pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this project forward.

Overview

pipreqs - Generate requirements.txt file for any project based on imports

Installation

pip install pipreqs

Usage

Usage:
    pipreqs [options] <path>

Options:
    --use-local           Use ONLY local package info instead of querying PyPI
    --pypi-server <url>   Use custom PyPi server
    --proxy <url>         Use Proxy, parameter will be passed to requests library. You can also just set the
                          environments parameter in your terminal:
                          $ export HTTP_PROXY="http://10.10.1.10:3128"
                          $ export HTTPS_PROXY="https://10.10.1.10:1080"
    --debug               Print debug information
    --ignore <dirs>...    Ignore extra directories
    --encoding <charset>  Use encoding parameter for file open
    --savepath <file>     Save the list of requirements in the given file
    --print               Output the list of requirements in the standard output
    --force               Overwrite existing requirements.txt
    --diff <file>         Compare modules in requirements.txt to project imports.
    --clean <file>        Clean up requirements.txt by removing modules that are not imported in project.
    --no-pin              Omit version of output packages.

Example

$ pipreqs /home/project/location
Successfully saved requirements file in /home/project/location/requirements.txt

Contents of requirements.txt

wheel==0.23.0
Yarg==0.1.9
docopt==0.6.2

Why not pip freeze?

  • pip freeze only saves the packages that are installed with pip install in your environment.
  • pip freeze saves all packages in the environment including those that you don't use in your current project. (if you don't have virtualenv)
  • and sometimes you just need to create requirements.txt for a new project without installing modules.
Comments
  • Error while creating requirements.txt

    Error while creating requirements.txt

    Hello!

    C:\Users\ipetrash\Desktop\PyScripts\hideme.ru-proxy-list>pipreqs C:\Users\ipetrash\Desktop\PyScripts\hideme.ru-proxy-list
    Traceback (most recent call last):
      File "C:\Python34\lib\runpy.py", line 170, in _run_module_as_main
        "__main__", mod_spec)
      File "C:\Python34\lib\runpy.py", line 85, in _run_code
        exec(code, run_globals)
      File "C:\Python34\Scripts\pipreqs.exe\__main__.py", line 9, in <module>
      File "C:\Python34\lib\site-packages\pipreqs\pipreqs.py", line 178, in main
        init(args)
      File "C:\Python34\lib\site-packages\pipreqs\pipreqs.py", line 157, in init
        local = get_import_local(candidates)
      File "C:\Python34\lib\site-packages\pipreqs\pipreqs.py", line 112, in get_import_local
        local = get_locally_installed_packages()
      File "C:\Python34\lib\site-packages\pipreqs\pipreqs.py", line 105, in get_locally_installed_packages
        'version': package[1].replace(".dist", ""),
    IndexError: list index out of range
    

    Used for: https://github.com/gil9red/hideme.ru-proxy-list

    Sincerely yours, gil9red

    bug 
    opened by gil9red 23
  • New Option for Dynamic Versioning, e.g. wheel==0.23.*, wheel==0.* or wheel

    New Option for Dynamic Versioning, e.g. wheel==0.23.*, wheel==0.* or wheel

    Added new option "dynamic", for dynamic versioning.

    Example: wheel==0.23.0

    There will be 3 possible args for this option, micro, minor or all. The result in requirements.txt will be as below.

    • wheel==0.23.* (micro)
    • wheel==0.* (minor)
    • wheel (all)

    This will enable more targeted installations, esp if one is only looking at bug fixes, security patches or minor/micro version updates, or simply just install most recent updates.

    --no-pin option is merged within this new option as the "all" arg.

    @jcch94

    opened by mapattacker 13
  • UnicodeDecodeError: 'utf-8' codec can't decode byte

    UnicodeDecodeError: 'utf-8' codec can't decode byte

    I just installed pipreqs for the first time. This is what it does:

    $ pipreqs $(pwd)
    Traceback (most recent call last):
      File "/Users/tillmann/dev/textSum/.direnv/python-3.8.3/bin/pipreqs", line 10, in <module>
        sys.exit(main())
      File "/Users/tillmann/dev/textSum/.direnv/python-3.8.3/lib/python3.8/site-packages/pipreqs/pipreqs.py", line 470, in main
        init(args)
      File "/Users/tillmann/dev/textSum/.direnv/python-3.8.3/lib/python3.8/site-packages/pipreqs/pipreqs.py", line 406, in init
        candidates = get_all_imports(input_path,
      File "/Users/tillmann/dev/textSum/.direnv/python-3.8.3/lib/python3.8/site-packages/pipreqs/pipreqs.py", line 122, in get_all_imports
        contents = f.read()
      File "/usr/local/bin/../Cellar/[email protected]/3.8.3_2/bin/../Frameworks/Python.framework/Versions/3.8/lib/python3.8/codecs.py", line 322, in decode
        (result, consumed) = self._buffer_decode(data, self.errors, final)
    UnicodeDecodeError: 'utf-8' codec can't decode byte 0xb1 in position 81: invalid start byte
    

    Am I doing something wrong?

    $ neofetch           
                        'c.          [email protected] 
                     ,xNMM.          -------------------- 
                   .OMMMMo           OS: macOS Catalina 10.15.5 19F101 x86_64 
                   OMMM0,            Host: MacBookPro15,1 
         .;loddo:' loolloddol;.      Kernel: 19.5.0 
       cKMMMMMMMMMMNWMMMMMMMMMM0:    Uptime: 17 days, 14 hours, 5 mins 
     .KMMMMMMMMMMMMMMMMMMMMMMMWd.    Packages: 115 (brew) 
     XMMMMMMMMMMMMMMMMMMMMMMMX.      Shell: zsh 5.7.1 
    ;MMMMMMMMMMMMMMMMMMMMMMMM:       Resolution: [email protected], [email protected], [email protected] 
    :MMMMMMMMMMMMMMMMMMMMMMMM:       DE: Aqua 
    .MMMMMMMMMMMMMMMMMMMMMMMMX.      WM: Quartz Compositor 
     kMMMMMMMMMMMMMMMMMMMMMMMMWd.    WM Theme: Blue (Light) 
     .XMMMMMMMMMMMMMMMMMMMMMMMMMMk   Terminal: Apple_Terminal 
      .XMMMMMMMMMMMMMMMMMMMMMMMMK.   Terminal Font: HackNerdFontComplete-Regular 
        kMMMMMMMMMMMMMMMMMMMMMMd     CPU: Intel i7-8850H (12) @ 2.60GHz 
         ;KMMMMMMMWXXWMMMMMMMk.      GPU: Intel UHD Graphics 630, Radeon Pro 560X 
           .cooc,.    .,coo:.        Memory: 10080MiB / 16384MiB 
    $ python -V                      
    Python 3.8.3
    
    opened by tbrodbeck 11
  • Pipreqs missing some requirements

    Pipreqs missing some requirements

    I develop this project: https://github.com/tuwien-musicir/rp_extract

    As you can see from the imports it uses a lot of libraries (numpy, scipy, matplotlib, argparse, unicsv, cPickle, sklearn, ...) - many of which are missed by pipreqs:

    pipreqs --debug --force . DEBUG: Found packages: set(['argparse', 'cPickle', 'uuid', 'tempfile', 'numpy', 'pylab', 'matplotlib', 'wave', 'sys', 'subprocess', 'os', 'sklearn']) DEBUG: Found imports: matplotlib, numpy, matplotlib, scikit_learn DEBUG: Getting packages information from Local/PyPI INFO: Starting new HTTPS connection (1): pypi.python.org DEBUG: Setting read timeout to None DEBUG: "GET /pypi/numpy/json HTTP/1.1" 200 65657 INFO: Starting new HTTPS connection (1): pypi.python.org DEBUG: Setting read timeout to None DEBUG: "GET /pypi/scikit_learn/json HTTP/1.1" 301 0 DEBUG: Setting read timeout to None DEBUG: "GET /pypi/scikit-learn/json HTTP/1.1" 200 102410 DEBUG: Writing 4 requirements: matplotlib, matplotlib, numpy, scikit_learn to ./requirements.txt INFO: Successfully saved requirements file in ./requirements.txt [email protected]:~/rp_extract$ cat requirements.txt matplotlib == 1.3.1.egg matplotlib == 1.3.1.egg numpy == 1.10.1 scikit_learn == 0.17

    Why does it miss many of the library requirements? (some of them are even mentioned in the debug output, some are not, e.g. scipy, unicsv) (and matplotlib on the other hand is put twice into the requirements.txt)

    bug 
    opened by audiofeature 10
  • Error executing newly installed pipreqs

    Error executing newly installed pipreqs

    I installed pipreqs using pip install pipreqs within my local virtualenv and then executed it, got this error:

    ~/code % pipreqs web
    Looking for imports
    Traceback (most recent call last):
      File "/home/satiani/code/web/venv/bin/pipreqs", line 8, in <module>
        load_entry_point('pipreqs==0.1.8', 'console_scripts', 'pipreqs')()
      File "/home/satiani/code/web/venv/local/lib/python2.7/site-packages/pipreqs/pipreqs.py", line 109, in main
        init(args)
      File "/home/satiani/code/web/venv/local/lib/python2.7/site-packages/pipreqs/pipreqs.py", line 92, in init
        imports = get_all_imports(args['<path>'])
      File "/home/satiani/code/web/venv/local/lib/python2.7/site-packages/pipreqs/pipreqs.py", line 62, in get_all_imports
        with open(os.path.join(os.path.dirname(__file__), "stdlib"), "r") as f:
    IOError: [Errno 2] No such file or directory: '/home/satiani/code/web/venv/local/lib/python2.7/site-packages/pipreqs/stdlib'
    zsh: exit 1     pipreqs web
    
    bug 
    opened by satiani 10
  • Difference between package name and import name makes problem

    Difference between package name and import name makes problem

    For example, to import beautifulsoup4 package, it should be import bs4. So pipreqs cannot find the beautifulsoup4 package from pypi server. I don't have an idea to resolve this problem... :(

    bug 
    opened by littmus 9
  • whitelines at the beginning of the file

    whitelines at the beginning of the file

    pipreqs fails on python files which have blank lines at the beginning of the file.

    System:

    • Python 3.6.8
    • 16.04.1-Ubuntu
    • pipreqs 0.4.10

    Stacktrace:

    ERROR: Failed on file: /home/test/file.py
    Traceback (most recent call last):
      File "/usr/local/bin/pipreqs", line 10, in <module>
        sys.exit(main())
      File "/usr/local/lib/python3.6/dist-packages/pipreqs/pipreqs.py", line 470, in main
        init(args)
      File "/usr/local/lib/python3.6/dist-packages/pipreqs/pipreqs.py", line 409, in init
        follow_links=follow_links)
      File "/usr/local/lib/python3.6/dist-packages/pipreqs/pipreqs.py", line 138, in get_all_imports
        raise exc
      File "/usr/local/lib/python3.6/dist-packages/pipreqs/pipreqs.py", line 124, in get_all_imports
        tree = ast.parse(contents)
      File "/usr/lib/python3.6/ast.py", line 35, in parse
        return compile(source, filename, mode, PyCF_ONLY_AST)
      File "<unknown>", line 1
        
        ^
    SyntaxError: invalid character in identifier
    
    opened by EliasVansteenkiste 8
  • Is there a way to output >= instead of == in requirements.txt?

    Is there a way to output >= instead of == in requirements.txt?

    Is there a way to output >= instead of == in requirements.txt?

    pygsheets>=1.1.3
    retrying>=1.3.3
    

    Instead of

    pygsheets==1.1.3
    retrying==1.3.3
    

    Thanks!

    opened by philipperemy 8
  • -bash: pipreqs: command not found

    -bash: pipreqs: command not found

    When I try to run the pipreqs from cli, I got ther is no command found. I miss something? The installation process and the usage is jus this:

    $ pip install pipreqs
    $ pipreqs [path/to/project]
    
    opened by varadig 8
  • Exception when 'import' is used in comments

    Exception when 'import' is used in comments

    A freshly installed pipreqs (in a venv) crashes on pylint source (in a venv in my case)

    Offending line is: https://bitbucket.org/logilab/pylint/src/cc5990f6a12a467d09567bfc1b210ba999f6cb13/pylint/test/functional/unused_import.py?at=default#cl-3

    ~/src/c3 $ pipreqs .
    Traceback (most recent call last):
      File "/home/koert/src/c3/.ve2/bin/pipreqs", line 11, in <module>
        sys.exit(main())
      File "/home/koert/src/c3/.ve2/local/lib/python2.7/site-packages/pipreqs/pipreqs.py", line 167, in main
        init(args)
      File "/home/koert/src/c3/.ve2/local/lib/python2.7/site-packages/pipreqs/pipreqs.py", line 139, in init
        candidates = get_all_imports(args['<path>'])
      File "/home/koert/src/c3/.ve2/local/lib/python2.7/site-packages/pipreqs/pipreqs.py", line 48, in get_all_imports
        res = map(get_name_without_alias, item.split(","))
      File "/home/koert/src/c3/.ve2/local/lib/python2.7/site-packages/pipreqs/pipreqs.py", line 130, in get_name_without_alias
        name = REGEXP[0].match(name.strip()).groups(0)[0]
    AttributeError: 'NoneType' object has no attribute 'groups'
    ~/src/c3 $ pip freeze
    docopt==0.6.2
    pipreqs==0.2.4
    requests==2.7.0
    yarg==0.1.9
    
    bug 
    opened by kvdveer 8
  • Incorret package included for Hydra

    Incorret package included for Hydra

    I'm using Facebook hydra-core package (see Hydra.cc). But this package is not correctly handled because of another package with the same name (hydra - the python bloom filter).

    Example

    # content of my.py, the only file in my dir to show the behavior with pipreqs
    import hydra
    
    if __name__ == "__main__":
        print(hydra.__version__)
    

    Case 1:

    Only hydra-core is locally installed

    # Name Version Build Channel hydra-core 1.0.6 pypi_0 pypi

    Then output of pipreqs --print is:

    hydra_core==1.0.6
    hydra==2.5
    INFO: Successfully output requirements
    

    And output of pipreqs --print --use-local is:

    hydra_core==1.0.6
    INFO: Successfully output requirements
    

    Case 2:

    When both hydra-core and hydra are installed (this easily happens to anyone using fb hydra-core package because of accidentally using pip install hydra instead of pip install hydra-core), then for both commands (with and without --use-local flag) the output is following:

    Hydra==2.5
    INFO: Successfully output requirements
    

    Question

    I was thinking about updating mapping with a line of hydra:hydra-core (similarly to https://github.com/bndr/pipreqs/pull/234). Is that the right way how to deal with this issue? I was just a bit wondering about this since the behavior described above was quite strange to me (I was also confused with e.g. why hydra starts sometimes with capital letter and sometimes not).

    Environment

    Python 3.8.6 pipreqs 0.4.10

    opened by sxooler 7
  • Doc: no-pin instead of non-pin for scheme

    Doc: no-pin instead of non-pin for scheme

    If there is no specific reason to call it non-pin in the explanation text and no-pin for the option, I would change the explanation text:

        --mode <scheme>       Enables dynamic versioning with <compat>, <gt> or <non-pin> schemes
                              <compat> | e.g. Flask~=1.1.2
                              <gt>     | e.g. Flask>=1.1.2
                              <no-pin> | e.g. Flask
    
    opened by klieret 0
  • pipreqs online doesn't work behind proxy

    pipreqs online doesn't work behind proxy

    Without "--use-local", I can't use pipreqs:

    Error Traceback
    >pipreqs
    Traceback (most recent call last):
      File "C:\Users\RUSANAN\AppData\Roaming\Python\Python39\site-packages\urllib3\connectionpool.py", line 700, in urlopen
        self._prepare_proxy(conn)
      File "C:\Users\RUSANAN\AppData\Roaming\Python\Python39\site-packages\urllib3\connectionpool.py", line 996, in _prepare_proxy
        conn.connect()
      File "C:\Users\RUSANAN\AppData\Roaming\Python\Python39\site-packages\urllib3\connection.py", line 414, in connect
        self.sock = ssl_wrap_socket(
      File "C:\Users\RUSANAN\AppData\Roaming\Python\Python39\site-packages\urllib3\util\ssl_.py", line 449, in ssl_wrap_socket
        ssl_sock = _ssl_wrap_socket_impl(
      File "C:\Users\RUSANAN\AppData\Roaming\Python\Python39\site-packages\urllib3\util\ssl_.py", line 493, in _ssl_wrap_socket_impl
        return ssl_context.wrap_socket(sock, server_hostname=server_hostname)
      File "c:\program files (x86)\python 3.9.6\lib\ssl.py", line 500, in wrap_socket
        return self.sslsocket_class._create(
      File "c:\program files (x86)\python 3.9.6\lib\ssl.py", line 1040, in _create
        self.do_handshake()
      File "c:\program files (x86)\python 3.9.6\lib\ssl.py", line 1309, in do_handshake
        self._sslobj.do_handshake()
    ssl.SSLCertVerificationError: [SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to get local issuer certificate (_ssl.c:1129)
    
    During handling of the above exception, another exception occurred:
    
    Traceback (most recent call last):
      File "C:\Users\RUSANAN\AppData\Roaming\Python\Python39\site-packages\requests\adapters.py", line 489, in send
        resp = conn.urlopen(
      File "C:\Users\RUSANAN\AppData\Roaming\Python\Python39\site-packages\urllib3\connectionpool.py", line 787, in urlopen
        retries = retries.increment(
      File "C:\Users\RUSANAN\AppData\Roaming\Python\Python39\site-packages\urllib3\util\retry.py", line 592, in increment
        raise MaxRetryError(_pool, url, error or ResponseError(cause))
    urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='pypi.org', port=443): Max retries exceeded with url: /pypi/pyodbc/json (Caused by SSLError(SSLCertVerificationError(1, '[SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to get local issuer certificate (_ssl.c:1129)')))
    
    During handling of the above exception, another exception occurred:
    
    Traceback (most recent call last):
      File "c:\program files (x86)\python 3.9.6\lib\runpy.py", line 197, in _run_module_as_main
        return _run_code(code, main_globals, None,
      File "c:\program files (x86)\python 3.9.6\lib\runpy.py", line 87, in _run_code
        exec(code, run_globals)
      File "C:\Users\RUSANAN\AppData\Roaming\Python\Python39\Scripts\pipreqs.exe\__main__.py", line 7, in <module>
      File "C:\Users\RUSANAN\AppData\Roaming\Python\Python39\site-packages\pipreqs\pipreqs.py", line 488, in main
        init(args)
      File "C:\Users\RUSANAN\AppData\Roaming\Python\Python39\site-packages\pipreqs\pipreqs.py", line 439, in init
        imports = local + get_imports_info(difference,
      File "C:\Users\RUSANAN\AppData\Roaming\Python\Python39\site-packages\pipreqs\pipreqs.py", line 179, in get_imports_info
        response = requests.get(
      File "C:\Users\RUSANAN\AppData\Roaming\Python\Python39\site-packages\requests\api.py", line 73, in get
        return request("get", url, params=params, **kwargs)
      File "C:\Users\RUSANAN\AppData\Roaming\Python\Python39\site-packages\requests\api.py", line 59, in request
        return session.request(method=method, url=url, **kwargs)
      File "C:\Users\RUSANAN\AppData\Roaming\Python\Python39\site-packages\requests\sessions.py", line 587, in request
        resp = self.send(prep, **send_kwargs)
      File "C:\Users\RUSANAN\AppData\Roaming\Python\Python39\site-packages\requests\sessions.py", line 723, in send
        history = [resp for resp in gen]
      File "C:\Users\RUSANAN\AppData\Roaming\Python\Python39\site-packages\requests\sessions.py", line 723, in <listcomp>
        history = [resp for resp in gen]
      File "C:\Users\RUSANAN\AppData\Roaming\Python\Python39\site-packages\requests\sessions.py", line 266, in resolve_redirects
        resp = self.send(
      File "C:\Users\RUSANAN\AppData\Roaming\Python\Python39\site-packages\requests\sessions.py", line 701, in send
        r = adapter.send(request, **kwargs)
      File "C:\Users\RUSANAN\AppData\Roaming\Python\Python39\site-packages\requests\adapters.py", line 563, in send
        raise SSLError(e, request=request)
    requests.exceptions.SSLError: HTTPSConnectionPool(host='pypi.org', port=443): Max retries exceeded with url: /pypi/pyodbc/json (Caused by SSLError(SSLCertVerificationError(1, '[SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to get local issuer certificate (_ssl.c:1129)')))
    

    I also have a pip.ini file configured with a index-url and trusted-host from my company: pip.ini:

    [global]
    index-url = ...
    trusted-host = ...
    
    opened by andrader 1
  • UnicodeDecodeError: 'charmap' codec can't decode byte 0x81 in position 454: character maps to <undefined>

    UnicodeDecodeError: 'charmap' codec can't decode byte 0x81 in position 454: character maps to

    • OS version: Microsoft Windows 10 Pro, version 10.0.19044 compilation 19044

    • Local setup:

      • Python virtual environment with the following packages:
      atomicwrites==1.4.1
      attrs==22.1.0
      certifi==2022.6.15
      charset-normalizer==2.1.0
      chispa==0.9.2
      colorama==0.4.5
      docopt==0.6.2
      idna==3.3
      iniconfig==1.1.1
      joblib==1.1.0
      loguru==0.6.0
      numpy==1.23.1
      packaging==21.3
      pandas==1.4.3
      pipreqs==0.4.11
      plotly==5.9.0
      pluggy==1.0.0
      py==1.11.0
      py4j==0.10.9.5
      pyparsing==3.0.9
      pyspark==3.3.0
      pytest==7.1.2
      python-dateutil==2.8.2
      pytz==2022.1
      requests==2.28.1
      scikit-learn==1.1.2
      scipy==1.9.0
      six==1.16.0
      tenacity==8.0.1
      threadpoolctl==3.1.0
      tomli==2.0.1
      urllib3==1.26.11
      win32-setctime==1.1.0
      yarg==0.1.9
      
    • Detailed steps to reproduce the bug:

      • Execute pipreqs project_name
    • Full stacktrace:

    Traceback (most recent call last):
      File "C:\Program Files\Python310\lib\runpy.py", line 196, in _run_module_as_main
        return _run_code(code, main_globals, None,
      File "C:\Program Files\Python310\lib\runpy.py", line 86, in _run_code
        exec(code, run_globals)
      File "C:\Users\carlafernandez\Documents\my_projects\project\project_name\venv-pyspark\Scripts\pipreqs.exe\__main__.py", line 7, in <module>
      File "C:\Users\carlafernandez\Documents\my_projects\project\project_name\venv-pyspark\lib\site-packages\pipreqs\pipreqs.py", line 488, in main
        init(args)
      File "C:\Users\carlafernandez\Documents\my_projects\project\project_name\venv-pyspark\lib\site-packages\pipreqs\pipreqs.py", line 415, in init
        candidates = get_all_imports(input_path,
      File "C:\Users\carlafernandez\Documents\my_projects\project\project_name\venv-pyspark\lib\site-packages\pipreqs\pipreqs.py", line 115, in get_all_imports
        contents = f.read()
      File "C:\Program Files\Python310\lib\encodings\cp1252.py", line 23, in decode
        return codecs.charmap_decode(input,self.errors,decoding_table)[0]
    UnicodeDecodeError: 'charmap' codec can't decode byte 0x81 in position 454: character maps to <undefined>
    
    opened by CarlaFernandez 2
  • Pipreqs bug for mysql-python-connector

    Pipreqs bug for mysql-python-connector

    Hi,

    I found a bug that I want to report.

    I am using the mysql-connector-python connector to connect to a database.

    When I run pipreqs in the terminal ---- ----- > in the requirements.txt file I get the mysql-connector-repackaged package instead of the mysql-connector-python one.

    And it is consistent across all my windows machines where I have tried generating this.

    I think it has something to do with updating :-?? because the repackaged version is an older one.

    Thanks a lot!

    opened by tulbureandreit 0
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