Merge branch 'master' of https://github.com/explosion/spaCy

.github/contributors/ALSchwalm.md

@@ -0,0 +1,106 @@
+# spaCy contributor agreement
+
+This spaCy Contributor Agreement (**"SCA"**) is based on the
+[Oracle Contributor Agreement](http://www.oracle.com/technetwork/oca-405177.pdf).
+The SCA applies to any contribution that you make to any product or project
+managed by us (the **"project"**), and sets out the intellectual property rights
+you grant to us in the contributed materials. The term **"us"** shall mean
+[ExplosionAI UG (haftungsbeschränkt)](https://explosion.ai/legal). The term
+**"you"** shall mean the person or entity identified below.
+
+If you agree to be bound by these terms, fill in the information requested
+below and include the filled-in version with your first pull request, under the
+folder [`.github/contributors/`](/.github/contributors/). The name of the file
+should be your GitHub username, with the extension `.md`. For example, the user
+example_user would create the file `.github/contributors/example_user.md`.
+
+Read this agreement carefully before signing. These terms and conditions
+constitute a binding legal agreement.
+
+## Contributor Agreement
+
+1. The term "contribution" or "contributed materials" means any source code,
+object code, patch, tool, sample, graphic, specification, manual,
+documentation, or any other material posted or submitted by you to the project.
+
+2. With respect to any worldwide copyrights, or copyright applications and
+registrations, in your contribution:
+
+    * you hereby assign to us joint ownership, and to the extent that such
+    assignment is or becomes invalid, ineffective or unenforceable, you hereby
+    grant to us a perpetual, irrevocable, non-exclusive, worldwide, no-charge,
+    royalty-free, unrestricted license to exercise all rights under those
+    copyrights. This includes, at our option, the right to sublicense these same
+    rights to third parties through multiple levels of sublicensees or other
+    licensing arrangements;
+
+    * you agree that each of us can do all things in relation to your
+    contribution as if each of us were the sole owners, and if one of us makes
+    a derivative work of your contribution, the one who makes the derivative
+    work (or has it made will be the sole owner of that derivative work;
+
+    * you agree that you will not assert any moral rights in your contribution
+    against us, our licensees or transferees;
+
+    * you agree that we may register a copyright in your contribution and
+    exercise all ownership rights associated with it; and
+
+    * you agree that neither of us has any duty to consult with, obtain the
+    consent of, pay or render an accounting to the other for any use or
+    distribution of your contribution.
+
+3. With respect to any patents you own, or that you can license without payment
+to any third party, you hereby grant to us a perpetual, irrevocable,
+non-exclusive, worldwide, no-charge, royalty-free license to:
+
+    * make, have made, use, sell, offer to sell, import, and otherwise transfer
+    your contribution in whole or in part, alone or in combination with or
+    included in any product, work or materials arising out of the project to
+    which your contribution was submitted, and
+
+    * at our option, to sublicense these same rights to third parties through
+    multiple levels of sublicensees or other licensing arrangements.
+
+4. Except as set out above, you keep all right, title, and interest in your
+contribution. The rights that you grant to us under these terms are effective
+on the date you first submitted a contribution to us, even if your submission
+took place before the date you sign these terms.
+
+5. You covenant, represent, warrant and agree that:
+
+    * Each contribution that you submit is and shall be an original work of
+    authorship and you can legally grant the rights set out in this SCA;
+
+    * to the best of your knowledge, each contribution will not violate any
+    third party's copyrights, trademarks, patents, or other intellectual
+    property rights; and
+
+    * each contribution shall be in compliance with U.S. export control laws and
+    other applicable export and import laws. You agree to notify us if you
+    become aware of any circumstance which would make any of the foregoing
+    representations inaccurate in any respect. We may publicly disclose your
+    participation in the project, including the fact that you have signed the SCA.
+
+6. This SCA is governed by the laws of the State of California and applicable
+U.S. Federal law. Any choice of law rules will not apply.
+
+7. Please place an “x” on one of the applicable statement below. Please do NOT
+mark both statements:
+
+    * [x] I am signing on behalf of myself as an individual and no other person
+    or entity, including my employer, has or will have rights with respect to my
+    contributions.
+
+    * [ ] I am signing on behalf of my employer or a legal entity and I have the
+    actual authority to contractually bind that entity.
+
+## Contributor Details
+
+| Field                          | Entry                    |
+|------------------------------- | ------------------------ |
+| Name                           | Adam Schwalm             |
+| Company name (if applicable)   | Star Lab                 |
+| Title or role (if applicable)  | Software Engineer        |
+| Date                           | 2018-11-28               |
+| GitHub username                | ALSchwalm                |
+| Website (optional)             | https://alschwalm.com    |

.github/contributors/svlandeg.md

@@ -0,0 +1,106 @@
+# spaCy contributor agreement
+
+This spaCy Contributor Agreement (**"SCA"**) is based on the
+[Oracle Contributor Agreement](http://www.oracle.com/technetwork/oca-405177.pdf).
+The SCA applies to any contribution that you make to any product or project
+managed by us (the **"project"**), and sets out the intellectual property rights
+you grant to us in the contributed materials. The term **"us"** shall mean
+[ExplosionAI UG (haftungsbeschränkt)](https://explosion.ai/legal). The term
+**"you"** shall mean the person or entity identified below.
+
+If you agree to be bound by these terms, fill in the information requested
+below and include the filled-in version with your first pull request, under the
+folder [`.github/contributors/`](/.github/contributors/). The name of the file
+should be your GitHub username, with the extension `.md`. For example, the user
+example_user would create the file `.github/contributors/example_user.md`.
+
+Read this agreement carefully before signing. These terms and conditions
+constitute a binding legal agreement.
+
+## Contributor Agreement
+
+1. The term "contribution" or "contributed materials" means any source code,
+object code, patch, tool, sample, graphic, specification, manual,
+documentation, or any other material posted or submitted by you to the project.
+
+2. With respect to any worldwide copyrights, or copyright applications and
+registrations, in your contribution:
+
+    * you hereby assign to us joint ownership, and to the extent that such
+    assignment is or becomes invalid, ineffective or unenforceable, you hereby
+    grant to us a perpetual, irrevocable, non-exclusive, worldwide, no-charge,
+    royalty-free, unrestricted license to exercise all rights under those
+    copyrights. This includes, at our option, the right to sublicense these same
+    rights to third parties through multiple levels of sublicensees or other
+    licensing arrangements;
+
+    * you agree that each of us can do all things in relation to your
+    contribution as if each of us were the sole owners, and if one of us makes
+    a derivative work of your contribution, the one who makes the derivative
+    work (or has it made will be the sole owner of that derivative work;
+
+    * you agree that you will not assert any moral rights in your contribution
+    against us, our licensees or transferees;
+
+    * you agree that we may register a copyright in your contribution and
+    exercise all ownership rights associated with it; and
+
+    * you agree that neither of us has any duty to consult with, obtain the
+    consent of, pay or render an accounting to the other for any use or
+    distribution of your contribution.
+
+3. With respect to any patents you own, or that you can license without payment
+to any third party, you hereby grant to us a perpetual, irrevocable,
+non-exclusive, worldwide, no-charge, royalty-free license to:
+
+    * make, have made, use, sell, offer to sell, import, and otherwise transfer
+    your contribution in whole or in part, alone or in combination with or
+    included in any product, work or materials arising out of the project to
+    which your contribution was submitted, and
+
+    * at our option, to sublicense these same rights to third parties through
+    multiple levels of sublicensees or other licensing arrangements.
+
+4. Except as set out above, you keep all right, title, and interest in your
+contribution. The rights that you grant to us under these terms are effective
+on the date you first submitted a contribution to us, even if your submission
+took place before the date you sign these terms.
+
+5. You covenant, represent, warrant and agree that:
+
+    * Each contribution that you submit is and shall be an original work of
+    authorship and you can legally grant the rights set out in this SCA;
+
+    * to the best of your knowledge, each contribution will not violate any
+    third party's copyrights, trademarks, patents, or other intellectual
+    property rights; and
+
+    * each contribution shall be in compliance with U.S. export control laws and
+    other applicable export and import laws. You agree to notify us if you
+    become aware of any circumstance which would make any of the foregoing
+    representations inaccurate in any respect. We may publicly disclose your
+    participation in the project, including the fact that you have signed the SCA.
+
+6. This SCA is governed by the laws of the State of California and applicable
+U.S. Federal law. Any choice of law rules will not apply.
+
+7. Please place an “x” on one of the applicable statement below. Please do NOT
+mark both statements:
+
+    * [x] I am signing on behalf of myself as an individual and no other person
+    or entity, including my employer, has or will have rights with respect to my
+    contributions.
+
+    * [ ] I am signing on behalf of my employer or a legal entity and I have the
+    actual authority to contractually bind that entity.
+
+## Contributor Details
+
+| Field                          | Entry                |
+|------------------------------- | -------------------- |
+| Name                           | Sofie Van Landeghem  |
+| Company name (if applicable)   |                      |
+| Title or role (if applicable)  |                      |
+| Date                           | 29 Nov 2018          |
+| GitHub username                | svlandeg             |
+| Website (optional)             |                      |

.github/contributors/wxv.md

@@ -0,0 +1,106 @@
+# spaCy contributor agreement
+
+This spaCy Contributor Agreement (**"SCA"**) is based on the
+[Oracle Contributor Agreement](http://www.oracle.com/technetwork/oca-405177.pdf).
+The SCA applies to any contribution that you make to any product or project
+managed by us (the **"project"**), and sets out the intellectual property rights
+you grant to us in the contributed materials. The term **"us"** shall mean
+[ExplosionAI UG (haftungsbeschränkt)](https://explosion.ai/legal). The term
+**"you"** shall mean the person or entity identified below.
+
+If you agree to be bound by these terms, fill in the information requested
+below and include the filled-in version with your first pull request, under the
+folder [`.github/contributors/`](/.github/contributors/). The name of the file
+should be your GitHub username, with the extension `.md`. For example, the user
+example_user would create the file `.github/contributors/example_user.md`.
+
+Read this agreement carefully before signing. These terms and conditions
+constitute a binding legal agreement.
+
+## Contributor Agreement
+
+1. The term "contribution" or "contributed materials" means any source code,
+object code, patch, tool, sample, graphic, specification, manual,
+documentation, or any other material posted or submitted by you to the project.
+
+2. With respect to any worldwide copyrights, or copyright applications and
+registrations, in your contribution:
+
+    * you hereby assign to us joint ownership, and to the extent that such
+    assignment is or becomes invalid, ineffective or unenforceable, you hereby
+    grant to us a perpetual, irrevocable, non-exclusive, worldwide, no-charge,
+    royalty-free, unrestricted license to exercise all rights under those
+    copyrights. This includes, at our option, the right to sublicense these same
+    rights to third parties through multiple levels of sublicensees or other
+    licensing arrangements;
+
+    * you agree that each of us can do all things in relation to your
+    contribution as if each of us were the sole owners, and if one of us makes
+    a derivative work of your contribution, the one who makes the derivative
+    work (or has it made will be the sole owner of that derivative work;
+
+    * you agree that you will not assert any moral rights in your contribution
+    against us, our licensees or transferees;
+
+    * you agree that we may register a copyright in your contribution and
+    exercise all ownership rights associated with it; and
+
+    * you agree that neither of us has any duty to consult with, obtain the
+    consent of, pay or render an accounting to the other for any use or
+    distribution of your contribution.
+
+3. With respect to any patents you own, or that you can license without payment
+to any third party, you hereby grant to us a perpetual, irrevocable,
+non-exclusive, worldwide, no-charge, royalty-free license to:
+
+    * make, have made, use, sell, offer to sell, import, and otherwise transfer
+    your contribution in whole or in part, alone or in combination with or
+    included in any product, work or materials arising out of the project to
+    which your contribution was submitted, and
+
+    * at our option, to sublicense these same rights to third parties through
+    multiple levels of sublicensees or other licensing arrangements.
+
+4. Except as set out above, you keep all right, title, and interest in your
+contribution. The rights that you grant to us under these terms are effective
+on the date you first submitted a contribution to us, even if your submission
+took place before the date you sign these terms.
+
+5. You covenant, represent, warrant and agree that:
+
+    * Each contribution that you submit is and shall be an original work of
+    authorship and you can legally grant the rights set out in this SCA;
+
+    * to the best of your knowledge, each contribution will not violate any
+    third party's copyrights, trademarks, patents, or other intellectual
+    property rights; and
+
+    * each contribution shall be in compliance with U.S. export control laws and
+    other applicable export and import laws. You agree to notify us if you
+    become aware of any circumstance which would make any of the foregoing
+    representations inaccurate in any respect. We may publicly disclose your
+    participation in the project, including the fact that you have signed the SCA.
+
+6. This SCA is governed by the laws of the State of California and applicable
+U.S. Federal law. Any choice of law rules will not apply.
+
+7. Please place an “x” on one of the applicable statement below. Please do NOT
+mark both statements:
+
+    * [x] I am signing on behalf of myself as an individual and no other person
+    or entity, including my employer, has or will have rights with respect to my
+    contributions.
+
+    * [ ] I am signing on behalf of my employer or a legal entity and I have the
+    actual authority to contractually bind that entity.
+
+## Contributor Details
+
+| Field                          | Entry                |
+|------------------------------- | -------------------- |
+| Name                           | Jason Xu             |
+| Company name (if applicable)   |                      |
+| Title or role (if applicable)  |                      |
+| Date                           | 2018-11-29           |
+| GitHub username                | wxv                  |
+| Website (optional)             |                      |

README.rst

@@ -10,7 +10,7 @@ the **fastest syntactic parser** in the world, convolutional **neural network mo
 for tagging, parsing and **named entity recognition** and easy **deep learning**
 integration. It's commercial open-source software, released under the MIT license.
 
-💫 **Version 2.0 out now!** `Check out the new features here. <https://spacy.io/usage/v2>`_
+💫 **Version 2.0 out now!** `Check out the release notes here. <https://github.com/explosion/spaCy/releases>`_
 
 .. image:: https://img.shields.io/travis/explosion/spaCy/master.svg?style=flat-square&logo=travis
     :target: https://travis-ci.org/explosion/spaCy
@@ -88,7 +88,7 @@ Features
 * **Fastest syntactic parser** in the world
 * **Named entity** recognition
 * Non-destructive **tokenization**
-* Support for **20+ languages**
+* Support for **30+ languages**
 * Pre-trained `statistical models <https://spacy.io/models>`_ and word vectors
 * Easy **deep learning** integration
 * Part-of-speech tagging
@@ -200,11 +200,6 @@ or manually by pointing pip to a path or URL.
     # pip install .tar.gz archive from path or URL
     pip install /Users/you/en_core_web_sm-2.0.0.tar.gz
 
-If you have SSL certification problems, SSL customization options are described in the help:
-
-    # help for the download command
-    python -m spacy download --help
-
 Loading and using models
 ------------------------
 

requirements.txt

@@ -7,8 +7,8 @@ murmurhash>=0.28.0,<1.1.0
 plac<1.0.0,>=0.9.6
 ujson>=1.35
 dill>=0.2,<0.3
-regex>=2017.4.5,<2017.12.1
+regex==2018.01.10
 requests>=2.13.0,<3.0.0
-pytest>=3.6.0,<4.0.0
+pytest>=4.0.0,<5.0.0
 mock>=2.0.0,<3.0.0
 pathlib==1.0.1; python_version < "3.4"

setup.py

@@ -200,7 +200,7 @@ def setup_package():
                 'plac<1.0.0,>=0.9.6',
                 'ujson>=1.35',
                 'dill>=0.2,<0.3',
-                'regex>=2017.4.5,<2017.12.1',
+                'regex==2018.01.10',
                 'requests>=2.13.0,<3.0.0',
                 'pathlib==1.0.1; python_version < "3.4"'],
             extras_require={

spacy/lang/fr/tokenizer_exceptions.py

@@ -141,7 +141,7 @@ _regular_exp += ["^{prefix}[{hyphen}][{alpha}][{alpha}{elision}{other_hyphen}\-]
                  elision=ELISION, alpha=ALPHA_LOWER)
                  for p in _hyphen_prefix]
 _regular_exp += ["^{prefix}[{elision}][{alpha}][{alpha}{elision}{hyphen}\-]*$".format(
-                 prefix=p, elision=HYPHENS, hyphen=_other_hyphens, alpha=ALPHA_LOWER)
+                 prefix=p, elision=ELISION, hyphen=_other_hyphens, alpha=ALPHA_LOWER)
                  for p in _elision_prefix]
 _regular_exp.append(URL_PATTERN)
 

spacy/tests/lang/de/test_exceptions.py

@@ -33,7 +33,6 @@ def test_de_tokenizer_norm_exceptions(de_tokenizer, text, norms):
     assert [token.norm_ for token in tokens] == norms
 
 
-@pytest.mark.xfail
 @pytest.mark.parametrize('text,norm', [("daß", "dass")])
 def test_de_lex_attrs_norm_exceptions(de_tokenizer, text, norm):
     tokens = de_tokenizer(text)

spacy/tests/lang/en/test_sbd.py

@@ -61,7 +61,7 @@ def test_en_sbd_serialization_projective(EN):
 
 
 TEST_CASES = [
-    pytest.mark.xfail(("Hello World. My name is Jonas.", ["Hello World.", "My name is Jonas."])),
+    pytest.param("Hello World. My name is Jonas.", ["Hello World.", "My name is Jonas."], marks=pytest.mark.xfail()),
     ("What is your name? My name is Jonas.", ["What is your name?", "My name is Jonas."]),
     ("There it is! I found it.", ["There it is!", "I found it."]),
     ("My name is Jonas E. Smith.", ["My name is Jonas E. Smith."]),
@@ -71,48 +71,48 @@ TEST_CASES = [
     ("Let's ask Jane and co. They should know.", ["Let's ask Jane and co.", "They should know."]),
     ("They closed the deal with Pitt, Briggs & Co. It closed yesterday.", ["They closed the deal with Pitt, Briggs & Co.", "It closed yesterday."]),
     ("I can see Mt. Fuji from here.", ["I can see Mt. Fuji from here."]),
-    pytest.mark.xfail(("St. Michael's Church is on 5th st. near the light.", ["St. Michael's Church is on 5th st. near the light."])),
+    pytest.param("St. Michael's Church is on 5th st. near the light.", ["St. Michael's Church is on 5th st. near the light."], marks=pytest.mark.xfail()),
     ("That is JFK Jr.'s book.", ["That is JFK Jr.'s book."]),
     ("I visited the U.S.A. last year.", ["I visited the U.S.A. last year."]),
     ("I live in the E.U. How about you?", ["I live in the E.U.", "How about you?"]),
     ("I live in the U.S. How about you?", ["I live in the U.S.", "How about you?"]),
     ("I work for the U.S. Government in Virginia.", ["I work for the U.S. Government in Virginia."]),
     ("I have lived in the U.S. for 20 years.", ["I have lived in the U.S. for 20 years."]),
-    pytest.mark.xfail(("At 5 a.m. Mr. Smith went to the bank. He left the bank at 6 P.M. Mr. Smith then went to the store.", ["At 5 a.m. Mr. Smith went to the bank.", "He left the bank at 6 P.M.", "Mr. Smith then went to the store."])),
+    pytest.param("At 5 a.m. Mr. Smith went to the bank. He left the bank at 6 P.M. Mr. Smith then went to the store.", ["At 5 a.m. Mr. Smith went to the bank.", "He left the bank at 6 P.M.", "Mr. Smith then went to the store."], marks=pytest.mark.xfail()),
     ("She has $100.00 in her bag.", ["She has $100.00 in her bag."]),
     ("She has $100.00. It is in her bag.", ["She has $100.00.", "It is in her bag."]),
     ("He teaches science (He previously worked for 5 years as an engineer.) at the local University.", ["He teaches science (He previously worked for 5 years as an engineer.) at the local University."]),
     ("Her email is Jane.Doe@example.com. I sent her an email.", ["Her email is Jane.Doe@example.com.", "I sent her an email."]),
     ("The site is: https://www.example.50.com/new-site/awesome_content.html. Please check it out.", ["The site is: https://www.example.50.com/new-site/awesome_content.html.", "Please check it out."]),
-    pytest.mark.xfail(("She turned to him, 'This is great.' she said.", ["She turned to him, 'This is great.' she said."])),
-    pytest.mark.xfail(('She turned to him, "This is great." she said.', ['She turned to him, "This is great." she said.'])),
+    pytest.param("She turned to him, 'This is great.' she said.", ["She turned to him, 'This is great.' she said."], marks=pytest.mark.xfail()),
+    pytest.param('She turned to him, "This is great." she said.', ['She turned to him, "This is great." she said.'], marks=pytest.mark.xfail()),
     ('She turned to him, "This is great." She held the book out to show him.', ['She turned to him, "This is great."', "She held the book out to show him."]),
     ("Hello!! Long time no see.", ["Hello!!", "Long time no see."]),
     ("Hello?? Who is there?", ["Hello??", "Who is there?"]),
     ("Hello!? Is that you?", ["Hello!?", "Is that you?"]),
     ("Hello?! Is that you?", ["Hello?!", "Is that you?"]),
-    pytest.mark.xfail(("1.) The first item 2.) The second item", ["1.) The first item", "2.) The second item"])),
-    pytest.mark.xfail(("1.) The first item. 2.) The second item.", ["1.) The first item.", "2.) The second item."])),
-    pytest.mark.xfail(("1) The first item 2) The second item", ["1) The first item", "2) The second item"])),
+    pytest.param("1.) The first item 2.) The second item", ["1.) The first item", "2.) The second item"], marks=pytest.mark.xfail()),
+    pytest.param("1.) The first item. 2.) The second item.", ["1.) The first item.", "2.) The second item."], marks=pytest.mark.xfail()),
+    pytest.param("1) The first item 2) The second item", ["1) The first item", "2) The second item"], marks=pytest.mark.xfail()),
     ("1) The first item. 2) The second item.", ["1) The first item.", "2) The second item."]),
-    pytest.mark.xfail(("1. The first item 2. The second item", ["1. The first item", "2. The second item"])),
-    pytest.mark.xfail(("1. The first item. 2. The second item.", ["1. The first item.", "2. The second item."])),
-    pytest.mark.xfail(("• 9. The first item • 10. The second item", ["• 9. The first item", "• 10. The second item"])),
-    pytest.mark.xfail(("⁃9. The first item ⁃10. The second item", ["⁃9. The first item", "⁃10. The second item"])),
-    pytest.mark.xfail(("a. The first item b. The second item c. The third list item", ["a. The first item", "b. The second item", "c. The third list item"])),
+    pytest.param("1. The first item 2. The second item", ["1. The first item", "2. The second item"], marks=pytest.mark.xfail()),
+    pytest.param("1. The first item. 2. The second item.", ["1. The first item.", "2. The second item."], marks=pytest.mark.xfail()),
+    pytest.param("• 9. The first item • 10. The second item", ["• 9. The first item", "• 10. The second item"], marks=pytest.mark.xfail()),
+    pytest.param("⁃9. The first item ⁃10. The second item", ["⁃9. The first item", "⁃10. The second item"], marks=pytest.mark.xfail()),
+    pytest.param("a. The first item b. The second item c. The third list item", ["a. The first item", "b. The second item", "c. The third list item"], marks=pytest.mark.xfail()),
     ("This is a sentence\ncut off in the middle because pdf.", ["This is a sentence\ncut off in the middle because pdf."]),
     ("It was a cold \nnight in the city.", ["It was a cold \nnight in the city."]),
-    pytest.mark.xfail(("features\ncontact manager\nevents, activities\n", ["features", "contact manager", "events, activities"])),
-    pytest.mark.xfail(("You can find it at N°. 1026.253.553. That is where the treasure is.", ["You can find it at N°. 1026.253.553.", "That is where the treasure is."])),
+    pytest.param("features\ncontact manager\nevents, activities\n", ["features", "contact manager", "events, activities"], marks=pytest.mark.xfail()),
+    pytest.param("You can find it at N°. 1026.253.553. That is where the treasure is.", ["You can find it at N°. 1026.253.553.", "That is where the treasure is."], marks=pytest.mark.xfail()),
     ("She works at Yahoo! in the accounting department.", ["She works at Yahoo! in the accounting department."]),
     ("We make a good team, you and I. Did you see Albert I. Jones yesterday?", ["We make a good team, you and I.", "Did you see Albert I. Jones yesterday?"]),
     ("Thoreau argues that by simplifying one’s life, “the laws of the universe will appear less complex. . . .”", ["Thoreau argues that by simplifying one’s life, “the laws of the universe will appear less complex. . . .”"]),
-    pytest.mark.xfail((""""Bohr [...] used the analogy of parallel stairways [...]" (Smith 55).""", ['"Bohr [...] used the analogy of parallel stairways [...]" (Smith 55).'])),
+    pytest.param(""""Bohr [...] used the analogy of parallel stairways [...]" (Smith 55).""", ['"Bohr [...] used the analogy of parallel stairways [...]" (Smith 55).'], marks=pytest.mark.xfail()),
     ("If words are left off at the end of a sentence, and that is all that is omitted, indicate the omission with ellipsis marks (preceded and followed by a space) and then indicate the end of the sentence with a period . . . . Next sentence.", ["If words are left off at the end of a sentence, and that is all that is omitted, indicate the omission with ellipsis marks (preceded and followed by a space) and then indicate the end of the sentence with a period . . . .", "Next sentence."]),
     ("I never meant that.... She left the store.", ["I never meant that....", "She left the store."]),
-    pytest.mark.xfail(("I wasn’t really ... well, what I mean...see . . . what I'm saying, the thing is . . . I didn’t mean it.", ["I wasn’t really ... well, what I mean...see . . . what I'm saying, the thing is . . . I didn’t mean it."])),
-    pytest.mark.xfail(("One further habit which was somewhat weakened . . . was that of combining words into self-interpreting compounds. . . . The practice was not abandoned. . . .", ["One further habit which was somewhat weakened . . . was that of combining words into self-interpreting compounds.", ". . . The practice was not abandoned. . . ."])),
-    pytest.mark.xfail(("Hello world.Today is Tuesday.Mr. Smith went to the store and bought 1,000.That is a lot.", ["Hello world.", "Today is Tuesday.", "Mr. Smith went to the store and bought 1,000.", "That is a lot."]))
+    pytest.param("I wasn’t really ... well, what I mean...see . . . what I'm saying, the thing is . . . I didn’t mean it.", ["I wasn’t really ... well, what I mean...see . . . what I'm saying, the thing is . . . I didn’t mean it."], marks=pytest.mark.xfail()),
+    pytest.param("One further habit which was somewhat weakened . . . was that of combining words into self-interpreting compounds. . . . The practice was not abandoned. . . .", ["One further habit which was somewhat weakened . . . was that of combining words into self-interpreting compounds.", ". . . The practice was not abandoned. . . ."], marks=pytest.mark.xfail()),
+    pytest.param("Hello world.Today is Tuesday.Mr. Smith went to the store and bought 1,000.That is a lot.", ["Hello world.", "Today is Tuesday.", "Mr. Smith went to the store and bought 1,000.", "That is a lot."], marks=pytest.mark.xfail())
 ]
 
 @pytest.mark.skip

spacy/tests/lang/en/test_text.py

@@ -29,7 +29,7 @@ untimely death" of the rapier-tongued Scottish barrister and parliamentarian.
     ("""Yes! "I'd rather have a walk", Ms. Comble sighed. """, 15),
     ("""'Me too!', Mr. P. Delaware cried. """, 11),
     ("They ran about 10km.", 6),
-    pytest.mark.xfail(("But then the 6,000-year ice age came...", 10))])
+    pytest.param("But then the 6,000-year ice age came...", 10, marks=pytest.mark.xfail())])
 def test_en_tokenizer_handles_cnts(en_tokenizer, text, length):
     tokens = en_tokenizer(text)
     assert len(tokens) == length

spacy/tests/lang/fr/test_exceptions.py

@@ -11,7 +11,7 @@ def fr_tokenizer():
 
 
 @pytest.mark.parametrize('text', ["aujourd'hui", "Aujourd'hui", "prud'hommes",
-                                  "prud’hommal"])
+                                  "prud’hommal", "entr'amis"])
 def test_tokenizer_infix_exceptions(fr_tokenizer, text):
     tokens = fr_tokenizer(text)
     assert len(tokens) == 1

spacy/tests/lang/hu/test_tokenizer.py

@@ -5,11 +5,11 @@ import pytest
 
 DEFAULT_TESTS = [
     ('N. kormányzósági\nszékhely.', ['N.', 'kormányzósági', 'székhely', '.']),
-    pytest.mark.xfail(('A .hu egy tld.', ['A', '.hu', 'egy', 'tld', '.'])),
+    pytest.param('A .hu egy tld.', ['A', '.hu', 'egy', 'tld', '.'], marks=pytest.mark.xfail()),
     ('Az egy.ketto pelda.', ['Az', 'egy.ketto', 'pelda', '.']),
     ('A pl. rovidites.', ['A', 'pl.', 'rovidites', '.']),
     ('A S.M.A.R.T. szo.', ['A', 'S.M.A.R.T.', 'szo', '.']),
-    pytest.mark.xfail(('A .hu.', ['A', '.hu', '.'])),
+    pytest.param('A .hu.', ['A', '.hu', '.'], marks=pytest.mark.xfail()),
     ('Az egy.ketto.', ['Az', 'egy.ketto', '.']),
     ('A pl.', ['A', 'pl.']),
     ('A S.M.A.R.T.', ['A', 'S.M.A.R.T.']),
@@ -227,11 +227,11 @@ QUOTE_TESTS = [
 
 DOT_TESTS = [
     ('N. kormányzósági\nszékhely.', ['N.', 'kormányzósági', 'székhely', '.']),
-    pytest.mark.xfail(('A .hu egy tld.', ['A', '.hu', 'egy', 'tld', '.'])),
+    pytest.param('A .hu egy tld.', ['A', '.hu', 'egy', 'tld', '.'], marks=pytest.mark.xfail()),
     ('Az egy.ketto pelda.', ['Az', 'egy.ketto', 'pelda', '.']),
     ('A pl. rövidítés.', ['A', 'pl.', 'rövidítés', '.']),
     ('A S.M.A.R.T. szó.', ['A', 'S.M.A.R.T.', 'szó', '.']),
-    pytest.mark.xfail(('A .hu.', ['A', '.hu', '.'])),
+    pytest.param('A .hu.', ['A', '.hu', '.'], marks=pytest.mark.xfail()),
     ('Az egy.ketto.', ['Az', 'egy.ketto', '.']),
     ('A pl.', ['A', 'pl.']),
     ('A S.M.A.R.T.', ['A', 'S.M.A.R.T.']),

spacy/tests/regression/_test_issue1622.py

@@ -7,7 +7,6 @@ import pytest
 from ...cli.train import train
 
 
-@pytest.mark.xfail
 def test_cli_trained_model_can_be_saved(tmpdir):
     lang = 'nl'
     output_dir = str(tmpdir)

spacy/tests/regression/test_issue1547.py

@@ -7,7 +7,6 @@ from ...vocab import Vocab
 from ...tokens import Doc, Span
 
 
-@pytest.mark.xfail
 def test_issue1547():
     """Test that entity labels still match after merging tokens."""
     words = ['\n', 'worda', '.', '\n', 'wordb', '-', 'Biosphere', '2', '-', ' \n']

spacy/tests/regression/test_issue1945.py

@@ -6,7 +6,7 @@ from ...vocab import Vocab
 from ...tokens import Doc
 from ...matcher import Matcher
 
-@pytest.mark.xfail
+
 def test_issue1945():
     text = "a a a"
     matcher = Matcher(Vocab())

spacy/tests/regression/test_issue2385.py

@@ -4,7 +4,6 @@ import pytest
 from ...gold import iob_to_biluo
 
 
-@pytest.mark.xfail
 @pytest.mark.parametrize('tags', [('B-ORG', 'L-ORG'),
                                   ('B-PERSON', 'I-PERSON', 'L-PERSON'),
                                   ('U-BRAWLER', 'U-BRAWLER')])
@@ -13,21 +12,18 @@ def test_issue2385_biluo(tags):
     assert iob_to_biluo(tags) == list(tags)
 
 
-@pytest.mark.xfail
 @pytest.mark.parametrize('tags', [('B-BRAWLER', 'I-BRAWLER', 'I-BRAWLER')])
 def test_issue2385_iob_bcharacter(tags):
     """fix bug in labels with a 'b' character"""
     assert iob_to_biluo(tags) == ['B-BRAWLER', 'I-BRAWLER', 'L-BRAWLER']
 
 
-@pytest.mark.xfail
 @pytest.mark.parametrize('tags', [('I-ORG', 'I-ORG', 'B-ORG')])
 def test_issue2385_iob1(tags):
     """maintain support for iob1 format"""
     assert iob_to_biluo(tags) == ['B-ORG', 'L-ORG', 'U-ORG']
 
 
-@pytest.mark.xfail
 @pytest.mark.parametrize('tags', [('B-PERSON', 'I-PERSON', 'B-PERSON')])
 def test_issue2385_iob2(tags):
     """maintain support for iob2 format"""

spacy/tests/tokenizer/test_urls.py

@@ -47,16 +47,16 @@ URLS_SHOULD_MATCH = [
     "http://223.255.255.254",
     "http://a.b--c.de/", # this is a legit domain name see: https://gist.github.com/dperini/729294 comment on 9/9/2014
 
-    pytest.mark.xfail("http://foo.com/blah_blah_(wikipedia)"),
-    pytest.mark.xfail("http://foo.com/blah_blah_(wikipedia)_(again)"),
-    pytest.mark.xfail("http://⌘.ws"),
-    pytest.mark.xfail("http://⌘.ws/"),
-    pytest.mark.xfail("http://☺.damowmow.com/"),
-    pytest.mark.xfail("http://✪df.ws/123"),
-    pytest.mark.xfail("http://➡.ws/䨹"),
-    pytest.mark.xfail("http://مثال.إختبار"),
-    pytest.mark.xfail("http://例子.测试"),
-    pytest.mark.xfail("http://उदाहरण.परीक्षा"),
+    pytest.param("http://foo.com/blah_blah_(wikipedia)", marks=pytest.mark.xfail()),
+    pytest.param("http://foo.com/blah_blah_(wikipedia)_(again)", marks=pytest.mark.xfail()),
+    pytest.param("http://⌘.ws", marks=pytest.mark.xfail()),
+    pytest.param("http://⌘.ws/", marks=pytest.mark.xfail()),
+    pytest.param("http://☺.damowmow.com/", marks=pytest.mark.xfail()),
+    pytest.param("http://✪df.ws/123", marks=pytest.mark.xfail()),
+    pytest.param("http://➡.ws/䨹", marks=pytest.mark.xfail()),
+    pytest.param("http://مثال.إختبار", marks=pytest.mark.xfail()),
+    pytest.param("http://例子.测试", marks=pytest.mark.xfail()),
+    pytest.param("http://उदाहरण.परीक्षा", marks=pytest.mark.xfail()),
 ]
 
 URLS_SHOULD_NOT_MATCH = [
@@ -95,10 +95,10 @@ URLS_SHOULD_NOT_MATCH = [
     "http://10.1.1.1",
     "NASDAQ:GOOG",
 
-    pytest.mark.xfail("foo.com"),
-    pytest.mark.xfail("http://1.1.1.1.1"),
-    pytest.mark.xfail("http://www.foo.bar./"),
-    pytest.mark.xfail("http://-a.b.co"),
+    pytest.param("foo.com", marks=pytest.mark.xfail()),
+    pytest.param("http://1.1.1.1.1", marks=pytest.mark.xfail()),
+    pytest.param("http://www.foo.bar./", marks=pytest.mark.xfail()),
+    pytest.param("http://-a.b.co", marks=pytest.mark.xfail()),
 ]
 
 

spacy/vocab.pyx

@@ -297,7 +297,7 @@ cdef class Vocab:
 
         self.vectors = Vectors(data=keep, keys=keys)
 
-        syn_keys, syn_rows, scores = self.vectors.most_similar(toss)
+        syn_keys, syn_rows, scores = self.vectors.most_similar(toss, batch_size=batch_size)
 
         remap = {}
         for i, key in enumerate(keys[nr_row:]):

website/api/_annotation/_named-entities.jade

@@ -2,7 +2,7 @@
 
 p
     |  Models trained on the
-    |  #[+a("https://catalog.ldc.upenn.edu/ldc2013t19") OntoNotes 5] corpus
+    |  #[+a("https://catalog.ldc.upenn.edu/LDC2013T19") OntoNotes 5] corpus
     |  support the following entity types:
 
 +table(["Type", "Description"])

website/api/span.jade

@@ -352,6 +352,7 @@ p Retokenize the document, such that the span is merged into a single token.
 +h(2, "ents") Span.ents
     +tag property
     +tag-model("NER")
+    +tag-new("2.0.12")
 
 p
     |  Iterate over the entities in the span. Yields named-entity

website/api/token.jade

@@ -714,7 +714,7 @@ p The L2 norm of the token's vector representation.
         +cell bool
         +cell
             |  Does the token consist of ASCII characters? Equivalent to
-            |  #[code [any(ord(c) >= 128 for c in token.text)]].
+            |  #[code all(ord(c) < 128 for c in token.text)].
 
     +row
         +cell #[code is_digit]

website/usage/_models/_languages.jade

@@ -31,13 +31,13 @@ p
         nlp = spacy.blank('fi')  # blank instance
 
 +table(["Language", "Code", "Language data"])
-    for lang, code in LANGUAGES
-        if !Object.keys(MODELS).includes(code)
-            +row
-                +cell #{LANGUAGES[code]}
-                +cell #[code=code]
-                +cell
-                    +src(gh("spaCy", "spacy/lang/" + code)) #[code lang/#{code}]
+    - var sorted_langs = Object.assign({}, ...Object.keys(LANGUAGES).filter(key => !MODELS[key]).sort().map(key => ({ [key]: LANGUAGES[key] })))
+    for lang, code in sorted_langs
+        +row
+            +cell #{LANGUAGES[code]}
+            +cell #[code=code]
+            +cell
+                +src(gh("spaCy", "spacy/lang/" + code)) #[code lang/#{code}]
 
 +infobox("Dependencies")
     .o-block-small Some language tokenizers require external dependencies.