dvc

dvc.lock

@@ -16,6 +16,10 @@ stages:
     cmd: PYTHONPATH=. python experiments/scripts/get_model.py --dataset_name enron_spam
       --output_dir data/models/enron_spam
     deps:
+    - path: data/datasets/enron_spam
+      md5: b2115d2a6901cd29727f9ed294196544.dir
+      size: 53096069
+      nfiles: 3
     - path: experiments/scripts/get_model.py
       md5: 5050f51b4019bba97af47971f6c7cab4
       size: 747
@@ -28,14 +32,17 @@ stages:
     cmd: PYTHONPATH=. python experiments/scripts/classify.py --dataset_name enron_spam
       --output_dir data/classification/enron_spam
     deps:
+    - path: data/datasets/enron_spam/
+      md5: b2115d2a6901cd29727f9ed294196544.dir
+      size: 53096069
+      nfiles: 3
+    - path: data/models/enron_spam/
+      md5: 3e16b22f59532c66beeadea958e0579a.dir
+      size: 18505614
+      nfiles: 6
     - path: experiments/scripts/classify.py
       md5: 5bd1363bd8cb2742e5d8391a0287cddb
       size: 1281
-    outs:
-    - path: data/classification/enron_spam/
-      md5: a83267cc1b9d8e210412b725f93902c0.dir
-      size: 326
-      nfiles: 1
   explain@enron_spam:
     cmd: PYTHONPATH=. python experiments/scripts/explain.py --dataset_name enron_spam
       --output_dir data/explanations/enron_spam

dvc.yaml

@@ -23,6 +23,7 @@ stages:
         --output_dir data/models/${item}
       deps:
         - experiments/scripts/get_model.py
+        - data/datasets/${item}
       outs:
         - data/models/${item}/
   classify:
@@ -36,8 +37,10 @@ stages:
         --output_dir data/classification/${item}
       deps:
         - experiments/scripts/classify.py
+        - data/models/${item}/
+        - data/datasets/${item}/
       outs:
-        - data/classification/${item}/
+        - data/classification/${item}
   explain:
     foreach:
       - enron_spam
@@ -49,5 +52,7 @@ stages:
         --output_dir data/explanations/${item}
       deps:
         - experiments/scripts/explain.py
+        - data/models/${item}
+        - data/datasets/${item}
       outs:
         - data/explanations/${item}/