File size: 7,685 Bytes
cf6b956
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
179
180
181
182
183
184
185
186
187
#!/usr/bin/env python3
"""Steady-state verification for the SQLite SimPoint release.

For every selected SimPoint window (warmup segment + SimPoint segment, i.e.
exactly the instructions that end up in the released archive) this attributes
100% of the executed instructions to functions of the traced binary, then
checks two things:

  1. the window is dominated by query-execution functions (VDBE engine, B-tree
     descent, cursor movement, record decoding, pager page access);
  2. no instruction in the window belongs to a database-creation, schema-
     initialization, dataset-loading or SQL-compilation function.

Output: per-segment profile files plus excluded_phase_check.tsv and summary.md.
"""
import bisect
import glob
import json
import os
import sys
from collections import defaultdict

W = "/work/simpoint_flow/sqlite"
OUT = f"{W}/validation/steady_state"
SEG_SIZE = 60_000_000

# Functions that only ever run during the phases the user asked to exclude.
EXCLUDED = {
    "database creation / schema DDL": [
        "sqlite3StartTable", "sqlite3EndTable", "sqlite3CreateIndex",
        "sqlite3AddColumn", "sqlite3AddPrimaryKey", "sqlite3CreateView",
        "sqlite3BtreeCreateTable", "sqlite3RootPageMoved",
    ],
    "schema initialization / load": [
        "sqlite3InitOne", "sqlite3InitCallback", "sqlite3ReadSchema",
        "schemaIsValid", "sqlite3AnalysisLoad", "loadStat4", "sqlite3Analyze",
        "analyzeOneTable", "sqlite3LocateTable",
    ],
    "dataset population / writes": [
        "sqlite3BtreeInsert", "sqlite3BtreeDelete", "balance",
        "balance_nonroot", "balance_deeper", "allocateBtreePage",
        "freePage2", "sqlite3PagerWrite", "pager_write",
        "sqlite3PagerCommitPhaseOne", "sqlite3PagerCommitPhaseTwo",
        "insertCell", "fillInCell",
        "clearCell", "dropCell",
    ],
    "SQL compilation (statement preparation)": [
        "sqlite3RunParser", "sqlite3Parser", "sqlite3GetToken", "keywordCode",
        "sqlite3Prepare", "sqlite3LockAndPrepare", "yy_reduce",
        "yy_find_shift_action", "sqlite3WhereBegin", "whereLoopAddBtreeIndex",
        "sqlite3VdbeAddOp3", "resolveExprStep", "sqlite3VdbeMakeReady",
        "sqlite3NestedParse",
    ],
}

# Query-execution functions we positively expect to dominate.
EXPECTED_PREFIXES = (
    "sqlite3VdbeExec", "sqlite3_step", "sqlite3Btree", "btree", "moveTo",
    "getAndInitPage", "getPage", "sqlite3GetVarint", "vdbeRecordCompare",
    "sqlite3VdbeRecordCompare", "sqlite3VdbeSerialGet", "getCellInfo",
    "sqlite3VdbeMemFromBtree", "sqlite3_column", "columnMem",
    "columnMallocFailure", "sqlite3VdbeCursorMoveto", "sqlite3VdbeHalt",
    "allocateCursor", "unixFetch", "sqlite3PagerGet", "sqlite3PagerAcquire",
    "sqlite3VdbeIntValue", "releaseMemArray", "sqlite3VdbeMemRelease",
    "sqlite3BtreeNext", "sqlite3BtreePrevious", "sqlite3VdbeReset",
    "sqlite3_reset", "sqlite3_bind", "sqlite3VdbeMemSetInt64",
    # per-query read-transaction begin/end: query execution state management,
    # not dataset writes (the connection is opened SQLITE_OPEN_READONLY and
    # runs with PRAGMA query_only=ON, so no write path is reachable).
    "sqlite3BtreeBeginTrans", "btreeBeginTrans",
    "sqlite3BtreeCommitPhaseOne", "sqlite3BtreeCommitPhaseTwo",
)


def load_symbols(nm_path):
    syms = []
    for line in open(nm_path):
        parts = line.split(None, 2)
        if len(parts) < 3:
            continue
        addr, typ, name = parts[0], parts[1], parts[2].strip()
        if typ.lower() not in ("t", "w", "i"):
            continue
        try:
            syms.append((int(addr, 16), name))
        except ValueError:
            pass
    syms.sort()
    return [a for a, _ in syms], [n for _, n in syms]


def main():
    os.makedirs(OUT, exist_ok=True)
    addrs, names = load_symbols(f"{W}/sqlite_query.nm")
    pcmap = glob.glob(f"{W}/fingerprint/pcmap.*")[0]
    bbfp = glob.glob(f"{W}/fingerprint/bbfp.[0-9]*[0-9]")[0]

    bb = {}
    with open(pcmap) as f:
        f.readline()
        for line in f:
            fields = line.rstrip("\n").split(",")
            if len(fields) >= 3:
                bb[int(fields[1])] = int(fields[0])

    selected = []
    for line in open(f"{W}/simpoints/selected.txt"):
        s, c = line.split()
        selected.append((int(s), int(c)))
    selected.sort()

    # segment index (0-based) -> {function: instructions}
    want = set()
    for seg, _ in selected:
        want.add(seg)
        want.add(seg - 1)
    per_seg = defaultdict(lambda: defaultdict(int))
    idx = -1
    for line in open(bbfp):
        if not line.startswith("T"):
            continue
        idx += 1
        if idx not in want:
            continue
        acc = per_seg[idx]
        for tok in line[1:].split():
            if not tok.startswith(":"):
                continue
            bb_id, cnt = tok[1:].split(":")
            pc = bb.get(int(bb_id), 0)
            if pc < addrs[0] or pc > addrs[-1] + 0x10000:
                acc["[libc / ld.so / vdso]"] += int(cnt)
            else:
                i = bisect.bisect_right(addrs, pc) - 1
                acc[names[i]] += int(cnt)

    excl_rows = []
    summary = []
    for seg, cluster in selected:
        prof = defaultdict(int)
        for s in (seg - 1, seg):
            for k, v in per_seg[s].items():
                prof[k] += v
        total = sum(prof.values())
        with open(f"{OUT}/function_profile-segment-{seg}.txt", "w") as f:
            f.write(f"# cluster {cluster}, SimPoint segment {seg}\n")
            f.write(f"# released archive = warmup segment {seg-1} + segment {seg}\n")
            f.write(f"# instructions attributed: {total}\n")
            f.write(f"{'share%':>8}  {'instructions':>14}  function\n")
            for name, n in sorted(prof.items(), key=lambda kv: -kv[1]):
                f.write(f"{100.0*n/total:8.4f}  {n:14d}  {name}\n")

        query_share = sum(v for k, v in prof.items()
                          if k.startswith(EXPECTED_PREFIXES))
        for category, fns in EXCLUDED.items():
            hit = sum(prof.get(fn, 0) for fn in fns)
            present = [fn for fn in fns if prof.get(fn, 0) > 0]
            excl_rows.append((seg, cluster, category, hit,
                              ",".join(present) if present else "-"))
        summary.append((seg, cluster, total, query_share,
                        sorted(prof.items(), key=lambda kv: -kv[1])[:6]))

    with open(f"{W}/validation/steady_state/excluded_phase_check.tsv", "w") as f:
        f.write("segment\tcluster\texcluded_phase_category\tinstructions_in_window\tfunctions_seen\n")
        for row in excl_rows:
            f.write("\t".join(str(x) for x in row) + "\n")

    with open(f"{OUT}/summary.md", "w") as f:
        f.write("# Steady-state verification\n\n")
        f.write("Attribution covers 100% of the instructions in each released "
                "archive (warmup segment + SimPoint segment, 120,000,000 "
                "instructions each).\n\n")
        f.write("| segment | cluster | instructions | query-execution share | top functions |\n")
        f.write("|---|---|---|---|---|\n")
        for seg, cluster, total, qs, top in summary:
            tops = ", ".join(f"{n} ({100.0*v/total:.1f}%)" for n, v in top)
            f.write(f"| {seg} | {cluster} | {total} | {100.0*qs/total:.2f}% | {tops} |\n")
        f.write("\nExcluded-phase functions found in any released window: "
                f"{sum(r[3] for r in excl_rows)} instructions.\n")

    print(open(f"{OUT}/summary.md").read())
    print(open(f"{W}/validation/steady_state/excluded_phase_check.tsv").read())


if __name__ == "__main__":
    main()