Add more docstrings

petuum · May 12, 2022 · b2d8cc9 · b2d8cc9
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commit b2d8cc9
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Showing 4 changed files with 445 additions and 307 deletions.
diff --git a/example/docker-compose.yml b/example/docker-compose.yml
@@ -5,7 +5,7 @@ services:
     - -m
     - pirlib.backends.docker_batch
     - graph
-    - gASV+wAAAAAAAABdlCiMDHBpcmxpYi5ncmFwaJSMC0dyYXBoT3V0cHV0lJOUKYGUfZQojARuYW1llIwIcmV0dXJuLjCUjAZpb3R5cGWUjARGSUxFlIwGc291cmNllGgBjApEYXRhU291cmNllJOUKYGUfZQojARub2RllIwFdHJhaW6UjAhzdWJncmFwaJROjAZvdXRwdXSUjAZyZXR1cm6UjAtncmFwaF9pbnB1dJROdWJ1YmgDKYGUfZQoaAaMCHJldHVybi4xlGgIjAlEQVRBRlJBTUWUaApoDCmBlH2UKGgPjAhldmFsdWF0ZZRoEU5oEowGcmV0dXJulGgUTnVidWJlLg==
+    - gASV+QAAAAAAAABdlCiMCnBpcmxpYi5waXKUjAtHcmFwaE91dHB1dJSTlCmBlH2UKIwEbmFtZZSMCHJldHVybi4wlIwGaW90eXBllIwERklMRZSMBnNvdXJjZZRoAYwKRGF0YVNvdXJjZZSTlCmBlH2UKIwEbm9kZZSMBXRyYWlulIwIc3ViZ3JhcGiUTowGb3V0cHV0lIwGcmV0dXJulIwLZ3JhcGhfaW5wdXSUTnVidWJoAymBlH2UKGgGjAhyZXR1cm4uMZRoCIwJREFUQUZSQU1FlGgKaAwpgZR9lChoD4wIZXZhbHVhdGWUaBFOaBKMBnJldHVybpRoFE51YnViZS4=
     depends_on:
       train_pipeline.clean:
         condition: service_completed_successfully
@@ -17,7 +17,7 @@ services:
         condition: service_completed_successfully
       train_pipeline.train:
         condition: service_completed_successfully
-    image: pircli-build:6063df32-2483-4e2e-beee-944931c72937
+    image: pircli-build:fbb9b1d1-11ed-48a6-a70c-67a1f6c928a5
     volumes:
     - node_outputs:/mnt/node_outputs
     - ${INPUT_train_dataset:?err}:/mnt/graph_inputs/train_dataset
@@ -30,9 +30,9 @@ services:
     - -m
     - pirlib.backends.docker_batch
     - node
-    - 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
-    - gASVpAAAAAAAAABdlCiMDHBpcmxpYi5ncmFwaJSMCkdyYXBoSW5wdXSUk5QpgZR9lCiMBG5hbWWUjA10cmFpbl9kYXRhc2V0lIwGaW90eXBllIwJRElSRUNUT1JZlHViaAMpgZR9lChoBowPdHJhbnNsYXRlX21vZGVslGgIjARGSUxFlHViaAMpgZR9lChoBowJc2VudGVuY2VzlGgIjAlESVJFQ1RPUlmUdWJlLg==
-    image: pircli-build:6063df32-2483-4e2e-beee-944931c72937
+    - 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
+    - gASVogAAAAAAAABdlCiMCnBpcmxpYi5waXKUjApHcmFwaElucHV0lJOUKYGUfZQojARuYW1llIwNdHJhaW5fZGF0YXNldJSMBmlvdHlwZZSMCURJUkVDVE9SWZR1YmgDKYGUfZQoaAaMD3RyYW5zbGF0ZV9tb2RlbJRoCIwERklMRZR1YmgDKYGUfZQoaAaMCXNlbnRlbmNlc5RoCIwJRElSRUNUT1JZlHViZS4=
+    image: pircli-build:fbb9b1d1-11ed-48a6-a70c-67a1f6c928a5
     volumes:
     - node_outputs:/mnt/node_outputs
     - ${INPUT_train_dataset:?err}:/mnt/graph_inputs/train_dataset
@@ -42,12 +42,12 @@ services:
     - -m
     - pirlib.backends.docker_batch
     - node
-    - 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
-    - gASVpAAAAAAAAABdlCiMDHBpcmxpYi5ncmFwaJSMCkdyYXBoSW5wdXSUk5QpgZR9lCiMBG5hbWWUjA10cmFpbl9kYXRhc2V0lIwGaW90eXBllIwJRElSRUNUT1JZlHViaAMpgZR9lChoBowPdHJhbnNsYXRlX21vZGVslGgIjARGSUxFlHViaAMpgZR9lChoBowJc2VudGVuY2VzlGgIjAlESVJFQ1RPUlmUdWJlLg==
+    - 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
+    - gASVogAAAAAAAABdlCiMCnBpcmxpYi5waXKUjApHcmFwaElucHV0lJOUKYGUfZQojARuYW1llIwNdHJhaW5fZGF0YXNldJSMBmlvdHlwZZSMCURJUkVDVE9SWZR1YmgDKYGUfZQoaAaMD3RyYW5zbGF0ZV9tb2RlbJRoCIwERklMRZR1YmgDKYGUfZQoaAaMCXNlbnRlbmNlc5RoCIwJRElSRUNUT1JZlHViZS4=
     depends_on:
       train_pipeline.infer_pipeline.sentiment:
         condition: service_completed_successfully
-    image: pircli-build:6063df32-2483-4e2e-beee-944931c72937
+    image: pircli-build:fbb9b1d1-11ed-48a6-a70c-67a1f6c928a5
     volumes:
     - node_outputs:/mnt/node_outputs
     - ${INPUT_sentences:?err}:/mnt/graph_inputs/sentences
@@ -57,14 +57,14 @@ services:
     - -m
     - pirlib.backends.docker_batch
     - node
-    - 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
-    - gASVpAAAAAAAAABdlCiMDHBpcmxpYi5ncmFwaJSMCkdyYXBoSW5wdXSUk5QpgZR9lCiMBG5hbWWUjA10cmFpbl9kYXRhc2V0lIwGaW90eXBllIwJRElSRUNUT1JZlHViaAMpgZR9lChoBowPdHJhbnNsYXRlX21vZGVslGgIjARGSUxFlHViaAMpgZR9lChoBowJc2VudGVuY2VzlGgIjAlESVJFQ1RPUlmUdWJlLg==
+    - 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
+    - gASVogAAAAAAAABdlCiMCnBpcmxpYi5waXKUjApHcmFwaElucHV0lJOUKYGUfZQojARuYW1llIwNdHJhaW5fZGF0YXNldJSMBmlvdHlwZZSMCURJUkVDVE9SWZR1YmgDKYGUfZQoaAaMD3RyYW5zbGF0ZV9tb2RlbJRoCIwERklMRZR1YmgDKYGUfZQoaAaMCXNlbnRlbmNlc5RoCIwJRElSRUNUT1JZlHViZS4=
     depends_on:
       train_pipeline.infer_pipeline.translate_1:
         condition: service_completed_successfully
       train_pipeline.train:
         condition: service_completed_successfully
-    image: pircli-build:6063df32-2483-4e2e-beee-944931c72937
+    image: pircli-build:fbb9b1d1-11ed-48a6-a70c-67a1f6c928a5
     volumes:
     - node_outputs:/mnt/node_outputs
   train_pipeline.infer_pipeline.translate_1:
@@ -73,9 +73,9 @@ services:
     - -m
     - pirlib.backends.docker_batch
     - node
-    - 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
-    - gASVpAAAAAAAAABdlCiMDHBpcmxpYi5ncmFwaJSMCkdyYXBoSW5wdXSUk5QpgZR9lCiMBG5hbWWUjA10cmFpbl9kYXRhc2V0lIwGaW90eXBllIwJRElSRUNUT1JZlHViaAMpgZR9lChoBowPdHJhbnNsYXRlX21vZGVslGgIjARGSUxFlHViaAMpgZR9lChoBowJc2VudGVuY2VzlGgIjAlESVJFQ1RPUlmUdWJlLg==
-    image: pircli-build:6063df32-2483-4e2e-beee-944931c72937
+    - 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
+    - gASVogAAAAAAAABdlCiMCnBpcmxpYi5waXKUjApHcmFwaElucHV0lJOUKYGUfZQojARuYW1llIwNdHJhaW5fZGF0YXNldJSMBmlvdHlwZZSMCURJUkVDVE9SWZR1YmgDKYGUfZQoaAaMD3RyYW5zbGF0ZV9tb2RlbJRoCIwERklMRZR1YmgDKYGUfZQoaAaMCXNlbnRlbmNlc5RoCIwJRElSRUNUT1JZlHViZS4=
+    image: pircli-build:fbb9b1d1-11ed-48a6-a70c-67a1f6c928a5
     volumes:
     - node_outputs:/mnt/node_outputs
     - ${INPUT_translate_model:?err}:/mnt/graph_inputs/translate_model
@@ -86,12 +86,12 @@ services:
     - -m
     - pirlib.backends.docker_batch
     - node
-    - gASVHQIAAAAAAACMDHBpcmxpYi5ncmFwaJSMBE5vZGWUk5QpgZR9lCiMBG5hbWWUjAV0cmFpbpSMBmNvbmZpZ5R9lIwGaW5wdXRzlF2UaACMBUlucHV0lJOUKYGUfZQoaAWMB2RhdGFzZXSUjAZpb3R5cGWUjAlESVJFQ1RPUlmUjAZzb3VyY2WUaACMCkRhdGFTb3VyY2WUk5QpgZR9lCiMBG5vZGWUjAVjbGVhbpSMCHN1YmdyYXBolE6MBm91dHB1dJSMBnJldHVybpSMC2dyYXBoX2lucHV0lE51YnViYYwHb3V0cHV0c5RdlGgAjAZPdXRwdXSUk5QpgZR9lChoBYwGcmV0dXJulGgQjARGSUxFlHViYYwKZW50cnlwb2ludJRoAIwKRW50cnlwb2ludJSTlCmBlH2UKIwHdmVyc2lvbpSMAnYxlIwHaGFuZGxlcpSMFWV4YW1wbGUuZXhhbXBsZTp0cmFpbpSMB3J1bnRpbWWUjApweXRob246My44lIwHY29kZXVyaZROjAVpbWFnZZSMMXBpcmNsaS1idWlsZDo2MDYzZGYzMi0yNDgzLTRlMmUtYmVlZS05NDQ5MzFjNzI5MzeUdWKMCWZyYW1ld29ya5RoAIwJRnJhbWV3b3JrlJOUKYGUfZQoaAWMB2FkYXB0ZGyUaAd9lCiMDG1pbl9yZXBsaWNhc5RLAYwMbWF4X3JlcGxpY2FzlEsEdXVidWIu
-    - gASVpAAAAAAAAABdlCiMDHBpcmxpYi5ncmFwaJSMCkdyYXBoSW5wdXSUk5QpgZR9lCiMBG5hbWWUjA10cmFpbl9kYXRhc2V0lIwGaW90eXBllIwJRElSRUNUT1JZlHViaAMpgZR9lChoBowPdHJhbnNsYXRlX21vZGVslGgIjARGSUxFlHViaAMpgZR9lChoBowJc2VudGVuY2VzlGgIjAlESVJFQ1RPUlmUdWJlLg==
+    - 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
+    - gASVogAAAAAAAABdlCiMCnBpcmxpYi5waXKUjApHcmFwaElucHV0lJOUKYGUfZQojARuYW1llIwNdHJhaW5fZGF0YXNldJSMBmlvdHlwZZSMCURJUkVDVE9SWZR1YmgDKYGUfZQoaAaMD3RyYW5zbGF0ZV9tb2RlbJRoCIwERklMRZR1YmgDKYGUfZQoaAaMCXNlbnRlbmNlc5RoCIwJRElSRUNUT1JZlHViZS4=
     depends_on:
       train_pipeline.clean:
         condition: service_completed_successfully
-    image: pircli-build:6063df32-2483-4e2e-beee-944931c72937
+    image: pircli-build:fbb9b1d1-11ed-48a6-a70c-67a1f6c928a5
     volumes:
     - node_outputs:/mnt/node_outputs
 version: '3.9'

diff --git a/example/package_docker.yml b/example/package_docker.yml
@@ -2,6 +2,13 @@ graphs:
 - name: train_pipeline
   nodes:
   - name: clean
+    entrypoint:
+      version: v1
+      handler: example.example:clean
+      runtime: python:3.8
+      codeurl: null
+      image: pircli-build:fbb9b1d1-11ed-48a6-a70c-67a1f6c928a5
+    framework: null
     config: {}
     inputs:
     - name: dataset
@@ -14,14 +21,18 @@ graphs:
     outputs:
     - name: return
       iotype: DIRECTORY
+  - name: train
     entrypoint:
       version: v1
-      handler: example.example:clean
+      handler: example.example:train
       runtime: python:3.8
-      codeuri: null
-      image: pircli-build:6063df32-2483-4e2e-beee-944931c72937
-    framework: null
-  - name: train
+      codeurl: null
+      image: pircli-build:fbb9b1d1-11ed-48a6-a70c-67a1f6c928a5
+    framework:
+      name: adaptdl
+      config:
+        min_replicas: 1
+        max_replicas: 4
     config: {}
     inputs:
     - name: dataset
@@ -34,18 +45,14 @@ graphs:
     outputs:
     - name: return
       iotype: FILE
+  - name: evaluate
     entrypoint:
       version: v1
-      handler: example.example:train
+      handler: example.example:evaluate
       runtime: python:3.8
-      codeuri: null
-      image: pircli-build:6063df32-2483-4e2e-beee-944931c72937
-    framework:
-      name: adaptdl
-      config:
-        min_replicas: 1
-        max_replicas: 4
-  - name: evaluate
+      codeurl: null
+      image: pircli-build:fbb9b1d1-11ed-48a6-a70c-67a1f6c928a5
+    framework: null
     config: {}
     inputs:
     - name: kwargs.test_dataset
@@ -65,14 +72,14 @@ graphs:
     outputs:
     - name: return
       iotype: DATAFRAME
+  - name: infer_pipeline.translate_1
     entrypoint:
       version: v1
-      handler: example.example:evaluate
+      handler: example.example:translate
       runtime: python:3.8
-      codeuri: null
-      image: pircli-build:6063df32-2483-4e2e-beee-944931c72937
+      codeurl: null
+      image: pircli-build:fbb9b1d1-11ed-48a6-a70c-67a1f6c928a5
     framework: null
-  - name: infer_pipeline.translate_1
     config:
       key: value
     inputs:
@@ -93,14 +100,14 @@ graphs:
     outputs:
     - name: return
       iotype: DIRECTORY
+  - name: infer_pipeline.sentiment
     entrypoint:
       version: v1
-      handler: example.example:translate
+      handler: example.example:sentiment
       runtime: python:3.8
-      codeuri: null
-      image: pircli-build:6063df32-2483-4e2e-beee-944931c72937
+      codeurl: null
+      image: pircli-build:fbb9b1d1-11ed-48a6-a70c-67a1f6c928a5
     framework: null
-  - name: infer_pipeline.sentiment
     config: {}
     inputs:
     - name: model
@@ -120,13 +127,6 @@ graphs:
     outputs:
     - name: return
       iotype: DIRECTORY
-    entrypoint:
-      version: v1
-      handler: example.example:sentiment
-      runtime: python:3.8
-      codeuri: null
-      image: pircli-build:6063df32-2483-4e2e-beee-944931c72937
-    framework: null
   subgraphs: []
   inputs:
   - name: train_dataset

diff --git a/example/package_inproc.yml b/example/package_inproc.yml
@@ -6,7 +6,7 @@ graphs:
       version: v1
       handler: example.example:translate
       runtime: python:3.8
-      codeuri: null
+      codeurl: null
       image: null
     framework: null
     config:
@@ -34,7 +34,7 @@ graphs:
       version: v1
       handler: example.example:sentiment
       runtime: python:3.8
-      codeuri: null
+      codeurl: null
       image: null
     framework: null
     config: {}
@@ -79,7 +79,7 @@ graphs:
       version: v1
       handler: example.example:clean
       runtime: python:3.8
-      codeuri: null
+      codeurl: null
       image: null
     framework: null
     config: {}
@@ -99,7 +99,7 @@ graphs:
       version: v1
       handler: example.example:train
       runtime: python:3.8
-      codeuri: null
+      codeurl: null
       image: null
     framework:
       name: adaptdl
@@ -123,7 +123,7 @@ graphs:
       version: v1
       handler: example.example:evaluate
       runtime: python:3.8
-      codeuri: null
+      codeurl: null
       image: null
     framework: null
     config: {}