From fd9e92e835a5e8867be50f9c4fc77cafb7609907 Mon Sep 17 00:00:00 2001 From: Thomas Wood Date: Fri, 4 Oct 2024 18:37:45 +0100 Subject: [PATCH] Fix errors resulting from multiple redirects e.g. "restasis" -> "ciclosporin" -> "ciclosporine" --- .../05_combine_data_sources.py | 23 ++++++++++++++---- .../drug_ner_dictionary.pkl.bz2 | Bin 1222180 -> 1226377 bytes 2 files changed, 18 insertions(+), 5 deletions(-) diff --git a/harvesting_data_from_source/05_combine_data_sources.py b/harvesting_data_from_source/05_combine_data_sources.py index 0bc0a72..85f6812 100644 --- a/harvesting_data_from_source/05_combine_data_sources.py +++ b/harvesting_data_from_source/05_combine_data_sources.py @@ -235,16 +235,12 @@ def get_brand_names_nhs(description: str): for canonical in canonicals: canonical_has_variants_pointing_to_it.add(canonical) -for canonical in list(drug_canonical_to_data): - if canonical not in canonical_has_variants_pointing_to_it: - print(f"removing data for {canonical} because there are no synonyms pointing to it") - del drug_canonical_to_data[canonical] - with open("words_to_check_with_ai.txt", "w", encoding="utf-8") as f: f.write("\n".join(words_to_check_with_ai)) # Find any redirects that go through twice +all_redirects_fixed = set() for i in range(3): print(f"Normalising redirects step {i}") redirects_needed = {} @@ -254,10 +250,27 @@ def get_brand_names_nhs(description: str): for canonical_of_canonical in drug_variant_to_canonical[canonical]: if canonical_of_canonical != canonical: redirects_needed[variant] = drug_variant_to_canonical[canonical] + all_redirects_fixed.add(variant) print(f"There are {len(redirects_needed)} drug names which are redirected twice. These need to be normalised") for source, targets in redirects_needed.items(): drug_variant_to_canonical[source] = targets +for variant in all_redirects_fixed: + canonicals = drug_variant_to_canonical[variant] + for canonical in canonicals: + synonyms = set(drug_canonical_to_data[canonical].get("synonyms", [])) + if variant not in synonyms: + print(f"Variant {variant} not listed as synonym of {canonical}. Adding it") + synonyms.add(variant) + drug_canonical_to_data[canonical]["synonyms"] = sorted(synonyms) + +# Remove any entries in the database that will never be used because nothing points there + +for canonical in list(drug_canonical_to_data): + if canonical not in canonical_has_variants_pointing_to_it: + print(f"removing data for {canonical} because there are no synonyms pointing to it") + del drug_canonical_to_data[canonical] + with bz2.open("../src/drug_named_entity_recognition/drug_ner_dictionary.pkl.bz2", "wb") as f: pkl.dump( {"drug_variant_to_canonical": drug_variant_to_canonical, diff --git a/src/drug_named_entity_recognition/drug_ner_dictionary.pkl.bz2 b/src/drug_named_entity_recognition/drug_ner_dictionary.pkl.bz2 index 611eddaa644d373b05855157141817a5fa853492..7921ba939c2be439e62a132a67b6909ea208d2a3 100644 GIT binary patch delta 511011 zcmYJa18^li)CYQNbGx<8ZMU{-JV#w_Dq`?QU(`=B>^5|Gw|Nc_))!PR=AV zCz<3-=9i>!LN**M>mLje3>gd+3>^#;3>yp=3?Gcpi1>F6K4GgTWQTI)ZwkgGI&KQ- 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