def product_export():
dataset = ProductDataset(settings.JSONL_DATASET_PATH)
product_iter = (dataset.stream().filter_by_country_tag(
'en:france').filter_nonempty_text_field(
'ingredients_text_fr').filter_by_state_tag('en:complete').iter())
product_iter = (p for p in product_iter
if 'ingredients-unknown-score-above-0' not in p.get(
'quality_tags', []))
data = ((product['code'], {
'ingredients_text_fr':
normalize_ingredient_list(product['ingredients_text_fr'])
}) for product in product_iter)
logger.info("Importing products")
es_client = get_es_client()
perform_export(es_client, data, settings.ELASTICSEARCH_PRODUCT_INDEX)
def category_export():
logger.info("Starting category export to Elasticsearch...")
client = get_es_client()
category_taxonomy: Taxonomy = get_taxonomy(InsightType.category.name)
logger.info("Deleting existing categories...")
delete_categories(client)
logger.info("Starting export...")
category_data = generate_category_data(category_taxonomy)
rows_inserted = perform_export(client, category_data,
settings.ELASTICSEARCH_CATEGORY_INDEX)
logger.info("%d rows inserted" % rows_inserted)
def export_index_data(self, index: str) -> int:
"""Given the index to export data for, this function removes existing data and exports a newer version.
.. warning: right now, we delete then recreate the index.
This means that as this method runs,
some request might be silently handled erroneously (with a partial index).
This is not a problem right now, as we don't have *real-time* requests,
but only async ones for categories.
Returns the number of rows inserted into the index."""
logger.info(f"Deleting existing {index} data...")
self._delete_existing_data(index)
index_data = self._get_data(index)
logger.info(f"Starting {index} export to Elasticsearch...")
rows_inserted = perform_export(self.es_client, index_data, index)
logger.info(f"Inserted %d rows for index {index}", rows_inserted)
return rows_inserted
def product_export():
dataset = ProductDataset(settings.JSONL_DATASET_PATH)
product_iter = (dataset.stream().filter_by_country_tag(
"en:france").filter_nonempty_text_field(
"ingredients_text_fr").filter_by_state_tag("en:complete").iter())
product_iter = (p for p in product_iter
if "ingredients-unknown-score-above-0" not in p.get(
"quality_tags", []))
data = ((
product["code"],
{
"ingredients_text_fr":
normalize_ingredient_list(product["ingredients_text_fr"])
},
) for product in product_iter)
logger.info("Importing products")
es_client = get_es_client()
inserted = perform_export(es_client, data,
settings.ELASTICSEARCH_PRODUCT_INDEX)
logger.info("{} rows inserted".format(inserted))