-
-
Notifications
You must be signed in to change notification settings - Fork 31.8k
/
Copy pathgraph.py
278 lines (226 loc) · 8.51 KB
/
graph.py
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
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
"""Introspection utils for tasks call graphs."""
import dataclasses
import sys
import types
from . import events
from . import futures
from . import tasks
__all__ = (
'capture_call_graph',
'format_call_graph',
'print_call_graph',
'FrameCallGraphEntry',
'FutureCallGraph',
)
if False: # for type checkers
from typing import TextIO
# Sadly, we can't re-use the traceback module's datastructures as those
# are tailored for error reporting, whereas we need to represent an
# async call graph.
#
# Going with pretty verbose names as we'd like to export them to the
# top level asyncio namespace, and want to avoid future name clashes.
@dataclasses.dataclass(frozen=True, slots=True)
class FrameCallGraphEntry:
frame: types.FrameType
@dataclasses.dataclass(frozen=True, slots=True)
class FutureCallGraph:
future: futures.Future
call_stack: tuple["FrameCallGraphEntry", ...]
awaited_by: tuple["FutureCallGraph", ...]
def _build_graph_for_future(
future: futures.Future,
*,
limit: int | None = None,
) -> FutureCallGraph:
if not isinstance(future, futures.Future):
raise TypeError(
f"{future!r} object does not appear to be compatible "
f"with asyncio.Future"
)
coro = None
if get_coro := getattr(future, 'get_coro', None):
coro = get_coro() if limit != 0 else None
st: list[FrameCallGraphEntry] = []
awaited_by: list[FutureCallGraph] = []
while coro is not None:
if hasattr(coro, 'cr_await'):
# A native coroutine or duck-type compatible iterator
st.append(FrameCallGraphEntry(coro.cr_frame))
coro = coro.cr_await
elif hasattr(coro, 'ag_await'):
# A native async generator or duck-type compatible iterator
st.append(FrameCallGraphEntry(coro.cr_frame))
coro = coro.ag_await
else:
break
if future._asyncio_awaited_by:
for parent in future._asyncio_awaited_by:
awaited_by.append(_build_graph_for_future(parent, limit=limit))
if limit is not None:
if limit > 0:
st = st[:limit]
elif limit < 0:
st = st[limit:]
st.reverse()
return FutureCallGraph(future, tuple(st), tuple(awaited_by))
def capture_call_graph(
future: futures.Future | None = None,
/,
*,
depth: int = 1,
limit: int | None = None,
) -> FutureCallGraph | None:
"""Capture the async call graph for the current task or the provided Future.
The graph is represented with three data structures:
* FutureCallGraph(future, call_stack, awaited_by)
Where 'future' is an instance of asyncio.Future or asyncio.Task.
'call_stack' is a tuple of FrameGraphEntry objects.
'awaited_by' is a tuple of FutureCallGraph objects.
* FrameCallGraphEntry(frame)
Where 'frame' is a frame object of a regular Python function
in the call stack.
Receives an optional 'future' argument. If not passed,
the current task will be used. If there's no current task, the function
returns None.
If "capture_call_graph()" is introspecting *the current task*, the
optional keyword-only 'depth' argument can be used to skip the specified
number of frames from top of the stack.
If the optional keyword-only 'limit' argument is provided, each call stack
in the resulting graph is truncated to include at most ``abs(limit)``
entries. If 'limit' is positive, the entries left are the closest to
the invocation point. If 'limit' is negative, the topmost entries are
left. If 'limit' is omitted or None, all entries are present.
If 'limit' is 0, the call stack is not captured at all, only
"awaited by" information is present.
"""
loop = events._get_running_loop()
if future is not None:
# Check if we're in a context of a running event loop;
# if yes - check if the passed future is the currently
# running task or not.
if loop is None or future is not tasks.current_task(loop=loop):
return _build_graph_for_future(future, limit=limit)
# else: future is the current task, move on.
else:
if loop is None:
raise RuntimeError(
'capture_call_graph() is called outside of a running '
'event loop and no *future* to introspect was provided')
future = tasks.current_task(loop=loop)
if future is None:
# This isn't a generic call stack introspection utility. If we
# can't determine the current task and none was provided, we
# just return.
return None
if not isinstance(future, futures.Future):
raise TypeError(
f"{future!r} object does not appear to be compatible "
f"with asyncio.Future"
)
call_stack: list[FrameCallGraphEntry] = []
f = sys._getframe(depth) if limit != 0 else None
try:
while f is not None:
is_async = f.f_generator is not None
call_stack.append(FrameCallGraphEntry(f))
if is_async:
if f.f_back is not None and f.f_back.f_generator is None:
# We've reached the bottom of the coroutine stack, which
# must be the Task that runs it.
break
f = f.f_back
finally:
del f
awaited_by = []
if future._asyncio_awaited_by:
for parent in future._asyncio_awaited_by:
awaited_by.append(_build_graph_for_future(parent, limit=limit))
if limit is not None:
limit *= -1
if limit > 0:
call_stack = call_stack[:limit]
elif limit < 0:
call_stack = call_stack[limit:]
return FutureCallGraph(future, tuple(call_stack), tuple(awaited_by))
def format_call_graph(
future: futures.Future | None = None,
/,
*,
depth: int = 1,
limit: int | None = None,
) -> str:
"""Return the async call graph as a string for `future`.
If `future` is not provided, format the call graph for the current task.
"""
def render_level(st: FutureCallGraph, buf: list[str], level: int) -> None:
def add_line(line: str) -> None:
buf.append(level * ' ' + line)
if isinstance(st.future, tasks.Task):
add_line(
f'* Task(name={st.future.get_name()!r}, id={id(st.future):#x})'
)
else:
add_line(
f'* Future(id={id(st.future):#x})'
)
if st.call_stack:
add_line(
f' + Call stack:'
)
for ste in st.call_stack:
f = ste.frame
if f.f_generator is None:
f = ste.frame
add_line(
f' | File {f.f_code.co_filename!r},'
f' line {f.f_lineno}, in'
f' {f.f_code.co_qualname}()'
)
else:
c = f.f_generator
try:
f = c.cr_frame
code = c.cr_code
tag = 'async'
except AttributeError:
try:
f = c.ag_frame
code = c.ag_code
tag = 'async generator'
except AttributeError:
f = c.gi_frame
code = c.gi_code
tag = 'generator'
add_line(
f' | File {f.f_code.co_filename!r},'
f' line {f.f_lineno}, in'
f' {tag} {code.co_qualname}()'
)
if st.awaited_by:
add_line(
f' + Awaited by:'
)
for fut in st.awaited_by:
render_level(fut, buf, level + 1)
graph = capture_call_graph(future, depth=depth + 1, limit=limit)
if graph is None:
return ""
buf: list[str] = []
try:
render_level(graph, buf, 0)
finally:
# 'graph' has references to frames so we should
# make sure it's GC'ed as soon as we don't need it.
del graph
return '\n'.join(buf)
def print_call_graph(
future: futures.Future | None = None,
/,
*,
file: TextIO | None = None,
depth: int = 1,
limit: int | None = None,
) -> None:
"""Print the async call graph for the current task or the provided Future."""
print(format_call_graph(future, depth=depth, limit=limit), file=file)