realpython · monicabgs · Aug 26, 2020 · Aug 26, 2020 · Aug 26, 2020 · Aug 26, 2020
diff --git a/.dvc/.gitignore b/.dvc/.gitignore
@@ -0,0 +1,3 @@
+/config.local
+/tmp
+/cache
diff --git a/.dvc/config b/.dvc/config
@@ -0,0 +1,6 @@
+[core]
+    analytics = false
+    remote = remote_storage
+['remote "remote_storage"']
+    url = /home/ubuntu/remote_storage
+
diff --git a/.dvc/plots/confusion.json b/.dvc/plots/confusion.json
@@ -0,0 +1,30 @@
+{
+    "$schema": "https://vega.github.io/schema/vega-lite/v4.json",
+    "data": {
+        "values": "<DVC_METRIC_DATA>"
+    },
+    "title": "<DVC_METRIC_TITLE>",
+    "mark": "rect",
+    "encoding": {
+        "x": {
+            "field": "<DVC_METRIC_X>",
+            "type": "nominal",
+            "sort": "ascending",
+            "title": "<DVC_METRIC_X_LABEL>"
+        },
+        "y": {
+            "field": "<DVC_METRIC_Y>",
+            "type": "nominal",
+            "sort": "ascending",
+            "title": "<DVC_METRIC_Y_LABEL>"
+        },
+        "color": {
+            "aggregate": "count",
+            "type": "quantitative"
+        },
+        "facet": {
+            "field": "rev",
+            "type": "nominal"
+        }
+    }
+}
diff --git a/.dvc/plots/default.json b/.dvc/plots/default.json
@@ -0,0 +1,29 @@
+{
+    "$schema": "https://vega.github.io/schema/vega-lite/v4.json",
+    "data": {
+        "values": "<DVC_METRIC_DATA>"
+    },
+    "title": "<DVC_METRIC_TITLE>",
+    "mark": {
+        "type": "line"
+    },
+    "encoding": {
+        "x": {
+            "field": "<DVC_METRIC_X>",
+            "type": "quantitative",
+            "title": "<DVC_METRIC_X_LABEL>"
+        },
+        "y": {
+            "field": "<DVC_METRIC_Y>",
+            "type": "quantitative",
+            "title": "<DVC_METRIC_Y_LABEL>",
+            "scale": {
+                "zero": false
+            }
+        },
+        "color": {
+            "field": "rev",
+            "type": "nominal"
+        }
+    }
+}
diff --git a/.dvc/plots/scatter.json b/.dvc/plots/scatter.json
@@ -0,0 +1,27 @@
+{
+    "$schema": "https://vega.github.io/schema/vega-lite/v4.json",
+    "data": {
+        "values": "<DVC_METRIC_DATA>"
+    },
+    "title": "<DVC_METRIC_TITLE>",
+    "mark": "point",
+    "encoding": {
+        "x": {
+            "field": "<DVC_METRIC_X>",
+            "type": "quantitative",
+            "title": "<DVC_METRIC_X_LABEL>"
+        },
+        "y": {
+            "field": "<DVC_METRIC_Y>",
+            "type": "quantitative",
+            "title": "<DVC_METRIC_Y_LABEL>",
+            "scale": {
+                "zero": false
+            }
+        },
+        "color": {
+            "field": "rev",
+            "type": "nominal"
+        }
+    }
+}
diff --git a/.dvc/plots/smooth.json b/.dvc/plots/smooth.json
@@ -0,0 +1,39 @@
+{
+    "$schema": "https://vega.github.io/schema/vega-lite/v4.json",
+    "data": {
+        "values": "<DVC_METRIC_DATA>"
+    },
+    "title": "<DVC_METRIC_TITLE>",
+    "mark": {
+        "type": "line"
+    },
+    "encoding": {
+        "x": {
+            "field": "<DVC_METRIC_X>",
+            "type": "quantitative",
+            "title": "<DVC_METRIC_X_LABEL>"
+        },
+        "y": {
+            "field": "<DVC_METRIC_Y>",
+            "type": "quantitative",
+            "title": "<DVC_METRIC_Y_LABEL>",
+            "scale": {
+                "zero": false
+            }
+        },
+        "color": {
+            "field": "rev",
+            "type": "nominal"
+        }
+    },
+    "transform": [
+        {
+            "loess": "<DVC_METRIC_Y>",
+            "on": "<DVC_METRIC_X>",
+            "groupby": [
+                "rev"
+            ],
+            "bandwidth": 0.3
+        }
+    ]
+}
diff --git a/.dvcignore b/.dvcignore
@@ -0,0 +1,3 @@
+# Add patterns of files dvc should ignore, which could improve
+# the performance. Learn more at
+# https://dvc.org/doc/user-guide/dvcignore
diff --git a/data/prepared/.gitignore b/data/prepared/.gitignore
@@ -0,0 +1,2 @@
+/train.csv
+/test.csv
diff --git a/data/prepared/test.csv.dvc b/data/prepared/test.csv.dvc
@@ -0,0 +1,3 @@
+outs:
+- md5: 53222b4ce106f191cd9cb89a6d260a0d
+  path: test.csv
diff --git a/data/prepared/train.csv.dvc b/data/prepared/train.csv.dvc
@@ -0,0 +1,3 @@
+outs:
+- md5: 37cc28b41f53a31c9d4d5c1e41deb02c
+  path: train.csv
diff --git a/data/raw/.gitignore b/data/raw/.gitignore
@@ -0,0 +1,2 @@
+/train
+/val
diff --git a/data/raw/train.dvc b/data/raw/train.dvc
@@ -0,0 +1,3 @@
+outs:
+- md5: b673168a4895bd24aef44f431ecb39a4.dir
+  path: train
diff --git a/data/raw/val.dvc b/data/raw/val.dvc
@@ -0,0 +1,3 @@
+outs:
+- md5: 0ad4dcf197b452735726bf8d8777201d.dir
+  path: val
diff --git a/home/ubuntu/dvc_remote/00/00be95e0119b1f900ef24862e6dafc b/home/ubuntu/dvc_remote/00/00be95e0119b1f900ef24862e6dafc
diff --git a/home/ubuntu/dvc_remote/00/02ed47decb0e7b6585b9ba96b41ee7 b/home/ubuntu/dvc_remote/00/02ed47decb0e7b6585b9ba96b41ee7
diff --git a/home/ubuntu/dvc_remote/00/04b4c4e7eb4cac170ec3ad8ab0cb56 b/home/ubuntu/dvc_remote/00/04b4c4e7eb4cac170ec3ad8ab0cb56
diff --git a/home/ubuntu/dvc_remote/00/1cf56533a54ad9b8b2af6b71c698f0 b/home/ubuntu/dvc_remote/00/1cf56533a54ad9b8b2af6b71c698f0
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diff --git a/home/ubuntu/dvc_remote/00/5310f291f029b8e7e143a075823e72 b/home/ubuntu/dvc_remote/00/5310f291f029b8e7e143a075823e72
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