SymSpell | 1 million times faster spelling correction & fuzzy search | Search Engine library
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QUESTION
The following code uses SymSpell in Python, see the symspellpy guide on word_segmentation.
It uses "de-100k.txt" and "en-80k.txt" frequency dictionaries from a github repo, you need to save them in your working directory. As long as you do not want to use any SymSpell logic, you do not need to install and run this script to answer the question, take just the output of the two language's word segmentations and go on.
...ANSWER
Answered 2022-Jan-01 at 17:52This is the recommended way. I found this out only after doing the manual way. You can easily use the same frequency logic that is used for one language for two languages instead: Just load two languages or more into the sym_spell object!
QUESTION
I have the following code where I am trying to avoid loading symspell.pkl
file once it is already loaded in memory:
ANSWER
Answered 2021-Jul-26 at 10:42I didn't understood what you are trying to do but that if
statement is always False because there is no "sym_spell" in globals. I think you are trying to check "SymSpell" rather then "sym_spell".
Edit :
Is what I tried a right way to skip loading file if it is already loaded in memory in Python? If not, is there a better way?
No I don't think if there is a way to do what are exactly asking. But if your file is very huge and you don't want to load that same data again and again and again. Then, this is the best solution for you. Yoi can look at the Jupyter Lab or Jupyter Notebook.
Jupyter Lab :
JupyterLab: Jupyter’s Next-Generation Notebook Interface JupyterLab is a web-based interactive development environment for Jupyter notebooks, code, and data. JupyterLab is flexible: configure and arrange the user interface to support a wide range of workflows in data science, scientific computing, and machine learning. JupyterLab is extensible and modular: write plugins that add new components and integrate with existing ones.
Jupyter Notebook :
The Jupyter Notebook is an open-source web application that allows you to create and share documents that contain live code, equations, visualizations and narrative text. Uses include: data cleaning and transformation, numerical simulation, statistical modeling, data visualization, machine learning, and much more.
Here you can load your data one time, and without importing that data you can use multiple times. You can test it now from your browser directly, to see how it is. From there official website. I think this would be very useful for you.
QUESTION
The code mentioned below returns the expected output.
...[('the', 23135851162), ('of', 13151942776), ('and', 12997637966), ('to', 12136980858), ('a', 9081174698)]
ANSWER
Answered 2021-Jan-17 at 04:34The second example given on the linked page and also in your question references the wrong data file. You have to refer the included bigram data file.
The doc explaining the examples shows the expected data formats for each example, and the formats are different. And yet, the two examples refer to the same datafile. This has to be wrong in one place or the other, and it is wrong in that the second example should refer to the bigram data file.
Here's the complete code that works correctly:
QUESTION
I want to make a spellchecker which can correct user input if any mistakes are there. I used symspellpy and customs data base for dictionary
...ANSWER
Answered 2020-Dec-02 at 17:43The return value of lookup is a list of SuggestItem
s. You can get just the suggested term via:
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