From 404c6fb1a3aa8e19db25a5c53098ce4f8a917fd7 Mon Sep 17 00:00:00 2001
From: navanchauhan <navanchauhan@gmail.com>
Date: Sun, 22 May 2022 11:42:00 -0600
Subject: cleaned with black

---
 app.py | 90 +++++++++++++++++++++++++++++++++++++++---------------------------
 1 file changed, 53 insertions(+), 37 deletions(-)

(limited to 'app.py')

diff --git a/app.py b/app.py
index fbd5c7d..a843c44 100644
--- a/app.py
+++ b/app.py
@@ -19,47 +19,58 @@ index = pinecone.Index("movies")
 
 app = Flask(__name__, template_folder="./templates")
 
+
 def title2trakt_id(title: str, df=df):
-    #Matches Exact Title, Otherwise Returns None
+    # Matches Exact Title, Otherwise Returns None
     records = df[df["title"].str.lower() == title.lower()]
     if len(records) == 0:
         return 0, None
     elif len(records) == 1:
         return 1, records.trakt_id.tolist()[0]
     else:
-        return 2, records.trakt_id.tolist() 
+        return 2, records.trakt_id.tolist()
+
 
 def get_vector_value(trakt_id: int):
-  fetch_response = index.fetch(ids=[str(trakt_id)])
-  return fetch_response["vectors"][str(trakt_id)]["values"]
-
-def query_vectors(vector: list, top_k: int = 20, include_values: bool = False, include_metada: bool = True):
-  query_response = index.query(
-      queries=[
-          (vector),
-      ],
-      top_k=top_k,
-      include_values=include_values,
-      include_metadata=include_metada
-  )
-  return query_response
+    fetch_response = index.fetch(ids=[str(trakt_id)])
+    return fetch_response["vectors"][str(trakt_id)]["values"]
+
+
+def query_vectors(
+    vector: list,
+    top_k: int = 20,
+    include_values: bool = False,
+    include_metada: bool = True,
+):
+    query_response = index.query(
+        queries=[
+            (vector),
+        ],
+        top_k=top_k,
+        include_values=include_values,
+        include_metadata=include_metada,
+    )
+    return query_response
+
 
 def query2ids(query_response):
-  trakt_ids = []
-  for match in query_response["results"][0]["matches"]:
-    trakt_ids.append(int(match["id"]))
-  return trakt_ids
+    trakt_ids = []
+    for match in query_response["results"][0]["matches"]:
+        trakt_ids.append(int(match["id"]))
+    return trakt_ids
+
 
 def get_deets_by_trakt_id(df, trakt_id: int):
-  df = df[df["trakt_id"]==trakt_id]
-  return {
-      "title": df.title.values[0],
-      "overview": df.overview.values[0],
-      "runtime": int(df.runtime.values[0]),
-      "year": int(df.year.values[0]),
-      "trakt_id": trakt_id,
-      "tagline": df.tagline.values[0]
-  }
+    df = df[df["trakt_id"] == trakt_id]
+    return {
+        "title": df.title.values[0],
+        "overview": df.overview.values[0],
+        "runtime": int(df.runtime.values[0]),
+        "year": int(df.year.values[0]),
+        "trakt_id": trakt_id,
+        "tagline": df.tagline.values[0],
+    }
+
 
 @app.route("/similar")
 def get_similar_titles():
@@ -99,10 +110,10 @@ def get_similar_titles():
         except TypeError:
             maxRuntime = 220
     vector = get_vector_value(trakt_id)
-    movie_queries = query_vectors(vector, top_k = 69)
+    movie_queries = query_vectors(vector, top_k=69)
     movie_ids = query2ids(movie_queries)
     results = []
-    #for trakt_id in movie_ids:
+    # for trakt_id in movie_ids:
     #    deets = get_deets_by_trakt_id(df, trakt_id)
     #    results.append(deets)
     max_res = 30
@@ -111,12 +122,15 @@ def get_similar_titles():
         if cur_res >= max_res:
             break
         deets = get_deets_by_trakt_id(df, trakt_id)
-        if ((deets["year"]>=min_year) and (deets["year"]<=max_year)) and ((deets["runtime"]>=minRuntime) and (deets["runtime"]<=maxRuntime)):
+        if ((deets["year"] >= min_year) and (deets["year"] <= max_year)) and (
+            (deets["runtime"] >= minRuntime) and (deets["runtime"] <= maxRuntime)
+        ):
             results.append(deets)
             cur_res += 1
-    return render_template("show_results.html",deets=results)
+    return render_template("show_results.html", deets=results)
+
 
-@app.route("/",methods=("GET","POST"))
+@app.route("/", methods=("GET", "POST"))
 def find_similar_title():
     if request.method == "GET":
         return render_template("index.html")
@@ -125,7 +139,9 @@ def find_similar_title():
         code, values = title2trakt_id(to_search_title)
         print(f"Code {code} for {to_search_title}")
         if code == 0:
-            search_results = process.extract(to_search_title, movie_titles, scorer=fuzz.token_sort_ratio)
+            search_results = process.extract(
+                to_search_title, movie_titles, scorer=fuzz.token_sort_ratio
+            )
             to_search_titles = []
             to_search_ids = []
             results = []
@@ -143,7 +159,7 @@ def find_similar_title():
                 deets = get_deets_by_trakt_id(df, int(trakt_id))
                 deets["trakt_id"] = trakt_id
                 results.append(deets)
-            return render_template("same_titles.html",deets=results)
+            return render_template("same_titles.html", deets=results)
 
         elif code == 1:
             vector = get_vector_value(values)
@@ -153,11 +169,11 @@ def find_similar_title():
             for trakt_id in movie_ids:
                 deets = get_deets_by_trakt_id(df, trakt_id)
                 results.append(deets)
-            return render_template("show_results.html",deets=results)
+            return render_template("show_results.html", deets=results)
         else:
             results = []
             for trakt_id in values:
                 deets = get_deets_by_trakt_id(df, int(trakt_id))
                 deets["trakt_id"] = trakt_id
                 results.append(deets)
-            return render_template("same_titles.html",deets=results)
+            return render_template("same_titles.html", deets=results)
-- 
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