From 22a537f3f63e8d0698f50c7e0a16677d51f27989 Mon Sep 17 00:00:00 2001
From: jerome <tongjie.dai@langogo.ai>
Date: Wed, 14 Nov 2018 14:30:06 +0800
Subject: [PATCH 1/2] Increase the characteristics of the specified language
 during the run

---
 langid/__init__.py |  2 +-
 langid/langid.py   | 23 +++++++++++++++++++++++
 2 files changed, 24 insertions(+), 1 deletion(-)

diff --git a/langid/__init__.py b/langid/__init__.py
index 2c0a7a5c..0a09e897 100644
--- a/langid/__init__.py
+++ b/langid/__init__.py
@@ -1 +1 @@
-from .langid import classify, rank, set_languages
+from .langid import classify, rank, set_languages, classify_with_language
diff --git a/langid/langid.py b/langid/langid.py
index 5c44aab7..9a45e24a 100755
--- a/langid/langid.py
+++ b/langid/langid.py
@@ -106,6 +106,24 @@ def classify(instance):
 
   return identifier.classify(instance)
 
+
+def classify_with_language(instance, langs):
+    """
+    Convenience method using a global identifier instance with the default
+    model included in langid.py. Identifies the language that a string is
+    written in.
+
+    @param instance a text string. Unicode strings will automatically be utf8-encoded
+    param langs. Increase the characteristics of the specified language during the run
+    @returns a tuple of the most likely language and the confidence score
+    """
+    global identifier
+    if identifier is None:
+        load_model()
+
+    return identifier.classify_with_language(instance, langs)
+
+
 def rank(instance):
   """
   Convenience method using a global identifier instance with the default
@@ -288,6 +306,11 @@ def nb_classprobs(self, fv):
     pd = pdc + self.nb_pc
     return pd
 
+  def classify_with_language(self, text, langs):
+      self.set_languages(langs=langs)
+
+      self.classify(text)
+
   def classify(self, text):
     """
     Classify an instance.

From 7ee577c8bdbdb9b541c8ad453d8eb5ff1a2190fe Mon Sep 17 00:00:00 2001
From: jerome <tongjie.dai@langogo.ai>
Date: Wed, 14 Nov 2018 15:44:59 +0800
Subject: [PATCH 2/2] fix buf. no return in classify

---
 langid/langid.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/langid/langid.py b/langid/langid.py
index 9a45e24a..6eb4b5b5 100755
--- a/langid/langid.py
+++ b/langid/langid.py
@@ -309,7 +309,7 @@ def nb_classprobs(self, fv):
   def classify_with_language(self, text, langs):
       self.set_languages(langs=langs)
 
-      self.classify(text)
+      return self.classify(text)
 
   def classify(self, text):
     """