reorg and add code for second edition
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161
09_dijkstras_algorithm/zig/dijkstras_algorithm.zig
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161
09_dijkstras_algorithm/zig/dijkstras_algorithm.zig
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const std = @import("std");
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const mem = std.mem;
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const heap = std.heap;
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pub fn main() !void {
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var gpa = heap.GeneralPurposeAllocator(.{}){};
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var arena = heap.ArenaAllocator.init(gpa.allocator());
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defer arena.deinit();
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var graph = std.StringHashMap(*std.StringHashMap(f32)).init(arena.allocator());
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var start = std.StringHashMap(f32).init(arena.allocator());
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try start.put("a", 6);
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try start.put("b", 2);
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try graph.put("start", &start);
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var a = std.StringHashMap(f32).init(arena.allocator());
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try a.put("finish", 1);
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try graph.put("a", &a);
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var b = std.StringHashMap(f32).init(arena.allocator());
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try b.put("a", 3);
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try b.put("finish", 5);
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try graph.put("b", &b);
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var fin = std.StringHashMap(f32).init(arena.allocator());
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try graph.put("finish", &fin);
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var result = try dijkstra(arena.allocator(), &graph, "start", "finish");
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std.debug.print("Cost from the start to each node:\n", .{});
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var costs_it = result.costs.iterator();
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while (costs_it.next()) |cost| {
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std.debug.print("{s}: {d} ", .{ cost.key_ptr.*, cost.value_ptr.* });
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}
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std.debug.print("\n", .{});
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std.debug.print("\n", .{});
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std.debug.print("Path from start to finish:\n", .{});
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var path_it = result.path.iterator();
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while (path_it.next()) |parent| {
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std.debug.print("{s} = {?s}\n", .{ parent.key_ptr.*, parent.value_ptr.* });
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}
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}
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/// this struct is needed because coercing an anonymous struct literal to an
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/// error union is not supported by zig yet. Once this is fixed (with the
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/// self-hosted compiler, see https://github.com/ziglang/zig/issues/11443), the
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/// dijkstra function could just return:
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/// ```zig
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/// return {
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/// .costs = costs,
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/// .path = parents,
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/// };
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/// ```
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const dijkstraResult = struct {
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costs: std.StringHashMap(f32),
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path: std.StringHashMap(?[]const u8),
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};
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/// applies the dijkstra algorithm on the provided graph using
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/// the provided start anf finish nodes.
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fn dijkstra(
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allocator: mem.Allocator,
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graph: *std.StringHashMap(*std.StringHashMap(f32)),
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start: []const u8,
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finish: []const u8,
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) !dijkstraResult {
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var costs = std.StringHashMap(f32).init(allocator);
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var parents = std.StringHashMap(?[]const u8).init(allocator);
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try costs.put(finish, std.math.inf_f32);
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try parents.put(finish, null);
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// initialize costs and parents maps for the nodes having start as parent
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var start_graph = graph.get(start);
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if (start_graph) |sg| {
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var it = sg.iterator();
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while (it.next()) |elem| {
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try costs.put(elem.key_ptr.*, elem.value_ptr.*);
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try parents.put(elem.key_ptr.*, start);
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}
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}
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var processed = std.BufSet.init(allocator);
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var n = findCheapestNode(&costs, &processed);
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while (n) |node| : (n = findCheapestNode(&costs, &processed)) {
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var cost = costs.get(node).?;
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var neighbors = graph.get(node);
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if (neighbors) |nbors| {
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var it = nbors.iterator();
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while (it.next()) |neighbor| {
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var new_cost = cost + neighbor.value_ptr.*;
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if (costs.get(neighbor.key_ptr.*).? > new_cost) {
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// update maps if we found a cheaper path
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try costs.put(neighbor.key_ptr.*, new_cost);
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try parents.put(neighbor.key_ptr.*, node);
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}
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}
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}
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try processed.insert(node);
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}
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return dijkstraResult{
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.costs = costs,
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.path = parents,
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};
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}
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/// finds the cheapest node among the not yet processed ones.
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fn findCheapestNode(costs: *std.StringHashMap(f32), processed: *std.BufSet) ?[]const u8 {
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var lowest_cost = std.math.inf_f32;
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var lowest_cost_node: ?[]const u8 = null;
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var it = costs.iterator();
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while (it.next()) |node| {
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if (node.value_ptr.* < lowest_cost and !processed.contains(node.key_ptr.*)) {
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lowest_cost = node.value_ptr.*;
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lowest_cost_node = node.key_ptr.*;
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}
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}
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return lowest_cost_node;
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}
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test "dijkstra" {
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var gpa = heap.GeneralPurposeAllocator(.{}){};
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var arena = heap.ArenaAllocator.init(gpa.allocator());
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defer {
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arena.deinit();
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const leaked = gpa.deinit();
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if (leaked) std.testing.expect(false) catch @panic("TEST FAIL"); //fail test; can't try in defer as defer is executed after we return
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}
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var graph = std.StringHashMap(*std.StringHashMap(f32)).init(arena.allocator());
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var start = std.StringHashMap(f32).init(arena.allocator());
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try start.put("a", 6);
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try start.put("b", 2);
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try graph.put("start", &start);
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var a = std.StringHashMap(f32).init(arena.allocator());
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try a.put("finish", 1);
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try graph.put("a", &a);
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var b = std.StringHashMap(f32).init(arena.allocator());
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try b.put("a", 3);
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try b.put("finish", 5);
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try graph.put("b", &b);
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var fin = std.StringHashMap(f32).init(arena.allocator());
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try graph.put("finish", &fin);
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var result = try dijkstra(arena.allocator(), &graph, "start", "finish");
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try std.testing.expectEqual(result.costs.get("a").?, 5);
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try std.testing.expectEqual(result.costs.get("b").?, 2);
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try std.testing.expectEqual(result.costs.get("finish").?, 6);
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try std.testing.expectEqual(result.path.get("b").?, "start");
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try std.testing.expectEqual(result.path.get("a").?, "b");
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try std.testing.expectEqual(result.path.get("finish").?, "a");
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}
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