-
Notifications
You must be signed in to change notification settings - Fork 3
Expand file tree
/
Copy pathdag.go
More file actions
178 lines (168 loc) · 4.22 KB
/
Copy pathdag.go
File metadata and controls
178 lines (168 loc) · 4.22 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
package iapetus
import (
"fmt"
"sync"
)
// TaskNode wraps a Task and tracks dependencies and dependents.
type TaskNode struct {
Name string
Task *Task
Deps []string
Depends []string
}
// DAG represents a thread-safe directed acyclic graph of tasks.
type DAG struct {
nodes map[string]*TaskNode
edges map[string][]string
mu sync.RWMutex
}
// NewDag creates a new, empty DAG.
func NewDag() *DAG {
return &DAG{
nodes: make(map[string]*TaskNode),
edges: make(map[string][]string),
}
}
// AddTask adds a task to the DAG. Allows adding in any order. No missing dependency check here.
func (d *DAG) AddTask(task *Task) error {
if task == nil {
return fmt.Errorf("task is nil")
}
if task.Name == "" {
return fmt.Errorf("task must have a name")
}
d.mu.Lock()
defer d.mu.Unlock()
if _, exists := d.nodes[task.Name]; exists {
return fmt.Errorf("task with name %s already exists", task.Name)
}
d.nodes[task.Name] = &TaskNode{
Name: task.Name,
Task: task,
Deps: append([]string{}, task.Depends...),
Depends: append([]string{}, task.Depends...),
}
if _, exists := d.edges[task.Name]; !exists {
d.edges[task.Name] = []string{}
}
for _, dep := range task.Depends {
if _, exists := d.edges[dep]; !exists {
d.edges[dep] = []string{}
}
d.edges[dep] = append(d.edges[dep], task.Name)
if node, exists := d.nodes[dep]; exists {
node.Depends = append(node.Depends, task.Name)
}
}
return nil
}
// Validate checks for cycles and missing dependencies in the DAG.
func (d *DAG) Validate() error {
d.mu.RLock()
defer d.mu.RUnlock()
// Check for missing dependencies
for _, node := range d.nodes {
for _, dep := range node.Deps {
if _, exists := d.nodes[dep]; !exists {
return fmt.Errorf("dependency %s for task %s does not exist", dep, node.Name)
}
}
}
// Check for cycles
visited := make(map[string]bool)
recStack := make(map[string]bool)
for node := range d.nodes {
if !visited[node] {
if err := d.detectCycle(node, visited, recStack); err != nil {
return err
}
}
}
return nil
}
// detectCycle uses DFS to detect cycles in the DAG.
func (d *DAG) detectCycle(node string, visited, recStack map[string]bool) error {
if _, exists := d.nodes[node]; !exists {
return nil
}
if recStack[node] {
return fmt.Errorf("cycle detected involving task: %s", node)
}
if visited[node] {
return nil
}
visited[node] = true
recStack[node] = true
for _, neighbor := range d.nodes[node].Deps {
if err := d.detectCycle(neighbor, visited, recStack); err != nil {
return err
}
}
recStack[node] = false
return nil
}
// GetTopologicalOrder returns tasks in topological order using Kahn's algorithm.
func (d *DAG) GetTopologicalOrder() ([]*Task, error) {
d.mu.RLock()
defer d.mu.RUnlock()
// Check for missing dependencies
for _, node := range d.nodes {
for _, dep := range node.Deps {
if _, exists := d.nodes[dep]; !exists {
return nil, fmt.Errorf("dependency %s for task %s does not exist", dep, node.Name)
}
}
}
// Kahn's algorithm
inDegree := make(map[string]int)
for name := range d.nodes {
inDegree[name] = 0
}
for _, node := range d.nodes {
for range node.Deps {
inDegree[node.Name]++
}
}
queue := make([]string, 0)
for name, deg := range inDegree {
if deg == 0 {
queue = append(queue, name)
}
}
order := make([]*Task, 0, len(d.nodes))
for len(queue) > 0 {
curr := queue[0]
queue = queue[1:]
order = append(order, d.nodes[curr].Task)
for _, dependent := range d.edges[curr] {
inDegree[dependent]--
if inDegree[dependent] == 0 {
queue = append(queue, dependent)
}
}
}
if len(order) != len(d.nodes) {
return order, fmt.Errorf("cycle detected in DAG")
}
return order, nil
}
// GetDependencies returns all dependencies for a task.
func (d *DAG) GetDependencies(taskName string) ([]string, bool) {
d.mu.RLock()
defer d.mu.RUnlock()
node, exists := d.nodes[taskName]
if !exists {
return nil, false
}
return append([]string{}, node.Deps...), true
}
// GetDependents returns all tasks that depend on a task.
func (d *DAG) GetDependents(taskName string) ([]string, bool) {
d.mu.RLock()
defer d.mu.RUnlock()
node, exists := d.nodes[taskName]
if !exists {
return nil, false
}
return append([]string{}, node.Depends...), true
}