app.py

import streamlit as st
import streamlit.components.v1 as components

from textworld_express import TextWorldExpressEnv

description = """
[ArXiv Paper](https://arxiv.org/abs/2208.01174) | [Github Repo](https://github.com/cognitiveailab/TextWorldExpress)
"""
st.title("TextWorldExpress Demo")
st.markdown(description)

# Apply custom CSS.
with open('style.css')as f:
    st.markdown(f"<style>{f.read()}</style>", unsafe_allow_html=True)

env = st.session_state.get("env")
if env is None:
    env = TextWorldExpressEnv()
    st.session_state["env"] = env

#seed = st.session_state.get("seed")
obs = st.session_state.get("obs")
infos = st.session_state.get("infos")
history = st.session_state.get("history")
if history is None:
    history = []
    st.session_state["history"] = history

def clear_history():
    history.clear()


with st.sidebar:
    st.title("TextWorldExpress Demo")
    st.markdown(description)
    game = st.selectbox("Game:", env.getGameNames(), on_change=clear_history)

    with st.expander("Settings"):

        seed = st.number_input("Seed:", 0, 2**16, value=4242, on_change=clear_history)

        if game == "cookingworld":
            nb_ingredients = st.number_input("Ingredients:", 1, 5, value=3, on_change=clear_history,
                                             help="The number of ingredients to use in generating the random recipe.")
            nb_locations = st.number_input("Locations:", 1, 11, value=5, on_change=clear_history,
                                           help="The number of locations in the environment.")
            nb_distractors = st.number_input("Distractors:", 0, 10, value=5, on_change=clear_history,
                                             help="The number of distractor ingredients (not used in the recipe) in the environment.")
            with_doors = st.checkbox("With doors?", value=True, on_change=clear_history,
                                     help="Whether rooms have doors that need to be opened.")
            limited_inventory = st.checkbox("Limit inventory?", value=False, on_change=clear_history,
                                            help="Whether the size of the inventory is limited.")
            params = f"numLocations={nb_locations},numIngredients={nb_ingredients},numDistractorItems={nb_distractors},includeDoors={int(with_doors)},limitInventorySize={int(limited_inventory)}"

        elif game == "twc":
            nb_items = st.number_input("Items:", 1, 10, value=3, on_change=clear_history,
                                       help="The number of items to put away.")
            nb_locations = st.number_input("Locations:", 1, 3, value=3, on_change=clear_history,
                                           help="The number of locations in the environment.")
            with_doors = st.checkbox("With doors?", value=True, on_change=clear_history,
                                     help="Whether rooms have doors that need to be opened.")
            limited_inventory = st.checkbox("Limit inventory?", value=False, on_change=clear_history,
                                            help="Whether the size of the inventory is limited.")
            params = f"numLocations={nb_locations},numItemsToPutAway={nb_items},includeDoors={int(with_doors)},limitInventorySize={int(limited_inventory)}"

        elif game == "coin":
            nb_locations = st.number_input("Locations:", 1, 11, value=3, on_change=clear_history,
                                           help="The number of locations in the environment.")
            nb_distractors = st.number_input("Distractors:", 0, 10, value=5, on_change=clear_history,
                                             help="The number of distractor (i.e. non-coin) items in the environment.")
            with_doors = st.checkbox("With doors?", value=True, on_change=clear_history,
                                     help="Whether rooms have doors that need to be opened.")
            limited_inventory = st.checkbox("Limit inventory?", value=False, on_change=clear_history,
                                            help="Whether the size of the inventory is limited.")
            params = f"numLocations={nb_locations},numDistractorItems={nb_distractors},includeDoors={int(with_doors)},limitInventorySize={int(limited_inventory)}"

        else:
            params=""


if len(history) == 0:
    obs, infos = env.reset(int(seed), gameFold="train", gameName=str(game), gameParams=params)
    obs, reward, done, infos = env.step("look around")
    st.session_state["obs"] = obs
    st.session_state["infos"] = infos
    history.append(("", env.getTaskDescription()))
    history.append(("look around", obs))

def step():
    act = st.session_state.action
    if act:
        obs, reward, done, infos = env.step(act)
        history.append((act, obs))
        st.session_state["obs"] = obs
        st.session_state["infos"] = infos

        if act == "reset":
            clear_history()


with st.sidebar:
    # st.warning(env.getTaskDescription())
    st.success(f"Score:  {infos['score']}")

    valid_actions = [""] + sorted(infos["validActions"])
    if infos['done']:
        valid_actions = ["", "reset"]

    #act = st.selectbox('Action:', options=valid_actions, index=0, on_change=step, key="action")

for act, obs in history:
    if act:
        st.write("> " + act)

    if obs:
        st.info(obs.replace('\n  ', '\n- ').replace('\n\t', '\n- '))

act = st.selectbox('Next action:', options=valid_actions, index=0, on_change=step, key="action")

st.warning(f"Current score:  {infos['score']} out of 1.0")

if infos['tasksuccess']:
    with st.sidebar:
        st.balloons()

    st.success("Congratulations! You have completed the task.")

elif infos['taskfailure']:
    with st.sidebar:
        st.snow()

    st.error("You have failed the task.")


# Auto scroll at the bottom of the page.
components.html(
f"""
    <p>{st.session_state.obs}</p>
    <script>
        window.parent.document.querySelector('section.main').scrollTo(0, window.parent.document.querySelector('section.main').scrollHeight);
    </script>

# """,
height=0
)