Spaces:
Sleeping
Sleeping
updated to handle database inferencing
Browse files- user_evaluation_variables.py +23 -4
user_evaluation_variables.py
CHANGED
@@ -1,6 +1,22 @@
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import yaml
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from yaml import safe_load
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import streamlit as st
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USERNAME = None
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EVAL_ID = None
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@@ -52,6 +68,8 @@ def update_evaluation_table(evalType, debugging):
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global TIME
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global RUN_TIME
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global CURRENT_EVAL_TYPE
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if debugging:
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st.write("Username: ", USERNAME)
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@@ -74,7 +92,7 @@ def update_evaluation_table(evalType, debugging):
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newEvaluationData = None
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if evalType == 'general':
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evalDataPath =
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newEvaluationData = {
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"Model": MODEL,
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"Model Type": MODEL_TYPE,
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@@ -92,7 +110,7 @@ def update_evaluation_table(evalType, debugging):
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"Run Time": RUN_TIME
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}
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else:
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evalDataPath =
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newEvaluationData = {
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"Model": MODEL,
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"Model Type": MODEL_TYPE,
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@@ -121,8 +139,9 @@ def update_evaluation_table(evalType, debugging):
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yamlData['evaluations']['username'][USERNAME][EVAL_ID] = newEvaluationData
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st.write("NEW DATABASE ", yamlData['evaluations']['username'][USERNAME])
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with
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def reset_variables(evalType):
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global USERNAME
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import yaml
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from yaml import safe_load
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import streamlit as st
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from pathlib import Path
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from huggingface_hub import CommitScheduler, login
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EVAL_DATABASE_DIR = Path("data")
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EVAL_DATABASE_DIR.mkdir(parents=True, exist_ok=True)
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GEN_EVAL_DATABASE_PATH = EVAL_DATABASE_DIR / f"general_eval_database.yaml"
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TASK_EVAL_DATABASE_PATH = EVAL_DATABASE_DIR / f"task_oriented_eval_database.yaml"
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EVAL_DATABASE_UPDATE_SCHEDULER = CommitScheduler(
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repo_id="try-before-you-bias-data",
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repo_type="dataset",
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folder_path=EVAL_DATABASE_DIR,
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path_in_repo="data",
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every=3,
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)
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USERNAME = None
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EVAL_ID = None
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global TIME
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global RUN_TIME
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global CURRENT_EVAL_TYPE
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global GEN_EVAL_DATABASE_PATH
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global TASK_EVAL_DATABASE_PATH
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if debugging:
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st.write("Username: ", USERNAME)
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newEvaluationData = None
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if evalType == 'general':
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evalDataPath = GEN_EVAL_DATABASE_PATH
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newEvaluationData = {
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"Model": MODEL,
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"Model Type": MODEL_TYPE,
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"Run Time": RUN_TIME
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}
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else:
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evalDataPath = TASK_EVAL_DATABASE_PATH
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newEvaluationData = {
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"Model": MODEL,
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"Model Type": MODEL_TYPE,
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yamlData['evaluations']['username'][USERNAME][EVAL_ID] = newEvaluationData
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st.write("NEW DATABASE ", yamlData['evaluations']['username'][USERNAME])
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with EVAL_DATABASE_UPDATE_SCHEDULER.lock:
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with open(evalDataPath, 'w') as yaml_file:
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yaml_file.write(yaml.dump(yamlData, default_flow_style=False))
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def reset_variables(evalType):
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global USERNAME
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