More types supported

CHANGELOG.md

@@ -1,4 +1,8 @@
-## [UNRELEASED] neptune-fetcher 0.1.1
+## [UNRELEASED] neptune-fetcher 0.2.0
+
+### Features
+- Added support for bool, state, datetime and float series ([#19](https://github.com/neptune-ai/neptune-fetcher/pull/19))
+- Added support for fetching float series values ([#19](https://github.com/neptune-ai/neptune-fetcher/pull/19))
 
 ### Changes
 - Using only paths filter endpoint instead of dedicated ones ([#17](https://github.com/neptune-ai/neptune-fetcher/pull/17))

README.md

@@ -293,6 +293,79 @@ __Returns__:
 
 ---
 
+### Datetime
+#### `fetch()`
+Retrieves value either from the internal cache (see [`prefetch()`](#prefetch)) or from the API.
+
+__Example__:
+```python
+created_at = run["sys/creation_time"].fetch()
+```
+
+__Returns__:
+`datetime.datetime`
+
+---
+
+### Object state
+#### `fetch()`
+Retrieves value either from the internal cache (see [`prefetch()`](#prefetch)) or from the API.
+
+__Example__:
+```python
+state = run["sys/state"].fetch()
+```
+
+__Returns__:
+`str`
+
+---
+
+### Boolean
+#### `fetch()`
+Retrieves value either from the internal cache (see [`prefetch()`](#prefetch)) or from the API.
+
+__Example__:
+```python
+status = run["sys/failed"].fetch()
+```
+
+__Returns__:
+`bool`
+
+---
+
+### Float series
+#### `fetch()` or `fetch_last()`
+Retrieves last series value either from the internal cache (see [`prefetch()`](#prefetch)) or from the API.
+
+__Example__:
+```python
+loss = run["loss"].fetch_last()
+```
+
+__Returns__:
+`Optional[float]`
+
+#### `fetch_values()`
+Retrieves all series values from the API.
+
+__Parameters__:
+
+| Name | Type   | Default | Description                |
+| ---- |--------|---------|----------------------------|
+| `include_timestamp` | `bool` | True    | Whether the fetched data should include the timestamp field. |
+
+__Example__:
+```python
+values = run["loss"].fetch_values()
+```
+
+__Returns__:
+`pandas.DataFrame`
+
+---
+
 ## License
 
 This project is licensed under the Apache License Version 2.0. For more details, see [Apache License Version 2.0](http://www.apache.org/licenses/LICENSE-2.0).

pyproject.toml

@@ -12,7 +12,7 @@ pattern = "default-unprefixed"
 python = "^3.7"
 
 # Base neptune package
-neptune = "2.0.0a1"
+neptune = "2.0.0a2"
 
 # Optional for default progress update handling
 tqdm = { version = ">=4.66.0", optional = true }

src/neptune_fetcher/fetchable.py

@@ -31,6 +31,7 @@
 from typing import (
     TYPE_CHECKING,
     Any,
+    Union,
 )
 
 from neptune.api.models import (
@@ -53,14 +54,20 @@
     StringSeriesField,
     StringSetField,
 )
+from neptune.internal.container_type import ContainerType
 from neptune.internal.utils.logger import get_logger
-from neptune.internal.warnings import NeptuneUnsupportedType
 
 from neptune_fetcher.fields import (
+    Bool,
+    DateTime,
     Field,
     Float,
+    FloatSeries,
     Integer,
+    ObjectState,
+    Series,
     String,
+    StringSet,
 )
 
 if TYPE_CHECKING:
@@ -77,8 +84,14 @@
     FieldType.INT,
     FieldType.FLOAT,
     FieldType.STRING,
+    FieldType.BOOL,
+    FieldType.DATETIME,
+    FieldType.STRING_SET,
+    FieldType.OBJECT_STATE,
+}
+SUPPORTED_SERIES_TYPES = {
+    FieldType.FLOAT_SERIES,
 }
-SUPPORTED_SERIES_TYPES = set()
 SUPPORTED_TYPES = {*SUPPORTED_ATOMS, *SUPPORTED_SERIES_TYPES}
 
 
@@ -113,10 +126,19 @@ def fetch(self):
 
 class FetchableSeries(Fetchable):
     def fetch(self):
-        raise NeptuneUnsupportedType()
+        return self._cache[self._field.path].last
+
+    def fetch_last(self):
+        return self.fetch()
 
     def fetch_values(self, *, include_timestamp: bool = True) -> "DataFrame":
-        raise NeptuneUnsupportedType()
+        return self._cache[self._field.path].fetch_values(
+            backend=self._backend,
+            container_id=self._container_id,
+            container_type=ContainerType.RUN,
+            path=self._field.path,
+            include_timestamp=include_timestamp,
+        )
 
 
 def which_fetchable(field: FieldDefinition, *args: Any, **kwargs: Any) -> Fetchable:
@@ -127,30 +149,30 @@ def which_fetchable(field: FieldDefinition, *args: Any, **kwargs: Any) -> Fetcha
     return NoopFetchable(field, *args, **kwargs)
 
 
-class FieldToFetchableVisitor(FieldVisitor[Field]):
+class FieldToFetchableVisitor(FieldVisitor[Union[Field, Series]]):
     def visit_float(self, field: FloatField) -> Field:
         return Float(field.type, val=field.value)
 
     def visit_int(self, field: IntField) -> Field:
         return Integer(field.type, val=field.value)
 
     def visit_bool(self, field: BoolField) -> Field:
-        raise NotImplementedError
+        return Bool(field.type, val=field.value)
 
     def visit_string(self, field: StringField) -> Field:
         return String(field.type, val=field.value)
 
     def visit_datetime(self, field: DateTimeField) -> Field:
-        raise NotImplementedError
+        return DateTime(field.type, val=field.value)
 
     def visit_file(self, field: FileField) -> Field:
         raise NotImplementedError
 
     def visit_file_set(self, field: FileSetField) -> Field:
         raise NotImplementedError
 
-    def visit_float_series(self, field: FloatSeriesField) -> Field:
-        raise NotImplementedError
+    def visit_float_series(self, field: FloatSeriesField) -> Series:
+        return FloatSeries(field.type, last=field.last)
 
     def visit_string_series(self, field: StringSeriesField) -> Field:
         raise NotImplementedError
@@ -159,13 +181,13 @@ def visit_image_series(self, field: ImageSeriesField) -> Field:
         raise NotImplementedError
 
     def visit_string_set(self, field: StringSetField) -> Field:
-        raise NotImplementedError
+        return StringSet(field.type, val=field.values)
 
     def visit_git_ref(self, field: GitRefField) -> Field:
         raise NotImplementedError
 
     def visit_object_state(self, field: ObjectStateField) -> Field:
-        raise NotImplementedError
+        return ObjectState(field.type, val=field.value)
 
     def visit_notebook_ref(self, field: NotebookRefField) -> Field:
         raise NotImplementedError

src/neptune_fetcher/fields.py

@@ -20,47 +20,121 @@
     "Integer",
     "Series",
     "String",
+    "Bool",
+    "DateTime",
+    "ObjectState",
+    "StringSet",
 ]
 
-import typing
+import abc
 from abc import ABC
 from dataclasses import dataclass
+from datetime import datetime
+from functools import partial
 from typing import (
+    TYPE_CHECKING,
+    Dict,
     Generic,
+    List,
     Optional,
+    Set,
     TypeVar,
+    Union,
 )
 
-from neptune.api.models import FieldType
+from neptune.api.fetching_series_values import fetch_series_values
+from neptune.api.models import (
+    FieldType,
+    FloatPointValue,
+    FloatSeriesValues,
+    StringPointValue,
+)
 from neptune.internal.container_type import ContainerType
+from neptune.internal.utils.paths import parse_path
 
-if typing.TYPE_CHECKING:
+if TYPE_CHECKING:
     from neptune.internal.backends.hosted_neptune_backend import HostedNeptuneBackend
     from pandas import DataFrame
 
 T = TypeVar("T")
+Row = TypeVar("Row", StringPointValue, FloatPointValue)
+
+
+def make_row(entry: Row, include_timestamp: bool = True) -> Dict[str, Union[str, float, datetime]]:
+    row: Dict[str, Union[str, float, datetime]] = {
+        "step": entry.step,
+        "value": entry.value,
+    }
+
+    if include_timestamp:
+        row["timestamp"] = entry.timestamp
+
+    return row
 
 
 @dataclass
 class Series(ABC, Generic[T]):
+    type: FieldType
     last: Optional[T] = None
 
     def fetch_values(
         self,
         backend: "HostedNeptuneBackend",
         container_id: str,
         container_type: ContainerType,
-        path: typing.List[str],
+        path: str,
         include_timestamp: bool = True,
     ) -> "DataFrame":
-        raise NotImplementedError
+        import pandas as pd
+
+        data = fetch_series_values(
+            getter=partial(
+                self._fetch_values_from_backend,
+                backend=backend,
+                container_id=container_id,
+                container_type=container_type,
+                path=parse_path(path),
+            ),
+            path=path,
+            progress_bar=None,
+        )
+
+        rows = dict((n, make_row(entry=entry, include_timestamp=include_timestamp)) for (n, entry) in enumerate(data))
+        return pd.DataFrame.from_dict(data=rows, orient="index")
+
+    @abc.abstractmethod
+    def _fetch_values_from_backend(
+        self,
+        backend: "HostedNeptuneBackend",
+        container_id: str,
+        container_type: ContainerType,
+        path: List[str],
+        limit: int,
+        from_step: Optional[float] = None,
+    ):
+        ...
 
     def fetch_last(self) -> Optional[T]:
         return self.last
 
 
 class FloatSeries(Series[float]):
-    ...
+    def _fetch_values_from_backend(
+        self,
+        backend: "HostedNeptuneBackend",
+        container_id: str,
+        container_type: ContainerType,
+        path: List[str],
+        limit: int,
+        from_step: Optional[float] = None,
+    ) -> FloatSeriesValues:
+        return backend.get_float_series_values(
+            container_id=container_id,
+            container_type=container_type,
+            path=path,
+            from_step=from_step,
+            limit=limit,
+        )
 
 
 @dataclass
@@ -82,3 +156,19 @@ class Float(Field[float]):
 
 class String(Field[str]):
     ...
+
+
+class Bool(Field[bool]):
+    ...
+
+
+class DateTime(Field[datetime]):
+    ...
+
+
+class ObjectState(Field[str]):
+    ...
+
+
+class StringSet(Field[Set[str]]):
+    ...