules):
+            cur_word = self.words[random.randint(0, len(self.words)-1)]
+            while cur_word in self.chosen_words:
+                cur_word = self.words[random.randint(0, len(self.words)-1)]
+            self.chosen_words.append(cur_word)
+            
+            bracket = self.BRACKETS[random.randint(0, len(self.BRACKETS)-1)]
+            self.rules.append([cur_word, bracket])
+
+        sort_game_states(self)
+
+    def _get_prompt(self) -> str:
+        prompt = f"You are given a text {self.string} Your job is to put some valid parenthesis brackets in the text such that:\n"
+        for rule in self.rules:
+            prompt += f"- \"{rule[0]}\" is inside a {rule[1][0]} bracket\n"
+        prompt += f"The bracket depth must be {self.depth} and print only the answer\n"
+        return prompt
+
+    def _load_game(self, state_string):
+        pattern_str = re.compile(r"text ([a-zA-Z0-9]+) Your")
+        pattern_str_rule = re.compile(r"- \"([a-zA-Z]+)\" is")
+        pattern_depth = re.compile(r"must be ([0-9]+).")
+        
+        def extract_variable(pattern, input_string, mode):
+            match = pattern.search(input_string)
+            if match:
+                if mode == "number":
+                    return int(match.group(1))
+                else:
+                    return match.group(1)
+            else:
+                return 0
+            
+        content = state_string.split("the text such that:")[1].split("\nThe bracket depth must be")[0].split("\n")
+
+        self.words = []
+        self.rules = []
+        self.chosen_words = []
+
+        self.string = extract_variable(pattern_str, state_string, "string")
+        for row in content[1:]:
+            word = extract_variable(pattern_str_rule, row, "string")
+
+            bracket = row.split("inside a")[1].split("bracket")[0].strip()
+            self.words.append(word)
+            bracket_obj = None
+            for obj in self.BRACKETS:
+                if obj[0] == bracket:
+                    bracket_obj = obj
+                    break
+            self.chosen_words.append(word)
+            self.rules.append([word, bracket_obj])
+
+        self.depth = extract_variable(pattern_depth, state_string, "number")
+
+        with open(str(Path(__file__).absolute()).replace("bracket_game/bracket_game.py","") + "assets/kb/word_list.txt") as f:
+            for line in f:
+                self.WORD_LIST.append(line.replace("\n", ""))
+
+        self.create_multiple_words()        
+
+        sort_game_states(self)

textgames/crossword_arranger/crossword_arranger.py

@@ -0,0 +1,150 @@
+#%%
+import re
+import random
+from typing import List, Optional
+from itertools import chain
+
+from textgames.base_game import BaseGame
+from textgames.assets.word_list import PrefixTrie, get_word_list_by_length
+
+#%%
+# len_count = dict(sorted([(k, len(v)) for k, v in WORDS_BY_LEN.items()]))
+# cumsum, weighted = 0, 0
+# for k, v in len_count.items():
+#     cumsum += v
+#     weighted += k*v
+#
+# #%%
+# print(weighted / cumsum)
+
+
+#%%
+def find_solution(size, word_list):
+    """Given the board size and the list of words, find a possible crossword arrangement."""
+    prefix_trie = PrefixTrie(word_list)
+    p_row, p_col = [prefix_trie.root] * size, [prefix_trie.root] * size
+
+    def find_char_for(r, c):
+        if r >= size:
+            return True
+        if c >= size:
+            return find_char_for(r + 1, 0)
+
+        cur_r, cur_c = p_row[r], p_col[c]
+        edges = list(cur_r.children.keys())
+        for ch in random.sample(edges, k=len(edges)):
+            nex_r = cur_r.children[ch]
+            if ch not in cur_c.children:
+                continue
+            nex_c = cur_c.children[ch]
+
+            p_row[r], p_col[c] = nex_r, nex_c
+            nex_r.capacity -= 1
+            nex_c.capacity -= 1
+            if (nex_r.capacity > -1) and (nex_c.capacity > -1) and find_char_for(r, c+1):
+                return True
+            nex_c.capacity += 1
+            nex_r.capacity += 1
+            p_row[r], p_col[c] = cur_r, cur_c
+
+    if not find_char_for(0, 0):
+        return None
+    else:
+        return [p.word for p in p_row], [p.word for p in p_col]
+
+
+#%%
+
+
+#%%
+class CrosswordArrangerGame(BaseGame):
+    @staticmethod
+    def get_game_name() -> str:
+        return "📰\tCrossword Arranger"
+
+    def __init__(self, board_size: Optional[int] = None, full_word_list: Optional[List[str]] = None):
+        super().__init__()
+        self.board_size = board_size
+        self.full_word_list = full_word_list
+        self.possible_ans = None
+        self.noise_ratio = None
+        self.word_list = None
+        self.exclude_states = ['full_word_list', 'possible_ans', 'noise_ratio']
+
+    def _generate_new_game(self, *args, **kwargs) -> None:
+        if kwargs.get("no_ans_prob", .0) > .0:
+            raise NotImplementedError("Arranger with No Answer is not yet implemented")
+        if not kwargs.get("no_duplicate", True):
+            raise NotImplementedError("Arranger with Duplicate word is not yet implemented")
+
+        self.board_size = int(kwargs.get("board_size", self.board_size or 3))
+        self.full_word_list = kwargs.get("full_word_list", self.full_word_list or get_word_list_by_length(corpus=(
+            {"oxford5k_opal"} if self.board_size < 5 else {"oxford5k_opal", "nltk_words"}
+        ))[self.board_size])
+
+        if ("preset_config" in kwargs) and (kwargs["preset_config"] == 1):
+            # car
+            # ago
+            # bed
+            min_word_list = ["age", "ago", "bed", "cab", "car", "rod"]
+            self.possible_ans = ["car", "ago", "bed"]
+            self.noise_ratio = .25
+
+        else:
+            ans_hor, ans_ver = find_solution(self.board_size, word_list=self.full_word_list)
+            min_word_list = list(chain(ans_hor, ans_ver))
+            self.possible_ans = ans_hor
+            self.noise_ratio = kwargs.get("noise_ratio", self.noise_ratio or .5)
+
+        self.word_list = [*min_word_list]
+        for _ in range(round(len(min_word_list) * self.noise_ratio / (1 - self.noise_ratio))):
+            while (next_word := random.choice(self.full_word_list)) in self.word_list:
+                pass
+            self.word_list.append(next_word)
+        self.word_list = sorted(self.word_list)
+
+    def _load_game(self, state_string):
+        pat_board_size = re.compile(r"Given a board size of (\d+)x\d+,")
+        self.board_size = int(pat_board_size.search(state_string).group(1))
+        pat_word_list = re.compile(r"List of words:\n((- [a-z]+\n)+)\nPrint only the answer.")
+        word_list_str = pat_word_list.search(state_string).group(1).strip()
+        self.word_list = sorted(map(lambda t: t.strip("- "), word_list_str.split('\n')))
+
+    def _get_prompt(self) -> str:
+        prompt = (
+            f"Given a board size of {self.board_size}x{self.board_size}, "
+            "arrange a possible crossword puzzle answer from a list of words.\n"
+            "Item in the list can only be used once.\n"
+        )
+
+        prompt += "\nList of words:\n"
+        for word in self.word_list:
+            prompt += f"- {word}\n"
+
+        prompt += "\nPrint only the answer."
+        return prompt
+
+    def _validate(self, answer: str) -> (bool, str):
+        ans_hor = list(filter(None, answer.lower().replace(' ', '\n').split("\n")))
+        val_msg = ""
+        if len(ans_hor) != self.board_size:
+            val_msg = f"Mismatch answer length found!! Expected size of {self.board_size}, got {len(ans_hor)}."
+            return False, val_msg
+        ans_ver = [''.join(ans_hor[r][c] for r in range(self.board_size)) for c in range(self.board_size)]
+        word_set = set(self.word_list)
+        for w in chain(ans_hor, ans_ver):
+            if w not in word_set:
+                return False, val_msg
+            word_set.remove(w)
+        return True, val_msg
+
+
+#%%
+
+
+#%%
+
+
+#%%
+
+

textgames/islands/islands.py

@@ -0,0 +1,197 @@
+import re
+import numpy as np
+import random
+import math
+from textgames.base_game import BaseGame
+from typing import List
+#%%
+"""Example Prompt
+You are asked to construct a 2D [N] x [N] grid, consisting of water tiles (denoted by ’.’), 
+land tiles (denoted by ’#’), and coconut tree tiles (denoted by ’o’). 
+Coconut tree tiles are also considered as land tiles. 
+
+A group of connected land tiles in 4 cardinal directions forms an island.
+
+Your 2D grid must follow the following rules:
+- There must be exactly [K] islands.
+- The size of each island must be at least [Y] tiles.
+- There must be exactly [L] islands that have coconut trees on them.
+- There must be exactly [C] total coconut trees.
+
+Print only the answer.
+"""
+
+"""Rule Constraint
+Grid size 5 <= N <= 8
+
+num islands 1 <= K <= 5
+island size 1 <= Y < Z <= 10
+
+total coconut trees should fit the minimum total land tiles (to simplify)
+
+Print only the answer
+"""
+
+#%%
+class Islands(BaseGame):
+    @staticmethod
+    def get_game_name() -> str:
+        return "🏝️\tIslands"
+
+    def __init__(self):
+        super().__init__()
+        self.exclude_states = []
+
+    def _load_game(self, state_string):
+        pattern_N = re.compile(r"construct a 2D (\d+) x \d+ grid")
+        pattern_num_islands = re.compile(r"exactly (\d+) islands")
+        pattern_island_size_min = re.compile(r"from (\d+) to \d+ tiles")
+        pattern_island_size_max = re.compile(r"from \d+ to (\d+) tiles")
+        pattern_island_with_coconut = re.compile(r"exactly (\d+) islands that have coconut")
+        pattern_total_coconuts = re.compile(r"exactly (\d+) total coconut trees")
+        
+        def extract_variable(pattern, input_string):
+            match = pattern.search(input_string)
+            if match:
+                return int(match.group(1))
+            else:
+                return 0
+
+        self.N = extract_variable(pattern_N, state_string)
+        self.num_islands = extract_variable(pattern_num_islands, state_string)
+        self.island_size_min = extract_variable(pattern_island_size_min, state_string)
+        self.island_size_max = extract_variable(pattern_island_size_max, state_string)
+        self.island_with_coconut = extract_variable(pattern_island_with_coconut, state_string)
+        self.total_coconuts = extract_variable(pattern_total_coconuts, state_string)
+
+
+    def _generate_new_game(self, N = None, num_islands = None, island_size_min = None, island_size_max = None, island_with_coconut = None, total_coconuts = None):
+        if N is None:
+            N = random.randint(5, 8)
+        if num_islands is None:
+            num_islands = random.randint(1, 6)
+
+        if island_size_min is None:
+            worst_case = math.floor((N * N // num_islands) * 0.6)
+
+            island_size_min = random.randint(1, worst_case)
+
+        if island_size_max is None:
+            island_size_max = random.randint(island_size_min, worst_case)
+        
+        if island_with_coconut is None:
+            island_with_coconut = random.randint(1, num_islands)
+
+        if total_coconuts is None:
+            total_coconuts = min(random.randint(island_with_coconut, island_with_coconut * island_size_min), 6)
+
+        self.N = N
+        self.num_islands = num_islands
+        self.island_size_min = island_size_min
+        self.island_size_max = island_size_max
+        self.island_with_coconut = island_with_coconut
+        self.total_coconuts = total_coconuts
+
+    def _validate(self, answer: str) -> (bool, str):
+
+        # clean up the input, to make it more flexible towards formatting
+        answer = answer.split("\n")
+        answer = [a.replace(" ", "").lower().strip() for a in answer]
+
+        # check the size
+        if len(answer) != self.N or len(answer[0]) != self.N:
+            val_msg = f"2D grid is not {self.N} x {self.N}. ({len(answer)} x {len(answer[0])})"
+            return False, val_msg
+
+        # check the tiles, ensure they are valid
+        for a in answer:
+            for c in a:
+                if c != 'o' and c != '.' and c != '#':
+                    val_msg = f'2D contains invalid character ({c})'
+                    return False, val_msg
+
+        islands = []
+        # build the islands, denoted as a set of coordinate and tile
+        visited = [[False] * self.N for _ in range(self.N)] # for flood-fill
+
+        # helper flood-fill
+        def flood_fill(x, y, answer, visited, island_set):
+
+            if x < 0 or y < 0 or x == self.N or y == self.N or answer[x][y] == '.' or visited[x][y]:
+                return
+
+            visited[x][y] = True
+            island_set.add((x, y, answer[x][y]))
+
+            flood_fill(x + 1, y, answer, visited, island_set)
+            flood_fill(x, y + 1, answer, visited, island_set)
+            flood_fill(x - 1, y, answer, visited, island_set)
+            flood_fill(x, y - 1, answer, visited, island_set)
+
+        for i in range(self.N):
+            for j in range(self.N):
+                if answer[i][j] != '.' and visited[i][j] == False:
+                    island_set = set()
+                    flood_fill(i, j, answer, visited, island_set)
+                    islands.append(island_set)
+        
+        # constraint 1: has exactly K islands
+        if len(islands) != self.num_islands:
+            val_msg = f"There must be exactly {self.num_islands} islands, but you provided {len(islands)} islands"
+            return False, val_msg
+
+        # constraint 2: island size
+        for island in islands:
+            if len(island) < self.island_size_min or len(island) > self.island_size_max:
+                val_msg = f"The size of each island must be from {self.island_size_min} to {self.island_size_max} tiles"
+                return False, val_msg
+
+        # constraint 3: islands with coconut
+        solution_island_with_coconut = 0
+
+        for island in islands:
+            has_coconut = any(c == 'o' for _, _, c in island)
+            if has_coconut:
+                solution_island_with_coconut += 1
+        if solution_island_with_coconut != self.island_with_coconut:
+            val_msg = f"There must be exactly {self.island_with_coconut} islands that have coconut trees on them"
+            return False, val_msg
+
+        # constraint 4: total coconut trees
+        solution_total_coconuts = sum(c == 'o' for island in islands for _, _, c in island)
+
+        if solution_total_coconuts != self.total_coconuts:
+            val_msg = f"There must be exactly {self.total_coconuts} total coconut trees."
+            return False, val_msg
+
+        return True, ""
+
+    def _get_prompt(self):
+        if self.island_with_coconut == 0:
+            prompt = f"""You are asked to construct a 2D {self.N} x {self.N} grid, consisting of water tiles (denoted by ’.’), 
+land tiles (denoted by ’#’). 
+
+A group of connected land tiles in 4 cardinal directions forms an island.
+
+Your 2D grid must follow the following rules:
+- There must be exactly {self.num_islands} islands.
+- The size of each island must be from {self.island_size_min} to {self.island_size_max} tiles.
+
+Print only the answer.
+"""
+        else:
+            prompt = f"""You are asked to construct a 2D {self.N} x {self.N} grid, consisting of water tiles (denoted by ’.’), 
+land tiles (denoted by ’#’), and coconut tree tiles (denoted by ’o’). 
+Coconut tree tiles are also considered as land tiles. 
+
+A group of connected land tiles in 4 cardinal directions forms an island.
+
+Your 2D grid must follow the following rules:
+- There must be exactly {self.num_islands} islands.
+- The size of each island must be from {self.island_size_min} to {self.island_size_max} tiles.
+- There must be exactly {self.island_with_coconut} islands that have coconut trees on them.
+- There must be exactly {self.total_coconuts} total coconut trees.
+
+Print only the answer.
+"""
+        return prompt