Upgraded pcodec to 0.2 and used new ModeSpec configuration

fixture/pcodec/codec.00/config.json

@@ -1,8 +1,7 @@
 {
     "delta_encoding_order": null,
     "equal_pages_up_to": 262144,
-    "float_mult_spec": "enabled",
     "id": "pcodec",
-    "int_mult_spec": "enabled",
-    "level": 8
+    "level": 8,
+    "mode_spec": "auto"
 }

fixture/pcodec/codec.01/config.json

@@ -1,8 +1,7 @@
 {
     "delta_encoding_order": null,
     "equal_pages_up_to": 262144,
-    "float_mult_spec": "enabled",
     "id": "pcodec",
-    "int_mult_spec": "enabled",
-    "level": 1
+    "level": 1,
+    "mode_spec": "auto"
 }

fixture/pcodec/codec.02/config.json

@@ -1,8 +1,7 @@
 {
     "delta_encoding_order": null,
     "equal_pages_up_to": 262144,
-    "float_mult_spec": "enabled",
     "id": "pcodec",
-    "int_mult_spec": "enabled",
-    "level": 5
+    "level": 5,
+    "mode_spec": "auto"
 }

fixture/pcodec/codec.03/config.json

@@ -1,8 +1,7 @@
 {
     "delta_encoding_order": null,
     "equal_pages_up_to": 262144,
-    "float_mult_spec": "enabled",
     "id": "pcodec",
-    "int_mult_spec": "enabled",
-    "level": 9
+    "level": 9,
+    "mode_spec": "auto"
 }

fixture/pcodec/codec.04/config.json

@@ -1,8 +1,7 @@
 {
     "delta_encoding_order": null,
     "equal_pages_up_to": 262144,
-    "float_mult_spec": "disabled",
     "id": "pcodec",
-    "int_mult_spec": "disabled",
-    "level": 8
+    "level": 8,
+    "mode_spec": "classic"
 }

fixture/pcodec/codec.05/config.json

@@ -1,8 +1,7 @@
 {
     "delta_encoding_order": null,
     "equal_pages_up_to": 300,
-    "float_mult_spec": "enabled",
     "id": "pcodec",
-    "int_mult_spec": "enabled",
-    "level": 8
+    "level": 8,
+    "mode_spec": "auto"
 }

numcodecs/pcodec.py

@@ -5,7 +5,7 @@
 from numcodecs.compat import ensure_contiguous_ndarray
 
 try:
-    from pcodec import standalone, ChunkConfig, PagingSpec
+    from pcodec import standalone, ChunkConfig, PagingSpec, ModeSpec
 except ImportError:  # pragma: no cover
     standalone = None
 
@@ -20,8 +20,8 @@
 
     See `PCodec Repo <https://github.com/mwlon/pcodec>`_ for more information.
 
-    PCodec supports only the following numerical dtypes: uint32, unit64, int32,
-    int64, float32, and float64.
+    PCodec supports only the following numerical dtypes: uint16, uint32, uint64,
+    int16, int32, int64, float16, float32, and float64.
 
     Parameters
     ----------
@@ -31,14 +31,11 @@
     delta_encoding_order : init or None
         Either a delta encoding level from 0-7 or None. If set to None, pcodec
         will try to infer the optimal delta encoding order.
-    int_mult_spec : {'enabled', 'disabled'}
-        If enabled, pcodec will consider using int mult mode, which can
-        substantially improve compression ratio but decrease speed in some cases
-        for integer types.
-    float_mult_spec : {'enabled', 'disabled'}
-        If enabled, pcodec will consider using float mult mode, which can
-        substantially improve compression ratio but decrease speed in some cases
-        for float types.
+    mode_spec : {'auto', 'classic'}
+        Configures whether Pcodec should try to infer the best "mode" or
+        structure of the data (e.g. approximate multiples of 0.1) to improve
+        compression ratio, or skip this step and just use the numbers as-is
+        (Classic mode).
     equal_pages_up_to : int
         Divide the chunk into equal pages of up to this many numbers.
     """
@@ -49,9 +46,9 @@
         self,
         level: int = 8,
         delta_encoding_order: Optional[int] = None,
-        int_mult_spec: Literal["enabled", "disabled"] = "enabled",
-        float_mult_spec: Literal["enabled", "disabled"] = "enabled",
         equal_pages_up_to: int = 262144,
+        # TODO one day, add support for the Try* mode specs
+        mode_spec: Literal['auto', 'classic'] = 'auto',
     ):
         if standalone is None:  # pragma: no cover
             raise ImportError("pcodec must be installed to use the PCodec codec.")
@@ -60,20 +57,25 @@
         # match other codecs
         self.level = level
         self.delta_encoding_order = delta_encoding_order
-        self.int_mult_spec = int_mult_spec
-        self.float_mult_spec = float_mult_spec
         self.equal_pages_up_to = equal_pages_up_to
+        self.mode_spec = mode_spec
 
     def encode(self, buf):
         buf = ensure_contiguous_ndarray(buf)
 
+        match self.mode_spec:
+            case 'auto':
+                mode_spec = ModeSpec.auto()
+            case 'classic':
+                mode_spec = ModeSpec.classic()
+            case _:
+                raise ValueError(f"unknown value for mode_spec: {self.mode_spec}")
         paging_spec = PagingSpec.equal_pages_up_to(self.equal_pages_up_to)
 
         config = ChunkConfig(
             compression_level=self.level,
             delta_encoding_order=self.delta_encoding_order,
-            int_mult_spec=self.int_mult_spec,
-            float_mult_spec=self.float_mult_spec,
+            mode_spec=mode_spec,
             paging_spec=paging_spec,
         )
         return standalone.simple_compress(buf, config)

numcodecs/tests/test_pcodec.py

@@ -24,7 +24,7 @@
     PCodec(level=1),
     PCodec(level=5),
     PCodec(level=9),
-    PCodec(float_mult_spec="disabled", int_mult_spec="disabled"),
+    PCodec(mode_spec='classic'),
     PCodec(equal_pages_up_to=300),
 ]
 
@@ -59,8 +59,7 @@ def test_config():
 
 def test_repr():
     check_repr(
-        "PCodec(delta_encoding_order=None, equal_pages_up_to=262144, float_mult_spec='enabled', "
-        "int_mult_spec='enabled', level=3)"
+        "PCodec(delta_encoding_order=None, equal_pages_up_to=262144, level=3, mode_spec='auto')"
     )
 
 

pyproject.toml

@@ -67,7 +67,7 @@ zfpy = [
     "numpy<2.0.0",    
 ]
 pcodec = [
-    "pcodec>=0.1.0",
+    "pcodec>=0.2.0",
 ]
 
 [tool.setuptools]