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ycai
simbricks
Commits
8f67770c
"...internvl2_pytorch.git" did not exist on "1d5a34cfbbacb2f703987a56d243662c3f8e5cd0"
Commit
8f67770c
authored
Aug 24, 2021
by
Antoine Kaufmann
Browse files
experiments: add graphlib from python 3.9 to repo
parent
98411063
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experiments/simbricks/utils/graphlib.py
experiments/simbricks/utils/graphlib.py
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experiments/simbricks/utils/graphlib.py
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8f67770c
# From cpython repo (introduced upstream in python 3.9)
# Python Software Foundation License Version 2.
__all__
=
[
"TopologicalSorter"
,
"CycleError"
]
_NODE_OUT
=
-
1
_NODE_DONE
=
-
2
class
_NodeInfo
:
__slots__
=
"node"
,
"npredecessors"
,
"successors"
def
__init__
(
self
,
node
):
# The node this class is augmenting.
self
.
node
=
node
# Number of predecessors, generally >= 0. When this value falls to 0,
# and is returned by get_ready(), this is set to _NODE_OUT and when the
# node is marked done by a call to done(), set to _NODE_DONE.
self
.
npredecessors
=
0
# List of successor nodes. The list can contain duplicated elements as
# long as they're all reflected in the successor's npredecessors attribute).
self
.
successors
=
[]
class
CycleError
(
ValueError
):
"""Subclass of ValueError raised by TopologicalSorter.prepare if cycles
exist in the working graph.
If multiple cycles exist, only one undefined choice among them will be reported
and included in the exception. The detected cycle can be accessed via the second
element in the *args* attribute of the exception instance and consists in a list
of nodes, such that each node is, in the graph, an immediate predecessor of the
next node in the list. In the reported list, the first and the last node will be
the same, to make it clear that it is cyclic.
"""
pass
class
TopologicalSorter
:
"""Provides functionality to topologically sort a graph of hashable nodes"""
def
__init__
(
self
,
graph
=
None
):
self
.
_node2info
=
{}
self
.
_ready_nodes
=
None
self
.
_npassedout
=
0
self
.
_nfinished
=
0
if
graph
is
not
None
:
for
node
,
predecessors
in
graph
.
items
():
self
.
add
(
node
,
*
predecessors
)
def
_get_nodeinfo
(
self
,
node
):
result
=
self
.
_node2info
.
get
(
node
)
if
result
is
None
:
self
.
_node2info
[
node
]
=
result
=
_NodeInfo
(
node
)
return
result
def
add
(
self
,
node
,
*
predecessors
):
"""Add a new node and its predecessors to the graph.
Both the *node* and all elements in *predecessors* must be hashable.
If called multiple times with the same node argument, the set of dependencies
will be the union of all dependencies passed in.
It is possible to add a node with no dependencies (*predecessors* is not provided)
as well as provide a dependency twice. If a node that has not been provided before
is included among *predecessors* it will be automatically added to the graph with
no predecessors of its own.
Raises ValueError if called after "prepare".
"""
if
self
.
_ready_nodes
is
not
None
:
raise
ValueError
(
"Nodes cannot be added after a call to prepare()"
)
# Create the node -> predecessor edges
nodeinfo
=
self
.
_get_nodeinfo
(
node
)
nodeinfo
.
npredecessors
+=
len
(
predecessors
)
# Create the predecessor -> node edges
for
pred
in
predecessors
:
pred_info
=
self
.
_get_nodeinfo
(
pred
)
pred_info
.
successors
.
append
(
node
)
def
prepare
(
self
):
"""Mark the graph as finished and check for cycles in the graph.
If any cycle is detected, "CycleError" will be raised, but "get_ready" can
still be used to obtain as many nodes as possible until cycles block more
progress. After a call to this function, the graph cannot be modified and
therefore no more nodes can be added using "add".
"""
if
self
.
_ready_nodes
is
not
None
:
raise
ValueError
(
"cannot prepare() more than once"
)
self
.
_ready_nodes
=
[
i
.
node
for
i
in
self
.
_node2info
.
values
()
if
i
.
npredecessors
==
0
]
# ready_nodes is set before we look for cycles on purpose:
# if the user wants to catch the CycleError, that's fine,
# they can continue using the instance to grab as many
# nodes as possible before cycles block more progress
cycle
=
self
.
_find_cycle
()
if
cycle
:
raise
CycleError
(
f
"nodes are in a cycle"
,
cycle
)
def
get_ready
(
self
):
"""Return a tuple of all the nodes that are ready.
Initially it returns all nodes with no predecessors; once those are marked
as processed by calling "done", further calls will return all new nodes that
have all their predecessors already processed. Once no more progress can be made,
empty tuples are returned.
Raises ValueError if called without calling "prepare" previously.
"""
if
self
.
_ready_nodes
is
None
:
raise
ValueError
(
"prepare() must be called first"
)
# Get the nodes that are ready and mark them
result
=
tuple
(
self
.
_ready_nodes
)
n2i
=
self
.
_node2info
for
node
in
result
:
n2i
[
node
].
npredecessors
=
_NODE_OUT
# Clean the list of nodes that are ready and update
# the counter of nodes that we have returned.
self
.
_ready_nodes
.
clear
()
self
.
_npassedout
+=
len
(
result
)
return
result
def
is_active
(
self
):
"""Return ``True`` if more progress can be made and ``False`` otherwise.
Progress can be made if cycles do not block the resolution and either there
are still nodes ready that haven't yet been returned by "get_ready" or the
number of nodes marked "done" is less than the number that have been returned
by "get_ready".
Raises ValueError if called without calling "prepare" previously.
"""
if
self
.
_ready_nodes
is
None
:
raise
ValueError
(
"prepare() must be called first"
)
return
self
.
_nfinished
<
self
.
_npassedout
or
bool
(
self
.
_ready_nodes
)
def
__bool__
(
self
):
return
self
.
is_active
()
def
done
(
self
,
*
nodes
):
"""Marks a set of nodes returned by "get_ready" as processed.
This method unblocks any successor of each node in *nodes* for being returned
in the future by a call to "get_ready".
Raises :exec:`ValueError` if any node in *nodes* has already been marked as
processed by a previous call to this method, if a node was not added to the
graph by using "add" or if called without calling "prepare" previously or if
node has not yet been returned by "get_ready".
"""
if
self
.
_ready_nodes
is
None
:
raise
ValueError
(
"prepare() must be called first"
)
n2i
=
self
.
_node2info
for
node
in
nodes
:
# Check if we know about this node (it was added previously using add()
nodeinfo
=
n2i
.
get
(
node
)
if
nodeinfo
is
None
:
raise
ValueError
(
f
"node
{
node
!
r
}
was not added using add()"
)
# If the node has not being returned (marked as ready) previously, inform the user.
stat
=
nodeinfo
.
npredecessors
if
stat
!=
_NODE_OUT
:
if
stat
>=
0
:
raise
ValueError
(
f
"node
{
node
!
r
}
was not passed out (still not ready)"
)
elif
stat
==
_NODE_DONE
:
raise
ValueError
(
f
"node
{
node
!
r
}
was already marked done"
)
else
:
assert
False
,
f
"node
{
node
!
r
}
: unknown status
{
stat
}
"
# Mark the node as processed
nodeinfo
.
npredecessors
=
_NODE_DONE
# Go to all the successors and reduce the number of predecessors, collecting all the ones
# that are ready to be returned in the next get_ready() call.
for
successor
in
nodeinfo
.
successors
:
successor_info
=
n2i
[
successor
]
successor_info
.
npredecessors
-=
1
if
successor_info
.
npredecessors
==
0
:
self
.
_ready_nodes
.
append
(
successor
)
self
.
_nfinished
+=
1
def
_find_cycle
(
self
):
n2i
=
self
.
_node2info
stack
=
[]
itstack
=
[]
seen
=
set
()
node2stacki
=
{}
for
node
in
n2i
:
if
node
in
seen
:
continue
while
True
:
if
node
in
seen
:
# If we have seen already the node and is in the
# current stack we have found a cycle.
if
node
in
node2stacki
:
return
stack
[
node2stacki
[
node
]
:]
+
[
node
]
# else go on to get next successor
else
:
seen
.
add
(
node
)
itstack
.
append
(
iter
(
n2i
[
node
].
successors
).
__next__
)
node2stacki
[
node
]
=
len
(
stack
)
stack
.
append
(
node
)
# Backtrack to the topmost stack entry with
# at least another successor.
while
stack
:
try
:
node
=
itstack
[
-
1
]()
break
except
StopIteration
:
del
node2stacki
[
stack
.
pop
()]
itstack
.
pop
()
else
:
break
return
None
def
static_order
(
self
):
"""Returns an iterable of nodes in a topological order.
The particular order that is returned may depend on the specific
order in which the items were inserted in the graph.
Using this method does not require to call "prepare" or "done". If any
cycle is detected, :exc:`CycleError` will be raised.
"""
self
.
prepare
()
while
self
.
is_active
():
node_group
=
self
.
get_ready
()
yield
from
node_group
self
.
done
(
*
node_group
)
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