Remove tabs :(

models.py

@@ -34,6 +34,7 @@ def modality(row):
 
 supported_revisions = ["27_09_22"]
 
+st.cache(allow_output_mutation=True)
 def process_dataset(version):
     # Load dataset at specified revision
     dataset = load_dataset("open-source-metrics/model-repos-stats", revision=version)
@@ -70,9 +71,15 @@ data["tags"] = data.apply(eval_tags, axis=1)
 total_samples = data.shape[0]
 st.metric(label="Total models", value=total_samples)
 
-tab1, tab2, tab3, tab4, tab5, tab6, tab7, tab8 = st.tabs(["Language", "License", "Pipeline", "Discussion Features", "Libraries", "Model Cards", "Super users", "Raw Data"])
+# Tabs don't work in Spaces st version
+#tab1, tab2, tab3, tab4, tab5, tab6, tab7, tab8 = st.tabs(["Language", "License", "Pipeline", "Discussion Features", "Libraries", "Model Cards", "Super users", "Raw Data"])
 
-with tab1:
+tab = st.selectbox(
+        'Topic of interest',
+        ["Language", "License", "Pipeline", "Discussion Features", "Libraries", "Model Cards", "Super users", "Raw Data"])
+
+# with tab1:
+if tab == "Language":
     st.header("Languages info")
 
     data.loc[data.languages == "False", 'languages'] = None
@@ -165,7 +172,8 @@ with tab1:
     
     
 
-with tab2:
+#with tab2:
+if tab == "License":
     st.header("License info")
 
     no_license_count = data["license"].isna().sum()
@@ -209,7 +217,8 @@ with tab2:
     d = data["license"].value_counts().rename_axis("license").to_frame('counts').reset_index()
     st.dataframe(d)
     
-with tab3:
+#with tab3:
+if tab == "Pipeline":
     st.header("Pipeline info")
 
     tags = data["tags"].explode()
@@ -397,7 +406,8 @@ with tab3:
     # todo : add activity metric
 
 
-with tab4:
+#with tab4:
+if tab == "Discussion Features":
     st.header("Discussions Tab info")
 
     columns_of_interest = ["prs_count", "prs_open", "prs_merged", "prs_closed", "discussions_count", "discussions_open", "discussions_closed"]
@@ -424,7 +434,8 @@ with tab4:
     filtered_data = data[["repo_id", "prs_count", "prs_open", "prs_merged", "prs_closed", "discussions_count", "discussions_open", "discussions_closed"]].sort_values("prs_count", ascending=False).reset_index(drop=True)
     st.dataframe(filtered_data)
 
-with tab5:
+#with tab5:
+if tab == "Libraries":
     st.header("Library info")
 
     no_library_count = data["library"].isna().sum()
@@ -490,7 +501,8 @@ with tab5:
     filtered_data = filtered_data[columns_of_interest]
     st.dataframe(filtered_data)
 
-with tab6:
+#with tab6:
+if tab == "Model Cards":
     st.header("Model cards")
 
     columns_of_interest = ["has_model_index", "has_metadata", "has_text", "text_length"]
@@ -533,7 +545,8 @@ with tab6:
         y=alt.X('tag', sort=None)
     ))
 
-with tab7:
+#with tab7:
+if tab == "Super Users":
     st.header("Authors")
     st.text("This info corresponds to the repos owned by the authors")
     authors = data.groupby("author").sum().drop(["text_length", "Unnamed: 0", "language_count"], axis=1).sort_values("downloads_30d", ascending=False)
@@ -543,7 +556,8 @@ with tab7:
     )
     st.dataframe(final_data)
 
-with tab8:
+#with tab2:
+if tab == "Raw Data":
     st.header("Raw Data")
     d = data.astype(str)
     st.dataframe(d)