From 3192fb332b0279f8e573d04aee19c1d8fd5f4372 Mon Sep 17 00:00:00 2001
From: R1j1t <22280243+R1j1t@users.noreply.github.com>
Date: Sun, 19 Jul 2020 00:52:16 +0530
Subject: [PATCH 1/6] ENH: Add user specified vocab file

Based on issue #12
---
 .gitignore                                    |    1 +
 contextualSpellCheck/contextualSpellCheck.py  |   67 +-
 .../tests/originaldebugFile.txt               | 7842 +++++++++++++++++
 contextualSpellCheck/tests/testVocab.txt      |   18 +
 .../tests/test_contextualSpellCheck.py        |   29 +-
 5 files changed, 7946 insertions(+), 11 deletions(-)
 create mode 100644 contextualSpellCheck/tests/originaldebugFile.txt
 create mode 100644 contextualSpellCheck/tests/testVocab.txt

diff --git a/.gitignore b/.gitignore
index 1e76e62..27fa2d1 100644
--- a/.gitignore
+++ b/.gitignore
@@ -141,3 +141,4 @@ dmypy.json
 peter's code/
 *.pptx
 *.ipynb
+contextualSpellCheck/tests/debugFile.txt
diff --git a/contextualSpellCheck/contextualSpellCheck.py b/contextualSpellCheck/contextualSpellCheck.py
index 17658e4..6719f32 100644
--- a/contextualSpellCheck/contextualSpellCheck.py
+++ b/contextualSpellCheck/contextualSpellCheck.py
@@ -19,16 +19,67 @@ class ContextualSpellCheck(object):
     name = "contextual spellchecker"
 
     def __init__(self, vocab_path="", debug=False, performance=False):
+        """To create an object for this class. It does not require any special 
+
+        Args:
+            vocab_path (str, optional): Vocabulary file path to be used by the model . Defaults to "".
+            debug (bool, optional): This help prints logs as the data flows throught the class. Defaults to False.
+            performance (bool, optional): This is used to print the time taken by individual steps in spell check. Defaults to False.
+        """
+        if (
+            (type(vocab_path) != type(""))
+            or (type(debug) != type(True))
+            or (type(performance) != type(True))
+        ):
+            raise TypeError(
+                "Please check datatype provided. vocab_path should be str, debug and performance should be bool"
+            )
+
+        if vocab_path != "":
+            try:
+                # First open() for user specified word addition to vocab
+                with open(vocab_path, encoding="utf8") as f:
+                    # if want to remove '[unusedXX]' from vocab
+                    # words = [line.rstrip() for line in f if not line.startswith('[unused')]
+                    words = [line.strip() for line in f]
+
+                # The below code adds the neccesary words like numbers/puncutations/tokenizer specific words like [PAD]/[unused0]/##M
+                currentPath = os.path.dirname(__file__)
+                vocab_path = os.path.join(currentPath, "data", "vocab.txt")
+                extraToken = ["[PAD]", "[UNK]", "[CLS]", "[SEP]", "[MASK]"]
+                words.extend(extraToken)
+
+                with open(vocab_path, encoding="utf8") as f:
+                    # if want to remove '[unusedXX]' from vocab
+                    # words = [line.rstrip() for line in f if not line.startswith('[unused')]
+                    for line in f:
+                        extraToken = line.strip()
+                        if extraToken.startswith("[unused"):
+                            words.append(extraToken)
+                        elif extraToken.startswith("##"):
+                            words.append(extraToken)
+                        elif len(extraToken) == 1:
+                            words.append(extraToken)
+                if debug:
+                    debugFilePath = os.path.join(currentPath, "tests", "debugFile.txt")
+                    with open(debugFilePath, "w+") as newFile:
+                        newFile.write("\n".join(words))
+                    print("Final vocab at " + debugFilePath)
+
+            except Exception as e:
+                print(e)
+                warnings.warn("Using default vocab")
+                vocab_path = ""
+                words = []
+
         if vocab_path == "":
             currentPath = os.path.dirname(__file__)
             vocab_path = os.path.join(currentPath, "data/vocab.txt")
-        # self.nlp = spacy.load(
-        #     "en_core_web_sm", disable=["tagger", "parser"]
-        # )  # using default tokeniser with NER
-        with open(vocab_path) as f:
-            # if want to remove '[unusedXX]' from vocab
-            # words = [line.rstrip() for line in f if not line.startswith('[unused')]
-            words = [line.rstrip() for line in f]
+            with open(vocab_path, encoding="utf8") as f:
+                # if want to remove '[unusedXX]' from vocab
+                # words = [line.rstrip() for line in f if not line.startswith('[unused')]
+                words = [line.strip() for line in f]
+
         self.vocab = Vocab(strings=words)
         self.BertTokenizer = AutoTokenizer.from_pretrained("bert-base-cased")
         self.BertModel = AutoModelWithLMHead.from_pretrained("bert-base-cased")
@@ -448,7 +499,7 @@ def doc_outcome_spellCheck(self, doc):
     doc = nlp(u"Income was $9.4 milion compared to the prior year of $2.7 milion.")
 
     print("=" * 20, "Doc Extention Test", "=" * 20)
-    print(doc._.outcome_spellCheck, "\n")
+    print(doc._.outcome_spellCheck)
 
     print(doc._.contextual_spellCheck)
     print(doc._.performed_spellCheck)
diff --git a/contextualSpellCheck/tests/originaldebugFile.txt b/contextualSpellCheck/tests/originaldebugFile.txt
new file mode 100644
index 0000000..a41ba40
--- /dev/null
+++ b/contextualSpellCheck/tests/originaldebugFile.txt
@@ -0,0 +1,7842 @@
+##hini
+##bies
+fife
+rowe
+rowland
+posing
+insurgents
+shafts
+lawsuits
+activate
+conor
+inward
+culturally
+garlic
+265
+##eering
+eclectic
+##hui
+[PAD]
+[UNK]
+[CLS]
+[SEP]
+[MASK]
+[unused0]
+[unused1]
+[unused2]
+[unused3]
+[unused4]
+[unused5]
+[unused6]
+[unused7]
+[unused8]
+[unused9]
+[unused10]
+[unused11]
+[unused12]
+[unused13]
+[unused14]
+[unused15]
+[unused16]
+[unused17]
+[unused18]
+[unused19]
+[unused20]
+[unused21]
+[unused22]
+[unused23]
+[unused24]
+[unused25]
+[unused26]
+[unused27]
+[unused28]
+[unused29]
+[unused30]
+[unused31]
+[unused32]
+[unused33]
+[unused34]
+[unused35]
+[unused36]
+[unused37]
+[unused38]
+[unused39]
+[unused40]
+[unused41]
+[unused42]
+[unused43]
+[unused44]
+[unused45]
+[unused46]
+[unused47]
+[unused48]
+[unused49]
+[unused50]
+[unused51]
+[unused52]
+[unused53]
+[unused54]
+[unused55]
+[unused56]
+[unused57]
+[unused58]
+[unused59]
+[unused60]
+[unused61]
+[unused62]
+[unused63]
+[unused64]
+[unused65]
+[unused66]
+[unused67]
+[unused68]
+[unused69]
+[unused70]
+[unused71]
+[unused72]
+[unused73]
+[unused74]
+[unused75]
+[unused76]
+[unused77]
+[unused78]
+[unused79]
+[unused80]
+[unused81]
+[unused82]
+[unused83]
+[unused84]
+[unused85]
+[unused86]
+[unused87]
+[unused88]
+[unused89]
+[unused90]
+[unused91]
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+##坂
+##城
+##堂
+##場
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+##大
+##天
+##太
+##夫
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+##宀
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+##安
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+##岡
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+##華
+##葉
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+##貝
+##貴
+##車
+##軍
+##辶
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+##郎
+##郡
+##部
+##都
+##里
+##野
+##金
+##鈴
+##镇
+##長
+##門
+##間
+##阝
+##阿
+##陳
+##陽
+##雄
+##青
+##面
+##風
+##食
+##香
+##馬
+##高
+##龍
+##龸
+##fi
+##fl
+##！
+##（
+##）
+##，
+##－
+##．
+##／
+##：
+##？
+##～
\ No newline at end of file
diff --git a/contextualSpellCheck/tests/testVocab.txt b/contextualSpellCheck/tests/testVocab.txt
new file mode 100644
index 0000000..3d31c31
--- /dev/null
+++ b/contextualSpellCheck/tests/testVocab.txt
@@ -0,0 +1,18 @@
+##hini
+##bies
+fife
+rowe
+rowland
+posing
+insurgents
+shafts
+lawsuits
+activate
+conor
+inward
+culturally
+garlic
+265
+##eering
+eclectic
+##hui
\ No newline at end of file
diff --git a/contextualSpellCheck/tests/test_contextualSpellCheck.py b/contextualSpellCheck/tests/test_contextualSpellCheck.py
index 8c20729..9c1ab9a 100644
--- a/contextualSpellCheck/tests/test_contextualSpellCheck.py
+++ b/contextualSpellCheck/tests/test_contextualSpellCheck.py
@@ -1,9 +1,9 @@
 import pytest
 import spacy
 from pytest import approx
-import warnings
+import warnings, os
 
-from contextualSpellCheck.contextualSpellCheck import ContextualSpellCheck
+from ..contextualSpellCheck import ContextualSpellCheck
 
 # print(contextualSpellCheck.__name__,contextualSpellCheck.__package__,contextualSpellCheck.__file__,sep="\n")
 # This is the class we want to test. So, we need to import it
@@ -467,7 +467,7 @@ def test_token_extension():
     nlp.remove_pipe("contextual spellchecker")
 
 
-def test_worning():
+def test_warning():
     if "contextual spellchecker" not in nlp.pipe_names:
         nlp.add_pipe(checker)
     merge_ents = nlp.create_pipe("merge_entities")
@@ -495,3 +495,26 @@ def test_worning():
         nlp.remove_pipe("merge_entities")
         print(nlp.pipe_names)
         warnings.simplefilter("default")
+
+        with pytest.raises(TypeError) as e:
+            checkertest = ContextualSpellCheck(vocab_path=True)
+            assert (
+                e
+                == "Please check datatype provided. vocab_path should be str, debug and performance should be bool"
+            )
+
+
+def test_vocabFile():
+    with warnings.catch_warnings(record=True) as w:
+        checkertest = ContextualSpellCheck(vocab_path="testing.txt")
+        assert issubclass(w[-1].category, UserWarning)
+        assert "Using default vocab" in str(w[-1].message)
+    currentPath = os.path.dirname(__file__)
+    debugPathFile = os.path.join(currentPath, "debugFile.txt")
+    orgDebugFilePath = os.path.join(currentPath, "originaldebugFile.txt")
+    testVocab = os.path.join(currentPath, "testVocab.txt")
+    print(testVocab, currentPath, debugPathFile)
+    checkertest = ContextualSpellCheck(vocab_path=testVocab)
+    with open(orgDebugFilePath) as f1:
+        with open(debugPathFile) as f2:
+            assert f1.read() == f2.read()

From 50955341984cf693cd15e928cc9c1c1a9d5b818f Mon Sep 17 00:00:00 2001
From: R1j1t <22280243+R1j1t@users.noreply.github.com>
Date: Sun, 19 Jul 2020 01:32:12 +0530
Subject: [PATCH 2/6] preventing all warning to be logged

---
 contextualSpellCheck/tests/test_contextualSpellCheck.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/contextualSpellCheck/tests/test_contextualSpellCheck.py b/contextualSpellCheck/tests/test_contextualSpellCheck.py
index 9c1ab9a..18e0a4f 100644
--- a/contextualSpellCheck/tests/test_contextualSpellCheck.py
+++ b/contextualSpellCheck/tests/test_contextualSpellCheck.py
@@ -476,7 +476,7 @@ def test_warning():
 
     with warnings.catch_warnings(record=True) as w:
         # Cause all warnings to always be triggered.
-        warnings.simplefilter("always")
+        # warnings.simplefilter("always")
         # Trigger a warning.
 
         assert doc[4]._.get_require_spellCheck == False
@@ -494,7 +494,7 @@ def test_warning():
 
         nlp.remove_pipe("merge_entities")
         print(nlp.pipe_names)
-        warnings.simplefilter("default")
+        # warnings.simplefilter("default")
 
         with pytest.raises(TypeError) as e:
             checkertest = ContextualSpellCheck(vocab_path=True)

From e3edde7fa988976fcce6f27febeb5f9bbbd41afa Mon Sep 17 00:00:00 2001
From: R1j1t <22280243+R1j1t@users.noreply.github.com>
Date: Sun, 19 Jul 2020 01:50:12 +0530
Subject: [PATCH 3/6] correct warning test case

---
 contextualSpellCheck/tests/test_contextualSpellCheck.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/contextualSpellCheck/tests/test_contextualSpellCheck.py b/contextualSpellCheck/tests/test_contextualSpellCheck.py
index 18e0a4f..743ca5e 100644
--- a/contextualSpellCheck/tests/test_contextualSpellCheck.py
+++ b/contextualSpellCheck/tests/test_contextualSpellCheck.py
@@ -507,8 +507,8 @@ def test_warning():
 def test_vocabFile():
     with warnings.catch_warnings(record=True) as w:
         checkertest = ContextualSpellCheck(vocab_path="testing.txt")
-        assert issubclass(w[-1].category, UserWarning)
-        assert "Using default vocab" in str(w[-1].message)
+        assert any([issubclass(i.category, UserWarning) for i in w])
+        assert any(["Using default vocab" in str(i.message) for i in w])
     currentPath = os.path.dirname(__file__)
     debugPathFile = os.path.join(currentPath, "debugFile.txt")
     orgDebugFilePath = os.path.join(currentPath, "originaldebugFile.txt")

From c76f40e3ea93b52704cdb4b933bdf09a7eab412c Mon Sep 17 00:00:00 2001
From: R1j1t <22280243+R1j1t@users.noreply.github.com>
Date: Sun, 19 Jul 2020 02:10:21 +0530
Subject: [PATCH 4/6] corrected the parameters in the test case

---
 contextualSpellCheck/tests/test_contextualSpellCheck.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/contextualSpellCheck/tests/test_contextualSpellCheck.py b/contextualSpellCheck/tests/test_contextualSpellCheck.py
index 743ca5e..61e70fc 100644
--- a/contextualSpellCheck/tests/test_contextualSpellCheck.py
+++ b/contextualSpellCheck/tests/test_contextualSpellCheck.py
@@ -514,7 +514,7 @@ def test_vocabFile():
     orgDebugFilePath = os.path.join(currentPath, "originaldebugFile.txt")
     testVocab = os.path.join(currentPath, "testVocab.txt")
     print(testVocab, currentPath, debugPathFile)
-    checkertest = ContextualSpellCheck(vocab_path=testVocab)
+    checkertest = ContextualSpellCheck(vocab_path=testVocab,debug=True)
     with open(orgDebugFilePath) as f1:
         with open(debugPathFile) as f2:
             assert f1.read() == f2.read()

From ecd3e7ec26429661f89edc1b40df5cbcff1c0c11 Mon Sep 17 00:00:00 2001
From: R1j1t <22280243+R1j1t@users.noreply.github.com>
Date: Sun, 19 Jul 2020 02:13:38 +0530
Subject: [PATCH 5/6] blacked

---
 contextualSpellCheck/tests/test_contextualSpellCheck.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/contextualSpellCheck/tests/test_contextualSpellCheck.py b/contextualSpellCheck/tests/test_contextualSpellCheck.py
index 61e70fc..b29540e 100644
--- a/contextualSpellCheck/tests/test_contextualSpellCheck.py
+++ b/contextualSpellCheck/tests/test_contextualSpellCheck.py
@@ -514,7 +514,7 @@ def test_vocabFile():
     orgDebugFilePath = os.path.join(currentPath, "originaldebugFile.txt")
     testVocab = os.path.join(currentPath, "testVocab.txt")
     print(testVocab, currentPath, debugPathFile)
-    checkertest = ContextualSpellCheck(vocab_path=testVocab,debug=True)
+    checkertest = ContextualSpellCheck(vocab_path=testVocab, debug=True)
     with open(orgDebugFilePath) as f1:
         with open(debugPathFile) as f2:
             assert f1.read() == f2.read()

From d6b4674470b4e72823c31547be91950cc91d4859 Mon Sep 17 00:00:00 2001
From: R1j1t <22280243+R1j1t@users.noreply.github.com>
Date: Sun, 19 Jul 2020 02:32:52 +0530
Subject: [PATCH 6/6] updated readme with downloads per week

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 78041fa..45cdea9 100644
--- a/README.md
+++ b/README.md
@@ -6,7 +6,7 @@ Contextual word checker for better suggestions
 [![license](https://img.shields.io/github/license/r1j1t/contextualSpellCheck)](https://github.com/R1j1t/contextualSpellCheck/blob/master/LICENSE) 
 [![PyPI](https://img.shields.io/pypi/v/contextualSpellCheck?color=green)](https://pypi.org/project/contextualSpellCheck/) 
 [![Python-Version](https://img.shields.io/badge/Python-3.6+-green)](https://github.com/R1j1t/contextualSpellCheck#install)
-[![Downloads](https://pepy.tech/badge/contextualspellcheck)](https://pepy.tech/project/contextualspellcheck)
+[![Downloads](https://pepy.tech/badge/contextualspellcheck/week)](https://pepy.tech/project/contextualspellcheck/week)
 [![GitHub contributors](https://img.shields.io/github/contributors/r1j1t/contextualSpellCheck)](https://github.com/R1j1t/contextualSpellCheck/graphs/contributors)
 [![Help Wanted](https://img.shields.io/badge/Help%20Wanted-Task%20List-violet)](https://github.com/R1j1t/contextualSpellCheck#task-list)