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Wagtail StreamField Optimized
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import inspect | |
import logging | |
from collections import defaultdict | |
from wagtail.core import blocks | |
logger = logging.getLogger(__name__) | |
class _FieldCacheManager(): | |
def __init__(self): | |
self._cache = {} | |
def get(self, cls, value): | |
if cls in self._cache: | |
return self._cache[cls].get(value) | |
def preload(self, block, data): | |
items = self._analyze_data(block, data) | |
self._preload_data(items) | |
def _analyze_data(self, block, data): | |
result = defaultdict(set) | |
for block_data in data: | |
child_result = self._analyze_data_item(block, block_data) | |
self._merge_dict_sets(result, child_result) | |
return result | |
def _analyze_data_item(self, block, data): | |
result = defaultdict(set) | |
for name, child_block in block.child_blocks.items(): | |
value = data.get(name, child_block.get_default()) | |
if hasattr(child_block, 'child_block'): | |
for val in value: | |
child_result = self._analyze_data_item(child_block.child_block, val) | |
self._merge_dict_sets(result, child_result) | |
elif hasattr(child_block, 'child_blocks'): | |
child_result = self._analyze_data_item(child_block, value) | |
self._merge_dict_sets(result, child_result) | |
elif isinstance(child_block, blocks.ChooserBlock) and value: | |
result[child_block.__class__].add(value) | |
return result | |
def _preload_data(self, data): | |
for cls, values in data.items(): | |
obj = cls() | |
self._cache[cls] = obj.target_model.objects.in_bulk(values) | |
def _merge_dict_sets(self, target, other): | |
for key, value in other.items(): | |
target[key].update(value) | |
class CacheStructBlock(blocks.StructBlock): | |
def bulk_to_python(self, value): | |
cm = _FieldCacheManager() | |
cm.preload(self, list(value)) | |
return [self.to_python(val, cm) for val in value] | |
def to_python(self, value, cache_manager=None): | |
result = [] | |
for name, child_block in self.child_blocks.items(): | |
if name not in value: | |
# NB the result of get_default is NOT passed through to_python, | |
# as it's expected to be in the block's native type already | |
result.append((name, child_block.get_default())) | |
continue | |
child_val = value[name] | |
if not cache_manager: | |
result.append((name, child_block.to_python(child_val))) | |
continue | |
# If the child_block expects the cache_manager to be passed then | |
# use that by default. Otherwise we try to do the relevant | |
# conversion here if that is possible. | |
argspec = inspect.getargspec(child_block.to_python) | |
if len(argspec.args) > 2: | |
python_value = child_block.to_python(child_val, cache_manager) | |
elif isinstance(child_block, blocks.ChooserBlock): | |
python_value = cache_manager.get(child_block.__class__, child_val) | |
elif isinstance(child_block, blocks.ListBlock): | |
argspec = inspect.getargspec(child_block.child_block.to_python) | |
if len(argspec.args) > 2: | |
python_value = [ | |
child_block.child_block.to_python(item, cache_manager) | |
for item in child_val | |
] | |
else: | |
logger.debug("Unable to use optimized call for %s", child_block) | |
python_value = [ | |
child_block.child_block.to_python(item) | |
for item in child_val | |
] | |
elif isinstance(child_block, blocks.StructBlock): | |
logger.debug("Unable to use optimized call for %s", child_block) | |
python_value = child_block.to_python(child_val) | |
else: | |
python_value = child_block.to_python(child_val) | |
result.append((name, python_value)) | |
return blocks.StructValue(self, result) |
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