From 28fa3a267ca5277f7c2e242885ac03eca257d9eb Mon Sep 17 00:00:00 2001 From: Cyrus Nouroozi Date: Wed, 20 Nov 2024 22:39:49 -0500 Subject: [PATCH 1/8] Snoopy --- dspy/evaluate/snoopy.py | 49 +++++++++++++++++++++++++++++++++++++++++ pyproject.toml | 1 + requirements.txt | 1 + 3 files changed, 51 insertions(+) create mode 100644 dspy/evaluate/snoopy.py diff --git a/dspy/evaluate/snoopy.py b/dspy/evaluate/snoopy.py new file mode 100644 index 0000000000..dcd526f1ec --- /dev/null +++ b/dspy/evaluate/snoopy.py @@ -0,0 +1,49 @@ +""" + ,-~~-.___. + / | ' \ +( ) 0 + \_/-, ,----' + ==== // + / \-'~; /~~~(O) + / __/~| / | +=( _____| (_________| +""" + +from dataclasses import dataclass, field +from functools import wraps, partial +from inspect import getsourcelines + +from snoop import Config as SnoopConfig + + +@dataclass +class SnoopFile: + lines: list[str] = field(default_factory=list) + + def write(self, line: str): + self.lines.append(line.rstrip()) + + def __str__(self): + return "\n".join(self.lines) + + +def source_code(f): + lines, _ = getsourcelines(f) + return "\n".join(f"{i:>5} | {line}".rstrip() for i, line in enumerate(lines, 1)) + + +def snoopy(f=None, depth=3): + if not f: + return partial(snoopy, depth=depth) + + @wraps(f) + def wrapper(*args, **kwargs): + trace = SnoopFile() + snoopy = SnoopConfig(out=trace, color=False, columns=[]) + wrapper.snoopy = snoopy + wrapper.trace = trace + return snoopy.snoop(f)(*args, **kwargs) + + wrapper.source = source_code(f) + + return wrapper diff --git a/pyproject.toml b/pyproject.toml index 10b253f04d..330cf6b4d1 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -44,6 +44,7 @@ dependencies = [ "tenacity>=8.2.3", "anyio", "asyncer==0.0.8", + "snoop==0.6.0", ] [project.optional-dependencies] diff --git a/requirements.txt b/requirements.txt index 31874b1c9a..32ca9a95d9 100644 --- a/requirements.txt +++ b/requirements.txt @@ -17,3 +17,4 @@ tqdm ujson anyio asyncer==0.0.8 +snoop==0.6.0 From 366f7fef9b963fbf12f1f6aaa77054c6c685ec56 Mon Sep 17 00:00:00 2001 From: Cyrus Nouroozi Date: Wed, 20 Nov 2024 22:41:39 -0500 Subject: [PATCH 2/8] Export snoopy from dspy.evaluate --- dspy/evaluate/__init__.py | 1 + 1 file changed, 1 insertion(+) diff --git a/dspy/evaluate/__init__.py b/dspy/evaluate/__init__.py index 2526c2be07..7a3097b98f 100644 --- a/dspy/evaluate/__init__.py +++ b/dspy/evaluate/__init__.py @@ -3,3 +3,4 @@ from .auto_evaluation import * from .evaluate import Evaluate from .metrics import * +from .snoopy import snoopy From 0f2723a71e94b58830ef7d79819d2b5f833978af Mon Sep 17 00:00:00 2001 From: Cyrus Nouroozi Date: Wed, 20 Nov 2024 22:50:00 -0500 Subject: [PATCH 3/8] Enable passing depth, watch* params to snoop --- dspy/evaluate/snoopy.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/dspy/evaluate/snoopy.py b/dspy/evaluate/snoopy.py index dcd526f1ec..fd63ceadb9 100644 --- a/dspy/evaluate/snoopy.py +++ b/dspy/evaluate/snoopy.py @@ -32,9 +32,9 @@ def source_code(f): return "\n".join(f"{i:>5} | {line}".rstrip() for i, line in enumerate(lines, 1)) -def snoopy(f=None, depth=3): +def snoopy(f=None, **snoop_kwargs): if not f: - return partial(snoopy, depth=depth) + return partial(snoopy, **snoop_kwargs) @wraps(f) def wrapper(*args, **kwargs): @@ -42,7 +42,7 @@ def wrapper(*args, **kwargs): snoopy = SnoopConfig(out=trace, color=False, columns=[]) wrapper.snoopy = snoopy wrapper.trace = trace - return snoopy.snoop(f)(*args, **kwargs) + return snoopy.snoop(f, **snoop_kwargs)(*args, **kwargs) wrapper.source = source_code(f) From 10de3343b219c4bc0d3bbe09ac4552917365bbcc Mon Sep 17 00:00:00 2001 From: Cyrus Nouroozi Date: Wed, 20 Nov 2024 22:56:19 -0500 Subject: [PATCH 4/8] Update poetry.lock --- poetry.lock | 981 ++++++++++++++++++++++++++-------------------------- 1 file changed, 495 insertions(+), 486 deletions(-) diff --git a/poetry.lock b/poetry.lock index 6dd9eaaf72..4e7f6bfa6d 100644 --- a/poetry.lock +++ b/poetry.lock @@ -13,87 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information. It builds on Python's `snoop` package to provide +rich debugging output specifically tailored for DSPy programs. + +The traced output includes: +- Line-by-line execution +- Variable values at each step +- Function calls and returns +- Exceptions and stack traces + +Example: + @snoopy + def my_dspy_function(): + # Function code here + pass + + # The function will now output detailed trace information when called + # Access the trace via my_dspy_function.trace + # Access the source code via my_dspy_function.source + +The decorator can also take arguments to customize the tracing behavior: + + @snoopy(depth=2) # Trace nested function calls up to depth 2 + def my_function(): + pass """ from dataclasses import dataclass, field From 050e042a08c7f5f6f6a2c5ce7d9dc5b0eb8f7589 Mon Sep 17 00:00:00 2001 From: Cyrus Nouroozi Date: Thu, 21 Nov 2024 16:05:14 -0500 Subject: [PATCH 6/8] Update poetry.lock --- poetry.lock | 426 ++++++++++++++++++++++++++----------------------- pyproject.toml | 1 + 2 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">=3.9,<3.13" -content-hash = "0675fa1dd1f44d63bafaffc6c2dfb384f2d016cfa20db379c19515ca182e867c" +content-hash = "343f677b95e7e55bb2a1b629863781b4422f6e21f068e03c90d000cdc0a39211" diff --git a/pyproject.toml b/pyproject.toml index 330cf6b4d1..e82b2b82f0 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -139,6 +139,7 @@ falkordb = "^1.0.9" json-repair = "^0.30.0" tenacity = ">=8.2.3" asyncer = "0.0.8" +snoop = "^0.6.0" [tool.poetry.group.dev.dependencies] pytest = "^8.3.3" From c9d268b70ba55bbb13b90b5023fab3a2e19ec404 Mon Sep 17 00:00:00 2001 From: Cyrus Nouroozi Date: Thu, 21 Nov 2024 16:14:41 -0500 Subject: [PATCH 7/8] Fix 'invalid escape sequence' --- dspy/evaluate/snoopy.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dspy/evaluate/snoopy.py b/dspy/evaluate/snoopy.py index 8aba384f91..dd1841ea4b 100644 --- a/dspy/evaluate/snoopy.py +++ b/dspy/evaluate/snoopy.py @@ -1,6 +1,6 @@ """ ,-~~-.___. - / | ' \ + / | ' | ( ) 0 \_/-, ,----' ==== // From 60872308a52d59f3f43ac28e79574682d184c5a7 Mon Sep 17 00:00:00 2001 From: Cyrus Nouroozi Date: Mon, 25 Nov 2024 12:45:51 -0500 Subject: [PATCH 8/8] snoopy => tracer --- dspy/evaluate/__init__.py | 2 +- dspy/evaluate/{snoopy.py => tracer.py} | 16 ++++++++-------- 2 files changed, 9 insertions(+), 9 deletions(-) rename dspy/evaluate/{snoopy.py => tracer.py} (83%) diff --git a/dspy/evaluate/__init__.py b/dspy/evaluate/__init__.py index 7a3097b98f..684fd2c2ea 100644 --- a/dspy/evaluate/__init__.py +++ b/dspy/evaluate/__init__.py @@ -3,4 +3,4 @@ from .auto_evaluation import * from .evaluate import Evaluate from .metrics import * -from .snoopy import snoopy +from .tracer import tracer diff --git a/dspy/evaluate/snoopy.py b/dspy/evaluate/tracer.py similarity index 83% rename from dspy/evaluate/snoopy.py rename to dspy/evaluate/tracer.py index dd1841ea4b..be07148d73 100644 --- a/dspy/evaluate/snoopy.py +++ b/dspy/evaluate/tracer.py @@ -41,11 +41,11 @@ def my_function(): from functools import wraps, partial from inspect import getsourcelines -from snoop import Config as SnoopConfig +from snoop import Config @dataclass -class SnoopFile: +class Trace: lines: list[str] = field(default_factory=list) def write(self, line: str): @@ -60,17 +60,17 @@ def source_code(f): return "\n".join(f"{i:>5} | {line}".rstrip() for i, line in enumerate(lines, 1)) -def snoopy(f=None, **snoop_kwargs): +def tracer(f=None, **snoop_kwargs): if not f: - return partial(snoopy, **snoop_kwargs) + return partial(tracer, **snoop_kwargs) @wraps(f) def wrapper(*args, **kwargs): - trace = SnoopFile() - snoopy = SnoopConfig(out=trace, color=False, columns=[]) - wrapper.snoopy = snoopy + trace = Trace() + snoop = Config(out=trace, color=False, columns=[]) + wrapper.snoop = snoop wrapper.trace = trace - return snoopy.snoop(f, **snoop_kwargs)(*args, **kwargs) + return snoop.snoop(f, **snoop_kwargs)(*args, **kwargs) wrapper.source = source_code(f)