Re: RFC Re: [PATCH v2] perf jevents: Parse metrics during conversion

From: John Garry
Date: Tue Nov 15 2022 - 12:36:02 EST


On 15/11/2022 17:26, Ian Rogers wrote:
On Thu, Nov 10, 2022 at 10:48 AM Arnaldo Carvalho de Melo
<acme@xxxxxxxxxx> wrote:

Em Fri, Oct 28, 2022 at 10:57:02AM -0700, Ian Rogers escreveu:
On Wed, Oct 12, 2022 at 9:42 AM Ian Rogers <irogers@xxxxxxxxxx> wrote:

Currently the 'MetricExpr' json value is passed from the json
file to the pmu-events.c. This change introduces an expression
tree that is parsed into. The parsing is done largely by using
operator overloading and python's 'eval' function. Two advantages
in doing this are:

1) Broken metrics fail at compile time rather than relying on
`perf test` to detect. `perf test` remains relevant for checking
event encoding and actual metric use.

2) The conversion to a string from the tree can minimize the
metric's string size, for example, preferring 1e6 over 1000000
and removing unnecessary whitespace. On x86 this reduces the
string size by 2,823bytes (0.06%).

In future changes it would be possible to programmatically
generate the json expressions (a single line of text and so a
pain to write manually) for an architecture using the expression
tree. This could avoid copy-pasting metrics for all architecture
variants.

Signed-off-by: Ian Rogers <irogers@xxxxxxxxxx>

Ping, PTAL.

That would be really nice if people working with JSON, metrics, could
take a look at Ian's work and test it with their files, volunteers?

Perhaps John could help?

I'll have a look soon. I have to admit that I have not been tracking the jevents changes as close as before.

Thanks,
John


Thanks,
Ian

- Arnaldo

Thanks,
Ian

v2. Improvements to type information.
---
tools/perf/pmu-events/Build | 2 +-
tools/perf/pmu-events/jevents.py | 11 +-
tools/perf/pmu-events/metric.py | 466 +++++++++++++++++++++++++++
tools/perf/pmu-events/metric_test.py | 143 ++++++++
4 files changed, 618 insertions(+), 4 deletions(-)
create mode 100644 tools/perf/pmu-events/metric.py
create mode 100644 tools/perf/pmu-events/metric_test.py

diff --git a/tools/perf/pmu-events/Build b/tools/perf/pmu-events/Build
index 04ef95174660..15b9e8fdbffa 100644
--- a/tools/perf/pmu-events/Build
+++ b/tools/perf/pmu-events/Build
@@ -21,7 +21,7 @@ $(OUTPUT)pmu-events/pmu-events.c: pmu-events/empty-pmu-events.c
$(call rule_mkdir)
$(Q)$(call echo-cmd,gen)cp $< $@
else
-$(OUTPUT)pmu-events/pmu-events.c: $(JSON) $(JSON_TEST) $(JEVENTS_PY)
+$(OUTPUT)pmu-events/pmu-events.c: $(JSON) $(JSON_TEST) $(JEVENTS_PY) pmu-events/metric.py
$(call rule_mkdir)
$(Q)$(call echo-cmd,gen)$(PYTHON) $(JEVENTS_PY) $(JEVENTS_ARCH) pmu-events/arch $@
endif
diff --git a/tools/perf/pmu-events/jevents.py b/tools/perf/pmu-events/jevents.py
index 0daa3e007528..81bcbd15c962 100755
--- a/tools/perf/pmu-events/jevents.py
+++ b/tools/perf/pmu-events/jevents.py
@@ -4,6 +4,7 @@
import argparse
import csv
import json
+import metric
import os
import sys
from typing import (Callable, Dict, Optional, Sequence, Set, Tuple)
@@ -268,9 +269,9 @@ class JsonEvent:
self.metric_name = jd.get('MetricName')
self.metric_group = jd.get('MetricGroup')
self.metric_constraint = jd.get('MetricConstraint')
- self.metric_expr = jd.get('MetricExpr')
- if self.metric_expr:
- self.metric_expr = self.metric_expr.replace('\\', '\\\\')
+ self.metric_expr = None
+ if 'MetricExpr' in jd:
+ self.metric_expr = metric.ParsePerfJson(jd.get('MetricExpr'))
arch_std = jd.get('ArchStdEvent')
if precise and self.desc and '(Precise Event)' not in self.desc:
extra_desc += ' (Must be precise)' if precise == '2' else (' (Precise '
@@ -322,6 +323,10 @@ class JsonEvent:
s = ''
for attr in _json_event_attributes:
x = getattr(self, attr)
+ if x and attr == 'metric_expr':
+ # Convert parsed metric expressions into a string. Slashes
+ # must be doubled in the file.
+ x = x.ToPerfJson().replace('\\', '\\\\')
s += f'{x}\\000' if x else '\\000'
return s

diff --git a/tools/perf/pmu-events/metric.py b/tools/perf/pmu-events/metric.py
new file mode 100644
index 000000000000..542d13300e80
--- /dev/null
+++ b/tools/perf/pmu-events/metric.py
@@ -0,0 +1,466 @@
+# SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause)
+"""Parse or generate representations of perf metrics."""
+import ast
+import decimal
+import re
+import json
+from typing import (Optional, Set, Union)
+
+class Expression:
+ """Abstract base class of elements in a metric expression."""
+
+ def ToPerfJson(self) -> str:
+ """Returns a perf json file encoded representation."""
+ raise NotImplementedError()
+
+ def ToPython(self) -> str:
+ """Returns a python expr parseable representation."""
+ raise NotImplementedError()
+
+ def Simplify(self):
+ """Returns a simplified version of self."""
+ raise NotImplementedError()
+
+ def Equals(self, other) -> bool:
+ """Returns true when two expressions are the same."""
+ raise NotImplementedError()
+
+ def __str__(self) -> str:
+ return self.ToPerfJson()
+
+ def __or__(self, other: Union[int, float, 'Expression']) -> 'Operator':
+ return Operator('|', self, other)
+
+ def __ror__(self, other: Union[int, float, 'Expression']) -> 'Operator':
+ return Operator('|', other, self)
+
+ def __xor__(self, other: Union[int, float, 'Expression']) -> 'Operator':
+ return Operator('^', self, other)
+
+ def __and__(self, other: Union[int, float, 'Expression']) -> 'Operator':
+ return Operator('&', self, other)
+
+ def __lt__(self, other: Union[int, float, 'Expression']) -> 'Operator':
+ return Operator('<', self, other)
+
+ def __gt__(self, other: Union[int, float, 'Expression']) -> 'Operator':
+ return Operator('>', self, other)
+
+ def __add__(self, other: Union[int, float, 'Expression']) -> 'Operator':
+ return Operator('+', self, other)
+
+ def __radd__(self, other: Union[int, float, 'Expression']) -> 'Operator':
+ return Operator('+', other, self)
+
+ def __sub__(self, other: Union[int, float, 'Expression']) -> 'Operator':
+ return Operator('-', self, other)
+
+ def __rsub__(self, other: Union[int, float, 'Expression']) -> 'Operator':
+ return Operator('-', other, self)
+
+ def __mul__(self, other: Union[int, float, 'Expression']) -> 'Operator':
+ return Operator('*', self, other)
+
+ def __rmul__(self, other: Union[int, float, 'Expression']) -> 'Operator':
+ return Operator('*', other, self)
+
+ def __truediv__(self, other: Union[int, float, 'Expression']) -> 'Operator':
+ return Operator('/', self, other)
+
+ def __rtruediv__(self, other: Union[int, float, 'Expression']) -> 'Operator':
+ return Operator('/', other, self)
+
+ def __mod__(self, other: Union[int, float, 'Expression']) -> 'Operator':
+ return Operator('%', self, other)
+
+
+def _Constify(val: Union[bool, int, float, Expression]) -> Expression:
+ """Used to ensure that the nodes in the expression tree are all Expression."""
+ if isinstance(val, bool):
+ return Constant(1 if val else 0)
+ if isinstance(val, int) or isinstance(val, float):
+ return Constant(val)
+ return val
+
+
+# Simple lookup for operator precedence, used to avoid unnecessary
+# brackets. Precedence matches that of python and the simple expression parser.
+_PRECEDENCE = {
+ '|': 0,
+ '^': 1,
+ '&': 2,
+ '<': 3,
+ '>': 3,
+ '+': 4,
+ '-': 4,
+ '*': 5,
+ '/': 5,
+ '%': 5,
+}
+
+
+class Operator(Expression):
+ """Represents a binary operator in the parse tree."""
+
+ def __init__(self, operator: str, lhs: Union[int, float, Expression],
+ rhs: Union[int, float, Expression]):
+ self.operator = operator
+ self.lhs = _Constify(lhs)
+ self.rhs = _Constify(rhs)
+
+ def Bracket(self,
+ other: Expression,
+ other_str: str,
+ rhs: bool = False) -> str:
+ """Returns whether to bracket ``other``
+
+ ``other`` is the lhs or rhs, ``other_str`` is ``other`` in the
+ appropriate string from. If ``other`` is an operator then a
+ bracket is necessary when this/self operator has higher
+ precedence. Consider: '(a + b) * c', ``other_str`` will be 'a +
+ b'. A bracket is necessary as without the bracket 'a + b * c' will
+ evaluate 'b * c' first. However, '(a * b) + c' doesn't need a
+ bracket as 'a * b' will always be evaluated first. For 'a / (b *
+ c)' (ie the same precedence level operations) then we add the
+ bracket to best match the original input, but not for '(a / b) *
+ c' where the bracket is unnecessary.
+ """
+ if isinstance(other, Operator):
+ if _PRECEDENCE.get(self.operator, -1) > _PRECEDENCE.get(
+ other.operator, -1):
+ return f'({other_str})'
+ if rhs and _PRECEDENCE.get(self.operator, -1) == _PRECEDENCE.get(
+ other.operator, -1):
+ return f'({other_str})'
+ return other_str
+
+ def ToPerfJson(self):
+ return f'{self.Bracket(self.lhs, self.lhs.ToPerfJson())} {self.operator} ' \
+ f'{self.Bracket(self.rhs, self.rhs.ToPerfJson(), True)}'
+
+ def ToPython(self):
+ return f'{self.Bracket(self.lhs, self.lhs.ToPython())} {self.operator} ' \
+ f'{self.Bracket(self.rhs, self.rhs.ToPython(), True)}'
+
+ def Simplify(self) -> Expression:
+ lhs = self.lhs.Simplify()
+ rhs = self.rhs.Simplify()
+ if isinstance(lhs, Constant) and isinstance(rhs, Constant):
+ return Constant(eval(lhs + self.operator + rhs))
+
+ if isinstance(self.lhs, Constant):
+ if (self.operator == '+' or self.operator == '|') and lhs.value == '0':
+ return rhs
+
+ if self.operator == '*' and lhs.value == '0':
+ return Constant(0)
+
+ if self.operator == '*' and lhs.value == '1':
+ return rhs
+
+ if isinstance(rhs, Constant):
+ if (self.operator == '+' or self.operator == '|') and rhs.value == '0':
+ return lhs
+
+ if self.operator == '*' and rhs.value == '0':
+ return Constant(0)
+
+ if self.operator == '*' and self.rhs.value == '1':
+ return lhs
+
+ return Operator(self.operator, lhs, rhs)
+
+ def Equals(self, other: Expression) -> bool:
+ if isinstance(other, Operator):
+ return self.operator == other.operator and self.lhs.Equals(
+ other.lhs) and self.rhs.Equals(other.rhs)
+ return False
+
+class Select(Expression):
+ """Represents a select ternary in the parse tree."""
+
+ def __init__(self, true_val: Union[int, float, Expression],
+ cond: Union[int, float, Expression],
+ false_val: Union[int, float, Expression]):
+ self.true_val = _Constify(true_val)
+ self.cond = _Constify(cond)
+ self.false_val = _Constify(false_val)
+
+ def ToPerfJson(self):
+ true_str = self.true_val.ToPerfJson()
+ cond_str = self.cond.ToPerfJson()
+ false_str = self.false_val.ToPerfJson()
+ return f'({true_str} if {cond_str} else {false_str})'
+
+ def ToPython(self):
+ return f'Select({self.true_val.ToPython()}, {self.cond.ToPython()}, ' \
+ f'{self.false_val.ToPython()})'
+
+ def Simplify(self) -> Expression:
+ cond = self.cond.Simplify()
+ true_val = self.true_val.Simplify()
+ false_val = self.false_val.Simplify()
+ if isinstance(cond, Constant):
+ return false_val if cond.value == '0' else true_val
+
+ if true_val.Equals(false_val):
+ return true_val
+
+ return Select(true_val, cond, false_val)
+
+ def Equals(self, other: Expression) -> bool:
+ if isinstance(other, Select):
+ return self.cond.Equals(other.cond) and self.false_val.Equals(
+ other.false_val) and self.true_val.Equals(other.true_val)
+ return False
+
+class Function(Expression):
+ """A function in an expression like min, max, d_ratio."""
+
+ def __init__(self,
+ fn: str,
+ lhs: Union[int, float, Expression],
+ rhs: Optional[Union[int, float, Expression]] = None):
+ self.fn = fn
+ self.lhs = _Constify(lhs)
+ self.rhs = _Constify(rhs)
+
+ def ToPerfJson(self):
+ if self.rhs:
+ return f'{self.fn}({self.lhs.ToPerfJson()}, {self.rhs.ToPerfJson()})'
+ else:
+ return f'{self.fn}({self.lhs.ToPerfJson()})'
+
+ def ToPython(self):
+ if self.rhs:
+ return f'{self.fn}({self.lhs.ToPython()}, {self.rhs.ToPython()})'
+ else:
+ return f'{self.fn}({self.lhs.ToPython()})'
+
+ def Simplify(self) -> Expression:
+ lhs = self.lhs.Simplify()
+ rhs = self.rhs.Simplify()
+ if isinstance(lhs, Constant) and isinstance(rhs, Constant):
+ if self.fn == 'd_ratio':
+ if rhs.value == '0':
+ return Constant(0)
+ Constant(eval(f'{lhs} / {rhs}'))
+ return Constant(eval(f'{self.fn}({lhs}, {rhs})'))
+
+ return Function(self.fn, lhs, rhs)
+
+ def Equals(self, other: Expression) -> bool:
+ if isinstance(other, Function):
+ return self.fn == other.fn and self.lhs.Equals(
+ other.lhs) and self.rhs.Equals(other.rhs)
+ return False
+
+
+class Event(Expression):
+ """An event in an expression."""
+
+ def __init__(self, name: str, legacy_name: str = ''):
+ self.name = name
+ self.legacy_name = legacy_name
+
+ def ToPerfJson(self):
+ result = re.sub('/', '@', self.name)
+ return result
+
+ def ToPython(self):
+ return f'Event(r"{self.name}")'
+
+ def Simplify(self) -> Expression:
+ return self
+
+ def Equals(self, other: Expression) -> bool:
+ return isinstance(other, Event) and self.name == other.name
+
+class Constant(Expression):
+ """A constant within the expression tree."""
+
+ def __init__(self, value: Union[float, str]):
+ ctx = decimal.Context()
+ ctx.prec = 20
+ dec = ctx.create_decimal(repr(value) if isinstance(value, float) else value)
+ self.value = dec.normalize().to_eng_string()
+ self.value = self.value.replace('+', '')
+ self.value = self.value.replace('E', 'e')
+
+ def ToPerfJson(self):
+ return self.value
+
+ def ToPython(self):
+ return f'Constant({self.value})'
+
+ def Simplify(self) -> Expression:
+ return self
+
+ def Equals(self, other: Expression) -> bool:
+ return isinstance(other, Constant) and self.value == other.value
+
+class Literal(Expression):
+ """A runtime literal within the expression tree."""
+
+ def __init__(self, value: str):
+ self.value = value
+
+ def ToPerfJson(self):
+ return self.value
+
+ def ToPython(self):
+ return f'Literal({self.value})'
+
+ def Simplify(self) -> Expression:
+ return self
+
+ def Equals(self, other: Expression) -> bool:
+ return isinstance(other, Literal) and self.value == other.value
+
+
+def min(lhs: Union[int, float, Expression], rhs: Union[int, float,
+ Expression]) -> Function:
+ return Function('min', lhs, rhs)
+
+
+def max(lhs: Union[int, float, Expression], rhs: Union[int, float,
+ Expression]) -> Function:
+ return Function('max', lhs, rhs)
+
+
+def d_ratio(lhs: Union[int, float, Expression],
+ rhs: Union[int, float, Expression]) -> Function:
+ return Function('d_ratio', lhs, rhs)
+
+
+def source_count(event: Event) -> Function:
+ return Function('source_count', event)
+
+class Metric:
+ """An individual metric that will specifiable on the perf command line."""
+ groups: Set[str]
+ expr: Expression
+ scale_unit: str
+ constraint: bool
+
+ def __init__(self,
+ name: str,
+ description: str,
+ expr: Expression,
+ scale_unit: str,
+ constraint: bool = False):
+ self.name = name
+ self.description = description
+ self.expr = expr.Simplify()
+ # Workraound valid_only_metric hiding certain metrics based on unit.
+ scale_unit = scale_unit.replace('/sec', ' per sec')
+ if scale_unit[0].isdigit():
+ self.scale_unit = scale_unit
+ else:
+ self.scale_unit = f'1{scale_unit}'
+ self.constraint = constraint
+ self.groups = set()
+
+ def __lt__(self, other):
+ """Sort order."""
+ return self.name < other.name
+
+ def AddToMetricGroup(self, group):
+ """Callback used when being added to a MetricGroup."""
+ self.groups.add(group.name)
+
+ def Flatten(self) -> set:
+ """Return a leaf metric."""
+ return set([self])
+
+ def ToPerfJson(self):
+ result = {
+ 'MetricName': self.name,
+ 'MetricGroup': ';'.join(sorted(self.groups)),
+ 'BriefDescription': self.description,
+ 'MetricExpr': self.expr.ToPerfJson(),
+ 'ScaleUnit': self.scale_unit
+ }
+ if self.constraint:
+ result['MetricConstraint'] = 'NO_NMI_WATCHDOG'
+
+ return result
+
+
+class _MetricJsonEncoder(json.JSONEncoder):
+ """Special handling for Metric objects."""
+
+ def default(self, obj):
+ if isinstance(obj, Metric):
+ return obj.ToPerfJson()
+ return json.JSONEncoder.default(self, obj)
+
+
+class MetricGroup:
+ """A group of metrics.
+
+ Metric groups may be specificd on the perf command line, but within
+ the json they aren't encoded. Metrics may be in multiple groups
+ which can facilitate arrangements similar to trees.
+ """
+
+ def __init__(self, name: str, metric_list: list[Union[Metric,
+ 'MetricGroup']]):
+ self.name = name
+ self.metric_list = metric_list
+ for metric in metric_list:
+ metric.AddToMetricGroup(self)
+
+ def AddToMetricGroup(self, group):
+ """Callback used when a MetricGroup is added into another."""
+ for metric in self.metric_list:
+ metric.AddToMetricGroup(group)
+
+ def Flatten(self) -> set:
+ """Returns a set of all leaf metrics."""
+ result = set()
+ for x in self.metric_list:
+ result = result.union(x.Flatten())
+
+ return result
+
+ def ToPerfJson(self) -> str:
+ return json.dumps(sorted(self.Flatten()), indent=2, cls=_MetricJsonEncoder)
+
+ def __str__(self) -> str:
+ return self.ToPerfJson()
+
+
+class _RewriteIfExpToSelect(ast.NodeTransformer):
+
+ def visit_IfExp(self, node):
+ call = ast.Call(
+ func=ast.Name(id='Select', ctx=ast.Load()),
+ args=[node.body, node.test, node.orelse],
+ keywords=[])
+ ast.copy_location(call, node.test)
+ return call
+
+
+def ParsePerfJson(orig: str) -> Expression:
+ """A simple json metric expression decoder.
+
+ Converts a json encoded metric expression by way of python's ast and
+ eval routine. First tokens are mapped to Event calls, then
+ accidentally converted keywords or literals are mapped to their
+ appropriate calls. Python's ast is used to match if-else that can't
+ be handled via operator overloading. Finally the ast is evaluated.
+ """
+ py = orig.strip()
+ py = re.sub(r'([a-zA-Z][^-+/\* \\\(\),]*(?:\\.[^-+/\* \\\(\),]*)*)',
+ r'Event(r"\1")', py)
+ py = re.sub(r'#Event\(r"([^"]*)"\)', r'Literal("#\1")', py)
+ py = re.sub(r'([0-9]+)Event\(r"(e[0-9]+)"\)', r'\1\2', py)
+ keywords = ['if', 'else', 'min', 'max', 'd_ratio', 'source_count']
+ for kw in keywords:
+ py = re.sub(f'Event\(r"{kw}"\)', kw, py)
+
+ parsed = ast.parse(py, mode='eval')
+ _RewriteIfExpToSelect().visit(parsed)
+ parsed = ast.fix_missing_locations(parsed)
+ return _Constify(eval(compile(parsed, orig, 'eval')))
diff --git a/tools/perf/pmu-events/metric_test.py b/tools/perf/pmu-events/metric_test.py
new file mode 100644
index 000000000000..3909ca773ca1
--- /dev/null
+++ b/tools/perf/pmu-events/metric_test.py
@@ -0,0 +1,143 @@
+# SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause)
+import unittest
+from metric import Constant, Event, ParsePerfJson
+
+
+class TestMetricExpressions(unittest.TestCase):
+
+ def test_Operators(self):
+ a = Event('a')
+ b = Event('b')
+ self.assertEqual((a | b).ToPerfJson(), 'a | b')
+ self.assertEqual((a ^ b).ToPerfJson(), 'a ^ b')
+ self.assertEqual((a & b).ToPerfJson(), 'a & b')
+ self.assertEqual((a < b).ToPerfJson(), 'a < b')
+ self.assertEqual((a > b).ToPerfJson(), 'a > b')
+ self.assertEqual((a + b).ToPerfJson(), 'a + b')
+ self.assertEqual((a - b).ToPerfJson(), 'a - b')
+ self.assertEqual((a * b).ToPerfJson(), 'a * b')
+ self.assertEqual((a / b).ToPerfJson(), 'a / b')
+ self.assertEqual((a % b).ToPerfJson(), 'a % b')
+
+ def test_Brackets(self):
+ a = Event('a')
+ b = Event('b')
+ c = Event('c')
+ self.assertEqual((a * b + c).ToPerfJson(), 'a * b + c')
+ self.assertEqual((a + b * c).ToPerfJson(), 'a + b * c')
+ self.assertEqual(((a + a) + a).ToPerfJson(), 'a + a + a')
+ self.assertEqual(((a + b) * c).ToPerfJson(), '(a + b) * c')
+ self.assertEqual((a + (b * c)).ToPerfJson(), 'a + b * c')
+ self.assertEqual(((a / b) * c).ToPerfJson(), 'a / b * c')
+ self.assertEqual((a / (b * c)).ToPerfJson(), 'a / (b * c)')
+
+ def test_ParsePerfJson(self):
+ # Based on an example of a real metric.
+ before = '(a + b + c + d) / (2 * e)'
+ after = before
+ self.assertEqual(ParsePerfJson(before).ToPerfJson(), after)
+
+ # Parsing should handle events with '-' in their name. Note, in
+ # the json file the '\' are doubled to '\\'.
+ before = r'topdown\-fe\-bound / topdown\-slots - 1'
+ after = before
+ self.assertEqual(ParsePerfJson(before).ToPerfJson(), after)
+
+ # Parsing should handle escaped modifiers. Note, in the json file
+ # the '\' are doubled to '\\'.
+ before = 'arb@event\=0x81\,umask\=0x1@ + arb@event\=0x84\,umask\=0x1@'
+ after = before
+ self.assertEqual(ParsePerfJson(before).ToPerfJson(), after)
+
+ # Parsing should handle exponents in numbers.
+ before = r'a + 1e12 + b'
+ after = before
+ self.assertEqual(ParsePerfJson(before).ToPerfJson(), after)
+
+ def test_IfElseTests(self):
+ # if-else needs rewriting to Select and back.
+ before = r'Event1 if #smt_on else Event2'
+ after = f'({before})'
+ self.assertEqual(ParsePerfJson(before).ToPerfJson(), after)
+
+ before = r'Event1 if 0 else Event2'
+ after = f'({before})'
+ self.assertEqual(ParsePerfJson(before).ToPerfJson(), after)
+
+ before = r'Event1 if 1 else Event2'
+ after = f'({before})'
+ self.assertEqual(ParsePerfJson(before).ToPerfJson(), after)
+
+ # Ensure the select is evaluate last.
+ before = r'Event1 + 1 if Event2 < 2 else Event3 + 3'
+ after = (r'Select(Event(r"Event1") + Constant(1), Event(r"Event2") < '
+ r'Constant(2), Event(r"Event3") + Constant(3))')
+ self.assertEqual(ParsePerfJson(before).ToPython(), after)
+
+ before = r'Event1 > 1 if Event2 < 2 else Event3 > 3'
+ after = (r'Select(Event(r"Event1") > Constant(1), Event(r"Event2") < '
+ r'Constant(2), Event(r"Event3") > Constant(3))')
+ self.assertEqual(ParsePerfJson(before).ToPython(), after)
+
+ before = r'min(a + b if c > 1 else c + d, e + f)'
+ after = r'min((a + b if c > 1 else c + d), e + f)'
+ self.assertEqual(ParsePerfJson(before).ToPerfJson(), after)
+
+ def test_ToPython(self):
+ # Based on an example of a real metric.
+ before = '(a + b + c + d) / (2 * e)'
+ py = ParsePerfJson(before).ToPython()
+ after = eval(py).ToPerfJson()
+ self.assertEqual(before, after)
+
+ def test_Simplify(self):
+ before = '1 + 2 + 3'
+ after = '6'
+ self.assertEqual(ParsePerfJson(before).Simplify().ToPerfJson(), after)
+
+ before = 'a + 0'
+ after = 'a'
+ self.assertEqual(ParsePerfJson(before).Simplify().ToPerfJson(), after)
+
+ before = '0 + a'
+ after = 'a'
+ self.assertEqual(ParsePerfJson(before).Simplify().ToPerfJson(), after)
+
+ before = 'a | 0'
+ after = 'a'
+ self.assertEqual(ParsePerfJson(before).Simplify().ToPerfJson(), after)
+
+ before = '0 | a'
+ after = 'a'
+ self.assertEqual(ParsePerfJson(before).Simplify().ToPerfJson(), after)
+
+ before = 'a * 0'
+ after = '0'
+ self.assertEqual(ParsePerfJson(before).Simplify().ToPerfJson(), after)
+
+ before = '0 * a'
+ after = '0'
+ self.assertEqual(ParsePerfJson(before).Simplify().ToPerfJson(), after)
+
+ before = 'a * 1'
+ after = 'a'
+ self.assertEqual(ParsePerfJson(before).Simplify().ToPerfJson(), after)
+
+ before = '1 * a'
+ after = 'a'
+ self.assertEqual(ParsePerfJson(before).Simplify().ToPerfJson(), after)
+
+ before = 'a if 0 else b'
+ after = 'b'
+ self.assertEqual(ParsePerfJson(before).Simplify().ToPerfJson(), after)
+
+ before = 'a if 1 else b'
+ after = 'a'
+ self.assertEqual(ParsePerfJson(before).Simplify().ToPerfJson(), after)
+
+ before = 'a if b else a'
+ after = 'a'
+ self.assertEqual(ParsePerfJson(before).Simplify().ToPerfJson(), after)
+
+if __name__ == '__main__':
+ unittest.main()
--
2.38.0.rc1.362.ged0d419d3c-goog


--

- Arnaldo