Support more internal methods for SpanGroup (#10476)

* Added new convenience cython functions to SpanGroup to avoid unnecessary allocation/deallocation of objects * Replaced sorting in has_overlap with C++ for efficiency. Also, added a test for has_overlap * Added a method to efficiently merge SpanGroups * Added __delitem__, __add__ and __iadd__. Also, allowed to pass span lists to merge function. Replaced extend() body with call to merge * Renamed merge to concat and added missing things to documentation * Added operator+ and operator += in the documentation * Added a test for Doc deallocation * Update spacy/tokens/span_group.pyx * Updated SpanGroup tests to use new span list comparison function rather than assert_span_list_equal, eliminating the need to have a separate assert_not_equal fnction * Fixed typos in SpanGroup documentation Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com> * Minor changes requested by Sofie: rearranged import statements. Added new=3.2.1 tag to SpanGroup.__setitem__ documentation * SpanGroup: moved repetitive list index check/adjustment in a separate function * Turn off formatting that hurts readability spacy/tests/doc/test_span_group.py Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com> * Remove formatting that hurts readability spacy/tests/doc/test_span_group.py Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com> * Turn off formatting that hurts readability in spacy/tests/doc/test_span_group.py Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com> * Support more internal methods for SpanGroup Add support for: * `__setitem__` * `__delitem__` * `__iadd__`: for `SpanGroup` or `Iterable[Span]` * `__add__`: for `SpanGroup` only Adapted from #9698 with the scope limited to the magic methods. * Use v3.3 as new version in docs * Add new tag to SpanGroup.copy in API docs * Remove duplicate import * Apply suggestions from code review Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com> * Remaining suggestions and formatting Co-authored-by: nrodnova <nrodnova@hotmail.com> Co-authored-by: Sofie Van Landeghem <svlandeg@users.noreply.github.com> Co-authored-by: Natalia Rodnova <4512370+nrodnova@users.noreply.github.com>
2025-10-31 07:57:35 +03:00 · 2022-04-01 09:56:26 +02:00 · 2022-04-01 09:56:26 +02:00 · ca54de27bb
commit ca54de27bb
parent c90dd6f265
4 changed files with 502 additions and 30 deletions
--- a/spacy/errors.py
+++ b/spacy/errors.py
@ -524,6 +524,9 @@ class Errors(metaclass=ErrorsWithCodes):
    E202 = ("Unsupported {name} mode '{mode}'. Supported modes: {modes}.")

    # New errors added in v3.x
+    E855 = ("Invalid {obj}: {obj} is not from the same doc.")
+    E856 = ("Error accessing span at position {i}: out of bounds in span group "
+            "of length {length}.")
    E857 = ("Entry '{name}' not found in edit tree lemmatizer labels.")
    E858 = ("The {mode} vector table does not support this operation. "
            "{alternative}")
--- a/spacy/tests/doc/test_span_group.py
+++ b/spacy/tests/doc/test_span_group.py
@ -0,0 +1,242 @@
+import pytest
+from random import Random
+from spacy.matcher import Matcher
+from spacy.tokens import Span, SpanGroup
+
+
+@pytest.fixture
+def doc(en_tokenizer):
+    doc = en_tokenizer("0 1 2 3 4 5 6")
+    matcher = Matcher(en_tokenizer.vocab, validate=True)
+
+    # fmt: off
+    matcher.add("4", [[{}, {}, {}, {}]])
+    matcher.add("2", [[{}, {}, ]])
+    matcher.add("1", [[{}, ]])
+    # fmt: on
+    matches = matcher(doc)
+    spans = []
+    for match in matches:
+        spans.append(
+            Span(doc, match[1], match[2], en_tokenizer.vocab.strings[match[0]])
+        )
+    Random(42).shuffle(spans)
+    doc.spans["SPANS"] = SpanGroup(
+        doc, name="SPANS", attrs={"key": "value"}, spans=spans
+    )
+    return doc
+
+
+@pytest.fixture
+def other_doc(en_tokenizer):
+    doc = en_tokenizer("0 1 2 3 4 5 6")
+    matcher = Matcher(en_tokenizer.vocab, validate=True)
+
+    # fmt: off
+    matcher.add("4", [[{}, {}, {}, {}]])
+    matcher.add("2", [[{}, {}, ]])
+    matcher.add("1", [[{}, ]])
+    # fmt: on
+
+    matches = matcher(doc)
+    spans = []
+    for match in matches:
+        spans.append(
+            Span(doc, match[1], match[2], en_tokenizer.vocab.strings[match[0]])
+        )
+    Random(42).shuffle(spans)
+    doc.spans["SPANS"] = SpanGroup(
+        doc, name="SPANS", attrs={"key": "value"}, spans=spans
+    )
+    return doc
+
+
+@pytest.fixture
+def span_group(en_tokenizer):
+    doc = en_tokenizer("0 1 2 3 4 5 6")
+    matcher = Matcher(en_tokenizer.vocab, validate=True)
+
+    # fmt: off
+    matcher.add("4", [[{}, {}, {}, {}]])
+    matcher.add("2", [[{}, {}, ]])
+    matcher.add("1", [[{}, ]])
+    # fmt: on
+
+    matches = matcher(doc)
+    spans = []
+    for match in matches:
+        spans.append(
+            Span(doc, match[1], match[2], en_tokenizer.vocab.strings[match[0]])
+        )
+    Random(42).shuffle(spans)
+    doc.spans["SPANS"] = SpanGroup(
+        doc, name="SPANS", attrs={"key": "value"}, spans=spans
+    )
+
+
+def test_span_group_copy(doc):
+    span_group = doc.spans["SPANS"]
+    clone = span_group.copy()
+    assert clone != span_group
+    assert clone.name == span_group.name
+    assert clone.attrs == span_group.attrs
+    assert len(clone) == len(span_group)
+    assert list(span_group) == list(clone)
+    clone.name = "new_name"
+    clone.attrs["key"] = "new_value"
+    clone.append(Span(doc, 0, 6, "LABEL"))
+    assert clone.name != span_group.name
+    assert clone.attrs != span_group.attrs
+    assert span_group.attrs["key"] == "value"
+    assert list(span_group) != list(clone)
+
+
+def test_span_group_set_item(doc, other_doc):
+    span_group = doc.spans["SPANS"]
+
+    index = 5
+    span = span_group[index]
+    span.label_ = "NEW LABEL"
+    span.kb_id = doc.vocab.strings["KB_ID"]
+
+    assert span_group[index].label != span.label
+    assert span_group[index].kb_id != span.kb_id
+
+    span_group[index] = span
+    assert span_group[index].start == span.start
+    assert span_group[index].end == span.end
+    assert span_group[index].label == span.label
+    assert span_group[index].kb_id == span.kb_id
+    assert span_group[index] == span
+
+    with pytest.raises(IndexError):
+        span_group[-100] = span
+    with pytest.raises(IndexError):
+        span_group[100] = span
+
+    span = Span(other_doc, 0, 2)
+    with pytest.raises(ValueError):
+        span_group[index] = span
+
+
+def test_span_group_has_overlap(doc):
+    span_group = doc.spans["SPANS"]
+    assert span_group.has_overlap
+
+
+def test_span_group_concat(doc, other_doc):
+    span_group_1 = doc.spans["SPANS"]
+    spans = [doc[0:5], doc[0:6]]
+    span_group_2 = SpanGroup(
+        doc,
+        name="MORE_SPANS",
+        attrs={"key": "new_value", "new_key": "new_value"},
+        spans=spans,
+    )
+    span_group_3 = span_group_1._concat(span_group_2)
+    assert span_group_3.name == span_group_1.name
+    assert span_group_3.attrs == {"key": "value", "new_key": "new_value"}
+    span_list_expected = list(span_group_1) + list(span_group_2)
+    assert list(span_group_3) == list(span_list_expected)
+
+    # Inplace
+    span_list_expected = list(span_group_1) + list(span_group_2)
+    span_group_3 = span_group_1._concat(span_group_2, inplace=True)
+    assert span_group_3 == span_group_1
+    assert span_group_3.name == span_group_1.name
+    assert span_group_3.attrs == {"key": "value", "new_key": "new_value"}
+    assert list(span_group_3) == list(span_list_expected)
+
+    span_group_2 = other_doc.spans["SPANS"]
+    with pytest.raises(ValueError):
+        span_group_1._concat(span_group_2)
+
+
+def test_span_doc_delitem(doc):
+    span_group = doc.spans["SPANS"]
+    length = len(span_group)
+    index = 5
+    span = span_group[index]
+    next_span = span_group[index + 1]
+    del span_group[index]
+    assert len(span_group) == length - 1
+    assert span_group[index] != span
+    assert span_group[index] == next_span
+
+    with pytest.raises(IndexError):
+        del span_group[-100]
+    with pytest.raises(IndexError):
+        del span_group[100]
+
+
+def test_span_group_add(doc):
+    span_group_1 = doc.spans["SPANS"]
+    spans = [doc[0:5], doc[0:6]]
+    span_group_2 = SpanGroup(
+        doc,
+        name="MORE_SPANS",
+        attrs={"key": "new_value", "new_key": "new_value"},
+        spans=spans,
+    )
+
+    span_group_3_expected = span_group_1._concat(span_group_2)
+
+    span_group_3 = span_group_1 + span_group_2
+    assert len(span_group_3) == len(span_group_3_expected)
+    assert span_group_3.attrs == {"key": "value", "new_key": "new_value"}
+    assert list(span_group_3) == list(span_group_3_expected)
+
+
+def test_span_group_iadd(doc):
+    span_group_1 = doc.spans["SPANS"].copy()
+    spans = [doc[0:5], doc[0:6]]
+    span_group_2 = SpanGroup(
+        doc,
+        name="MORE_SPANS",
+        attrs={"key": "new_value", "new_key": "new_value"},
+        spans=spans,
+    )
+
+    span_group_1_expected = span_group_1._concat(span_group_2)
+
+    span_group_1 += span_group_2
+    assert len(span_group_1) == len(span_group_1_expected)
+    assert span_group_1.attrs == {"key": "value", "new_key": "new_value"}
+    assert list(span_group_1) == list(span_group_1_expected)
+
+    span_group_1 = doc.spans["SPANS"].copy()
+    span_group_1 += spans
+    assert len(span_group_1) == len(span_group_1_expected)
+    assert span_group_1.attrs == {
+        "key": "value",
+    }
+    assert list(span_group_1) == list(span_group_1_expected)
+
+
+def test_span_group_extend(doc):
+    span_group_1 = doc.spans["SPANS"].copy()
+    spans = [doc[0:5], doc[0:6]]
+    span_group_2 = SpanGroup(
+        doc,
+        name="MORE_SPANS",
+        attrs={"key": "new_value", "new_key": "new_value"},
+        spans=spans,
+    )
+
+    span_group_1_expected = span_group_1._concat(span_group_2)
+
+    span_group_1.extend(span_group_2)
+    assert len(span_group_1) == len(span_group_1_expected)
+    assert span_group_1.attrs == {"key": "value", "new_key": "new_value"}
+    assert list(span_group_1) == list(span_group_1_expected)
+
+    span_group_1 = doc.spans["SPANS"]
+    span_group_1.extend(spans)
+    assert len(span_group_1) == len(span_group_1_expected)
+    assert span_group_1.attrs == {"key": "value"}
+    assert list(span_group_1) == list(span_group_1_expected)
+
+
+def test_span_group_dealloc(span_group):
+    with pytest.raises(AttributeError):
+        print(span_group.doc)
--- a/spacy/tokens/span_group.pyx
+++ b/spacy/tokens/span_group.pyx
@ -1,10 +1,11 @@
+from typing import Iterable, Tuple, Union, Optional, TYPE_CHECKING
 import weakref
 import struct
+from copy import deepcopy
 import srsly

 from spacy.errors import Errors
 from .span cimport Span
-from libc.stdint cimport uint64_t, uint32_t, int32_t


 cdef class SpanGroup:
@ -48,6 +49,8 @@ cdef class SpanGroup:
        self.name = name
        self.attrs = dict(attrs) if attrs is not None else {}
        cdef Span span
+        if len(spans) :
+            self.c.reserve(len(spans))
        for span in spans:
            self.push_back(span.c)

@ -89,6 +92,72 @@ cdef class SpanGroup:
        """
        return self.c.size()

+    def __getitem__(self, int i) -> Span:
+        """Get a span from the group. Note that a copy of the span is returned,
+        so if any changes are made to this span, they are not reflected in the
+        corresponding member of the span group.
+
+        i (int): The item index.
+        RETURNS (Span): The span at the given index.
+
+        DOCS: https://spacy.io/api/spangroup#getitem
+        """
+        i = self._normalize_index(i)
+        return Span.cinit(self.doc, self.c[i])
+
+    def __delitem__(self, int i):
+        """Delete a span from the span group at index i.
+
+        i (int): The item index.
+
+        DOCS: https://spacy.io/api/spangroup#delitem
+        """
+        i = self._normalize_index(i)
+        self.c.erase(self.c.begin() + i - 1)
+
+    def __setitem__(self, int i, Span span):
+        """Set a span in the span group.
+
+        i (int): The item index.
+        span (Span): The span.
+
+        DOCS: https://spacy.io/api/spangroup#setitem
+        """
+        if span.doc is not self.doc:
+            raise ValueError(Errors.E855.format(obj="span"))
+
+        i = self._normalize_index(i)
+        self.c[i] = span.c
+
+    def __iadd__(self, other: Union[SpanGroup, Iterable["Span"]]) -> SpanGroup:
+        """Operator +=. Append a span group or spans to this group and return
+        the current span group.
+
+        other (Union[SpanGroup, Iterable["Span"]]): The SpanGroup or spans to
+            add.
+
+        RETURNS (SpanGroup): The current span group.
+
+        DOCS: https://spacy.io/api/spangroup#iadd
+        """
+        return self._concat(other, inplace=True)
+
+    def __add__(self, other: SpanGroup) -> SpanGroup:
+        """Operator +. Concatenate a span group with this group and return a
+        new span group.
+
+        other (SpanGroup): The SpanGroup to add.
+
+        RETURNS (SpanGroup): The concatenated SpanGroup.
+
+        DOCS: https://spacy.io/api/spangroup#add
+        """
+        # For Cython 0.x and __add__, you cannot rely on `self` as being `self`
+        # or being the right type, so both types need to be checked explicitly.
+        if isinstance(self, SpanGroup) and isinstance(other, SpanGroup):
+            return self._concat(other)
+        return NotImplemented
+
    def append(self, Span span):
        """Add a span to the group. The span must refer to the same Doc
        object as the span group.
@ -98,35 +167,18 @@ cdef class SpanGroup:
        DOCS: https://spacy.io/api/spangroup#append
        """
        if span.doc is not self.doc:
-            raise ValueError("Cannot add span to group: refers to different Doc.")
+            raise ValueError(Errors.E855.format(obj="span"))
        self.push_back(span.c)

-    def extend(self, spans):
-        """Add multiple spans to the group. All spans must refer to the same
-        Doc object as the span group.
+    def extend(self, spans_or_span_group: Union[SpanGroup, Iterable["Span"]]):
+        """Add multiple spans or contents of another SpanGroup to the group.
+        All spans must refer to the same Doc object as the span group.

-        spans (Iterable[Span]): The spans to add.
+        spans (Union[SpanGroup, Iterable["Span"]]): The spans to add.

        DOCS: https://spacy.io/api/spangroup#extend
        """
-        cdef Span span
-        for span in spans:
-            self.append(span)
-
-    def __getitem__(self, int i):
-        """Get a span from the group.
-
-        i (int): The item index.
-        RETURNS (Span): The span at the given index.
-
-        DOCS: https://spacy.io/api/spangroup#getitem
-        """
-        cdef int size = self.c.size()
-        if i < -size or i >= size:
-            raise IndexError(f"list index {i} out of range")
-        if i < 0:
-            i += size
-        return Span.cinit(self.doc, self.c[i])
+        self._concat(spans_or_span_group, inplace=True)

    def to_bytes(self):
        """Serialize the SpanGroup's contents to a byte string.
@ -136,6 +188,7 @@ cdef class SpanGroup:
        DOCS: https://spacy.io/api/spangroup#to_bytes
        """
        output = {"name": self.name, "attrs": self.attrs, "spans": []}
+        cdef int i
        for i in range(self.c.size()):
            span = self.c[i]
            # The struct.pack here is probably overkill, but it might help if
@ -187,3 +240,74 @@ cdef class SpanGroup:

    cdef void push_back(self, SpanC span) nogil:
        self.c.push_back(span)
+
+    def copy(self)  -> SpanGroup:
+        """Clones the span group.
+
+        RETURNS (SpanGroup): A copy of the span group.
+
+        DOCS: https://spacy.io/api/spangroup#copy
+        """
+        return SpanGroup(
+            self.doc,
+            name=self.name,
+            attrs=deepcopy(self.attrs),
+            spans=list(self),
+        )
+
+    def _concat(
+        self,
+        other: Union[SpanGroup, Iterable["Span"]],
+        *,
+        inplace: bool = False,
+    ) -> SpanGroup:
+        """Concatenates the current span group with the provided span group or
+        spans, either in place or creating a copy. Preserves the name of self,
+        updates attrs only with values that are not in self.
+
+        other (Union[SpanGroup, Iterable[Span]]): The spans to append.
+        inplace (bool): Indicates whether the operation should be performed in
+            place on the current span group.
+
+        RETURNS (SpanGroup): Either a new SpanGroup or the current SpanGroup
+        depending on the value of inplace.
+        """
+        cdef SpanGroup span_group = self if inplace else self.copy()
+        cdef SpanGroup other_group
+        cdef Span span
+
+        if isinstance(other, SpanGroup):
+            other_group = other
+            if other_group.doc is not self.doc:
+                raise ValueError(Errors.E855.format(obj="span group"))
+
+            other_attrs = deepcopy(other_group.attrs)
+            span_group.attrs.update({
+                key: value for key, value in other_attrs.items() \
+                if key not in span_group.attrs
+            })
+            if len(other_group):
+                span_group.c.reserve(span_group.c.size() + other_group.c.size())
+                span_group.c.insert(span_group.c.end(), other_group.c.begin(), other_group.c.end())
+        else:
+            if len(other):
+                span_group.c.reserve(self.c.size() + len(other))
+            for span in other:
+                if span.doc is not self.doc:
+                    raise ValueError(Errors.E855.format(obj="span"))
+                span_group.c.push_back(span.c)
+
+        return span_group
+
+    def _normalize_index(self, int i) -> int:
+        """Checks list index boundaries and adjusts the index if negative.
+
+        i (int): The index.
+        RETURNS (int): The adjusted index.
+        """
+        cdef int length = self.c.size()
+        if i < -length or i >= length:
+            raise IndexError(Errors.E856.format(i=i, length=length))
+        if i < 0:
+            i += length
+        return i
--- a/website/docs/api/spangroup.md
+++ b/website/docs/api/spangroup.md
@ -104,7 +104,10 @@ Get the number of spans in the group.

 ## SpanGroup.\_\_getitem\_\_ {#getitem tag="method"}

-Get a span from the group.
+Get a span from the group. Note that a copy of the span is returned, so if any
+changes are made to this span, they are not reflected in the corresponding
+member of the span group. The item or group will need to be reassigned for
+changes to be reflected in the span group.

 > #### Example
 >
@ -113,6 +116,8 @@ Get a span from the group.
 > doc.spans["errors"] = [doc[0:1], doc[2:4]]
 > span = doc.spans["errors"][1]
 > assert span.text == "goi ng"
+> span.label_ = 'LABEL'
+> assert doc.spans["errors"][1] != 'LABEL' # The span within the group was not updated
 > ```

 | Name        | Description                           |
@ -120,6 +125,83 @@ Get a span from the group.
 | `i`         | The item index. ~~int~~               |
 | **RETURNS** | The span at the given index. ~~Span~~ |

+## SpanGroup.\_\_setitem\_\_ {#setitem tag="method", new="3.3"}
+
+Set a span in the span group.
+
+> #### Example
+>
+> ```python
+> doc = nlp("Their goi ng home")
+> doc.spans["errors"] = [doc[0:1], doc[2:4]]
+> span = doc[0:2]
+> doc.spans["errors"][0] = span
+> assert doc.spans["errors"][0].text == "Their goi"
+> ```
+
+| Name   | Description             |
+| ------ | ----------------------- |
+| `i`    | The item index. ~~int~~ |
+| `span` | The new value. ~~Span~~ |
+
+## SpanGroup.\_\_delitem\_\_ {#delitem tag="method", new="3.3"}
+
+Delete a span from the span group.
+
+> #### Example
+>
+> ```python
+> doc = nlp("Their goi ng home")
+> doc.spans["errors"] = [doc[0:1], doc[2:4]]
+> del doc.spans[0]
+> assert len(doc.spans["errors"]) == 1
+> ```
+
+| Name | Description             |
+| ---- | ----------------------- |
+| `i`  | The item index. ~~int~~ |
+
+## SpanGroup.\_\_add\_\_ {#add tag="method", new="3.3"}
+
+Concatenate the current span group with another span group and return the result
+in a new span group. Any `attrs` from the first span group will have precedence
+over `attrs` in the second.
+
+> #### Example
+>
+> ```python
+> doc = nlp("Their goi ng home")
+> doc.spans["errors"] = [doc[0:1], doc[2:4]]
+> doc.spans["other"] = [doc[0:2], doc[1:3]]
+> span_group = doc.spans["errors"] + doc.spans["other"]
+> assert len(span_group) == 4
+> ```
+
+| Name        | Description                                                                  |
+| ----------- | ---------------------------------------------------------------------------- |
+| `other`     | The span group or spans to concatenate. ~~Union[SpanGroup, Iterable[Span]]~~ |
+| **RETURNS** | The new span group. ~~SpanGroup~~                                            |
+
+## SpanGroup.\_\_iadd\_\_ {#iadd tag="method", new="3.3"}
+
+Append an iterable of spans or the content of a span group to the current span
+group. Any `attrs` in the other span group will be added for keys that are not
+already present in the current span group.
+
+> #### Example
+>
+> ```python
+> doc = nlp("Their goi ng home")
+> doc.spans["errors"] = [doc[0:1], doc[2:4]]
+> doc.spans["errors"] += [doc[3:4], doc[2:3]]
+> assert len(doc.spans["errors"]) == 4
+> ```
+
+| Name        | Description                                                             |
+| ----------- | ----------------------------------------------------------------------- |
+| `other`     | The span group or spans to append. ~~Union[SpanGroup, Iterable[Span]]~~ |
+| **RETURNS** | The span group. ~~SpanGroup~~                                           |
+
 ## SpanGroup.append {#append tag="method"}

 Add a [`Span`](/api/span) object to the group. The span must refer to the same
@ -140,8 +222,9 @@ Add a [`Span`](/api/span) object to the group. The span must refer to the same

 ## SpanGroup.extend {#extend tag="method"}

-Add multiple [`Span`](/api/span) objects to the group. All spans must refer to
-the same [`Doc`](/api/doc) object as the span group.
+Add multiple [`Span`](/api/span) objects or contents of another `SpanGroup` to
+the group. All spans must refer to the same [`Doc`](/api/doc) object as the span
+group.

 > #### Example
 >
@ -150,11 +233,31 @@ the same [`Doc`](/api/doc) object as the span group.
 > doc.spans["errors"] = []
 > doc.spans["errors"].extend([doc[2:4], doc[0:1]])
 > assert len(doc.spans["errors"]) == 2
+> span_group = SpanGroup([doc[1:4], doc[0:3])
+> doc.spans["errors"].extend(span_group)
 > ```

-| Name    | Description                          |
-| ------- | ------------------------------------ |
-| `spans` | The spans to add. ~~Iterable[Span]~~ |
+| Name    | Description                                              |
+| ------- | -------------------------------------------------------- |
+| `spans` | The spans to add. ~~Union[SpanGroup, Iterable["Span"]]~~ |
+
+## SpanGroup.copy {#copy tag="method", new="3.3"}
+
+Return a copy of the span group.
+
+> #### Example
+>
+> ```python
+> from spacy.tokens import SpanGroup
+>
+> doc = nlp("Their goi ng home")
+> doc.spans["errors"] = [doc[2:4], doc[0:3]]
+> new_group = doc.spans["errors"].copy()
+> ```
+
+| Name        | Description                                     |
+| ----------- | ----------------------------------------------- |
+| **RETURNS** | A copy of the `SpanGroup` object. ~~SpanGroup~~ |

 ## SpanGroup.to_bytes {#to_bytes tag="method"}