Resume Parser Using Python | Extract Data from Resume Python | Satyajit Pattnaik

Resume Parser Using Python | Extract Data from Resume Python | Satyajit Pattnaik
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[@lokeshsharma668]

i am facing this issue please help me "[E053] Could not read config file from C:\Users\Lokesh sharma\anaconda3\lib\site-packages\pyresparser\config.cfg"

[@jageshseesar7133]

Hello, did you found the solution to this?

[@sahild5953]

same issue

[@IKRAM-Hlal]

@@sahild5953 Same problem. Have you found a solution?

[@jyotimaurya8693]

hy , did u found the solution of this issue cause i am facing the same problem . if yes then reply asap pls.

[@siddhantrajmishra8851]

Bahut informative achi video aau short and crisp way re jinsa ta bujha padila. Bhaut bahut dhanyabaad bhai

[@MuhammadAyub-fl7cg]

Hi any one did run the project recently, I tried to download the project from git and then run it in my python virtual environment but didn't seem work kindly guide me

[@SatyajitPattnaik]

Please refrain as there are many changes in the library, we are coming up with a new video on resume parsing soon

[@dsc40sundar18]

TypeError Traceback (most recent call last) in 2 doc = Document() ----> 3 with open(filed, 'r') as f: 4 doc.add_paragraph(file.read()) TypeError: expected str, bytes or os.PathLike object, not _io.TextIOWrapper During handling of the above exception, another exception occurred: OSError Traceback (most recent call last) 8 frames /usr/local/lib/python3.7/dist-packages/spacy/util.py in load_config(path, overrides, interpolate) 679 # Split to support file names like meta.json 680 if key.split(".")[0] not in exclude: --> 681 writer(path / key) 682 return path 683 OSError: [E053] Could not read config file from /usr/local/lib/python3.7/dist-packages/en_core_web_sm/en_core_web_sm-2.3.1/config.cfg every time i am getting this error can u please slove it below is my code try: doc = Document() with open(filed, 'r') as f: doc.add_paragraph(file.read()) doc.save("text.docx") data = ResumeParser(filed).get_extracted_data() print(data['skills']) except: data = ResumeParser(filed).get_extracted_data() print(data['skills'])

[@rkchauhan570]

same

[@baroiall9968]

same here as well

[@rishikantpatel5008]

Sir I am facing the problem in this line: data = ResumeParser('text.docx').get_extracted_data()

[@AmitaKumari-yq5bd]

sir when i am using from resume_parser import resumeparse after pip install resume-parser then i am getting error mtesth-env\lib\site-packages esume_parser\degree\model\config.cfg . can you help me to solve this issue please ?

[@SatyajitPattnaik]

This library doesnt work these days, I will create a new video on resume parser soon

[@rakhikumari190]

hi satyajit , this code is not working. i got error in get.extract data().please help

[@SatyajitPattnaik]

Oh i am sure the code is working fine 😀, i just tested it now, it might be some errors at your end due to some version mismatches

[@vivekanandrai1236]

Hey i am getting some issues when trying to parse marks of the candidate. Its not extracting marks from the resume so can you send me the code regarding this.

[@SatyajitPattnaik]

Send me the resume

[@MuhammadAyub-fl7cg]

Hi how did you run the project i tried to download the project rom git and then run it in my python virtual environment but didn't seem work kindly guide me

[@jimmywoon9073]

How to solve this issue. OSError: [E053] Could not read config file from c:\Users\acer\Desktop\FYP\Model\env\lib\site-packages\pyresparser\config.cfg

[@SatyajitPattnaik]

Stackoverflow it!!

[@harithareddy4461]

Got this error. Hard to overcome it. Even afternoon following stack overflow

[@BalaKrishna-il2id]

how to extract education details, certifications, and work experience from the resume. Able to extract other information using nltk

[@SatyajitPattnaik]

New video coming up on this, this library has many issues, hence i am recreating another video on resume parsing

[@irfansyah1909]

is the video already on the youtube channel?@@SatyajitPattnaik

[@SatyajitPattnaik]

@@irfansyah1909 not yet, but you can leverage open ai chatGPT to create a resume parser based on prompt engineering, we are creating one such web app on resume parsing soon, but the parser code wont be made public 😀

[@Zainab-kazme]

You explain everything very calmly and in nice manner. Bless.

[@varunraste3538]

Thank you for such a good content

[@SuLinTan]

Thank you for the video. How do you parse data from a .csv file format with resume string?

[@brahimsabiri3116]

Hello, How to extract the phone number from resume using python

[@SatyajitPattnaik]

This library can extract the phone number, keep digging :)

[@sarojrai8716]

nice one! thanks, can you provide sample resume for this which is preferred by recruiter

[@gopalbhandari506]

Nice one

[@kashimjakati6945]

Anyone facing the slowness on filed = input() from past 15 minutes it's loading only Anyone have idea how to fix it

[@jillanisofttech2977]

Sir your WebScraper Good not working fine please update it sir please.

[@SatyajitPattnaik]

Its working fine for me, I just ran it, if you are getting errors, that must be because of some version mismatch, try to debug or else post questions on stackoverflow :)

[@sakshidongre9507]

@@SatyajitPattnaik which version are u using?

[@anusuryarajawat5834]

Hi , I am creating a similar kind of project but the library isn't working so I wanted to know if u did some changes in the code

[@SatyajitPattnaik]

The library has changed, so my codes might not work, i will create a new video on this

[@hmmmmn6770]

@@SatyajitPattnaik please create a new one been waiting for this from a long time.

[@abhijithm6906]

Im facing the same issue. Has the video been uploaded yet?

[@rishikantpatel5008]

Sir I am facing the problem in reading the file although I copied your code as it is.

[@SatyajitPattnaik]

The library could have changed, so the code might not work..

[@rishikantpatel5008]

@@SatyajitPattnaik So how can I remove this error

[@SatyajitPattnaik]

@@rishikantpatel5008 You will have to debug and fix it, based on the latest library changes, shouldnt be a big deal to fix an issue

[@nesrinekanzari5185]

Thank you 😍

[@mayankporwal4858]

hey i am working on getting skills out of the job description mentioned so is there any many ot get that from a simple Job description of any job on any website.i will provide job description in string fromat? if possible please help

[@snow4663]

what about pdf

[@SatyajitPattnaik]

This parser library doesnt work well, i will come up with another video for resume parsing

[@areebairfan6972]

@Satyajit Pattnaik can you plz guide me i have defined the path where i saved my pdf file but this code isn't working. I'm using this way to define the path D:\CV esume.pdf.

[@vijanisupeshalapiyawardana9424]

Why I am getting this error? --------------------------------------------------------------------------- UnicodeDecodeError Traceback (most recent call last) Cell In[9], line 4 3 with open(filed, 'r') as file: ----> 4 doc.add_paragraph(file.read()) 5 doc.save("text.txt") File :322, in decode(self, input, final) UnicodeDecodeError: 'utf-8' codec can't decode byte 0xd3 in position 10: invalid continuation byte During handling of the above exception, another exception occurred: OSError Traceback (most recent call last) Cell In[9], line 9 7 print(data['skills']) 8 except: ----> 9 data = ResumeParser(filed).get_extracted_data() 10 print(data['skills']) File ~/Documents/environments/python_env/lib/python3.11/site-packages/pyresparser/resume_parser.py:20, in ResumeParser.__init__(self, resume, skills_file, custom_regex) 14 def __init__( 15 self, 16 resume, 17 skills_file=None, 18 custom_regex=None 19 ): ---> 20 nlp = spacy.load('en_core_web_sm') 21 custom_nlp = spacy.load(os.path.dirname(os.path.abspath(__file__))) 22 self.__skills_file = skills_file File ~/Documents/environments/python_env/lib/python3.11/site-packages/spacy/__init__.py:51, in load(name, vocab, disable, enable, exclude, config) 27 def load( 28 name: Union[str, Path], 29 *, (...) 34 config: Union[Dict[str, Any], Config] = util.SimpleFrozenDict(), 35 ) -> Language: 36 """Load a spaCy model from an installed package or a local path. 37 38 name (str): Package name or model path. (...) 49 RETURNS (Language): The loaded nlp object. 50 """ ---> 51 return util.load_model( 52 name, 53 vocab=vocab, 54 disable=disable, 55 enable=enable, 56 exclude=exclude, 57 config=config, 58 ) File ~/Documents/environments/python_env/lib/python3.11/site-packages/spacy/util.py:472, in load_model(name, vocab, disable, enable, exclude, config) 470 if name in OLD_MODEL_SHORTCUTS: 471 raise IOError(Errors.E941.format(name=name, full=OLD_MODEL_SHORTCUTS[name])) # type: ignore[index] --> 472 raise IOError(Errors.E050.format(name=name)) OSError: [E050] Can't find model 'en_core_web_sm'. It doesn't seem to be a Python package or a valid path to a data directory.

[@2000shivav]

Satyajit, We want one Resume Parser to our office can you develop?

[@SatyajitPattnaik]

Yes!

[@2000shivav]

@@SatyajitPattnaik Can we discuss?

[@vaishnavigupta9308]

Sir can i get the same project using c# and react??

[@anilkumarbhuma4152]

Please explain vaex dataframe

[@Findout1882]

tell how to install this library

[@SatyajitPattnaik]

Currently, there are many changes in this library, so my codes might not work, i will create another video on resume parsing soon

[@sajansudhir1859]

Hi..Thanks..Any idea how to pull particular segment and then parse the data...I mean not searching key skills from entire resume but my locating where candidate particularly provide skills information and pulling out that one ideally....

[@SatyajitPattnaik]

so basically, you want to perform some string pattern matching? Did i understand correctly?

[@sajansudhir1859]

Ahhh...I want to crop the segment and extract information from that instead of searching with entire resume text...

[@poonamsharma-te1kg]

If we have 2 columns in a resume then will this library parse it properly??

[@beinginthegame5125]

no

[@rohaborude]

not working. Tried my best to solve errors but this doesn't work for me.

[@SatyajitPattnaik]

The library has changed recently, so thats why many of the people are facing issues, i will create a new video on this topic soon

[@user-rf4vc7mt4d]

@@SatyajitPattnaik Did you make it?

[@SatyajitPattnaik]

@@user-rf4vc7mt4d We are working on this project, the tool will b ready soon

[@user-rf4vc7mt4d]

Was able to get it to work a lil while ago but thanks!

[@FRUXT]

Does not work.... at all ... :(

[@SatyajitPattnaik]

The library might have changed..

[@anirbansarkar6306]

Great and very helpful context. Thanks a lot @Satyajit Pattnaik

[@SatyajitPattnaik]

welcome Anirban

Thanks for this! I'm creating an API to extract relevant information from CVs. In the first place I've tried OpenAI API, but it slows and the output is not consistent per request. I'm going to try this Python lib. Thanks!

[@dannotes9396]

does parsing resume through open AI will have issues in compliance! Just asking out of curiosity because I am also planning to develop one 😊

@@dannotes9396 I’ve solved that problem “showing” examples to the OpenAI models. It generates JSON files which the required structure. Regards,

[@onkarpandhare]

👍👍

[@sakshidongre9507]

Sir please share the code of this video

[@SatyajitPattnaik]

it's just few lines of code, please type it up

[@sakshidongre9507]

@@SatyajitPattnaik then don't say that you'll mention it in the description

[@SatyajitPattnaik]

@@sakshidongre9507 Let me send you the code in a while

[@SatyajitPattnaik]

@@sakshidongre9507 Code: bit.ly/3JKR7VJ

[@sakshidongre9507]

@@SatyajitPattnaik this code is not working...says "can't import resumeparcer from pyresparcer"

[@rex_2231]

how to make a tabe out of the resume parser

[@machineinsurgence87]

Sir, is there an email id to which I can email you? I have a similar project.

[@SatyajitPattnaik]

what you need to email?

[@machineinsurgence87]

@@SatyajitPattnaik I have used this library. Have tested on 10 resumes and got different results such as, in resume 1, name is blank in the output and resume 2, the name is filled. Same applies to the other fields too. That is problem number 1. Now I also want to create a front end database for the HR where she/he can get only specific details such as name, skills and no of experience etc. I will also share the screenshot of different results

[@SatyajitPattnaik]

@@machineinsurgence87 If the library fails, then we have to use our own logic to extract data, my video was to just show an option called as pyresparser via which we can parse resumes. You can also raise an issue in the official GitHub page of pyresparser

[@machineinsurgence87]

@@SatyajitPattnaik May I know how may I edit an existing package? I mean I tried to find the code to edit a package, but was unable to.