wiprelease/2.4.0

1 files changed, 78 insertions, 0 deletions

diff --git a/recommend/app.py b/recommend/app.py
new file mode 100644
index 0000000..11162da
--- /dev/null
+++ b/recommend/app.py
@@ -0,0 +1,78 @@
+#!/usr/bin/python3
+import csv
+import functools
+
+from flask import (
+    Flask,
+    render_template,
+    send_from_directory,
+    jsonify
+)
+
+app = Flask(__name__)
+
+# decision tree
+class Node(object):
+    def __init__(self, name="", count=0):
+        self.children = []
+        self.name = name
+        self.count = count
+
+    def child(self, name, count):
+        c = Node(name, count)
+        self.children.append(c)
+        return c
+
+    def get(self, name):
+        return [c for c in self.children if c.name == name][0]
+
+    def traverse(self, path):
+        cur = self
+        for child in path:
+            cur = cur.get(child)
+        return cur
+
+    def predict(self, *path):
+        par = self.traverse(list(path))
+        return [{
+            "name": p.name,
+            "probability": p.count/par.count
+        } for p in par.children]
+
+tree = Node()
+
+def load():
+    def deeper(depth=1, parent=tree, max=8):
+        for depth in range(max):
+            with open("data/" + str(depth + 2) + ".csv") as f:
+                fr = csv.reader(f, delimiter=",", quotechar="\"")
+                for row in fr:
+                    path = row[:-2]
+                    name = row[-2]
+                    c = int(row[-1])
+                    parn = parent.traverse(path)
+                    parn.child(name, c)
+
+    deeper()
+    tree.count += sum(c.count for c in tree.children)
+
+@app.route("/")
+def index():
+    return render_template("index.html")
+
+@app.route("/assets/<path:path>")
+def assets(path):
+    return send_from_directory("assets", path)
+
+@app.route("/api/builds")
+@app.route("/api/builds/<path:path>")
+def api(path=None):
+    if path == None:
+        els = []
+    else:
+        els = path.split("/")
+    return jsonify(tree.predict(*els))
+
+if __name__ == "__main__":
+    load()
+    app.run(debug=True)