Merge branch 'master' into spacy.io

.github/contributors/SamuelLKane.md

@@ -0,0 +1,104 @@
+# 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 GmbH](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                           | Samuel Kane          |
+| Date                           | 3/20/19              |
+| GitHub username                | SamuelLKane          |
+| Website (optional)             | samuel-kane.com      |

spacy/lang/en/lemmatizer/_adverbs_irreg.py

@@ -5,9 +5,27 @@ from __future__ import unicode_literals
 ADVERBS_IRREG = {
     "best": ("well",),
     "better": ("well",),
+    "closer": ("close",),
+    "closest": ("close",),
     "deeper": ("deeply",),
+    "earlier": ("early",),
+    "earliest": ("early",),
     "farther": ("far",),
     "further": ("far",),
+    "faster": ("fast",),
+    "fastest": ("fast",),
     "harder": ("hard",),
     "hardest": ("hard",),
+    "longer": ("long",),
+    "longest": ("long",),
+    "nearer": ("near",),
+    "nearest": ("near",),
+    "nigher": ("nigh",),
+    "nighest": ("nigh",),
+    "quicker": ("quick",),
+    "quickest": ("quick",),
+    "slower": ("slow",),
+    "slowest": ("slowest",),
+    "sooner": ("soon",),
+    "soonest": ("soon",)
 }

spacy/tests/lang/en/test_exceptions.py

@@ -124,3 +124,9 @@ def test_en_tokenizer_norm_exceptions(en_tokenizer, text, norms):
 def test_en_lex_attrs_norm_exceptions(en_tokenizer, text, norm):
     tokens = en_tokenizer(text)
     assert tokens[0].norm_ == norm
+
+
+@pytest.mark.parametrize("text", ["faster", "fastest", "better", "best"])
+def test_en_lemmatizer_handles_irreg_adverbs(en_tokenizer, text):
+    tokens = en_tokenizer(text)
+    assert tokens[0].lemma_ in ["fast", "well"]

spacy/tests/regression/test_issue3447.py

@@ -0,0 +1,10 @@
+from spacy.util import decaying
+
+def test_decaying():
+    sizes = decaying(10., 1., .5)
+    size = next(sizes)
+    assert size == 10.
+    size = next(sizes)
+    assert size == 10. - 0.5
+    size = next(sizes)
+    assert size == 10. - 0.5 - 0.5

spacy/tokenizer.pyx

@@ -131,6 +131,7 @@ cdef class Tokenizer:
 
         texts: A sequence of unicode texts.
         batch_size (int): Number of texts to accumulate in an internal buffer.
+        Defaults to 1000.
         YIELDS (Doc): A sequence of Doc objects, in order.
 
         DOCS: https://spacy.io/api/tokenizer#pipe

spacy/util.py

@@ -507,13 +507,10 @@ def stepping(start, stop, steps):
 def decaying(start, stop, decay):
     """Yield an infinite series of linearly decaying values."""
 
-    def clip(value):
-        return max(value, stop) if (start > stop) else min(value, stop)
-
-    nr_upd = 1.0
+    curr = float(start)
     while True:
-        yield clip(start * 1.0 / (1.0 + decay * nr_upd))
-        nr_upd += 1
+        yield max(curr, stop)
+        curr -= (decay)
 
 
 def minibatch_by_words(items, size, tuples=True, count_words=len):

website/docs/api/tokenizer.md

@@ -64,7 +64,7 @@ Tokenize a stream of texts.
 | Name         | Type  | Description                                              |
 | ------------ | ----- | -------------------------------------------------------- |
 | `texts`      | -     | A sequence of unicode texts.                             |
-| `batch_size` | int   | The number of texts to accumulate in an internal buffer. |
+| `batch_size` | int   | The number of texts to accumulate in an internal buffer. Defaults to `1000`.|
 | **YIELDS**   | `Doc` | A sequence of Doc objects, in order.                     |
 
 ## Tokenizer.find_infix {#find_infix tag="method"}

website/docs/api/top-level.md

@@ -622,10 +622,10 @@ Yield an infinite series of linearly decaying values.
 > #### Example
 >
 > ```python
-> sizes = decaying(1., 10., 0.001)
-> assert next(sizes) == 1.
-> assert next(sizes) == 1. - 0.001
-> assert next(sizes) == 0.999 - 0.001
+> sizes = decaying(10., 1., 0.001)
+> assert next(sizes) == 10.
+> assert next(sizes) == 10. - 0.001
+> assert next(sizes) == 9.999 - 0.001
 > ```
 
 | Name       | Type        | Description          |