wut

app.py

@@ -4,10 +4,13 @@ import os, csv
 from huggingface_hub import hf_hub_download, HfApi
 
 HF_TOKEN = os.getenv('HUGGING_FACE_HUB_TOKEN')
+
+CACHED_FILE_PATH = hf_hub_download(repo_id="sasha/co2_submissions", filename="dynamic_emissions.csv", repo_type="dataset")
+
 api = HfApi()
 
 def write_to_csv(hardware, training_time, provider, carbon_intensity, dynamic_emissions):
-    with open('dynamic_emissions.csv','a', newline='') as f:
+    with open(CACHED_FILE_PATH,'a', newline='') as f:
         writer = csv.writer(f)
         writer.writerow([hardware, training_time, provider, carbon_intensity, dynamic_emissions])
     api.upload_file(
@@ -17,7 +20,7 @@ def write_to_csv(hardware, training_time, provider, carbon_intensity, dynamic_em
         repo_type="dataset",
     )
 
-hf_hub_download(repo_id="sasha/co2_submissions", filename="dynamic_emissions.csv", repo_type="dataset")
+
 
 st.set_page_config(
     page_title="AI Carbon Calculator",
@@ -95,9 +98,6 @@ with st.expander("Calculate the emissions produced by energy consumption of mode
         on_click = lambda *args: write_to_csv(hardware, training_time, provider, carbon_intensity, dynamic_emissions))
 
 
-
-
-
 st.markdown('### Idle Emissions')
 st.markdown('Do you know what the PUE (Power Usage Effectiveness) of your infrastructure is?')