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PaulKalho Date: Wed, 10 Dec 2025 15:04:12 -0600 Subject: [PATCH 2/4] chore: add files to gitignore --- .gitignore | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.gitignore b/.gitignore index e15106e..715e0fd 100644 --- a/.gitignore +++ b/.gitignore @@ -1,3 +1,6 @@ +dtm.pkl +vocab.pkl + # Byte-compiled / optimized / DLL files __pycache__/ *.py[codz] From 2dc515cb999ee7e770bdbe712e50eeecb958493a Mon Sep 17 00:00:00 2001 From: PaulKalho Date: Wed, 10 Dec 2025 15:40:39 -0600 Subject: [PATCH 3/4] fix: use absolute path for file downloads --- .gitignore | 3 --- main.py | 11 +++++++---- 2 files changed, 7 insertions(+), 7 deletions(-) diff --git a/.gitignore b/.gitignore index 715e0fd..e15106e 100644 --- a/.gitignore +++ b/.gitignore @@ -1,6 +1,3 @@ -dtm.pkl -vocab.pkl - # Byte-compiled / optimized / DLL files __pycache__/ *.py[codz] diff --git a/main.py b/main.py index aae6284..a1cfb91 100644 --- a/main.py +++ b/main.py @@ -47,6 +47,9 @@ class LDATopicModeling(EnvSettings): LEARNING_METHOD: str = "batch" N_TOP_WORDS: int = 10 + DTM_DOWNLOAD_PATH: str = "/tmp/dtm.pkl" + VOCAB_DOWNLOAD_PATH: str = "/tmp/vocab.pkl" + vocab: VocabFileInput dtm: DTMFileInput @@ -70,19 +73,19 @@ def lda_topic_modeling(settings): logger.info("Starting LDA topic modeling pipeline…") logger.info("Downloading vocabulary file...") - S3Operations.download(settings.vocab, "vocab.pkl") + S3Operations.download(settings.vocab, settings.VOCAB_DOWNLOAD_PATH) logger.info("Loading vocab.pkl from disk...") - with open("vocab.pkl", "rb") as f: + with open(settings.VOCAB_DOWNLOAD_PATH, "rb") as f: vocab = pickle.load(f) logger.info(f"Loaded vocab with {len(vocab)} terms.") logger.info("Downloading DTM file...") - S3Operations.download(settings.dtm, "dtm.pkl") + S3Operations.download(settings.dtm, settings.DTM_DOWNLOAD_PATH) logger.info("Loading dtm.pkl from disk...") - with open("dtm.pkl", "rb") as f: + with open(settings.DTM_DOWNLOAD_PATH, "rb") as f: dtm = pickle.load(f) logger.info(f"Loaded DTM with shape {dtm.shape}") From 5a5ff9c6d809b343be02befb438752291bc038ea Mon Sep 17 00:00:00 2001 From: PaulKalho Date: Wed, 10 Dec 2025 17:00:44 -0600 Subject: [PATCH 4/4] chore: update cbc to match definition --- cbc.yaml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/cbc.yaml b/cbc.yaml index 8b9ea60..99305cf 100644 --- a/cbc.yaml +++ b/cbc.yaml @@ -9,6 +9,8 @@ entrypoints: MAX_ITER: 10 N_TOPICS: 5 N_TOP_WORDS: 10 + DTM_DOWNLOAD_PATH: /tmp/dtm.pkl + VOCAB_DOWNLOAD_PATH: /tmp/vocab.pkl inputs: dtm: config: