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import json
import uuid
import os
import pathlib
from uuid import uuid4
from datetime import datetime
import dataclasses
import html
import base64
import requests
import secrets
from fasthtml.common import *
from fastcore.all import typedispatch
from sqlite_minutils.db import Database
from huggingface_hub import CommitScheduler
import eval_code
import storage
# the secrets. Will be loaded from HF, or for docker --env-file or from IDE
OAUTH_CLIENT_ID = os.environ.get('OAUTH_CLIENT_ID')
OAUTH_SCOPES = os.environ.get('OAUTH_SCOPES')
OAUTH_CLIENT_SECRET = os.environ.get('OAUTH_CLIENT_SECRET')
OPENID_PROVIDER_URL = os.environ.get("OPENID_PROVIDER_URL", "https://huggingface.co")
SPACE_HOST = os.environ.get('SPACE_HOST')
HF_DATASET_AUTH_TOKEN = os.environ.get('HF_DATASET_AUTH_TOKEN', "(none)")
OPENAI_KEY = os.environ.get('OPENAI_KEY', "(none)")
try:
DEFAULT_ANONYMOUS_USER_LEVEL = int(os.environ.get('DEFAULT_ANONYMOUS_USER_LEVEL', 0))
except:
DEFAULT_ANONYMOUS_USER_LEVEL = 0
LOCAL_STORAGE_PATH = ""
datetime_now = datetime.isoformat(datetime.utcnow())
FILE_EVENTS_NAME = f"events-{datetime_now}-{uuid4()}.jsonl"
FILE_SUBMITTED_NAME = f"submitted-{datetime_now}-{uuid4()}.jsonl"
if "localhost" in SPACE_HOST:
IS_LOCALHOST = True
else:
IS_LOCALHOST = False
if IS_LOCALHOST:
DATABASE_NAME = "data/sessions_meta.db"
LOCAL_STORAGE_PATH = Path("data/persistent/")
# pathlib.Path(DATABASE_NAME).unlink(missing_ok=True)
print(f"Database {DATABASE_NAME=} exists? {pathlib.Path(DATABASE_NAME).exists()}")
else:
DATABASE_NAME = "/tmp/cache/sessions_meta.db"
LOCAL_STORAGE_PATH = Path("/tmp/cache/persistent")
LOCAL_STORAGE_PATH.mkdir(exist_ok=True, parents=True)
EVENTS_FILE_PATH = LOCAL_STORAGE_PATH / FILE_EVENTS_NAME
SUBMITTED_FILE_PATH = LOCAL_STORAGE_PATH / FILE_SUBMITTED_NAME
scheduler = None
try:
if HF_DATASET_AUTH_TOKEN != "(none)":
scheduler = CommitScheduler(
repo_id="ml-visoft/c-reviewer",
repo_type="dataset",
folder_path=LOCAL_STORAGE_PATH,
every=10,
path_in_repo="raw_data",
token=HF_DATASET_AUTH_TOKEN,
squash_history=False
)
except:
import traceback
traceback.print_exc()
global_database = Database(DATABASE_NAME)
global_database_tables = global_database.t
# We store session specific feedback from registered users.
# Will be later used to submit/storage the answer.
question_evaluation_table = global_database_tables.question_answer
if question_evaluation_table not in global_database_tables:
question_evaluation_table.create(id=int, code_text=str,
answer_eval_text=str, submitted=int, pk='id')
Question_Evaluation_cls = question_evaluation_table.dataclass()
# We store real-time session IDs and the state of the questions. Will link to question_answer
session_state_table = global_database_tables.session_state
if session_state_table not in global_database_tables:
# session_id stored in cookies
# see EVAL_STATUS_x below for state
session_state_table.create(id=int, session_id=str, state=int, submitted_date=str, evaluated_date=str,
current_qeval=int, pk='id',)
# Can't really nail the fk specs
# foreign_keys=[("current_qeval", question_evaluation_table, "id")])
Session_State_cls = session_state_table.dataclass()
EVAL_STATE_NEW=0
EVAL_STATE_QUERY=1
EVAL_STATE_TIMEDOUT=2
EVAL_STATE_ANSWER=3
EVAL_STATE_ERROR=4
# Constants to name the various HTML ids in the code
HTML_SUBMIT_CODE_AREA = "submit_code_area"
HTML_RESULTS_AREA = "prompt_response"
HTML_CLEAR_FORM = "clear_the_form"
HTML_USER_DATA = "login_user_data"
OAUTH_SECRET_SESSION_NAME = "oauth_secret"
USER_DATA_SESSION_NAME = "user_data"
def get_openid_configuration():
"""
Nicely read the HF openid endpoints and configure them.
:return:
"""
config_url = OPENID_PROVIDER_URL + "/.well-known/openid-configuration"
try:
response = requests.get(config_url)
response.raise_for_status() # Raises an HTTPError for bad responses (4xx or 5xx)
config = response.json()
token_endpoint = config.get('token_endpoint')
userinfo_endpoint = config.get('userinfo_endpoint')
return token_endpoint, userinfo_endpoint
except requests.RequestException as e:
print(f"An error occurred: {e}")
return None, None
# Use the function
HF_OAUTH_TOKEN_URL, HF_OAUTH_USERINFO = get_openid_configuration()
if HF_OAUTH_TOKEN_URL and HF_OAUTH_USERINFO:
print(f"Token Endpoint: {HF_OAUTH_TOKEN_URL}")
print(f"UserInfo Endpoint: {HF_OAUTH_USERINFO}")
else:
print("Failed to retrieve the endpoints.")
hdrs = (
HighlightJS(langs=['python', 'c', 'c++']),
Link(rel="stylesheet", href="https://cdnjs.cloudflare.com/ajax/libs/flexboxgrid/6.3.1/flexboxgrid.min.css", type="text/css"),
# Meta(name="htmx-config", content='{"defaultSwapStyle":"outerHTML"}')
)
if IS_LOCALHOST:
# Are we hacking locally?
print("Localhost detected in SPACE_HOST. App started in debug+live mode!")
app, rt = fast_app(debug=True, live=True, hdrs=hdrs)
REFRESH_TIME = 0.1
EVAL_TIMEOUT_SECONDS = 5
else:
app, rt = fast_app(debug=False, live=False, hdrs=hdrs)
REFRESH_TIME = 1
EVAL_TIMEOUT_SECONDS = 15
openai_client = eval_code.get_the_openai_client(OPENAI_KEY)
################# STORAGE
def untyped_save_to_storage(dc, filename):
def __write_to_file(_filename, _dc):
js_str = json.dumps(dataclasses.asdict(_dc)) + "\n"
with open(_filename, "a") as f:
f.write(js_str)
if scheduler is None and IS_LOCALHOST:
# this is on local system, dump without checking for backup strategy
__write_to_file(filename, dc)
return
with scheduler.lock:
__write_to_file(filename, dc)
@typedispatch
def save_to_storage(nav_event:storage.NavigationEvent):
untyped_save_to_storage(nav_event, EVENTS_FILE_PATH)
@typedispatch
def save_to_storage(eval_event:storage.CodeSubmittedEvent):
untyped_save_to_storage(eval_event, SUBMITTED_FILE_PATH)
########## EVALUATION FEEDBACK
def validate_and_get_question_evaluation_objectid(session, qe_id:int):
"""
Interrogates the tables to see the current answer AND current feedback if any
:param session:
:param qe_id:
:return:
"""
if 'session_id' not in session:
print("validate_and_get_question_evaluation_objectid bad session data")
return False, None, None
session_id = session["session_id"]
state_rows = session_state_table(limit=1, where=f"session_id == '{session_id}'", order_by="id DESC")
if len(state_rows) <= 0:
print("validate_and_get_question_evaluation_objectid there is no state")
return False, None, None
answer_id = state_rows[0].current_qeval
qa_obj_row = question_evaluation_table(limit=1, where=f"id == {answer_id}")
if len(qa_obj_row) <= 0:
print("validate_and_get_question_evaluation_objectid There is no answer recorded")
return False, None, None
qe_obj = qa_obj_row[0]
if qe_id != qe_obj.id:
print(f"validate_and_get_question_evaluation_objectid QE {qe_id} does not belong to {qe_obj.id}")
return False, None, None
return True, qe_obj, state_rows[0]
def html_create_feedback_updown_button(qe_id, ans_id, selected=0, disabled=False):
"""
Thumbs up/down button rendering.
:param qe_id:
:param ans_id:
:param selected:
:param disabled:
:return:
"""
html_target_id = f"buttons_{ans_id}"
colors = ["grey", "blue"]
up_col = colors[0]
down_col = colors[0]
if selected == 1: up_col = colors[1]
if selected == -1: down_col = colors[1]
toggle_url = f"/toggle_up_down/{qe_id}/{ans_id}"
up = Button("👍", hx_get=f"{toggle_url}/1", disabled=disabled, target_id=html_target_id,
hx_swap="outerHTML", style=f"background-color:{up_col}")
down = Button("👎", hx_get=f"{toggle_url}/-1", disabled=disabled, target_id=html_target_id,
hx_swap="outerHTML", style=f"background-color:{down_col}")
button_row = Div(up, down, id=html_target_id, _class="box col-xs-1",
style=f"flex: 0 0 auto; display: flex; gap: 5px; margin-right: 10px;")
return button_row
def html_augment_signle_evaluation_text_with_feedback(eval_html, qe_obj, ans_id, show_feedback_buttons=False):
"""
Will plot the + / - buttons for feedback.
:param eval_html:
:param qe_obj:
:param ans_id:
:return:
"""
answer_eval_js = json.loads(qe_obj.answer_eval_text)
if show_feedback_buttons:
buttons = html_create_feedback_updown_button(qe_obj.id, ans_id, answer_eval_js[ans_id]["EVAL"],
disabled=(qe_obj.submitted == 1))
else:
buttons = Div("")
final_div = Div(eval_html, buttons,
style=" background-color: #f0f0f0; display: flex; "
"width: 98%; margin: 16px; padding: 3px; align-items: center;", cls="row")
return final_div
@rt("/toggle_up_down/{qe_id}/{ans_id}/{which}")
def get(session, qe_id:int, ans_id:int, which:int):
"""
Answer to the +/- button presses
:param session:
:param qe_id:
:param ans_id:
:param which:
:return:
"""
# print(qe_id, ans_id, which)
if which not in {-1, 1}:
print(f"The {which=} is bad")
return None
# print(f"{qe_id=} {ans_id=} {which=}")
is_ok, qe_obj, session_obj = validate_and_get_question_evaluation_objectid(session, qe_id)
if not is_ok:
print("toggle_up_down made session/object error")
return "Error"
save_to_storage(
storage.NavigationEvent(event_type="/toggle_up_down", event_session_id=session_obj.session_id,
event_params={"question_evaluation_id":qe_id, "answer_id":ans_id, "which":which}),
)
answer_eval_js = json.loads(qe_obj.answer_eval_text)
crt_selection = answer_eval_js[ans_id]["EVAL"]
input_button = which
out_selection = (input_button if crt_selection == 0 else (0 if crt_selection == input_button else input_button))
print(f"out selection: {out_selection}")
# store it back in DB
answer_eval_js[ans_id]["EVAL"] = out_selection
qe_obj.answer_eval_text = answer_eval_js
qe_obj.submitted = False # mark object as dirty
question_evaluation_table.upsert(qe_obj)
buttons= html_create_feedback_updown_button(qe_id, ans_id, selected=out_selection)
return buttons
def html_get_textual_feedback_form(qe_obj,):
if qe_obj.submitted == 1:
ph = "Thank you!"
else:
ph = "Write your general feedback here"
form = Form(Input(name="freeform_feedback", placeholder=ph),
Button("Submit", disabled=(qe_obj.submitted == 1)), hx_post=f"/submit_feedback/{qe_obj.id}",
target_id=HTML_RESULTS_AREA, hx_swap="outerHTML",)
div = Div(P("Give us a general feedback for the evaluation (optional)"), form)
return div
@rt("/submit_feedback/{qe_id}")
def post(session, qe_id:int, freeform_feedback:str):
is_ok, qe_obj, session_obj = validate_and_get_question_evaluation_objectid(session, qe_id)
if not is_ok:
print("submit_feedback made session/object error")
return "Error"
ulevel = get_user_level(session)
if ulevel < 2:
return P("Unauthorized. Log in to submit feedback.")
# Update the object
session_id = session.get("session_id", "Not set")
save_to_storage(
storage.NavigationEvent(event_type="/submit_feedback", event_session_id=session_id,
event_params={"question_evaluation_id":qe_id})
)
if len(freeform_feedback) > 10000:
freeform_feedback = freeform_feedback[:10000]
answer_eval_js = json.loads(qe_obj.answer_eval_text)
answer_eval_js[0]["explanation"] = freeform_feedback
qe_obj.submitted = True
qe_obj.answer_eval_text = json.dumps(answer_eval_js)
question_evaluation_table.upsert(qe_obj)
user_data = session.get(USER_DATA_SESSION_NAME, {})
save_to_storage(
storage.CodeSubmittedEvent(event_session_id=session["session_id"], db_question_evaluation_id=qe_obj.id,
submitted_date=session_obj.submitted_date,
received_date=session_obj.evaluated_date,
code_to_eval=qe_obj.code_text, evaluation_response=qe_obj.answer_eval_text,
has_feedback=True, feedback_date=datetime.isoformat(datetime.utcnow()),
feedback_userdata=user_data)
)
return tl_html_results_and_feedback_area(session)
####### EVALUATE CODE
def html_format_code_review_form(qe_obj, show_feedback_buttons):
"""
Formats the code review, adding fields for feedback if it is required.
:param feedback_js:
:param c_code:
:param html_id:
:return:
"""
c_code = qe_obj.code_text
enhanced_answer = json.loads(qe_obj.answer_eval_text)
list_of_citerias = []
for caug_code, caug_txt in eval_code.CODE_AUGMENTATIONS:
crit_tag = [H3(caug_code), P(caug_txt)]
# list_of_citerias.extend(crit_tag)
# yeah, I know . . .
eval_txt_fb_list = []
for k, eval_line in enumerate(enhanced_answer):
if caug_code == eval_line["criteria"]:
eval_txt = Div(P(eval_line["explanation"]), style="flex: 1; margin-right: 10px;", cls="box col-xs-11")
eval_txt_fb = html_augment_signle_evaluation_text_with_feedback(eval_txt, qe_obj, k, show_feedback_buttons)
eval_txt_fb_list.append(eval_txt_fb)
criteria_div = Div(*crit_tag, *eval_txt_fb_list, style="border: 1px solid black; margin: 10px; padding: 10px")
list_of_citerias.append(criteria_div)
if show_feedback_buttons:
textual_feedback = html_get_textual_feedback_form(qe_obj)
else:
textual_feedback = P("Log in to leave some feedback about this evaluation")
return html_render_code_output(c_code), *list_of_citerias, textual_feedback
def check_if_query_should_timeout(session_obj):
"""
Checks if the evaluation request is timed out. Will update the database to ERROR
:param eval_request_status:
:return:
"""
submitted_dt = datetime.fromisoformat(session_obj.submitted_date)
crt_time = datetime.utcnow()
time_difference = crt_time - submitted_dt
difference_in_seconds = time_difference.total_seconds()
if difference_in_seconds > EVAL_TIMEOUT_SECONDS:
session_obj.state = EVAL_STATE_TIMEDOUT
session_state_table.upsert(session_obj)
def html_default_results():
return P("Submit a piece of C code to get a Clean-Code evaluation.")
def html_waiting_for_results():
return Div(P("Working . . ."), hx_get=f"/render_answer",
hx_trigger = f"every {REFRESH_TIME}s", hx_swap="outerHTML", target_id=HTML_RESULTS_AREA,)
def html_eval_request_timed_out():
return P("Timed out. Retry in few minutes pls!")
@rt("/render_answer")
def get(session):
"""
Endpoint to render the evaluation answer. Pooled by frontend.
:param session:
:return:
"""
if 'session_id' not in session: return "render_answer No session ID"
session_id = session["session_id"]
answer_area = tl_html_results_and_feedback_area(session)
return answer_area
def get_latest_eval_request_status(session_id):
state_rows = session_state_table(limit=1, where=f"session_id == '{session_id}'", order_by="id DESC")
if len(state_rows) <= 0:
return EVAL_STATE_NEW, None
state_obj = state_rows[0]
if state_obj.state in {EVAL_STATE_NEW, EVAL_STATE_QUERY, EVAL_STATE_TIMEDOUT, EVAL_STATE_ANSWER}:
return state_obj.state, state_obj
return EVAL_STATE_ERROR, state_obj
def html_error_results(message):
ans = P("There was an error:", P(message))
return ans
def html_render_code_output(code):
txtarea = Pre(Code(code, _class="language-c"))
return txtarea
def html_render_answer_from_db(session, show_submit_form=True):
session_id = session["session_id"]
eval_request_status, state_obj = get_latest_eval_request_status(session_id)
ulevel = get_user_level(session)
if ulevel >= 2:
show_feedback_buttons = True
else:
show_feedback_buttons = False
# state_rows = session_state_table(limit=1, where=f"session_id == '{session_id}'", order_by="id DESC")
# print(eval_request_status, state_obj)
if eval_request_status == EVAL_STATE_NEW:
return html_default_results(),
if eval_request_status == EVAL_STATE_ANSWER:
qe_obj_lst = question_evaluation_table(limit=1, where=f"id == {state_obj.current_qeval}")
if len(qe_obj_lst) < 1:
print(f"Object id {state_obj.current_qeval} can't be found in question_evaluation_table")
return (None,)
qe_obj = qe_obj_lst[0]
return (html_format_code_review_form(qe_obj, show_feedback_buttons),
tl_html_render_inputbox(session, target_html_id=HTML_RESULTS_AREA,
region_html_id=HTML_SUBMIT_CODE_AREA) if show_submit_form else None)
if eval_request_status == EVAL_STATE_TIMEDOUT:
return html_eval_request_timed_out(),
if eval_request_status == EVAL_STATE_QUERY:
check_if_query_should_timeout(state_obj)
return html_waiting_for_results(),
if eval_request_status == EVAL_STATE_ERROR:
# TODO duplicate code! fix it!
qe_obj_lst = question_evaluation_table(limit=1, where=f"id == {state_obj.current_qeval}")
if len(qe_obj_lst) < 1:
print(f"Object id {state_obj.current_qeval} can't be found in question_evaluation_table")
return (None,)
qe_obj = qe_obj_lst[0]
return html_error_results(qe_obj.answer_eval_text),
print(f"Unknown state of the code evalation request {state_obj.state}:")
return html_error_results("Some error occured."),
# How can I timeout? Well ... TBD.
@threaded
def call_gpt_and_store_result(session_obj_id, code_to_check):
"""
Threaded function that will submit code to LLM and wait for the answer.
Communication with "main" thread is through db.
All parameters must be pickable.
:param session_obj_id:
:param code_to_check:
:return:
"""
# TODO refactor considering new join!
# print("evaluatign code")
try:
# Pesky way to get a new cursor, in a thread safe way, into the db. This code runs in another thread.
# Can we do better?
local_database = Database(DATABASE_NAME)
local_sess_state = local_database.t.session_state
local_sess_state_cls = local_sess_state.dataclass()
local_sess_obj_lst = local_sess_state(limit=1, where=f"id == {session_obj_id}")
local_sess_obj = local_sess_obj_lst[0]
# Trigger the lenghtly operation
enhanced_answer = eval_code.eval_the_piece_of_c_code(openai_client=openai_client, ccode=code_to_check)
# we create a new QA entry.
qe_obj = Question_Evaluation_cls(code_text=code_to_check, answer_eval_text=enhanced_answer, submitted=0)
qe_obj = question_evaluation_table.insert(qe_obj)
local_sess_obj.current_qeval = qe_obj.id
evaluation_date = datetime.isoformat(datetime.utcnow())
# save to persistent storage
save_to_storage(
storage.CodeSubmittedEvent(event_session_id=local_sess_obj.session_id, db_question_evaluation_id=qe_obj.id,
submitted_date=local_sess_obj.submitted_date,
received_date=evaluation_date,
code_to_eval=code_to_check, evaluation_response=json.dumps(enhanced_answer))
)
# Update the session object.
if "error" in enhanced_answer:
local_sess_obj.state = EVAL_STATE_ERROR
local_sess_obj.answer = enhanced_answer["error"]
local_sess_obj.evaluated_date = evaluation_date
else:
local_sess_obj.state = EVAL_STATE_ANSWER
local_sess_obj.evaluated_date = evaluation_date
local_sess_state.update(local_sess_obj)
except:
import traceback
traceback.print_exc()
def tl_html_results_and_feedback_area(session, show_submit_form=True):
"""
Top level component that will render the code evaluation overlapped with feedback submission form.
:param session_id:
:return:
"""
results_feedback_area = html_render_answer_from_db(session, show_submit_form)
return Div(*results_feedback_area, id=HTML_RESULTS_AREA)
######## CODE INPUT FORM
def tl_html_render_inputbox(session, target_html_id, region_html_id):
txtarea = Textarea(id="ccodetoeval", name="ccodetoeval", placeholder="Paste a piece of C code here.", rows=3)
form = Form(Group(txtarea, Button("Evaluate")),
hx_post="/submit_to_eval",
hx_swap="outerHTML",
target_id=f"{target_html_id}"
)
ulevel = get_user_level(session)
if ulevel < 1:
form = P("Log in to submit code to review.", style="background-color: #fff0f0;")
out_div = Div(form, id=region_html_id, hx_swap_oob='true')
return out_div
@rt("/submit_to_eval", methods="post")
def post(session, ccodetoeval:str):
ulevel = get_user_level(session)
if ulevel < 1:
return P("Unauthorized. Log in to submit code to review.", style="background-color: #fff0f0;")
if 'session_id' not in session:
return P("submit_to_eval. Bad call. No session ID")
session_id = session["session_id"]
save_to_storage(
storage.NavigationEvent(event_type="/submit_to_eval", event_session_id=session_id, event_params={"ccodetoeval":ccodetoeval})
)
if len(ccodetoeval) > 100 and len(ccodetoeval) < 40000:
session_obj = Session_State_cls(
session_id=session_id,
state=EVAL_STATE_QUERY,
submitted_date=datetime.isoformat(datetime.utcnow()),
)
# we insert and we get the new primary key
session_obj = session_state_table.insert(session_obj)
# will be executed in another thread with magic @threaded
call_gpt_and_store_result(session_obj.id, ccodetoeval)
return tl_html_results_and_feedback_area(session), render_clear_area(session_id, HTML_CLEAR_FORM)
def tl_html_get_samples_section():
button_row = []
head = H4("Don't have any ideas? Try one of the samples below:")
no_examples = len(eval_code.CODE_EVAL_EXAMPLES)
for k in range(no_examples):
example = eval_code.get_enhanced_sample_example(k)
button = Button(example["name"], hx_get=f"/load_example/{k}", target_id=HTML_RESULTS_AREA)
button_row.append(button)
div_buttons = Div(*button_row, _class="row")
div = Div(head, div_buttons, style="border: 1px solid black;padding: 10px; margin 1px;")
return div
@rt("/load_example/{example_id}", methods="get")
def get(session, example_id:int):
session_id = session["session_id"]
save_to_storage(
storage.NavigationEvent(event_type="/submit_to_eval", event_session_id=session_id, event_params={"example_id":example_id})
)
example = eval_code.get_enhanced_sample_example(example_id)
qe_obj = Question_Evaluation_cls(code_text=example["code"], answer_eval_text=example["eval"], submitted=0)
qe_obj = question_evaluation_table.insert(qe_obj)
session_obj = Session_State_cls(
session_id=session_id,
state=EVAL_STATE_ANSWER,
submitted_date=datetime.isoformat(datetime.utcnow()),
evaluated_date=datetime.isoformat(datetime.utcnow()),
current_qeval=qe_obj.id,
)
session_state_table.insert(session_obj)
return tl_html_results_and_feedback_area(session)
########## CLEAR FORM
def html_render_clear_area_button(html_id):
button = Button("Clear form",
hx_get="/clear_area",
hx_swap="outerHTML",
target_id=HTML_RESULTS_AREA,
)
div = Div(button, id=html_id, hx_swap_oob='true')
return div
def render_clear_area(session_id, html_id):
# return html_render_clear_area_button(html_id)
eval_request_status, _ = get_latest_eval_request_status(session_id)
if eval_request_status != EVAL_STATE_NEW:
# print("clear button: render button")
return html_render_clear_area_button(html_id)
else:
# print("clear button: render empty")
return Div(P(""), id=html_id, hx_swap_oob='true')
@rt("/clear_area", methods="get")
def get(session):
if 'session_id' not in session: return P("clear_area. Bad call. No session ID")
session_id = session["session_id"]
save_to_storage(
storage.NavigationEvent(event_type="/clear_area", event_session_id=session_id)
)
# insert a row to "cancel"/reset the current request
session_obj = Session_State_cls(
session_id=session_id,
state=EVAL_STATE_NEW,
submitted_date=datetime.isoformat(datetime.utcnow()),
)
session_state_table.insert(session_obj)
# re-issue the page, basically.
input_area = tl_html_render_inputbox(session, target_html_id=HTML_RESULTS_AREA, region_html_id=HTML_SUBMIT_CODE_AREA)
results_area = tl_html_results_and_feedback_area(session)
clear_area = render_clear_area(session_id, HTML_CLEAR_FORM)
return results_area, input_area, clear_area
########## AUTHENTICATION
def html_render_login_to_get_access_part(session):
"""
Will render the Log in to get access part and set the session oauth_secret.
The button will launch a popup window and a script that will listen for login_success event and will refresh the
main page.
:param session:
:return:
"""
content = []
content.append(H4("Log in to give feedback!"))
content.append(P("We will record your name, hugginface name, hf profile page, email address. "
"We will try HARD not to make them public but . . ."))
content.append(P("Your feedback will be made public but in an anonymized form."))
popup_script = Script("""
function openPopup(url) {
var width = 500;
var height = 730;
var left = (screen.width - width) / 2;
var top = (screen.height - height) / 2;
localStorage.removeItem('login_success');
loginPopup = window.open(url, 'LoginWindow', 'width=' + width + ',height=' + height + ',left=' + left + ',top=' + top);
loginCheckInterval = setInterval(checkPopupClosed, 500);
return false;
}
function checkPopupClosed() {
console.log("Checking popup");
if (localStorage.getItem('login_success') === 'true') {
console.log("Checking popup - local storage");
clearInterval(loginCheckInterval);
localStorage.removeItem('login_success');
// Reload the page or update UI as needed
location.reload();
}
}
"""
)
content.append(popup_script)
# build the redirect URL
global SPACE_HOST
if "localhost" in SPACE_HOST:
auth_callback_url = f"http://{SPACE_HOST}/auth_callback/"
else:
auth_callback_url = f"https://{SPACE_HOST}/auth_callback/"
secret = datetime.isoformat(datetime.utcnow()) + "-" + secrets.token_urlsafe(32)
session[OAUTH_SECRET_SESSION_NAME] = secret
encoded_scopes = html.escape(OAUTH_SCOPES)
redirect_link = (f"https://huggingface.co/oauth/authorize?redirect_uri={auth_callback_url}&scope={encoded_scopes}"
f"&client_id={OAUTH_CLIENT_ID}&state={secret}&response_type=code&prompt=consent")
login_button = A(Img(src="https://huggingface.co/datasets/huggingface/badges/resolve/main/sign-in-with-huggingface-md.svg",
alt="Sign in with Hugging Face",
# style="cursor: pointer; display: none;",
id="signin", name=None),
href=redirect_link, onclick="return openPopup(this.href); return false;")
content.append(login_button)
content.append(P(" "))
div = Div(*content, id=HTML_USER_DATA, style="background-color: #f0f0f0; padding: 10px;")
return div
def html_render_welcome_user(user_info):
"""
Extracts the user data and paints the Welcome screen
:param user_info:
:return:
"""
content = []
content.append(H4(f"Welcome {user_info['name']}!"))
# content.append(Img(src=OPENID_PROVIDER_URL + user_info["picture"], alt="Picture"))
content.append(P("Your feedback will be made public but in an anonymized form."))
content.append(P(A("Logout", href=f"/logout")))
div = Div(*content, id=HTML_USER_DATA, style="background-color: #f0f0f0; padding: 10px;")
return div
@rt("/auth_callback")
def get(session, code:str=None, state:str=None, error:str=None, error_description:str=None):
"""
Endpoint that will be called by HF once the user gives (or not) consent
:param session:
:param code:
:param state:
:param error:
:param error_description:
:return:
"""
# print(session)
close_script = Script("""
localStorage.setItem('login_success', 'true');
setTimeout(function() {
window.close();
}, 1500); // 3000 milliseconds = 3 seconds
""")
return_answer = [close_script]
if error is not None:
print(f"HF OAuth returned an error: {error} {error_description}")
ans = Div(P(f"We can't log you in. Huggingface says: {error_description}"),
P("Please close this page"))
return_answer.append(ans)
return Div(*return_answer)
# validating the secret
sess_secret = session.get(OAUTH_SECRET_SESSION_NAME, None)
if sess_secret is None:
print("No session secret")
return_answer.append(P("access denied"))
return Div(*return_answer)
if sess_secret != state:
msg = f"Mismatch session secret and HF secret: {sess_secret=} {state=}"
print(msg)
return_answer.append(P("Mismatch session secret and HF secret"))
return Div(*return_answer)
# Moving on and get the token
global SPACE_HOST
if "localhost" in SPACE_HOST:
space_host = f"http://{SPACE_HOST}/auth_callback/"
else:
space_host = f"https://{SPACE_HOST}/auth_callback/"
auth_header = base64.b64encode(f"{OAUTH_CLIENT_ID}:{OAUTH_CLIENT_SECRET}".encode()).decode()
headers = {
"Authorization": f"Basic {auth_header}",
"Content-Type": "application/x-www-form-urlencoded",
}
data = {
"client_id": OAUTH_CLIENT_ID,
"code": code,
"grant_type": "authorization_code",
"redirect_uri": space_host,
}
token_response = requests.post(HF_OAUTH_TOKEN_URL, data=data, headers=headers)
if token_response.status_code == 200:
tokens = token_response.json()
# Here you would typically store the tokens securely and/or use them
print("Succsss in getting the token")
access_token = tokens["access_token"]
user_headers = {
"Authorization": f"Bearer {access_token}"
}
response_userinfo = requests.get(HF_OAUTH_USERINFO, headers=user_headers)
if response_userinfo.status_code == 200:
user_data = response_userinfo.json()
# Set the user data in DB
# TODO Is it mildly safe to store user data in session?
session[USER_DATA_SESSION_NAME] = user_data
session[OAUTH_SECRET_SESSION_NAME] = None
# print(user_data)
else:
print(f"Error while taking the user data: {response_userinfo.text}" )
return_answer.append(P("Error logging in"))
return Div(*return_answer)
else:
print(f"We did not get the tokens: {token_response.text}")
return_answer.append(P("Error logging in"))
return Div(*return_answer)
# print(session)
return_answer.append(P("Succes! Close this page."))
save_to_storage(
storage.NavigationEvent(event_type="/auth_callback", event_session_id=session["session_id"],
event_params={"user_data":user_data})
)
return Div(*return_answer)
@rt("/logout")
def get(session):
session[OAUTH_SECRET_SESSION_NAME] = None
save_to_storage(
storage.NavigationEvent(event_type="/logout", event_session_id=session["session_id"],
event_params={"user_data":session["user_data"]})
)
session["user_data"] = None
return RedirectResponse(url="/")
def get_user_level(session):
"""
Gets the user rights level. Basically 0 for not logged in, 2 for logged in.
The DEFAULT_ANONYMOUS_USER_LEVEL can raise this level (max operation)
:param session:
:return:
"""
ulevel = 0
if session[USER_DATA_SESSION_NAME] is not None:
ulevel = 2
ulevel = max(ulevel, DEFAULT_ANONYMOUS_USER_LEVEL)
return ulevel
########## MAIN PAGE
@rt("/")
def get(session):
if 'session_id' not in session:
session['session_id'] = str(uuid.uuid4())
session_id = session["session_id"]
if len(session_state_table(where=f"session_id=='{session_id}'")) <= 0:
# old session ID, "resetting".
session['session_id'] = str(uuid.uuid4())
save_to_storage(
storage.NavigationEvent(event_type="/", event_session_id=session_id)
)
user_data = session.get(USER_DATA_SESSION_NAME, None)
if user_data is not None:
auth_area = html_render_welcome_user(user_data)
else:
auth_area = html_render_login_to_get_access_part(session) # might set some secrets here
title = Title('C code review for students')
preamble = [
auth_area,
H1("Evaluate your C code!"),
P("Enter your code in the textbox below and wait for answers."),
P("!! The data will be saved and maybe made public !!", style="background-color: #f0fff0;"),
P("Hint: Don't evaluate more than ~ 1000 LoC."),
]
input_area = tl_html_render_inputbox(session, target_html_id=HTML_RESULTS_AREA, region_html_id=HTML_SUBMIT_CODE_AREA)
samples_area = tl_html_get_samples_section()
results_feedback_area = tl_html_results_and_feedback_area(session, show_submit_form=False)
clear_area = render_clear_area(session_id, HTML_CLEAR_FORM)
# print(session)
return title, Main( *preamble, input_area, samples_area, results_feedback_area, clear_area)
serve()
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