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@ -6,53 +6,71 @@ app.template_folder = "frontend/" |
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app.static_folder = "frontend/assets/" |
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app.static_folder = "frontend/assets/" |
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class Graph(object): |
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graph = { |
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nodes = set() # set of strings |
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"A": {"B":10}, |
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edges = dict() # (string,string) -> float |
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"B": {"E":10, "D":10, "C":10, "A":10}, |
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"C": {"B":10, "D":10}, |
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"D": {"B":10, "C":10}, |
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"E": {"B":10} |
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} |
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def bellmann_ford(graph, node_a, node_b): |
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def bellmann_ford(graph, node_a, node_b): |
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"""Calculate distance from node_a to node_b assuming no negative cycles.""" |
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"""Calculate distance from node_a to node_b assuming no negative cycles.""" |
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# weights |
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# weights |
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from_a_to = {**[(node, np.inf) for node in graph.nodes]} |
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from_a_to = {node: np.inf for node in graph} |
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from_a_to[node_a] = 0 |
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from_a_to[node_a] = 0 |
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# save path so we dont have to backtrace later |
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# save path so we dont have to backtrace later |
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path_from_a_to = {**[(node, []) for node in graph.nodes]} |
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path_from_a_to = {node: [] for node in graph} |
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path_from_a_to[node_a] = [node_a] |
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path_from_a_to[node_a] = [node_a] |
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for i in range(len(graph.nodes)-1): |
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for i in range(len(graph.keys())-1): |
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for e in graph.edges: |
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for s,e in [(s,e) for s in graph for e in graph[s]]: |
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# because edges are not directed |
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if from_a_to[s] + graph[s][e] < from_a_to[e]: |
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for (x,y) in [e,e[::-1]]: |
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path_from_a_to[e] = path_from_a_to[s] + [e] |
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if from_a_to[x] + graph.edges[(x,y)] < from_a_to[y]: |
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from_a_to[e] = from_a_to[s] + graph[s][e] |
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path_from_a_to[y] = path_from_a_to + [y] |
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from_a_to[y] = from_a_to[x] + graph.edges[(x,y)] |
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return path_from_a_to[node_b] |
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return path_from_a_to[node_b] |
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graph = Graph() |
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def error(message): |
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def error(message): |
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return jsonify({"error": message}) |
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return jsonify({"error": message}) |
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def edges_to_json(edges): |
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def edges_to_json(graph): |
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return_list = [] |
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return_list = [] |
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for e in edges: |
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done = [] |
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return_list.append({"start":e[0],"end":e[1],"weight":edges[e]}) |
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for s in graph: |
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for e in graph[s]: |
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if (e,s) not in done: |
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return_list.append({"start":s,"end":e,"weight":graph[s][e]}) |
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done.append((s,e)) |
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return return_list |
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return return_list |
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@app.route('/api/paths/<start>/<end>', methods=['GET']) |
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def get_path(start, end): |
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if start == end: |
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return error("Start and end node must be different."), 400 |
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if start not in graph: |
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return error("Start node does not exist."), 400 |
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if end not in graph: |
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return error("End node does not exist."), 400 |
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path = bellmann_ford(graph, start, end) |
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if len(path) == 0: |
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return error("There exists no path."), 400 |
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return jsonify({'path': path}) |
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@app.route('/api/nodes', methods=['GET']) |
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@app.route('/api/nodes', methods=['GET']) |
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def get_nodes(): |
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def get_nodes(): |
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return jsonify({'nodes': graph.nodes}) |
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return jsonify({'nodes': graph.keys()}) |
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@app.route('/api/edges', methods=['GET']) |
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@app.route('/api/edges', methods=['GET']) |
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def get_edges(): |
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def get_edges(): |
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return jsonify({'edges': edges_to_json(graph.edges)}) |
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return jsonify({'edges': edges_to_json(graph)}) |
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@app.route('/api/nodes', methods=['POST']) |
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@app.route('/api/nodes', methods=['POST']) |
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@ -65,10 +83,10 @@ def create_node(): |
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name = request.json['name'] |
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name = request.json['name'] |
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if name == "": |
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if name == "": |
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return error("Name cannot be empty."), 400 |
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return error("Name cannot be empty."), 400 |
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if name in graph.nodes: |
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if name in graph: |
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return error(f'Node with name "{name}" already exist.'), 400 |
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return error(f'Node with name "{name}" already exist.'), 400 |
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graph.nodes.add(name) |
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graph[name] = {} |
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return jsonify(name), 201 |
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return jsonify(name), 201 |
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@ -94,22 +112,23 @@ def create_edge(): |
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return error("Weight must be positive."), 400 |
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return error("Weight must be positive."), 400 |
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if start == end: |
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if start == end: |
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return error("Start and end node must be different."), 400 |
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return error("Start and end node must be different."), 400 |
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if start not in graph.nodes: |
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if start not in graph: |
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return error("Start node does not exist."), 400 |
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return error("Start node does not exist."), 400 |
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if end not in graph.nodes: |
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if end not in graph: |
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return error("End node does not exist."), 400 |
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return error("End node does not exist."), 400 |
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if (start,end) in graph.edges or (end,start) in graph.edges: |
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if start in graph and end in graph[start]: |
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return error("Edge already exists."), 400 |
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return error("Edge already exists."), 400 |
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edge = {"start":start,"end":end, "weight": weight} |
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edge = {"start":start,"end":end, "weight": weight} |
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graph.edges[(start,end)] = weight |
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graph[start][end] = weight |
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graph[end][start] = weight |
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return jsonify(edge), 201 |
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return jsonify(edge), 201 |
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@app.route("/") |
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@app.route("/") |
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def index(): |
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def index(): |
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return render_template("index.html", nodes=graph.nodes, edges=edges_to_json(graph.edges)) |
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return render_template("index.html", nodes=list(graph.keys()), edges=edges_to_json(graph)) |
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if __name__ == '__main__': |
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if __name__ == '__main__': |
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