Adding pre-commit and some formatting

.gitignore

@@ -228,3 +228,4 @@ eva/*
 blog.md
 
 tests/integration_tests/short/*.db
+test/third_party_tests/*.db

.pre-commit-config.yaml

@@ -0,0 +1,11 @@
+repos:
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v3.4.0
+    hooks:
+    -   id: check-docstring-first
+
+  - repo: https://github.com/ambv/black
+    rev: 24.2.0  # Use the latest stable version of Black
+    hooks:
+      - id: black
+        language_version: python3

benchmark/text_summarization/text_summarization_with_evadb.py

@@ -5,35 +5,38 @@
 
 
 cursor.query("DROP TABLE IF EXISTS cnn_news_test;").df()
-cursor.query("""
+cursor.query(
+    """
     CREATE TABLE IF NOT EXISTS cnn_news_test(
         id TEXT(128),
         article TEXT(4096),
         highlights TEXT(1024)
-    );""").df()
-cursor.load('./cnn_news_test.csv', 'cnn_news_test', format="CSV").df()
+    );"""
+).df()
+cursor.load("./cnn_news_test.csv", "cnn_news_test", format="CSV").df()
 
 cursor.query("DROP FUNCTION IF EXISTS TextSummarizer;").df()
-cursor.query("""CREATE UDF IF NOT EXISTS TextSummarizer
+cursor.query(
+    """CREATE UDF IF NOT EXISTS TextSummarizer
                 TYPE HuggingFace
                 TASK 'summarization'
                 MODEL 'sshleifer/distilbart-cnn-12-6'
                 MIN_LENGTH 5
-                MAX_LENGTH 100;""").df()
+                MAX_LENGTH 100;"""
+).df()
 
 
 cursor.query("DROP TABLE IF EXISTS cnn_news_summary;").df()
 
 cursor._evadb.config.update_value("executor", "batch_mem_size", 300000)
-cursor._evadb.config.update_value("executor", "gpu_ids", [0,1])
+cursor._evadb.config.update_value("executor", "gpu_ids", [0, 1])
 cursor._evadb.config.update_value("experimental", "ray", True)
 
 start_time = time.perf_counter()
-cursor.query("""
+cursor.query(
+    """
     CREATE TABLE IF NOT EXISTS cnn_news_summary AS
-    SELECT TextSummarizer(article) FROM cnn_news_test;""").df()
+    SELECT TextSummarizer(article) FROM cnn_news_test;"""
+).df()
 end_time = time.perf_counter()
 print(f"{end_time-start_time:.2f} seconds")
-
-
-

docs/conf.py

@@ -31,7 +31,7 @@
     "sphinx_copybutton",
     "sphinx.ext.doctest",
     "sphinx.ext.coverage",
-#    "sphinx.ext.autosectionlabel",
+    #    "sphinx.ext.autosectionlabel",
     "sphinx.ext.autosummary",
     "sphinx.ext.autodoc",
     "sphinx.ext.autodoc.typehints",
@@ -90,11 +90,17 @@
 # General information about the project.
 project = "EvaDB"
 copyright = str(date.today().year) + ", EvaDB."
-author = u"EvaDB"
+author = "EvaDB"
 
 # List of patterns, relative to source directory, that match files and
 # directories to ignore when looking for source files.
-exclude_patterns = ["_build", "Thumbs.db", ".DS_Store", "README.md", "images/reference/README.md"]
+exclude_patterns = [
+    "_build",
+    "Thumbs.db",
+    ".DS_Store",
+    "README.md",
+    "images/reference/README.md",
+]
 
 
 # The name of the Pygments (syntax highlighting) style to use.
@@ -129,12 +135,12 @@
         "color-background-secondary": "#fff",
         "color-sidebar-background-border": "none",
         "font-stack": "Inter, Arial, sans-serif",
-        "font-stack--monospace": "Fira Code, Courier, monospace"
+        "font-stack--monospace": "Fira Code, Courier, monospace",
     },
     "dark_css_variables": {
         "color-background-secondary": "#000",
         "font-stack": "Inter, Arial, sans-serif",
-        "font-stack--monospace": "Fira Code, Courier, monospace"        
+        "font-stack--monospace": "Fira Code, Courier, monospace",
     },
     # Add important announcement here
     "announcement": "<div class='topnav'></div>",
@@ -151,18 +157,19 @@
 # Adding custom css file
 html_static_path = ["_static"]
 html_css_files = [
-    "custom.css", 
+    "custom.css",
     "algolia.css",
     "https://cdn.jsdelivr.net/npm/@docsearch/css@3",
     "https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0/css/fontawesome.min.css",
     "https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0/css/solid.min.css",
-    "https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0/css/brands.min.css"
+    "https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0/css/brands.min.css",
 ]
 
 # Check link: https://stackoverflow.com/questions/14492743/have-sphinx-report-broken-links/14735060#14735060
 nitpicky = True
 # BUG: https://stackoverflow.com/questions/11417221/sphinx-autodoc-gives-warning-pyclass-reference-target-not-found-type-warning
-nitpick_ignore_regex = [('py:class', r'.*')]
+nitpick_ignore_regex = [("py:class", r".*")]
+
 
 # -- Initialize Sphinx ----------------------------------------------
 def setup(app):
@@ -173,5 +180,8 @@ def setup(app):
     )
     # Custom JS
     app.add_js_file("js/top-navigation.js", defer="defer")
-    app.add_js_file("https://cdn.jsdelivr.net/npm/@docsearch/[email protected]/dist/umd/index.js",defer="defer")
-    app.add_js_file("js/algolia.js",defer="defer")
+    app.add_js_file(
+        "https://cdn.jsdelivr.net/npm/@docsearch/[email protected]/dist/umd/index.js",
+        defer="defer",
+    )
+    app.add_js_file("js/algolia.js", defer="defer")