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fix: fix summary for storage backends #92

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Merged
hanxiao merged 1 commit into from
Feb 3, 2022
Merged

fix: fix summary for storage backends #92

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64 changes: 36 additions & 28 deletions docarray/array/mixins/plot.py
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Original file line number Diff line number Diff line change
Expand Up @@ -33,6 +33,9 @@ def summary(self):
from rich.console import Console
from rich import box

tables = []
console = Console()

all_attrs = self._get_attributes('non_empty_fields')
attr_counter = Counter(all_attrs)

Expand Down Expand Up @@ -69,38 +72,43 @@ def summary(self):
_text = f'{_doc_text} attributes'
table.add_row(_text, str(_a))

console = Console()
tables.append(table)

all_attrs_names = tuple(sorted(all_attrs_names))
if not all_attrs_names:
console.print(table)
return

attr_table = Table(box=box.SIMPLE, title='Attributes Summary')
attr_table.add_column('Attribute')
attr_table.add_column('Data type')
attr_table.add_column('#Unique values')
attr_table.add_column('Has empty value')

all_attrs_values = self._get_attributes(*all_attrs_names)
if len(all_attrs_names) == 1:
all_attrs_values = [all_attrs_values]
for _a, _a_name in zip(all_attrs_values, all_attrs_names):
try:
_a = set(_a)
except:
pass # intentional ignore as some fields are not hashable
_set_type_a = set(type(_aa).__name__ for _aa in _a)
attr_table.add_row(
_a_name,
str(tuple(_set_type_a)),
str(len(_a)),
str(any(_aa is None for _aa in _a)),
)
if all_attrs_names:

attr_table = Table(box=box.SIMPLE, title='Attributes Summary')
attr_table.add_column('Attribute')
attr_table.add_column('Data type')
attr_table.add_column('#Unique values')
attr_table.add_column('Has empty value')

all_attrs_values = self._get_attributes(*all_attrs_names)
if len(all_attrs_names) == 1:
all_attrs_values = [all_attrs_values]
for _a, _a_name in zip(all_attrs_values, all_attrs_names):
try:
_a = set(_a)
except:
pass # intentional ignore as some fields are not hashable
_set_type_a = set(type(_aa).__name__ for _aa in _a)
attr_table.add_row(
_a_name,
str(tuple(_set_type_a)),
str(len(_a)),
str(any(_aa is None for _aa in _a)),
)
tables.append(attr_table)

storage_table = Table(box=box.SIMPLE, title='Storage Summary')
self._fill_storage_table(storage_table)
storage_table.show_header = False
storage_infos = self._get_storage_infos()
for k, v in storage_infos.items():
storage_table.add_row(k, v)

tables.append(storage_table)

console.print(table, attr_table, storage_table)
console.print(*tables)

def plot_embeddings(
self,
Expand Down
10 changes: 3 additions & 7 deletions docarray/array/storage/base/backend.py
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Original file line number Diff line number Diff line change
@@ -1,15 +1,11 @@
from abc import ABC, abstractmethod
from typing import TYPE_CHECKING

if TYPE_CHECKING:
from rich.table import Table
from typing import Dict


class BaseBackendMixin(ABC):
@abstractmethod
def _init_storage(self, *args, **kwargs):
...

def _fill_storage_table(self, table: 'Table'):
table.show_header = False
table.add_row('Class', self.__class__.__name__)
def _get_storage_infos(self) -> Dict:
return {'Class': self.__class__.__name__}
8 changes: 4 additions & 4 deletions docarray/array/storage/memory/backend.py
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Original file line number Diff line number Diff line change
Expand Up @@ -17,7 +17,6 @@
from ....types import (
DocumentArraySourceType,
)
from rich.table import Table


def needs_id2offset_rebuild(func) -> Callable:
Expand Down Expand Up @@ -88,6 +87,7 @@ def _init_storage(
else:
self.append(_docs)

def _fill_storage_table(self, table: 'Table'):
super()._fill_storage_table(table)
table.add_row('Backend', 'In Memory')
def _get_storage_infos(self) -> Dict:
storage_infos = super()._get_storage_infos()
storage_infos['Backend'] = 'In Memory'
return storage_infos
18 changes: 9 additions & 9 deletions docarray/array/storage/sqlite/backend.py
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Original file line number Diff line number Diff line change
Expand Up @@ -21,7 +21,6 @@
from ....types import (
DocumentArraySourceType,
)
from rich.table import Table


def _sanitize_table_name(table_name: str) -> str:
Expand Down Expand Up @@ -138,11 +137,12 @@ def __setstate__(self, state):
**_conn_kwargs,
)

def _fill_storage_table(self, table: 'Table'):
super()._fill_storage_table(table)
table.add_row('Backend', 'SQLite (https://www.sqlite.org)')
table.add_row('Connection', self._config.connection)
table.add_row('Table Name', self._table_name)
table.add_row(
'Serialization Protocol', self._config.serialize_config.get('protocol')
)
def _get_storage_infos(self) -> Dict:
storage_infos = super()._get_storage_infos()
return {
'Backend': 'SQLite (https://www.sqlite.org)',
'Connection': self._config.connection,
'Table Name': self._table_name,
'Serialization Protocol': self._config.serialize_config.get('protocol'),
**storage_infos,
}
18 changes: 9 additions & 9 deletions docarray/array/storage/weaviate/backend.py
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Original file line number Diff line number Diff line change
Expand Up @@ -23,7 +23,6 @@
from ....types import (
DocumentArraySourceType,
)
from rich.table import Table


@dataclass
Expand Down Expand Up @@ -306,11 +305,12 @@ def wmap(self, doc_id: str):
# daw2[0, 'text'] == 'hi' # this will be False if we don't append class name
return str(uuid.uuid5(uuid.NAMESPACE_URL, doc_id + self._class_name))

def _fill_storage_table(self, table: 'Table'):
super()._fill_storage_table(table)
table.add_row('Backend', 'Weaviate (www.semi.technology/developers/weaviate)')
table.add_row('Hostname', self._config.client)
table.add_row('Schema Name', self._config.name)
table.add_row(
'Serialization Protocol', self._config.serialize_config.get('protocol')
)
def _get_storage_infos(self) -> Dict:
storage_infos = super()._get_storage_infos()
return {
'Backend': 'Weaviate (www.semi.technology/developers/weaviate)',
'Hostname': self._config.client,
'Schema Name': self._config.name,
'Serialization Protocol': self._config.serialize_config.get('protocol'),
**storage_infos,
}