mirror of
https://github.com/infiniflow/ragflow.git
synced 2026-08-01 21:37:33 +08:00
Port RAPTOR knowledge compilation to match Python: remove Go-only capacity guardrails, fix prompts, add token truncation, response post-processing, retries, replace AHC with watershed.
178 lines
5.3 KiB
Go
178 lines
5.3 KiB
Go
package utility
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import (
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"strings"
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"testing"
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)
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func TestDictify_HeadingsNest(t *testing.T) {
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md := "# Top\n\n## Mid A\n\n## Mid B\n\n### Deep\n"
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got := Dictify(md)
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if len(got) != 1 || got[0].k != "Top" {
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t.Fatalf("top-level = %+v, want single key Top", got)
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}
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mid, ok := got[0].v.(OMap)
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if !ok || len(mid) != 2 {
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t.Fatalf("Top value = %+v, want {Mid A, Mid B}", got[0].v)
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}
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if mid[0].k != "Mid A" || mid[0].v != "" {
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t.Errorf("Mid A = %+v, want empty string value (no children)", mid[0])
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}
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deep, ok := mid[1].v.(OMap)
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if !ok || len(deep) != 1 || deep[0].k != "Deep" {
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t.Errorf("Mid B value = %+v, want {Deep}", mid[1].v)
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}
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}
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func TestDictify_BulletPairsViaTodict(t *testing.T) {
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// "- term\n - def" pairs become {term: def}; the unpaired bullet
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// ("term2") is dropped — faithful to _list_to_kv.
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md := "# T\n\n## S\n- term1\n - def1\n- term2\n"
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got := Todict(Dictify(md))
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if len(got) != 1 || got[0].k != "T" {
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t.Fatalf("dictify = %+v", got)
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}
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s, ok := got[0].v.(OMap)
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if !ok || len(s) != 1 || s[0].k != "S" {
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t.Fatalf("T value = %+v", got[0].v)
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}
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pairs, ok := s[0].v.(OMap)
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if !ok || len(pairs) != 1 || pairs[0].k != "term1" || pairs[0].v != "def1" {
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t.Fatalf("S value = %+v, want {term1: def1} (term2 dropped)", s[0].v)
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}
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}
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func TestDictify_PlainListVanishes(t *testing.T) {
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// Bullets without definition sub-lists collapse to an empty dict
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// (Python _list_to_kv parity).
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md := "# T\n\n- a\n- b\n"
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got := Todict(Dictify(md))
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if len(got) != 1 {
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t.Fatalf("dictify = %+v", got)
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}
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if v, ok := got[0].v.(OMap); !ok || len(v) != 0 {
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t.Fatalf("plain bullets must collapse to empty dict, got %+v", got[0].v)
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}
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}
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func TestDictify_PlainProse(t *testing.T) {
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got := Todict(Dictify("hello world, no headings here"))
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if len(got) != 1 || got[0].k != "root" {
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t.Fatalf("prose dictify = %+v, want single root key", got)
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}
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// The root list has no definition pairs → collapses to empty dict.
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if v, ok := got[0].v.(OMap); !ok || len(v) != 0 {
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t.Fatalf("root value = %+v, want empty dict", got[0].v)
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}
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}
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func TestDictify_JumpedHeadingBecomesText(t *testing.T) {
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// H1 → H3 (no H2): the jumped heading is not treated as a key.
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md := "# H1\n\n### H3\n\ntext\n"
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got := Dictify(md)
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if len(got) != 1 || got[0].k != "H1" {
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t.Fatalf("dictify = %+v", got)
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}
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if got[0].v != "H3\n\ntext" {
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t.Fatalf("H1 value = %q, want jumped heading rendered as text", got[0].v)
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}
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}
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func TestDictify_LeadingContentDropped(t *testing.T) {
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// Content before the first heading at the minimum level is discarded
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// (dictify_list_by parity).
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md := "preamble\n\n# H\n\nbody\n"
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got := Dictify(md)
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if len(got) != 1 || got[0].k != "H" || got[0].v != "body" {
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t.Fatalf("leading content must be dropped: %+v", got)
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}
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}
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func TestDictify_ClosedHeadingStripsTrailingHashes(t *testing.T) {
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// Deviation #1 fix: "## Title ##" must yield "Title" like Python's
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// CommonMark (leading AND trailing '#' runs removed).
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md := "# Root ##\n\n## Title ##\n\nbody\n"
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got := Dictify(md)
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if len(got) != 1 || got[0].k != "Root" {
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t.Fatalf("closed root heading = %+v, want key \"Root\"", got)
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}
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children, ok := got[0].v.(OMap)
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if !ok || len(children) != 1 || children[0].k != "Title" {
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t.Fatalf("closed child heading = %+v, want key \"Title\"", got[0].v)
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}
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}
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func TestMergeDicts_Order(t *testing.T) {
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d1 := OMap{{"A", []any{"x"}}}
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d2 := OMap{{"A", []any{"y"}}, {"B", "b"}}
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got := MergeDicts(d1, d2)
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if len(got) != 2 || got[0].k != "A" || got[1].k != "B" {
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t.Fatalf("merge = %+v", got)
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}
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list, _ := got[0].v.([]any)
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if len(list) != 2 || list[0] != "y" || list[1] != "x" {
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t.Fatalf("list merge = %v, want [y x] (d2 items before d1)", list)
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}
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}
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func TestShapeTree_MultiTopKeys(t *testing.T) {
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merged := OMap{
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{"A", OMap{{"shared", "x"}}},
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{"B", OMap{{"shared", "y"}}},
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}
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root := ShapeTree(merged)
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if root.ID != "root" || len(root.Children) != 2 {
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t.Fatalf("shape = %+v, want root with A,B", root)
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}
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// The second "shared" key must survive (keyset dedups within a subtree
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// walk, and A's subtree consumes "shared" first — Python parity: B's
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// "shared" is dropped because the keyset is shared across children).
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seen := map[string]int{}
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var walk func(n *Node)
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walk = func(n *Node) {
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seen[n.ID]++
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for _, c := range n.Children {
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walk(c)
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}
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}
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walk(root)
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if seen["shared"] != 1 {
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t.Fatalf("shared key count = %d, want 1 (global keyset dedup)", seen["shared"])
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}
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}
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func TestShapeTree_SingleKey(t *testing.T) {
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merged := OMap{{"Only", OMap{{"child", "text"}}}}
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root := ShapeTree(merged)
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if root.ID != "Only" {
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t.Fatalf("single-key root id = %q, want Only", root.ID)
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}
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if len(root.Children) != 1 || root.Children[0].ID != "child" {
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t.Fatalf("root children = %+v", root.Children)
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}
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}
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func TestBeChildren_StringLeaf(t *testing.T) {
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keyset := map[string]bool{}
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out := BeChildren("plain string", keyset)
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if len(out) != 1 || out[0].ID != "plain string" {
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t.Fatalf("string leaf = %+v", out)
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}
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if !keyset["plain string"] {
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t.Fatalf("raw string must enter the keyset")
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}
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}
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func TestStripStars(t *testing.T) {
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if got := StripStars("**Bold** title"); got != "Bold title" {
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t.Fatalf("StripStars = %q", got)
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}
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}
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func TestStripFences(t *testing.T) {
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in := "```json\n{\"a\": 1}\n```\n"
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if got := StripFences(in); strings.Contains(got, "```") {
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t.Fatalf("fences not stripped: %q", got)
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}
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}
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