spaCy/website/docs/usage/troubleshooting.jade

//- 💫 DOCS > USAGE > TROUBLESHOOTING

include ../../_includes/_mixins

p
    |  This section collects some of the most common errors you may come
    |  across when installing, loading and using spaCy, as well as their solutions.

+aside("Help us improve this guide")
    |  Did you come across a problem like the ones listed here and want to
    |  share the solution? You can find the "Suggest edits" button at the
    |  bottom of this page that points you to the source. We always
    |  appreciate #[+a(gh("spaCy") + "/pulls") pull requests]!

+h(2, "install-loading") Installation and loading

+h(3, "compatible-model") No compatible model found

+code(false, "text").
    No compatible model found for [lang] (spaCy v#{SPACY_VERSION}).

p
    |  This usually means that the model you're trying to download does not
    |  exist, or isn't available for your version of spaCy.

+infobox("Solutions")
    |  Check the #[+a(gh("spacy-models", "compatibility.json")) compatibility table]
    |  to see which models are available for your spaCy version. If you're using
    |  an old version, consider upgrading to the latest release. Note that while
    |  spaCy supports tokenization for
    |  #[+a("/docs/api/language-models/#alpha-support") a variety of languages],
    |  not all of them come with statistical models. To only use the tokenizer,
    |  import the language's #[code Language] class instead, for example
    |  #[code from spacy.fr import French].


+h(3, "symlink-privilege") Symbolic link privilege not held

+code(false, "text").
    OSError: symbolic link privilege not held

p
    |  To create #[+a("/docs/usage/models/#usage") shortcut links] that let you
    |  load models by name, spaCy creates a symbolic link in the
    |  #[code spacy/data] directory. This means your user needs permission to do
    |  this. The above error mostly occurs when doing a system-wide installation,
    |  which will create the symlinks in a system directory.

+infobox("Solutions")
    |  Run the #[code download] or #[code link] command as administrator,
    |  or use a #[code virtualenv] to install spaCy in a user directory, instead
    |  of doing a system-wide installation.


+h(3, "import-error") Import error

+code(false, "text").
    Import Error: No module named spacy

p
    |  This error means that the spaCy module can't be located on your system, or in
    |  your environment.

+infobox("Solutions")
    |  Make sure you have spaCy installed. If you're using a #[code virtualenv],
    |  make sure it's activated and check that spaCy is installed in that
    |  environment – otherwise, you're trying to load a system installation. You
    |  can also run #[code which python] to find out where your Python
    |  executable is located.

+h(3, "import-error-models") Import error: models

+code(false, "text").
    ImportError: No module named 'en_core_web_sm'

p
    |  As of spaCy v1.7, all models can be installed as Python packages. This means
    |  that they'll become importable modules of your application. When creating
    |  #[+a("/docs/usage/models/#usage") shortcut links], spaCy will also try
    |  to import the model to load its meta data. If this fails, it's usually a
    |  sign that the package is not installed in the current environment.

+infobox("Solutions")
    |  Run #[code pip list] or #[code pip freeze] to check which model packages
    |  you have installed, and install the
    |  #[+a("/docs/usage/models#available") correct models] if necessary. If you're
    |  importing a model manually at the top of a file, make sure to use the name
    |  of the package, not the shortcut link you've created.

+h(3, "vocab-strings") File not found: vocab/strings.json

+code(false, "text").
    FileNotFoundError: No such file or directory: [...]/vocab/strings.json

p
    |  This error may occur when using #[code spacy.load()] to load
    |  a language model – either because you haven't set up a
    |  #[+a("/docs/usage/models/#usage") shortcut link] for it, or because it
    |  doesn't actually exist.

+infobox("Solutions")
    |  Set up a #[+a("/docs/usage/models/#usage") shortcut link] for the model
    |  you want to load. This can either be an installed model package, or a
    |  local directory containing the model data. If you want to use one of the
    |  #[+a("/docs/api/language-models/#alpha-support") alpha tokenizers] for
    |  languages that don't yet have a statistical model, you should import its
    |  #[code Language] class instead, for example
    |  #[code from spacy.fr import French].

+h(3, "command-not-found") Command not found

+code(false, "text").
    command not found: spacy

p
    |  This error may occur when running the #[code spacy] command from the
    |  command line. spaCy does not currently add an entry to our #[code PATH]
    |  environment variable, as  this can lead to unexpected results, especially
    |  when using #[code virtualenv]. Instead, commands need to be prefixed with
    |  #[code python -m].

+infobox("Solution")
    |  Run the command with #[code python -m], for example
    |  #[code python -m spacy download en]. For more info on this, see the
    |  #[+a("/docs/usage/cli") CLI documentation].

+h(2, "usage") Using spaCy

+h(3, "pos-lemma-number") POS tag or lemma is returned as number

+code.
    doc = nlp(u'This is text.')
    print([word.pos for word in doc])
    # [88, 98, 90, 95]

p
    |  Like many NLP libraries, spaCy encodes all strings to integers. This
    |  reduces memory usage and improves efficiency. The integer mapping also
    |  makes it easy to interoperate with numpy. To access the string
    |  representation instead of the integer ID, add an underscore #[code _]
    |  after the attribute.

+infobox("Solutions")
    |  Use #[code pos_] or #[code lemma_] instead. See the
    |  #[+api("token#attributes") #[code Token] attributes] for a list of available
    |  attributes and their string representations.


+h(3, "pron-lemma") Pronoun lemma is returned as #[code -PRON-]

+code.
    doc = nlp(u'They are')
    print(doc[0].lemma_)
    # -PRON-

p
    |  This is in fact expected behaviour and not a bug.
    |  Unlike verbs and common nouns, there's no clear base form of a personal
    |  pronoun. Should the lemma of "me" be "I", or should we normalize person
    |  as well, giving "it" — or maybe "he"? spaCy's solution is to introduce a
    |  novel symbol, #[code -PRON-], which is used as the lemma for
    |  all personal pronouns. For more info on this, see the
    |  #[+api("annotation#lemmatization") annotation specs] on lemmatization.