diff --git a/.bazelrc b/.bazelrc index 1e82932e1..6e7f3bbe0 100644 --- a/.bazelrc +++ b/.bazelrc @@ -77,6 +77,10 @@ build:ubsan --linkopt -lubsan # --config ci: Continuous Integration tool query:ci --noshow_progress query:ci --noshow_loading_progress +fetch:ci --noshow_progress +fetch:ci --noshow_loading_progress +fetch:ci --show_task_finish +fetch:ci --keep_going build:ci --noshow_progress build:ci --noshow_loading_progress build:ci --show_task_finish diff --git a/.github/actions/install-build-dependencies/action.yml b/.github/actions/install-build-dependencies/action.yml index de7053750..3277d0251 100644 --- a/.github/actions/install-build-dependencies/action.yml +++ b/.github/actions/install-build-dependencies/action.yml @@ -1,5 +1,5 @@ --- -name: Install the Linux dependencies +name: Install build dependencies description: Install build dependencies runs: using: composite diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml index 257eacf44..e47c2bd16 100644 --- a/.github/workflows/ci.yaml +++ b/.github/workflows/ci.yaml @@ -37,6 +37,7 @@ jobs: CC: clang CXX: clang++ BAZEL_OPTS: --batch + BAZEL_FETCH_OPTS: --config=ci BAZEL_TEST_OPTS: --config=ci --test_timeout=300,900,1800,7200 install_test: @@ -65,6 +66,7 @@ jobs: CC: clang CXX: clang++ BAZEL_OPTS: --batch + BAZEL_FETCH_OPTS: --config=ci BAZEL_BUILD_OPTS: --config=ci - name: Test diff --git a/.github/workflows/coverage.yaml b/.github/workflows/coverage.yaml index 1027a9cdc..2c3204c0d 100644 --- a/.github/workflows/coverage.yaml +++ b/.github/workflows/coverage.yaml @@ -29,6 +29,7 @@ jobs: CC: clang CXX: clang++ BAZEL_OPTS: --batch + BAZEL_FETCH_OPTS: --config=ci BAZEL_BUILD_OPTS: --config=ci - name: Test diff --git a/.github/workflows/fuzz.yaml b/.github/workflows/fuzz.yaml index 1ae439a14..2245cd6d5 100644 --- a/.github/workflows/fuzz.yaml +++ b/.github/workflows/fuzz.yaml @@ -39,6 +39,7 @@ jobs: CC: clang CXX: clang++ BAZEL_OPTS: --batch + BAZEL_FETCH_OPTS: --config=ci BAZEL_TEST_OPTS: --config=ci - name: Test diff --git a/.github/workflows/release_test.yaml b/.github/workflows/release_test.yaml index f225689ab..9742417e8 100644 --- a/.github/workflows/release_test.yaml +++ b/.github/workflows/release_test.yaml @@ -42,3 +42,6 @@ jobs: - name: Test run: make install-test + env: + CC: clang + CXX: clang++ diff --git a/.github/workflows/sanitizers.yaml b/.github/workflows/sanitizers.yaml index 2774b59e6..5eb56a006 100644 --- a/.github/workflows/sanitizers.yaml +++ b/.github/workflows/sanitizers.yaml @@ -29,6 +29,7 @@ jobs: CC: clang CXX: clang++ BAZEL_OPTS: --batch + BAZEL_FETCH_OPTS: --config=ci BAZEL_BUILD_OPTS: --config=ci - name: Build address sanitized LLVM compiler service @@ -37,6 +38,7 @@ jobs: CC: clang CXX: clang++ BAZEL_OPTS: --batch + BAZEL_FETCH_OPTS: --config=ci BAZEL_BUILD_OPTS: --config=ci - name: Install pip package diff --git a/CHANGELOG.md b/CHANGELOG.md index ca9117607..c7849c851 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,50 @@ +## Release 0.1.10 (2021-09-08) + +This release lays the foundation for several new exciting additions to +CompilerGym: + +- [LLVM] Added experimental support for **optimizing for runtime** and **compile + time** ([#307](https://github.com/facebookresearch/CompilerGym/pull/307)). + This is still proof of concept and is not yet stable. For now, only the + `benchmark://cbench-v1` and `generator://csmith-v0` datasets are supported. +- [CompilerGym Explorer] Started development of a **web frontend** for the + LLVM environments. The work-in-progress Flask API and React website can be + found in the `www` directory. +- [New Backend API] Added a mechanism for sending arbitrary data payloads to the + compiler service backends + ([#313](https://github.com/facebookresearch/CompilerGym/pull/313)). This + allows ad-hoc parameters that do not conform to the usual action space to be + set for the duration of an episode. Add support for these parameters in the + backend by implementing the optional + [handle_session_parameter()](https://github.com/facebookresearch/CompilerGym/blob/63ee95a34157856ca21c392c49d35234e065fa8d/compiler_gym/service/compilation_session.py#L94-L112) + method, and then send parameters using the + [send_params()](https://github.com/facebookresearch/CompilerGym/blob/63ee95a34157856ca21c392c49d35234e065fa8d/compiler_gym/envs/compiler_env.py#L1317-L1338) + method. + +Other highlights of this release include: + +- [LLVM] The Csmith program generator is now shipped as part of the CompilerGym + binary release, removing the need to compile it locally + ([#348](https://github.com/facebookresearch/CompilerGym/pull/348)). +- [LLVM] A new `ProgramlJson` observation space provides the JSON node-link data + of a ProGraML graph without parsing to a `nx.MultiDiGraph` + ([#332](https://github.com/facebookresearch/CompilerGym/pull/332)). +- [LLVM] Added a leaderboard submission for a DQN agent + ([#292](https://github.com/facebookresearch/CompilerGym/pull/292), thanks + @phesse001!). +- [Backend API Update] The `Reward.reset()` method now receives an observation + view that can be used to compute initial states + ([#341](https://github.com/facebookresearch/CompilerGym/pull/341), thanks + @bwasti!). +- [Datasets API] The size of infinite datasets has been changed from + `float("inf")` to `0` + ([#347](https://github.com/facebookresearch/CompilerGym/pull/347)). This is a + compatibility fix for `__len__()` which requires integers values. +- Prevent excessive growth of in-memory caches + ([#299](https://github.com/facebookresearch/CompilerGym/pull/299)). +- Multiple compatibility fixes for `compiler_gym.wrappers`. +- Numerous other bug fixes and improvements. + ## Release 0.1.9 (2021-06-03) This release of CompilerGym focuses on **backend extensibility** and adds a diff --git a/Makefile b/Makefile index 15e3ec046..b1224ffe8 100644 --- a/Makefile +++ b/Makefile @@ -88,6 +88,9 @@ Deployment Run the `make install-test` suite against the build artifact generated by `make bdist_wheel-linux`. + make www + Run a local instance of the web visualization service. See www/README.md + for details. Tidying up ----------- @@ -119,6 +122,7 @@ PYTHON ?= python3 # Bazel build options. BAZEL_OPTS ?= +BAZEL_FETCH_OPTS ?= BAZEL_BUILD_OPTS ?= -c opt BAZEL_TEST_OPTS ?= @@ -154,7 +158,24 @@ DISTTOOLS_OUTS := dist build compiler_gym.egg-info BUILD_TARGET ?= //:package -bazel-build: +BAZEL_FETCH_RETRIES ?= 5 + +# Run `bazel fetch` in a retry loop due to intermitent failures when fetching +# remote archives in the CI environment. +bazel-fetch: + @for i in $$(seq 1 $(BAZEL_FETCH_RETRIES)); do \ + echo "$(BAZEL) $(BAZEL_OPTS) fetch $(BAZEL_FETCH_OPTS) $(BUILD_TARGET)"; \ + if $(BAZEL) $(BAZEL_OPTS) fetch $(BAZEL_FETCH_OPTS) $(BUILD_TARGET) ; then \ + break; \ + else \ + echo "bazel fetch attempt $$i of $(BAZEL_FETCH_RETRIES) failed" >&2; \ + fi; \ + if [ $$i -eq 10 ]; then \ + false; \ + fi; \ + done + +bazel-build: bazel-fetch $(BAZEL) $(BAZEL_OPTS) build $(BAZEL_BUILD_OPTS) $(BUILD_TARGET) bdist_wheel: bazel-build @@ -178,8 +199,23 @@ bdist_wheel-linux-test: all: docs bdist_wheel bdist_wheel-linux -.PHONY: bazel-build bdist_wheel bdist_wheel-linux bdist_wheel-linux-shell bdist_wheel-linux-test +.PHONY: bazel-fetch bazel-build bdist_wheel bdist_wheel-linux bdist_wheel-linux-shell bdist_wheel-linux-test +################# +# Web interface # +################# + +www: www-build + cd www && $(PYTHON) www.py + +www-build: + cd www/frontends/compiler_gym && npm install && npm run build + +www-image: www-build + cd www && docker build -t chriscummins/compiler_gym-www . + docker run -p 5000:5000 chriscummins/compiler_gym-www + +.PHONY: www www-build ################# # Documentation # @@ -237,10 +273,10 @@ TEST_TARGET ?= # Extra command line arguments for pytest. PYTEST_ARGS ?= -test: +test: bazel-fetch $(BAZEL) $(BAZEL_OPTS) test $(BAZEL_TEST_OPTS) $(if $(TEST_TARGET),$(TEST_TARGET),//...) -itest: +itest: bazel-fetch $(IBAZEL) $(BAZEL_OPTS) test $(BAZEL_TEST_OPTS) $(if $(TEST_TARGET),$(TEST_TARGET),//...) # Since we can't run compiler_gym from the project root we need to jump through diff --git a/README.md b/README.md index 25b184611..dc65faa30 100644 --- a/README.md +++ b/README.md @@ -69,7 +69,9 @@ Install the latest CompilerGym release using: pip install -U compiler_gym -See [INSTALL.md](INSTALL.md) for further details. +See +[INSTALL.md](https://github.com/facebookresearch/CompilerGym/blob/development/INSTALL.md) +for further details. ## Usage @@ -129,6 +131,7 @@ environment on the 23 benchmarks in the `cbench-v1` dataset. | Facebook | e-Greedy search (e=0.1) | [write-up](leaderboard/llvm_instcount/e_greedy/README.md), [results](leaderboard/llvm_instcount/e_greedy/results_e10.csv) | 2021-03 | 152.579s | 1.041× | | Jiadong Guo | Tabular Q (N=5000, H=10) | [write-up](leaderboard/llvm_instcount/tabular_q/README.md), [results](leaderboard/llvm_instcount/tabular_q/results-H10-N5000.csv) | 2021-04 | 2534.305 | 1.036× | | Facebook | Random search (t=10) | [write-up](leaderboard/llvm_instcount/random_search/README.md), [results](leaderboard/llvm_instcount/random_search/results_p125_t10.csv) | 2021-03 | **42.939s** | 1.031× | +| Patrick Hesse | DQN (N=4000, H=10) | [write-up](leaderboard/llvm_instcount/dqn/README.md), [results](leaderboard/llvm_instcount/dqn/results-instcountnorm-H10-N4000.csv) | 2021-06 | 91.018s | 1.029× | | Jiadong Guo | Tabular Q (N=2000, H=5) | [write-up](leaderboard/llvm_instcount/tabular_q/README.md), [results](leaderboard/llvm_instcount/tabular_q/results-H5-N2000.csv) | 2021-04 | 694.105 | 0.988× | diff --git a/VERSION b/VERSION index 1a030947e..9767cc98e 100644 --- a/VERSION +++ b/VERSION @@ -1 +1 @@ -0.1.9 +0.1.10 diff --git a/WORKSPACE b/WORKSPACE index fe6c01526..8335e7f71 100644 --- a/WORKSPACE +++ b/WORKSPACE @@ -40,7 +40,7 @@ http_archive( urls = ["https://github.com/google/glog/archive/v0.4.0.tar.gz"], ) -# C++ subprocess management. https://github.com/arun11299/cpp-subprocess.git +# C++ subprocess management. https://github.com/arun11299/cpp-subprocess http_archive( name = "subprocess", @@ -207,9 +207,9 @@ filegroup( http_archive( name = "ctuning-ai", build_file = "//:compiler_gym/third_party/ctuning-ai.BUILD", - sha256 = "2e12233a3d898a96a2ce279123ee256bee357f649e3c579f974628b6c35ea53d", - strip_prefix = "ai-afaba3e2900523a0813693fd614a114b4a6f6729", - urls = ["https://github.com/ctuning/ai/archive/afaba3e2900523a0813693fd614a114b4a6f6729.tar.gz"], + sha256 = "a82c13733696c46b5201c614fcf7229c3a74a83ce485cab2fbf17309b7564f9c", + strip_prefix = "ck-mlops-406738ad6d1fb2c1da9daa2c09d26fccab4e0938", + urls = ["https://github.com/ChrisCummins/ck-mlops/archive/406738ad6d1fb2c1da9daa2c09d26fccab4e0938.tar.gz"], ) # Datasets. @@ -290,6 +290,17 @@ http_archive( urls = ["https://github.com/pytorch/cpuinfo/archive/63b254577ed77a8004a9be6ac707f3dccc4e1fd9.tar.gz"], ) +# === Csmith === +# https://embed.cs.utah.edu/csmith/ + +http_archive( + name = "csmith", + build_file_content = all_content, + sha256 = "ba871c1e5a05a71ecd1af514fedba30561b16ee80b8dd5ba8f884eaded47009f", + strip_prefix = "csmith-csmith-2.3.0", + urls = ["https://github.com/csmith-project/csmith/archive/refs/tags/csmith-2.3.0.tar.gz"], +) + # === DeepDataFlow === # https://zenodo.org/record/4122437 diff --git a/compiler_gym/bin/service.py b/compiler_gym/bin/service.py index ec83b4866..c9c10ad41 100644 --- a/compiler_gym/bin/service.py +++ b/compiler_gym/bin/service.py @@ -75,7 +75,6 @@ import sys from typing import Iterable -import humanize from absl import app, flags from compiler_gym.datasets import Dataset @@ -132,7 +131,8 @@ def summarize_datasets(datasets: Iterable[Dataset]) -> str: [ ( n, - humanize.intcomma(f) if f >= 0 else "∞", + # A size of zero means infinite. + f"{f:,d}" if f > 0 else "∞", l, v, ) diff --git a/compiler_gym/datasets/benchmark.py b/compiler_gym/datasets/benchmark.py index e3b93ab00..57245754f 100644 --- a/compiler_gym/datasets/benchmark.py +++ b/compiler_gym/datasets/benchmark.py @@ -298,11 +298,15 @@ def from_file_contents(cls, uri: str, data: bytes): def __eq__(self, other: Union[str, "Benchmark"]): if isinstance(other, Benchmark): return self.uri == other.uri - else: - return self.uri == other + return self.uri == other - def __ne__(self, other: Union[str, "Benchmark"]): - return not self == other + def __lt__(self, other: Union[str, "Benchmark"]): + if isinstance(other, Benchmark): + return self.uri < other.uri + return self.uri < other + + def __le__(self, other: Union[str, "Benchmark"]): + return self < other or self == other class BenchmarkInitError(OSError): diff --git a/compiler_gym/datasets/dataset.py b/compiler_gym/datasets/dataset.py index 0e034a0c9..3ee7bb71e 100644 --- a/compiler_gym/datasets/dataset.py +++ b/compiler_gym/datasets/dataset.py @@ -233,21 +233,19 @@ def site_data_size_in_bytes(self) -> int: ) return total_size - # We use Union[int, float] to represent the size because infinite size is - # represented by math.inf, which is a float. For all other sizes this should - # be an int. @property - def size(self) -> Union[int, float]: - """The number of benchmarks in the dataset. If the number of benchmarks - is unbounded, for example because the dataset represents a program - generator that can produce an infinite number of programs, the value is - :code:`math.inf`. + def size(self) -> int: + """The number of benchmarks in the dataset. + + If the number of benchmarks is unknown or unbounded, for example because + the dataset represents a program generator that can produce an infinite + number of programs, the value is 0. - :type: Union[int, float] + :type: int """ return 0 - def __len__(self) -> Union[int, float]: + def __len__(self) -> int: """The number of benchmarks in the dataset. This is the same as :meth:`Dataset.size @@ -256,10 +254,27 @@ def __len__(self) -> Union[int, float]: >>> len(dataset) == dataset.size True - :return: An integer, or :code:`math.float`. + If the number of benchmarks is unknown or unbounded, for example because + the dataset represents a program generator that can produce an infinite + number of programs, the value is 0. + + :return: An integer. """ return self.size + def __eq__(self, other: Union["Dataset", str]) -> bool: + if isinstance(other, Dataset): + return self.name == other.name + return self.name == other + + def __lt__(self, other: Union["Dataset", str]) -> bool: + if isinstance(other, Dataset): + return self.name < other.name + return self.name < other + + def __le__(self, other: Union["Dataset", str]) -> bool: + return self < other or self == other + @property def installed(self) -> bool: """Whether the dataset is installed locally. Installation occurs diff --git a/compiler_gym/datasets/tar_dataset.py b/compiler_gym/datasets/tar_dataset.py index 632ce935e..4059a0d90 100644 --- a/compiler_gym/datasets/tar_dataset.py +++ b/compiler_gym/datasets/tar_dataset.py @@ -17,6 +17,12 @@ from compiler_gym.util.download import download from compiler_gym.util.filesystem import atomic_file_write +# Module-level locks that ensures exclusive access to install routines across +# threads. Note that these lock are shared across all TarDataset instances. We +# don't use per-dataset locks as locks cannot be pickled. +_TAR_INSTALL_LOCK = Lock() +_TAR_MANIFEST_INSTALL_LOCK = Lock() + class TarDataset(FilesDataset): """A dataset comprising a files tree stored in a tar archive. @@ -61,7 +67,6 @@ def __init__( self.strip_prefix = strip_prefix self._tar_extracted_marker = self.site_data_path / ".extracted" - self._tar_lock = Lock() self._tar_lockfile = self.site_data_path / ".install_lock" @property @@ -75,7 +80,7 @@ def install(self) -> None: return # Thread-level and process-level locks to prevent races. - with self._tar_lock, InterProcessLock(self._tar_lockfile): + with _TAR_INSTALL_LOCK, InterProcessLock(self._tar_lockfile): # Repeat the check to see if we have already installed the # dataset now that we have acquired the lock. if self.installed: @@ -144,7 +149,6 @@ def __init__( self.manifest_compression = manifest_compression self._manifest_path = self.site_data_path / f"manifest-{manifest_sha256}.txt" - self._manifest_lock = Lock() self._manifest_lockfile = self.site_data_path / ".manifest_lock" def _read_manifest(self, manifest_data: str) -> List[str]: @@ -171,7 +175,7 @@ def _benchmark_uris(self) -> List[str]: return self._read_manifest_file() # Thread-level and process-level locks to prevent races. - with self._manifest_lock, InterProcessLock(self._manifest_lockfile): + with _TAR_MANIFEST_INSTALL_LOCK, InterProcessLock(self._manifest_lockfile): # Now that we have acquired the lock, repeat the check, since # another thread may have downloaded the manifest. if self._manifest_path.is_file(): diff --git a/compiler_gym/envs/compiler_env.py b/compiler_gym/envs/compiler_env.py index d819512f4..b7cb8d9ac 100644 --- a/compiler_gym/envs/compiler_env.py +++ b/compiler_gym/envs/compiler_env.py @@ -28,15 +28,18 @@ ServiceTransportError, SessionNotFound, ) +from compiler_gym.service.proto import Action, AddBenchmarkRequest +from compiler_gym.service.proto import Benchmark as BenchmarkProto from compiler_gym.service.proto import ( - Action, - AddBenchmarkRequest, EndSessionReply, EndSessionRequest, ForkSessionReply, ForkSessionRequest, GetVersionReply, GetVersionRequest, + SendSessionParameterReply, + SendSessionParameterRequest, + SessionParameter, StartSessionRequest, StepReply, StepRequest, @@ -49,6 +52,7 @@ RewardType, StepType, ) +from compiler_gym.util.shell_format import plural from compiler_gym.util.timer import Timer from compiler_gym.validation_error import ValidationError from compiler_gym.validation_result import ValidationResult @@ -73,58 +77,68 @@ class CompilerEnv(gym.Env): The easiest way to create a CompilerGym environment is to call :code:`gym.make()` on one of the registered environments: - >>> env = gym.make("llvm-v0") + >>> env = gym.make("llvm-v0") + + See :code:`compiler_gym.COMPILER_GYM_ENVS` for a list of registered + environment names. Alternatively, an environment can be constructed directly, such as by connecting to a running compiler service at :code:`localhost:8080` (see - :doc:`/compiler_gym/service` for more details on connecting to services): + :doc:`this document ` for more details): - >>> env = CompilerEnv( - ... service="localhost:8080", - ... observation_space="features", - ... reward_space="runtime", - ... rewards=[env_reward_spaces], - ... ) + >>> env = CompilerEnv( + ... service="localhost:8080", + ... observation_space="features", + ... reward_space="runtime", + ... rewards=[env_reward_spaces], + ... ) Once constructed, an environment can be used in exactly the same way as a regular :code:`gym.Env`, e.g. - >>> observation = env.reset() - >>> cumulative_reward = 0 - >>> for i in range(100): - >>> action = env.action_space.sample() - >>> observation, reward, done, info = env.step(action) - >>> cumulative_reward += reward - >>> if done: - >>> break - >>> print(f"Reward after {i} steps: {cumulative_reward}") - Reward after 100 steps: -0.32123 + >>> observation = env.reset() + >>> cumulative_reward = 0 + >>> for i in range(100): + >>> action = env.action_space.sample() + >>> observation, reward, done, info = env.step(action) + >>> cumulative_reward += reward + >>> if done: + >>> break + >>> print(f"Reward after {i} steps: {cumulative_reward}") + Reward after 100 steps: -0.32123 :ivar service: A connection to the underlying compiler service. + :vartype service: compiler_gym.service.CompilerGymServiceConnection :ivar logger: A Logger instance used by the environment for communicating info and warnings. + :vartype logger: logging.Logger :ivar action_spaces: A list of supported action space names. + :vartype action_spaces: List[str] - :ivar reward_range: A tuple indicating the range of reward values. - Default range is (-inf, +inf). + :ivar reward_range: A tuple indicating the range of reward values. Default + range is (-inf, +inf). + :vartype reward_range: Tuple[float, float] :ivar observation: A view of the available observation spaces that permits on-demand computation of observations. + :vartype observation: compiler_gym.views.ObservationView :ivar reward: A view of the available reward spaces that permits on-demand computation of rewards. + :vartype reward: compiler_gym.views.RewardView - :ivar episode_reward: If - :func:`CompilerEnv.reward_space ` - is set, this value is the sum of all rewards for the current episode. + :ivar episode_reward: If :func:`CompilerEnv.reward_space + ` is set, this value is the + sum of all rewards for the current episode. + :vartype episode_reward: float """ @@ -143,6 +157,9 @@ def __init__( ): """Construct and initialize a CompilerGym service environment. + In normal use you should use :code:`gym.make(...)` rather than calling + the constructor directly. + :param service: The hostname and port of a service that implements the CompilerGym service interface, or the path of a binary file which provides the CompilerGym service interface when executed. See @@ -236,6 +253,7 @@ def __init__( # the gap between the user setting the env.benchmark property while in # an episode and the next call to env.reset(). self._benchmark_in_use: Optional[Benchmark] = None + self._benchmark_in_use_proto: BenchmarkProto = BenchmarkProto() self._next_benchmark: Optional[Benchmark] = None # Normally when the benchmark is changed the updated value is not # reflected until the next call to reset(). We make an exception for the @@ -470,12 +488,12 @@ def in_episode(self) -> bool: return self._session_id is not None @property - def observation_space(self) -> Optional[ObservationSpaceSpec]: + def observation_space(self) -> Optional[Space]: """The observation space that is used to return an observation value in :func:`~step()`. - :getter: Returns the specification of the default observation space, or - :code:`None` if not set. + :getter: Returns the underlying observation space, or :code:`None` if + not set. :setter: Set the default observation space. """ if self.observation_space_spec: @@ -698,6 +716,7 @@ def reset( # pylint: disable=arguments-differ # Stop an existing episode. if self.in_episode: + self.logger.debug("Ending session %d", self._session_id) self.service( self.service.stub.EndSession, EndSessionRequest(session_id=self._session_id), @@ -709,8 +728,20 @@ def reset( # pylint: disable=arguments-differ self.benchmark = benchmark self._benchmark_in_use = self._next_benchmark + # When always_send_benchmark_on_reset option is enabled, the entire + # benchmark program is sent with every StartEpisode request. Otherwise + # only the URI of the benchmark is sent. In cases where benchmarks are + # reused between calls to reset(), sending the URI is more efficient as + # the service can cache the benchmark. In cases where reset() is always + # called with a different benchmark, this causes unnecessary roundtrips + # as every StartEpisodeRequest receives a FileNotFound response. + if self.service.opts.always_send_benchmark_on_reset: + self._benchmark_in_use_proto = self._benchmark_in_use.proto + else: + self._benchmark_in_use_proto.uri = self._benchmark_in_use.uri + start_session_request = StartSessionRequest( - benchmark=self._benchmark_in_use.uri, + benchmark=self._benchmark_in_use_proto, action_space=( [a.name for a in self.action_spaces].index(self.action_space_name) if self.action_space_name @@ -762,7 +793,7 @@ def reset( # pylint: disable=arguments-differ self.action_space.name, reply.new_action_space.action ) - self.reward.reset(benchmark=self.benchmark) + self.reward.reset(benchmark=self.benchmark, observation_view=self.observation) if self.reward_space: self.episode_reward = 0.0 @@ -849,12 +880,20 @@ def raw_step( # Gracefully handle "expected" error types. These non-fatal errors # end the current episode and provide some diagnostic information to # the user through the `info` dict. - self.close() - info = { "error_type": type(e).__name__, "error_details": str(e), } + + try: + self.close() + except ServiceError as e: + # close() can raise ServiceError if the service exists with a + # non-zero return code. If so, + info[ + "error_details" + ] += f". Additional error during environment closing: {e}" + default_observations = [ observation_space.default_value for observation_space in user_observation_spaces @@ -1275,3 +1314,61 @@ def composed(env): if self.benchmark.validation_callbacks(): return composed + + def send_param(self, key: str, value: str) -> str: + """Send a single parameter to the compiler service. + + See :meth:`send_params() ` + for more information. + + :param key: The parameter key. + + :param value: The parameter value. + + :return: The response from the compiler service. + + :raises SessionNotFound: If called before :meth:`reset() + `. + """ + return self.send_params((key, value))[0] + + def send_params(self, *params: Iterable[Tuple[str, str]]) -> List[str]: + """Send a list of parameters to the compiler service. + + This provides a mechanism to send messages to the backend compilation + session in a way that doesn't conform to the normal communication + pattern. This can be useful for things like configuring runtime + debugging settings, or applying "meta actions" to the compiler that are + not exposed in the compiler's action space. Consult the documentation + for a specific compiler service to see what parameters, if any, are + supported. + + Must have called :meth:`reset() ` + first. + + :param params: A list of parameters, where each parameter is a + :code:`(key, value)` tuple. + + :return: A list of string responses, one per parameter. + + :raises SessionNotFound: If called before :meth:`reset() + `. + """ + if not self.in_episode: + raise SessionNotFound("Must call reset() before send_params()") + + request = SendSessionParameterRequest( + session_id=self._session_id, + parameter=[SessionParameter(key=k, value=v) for (k, v) in params], + ) + reply: SendSessionParameterReply = self.service( + self.service.stub.SendSessionParameter, request + ) + if len(params) != len(reply.reply): + raise OSError( + f"Sent {len(params)} {plural(len(params), 'parameter', 'parameters')} but received " + f"{len(reply.reply)} {plural(len(reply.reply), 'response', 'responses')} from the " + "service" + ) + + return list(reply.reply) diff --git a/compiler_gym/envs/llvm/datasets/BUILD b/compiler_gym/envs/llvm/datasets/BUILD index b2129ed3c..1238e9317 100644 --- a/compiler_gym/envs/llvm/datasets/BUILD +++ b/compiler_gym/envs/llvm/datasets/BUILD @@ -16,6 +16,7 @@ py_library( "llvm_stress.py", "poj104.py", ], + data = ["//compiler_gym/third_party/csmith:all"], visibility = ["//visibility:public"], deps = [ "//compiler_gym/datasets", diff --git a/compiler_gym/envs/llvm/datasets/__init__.py b/compiler_gym/envs/llvm/datasets/__init__.py index b46c8d799..8fcd298fe 100644 --- a/compiler_gym/envs/llvm/datasets/__init__.py +++ b/compiler_gym/envs/llvm/datasets/__init__.py @@ -8,7 +8,11 @@ from compiler_gym.datasets import Dataset, TarDatasetWithManifest from compiler_gym.envs.llvm.datasets.anghabench import AnghaBenchDataset -from compiler_gym.envs.llvm.datasets.cbench import CBenchDataset, CBenchLegacyDataset +from compiler_gym.envs.llvm.datasets.cbench import ( + CBenchDataset, + CBenchLegacyDataset, + CBenchLegacyDataset2, +) from compiler_gym.envs.llvm.datasets.chstone import CHStoneDataset from compiler_gym.envs.llvm.datasets.clgen import CLgenDataset from compiler_gym.envs.llvm.datasets.csmith import CsmithBenchmark, CsmithDataset @@ -234,10 +238,10 @@ def get_llvm_datasets(site_data_base: Optional[Path] = None) -> Iterable[Dataset ) yield BlasDataset(site_data_base=site_data_base, sort_order=0) yield CLgenDataset(site_data_base=site_data_base, sort_order=0) - yield CBenchDataset(site_data_base=site_data_base, sort_order=-1) + yield CBenchDataset(site_data_base=site_data_base) # Add legacy version of cbench-v1 in which the 'b' was capitalized. This # is deprecated and will be removed no earlier than v0.1.10. - yield CBenchDataset( + yield CBenchLegacyDataset2( site_data_base=site_data_base, name="benchmark://cBench-v1", deprecated=( diff --git a/compiler_gym/envs/llvm/datasets/cbench.py b/compiler_gym/envs/llvm/datasets/cbench.py index f8587ae2d..7c350212c 100644 --- a/compiler_gym/envs/llvm/datasets/cbench.py +++ b/compiler_gym/envs/llvm/datasets/cbench.py @@ -20,6 +20,7 @@ import fasteners from compiler_gym.datasets import Benchmark, TarDatasetWithManifest +from compiler_gym.service.proto import BenchmarkDynamicConfig from compiler_gym.third_party import llvm from compiler_gym.util.download import download from compiler_gym.util.runfiles_path import cache_path, site_data_path @@ -484,6 +485,19 @@ def validator( ) ) + # Create the BenchmarkDynamicConfig object. + cbench_data = site_data_path("llvm-v0/cbench-v1-runtime-data/runtime_data") + DYNAMIC_CONFIGS[benchmark] = BenchmarkDynamicConfig( + build_cmd=" ".join(["$CC $<"] + linkopts), + build_genfile="a.out", + run_cmd=cmd.replace("$BIN", "./a.out").replace("$D", str(cbench_data)), + pre_run_cmd=["echo 1 > _finfo_dataset"], + run_genfile=[str(s) for s in outfiles], + build_cmd_timeout_seconds=60, + run_cmd_timeout_seconds=300, + pre_run_cmd_timeout_seconds=60, + ) + return True @@ -492,12 +506,47 @@ class CBenchBenchmark(Benchmark): def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) - for val in VALIDATORS.get(self.uri, []): self.add_validation_callback(val) + self.proto.dynamic_config.MergeFrom( + DYNAMIC_CONFIGS.get(self.uri, BenchmarkDynamicConfig()) + ) class CBenchDataset(TarDatasetWithManifest): + def __init__(self, site_data_base: Path): + platform = {"darwin": "macos"}.get(sys.platform, sys.platform) + url, sha256 = _CBENCH_TARS[platform] + super().__init__( + name="benchmark://cbench-v1", + description="Runnable C benchmarks", + license="BSD 3-Clause", + references={ + "Paper": "https://arxiv.org/pdf/1407.3487.pdf", + "Homepage": "https://ctuning.org/wiki/index.php/CTools:CBench", + }, + tar_urls=[url], + tar_sha256=sha256, + manifest_urls=[ + "https://dl.fbaipublicfiles.com/compiler_gym/llvm_bitcodes-10.0.0-cbench-v1-manifest.bz2" + ], + manifest_sha256="eeffd7593aeb696a160fd22e6b0c382198a65d0918b8440253ea458cfe927741", + strip_prefix="cBench-v1", + benchmark_file_suffix=".bc", + benchmark_class=CBenchBenchmark, + site_data_base=site_data_base, + sort_order=-1, + validatable="Partially", + ) + + def install(self): + super().install() + with _CBENCH_DOWNLOAD_THREAD_LOCK: + with fasteners.InterProcessLock(cache_path("cbench-v1-runtime-data.LOCK")): + download_cBench_runtime_data() + + +class CBenchLegacyDataset2(TarDatasetWithManifest): def __init__( self, site_data_base: Path, @@ -589,6 +638,10 @@ def __init__(self, site_data_base: Path): ] = defaultdict(list) +# A map from benchmark name to BenchmarkDynamicConfig messages. +DYNAMIC_CONFIGS: Dict[str, Optional[BenchmarkDynamicConfig]] = {} + + def validate_sha_output(result: BenchmarkExecutionResult) -> Optional[str]: """SHA benchmark prints 5 random hex strings. Normally these hex strings are 16 characters but occasionally they are less (presumably because of a diff --git a/compiler_gym/envs/llvm/datasets/clgen.py b/compiler_gym/envs/llvm/datasets/clgen.py index cb000b262..006d56c24 100644 --- a/compiler_gym/envs/llvm/datasets/clgen.py +++ b/compiler_gym/envs/llvm/datasets/clgen.py @@ -7,6 +7,7 @@ import subprocess import tarfile from pathlib import Path +from threading import Lock from typing import List from fasteners import InterProcessLock @@ -18,6 +19,8 @@ from compiler_gym.util.filesystem import atomic_file_write from compiler_gym.util.truncate import truncate +_CLGEN_INSTALL_LOCK = Lock() + class CLgenDataset(TarDatasetWithManifest): """The CLgen dataset contains 1000 synthetically generated OpenCL kernels. @@ -83,7 +86,7 @@ def install(self): if self._opencl_installed: return - with self._tar_lock, InterProcessLock(self._tar_lockfile): + with _CLGEN_INSTALL_LOCK, InterProcessLock(self._tar_lockfile): # Repeat install check now that we are in the locked region. if self._opencl_headers_installed_marker.is_file(): return diff --git a/compiler_gym/envs/llvm/datasets/csmith.py b/compiler_gym/envs/llvm/datasets/csmith.py index 184f28aa4..806e1a32d 100644 --- a/compiler_gym/envs/llvm/datasets/csmith.py +++ b/compiler_gym/envs/llvm/datasets/csmith.py @@ -2,30 +2,30 @@ # # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. -import io import logging import subprocess -import sys -import tarfile -import tempfile from pathlib import Path -from threading import Lock -from typing import Iterable, List +from typing import Iterable, List, Optional import numpy as np -from fasteners import InterProcessLock from compiler_gym.datasets import Benchmark, BenchmarkSource, Dataset from compiler_gym.datasets.benchmark import BenchmarkInitError, BenchmarkWithSource -from compiler_gym.datasets.dataset import DatasetInitError from compiler_gym.envs.llvm.llvm_benchmark import ClangInvocation +from compiler_gym.service.proto import BenchmarkDynamicConfig from compiler_gym.util.decorators import memoized_property -from compiler_gym.util.download import download -from compiler_gym.util.runfiles_path import transient_cache_path +from compiler_gym.util.runfiles_path import runfiles_path +from compiler_gym.util.shell_format import plural +from compiler_gym.util.truncate import truncate # The maximum value for the --seed argument to csmith. UINT_MAX = (2 ** 32) - 1 +_CSMITH_BIN = runfiles_path("compiler_gym/third_party/csmith/csmith/bin/csmith") +_CSMITH_INCLUDES = runfiles_path( + "compiler_gym/third_party/csmith/csmith/include/csmith-2.3.0" +) + class CsmithBenchmark(BenchmarkWithSource): """A CSmith benchmark.""" @@ -33,6 +33,15 @@ class CsmithBenchmark(BenchmarkWithSource): def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) self._src = None + self.proto.dynamic_config.MergeFrom( + BenchmarkDynamicConfig( + build_cmd="$CC $<", + build_genfile="a.out", + run_cmd="./a.out", + build_cmd_timeout_seconds=60, + run_cmd_timeout_seconds=300, + ) + ) @classmethod def create(cls, uri: str, bitcode: bytes, src: bytes) -> Benchmark: @@ -53,31 +62,6 @@ def source(self) -> str: return self._src.decode("utf-8") -class CsmithBuildError(DatasetInitError): - """Error raised if :meth:`CsmithDataset.install() - ` fails.""" - - def __init__(self, failing_stage: str, stdout: str, stderr: str): - install_instructions = { - "linux": "sudo apt install g++ m4", - "darwin": "brew install m4", - }[sys.platform] - - super().__init__( - "\n".join( - [ - f"Failed to build Csmith from source, `{failing_stage}` failed.", - "You may be missing installation dependencies. Install them using:", - f" {install_instructions}", - "See https://github.com/csmith-project/csmith#install-csmith for more details", - f"--- Start `{failing_stage}` logs: ---\n", - stdout, - stderr, - ] - ) - ) - - class CsmithDataset(Dataset): """A dataset which uses Csmith to generate programs. @@ -113,7 +97,28 @@ class CsmithDataset(Dataset): details. """ - def __init__(self, site_data_base: Path, sort_order: int = 0): + def __init__( + self, + site_data_base: Path, + sort_order: int = 0, + csmith_bin: Optional[Path] = None, + csmith_includes: Optional[Path] = None, + ): + """Constructor. + + :param site_data_base: The base path of a directory that will be used to + store installed files. + + :param sort_order: An optional numeric value that should be used to + order this dataset relative to others. Lowest value sorts first. + + :param csmith_bin: The path of the Csmith binary to use. If not + provided, the version of Csmith shipped with CompilerGym is used. + + :param csmith_includes: The path of the Csmith includes directory. If + not provided, the includes of the Csmith shipped with CompilerGym is + used. + """ super().__init__( name="generator://csmith-v0", description="Random conformant C99 programs", @@ -126,100 +131,27 @@ def __init__(self, site_data_base: Path, sort_order: int = 0): sort_order=sort_order, benchmark_class=CsmithBenchmark, ) - self.csmith_path = self.site_data_path / "bin" / "csmith" - csmith_include_dir = self.site_data_path / "include" / "csmith-2.3.0" - - self._installed = False - self._build_lock = Lock() - self._build_lockfile = self.site_data_path / ".build.LOCK" - self._build_markerfile = self.site_data_path / ".built" - + self.csmith_bin_path = csmith_bin or _CSMITH_BIN + self.csmith_includes_path = csmith_includes or _CSMITH_INCLUDES # The command that is used to compile an LLVM-IR bitcode file from a # Csmith input. Reads from stdin, writes to stdout. self.clang_compile_command: List[str] = ClangInvocation.from_c_file( "-", # Read from stdin. copt=[ - "-xc", + "-xc", # The C programming language. "-ferror-limit=1", # Stop on first error. "-w", # No warnings. - f"-I{csmith_include_dir}", # Include the Csmith headers. + f"-I{self.csmith_includes_path}", # Include the Csmith headers. ], ).command( - outpath="-" - ) # Write to stdout. - - @property - def installed(self) -> bool: - # Fast path for repeated checks to 'installed' without a disk op. - if not self._installed: - self._installed = self._build_markerfile.is_file() - return self._installed - - def install(self) -> None: - """Download and build the Csmith binary.""" - super().install() - - if self.installed: - return - - with self._build_lock, InterProcessLock(self._build_lockfile): - # Repeat the check to see if we have already installed the dataset - # now that we have acquired the lock. - if not self.installed: - self.logger.info("Downloading and building Csmith") - self._build_csmith(self.site_data_path, self.logger) - self._build_markerfile.touch() - - @staticmethod - def _build_csmith(install_root: Path, logger: logging.Logger): - """Download, build, and install Csmith to the given directory.""" - tar_data = io.BytesIO( - download( - urls=[ - "https://github.com/csmith-project/csmith/archive/refs/tags/csmith-2.3.0.tar.gz", - ], - sha256="ba871c1e5a05a71ecd1af514fedba30561b16ee80b8dd5ba8f884eaded47009f", - ) + outpath="-" # Write to stdout. ) - # Csmith uses a standard `configure` + `make install` build process. - with tempfile.TemporaryDirectory( - dir=transient_cache_path("."), prefix="csmith-" - ) as d: - with tarfile.open(fileobj=tar_data, mode="r:gz") as arc: - arc.extractall(d) - - # The path of the extracted sources. - src_dir = Path(d) / "csmith-csmith-2.3.0" - - logger.debug("Configuring Csmith at %s", d) - configure = subprocess.Popen( - ["./configure", f"--prefix={install_root}"], - cwd=src_dir, - stdout=subprocess.PIPE, - stderr=subprocess.PIPE, - universal_newlines=True, - ) - stdout, stderr = configure.communicate(timeout=600) - if configure.returncode: - raise CsmithBuildError("./configure", stdout, stderr) - - logger.debug("Installing Csmith to %s", install_root) - make = subprocess.Popen( - ["make", "-j", "install"], - cwd=src_dir, - stdout=subprocess.PIPE, - stderr=subprocess.PIPE, - universal_newlines=True, - ) - stdout, stderr = make.communicate(timeout=600) - if make.returncode: - raise CsmithBuildError("make install", stdout, stderr) @property def size(self) -> int: # Actually 2^32 - 1, but practically infinite for all intents and # purposes. - return float("inf") + return 0 def benchmark_uris(self) -> Iterable[str]: return (f"{self.name}/{i}" for i in range(UINT_MAX)) @@ -231,28 +163,52 @@ def _random_benchmark(self, random_state: np.random.Generator) -> Benchmark: seed = random_state.integers(UINT_MAX) return self.benchmark_from_seed(seed) - def benchmark_from_seed(self, seed: int) -> CsmithBenchmark: + def benchmark_from_seed( + self, seed: int, max_retries: int = 3, retry_count: int = 0 + ) -> CsmithBenchmark: """Get a benchmark from a uint32 seed. :param seed: A number in the range 0 <= n < 2^32. :return: A benchmark instance. + + :raises OSError: If Csmith fails. + + :raises BenchmarkInitError: If the C program generated by Csmith cannot + be lowered to LLVM-IR. """ + if retry_count >= max_retries: + raise OSError( + f"Csmith failed after {retry_count} {plural(retry_count, 'attempt', 'attempts')} " + f"with seed {seed}" + ) + self.install() # Run csmith with the given seed and pipe the output to clang to # assemble a bitcode. self.logger.debug("Exec csmith --seed %d", seed) csmith = subprocess.Popen( - [str(self.csmith_path), "--seed", str(seed)], + [str(self.csmith_bin_path), "--seed", str(seed)], stdout=subprocess.PIPE, - stderr=subprocess.DEVNULL, + stderr=subprocess.PIPE, ) # Generate the C source. - src, _ = csmith.communicate(timeout=300) + src, stderr = csmith.communicate(timeout=300) if csmith.returncode: - raise OSError(f"Csmith failed with seed {seed}") + try: + stderr = "\n".join( + truncate(stderr.decode("utf-8"), max_line_len=200, max_lines=20) + ) + logging.info(f"Csmith failed with seed {seed}: {stderr}") + except UnicodeDecodeError: + # Failed to interpret the stderr output, generate a generic + # error message. + logging.info(f"Csmith failed with seed {seed}") + return self.benchmark_from_seed( + seed, max_retries=max_retries, retry_count=retry_count + 1 + ) # Compile to IR. clang = subprocess.Popen( diff --git a/compiler_gym/envs/llvm/datasets/llvm_stress.py b/compiler_gym/envs/llvm/datasets/llvm_stress.py index 6c9aeca8f..130add7a7 100644 --- a/compiler_gym/envs/llvm/datasets/llvm_stress.py +++ b/compiler_gym/envs/llvm/datasets/llvm_stress.py @@ -50,7 +50,7 @@ def __init__(self, site_data_base: Path, sort_order: int = 0): def size(self) -> int: # Actually 2^32 - 1, but practically infinite for all intents and # purposes. - return float("inf") + return 0 def benchmark_uris(self) -> Iterable[str]: return (f"{self.name}/{i}" for i in range(UINT_MAX)) diff --git a/compiler_gym/envs/llvm/llvm_benchmark.py b/compiler_gym/envs/llvm/llvm_benchmark.py index 58cc4f10e..a7391a898 100644 --- a/compiler_gym/envs/llvm/llvm_benchmark.py +++ b/compiler_gym/envs/llvm/llvm_benchmark.py @@ -3,6 +3,7 @@ # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. """This module defines a utility function for constructing LLVM benchmarks.""" +import logging import os import random import subprocess @@ -33,25 +34,31 @@ def _communicate(process, input=None, timeout=None): raise -def _get_system_includes() -> Iterable[Path]: +def get_compiler_includes(compiler: str) -> Iterable[Path]: """Run the system compiler in verbose mode on a dummy input to get the system header search path. """ - system_compiler = os.environ.get("CXX", "c++") # Create a temporary directory to write the compiled 'binary' to, since # GNU assembler does not support piping to stdout. with tempfile.TemporaryDirectory() as d: - process = subprocess.Popen( - [system_compiler, "-xc++", "-v", "-c", "-", "-o", str(Path(d) / "a.out")], - stdout=subprocess.DEVNULL, - stderr=subprocess.PIPE, - stdin=subprocess.PIPE, - universal_newlines=True, - ) + try: + process = subprocess.Popen( + [compiler, "-xc++", "-v", "-c", "-", "-o", str(Path(d) / "a.out")], + stdout=subprocess.DEVNULL, + stderr=subprocess.PIPE, + stdin=subprocess.PIPE, + universal_newlines=True, + ) + except FileNotFoundError as e: + raise OSError( + f"Failed to invoke {compiler}. " + f"Is there a working system compiler?\n" + f"Error: {e}" + ) from e _, stderr = _communicate(process, input="", timeout=30) if process.returncode: raise OSError( - f"Failed to invoke {system_compiler}. " + f"Failed to invoke {compiler}. " f"Is there a working system compiler?\n" f"Error: {stderr.strip()}" ) @@ -80,7 +87,7 @@ def _get_system_includes() -> Iterable[Path]: in_search_list = True else: raise OSError( - f"Failed to parse '#include <...>' search paths from {system_compiler}:\n" + f"Failed to parse '#include <...>' search paths from {compiler}:\n" f"{stderr.strip()}" ) @@ -103,7 +110,11 @@ def get_system_includes() -> List[Path]: # Memoize the system includes paths. global _SYSTEM_INCLUDES if _SYSTEM_INCLUDES is None: - _SYSTEM_INCLUDES = list(_get_system_includes()) + system_compiler = os.environ.get("CXX", "c++") + try: + _SYSTEM_INCLUDES = list(get_compiler_includes(system_compiler)) + except OSError as e: + logging.warning("%s", e) return _SYSTEM_INCLUDES diff --git a/compiler_gym/envs/llvm/llvm_env.py b/compiler_gym/envs/llvm/llvm_env.py index 12aeda589..e19e9fe66 100644 --- a/compiler_gym/envs/llvm/llvm_env.py +++ b/compiler_gym/envs/llvm/llvm_env.py @@ -184,6 +184,10 @@ def __init__( ], ) + # If the user sets a runtimes_per_observation value, this must be + # configured on every call to reset(). + self._runtimes_per_observation_count: Optional[int] = None + self.inst2vec = _INST2VEC_ENCODER self.observation.spaces["CpuInfo"].space = DictSpace( @@ -292,16 +296,29 @@ def __init__( def reset(self, *args, **kwargs): try: - return super().reset(*args, **kwargs) + observation = super().reset(*args, **kwargs) except ValueError as e: - # Catch and re-raise a compilation error with a more informative - # error type. + # Catch and re-raise some known benchmark initialization errors with + # a more informative error type. if "Failed to compute .text size cost" in str(e): raise BenchmarkInitError( f"Failed to initialize benchmark {self._benchmark_in_use.uri}: {e}" ) from e + elif ( + "File not found:" in str(e) + or "File is empty:" in str(e) + or "Error reading file:" in str(e) + ): + raise BenchmarkInitError(str(e)) from e raise + # Resend the runtimes-per-observation session parameter, if it is a + # non-default value. + if self._runtimes_per_observation_count is not None: + self.runtime_observation_count = self._runtimes_per_observation_count + + return observation + def make_benchmark( self, inputs: Union[ @@ -495,3 +512,33 @@ def render( print(self.ir) else: return super().render(mode) + + @property + def runtime_observation_count(self) -> int: + """The number of runtimes to return for the Runtime observation space. + + See the :ref:`Runtime observation space reference ` + for further details. + + Example usage: + + >>> env = compiler_gym.make("llvm-v0") + >>> env.reset() + >>> env.runtime_observation_count = 10 + >>> len(env.observation.Runtime()) + 10 + + :getter: Returns the number of runtimes that will be returned when a + :code:`Runtime` observation is requested. + + :setter: Set the number of runtimes to compute when a :code:`Runtime` + observation is requested. + + :type: int + """ + return int(self.send_param("llvm.get_runtimes_per_observation_count", "")) + + @runtime_observation_count.setter + def runtime_observation_count(self, n: int) -> None: + self._runtimes_per_observation_count = n + self.send_param("llvm.set_runtimes_per_observation_count", str(n)) diff --git a/compiler_gym/envs/llvm/llvm_rewards.py b/compiler_gym/envs/llvm/llvm_rewards.py index 17d6baf8e..e674591ee 100644 --- a/compiler_gym/envs/llvm/llvm_rewards.py +++ b/compiler_gym/envs/llvm/llvm_rewards.py @@ -36,9 +36,10 @@ def __init__(self, cost_function: str, init_cost_function: str, **kwargs): self.init_cost_function: str = init_cost_function self.previous_cost: Optional[ObservationType] = None - def reset(self, benchmark: Benchmark) -> None: + def reset(self, benchmark: Benchmark, observation_view: ObservationView) -> None: """Called on env.reset(). Reset incremental progress.""" del benchmark # unused + del observation_view # unused self.previous_cost = None def update( @@ -68,9 +69,9 @@ def __init__(self, **kwargs): self.cost_norm: Optional[ObservationType] = None self.benchmark: Benchmark = None - def reset(self, benchmark: str) -> None: + def reset(self, benchmark: str, observation_view: ObservationView) -> None: """Called on env.reset(). Reset incremental progress.""" - super().reset(benchmark) + super().reset(benchmark, observation_view) # The benchmark has changed so we must compute a new cost normalization # value. If the benchmark has not changed then the previously computed # value is still valid. diff --git a/compiler_gym/envs/llvm/service/BUILD b/compiler_gym/envs/llvm/service/BUILD index ab7cc0b24..ccd9d5e08 100644 --- a/compiler_gym/envs/llvm/service/BUILD +++ b/compiler_gym/envs/llvm/service/BUILD @@ -86,6 +86,10 @@ cc_library( ], deps = [ ":Cost", + "//compiler_gym/service/proto:compiler_gym_service_cc", + "//compiler_gym/util:GrpcStatusMacros", + "//compiler_gym/util:RunfilesPath", + "//compiler_gym/util:Subprocess", "@boost//:filesystem", "@com_github_grpc_grpc//:grpc++", "@fmt", @@ -180,6 +184,7 @@ cc_library( hdrs = ["ObservationSpaces.h"], visibility = ["//tests:__subpackages__"], deps = [ + ":Benchmark", "//compiler_gym/service/proto:compiler_gym_service_cc", "//compiler_gym/third_party/llvm:InstCount", "//compiler_gym/util:EnumUtil", diff --git a/compiler_gym/envs/llvm/service/Benchmark.cc b/compiler_gym/envs/llvm/service/Benchmark.cc index 31799e8a4..775aaad6f 100644 --- a/compiler_gym/envs/llvm/service/Benchmark.cc +++ b/compiler_gym/envs/llvm/service/Benchmark.cc @@ -8,7 +8,13 @@ #include #include +#include +#include +#include +#include "compiler_gym/util/GrpcStatusMacros.h" +#include "compiler_gym/util/RunfilesPath.h" +#include "compiler_gym/util/Subprocess.h" #include "llvm/ADT/SmallVector.h" #include "llvm/Bitcode/BitcodeReader.h" #include "llvm/Bitcode/BitcodeWriter.h" @@ -17,6 +23,8 @@ #include "llvm/Support/SHA1.h" namespace fs = boost::filesystem; +namespace sys = boost::system; + using grpc::Status; using grpc::StatusCode; @@ -43,6 +51,28 @@ std::unique_ptr makeModuleOrDie(llvm::LLVMContext& context, const return module; } +void substringReplace(const std::string& pattern, const std::string& replacement, + std::string& str) { + size_t pos = 0; + while (true) { + pos = str.find(pattern, pos); + if (pos == std::string::npos) { + break; + } + + str.replace(pos, pattern.size(), replacement); + pos += pattern.size(); + } +} + +std::string expandBuildCommand(const std::string& cmd, const fs::path& scratchDirectory) { + std::string out = cmd; + const auto clangPath = util::getSiteDataPath("llvm-v0/bin/clang"); + substringReplace("$CC", clangPath.string(), out); + substringReplace("$<", (scratchDirectory / "out.bc").string(), out); + return out; +} + } // anonymous namespace Status readBitcodeFile(const fs::path& path, Bitcode* bitcode) { @@ -107,28 +137,51 @@ std::unique_ptr makeModule(llvm::LLVMContext& context, const Bitco // A benchmark is an LLVM module and the LLVM context that owns it. Benchmark::Benchmark(const std::string& name, const Bitcode& bitcode, - const fs::path& workingDirectory, const BaselineCosts& baselineCosts) + const BenchmarkDynamicConfig& dynamicConfig, const fs::path& workingDirectory, + const BaselineCosts& baselineCosts) : context_(std::make_unique()), module_(makeModuleOrDie(*context_, bitcode, name)), + dynamicConfig_(dynamicConfig), + scratchDirectory_(fs::unique_path(workingDirectory / "scratch-%%%%-%%%%")), + buildCmd_(expandBuildCommand(dynamicConfig.build_cmd(), scratchDirectory_)), + isBuildable_(dynamicConfig.build_cmd().size()), + isRunnable_(dynamicConfig.build_cmd().size() && dynamicConfig.run_cmd().size()), baselineCosts_(baselineCosts), name_(name), - bitcodeSize_(bitcode.size()) {} + needsRecompile_(true), + runtimesPerObservationCount_(kDefaultRuntimesPerObservationCount), + buildtimesPerObservationCount_(kDefaultBuildtimesPerObservationCount) { + sys::error_code ec; + fs::create_directory(scratchDirectory(), ec); + CHECK(!ec) << "Failed to create scratch directory: " << scratchDirectory(); +} Benchmark::Benchmark(const std::string& name, std::unique_ptr context, - std::unique_ptr module, size_t bitcodeSize, - const fs::path& workingDirectory, const BaselineCosts& baselineCosts) + std::unique_ptr module, + const BenchmarkDynamicConfig& dynamicConfig, const fs::path& workingDirectory, + const BaselineCosts& baselineCosts) : context_(std::move(context)), module_(std::move(module)), + dynamicConfig_(dynamicConfig), + scratchDirectory_(fs::unique_path(workingDirectory / "scratch-%%%%-%%%%")), + buildCmd_(expandBuildCommand(dynamicConfig.build_cmd(), scratchDirectory_)), + isBuildable_(dynamicConfig.build_cmd().size()), + isRunnable_(dynamicConfig.build_cmd().size() && dynamicConfig.run_cmd().size()), baselineCosts_(baselineCosts), name_(name), - bitcodeSize_(bitcodeSize) {} + needsRecompile_(true) { + sys::error_code ec; + fs::create_directory(scratchDirectory(), ec); + CHECK(!ec) << "Failed to create scratch directory: " << scratchDirectory(); +} std::unique_ptr Benchmark::clone(const fs::path& workingDirectory) const { Bitcode bitcode; llvm::raw_svector_ostream ostream(bitcode); llvm::WriteBitcodeToFile(module(), ostream); - return std::make_unique(name(), bitcode, workingDirectory, baselineCosts()); + return std::make_unique(name(), bitcode, dynamicConfig(), workingDirectory, + baselineCosts()); } BenchmarkHash Benchmark::module_hash() const { return getModuleHash(*module_); } @@ -143,4 +196,109 @@ Status Benchmark::verify_module() { return Status::OK; } +Status Benchmark::writeBitcodeToFile(const fs::path& path) { + std::error_code error; + llvm::raw_fd_ostream outfile(path.string(), error); + if (error.value()) { + return Status(StatusCode::INTERNAL, + fmt::format("Failed to write bitcode file: {}", path.string())); + } + llvm::WriteBitcodeToFile(module(), outfile); + return Status::OK; +} + +Status Benchmark::computeRuntime(Observation& observation) { + if (!isRunnable()) { + return Status::OK; + } + + RETURN_IF_ERROR(compile()); + + // Run the pre-execution hooks. + for (int i = 0; i < dynamicConfig().pre_run_cmd_size(); ++i) { + RETURN_IF_ERROR(util::checkCall(dynamicConfig().pre_run_cmd(i), + dynamicConfig().pre_run_cmd_timeout_seconds(), + scratchDirectory())); + } + + // Run the binary. + VLOG(3) << "Run: " << dynamicConfig().run_cmd(); + for (int i = 0; i < getRuntimesPerObservationCount(); ++i) { + const std::chrono::time_point start = + std::chrono::steady_clock::now(); + RETURN_IF_ERROR(util::checkCall(dynamicConfig().run_cmd(), + dynamicConfig().run_cmd_timeout_seconds(), scratchDirectory())); + const auto end = std::chrono::steady_clock::now(); + observation.mutable_double_list()->add_value( + static_cast( + std::chrono::duration_cast(end - start).count()) / + 1000000); + } + + // Run the post-execution hooks. + for (int i = 0; i < dynamicConfig().post_run_cmd_size(); ++i) { + RETURN_IF_ERROR(util::checkCall(dynamicConfig().post_run_cmd(i), + dynamicConfig().post_run_cmd_timeout_seconds(), + scratchDirectory())); + } + + return Status::OK; +} + +Status Benchmark::computeBuildtime(Observation& observation) { + if (!isBuildable()) { + return Status::OK; + } + + RETURN_IF_ERROR(compile()); + + observation.mutable_double_list()->add_value(static_cast(lastBuildTimeMicroseconds()) / + 1000000); + + return Status::OK; +} + +Status Benchmark::compile() { + if (!isRunnable()) { + return Status::OK; + } + + if (!needsRecompile_) { + return Status::OK; + } + + // Write the bitcode to a file. + RETURN_IF_ERROR(writeBitcodeToFile(scratchDirectory() / "out.bc")); + VLOG(3) << "Compile: " << buildCmd_; + + // Build the bitcode. + const std::chrono::time_point start = std::chrono::steady_clock::now(); + RETURN_IF_ERROR( + util::checkCall(buildCmd_, dynamicConfig().build_cmd_timeout_seconds(), scratchDirectory())); + const auto end = std::chrono::steady_clock::now(); + + // If an output file path was specified, check that is generated. + if (dynamicConfig().build_genfile().size()) { + fs::path bin{dynamicConfig().build_genfile()}; + if (!bin.is_absolute()) { + bin = scratchDirectory() / bin; + } + if (!fs::exists(bin)) { + return Status(StatusCode::INTERNAL, + fmt::format("Compilation command '{}' did not produce expected file: {}", + buildCmd_, bin.string())); + } + } + + buildTimeMicroseconds_ = + std::chrono::duration_cast(end - start).count(); + + needsRecompile_ = false; + return Status::OK; +} + +bool Benchmark::applyBaselineOptimizations(unsigned optLevel, unsigned sizeLevel) { + return applyBaselineOptimizationsToModule(&module(), optLevel, sizeLevel); +} + } // namespace compiler_gym::llvm_service diff --git a/compiler_gym/envs/llvm/service/Benchmark.h b/compiler_gym/envs/llvm/service/Benchmark.h index 4074cd788..552f55e37 100644 --- a/compiler_gym/envs/llvm/service/Benchmark.h +++ b/compiler_gym/envs/llvm/service/Benchmark.h @@ -11,6 +11,7 @@ #include "boost/filesystem.hpp" #include "compiler_gym/envs/llvm/service/Cost.h" +#include "compiler_gym/service/proto/compiler_gym_service.pb.h" #include "include/llvm/IR/ModuleSummaryIndex.h" #include "llvm/IR/LLVMContext.h" #include "llvm/IR/Module.h" @@ -27,6 +28,16 @@ using BenchmarkHash = llvm::ModuleHash; */ using Bitcode = llvm::SmallString<0>; +/** The number of times a benchmark is executed. This can be overriden using + * the "llvm.set_runtimes_per_observation_count" session parameter. + */ +constexpr int kDefaultRuntimesPerObservationCount = 30; + +/** The number of times a benchmark is built. This can be overriden using + * the "llvm.set_buildtimes_per_observation_count" session parameter. + */ +constexpr int kDefaultBuildtimesPerObservationCount = 1; + /** * Read a bitcode file from disk. * @@ -65,13 +76,14 @@ class Benchmark { * Construct a benchmark from a bitcode. */ Benchmark(const std::string& name, const Bitcode& bitcode, + const BenchmarkDynamicConfig& dynamicConfig, const boost::filesystem::path& workingDirectory, const BaselineCosts& baselineCosts); /** * Construct a benchmark from an LLVM module. */ Benchmark(const std::string& name, std::unique_ptr context, - std::unique_ptr module, size_t bitcodeSize, + std::unique_ptr module, const BenchmarkDynamicConfig& dynamicConfig, const boost::filesystem::path& workingDirectory, const BaselineCosts& baselineCosts); /** @@ -97,15 +109,48 @@ class Benchmark { */ grpc::Status verify_module(); + /** + * Write the module bitcode to the given path. + */ + grpc::Status writeBitcodeToFile(const boost::filesystem::path& path); + + /** + * Compute a list of runtimes. + * + * If the benchmark is not runnable, the list is empty. + */ + grpc::Status computeRuntime(Observation& observation); + + /** + * Compute a list of buildtimes. + * + * If the benchmark is not buildable, the list is empty. + */ + grpc::Status computeBuildtime(Observation& observation); + + grpc::Status compile(); + + /** + * Apply the given baseline optimizations. + * + * @param optLevel The runtime optimization level. + * @param sizeLevel The size optimization level + * @return Whether the baseline optimizations modified the module. + */ + bool applyBaselineOptimizations(unsigned optLevel, unsigned sizeLevel); + + inline bool isBuildable() const { return isBuildable_; } + inline bool isRunnable() const { return isRunnable_; } + /** * The name of the benchmark. */ inline const std::string& name() const { return name_; } /** - * The size of the bitcode that was parsed to produce the initial benchmark. + * Mark that the LLVM module has been modified. */ - inline const size_t bitcodeSize() const { return bitcodeSize_; } + inline void markModuleModified() { needsRecompile_ = true; } /** * The underlying LLVM module. @@ -141,6 +186,11 @@ class Benchmark { */ inline const llvm::Module* module_ptr() const { return module_.get(); } + /** + * A reference to the dynamic observations object. + */ + inline const BenchmarkDynamicConfig& dynamicConfig() const { return dynamicConfig_; } + /** Replace the benchmark module with a new one. * * This is to enable out-of-process modification of the IR by serializing the @@ -149,18 +199,52 @@ class Benchmark { * * @param module A new module. */ - inline void replaceModule(std::unique_ptr module) { module_ = std::move(module); } + inline void replaceModule(std::unique_ptr module) { + module_ = std::move(module); + markModuleModified(); + } + + inline int64_t lastBuildTimeMicroseconds() { return buildTimeMicroseconds_; } + + inline int getRuntimesPerObservationCount() const { return runtimesPerObservationCount_; } + + inline void setRuntimesPerObservationCount(const int value) { + runtimesPerObservationCount_ = value; + } + + inline int getBuildtimesPerObservationCount() const { return buildtimesPerObservationCount_; } + + inline void setBuildtimesPerObservationCount(const int value) { + buildtimesPerObservationCount_ = value; + } private: + inline const boost::filesystem::path& scratchDirectory() const { return scratchDirectory_; } + inline const boost::filesystem::path workingDirectory() const { + return scratchDirectory_.parent_path(); + } + // NOTE(cummins): Order here is important! The LLVMContext must be declared // before Module, as class members are destroyed in the reverse order they are // declared, and a module must never outlive its context. std::unique_ptr context_; std::unique_ptr module_; + const BenchmarkDynamicConfig dynamicConfig_; + const boost::filesystem::path scratchDirectory_; + const std::string buildCmd_; + const bool isBuildable_; + const bool isRunnable_; const BaselineCosts baselineCosts_; + /** The directory used for storing build / runtime artifacts. The difference + * between the scratch directory and the working directory is that the working + * directory may be shared across multiple Benchmark instances. The scratch + * directory is unique. + */ const std::string name_; - // The length of the bitcode string for this benchmark. - const size_t bitcodeSize_; + bool needsRecompile_; + int64_t buildTimeMicroseconds_; + int runtimesPerObservationCount_; + int buildtimesPerObservationCount_; }; } // namespace compiler_gym::llvm_service diff --git a/compiler_gym/envs/llvm/service/BenchmarkFactory.cc b/compiler_gym/envs/llvm/service/BenchmarkFactory.cc index d63af6d32..d90f7255f 100644 --- a/compiler_gym/envs/llvm/service/BenchmarkFactory.cc +++ b/compiler_gym/envs/llvm/service/BenchmarkFactory.cc @@ -29,11 +29,12 @@ namespace compiler_gym::llvm_service { BenchmarkFactory::BenchmarkFactory(const boost::filesystem::path& workingDirectory, std::optional rand, - size_t maxLoadedBenchmarkSize) + size_t maxLoadedBenchmarksCount) : workingDirectory_(workingDirectory), rand_(rand.has_value() ? *rand : std::mt19937_64(std::random_device()())), - loadedBenchmarksSize_(0), - maxLoadedBenchmarkSize_(maxLoadedBenchmarkSize) { + maxLoadedBenchmarksCount_(maxLoadedBenchmarksCount) { + CHECK(maxLoadedBenchmarksCount) << "Assertion maxLoadedBenchmarksCount > 0 failed! " + << "maxLoadedBenchmarksCount = " << maxLoadedBenchmarksCount; VLOG(2) << "BenchmarkFactory initialized"; } @@ -42,6 +43,7 @@ Status BenchmarkFactory::getBenchmark(const BenchmarkProto& benchmarkMessage, // Check if the benchmark has already been loaded into memory. auto loaded = benchmarks_.find(benchmarkMessage.uri()); if (loaded != benchmarks_.end()) { + VLOG(3) << "LLVM benchmark cache hit: " << benchmarkMessage.uri(); *benchmark = loaded->second.clone(workingDirectory_); return Status::OK; } @@ -50,12 +52,15 @@ Status BenchmarkFactory::getBenchmark(const BenchmarkProto& benchmarkMessage, const auto& programFile = benchmarkMessage.program(); switch (programFile.data_case()) { case compiler_gym::File::DataCase::kContents: { + VLOG(3) << "LLVM benchmark cache miss, add bitcode: " << benchmarkMessage.uri(); RETURN_IF_ERROR(addBitcode( benchmarkMessage.uri(), - llvm::SmallString<0>(programFile.contents().begin(), programFile.contents().end()))); + llvm::SmallString<0>(programFile.contents().begin(), programFile.contents().end()), + benchmarkMessage.dynamic_config())); break; } case compiler_gym::File::DataCase::kUri: { + VLOG(3) << "LLVM benchmark cache miss, read from URI: " << benchmarkMessage.uri(); // Check the protocol of the benchmark URI. if (programFile.uri().find("file:///") != 0) { return Status(StatusCode::INVALID_ARGUMENT, @@ -65,7 +70,7 @@ Status BenchmarkFactory::getBenchmark(const BenchmarkProto& benchmarkMessage, } const fs::path path(programFile.uri().substr(util::strLen("file:///"), std::string::npos)); - RETURN_IF_ERROR(addBitcode(benchmarkMessage.uri(), path)); + RETURN_IF_ERROR(addBitcode(benchmarkMessage.uri(), path, benchmarkMessage.dynamic_config())); break; } case compiler_gym::File::DataCase::DATA_NOT_SET: @@ -76,53 +81,49 @@ Status BenchmarkFactory::getBenchmark(const BenchmarkProto& benchmarkMessage, return getBenchmark(benchmarkMessage, benchmark); } -Status BenchmarkFactory::addBitcode(const std::string& uri, const Bitcode& bitcode) { +Status BenchmarkFactory::addBitcode(const std::string& uri, const Bitcode& bitcode, + std::optional dynamicConfig) { Status status; std::unique_ptr context = std::make_unique(); std::unique_ptr module = makeModule(*context, bitcode, uri, &status); RETURN_IF_ERROR(status); DCHECK(module); - const size_t bitcodeSize = bitcode.size(); - if (loadedBenchmarksSize_ + bitcodeSize > maxLoadedBenchmarkSize_) { - VLOG(2) << "Adding new bitcode with size " << bitcodeSize - << " exceeds maximum in-memory cache capacity " << maxLoadedBenchmarkSize_ << ", " - << benchmarks_.size() << " bitcodes"; - int evicted = 0; - // Evict benchmarks until we have reduced capacity below 50%. - const size_t targetCapacity = maxLoadedBenchmarkSize_ / 2; - while (benchmarks_.size() && loadedBenchmarksSize_ > targetCapacity) { + if (benchmarks_.size() == maxLoadedBenchmarksCount_) { + VLOG(2) << "LLVM benchmark cache reached maximum size " << maxLoadedBenchmarksCount_ + << ". Evicting random 50%."; + for (int i = 0; i < static_cast(maxLoadedBenchmarksCount_ / 2); ++i) { // Select a cached benchmark randomly. std::uniform_int_distribution distribution(0, benchmarks_.size() - 1); size_t index = distribution(rand_); auto iterator = std::next(std::begin(benchmarks_), index); // Evict the benchmark from the pool of loaded benchmarks. - ++evicted; - loadedBenchmarksSize_ -= iterator->second.bitcodeSize(); benchmarks_.erase(iterator); } - - VLOG(3) << "Evicted " << evicted << " benchmarks. Bitcode cache size now " - << loadedBenchmarksSize_ << ", " << benchmarks_.size() << " bitcodes"; } BaselineCosts baselineCosts; RETURN_IF_ERROR(setBaselineCosts(*module, &baselineCosts, workingDirectory_)); - benchmarks_.insert({uri, Benchmark(uri, std::move(context), std::move(module), bitcodeSize, - workingDirectory_, baselineCosts)}); - loadedBenchmarksSize_ += bitcodeSize; + benchmarks_.insert( + {uri, Benchmark(uri, std::move(context), std::move(module), + (dynamicConfig.has_value() ? *dynamicConfig : BenchmarkDynamicConfig()), + workingDirectory_, baselineCosts)}); + + VLOG(2) << "Cached LLVM benchmark: " << uri << ". Cache size = " << benchmarks_.size() + << " items"; return Status::OK; } -Status BenchmarkFactory::addBitcode(const std::string& uri, const fs::path& path) { +Status BenchmarkFactory::addBitcode(const std::string& uri, const fs::path& path, + std::optional dynamicConfig) { VLOG(2) << "addBitcode(" << path.string() << ")"; Bitcode bitcode; RETURN_IF_ERROR(readBitcodeFile(path, &bitcode)); - return addBitcode(uri, bitcode); + return addBitcode(uri, bitcode, dynamicConfig); } } // namespace compiler_gym::llvm_service diff --git a/compiler_gym/envs/llvm/service/BenchmarkFactory.h b/compiler_gym/envs/llvm/service/BenchmarkFactory.h index f274641af..bd30974bd 100644 --- a/compiler_gym/envs/llvm/service/BenchmarkFactory.h +++ b/compiler_gym/envs/llvm/service/BenchmarkFactory.h @@ -22,15 +22,14 @@ namespace compiler_gym::llvm_service { /** - * Maximum number of bytes before benchmark cache eviction. + * Maximum number of benchmark instances to cache before eviction. * * Benchmarks are loaded from disk and cached in-memory so that future uses do * not require a disk access. The number of benchmarks that may be - * simultaneously loaded is limited by the combined size of the bitcodes, in - * bytes. Once this size is reached, benchmarks are offloaded so that they must - * be re-read from disk. + * simultaneously loaded is specified here. Once this number is reached, 50% of + * the cached benchmarks are selected randomly and evicted. */ -constexpr size_t kMaxLoadedBenchmarkSize = 512 * 1024 * 1024; +constexpr size_t kMaxLoadedBenchmarksCount = 128; /** * A factory object for instantiating LLVM modules for use in optimization @@ -52,14 +51,14 @@ class BenchmarkFactory { * @param workingDirectory The working directory. * @param rand An optional random number generator. This is used for cache * evictions. - * @param maxLoadedBenchmarkSize The maximum size in bytes of the benchmark - * cache before evictions. + * @param maxLoadedBenchmarksCount The maximum number of benchmarks to cache. * @return The benchmark factory singleton instance. */ - static BenchmarkFactory& getSingleton(const boost::filesystem::path& workingDirectory, - std::optional rand = std::nullopt, - size_t maxLoadedBenchmarkSize = kMaxLoadedBenchmarkSize) { - static BenchmarkFactory instance(workingDirectory, rand, maxLoadedBenchmarkSize); + static BenchmarkFactory& getSingleton( + const boost::filesystem::path& workingDirectory, + std::optional rand = std::nullopt, + size_t maxLoadedBenchmarksCount = kMaxLoadedBenchmarksCount) { + static BenchmarkFactory instance(workingDirectory, rand, maxLoadedBenchmarksCount); return instance; } @@ -75,10 +74,13 @@ class BenchmarkFactory { std::unique_ptr* benchmark); private: - [[nodiscard]] grpc::Status addBitcode(const std::string& uri, const Bitcode& bitcode); + [[nodiscard]] grpc::Status addBitcode( + const std::string& uri, const Bitcode& bitcode, + std::optional dynamicConfig = std::nullopt); - [[nodiscard]] grpc::Status addBitcode(const std::string& uri, - const boost::filesystem::path& path); + [[nodiscard]] grpc::Status addBitcode( + const std::string& uri, const boost::filesystem::path& path, + std::optional dynamicConfig = std::nullopt); /** * Construct a benchmark factory. @@ -87,13 +89,12 @@ class BenchmarkFactory { * files. * @param rand is a random seed used to control the selection of random * benchmarks. - * @param maxLoadedBenchmarkSize is the maximum combined size of the bitcodes + * @param maxLoadedBenchmarksCount is the maximum combined size of the bitcodes * that may be cached in memory. Once this size is reached, benchmarks are * offloaded so that they must be re-read from disk. */ BenchmarkFactory(const boost::filesystem::path& workingDirectory, - std::optional rand = std::nullopt, - size_t maxLoadedBenchmarkSize = kMaxLoadedBenchmarkSize); + std::optional rand, size_t maxLoadedBenchmarksCount); BenchmarkFactory(const BenchmarkFactory&) = delete; BenchmarkFactory& operator=(const BenchmarkFactory&) = delete; @@ -106,10 +107,9 @@ class BenchmarkFactory { const boost::filesystem::path workingDirectory_; std::mt19937_64 rand_; /** - * The current and maximum allowed sizes of the loaded benchmarks. + * The maximum allowed size of the benchmark cache. */ - size_t loadedBenchmarksSize_; - const size_t maxLoadedBenchmarkSize_; + const size_t maxLoadedBenchmarksCount_; }; } // namespace compiler_gym::llvm_service diff --git a/compiler_gym/envs/llvm/service/Cost.cc b/compiler_gym/envs/llvm/service/Cost.cc index 54c785389..660e02493 100644 --- a/compiler_gym/envs/llvm/service/Cost.cc +++ b/compiler_gym/envs/llvm/service/Cost.cc @@ -28,31 +28,6 @@ namespace compiler_gym::llvm_service { namespace { -// Apply the optimizations from a given LLVM optimization level. -bool applyBaselineOptimizations(llvm::Module* module, unsigned optLevel, unsigned sizeLevel) { - llvm::legacy::PassManager passManager; - llvm::legacy::FunctionPassManager functionPassManager(module); - - llvm::PassManagerBuilder builder; - builder.OptLevel = optLevel; - builder.SizeLevel = sizeLevel; - if (optLevel > 1) { - builder.Inliner = llvm::createFunctionInliningPass(optLevel, sizeLevel, false); - } - - builder.populateFunctionPassManager(functionPassManager); - builder.populateModulePassManager(passManager); - - bool changed = passManager.run(*module); - changed |= (functionPassManager.doInitialization() ? 1 : 0); - for (auto& function : *module) { - changed |= (functionPassManager.run(function) ? 1 : 0); - } - changed |= (functionPassManager.doFinalization() ? 1 : 0); - - return changed; -} - // Serialize the module to a string. std::string moduleToString(llvm::Module& module) { std::string str; @@ -144,6 +119,39 @@ inline size_t getBaselineCostIndex(LlvmBaselinePolicy policy, LlvmCostFunction c } // anonymous namespace +/** + * Apply the given baseline optimizations. + * + * @param module The module to optimize. + * @param optLevel The runtime optimization level. + * @param sizeLevel The size optimization level + * @return Whether the baseline optimizations modified the module. + */ +bool applyBaselineOptimizationsToModule(llvm::Module* module, unsigned optLevel, + unsigned sizeLevel) { + llvm::legacy::PassManager passManager; + llvm::legacy::FunctionPassManager functionPassManager(module); + + llvm::PassManagerBuilder builder; + builder.OptLevel = optLevel; + builder.SizeLevel = sizeLevel; + if (optLevel > 1) { + builder.Inliner = llvm::createFunctionInliningPass(optLevel, sizeLevel, false); + } + + builder.populateFunctionPassManager(functionPassManager); + builder.populateModulePassManager(passManager); + + bool changed = passManager.run(*module); + changed |= (functionPassManager.doInitialization() ? 1 : 0); + for (auto& function : *module) { + changed |= (functionPassManager.run(function) ? 1 : 0); + } + changed |= (functionPassManager.doFinalization() ? 1 : 0); + + return changed; +} + Status setCost(const LlvmCostFunction& costFunction, llvm::Module& module, const fs::path& workingDirectory, double* cost) { switch (costFunction) { @@ -195,10 +203,10 @@ Status setBaselineCosts(llvm::Module& unoptimizedModule, BaselineCosts* baseline // Create a copy of the unoptimized module and apply the default set of LLVM // optimizations. std::unique_ptr moduleOz = llvm::CloneModule(unoptimizedModule); - applyBaselineOptimizations(moduleOz.get(), /*optLevel=*/2, /*sizeLevel=*/2); + applyBaselineOptimizationsToModule(moduleOz.get(), /*optLevel=*/2, /*sizeLevel=*/2); std::unique_ptr moduleO3 = llvm::CloneModule(unoptimizedModule); - applyBaselineOptimizations(moduleO3.get(), /*optLevel=*/3, /*sizeLevel=*/0); + applyBaselineOptimizationsToModule(moduleO3.get(), /*optLevel=*/3, /*sizeLevel=*/0); for (const auto policy : magic_enum::enum_values()) { // Set the baseline module. diff --git a/compiler_gym/envs/llvm/service/Cost.h b/compiler_gym/envs/llvm/service/Cost.h index c5a467100..d402ca6ab 100644 --- a/compiler_gym/envs/llvm/service/Cost.h +++ b/compiler_gym/envs/llvm/service/Cost.h @@ -51,6 +51,17 @@ constexpr size_t numBaselineCosts = magic_enum::enum_count() using BaselineCosts = std::array; using PreviousCosts = std::array, numCosts>; +/** + * Apply the given baseline optimizations. + * + * @param module The module to optimize. + * @param optLevel The runtime optimization level. + * @param sizeLevel The size optimization level + * @return Whether the baseline optimizations modified the module. + */ +bool applyBaselineOptimizationsToModule(llvm::Module* module, unsigned optLevel, + unsigned sizeLevel); + /** * Compute the cost using a given cost function. A lower cost is better. * diff --git a/compiler_gym/envs/llvm/service/LlvmSession.cc b/compiler_gym/envs/llvm/service/LlvmSession.cc index 0052a87c6..04182924b 100644 --- a/compiler_gym/envs/llvm/service/LlvmSession.cc +++ b/compiler_gym/envs/llvm/service/LlvmSession.cc @@ -10,6 +10,7 @@ #include #include +#include #include #include "boost/filesystem.hpp" @@ -57,47 +58,6 @@ llvm::TargetLibraryInfoImpl getTargetLibraryInfo(llvm::Module& module) { return llvm::TargetLibraryInfoImpl(triple); } -void initLlvm() { - llvm::InitializeAllTargets(); - llvm::InitializeAllTargetMCs(); - llvm::InitializeAllAsmPrinters(); - llvm::InitializeAllAsmParsers(); - - // Initialize passes. - llvm::PassRegistry& Registry = *llvm::PassRegistry::getPassRegistry(); - llvm::initializeCore(Registry); - llvm::initializeCoroutines(Registry); - llvm::initializeScalarOpts(Registry); - llvm::initializeObjCARCOpts(Registry); - llvm::initializeVectorization(Registry); - llvm::initializeIPO(Registry); - llvm::initializeAnalysis(Registry); - llvm::initializeTransformUtils(Registry); - llvm::initializeInstCombine(Registry); - llvm::initializeAggressiveInstCombine(Registry); - llvm::initializeInstrumentation(Registry); - llvm::initializeTarget(Registry); - llvm::initializeExpandMemCmpPassPass(Registry); - llvm::initializeScalarizeMaskedMemIntrinPass(Registry); - llvm::initializeCodeGenPreparePass(Registry); - llvm::initializeAtomicExpandPass(Registry); - llvm::initializeRewriteSymbolsLegacyPassPass(Registry); - llvm::initializeWinEHPreparePass(Registry); - llvm::initializeDwarfEHPreparePass(Registry); - llvm::initializeSafeStackLegacyPassPass(Registry); - llvm::initializeSjLjEHPreparePass(Registry); - llvm::initializePreISelIntrinsicLoweringLegacyPassPass(Registry); - llvm::initializeGlobalMergePass(Registry); - llvm::initializeIndirectBrExpandPassPass(Registry); - llvm::initializeInterleavedAccessPass(Registry); - llvm::initializeEntryExitInstrumenterPass(Registry); - llvm::initializePostInlineEntryExitInstrumenterPass(Registry); - llvm::initializeUnreachableBlockElimLegacyPassPass(Registry); - llvm::initializeExpandReductionsPass(Registry); - llvm::initializeWasmEHPreparePass(Registry); - llvm::initializeWriteBitcodePassPass(Registry); -} - Status writeBitcodeToFile(const llvm::Module& module, const fs::path& path) { std::error_code error; llvm::raw_fd_ostream outfile(path.string(), error); @@ -126,7 +86,6 @@ std::vector LlvmSession::getObservationSpaces() const { LlvmSession::LlvmSession(const boost::filesystem::path& workingDirectory) : CompilationSession(workingDirectory), observationSpaceNames_(util::createPascalCaseToEnumLookupTable()) { - initLlvm(); cpuinfo_initialize(); } @@ -158,7 +117,6 @@ Status LlvmSession::init(const LlvmActionSpace& actionSpace, std::unique_ptrmodule()); - // Verify the module now to catch any problems early. return Status::OK; } @@ -202,6 +160,45 @@ Status LlvmSession::computeObservation(const ObservationSpace& observationSpace, return Status::OK; } +Status LlvmSession::handleSessionParameter(const std::string& key, const std::string& value, + std::optional& reply) { + if (key == "llvm.set_runtimes_per_observation_count") { + const int ivalue = std::stoi(value); + if (ivalue < 1) { + return Status( + StatusCode::INVALID_ARGUMENT, + fmt::format("runtimes_per_observation_count must be >= 1. Received: {}", ivalue)); + } + benchmark().setRuntimesPerObservationCount(ivalue); + reply = value; + } else if (key == "llvm.get_runtimes_per_observation_count") { + reply = fmt::format("{}", benchmark().getRuntimesPerObservationCount()); + } else if (key == "llvm.set_buildtimes_per_observation_count") { + const int ivalue = std::stoi(value); + if (ivalue < 1) { + return Status( + StatusCode::INVALID_ARGUMENT, + fmt::format("buildtimes_per_observation_count must be >= 1. Received: {}", ivalue)); + } + benchmark().setBuildtimesPerObservationCount(ivalue); + reply = value; + } else if (key == "llvm.get_buildtimes_per_observation_count") { + reply = fmt::format("{}", benchmark().getBuildtimesPerObservationCount()); + } else if (key == "llvm.apply_baseline_optimizations") { + if (value == "-Oz") { + bool changed = benchmark().applyBaselineOptimizations(/*optLevel=*/2, /*sizeLevel=*/2); + reply = changed ? "1" : "0"; + } else if (value == "-O3") { + bool changed = benchmark().applyBaselineOptimizations(/*optLevel=*/3, /*sizeLevel=*/0); + reply = changed ? "1" : "0"; + } else { + return Status(StatusCode::INVALID_ARGUMENT, + fmt::format("Invalid value for llvm.apply_baseline_optimizations: {}", value)); + } + } + return Status::OK; +} + Status LlvmSession::applyPassAction(LlvmAction action, bool& actionHadNoEffect) { #ifdef EXPERIMENTAL_UNSTABLE_GVN_SINK_PASS // NOTE(https://github.com/facebookresearch/CompilerGym/issues/46): The @@ -220,6 +217,10 @@ Status LlvmSession::applyPassAction(LlvmAction action, bool& actionHadNoEffect) HANDLE_ACTION(action, HANDLE_PASS) #undef HANDLE_PASS + if (!actionHadNoEffect) { + benchmark().markModuleModified(); + } + return Status::OK; } @@ -330,7 +331,8 @@ Status LlvmSession::computeObservation(LlvmObservationSpace space, Observation& *reply.mutable_int64_list()->mutable_value() = {features.begin(), features.end()}; break; } - case LlvmObservationSpace::PROGRAML: { + case LlvmObservationSpace::PROGRAML: + case LlvmObservationSpace::PROGRAML_JSON: { // Build the ProGraML graph. programl::ProgramGraph graph; auto status = @@ -450,6 +452,20 @@ Status LlvmSession::computeObservation(LlvmObservationSpace space, Observation& break; } #endif + case LlvmObservationSpace::RUNTIME: { + return benchmark().computeRuntime(reply); + } + case LlvmObservationSpace::IS_BUILDABLE: { + reply.set_scalar_int64(benchmark().isBuildable() ? 1 : 0); + break; + } + case LlvmObservationSpace::IS_RUNNABLE: { + reply.set_scalar_int64(benchmark().isRunnable() ? 1 : 0); + break; + } + case LlvmObservationSpace::BUILDTIME: { + return benchmark().computeBuildtime(reply); + } } return Status::OK; diff --git a/compiler_gym/envs/llvm/service/LlvmSession.h b/compiler_gym/envs/llvm/service/LlvmSession.h index 69e050792..33dc302ee 100644 --- a/compiler_gym/envs/llvm/service/LlvmSession.h +++ b/compiler_gym/envs/llvm/service/LlvmSession.h @@ -60,6 +60,10 @@ class LlvmSession final : public CompilationSession { [[nodiscard]] grpc::Status computeObservation(const ObservationSpace& observationSpace, Observation& observation) final override; + [[nodiscard]] virtual grpc::Status handleSessionParameter( + const std::string& key, const std::string& value, + std::optional& reply) final override; + inline const LlvmActionSpace actionSpace() const { return actionSpace_; } private: diff --git a/compiler_gym/envs/llvm/service/ObservationSpaces.cc b/compiler_gym/envs/llvm/service/ObservationSpaces.cc index fd65d0a29..566a3b40e 100644 --- a/compiler_gym/envs/llvm/service/ObservationSpaces.cc +++ b/compiler_gym/envs/llvm/service/ObservationSpaces.cc @@ -8,6 +8,7 @@ #include +#include "compiler_gym/envs/llvm/service/Benchmark.h" #include "compiler_gym/third_party/llvm/InstCount.h" #include "compiler_gym/util/EnumUtil.h" #include "nlohmann/json.hpp" @@ -101,6 +102,21 @@ std::vector getLlvmObservationSpaceList() { *space.mutable_default_value()->mutable_string_value() = nodeLinkGraph.dump(); break; } + case LlvmObservationSpace::PROGRAML_JSON: { + // ProGraML serializes the graph to JSON. + ScalarRange encodedSize; + encodedSize.mutable_min()->set_value(0); + space.set_opaque_data_format("json://"); + *space.mutable_string_size_range() = encodedSize; + space.set_deterministic(true); + space.set_platform_dependent(false); + programl::ProgramGraph graph; + json nodeLinkGraph; + CHECK(programl::graph::format::ProgramGraphToNodeLinkGraph(graph, &nodeLinkGraph).ok()) + << "Failed to serialize default ProGraML graph"; + *space.mutable_default_value()->mutable_string_value() = nodeLinkGraph.dump(); + break; + } case LlvmObservationSpace::CPU_INFO: { // Hardware info is returned as a JSON ScalarRange encodedSize; @@ -147,6 +163,30 @@ std::vector getLlvmObservationSpaceList() { break; } #endif + case LlvmObservationSpace::RUNTIME: { + space.mutable_double_sequence()->mutable_length_range()->mutable_min()->set_value(0); + space.mutable_double_sequence()->mutable_scalar_range()->mutable_min()->set_value(0); + space.set_deterministic(false); + space.set_platform_dependent(true); + break; + } + case LlvmObservationSpace::BUILDTIME: { + space.mutable_double_sequence()->mutable_length_range()->mutable_min()->set_value(0); + space.mutable_double_sequence()->mutable_scalar_range()->mutable_min()->set_value(0); + space.set_deterministic(false); + space.set_platform_dependent(true); + break; + } + case LlvmObservationSpace::IS_BUILDABLE: + case LlvmObservationSpace::IS_RUNNABLE: { + auto featureSize = space.mutable_scalar_int64_range(); + featureSize->mutable_min()->set_value(0); + featureSize->mutable_max()->set_value(1); + space.set_deterministic(true); + space.set_platform_dependent(true); + space.mutable_default_value()->set_scalar_int64(0); + break; + } } spaces.push_back(space); } diff --git a/compiler_gym/envs/llvm/service/ObservationSpaces.h b/compiler_gym/envs/llvm/service/ObservationSpaces.h index e15371e3e..bb91bada6 100644 --- a/compiler_gym/envs/llvm/service/ObservationSpaces.h +++ b/compiler_gym/envs/llvm/service/ObservationSpaces.h @@ -45,7 +45,7 @@ enum class LlvmObservationSpace { */ AUTOPHASE, /** - * Returns the graph representation of a program. + * Returns the graph representation of a program as a networkx Graph. * * From: * @@ -54,6 +54,16 @@ enum class LlvmObservationSpace { * and Analysis. ArXiv:2003.10536. https://arxiv.org/abs/2003.10536 */ PROGRAML, + /** + * Returns the graph representation of a program as a JSON node-link graph. + * + * From: + * + * Cummins, C., Fisches, Z. V., Ben-Nun, T., Hoefler, T., & Leather, H. + * (2020). ProGraML: Graph-based Deep Learning for Program Optimization + * and Analysis. ArXiv:2003.10536. https://arxiv.org/abs/2003.10536 + */ + PROGRAML_JSON, /** A JSON dictionary of properties describing the CPU. */ CPU_INFO, /** The number of LLVM-IR instructions in the current module. */ @@ -82,6 +92,24 @@ enum class LlvmObservationSpace { /** The platform-dependent size of the .text section of the compiled binary. */ TEXT_SIZE_OZ, #endif + /** Return 1 if the benchmark is buildable, else 0. + */ + IS_BUILDABLE, + /** Return 1 if the benchmark is runnable, else 0. + */ + IS_RUNNABLE, + /** The runtime of the compiled program. + * + * Returns a list of runtime measurements in microseconds. This is not + * available to all benchmarks. When not available, a list of zeros are returned. + */ + RUNTIME, + /** The time it took to compile the program. + * + * Returns a list of measurments in seconds. This is not available to all + * benchmarks. When not available, a list of zeros are returned. + */ + BUILDTIME, }; /** Return the list of available observation spaces. */ diff --git a/compiler_gym/envs/llvm/service/RunService.cc b/compiler_gym/envs/llvm/service/RunService.cc index 6a76ae186..f271fd89a 100644 --- a/compiler_gym/envs/llvm/service/RunService.cc +++ b/compiler_gym/envs/llvm/service/RunService.cc @@ -4,10 +4,60 @@ // LICENSE file in the root directory of this source tree. #include "compiler_gym/envs/llvm/service/LlvmSession.h" #include "compiler_gym/service/runtime/Runtime.h" +#include "llvm/InitializePasses.h" +#include "llvm/Support/TargetSelect.h" const char* usage = R"(LLVM CompilerGym service)"; using namespace compiler_gym::runtime; using namespace compiler_gym::llvm_service; -int main(int argc, char** argv) { createAndRunCompilerGymService(argc, argv, usage); } +namespace { + +void initLlvm() { + llvm::InitializeAllTargets(); + llvm::InitializeAllTargetMCs(); + llvm::InitializeAllAsmPrinters(); + llvm::InitializeAllAsmParsers(); + + // Initialize passes. + llvm::PassRegistry& Registry = *llvm::PassRegistry::getPassRegistry(); + llvm::initializeCore(Registry); + llvm::initializeCoroutines(Registry); + llvm::initializeScalarOpts(Registry); + llvm::initializeObjCARCOpts(Registry); + llvm::initializeVectorization(Registry); + llvm::initializeIPO(Registry); + llvm::initializeAnalysis(Registry); + llvm::initializeTransformUtils(Registry); + llvm::initializeInstCombine(Registry); + llvm::initializeAggressiveInstCombine(Registry); + llvm::initializeInstrumentation(Registry); + llvm::initializeTarget(Registry); + llvm::initializeExpandMemCmpPassPass(Registry); + llvm::initializeScalarizeMaskedMemIntrinPass(Registry); + llvm::initializeCodeGenPreparePass(Registry); + llvm::initializeAtomicExpandPass(Registry); + llvm::initializeRewriteSymbolsLegacyPassPass(Registry); + llvm::initializeWinEHPreparePass(Registry); + llvm::initializeDwarfEHPreparePass(Registry); + llvm::initializeSafeStackLegacyPassPass(Registry); + llvm::initializeSjLjEHPreparePass(Registry); + llvm::initializePreISelIntrinsicLoweringLegacyPassPass(Registry); + llvm::initializeGlobalMergePass(Registry); + llvm::initializeIndirectBrExpandPassPass(Registry); + llvm::initializeInterleavedAccessPass(Registry); + llvm::initializeEntryExitInstrumenterPass(Registry); + llvm::initializePostInlineEntryExitInstrumenterPass(Registry); + llvm::initializeUnreachableBlockElimLegacyPassPass(Registry); + llvm::initializeExpandReductionsPass(Registry); + llvm::initializeWasmEHPreparePass(Registry); + llvm::initializeWriteBitcodePassPass(Registry); +} + +} // anonymous namespace + +int main(int argc, char** argv) { + initLlvm(); + createAndRunCompilerGymService(argc, argv, usage); +} diff --git a/compiler_gym/service/CompilationSession.cc b/compiler_gym/service/CompilationSession.cc index 5e55c1330..d9ffbdb0b 100644 --- a/compiler_gym/service/CompilationSession.cc +++ b/compiler_gym/service/CompilationSession.cc @@ -20,6 +20,11 @@ Status CompilationSession::endOfStep(bool actionHadNoEffect, bool& endOfEpisode, return Status::OK; } +Status CompilationSession::handleSessionParameter(const std::string& key, const std::string& value, + std::optional& reply) { + return Status::OK; +} + CompilationSession::CompilationSession(const boost::filesystem::path& workingDirectory) : workingDirectory_(workingDirectory) {} diff --git a/compiler_gym/service/CompilationSession.h b/compiler_gym/service/CompilationSession.h index 6bcd77ddc..524f2360c 100644 --- a/compiler_gym/service/CompilationSession.h +++ b/compiler_gym/service/CompilationSession.h @@ -119,6 +119,26 @@ class CompilationSession { virtual ~CompilationSession() = default; + /** + * Handle a session parameter send by the frontend. + * + * Session parameters provide a method to send ad-hoc key-value messages to a + * compilation session through the env.send_session_parameter() method. It us + * up to the client/service to agree on a common schema for encoding and + * decoding these parameters. + * + * Implementing this method is optional. + * + * @param key The parameter key. + * @param value The parameter value. + * @param reply A string response message for the parameter, or leave as + * std::nullopt if the parameter is unknown. + * @return `OK` on success, else an errro code and message. + */ + [[nodiscard]] virtual grpc::Status handleSessionParameter(const std::string& key, + const std::string& value, + std::optional& reply); + protected: /** * Get the working directory. diff --git a/compiler_gym/service/compilation_session.py b/compiler_gym/service/compilation_session.py index 278dbc396..22ee90f7a 100644 --- a/compiler_gym/service/compilation_session.py +++ b/compiler_gym/service/compilation_session.py @@ -90,3 +90,23 @@ def fork(self) -> "CompilationSession": """ # No need to override this if you are not adding support to fork(). raise NotImplementedError("CompilationSession.fork() not supported") + + def handle_session_parameter(self, key: str, value: str) -> Optional[str]: + """Handle a session parameter send by the frontend. + + Session parameters provide a method to send ad-hoc key-value messages to + a compilation session through the :meth:`env.send_session_parameter() + ` method. It us up + to the client/service to agree on a common schema for encoding and + decoding these parameters. + + Implementing this method is optional. + + :param key: The parameter key. + + :param value: The parameter value. + + :return: A string response message if the parameter was understood. Else + :code:`None` to indicate that the message could not be interpretted. + """ + pass diff --git a/compiler_gym/service/connection.py b/compiler_gym/service/connection.py index 9aebe4aad..e44b0ea6f 100644 --- a/compiler_gym/service/connection.py +++ b/compiler_gym/service/connection.py @@ -82,6 +82,14 @@ class ConnectionOpts(BaseModel): rpc_init_max_seconds: float = 3 """The maximum number of seconds to wait for an RPC connection to establish.""" + always_send_benchmark_on_reset: bool = False + """Send the full benchmark program data to the compiler service on ever call + to :meth:`env.reset() `. This is more + efficient in cases where the majority of calls to + :meth:`env.reset() ` uses a different + benchmark. In case of benchmark re-use, leave this :code:`False`. + """ + class ServiceError(Exception): """Error raised from the service.""" @@ -301,6 +309,9 @@ def __init__( env = os.environ.copy() env["COMPILER_GYM_RUNFILES"] = str(runfiles_path(".")) env["COMPILER_GYM_SITE_DATA"] = str(site_data_path(".")) + # Set the pythonpath so that executable python scripts can use absolute + # import paths like `from compiler_gym.envs.foo import bar`. + env["PYTHONPATH"] = env["COMPILER_GYM_RUNFILES"] # Set the verbosity of the service. The logging level of the service is # the debug level - 1, so that COMPILER_GYM_DEBUG=3 will cause VLOG(2) @@ -319,7 +330,7 @@ def __init__( # don't override any existing value so that the user may debug the # gRPC backend by setting GRPC_VERBOSITY to ERROR, INFO, or DEBUG. if not os.environ.get("GRPC_VERBOSITY"): - os.environ["GRPC_VERBOSITY"] = "NONE" + env["GRPC_VERBOSITY"] = "NONE" # Set environment variable COMPILER_GYM_SERVICE_ARGS to pass # additional arguments to the service. diff --git a/compiler_gym/service/proto/__init__.py b/compiler_gym/service/proto/__init__.py index e818cce8a..64748d17f 100644 --- a/compiler_gym/service/proto/__init__.py +++ b/compiler_gym/service/proto/__init__.py @@ -8,6 +8,7 @@ AddBenchmarkReply, AddBenchmarkRequest, Benchmark, + BenchmarkDynamicConfig, DoubleList, EndSessionReply, EndSessionRequest, @@ -24,6 +25,9 @@ ScalarLimit, ScalarRange, ScalarRangeList, + SendSessionParameterReply, + SendSessionParameterRequest, + SessionParameter, StartSessionReply, StartSessionRequest, StepReply, @@ -40,9 +44,10 @@ "AddBenchmarkReply", "AddBenchmarkRequest", "Benchmark", + "BenchmarkDynamicConfig", "CompilerGymServiceConnection", - "CompilerGymServiceStub", "CompilerGymServiceServicer", + "CompilerGymServiceStub", "ConnectionOpts", "DoubleList", "EndSessionReply", @@ -60,10 +65,13 @@ "ScalarLimit", "ScalarRange", "ScalarRangeList", + "SendSessionParameterReply", + "SendSessionParameterRequest", "ServiceError", "ServiceInitError", "ServiceIsClosed", "ServiceTransportError", + "SessionParameter", "StartSessionReply", "StartSessionRequest", "StepReply", diff --git a/compiler_gym/service/proto/compiler_gym_service.proto b/compiler_gym/service/proto/compiler_gym_service.proto index 19ab49bd5..e7839468b 100644 --- a/compiler_gym/service/proto/compiler_gym_service.proto +++ b/compiler_gym/service/proto/compiler_gym_service.proto @@ -44,6 +44,11 @@ service CompilerGymService { rpc Step(StepRequest) returns (StepReply); // Register a new benchmark. rpc AddBenchmark(AddBenchmarkRequest) returns (AddBenchmarkReply); + // Transmit parameters to a session. Each parameter generates a + // string response. It us up to the client/service to agree on a common schema + // for encoding and decoding these parameters. An unknown key/value returns + // grpc::StatusCode::INVALID_ARGUMENT. + rpc SendSessionParameter(SendSessionParameterRequest) returns (SendSessionParameterReply); } // A GetVersion() request. @@ -59,9 +64,9 @@ message GetVersionReply { // A StartSession() request. message StartSessionRequest { - // The name of the benchmark to use for this session. If not provided, a - // benchmark is chosen randomly by the service. - string benchmark = 1; + reserved 1; + // The benchmark to use. + Benchmark benchmark = 4; // An index into the GetSpacesReply.action_space_list selecting the action // space that is to be used for this session. Once set, the action space // cannot be changed for the duration of the session. @@ -72,11 +77,10 @@ message StartSessionRequest { // A StartSession() reply. message StartSessionReply { + reserved 2; // The ID that has been assigned to the session. The client must use this ID // in all subsequent interactions with the service for this session. int64 session_id = 1; - // The name of the benchmark. - string benchmark = 2; // A new action space. This is set only if, after initializing the session, // the action space has changed from the default action space returned by // GetSpaces(). If set, the environment should discard the previous action @@ -180,6 +184,11 @@ message ScalarRangeList { repeated ScalarRange range = 1; } +message SequenceSpace { + ScalarRange length_range = 1; + ScalarRange scalar_range = 2; +} + // The description of a space of observations. message ObservationSpace { // The name of the observation space. @@ -198,6 +207,8 @@ message ObservationSpace { // value. ScalarRange scalar_int64_range = 10; ScalarRange scalar_double_range = 11; + // A variable-length sequence of elements. + SequenceSpace double_sequence = 12; } // An optional string describing an opaque data format, e.g. a data structure // that is serialized to a string/binary array for transmission back to the @@ -264,6 +275,23 @@ message Benchmark { // For example, the service could expect that this file contains serialized // IR data, or an input source file. File program = 2; + // An optional configuration option that details how to build and run the + // benchmark program. + BenchmarkDynamicConfig dynamic_config = 3; +} + +// Description of how to build and run a benchmark binary. +message BenchmarkDynamicConfig { + string build_cmd = 1; + string build_genfile = 2; + string run_cmd = 3; + repeated string run_genfile = 4; + repeated string pre_run_cmd = 5; + repeated string post_run_cmd = 6; + int32 build_cmd_timeout_seconds = 7; + int32 run_cmd_timeout_seconds = 8; + int32 pre_run_cmd_timeout_seconds = 9; + int32 post_run_cmd_timeout_seconds = 10; } // A File message represents a file object. @@ -283,3 +311,23 @@ message AddBenchmarkRequest { // An AddBenchmark() reply. message AddBenchmarkReply {} + +// An arbitrary string parameter value for a session. +message SessionParameter { + string key = 1; + string value = 2; +} + +// A SendSessionParameter() request. +message SendSessionParameterRequest { + // The ID of the session. + int64 session_id = 1; + // A list of parameters to pass to the session. + repeated SessionParameter parameter = 2; +} + +// A SendSessionParameter() reply. +message SendSessionParameterReply { + // A list of response messages, one per parameter request. + repeated string reply = 1; +} diff --git a/compiler_gym/service/runtime/BenchmarkCache.cc b/compiler_gym/service/runtime/BenchmarkCache.cc index 8cd2cd219..eb032592f 100644 --- a/compiler_gym/service/runtime/BenchmarkCache.cc +++ b/compiler_gym/service/runtime/BenchmarkCache.cc @@ -26,8 +26,9 @@ const Benchmark* BenchmarkCache::get(const std::string& uri) const { } void BenchmarkCache::add(const Benchmark&& benchmark) { - VLOG(3) << "Caching benchmark " << benchmark.uri() << ". Cache size = " << sizeInBytes() - << " bytes, " << size() << " items"; + const size_t benchmarkSize = benchmark.ByteSizeLong(); + VLOG(3) << "Caching benchmark " << benchmark.uri() << " (" << benchmarkSize + << " bytes). Cache size = " << sizeInBytes() << " bytes, " << size() << " items"; // Remove any existing value to keep the cache size consistent. const auto it = benchmarks_.find(benchmark.uri()); @@ -37,20 +38,20 @@ void BenchmarkCache::add(const Benchmark&& benchmark) { sizeInBytes_ -= replacedSize; } - const size_t size = benchmark.ByteSizeLong(); - if (sizeInBytes() + size > maxSizeInBytes()) { - if (size > maxSizeInBytes()) { - LOG(WARNING) << "Adding new benchmark with size " << size + if (sizeInBytes() + benchmarkSize > maxSizeInBytes()) { + if (benchmarkSize > maxSizeInBytes()) { + LOG(WARNING) << "Adding new benchmark with size " << benchmarkSize << " bytes exceeds total target cache size of " << maxSizeInBytes() << " bytes"; } else { - VLOG(3) << "Adding new benchmark with size " << size << " bytes exceeds maximum size " - << maxSizeInBytes() << " bytes, " << this->size() << " items"; + VLOG(3) << "Adding new benchmark with size " << benchmarkSize + << " bytes exceeds maximum size " << maxSizeInBytes() << " bytes, " << this->size() + << " items"; } evictToCapacity(); } benchmarks_.insert({benchmark.uri(), std::move(benchmark)}); - sizeInBytes_ += size; + sizeInBytes_ += benchmarkSize; } void BenchmarkCache::evictToCapacity(std::optional targetSize) { diff --git a/compiler_gym/service/runtime/BenchmarkCache.h b/compiler_gym/service/runtime/BenchmarkCache.h index f285e9f1d..e2a5d2d45 100644 --- a/compiler_gym/service/runtime/BenchmarkCache.h +++ b/compiler_gym/service/runtime/BenchmarkCache.h @@ -16,7 +16,7 @@ namespace compiler_gym::runtime { -constexpr size_t kEvictionSizeInBytes = 512 * 1024 * 1024; +constexpr size_t kEvictionSizeInBytes = 256 * 1024 * 1024; /** * A cache of Benchmark protocol messages. diff --git a/compiler_gym/service/runtime/CompilerGymService.h b/compiler_gym/service/runtime/CompilerGymService.h index 16672caaa..fc9b39c88 100644 --- a/compiler_gym/service/runtime/CompilerGymService.h +++ b/compiler_gym/service/runtime/CompilerGymService.h @@ -57,6 +57,10 @@ class CompilerGymService final : public compiler_gym::CompilerGymService::Servic grpc::Status AddBenchmark(grpc::ServerContext* context, const AddBenchmarkRequest* request, AddBenchmarkReply* reply) final override; + grpc::Status SendSessionParameter(grpc::ServerContext* context, + const SendSessionParameterRequest* request, + SendSessionParameterReply* reply) final override; + inline BenchmarkCache& benchmarks() { return *benchmarks_; } // Get the number of active sessions. @@ -78,6 +82,11 @@ class CompilerGymService final : public compiler_gym::CompilerGymService::Servic // Add the given session and return its ID. uint64_t addSession(std::unique_ptr session); + // Handle a built-in session parameter. + [[nodiscard]] grpc::Status handleBuiltinSessionParameter(const std::string& key, + const std::string& value, + std::optional& reply); + private: const boost::filesystem::path workingDirectory_; const std::vector actionSpaces_; diff --git a/compiler_gym/service/runtime/CompilerGymServiceImpl.h b/compiler_gym/service/runtime/CompilerGymServiceImpl.h index 6bb976514..693e44083 100644 --- a/compiler_gym/service/runtime/CompilerGymServiceImpl.h +++ b/compiler_gym/service/runtime/CompilerGymServiceImpl.h @@ -51,16 +51,22 @@ grpc::Status CompilerGymService::GetSpaces(grpc::ServerC template grpc::Status CompilerGymService::StartSession( grpc::ServerContext* context, const StartSessionRequest* request, StartSessionReply* reply) { - if (!request->benchmark().size()) { + if (!request->benchmark().uri().size()) { return grpc::Status(grpc::StatusCode::INVALID_ARGUMENT, "No benchmark URI set for StartSession()"); } const std::lock_guard lock(sessionsMutex_); - VLOG(1) << "StartSession(" << request->benchmark() << "), " << sessionCount() - << " active sessions"; + VLOG(1) << "StartSession(id=" << nextSessionId_ << ", benchmark=" << request->benchmark().uri() + << "), " << (sessionCount() + 1) << " active sessions"; - const Benchmark* benchmark = benchmarks().get(request->benchmark()); + // If a benchmark definition was provided, add it. + if (request->benchmark().has_program()) { + benchmarks().add(std::move(request->benchmark())); + } + + // Lookup the requested benchmark. + const Benchmark* benchmark = benchmarks().get(request->benchmark().uri()); if (!benchmark) { return grpc::Status(grpc::StatusCode::NOT_FOUND, "Benchmark not found"); } @@ -111,7 +117,7 @@ grpc::Status CompilerGymService::ForkSession( template grpc::Status CompilerGymService::EndSession( grpc::ServerContext* context, const EndSessionRequest* request, EndSessionReply* reply) { - VLOG(1) << "EndSession(" << request->session_id() << "), " << sessionCount() - 1 + VLOG(1) << "EndSession(id=" << request->session_id() << "), " << sessionCount() - 1 << " sessions remaining"; const std::lock_guard lock(sessionsMutex_); @@ -191,6 +197,53 @@ grpc::Status CompilerGymService::AddBenchmark( return grpc::Status::OK; } +template +grpc::Status CompilerGymService::SendSessionParameter( + grpc::ServerContext* context, const SendSessionParameterRequest* request, + SendSessionParameterReply* reply) { + CompilationSession* environment; + RETURN_IF_ERROR(session(request->session_id(), &environment)); + + VLOG(2) << "Session " << request->session_id() << " SendSessionParameter()"; + + for (int i = 0; i < request->parameter_size(); ++i) { + const auto& param = request->parameter(i); + std::optional message{std::nullopt}; + + // Handle each parameter in the session and generate a response. + RETURN_IF_ERROR(environment->handleSessionParameter(param.key(), param.value(), message)); + + // Use the builtin parameter handlers if not handled by a session. + if (!message.has_value()) { + RETURN_IF_ERROR(handleBuiltinSessionParameter(param.key(), param.value(), message)); + } + + if (message.has_value()) { + *reply->add_reply() = *message; + } else { + return Status(grpc::StatusCode::INVALID_ARGUMENT, + fmt::format("Unknown parameter: {}", param.key())); + } + } + + return grpc::Status::OK; +} + +template +grpc::Status CompilerGymService::handleBuiltinSessionParameter( + const std::string& key, const std::string& value, std::optional& reply) { + if (key == "service.benchmark_cache.set_max_size_in_bytes") { + benchmarks().setMaxSizeInBytes(std::stoi(value)); + reply = value; + } else if (key == "service.benchmark_cache.get_max_size_in_bytes") { + reply = fmt::format("{}", benchmarks().maxSizeInBytes()); + } else if (key == "service.benchmark_cache.get_size_in_bytes") { + reply = fmt::format("{}", benchmarks().sizeInBytes()); + } + + return grpc::Status::OK; +} + template grpc::Status CompilerGymService::session(uint64_t id, CompilationSession** environment) { diff --git a/compiler_gym/service/runtime/compiler_gym_service.py b/compiler_gym/service/runtime/compiler_gym_service.py index 2a2bd8a0e..fc58ab184 100644 --- a/compiler_gym/service/runtime/compiler_gym_service.py +++ b/compiler_gym/service/runtime/compiler_gym_service.py @@ -6,7 +6,7 @@ from contextlib import contextmanager from pathlib import Path from threading import Lock -from typing import Dict +from typing import Dict, Optional from grpc import StatusCode @@ -22,6 +22,8 @@ GetSpacesRequest, GetVersionReply, GetVersionRequest, + SendSessionParameterReply, + SendSessionParameterRequest, StartSessionReply, StartSessionRequest, StepReply, @@ -30,9 +32,13 @@ from compiler_gym.service.runtime.benchmark_cache import BenchmarkCache from compiler_gym.util.version import __version__ +# NOTE(cummins): The CompilerGymService class is used in a subprocess by a +# compiler service, so code coverage tracking does not work. As such we use "# +# pragma: no cover" annotation for all definitions in this file. + @contextmanager -def exception_to_grpc_status(context): +def exception_to_grpc_status(context): # pragma: no cover def handle_exception_as(exception, code): context.set_code(code) context.set_details(str(exception)) @@ -51,9 +57,11 @@ def handle_exception_as(exception, code): handle_exception_as(e, StatusCode.FAILED_PRECONDITION) except TimeoutError as e: handle_exception_as(e, StatusCode.DEADLINE_EXCEEDED) + except Exception as e: # pylint: disable=broad-except + handle_exception_as(e, StatusCode.INTERNAL) -class CompilerGymService(CompilerGymServiceServicerStub): +class CompilerGymService(CompilerGymServiceServicerStub): # pragma: no cover def __init__(self, working_directory: Path, compilation_session_type): self.working_directory = working_directory self.benchmarks = BenchmarkCache() @@ -86,7 +94,12 @@ def GetSpaces(self, request: GetSpacesRequest, context) -> GetSpacesReply: def StartSession(self, request: StartSessionRequest, context) -> StartSessionReply: """Create a new compilation session.""" - logging.debug("StartSession(%s), [%d]", request.benchmark, self.next_session_id) + logging.debug( + "StartSession(id=%d, benchmark=%s), %d active sessions", + self.next_session_id, + request.benchmark.uri, + len(self.sessions) + 1, + ) reply = StartSessionReply() if not request.benchmark: @@ -95,7 +108,12 @@ def StartSession(self, request: StartSessionRequest, context) -> StartSessionRep return reply with self.sessions_lock, exception_to_grpc_status(context): - if request.benchmark not in self.benchmarks: + # If a benchmark definition was provided, add it. + if request.benchmark.HasField("program"): + self.benchmarks[request.benchmark.uri] = request.benchmark + + # Lookup the requested benchmark. + if request.benchmark.uri not in self.benchmarks: context.set_code(StatusCode.NOT_FOUND) context.set_details("Benchmark not found") return reply @@ -103,7 +121,7 @@ def StartSession(self, request: StartSessionRequest, context) -> StartSessionRep session = self.compilation_session_type( working_directory=self.working_directory, action_space=self.action_spaces[request.action_space], - benchmark=self.benchmarks[request.benchmark], + benchmark=self.benchmarks[request.benchmark.uri], ) # Generate the initial observations. @@ -123,7 +141,7 @@ def StartSession(self, request: StartSessionRequest, context) -> StartSessionRep def EndSession(self, request: EndSessionRequest, context) -> EndSessionReply: del context # Unused logging.debug( - "EndSession(%d), %d sessions remaining", + "EndSession(id=%d), %d sessions remaining", request.session_id, len(self.sessions) - 1, ) @@ -169,3 +187,54 @@ def AddBenchmark(self, request: AddBenchmarkRequest, context) -> AddBenchmarkRep for benchmark in request.benchmark: self.benchmarks[benchmark.uri] = benchmark return reply + + def SendSessionParameter( + self, request: SendSessionParameterRequest, context + ) -> SendSessionParameterReply: + reply = SendSessionParameterReply() + + if request.session_id not in self.sessions: + context.set_code(StatusCode.NOT_FOUND) + context.set_details(f"Session not found: {request.session_id}") + return reply + + session = self.sessions[request.session_id] + + with exception_to_grpc_status(context): + for param in request.parameter: + # Handle each parameter in the session and generate a response. + message = session.handle_session_parameter(param.key, param.value) + + # Use the builtin parameter handlers if not handled by a session. + if message is None: + message = self._handle_builtin_session_parameter( + param.key, param.value + ) + + if message is None: + context.set_code(StatusCode.INVALID_ARGUMENT) + context.set_details(f"Unknown parameter: {param.key}") + return reply + reply.reply.append(message) + + return reply + + def _handle_builtin_session_parameter(self, key: str, value: str) -> Optional[str]: + """Handle a built-in session parameter. + + :param key: The parameter key. + + :param value: The parameter value. + + :return: The response message, or :code:`None` if the key is not + understood. + """ + if key == "service.benchmark_cache.set_max_size_in_bytes": + self.benchmarks.set_max_size_in_bytes = int(value) + return value + elif key == "service.benchmark_cache.get_max_size_in_bytes": + return str(self.benchmarks.max_size_in_bytes) + elif key == "service.benchmark_cache.get_size_in_bytes": + return str(self.benchmarks.size_in_bytes) + + return None diff --git a/compiler_gym/spaces/BUILD b/compiler_gym/spaces/BUILD index 34289a46c..22083fc13 100644 --- a/compiler_gym/spaces/BUILD +++ b/compiler_gym/spaces/BUILD @@ -50,4 +50,7 @@ py_library( py_library( name = "sequence", srcs = ["sequence.py"], + deps = [ + ":scalar", + ], ) diff --git a/compiler_gym/spaces/reward.py b/compiler_gym/spaces/reward.py index 7c2ea57ea..5b3653409 100644 --- a/compiler_gym/spaces/reward.py +++ b/compiler_gym/spaces/reward.py @@ -6,6 +6,7 @@ import numpy as np +import compiler_gym from compiler_gym.spaces.scalar import Scalar from compiler_gym.util.gym_type_hints import ObservationType, RewardType @@ -88,12 +89,15 @@ def __init__( self.deterministic = deterministic self.platform_dependent = platform_dependent - def reset(self, benchmark: str) -> None: + def reset( + self, benchmark: str, observation_view: "compiler_gym.views.ObservationView" + ) -> None: """Reset the rewards space. This is called on :meth:`env.reset() `. :param benchmark: The URI of the benchmark that is used for this episode. + :param observation: An observation view for reward initialization """ pass @@ -153,7 +157,7 @@ def __init__(self, observation_name: str, **kwargs): ) self.previous_value: Optional[ObservationType] = None - def reset(self, benchmark: str) -> None: + def reset(self, benchmark: str, observation_view) -> None: """Called on env.reset(). Reset incremental progress.""" del benchmark # unused self.previous_value = None diff --git a/compiler_gym/spaces/scalar.py b/compiler_gym/spaces/scalar.py index 2003bf1fe..6b764fef3 100644 --- a/compiler_gym/spaces/scalar.py +++ b/compiler_gym/spaces/scalar.py @@ -5,6 +5,7 @@ import random from typing import Optional +import numpy as np from gym.spaces import Space @@ -14,7 +15,7 @@ class Scalar(Space): __slots__ = ["min", "max", "dtype"] def __init__( - self, min: Optional[float] = None, max: Optional[float] = None, dtype=float + self, min: Optional[float] = None, max: Optional[float] = None, dtype=np.float64 ): """Constructor. diff --git a/compiler_gym/spaces/sequence.py b/compiler_gym/spaces/sequence.py index ac1b797ce..b1881baef 100644 --- a/compiler_gym/spaces/sequence.py +++ b/compiler_gym/spaces/sequence.py @@ -6,6 +6,8 @@ from gym.spaces import Space +from compiler_gym.spaces.scalar import Scalar + class Sequence(Space): """A sequence of values. Each element of the sequence is of `dtype`. The @@ -42,6 +44,7 @@ def __init__( size_range: Tuple[int, Optional[int]] = (0, None), dtype=bytes, opaque_data_format: Optional[str] = None, + scalar_range: Optional[Scalar] = None, ): """Constructor. @@ -55,10 +58,14 @@ def __init__( service to agree on how to decode observations using this value. For example, an opaque_data_format of `string_json` could be used to indicate that the observation is a string-serialized JSON value. + :param scalar_range: If specified, this denotes the legal range of + each element in the sequence. This is enforced by + :meth:`contains() ` checks. """ self.size_range = size_range self.dtype = dtype self.opaque_data_format = opaque_data_format + self.scalar_range = scalar_range def __repr__(self) -> str: upper_bound = "inf" if self.size_range[1] is None else self.size_range[1] @@ -75,6 +82,12 @@ def contains(self, x): for element in x: if not isinstance(element, self.dtype): return False + + # Run the bounds check on every scalar element, if there is a scalar + # range specified. + if self.scalar_range: + return all(self.scalar_range.contains(s) for s in x) + return True def sample(self): diff --git a/compiler_gym/third_party/autophase/BUILD b/compiler_gym/third_party/autophase/BUILD index 8242c95da..27a78dc4c 100644 --- a/compiler_gym/third_party/autophase/BUILD +++ b/compiler_gym/third_party/autophase/BUILD @@ -5,7 +5,7 @@ # # Autophase https://github.com/ucb-bar/autophase load("@rules_python//python:defs.bzl", "py_library") -load("@rules_cc//cc:defs.bzl", "cc_library") +load("@rules_cc//cc:defs.bzl", "cc_binary", "cc_library") py_library( name = "autophase", @@ -26,3 +26,59 @@ cc_library( "@llvm//10.0.0", ], ) + +filegroup( + name = "compute_autophase-files", + srcs = [ + ":compute_autophase", + ] + select({ + "@llvm//:darwin": [], + "//conditions:default": [ + ":libLLVMPolly", + ], + }), + visibility = ["//visibility:public"], +) + +cc_binary( + name = "compute_autophase-prelinked", + srcs = ["compute_autophase.cc"], + copts = [ + "-DGOOGLE_PROTOBUF_NO_RTTI", + "-fno-rtti", + ], + visibility = ["//visibility:public"], + deps = [ + ":InstCount", + "@glog", + "@llvm//10.0.0", + ], +) + +genrule( + name = "compute_autophase-bin", + srcs = [":compute_autophase-prelinked"], + outs = ["compute_autophase"], + cmd = select({ + "@llvm//:darwin": ( + "cp $(location :compute_autophase-prelinked) $@" + ), + "//conditions:default": ( + "cp $(location :compute_autophase-prelinked) $@ && " + + "chmod 666 $@ && " + + "patchelf --set-rpath '$$ORIGIN' $@ && " + + "chmod 555 $@" + ), + }), +) + +genrule( + name = "libLLVMPolly", + srcs = [ + "@clang-llvm-10.0.0-x86_64-linux-gnu-ubuntu-18.04//:all_files", + "@clang-llvm-10.0.0-x86_64-linux-gnu-ubuntu-18.04//:clang", + ], + outs = ["libLLVMPolly.so"], + cmd = "cp $$(dirname $(location @clang-llvm-10.0.0-x86_64-linux-gnu-ubuntu-18.04//:clang))/../lib/LLVMPolly.so $@", + visibility = ["//visibility:public"], +) diff --git a/compiler_gym/third_party/autophase/InstCount.cc b/compiler_gym/third_party/autophase/InstCount.cc index e452cf2e5..ea9288db3 100644 --- a/compiler_gym/third_party/autophase/InstCount.cc +++ b/compiler_gym/third_party/autophase/InstCount.cc @@ -35,7 +35,7 @@ void InstCount::visitFunction(Function& F) { ++TotalFuncs; } void InstCount::visitBasicBlock(BasicBlock& BB) { ++TotalBlocks; Instruction* term = BB.getTerminator(); - unsigned numSuccessors = term->getNumSuccessors(); + int numSuccessors = static_cast(term->getNumSuccessors()); for (int i = 0; i < numSuccessors; i++) { NumEdges++; if (isCriticalEdge(term, i)) { diff --git a/compiler_gym/third_party/autophase/compute_autophase.cc b/compiler_gym/third_party/autophase/compute_autophase.cc new file mode 100644 index 000000000..e0589d5ac --- /dev/null +++ b/compiler_gym/third_party/autophase/compute_autophase.cc @@ -0,0 +1,38 @@ +#include + +#include + +#include "compiler_gym/third_party/autophase/InstCount.h" +#include "llvm/IR/Module.h" +#include "llvm/IRReader/IRReader.h" +#include "llvm/Support/ErrorOr.h" +#include "llvm/Support/SourceMgr.h" + +int main(int argc, char** argv) { + google::InitGoogleLogging(argv[0]); + + CHECK(argc == 2) << "Usage: compute_autophase "; + + auto buf = llvm::MemoryBuffer::getFileOrSTDIN(argv[1]); + if (!buf) { + LOG(FATAL) << "File not found: " << argv[1]; + } + + llvm::SMDiagnostic error; + llvm::LLVMContext ctx; + + auto module = llvm::parseIRFile(argv[1], error, ctx); + CHECK(module) << "Failed to parse: " << argv[1] << ": " << error.getMessage().str(); + + // Print feature vector to stdout. + const auto features = autophase::InstCount::getFeatureVector(*module); + for (size_t i = 0; i < features.size(); ++i) { + if (i) { + std::cout << " "; + } + std::cout << features[i]; + } + std::cout << std::endl; + + return 0; +} diff --git a/compiler_gym/third_party/csmith/BUILD b/compiler_gym/third_party/csmith/BUILD new file mode 100644 index 000000000..44fb6b995 --- /dev/null +++ b/compiler_gym/third_party/csmith/BUILD @@ -0,0 +1,30 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. +load("@rules_foreign_cc//tools/build_defs:configure.bzl", "configure_make") + +# Funnel the Csmith sources through a no-op filegroup to fix an issue in +# collecting the generated files for use in `data` attributes of some targets. +# See: https://github.com/bazelbuild/rules_foreign_cc/issues/619 +filegroup( + name = "all", + srcs = [":csmith"], + visibility = ["//visibility:public"], +) + +configure_make( + name = "csmith", + binaries = ["csmith"], + configure_env_vars = { + # Workaround error with libtool usage on macOS. See: + # https://github.com/bazelbuild/rules_foreign_cc/issues/185 + "AR": "/usr/bin/ar", + # Csmith uses decreated stdlib functions like std::bind2nd(). + "CXXFLAGS": "-D_LIBCPP_ENABLE_CXX17_REMOVED_FEATURES", + }, + # Workaround a strange bug where the srand48_deterministic test returns + # true on macOS, although this only available and needed for OpenBSD. + configure_options = ["ac_cv_func_srand48_deterministic=no"], + lib_source = "@csmith//:all", +) diff --git a/compiler_gym/third_party/llvm/BUILD b/compiler_gym/third_party/llvm/BUILD index 544aa9034..c4d9d269f 100644 --- a/compiler_gym/third_party/llvm/BUILD +++ b/compiler_gym/third_party/llvm/BUILD @@ -3,6 +3,7 @@ # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. load("@rules_python//python:defs.bzl", "py_library") +load("@rules_cc//cc:defs.bzl", "cc_binary", "cc_library") py_library( name = "llvm", @@ -13,6 +14,61 @@ py_library( ], ) +filegroup( + name = "compute_ir_instruction_count-files", + srcs = [ + ":compute_ir_instruction_count", + ] + select({ + "@llvm//:darwin": [], + "//conditions:default": [ + ":libLLVMPolly", + ], + }), + visibility = ["//visibility:public"], +) + +cc_binary( + name = "compute_ir_instruction_count-prelinked", + srcs = ["compute_ir_instruction_count.cc"], + copts = [ + "-DGOOGLE_PROTOBUF_NO_RTTI", + "-fno-rtti", + ], + visibility = ["//visibility:public"], + deps = [ + "@glog", + "@llvm//10.0.0", + ], +) + +genrule( + name = "compute_ir_instruction_count-bin", + srcs = [":compute_ir_instruction_count-prelinked"], + outs = ["compute_ir_instruction_count"], + cmd = select({ + "@llvm//:darwin": ( + "cp $(location :compute_ir_instruction_count-prelinked) $@" + ), + "//conditions:default": ( + "cp $(location :compute_ir_instruction_count-prelinked) $@ && " + + "chmod 666 $@ && " + + "patchelf --set-rpath '$$ORIGIN' $@ && " + + "chmod 555 $@" + ), + }), +) + +genrule( + name = "libLLVMPolly", + srcs = [ + "@clang-llvm-10.0.0-x86_64-linux-gnu-ubuntu-18.04//:all_files", + "@clang-llvm-10.0.0-x86_64-linux-gnu-ubuntu-18.04//:clang", + ], + outs = ["libLLVMPolly.so"], + cmd = "cp $$(dirname $(location @clang-llvm-10.0.0-x86_64-linux-gnu-ubuntu-18.04//:clang))/../lib/LLVMPolly.so $@", + visibility = ["//visibility:public"], +) + py_library( name = "instcount", srcs = ["instcount.py"], diff --git a/compiler_gym/third_party/llvm/compute_ir_instruction_count.cc b/compiler_gym/third_party/llvm/compute_ir_instruction_count.cc new file mode 100644 index 000000000..c4312efb1 --- /dev/null +++ b/compiler_gym/third_party/llvm/compute_ir_instruction_count.cc @@ -0,0 +1,29 @@ +#include + +#include + +#include "llvm/IR/Module.h" +#include "llvm/IRReader/IRReader.h" +#include "llvm/Support/ErrorOr.h" +#include "llvm/Support/SourceMgr.h" + +int main(int argc, char** argv) { + google::InitGoogleLogging(argv[0]); + + CHECK(argc == 2) << "Usage: compute_autophase "; + + auto buf = llvm::MemoryBuffer::getFileOrSTDIN(argv[1]); + if (!buf) { + LOG(FATAL) << "File not found: " << argv[1]; + } + + llvm::SMDiagnostic error; + llvm::LLVMContext ctx; + + auto module = llvm::parseIRFile(argv[1], error, ctx); + CHECK(module) << "Failed to parse: " << argv[1] << ": " << error.getMessage().str(); + + std::cout << module->getInstructionCount() << std::endl; + + return 0; +} diff --git a/compiler_gym/util/BUILD b/compiler_gym/util/BUILD index e7f5862d1..7c27f96ae 100644 --- a/compiler_gym/util/BUILD +++ b/compiler_gym/util/BUILD @@ -17,6 +17,7 @@ py_library( "gym_type_hints.py", "logs.py", "minimize_trajectory.py", + "parallelization.py", "registration.py", "runfiles_path.py", "shell_format.py", @@ -26,7 +27,6 @@ py_library( "thread_pool.py", "timer.py", "truncate.py", - "user_input.py", "version.py", ], visibility = ["//visibility:public"], @@ -51,7 +51,9 @@ cc_library( hdrs = ["GrpcStatusMacros.h"], visibility = ["//visibility:public"], deps = [ + "@boost//:current_function", "@com_github_grpc_grpc//:grpc++", + "@fmt", "@glog", ], ) @@ -72,6 +74,19 @@ cc_library( visibility = ["//visibility:public"], ) +cc_library( + name = "Subprocess", + srcs = ["Subprocess.cc"], + hdrs = ["Subprocess.h"], + visibility = ["//visibility:public"], + deps = [ + "@boost//:filesystem", + "@com_github_grpc_grpc//:grpc++", + "@fmt", + "@subprocess", + ], +) + cc_library( name = "Unreachable", hdrs = ["Unreachable.h"], diff --git a/compiler_gym/util/GrpcStatusMacros.h b/compiler_gym/util/GrpcStatusMacros.h index c24233542..341d86f05 100644 --- a/compiler_gym/util/GrpcStatusMacros.h +++ b/compiler_gym/util/GrpcStatusMacros.h @@ -4,6 +4,10 @@ // LICENSE file in the root directory of this source tree. #pragma once +#include + +#include + #include "glog/logging.h" #include "include/grpcpp/grpcpp.h" @@ -23,22 +27,33 @@ using grpc::Status; #undef RETURN_IF_ERROR /** - * Return from the current function if the expression returns an error status. + * Return from the current function if the expression returns an error status, + * or if a std::exception is thrown. * * This is equivalent to: * - * \code{.cpp} - * Status status = expr; - * if (!status.ok()) { + * \code{.cpp} + * try { + * Status status = expr; + * if (!status.ok()) { * return status; + * } + * } catch (std::exception& e) { + * return E_STATUS; * } - * \endcode + * \endcode * * @param expr An expression that return a `grpc::Status`. */ -#define RETURN_IF_ERROR(expr) \ - do { \ - const Status _status = (expr); \ - if (!_status.ok()) \ - return _status; \ +#define RETURN_IF_ERROR(expr) \ + do { \ + try { \ + const Status _status = (expr); \ + if (!_status.ok()) \ + return _status; \ + } catch (std::exception & e) { \ + return grpc::Status(grpc::StatusCode::INTERNAL, \ + fmt::format("Unhandled exception: {}\nSource: {}:{}\nFunction: {}", \ + e.what(), __FILE__, __LINE__, BOOST_CURRENT_FUNCTION)); \ + } \ } while (0) diff --git a/compiler_gym/util/Subprocess.cc b/compiler_gym/util/Subprocess.cc new file mode 100644 index 000000000..ff159517c --- /dev/null +++ b/compiler_gym/util/Subprocess.cc @@ -0,0 +1,59 @@ +// Copyright (c) Facebook, Inc. and its affiliates. +// +// This source code is licensed under the MIT license found in the +// LICENSE file in the root directory of this source tree. +#include "compiler_gym/util/Subprocess.h" + +#include + +#include +#include +#include +#include + +namespace compiler_gym::util { + +using grpc::Status; +using grpc::StatusCode; +namespace fs = boost::filesystem; + +Status checkCall(const std::string& cmd, int timeoutSeconds, const fs::path& workingDir) { + std::mutex m; + std::condition_variable cv; + Status returnStatus(StatusCode::INTERNAL, "Unknown error"); + + std::thread t([&cmd, &workingDir, &cv, &returnStatus]() { + try { + auto run = subprocess::Popen(cmd, subprocess::output{subprocess::PIPE}, + subprocess::error{subprocess::PIPE}, subprocess::shell{true}, + subprocess::cwd{workingDir.string()}); + const auto runOutput = run.communicate(); + if (run.retcode()) { + const std::string error(runOutput.second.buf.begin(), runOutput.second.buf.end()); + returnStatus = Status(StatusCode::INTERNAL, + fmt::format("Command '{}' failed with exit code: {}. Stderr:\n{}", + cmd, run.retcode(), error)); + } else { + returnStatus = Status::OK; + } + } catch (subprocess::CalledProcessError& e) { + returnStatus = Status(StatusCode::INTERNAL, + fmt::format("Command '{}' failed with error: {}", cmd, e.what())); + } + cv.notify_one(); + }); + t.detach(); + + { + std::unique_lock lock(m); + if (cv.wait_for(lock, std::chrono::seconds(timeoutSeconds)) == std::cv_status::timeout) { + return Status( + StatusCode::DEADLINE_EXCEEDED, + fmt::format("Command '{}' failed to complete within {} seconds", cmd, timeoutSeconds)); + } + } + + return returnStatus; +} + +} // namespace compiler_gym::util diff --git a/compiler_gym/util/Subprocess.h b/compiler_gym/util/Subprocess.h new file mode 100644 index 000000000..2c4a180ad --- /dev/null +++ b/compiler_gym/util/Subprocess.h @@ -0,0 +1,25 @@ +// Copyright (c) Facebook, Inc. and its affiliates. +// +// This source code is licensed under the MIT license found in the +// LICENSE file in the root directory of this source tree. +#pragma once + +#include + +#include + +namespace compiler_gym::util { + +/** + * Run the given command in a subshell and discard its output. + * + * @param cmd The command to execute as a string. + * @param timeoutSeconds The number of seconds to wait for the command to + * terminate before failing with an error. + * @return `OK` on success, `DEADLINE_EXCEEDED` on timeout, or `INTERNAL` if the + * command returns with a non-zero returncode. + */ +grpc::Status checkCall(const std::string& cmd, int timeoutSeconds, + const boost::filesystem::path& workingDir); + +} // namespace compiler_gym::util diff --git a/compiler_gym/util/parallelization.py b/compiler_gym/util/parallelization.py new file mode 100644 index 000000000..de8909eee --- /dev/null +++ b/compiler_gym/util/parallelization.py @@ -0,0 +1,34 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. +"""Utilities for parallelization / threading / concurrency.""" +from itertools import tee +from threading import Lock +from typing import Any, Iterable + + +class _ThreadSafeTee: + """An extension of :code:`itertools.tee()` that uses a lock to ensure + exclusive access to the iterator. + """ + + def __init__(self, tee_obj, lock): + self.tee_obj = tee_obj + self.lock = lock + + def __iter__(self): + return self + + def __next__(self): + with self.lock: + return next(self.tee_obj) + + def __copy__(self): + return _ThreadSafeTee(self.tee_obj.__copy__(), self.lock) + + +def thread_safe_tee(iterable: Iterable[Any], n: int = 2): + """An extension of :code:`itertools.tee()` that yields thread-safe iterators.""" + lock = Lock() + return tuple(_ThreadSafeTee(tee_obj, lock) for tee_obj in tee(iterable, n)) diff --git a/compiler_gym/util/runfiles_path.py b/compiler_gym/util/runfiles_path.py index 854410122..50145c0d3 100644 --- a/compiler_gym/util/runfiles_path.py +++ b/compiler_gym/util/runfiles_path.py @@ -4,6 +4,7 @@ # LICENSE file in the root directory of this source tree. """Module for resolving a runfiles path.""" import os +from getpass import getuser from pathlib import Path # NOTE(cummins): Moving this file may require updating this relative path. @@ -71,7 +72,7 @@ def site_data_path(relpath: str) -> Path: elif os.environ.get("HOME"): return Path("~/.local/share/compiler_gym").expanduser() / relpath else: - return Path("/tmp/compiler_gym/site_data") / relpath + return Path(f"/tmp/compiler_gym_{getuser()}/site_data") / relpath def cache_path(relpath: str) -> Path: @@ -95,7 +96,7 @@ def cache_path(relpath: str) -> Path: elif os.environ.get("HOME"): return Path("~/.cache/compiler_gym").expanduser() / relpath else: - return Path("/tmp/compiler_gym/cache") / relpath + return Path(f"/tmp/compiler_gym_{getuser()}/cache") / relpath def transient_cache_path(relpath: str) -> Path: @@ -119,7 +120,7 @@ def transient_cache_path(relpath: str) -> Path: if forced: return Path(forced) / relpath elif Path("/dev/shm").is_dir(): - return Path("/dev/shm/compiler_gym") / relpath + return Path(f"/dev/shm/compiler_gym_{getuser()}") / relpath else: # Fallback to using the regular cache. return cache_path(relpath) diff --git a/compiler_gym/util/user_input.py b/compiler_gym/util/user_input.py deleted file mode 100644 index eba2b9d40..000000000 --- a/compiler_gym/util/user_input.py +++ /dev/null @@ -1,88 +0,0 @@ -# Copyright (c) Facebook, Inc. and its affiliates. -# -# This source code is licensed under the MIT license found in the -# LICENSE file in the root directory of this source tree. -import sys -import termios -import tty -from typing import List - -import humanize - -from compiler_gym.util.shell_format import emph - - -def read_char() -> str: - """Read a single character from user input. Doesn't work on Windows.""" - fd = sys.stdin.fileno() - oldSettings = termios.tcgetattr(fd) - - try: - tty.setcbreak(fd) - ch = sys.stdin.read(1) - finally: - termios.tcsetattr(fd, termios.TCSADRAIN, oldSettings) - - if ch == "\x03": # C-c - raise KeyboardInterrupt - elif ch == "\x04": # C-d - raise EOFError - return ch - - -def read_list_index(prefix: str, values: List[str], truncate_at: int = 201) -> int: - """Prompt the user to select an element from a list and return the index.""" - index = None - while index is None: - print( - f"{prefix}:", - ", ".join( - f"[{emph(i)}] {name}" for i, name in enumerate(values[:truncate_at]) - ), - end="", - flush=True, - ) - if len(values) > truncate_at: - print(f" (+ {humanize.intcomma(len(values) - truncate_at)} more...) ") - - if len(values) > 10: - # If there are more elements to choose from than word fit in a - # single digit choice, require that the user types the index or name - # of the value. - print(" (enter number or name) >>> ", end="", flush=True) - line = input() - try: - index = int(line) - if index >= 0 and index < len(values): - break - else: - print("Invalid value") - index = None - except ValueError: - try: - # Allow the user to type the name of the item, rather than - # the index. E.g. '[0] foo, [1] bar >>> bar'. - index = values.index(line) - break - except ValueError: - print("Invalid value") - index = None - else: - # A single 0-9 digit is sufficient, so no need to wait for return - # key. - print(" >>> ", end="", flush=True) - while True: - try: - index = int(read_char()) - if index >= 0 and index < len(values): - print(f"{values[index]}", flush=True) - break - except (ValueError, TypeError): - pass - - return index - - -def read_list_value(prefix: str, values: List[str]) -> str: - """Prompt the user to select an element from a list and return the value.""" - return values[read_list_index(prefix, values)] diff --git a/compiler_gym/views/observation_space_spec.py b/compiler_gym/views/observation_space_spec.py index e361188c6..0375c9b95 100644 --- a/compiler_gym/views/observation_space_spec.py +++ b/compiler_gym/views/observation_space_spec.py @@ -123,14 +123,17 @@ def make_box(scalar_range_list, dtype, defaults): def make_scalar(scalar_range, dtype, defaults): scalar_range_tuple = _scalar_range2tuple(scalar_range, defaults) return Scalar( - min=scalar_range_tuple[0], max=scalar_range_tuple[1], dtype=dtype + min=dtype(scalar_range_tuple[0]), + max=dtype(scalar_range_tuple[1]), + dtype=dtype, ) - def make_seq(scalar_range, dtype, defaults): + def make_seq(size_range, dtype, defaults, scalar_range=None): return Sequence( - size_range=_scalar_range2tuple(scalar_range, defaults), + size_range=_scalar_range2tuple(size_range, defaults), dtype=dtype, opaque_data_format=proto.opaque_data_format, + scalar_range=scalar_range, ) # Translate from protocol buffer specification to python. There are @@ -200,7 +203,7 @@ def translate(observation): elif shape_type == "scalar_int64_range": space = make_scalar( proto.scalar_int64_range, - np.int64, + int, (np.iinfo(np.int64).min, np.iinfo(np.int64).max), ) @@ -209,13 +212,25 @@ def translate(observation): to_string = str elif shape_type == "scalar_double_range": - space = make_scalar( - proto.scalar_double_range, np.float64, (-np.inf, np.inf) - ) + space = make_scalar(proto.scalar_double_range, float, (-np.inf, np.inf)) def translate(observation): return float(observation.scalar_double) + to_string = str + elif shape_type == "double_sequence": + space = make_seq( + proto.double_sequence.length_range, + np.float64, + (-np.inf, np.inf), + make_scalar( + proto.double_sequence.scalar_range, np.float64, (-np.inf, np.inf) + ), + ) + + def translate(observation): + return np.array(observation.double_list.value, dtype=np.float64) + to_string = str else: raise TypeError( diff --git a/compiler_gym/views/reward.py b/compiler_gym/views/reward.py index b7142c5e3..afe2d15cf 100644 --- a/compiler_gym/views/reward.py +++ b/compiler_gym/views/reward.py @@ -60,7 +60,7 @@ def __getitem__(self, reward_space: str) -> float: observations = [self._observation_view[obs] for obs in space.observation_spaces] return space.update(self.previous_action, observations, self._observation_view) - def reset(self, benchmark: Benchmark) -> None: + def reset(self, benchmark: Benchmark, observation_view: ObservationView) -> None: """Reset the rewards space view. This is called on :meth:`env.reset() `. @@ -68,7 +68,7 @@ def reset(self, benchmark: Benchmark) -> None: """ self.previous_action = None for space in self.spaces.values(): - space.reset(benchmark=benchmark) + space.reset(benchmark=benchmark, observation_view=observation_view) def add_space(self, space: Reward) -> None: """Register a new :class:`Reward ` space. diff --git a/compiler_gym/wrappers/BUILD b/compiler_gym/wrappers/BUILD index 549a14370..ae33f5c4d 100644 --- a/compiler_gym/wrappers/BUILD +++ b/compiler_gym/wrappers/BUILD @@ -18,5 +18,6 @@ py_library( "//compiler_gym/datasets", "//compiler_gym/envs", "//compiler_gym/util", + "//compiler_gym/views", ], ) diff --git a/compiler_gym/wrappers/commandline.py b/compiler_gym/wrappers/commandline.py index da3f1d267..30606a00f 100644 --- a/compiler_gym/wrappers/commandline.py +++ b/compiler_gym/wrappers/commandline.py @@ -95,6 +95,7 @@ def __init__( :param name: The name of the new action space. """ super().__init__(env) + self._flags = flags if not flags: raise TypeError("No flags provided") @@ -119,7 +120,7 @@ def __init__( ) for a in (env.action_space.flags.index(f) for f in flags) ], - name=f"{type(self).__name__}<{env.action_space.name}, {len(flags)}>", + name=f"{type(self).__name__}<{name or env.action_space.name}, {len(flags)}>", ) def action(self, action: Union[int, List[int]]): @@ -136,3 +137,8 @@ def reverse_action(self, action: Union[int, List[int]]): def actions(self) -> List[int]: """Reverse-translate actions back into the constrained space.""" return self.reverse_action(self.env.actions) + + def fork(self) -> "ConstrainedCommandline": + return ConstrainedCommandline( + env=self.env.fork(), flags=self._flags, name=self.action_space.name + ) diff --git a/compiler_gym/wrappers/core.py b/compiler_gym/wrappers/core.py index f74b46fa5..56bb5ecff 100644 --- a/compiler_gym/wrappers/core.py +++ b/compiler_gym/wrappers/core.py @@ -2,12 +2,14 @@ # # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. -from typing import Iterable, Union +from typing import Iterable, Optional, Union import gym from compiler_gym.envs import CompilerEnv +from compiler_gym.spaces.reward import Reward from compiler_gym.util.gym_type_hints import ObservationType, StepType +from compiler_gym.views import ObservationSpaceSpec class CompilerEnvWrapper(gym.Wrapper): @@ -27,7 +29,17 @@ def __init__(self, env: CompilerEnv): :raises TypeError: If :code:`env` is not a :class:`CompilerEnv `. """ - super().__init__(env) + # No call to gym.Wrapper superclass constructor here because we need to + # avoid setting the observation_space member variable, which in the + # CompilerEnv class is a property with a custom setter. Instead we set + # the observation_space_spec directly. + self.env = env + self.action_space = self.env.action_space + self.reward_range = self.env.reward_range + self.metadata = self.env.metadata + + def step(self, action, observations=None, rewards=None): + return self.env.step(action, observations=observations, rewards=rewards) def reset(self, *args, **kwargs) -> ObservationType: return self.env.reset(*args, **kwargs) @@ -35,14 +47,47 @@ def reset(self, *args, **kwargs) -> ObservationType: def fork(self) -> CompilerEnv: return type(self)(env=self.env.fork()) + @property + def observation_space(self): + if self.env.observation_space_spec: + return self.env.observation_space_spec.space + + @observation_space.setter + def observation_space( + self, observation_space: Optional[Union[str, ObservationSpaceSpec]] + ) -> None: + self.env.observation_space = observation_space + + @property + def observation_space_spec(self): + return self.env.observation_space_spec + + @observation_space_spec.setter + def observation_space_spec( + self, observation_space_spec: Optional[ObservationSpaceSpec] + ) -> None: + self.env.observation_space_spec = observation_space_spec + + @property + def reward_space(self) -> Optional[Reward]: + return self.env.reward_space + + @reward_space.setter + def reward_space(self, reward_space: Optional[Union[str, Reward]]) -> None: + self.env.reward_space = reward_space + class ActionWrapper(CompilerEnvWrapper): """Wraps a :class:`CompilerEnv ` environment to allow an action space transformation. """ - def step(self, action: Union[int, Iterable[int]]) -> StepType: - return self.env.step(self.action(action)) + def step( + self, action: Union[int, Iterable[int]], observations=None, rewards=None + ) -> StepType: + return self.env.step( + self.action(action), observations=observations, rewards=rewards + ) def action(self, action): """Translate the action to the new space.""" @@ -87,9 +132,10 @@ def step(self, *args, **kwargs): # TODO(cummins): Refactor step() so that we don't have to do this # recalculation of episode_reward, as this is prone to errors if, say, # the base reward returns NaN or an invalid type. - self.unwrapped.episode_reward -= reward - reward = self.reward(reward) - self.unwrapped.episode_reward += reward + if reward is not None and self.episode_reward is not None: + self.unwrapped.episode_reward -= reward + reward = self.reward(reward) + self.unwrapped.episode_reward += reward return observation, reward, done, info def reward(self, reward): diff --git a/compiler_gym/wrappers/datasets.py b/compiler_gym/wrappers/datasets.py index 39c036a7c..4158c0f51 100644 --- a/compiler_gym/wrappers/datasets.py +++ b/compiler_gym/wrappers/datasets.py @@ -9,35 +9,68 @@ from compiler_gym.datasets import Benchmark from compiler_gym.envs import CompilerEnv +from compiler_gym.util.parallelization import thread_safe_tee from compiler_gym.wrappers.core import CompilerEnvWrapper -BenchmarkArg = Union[str, Benchmark] +BenchmarkLike = Union[str, Benchmark] class IterateOverBenchmarks(CompilerEnvWrapper): - """Iterate over a (possibly finite) sequence of benchmarks on each call to + """Iterate over a (possibly infinite) sequence of benchmarks on each call to reset(). Will raise :code:`StopIteration` on :meth:`reset() ` once the iterator is exhausted. Use :class:`CycleOverBenchmarks` or :class:`RandomOrderBenchmarks` for wrappers which will loop over the benchmarks. """ - def __init__(self, env: CompilerEnv, benchmarks: Iterable[BenchmarkArg]): + def __init__( + self, + env: CompilerEnv, + benchmarks: Iterable[BenchmarkLike], + fork_shares_iterator: bool = False, + ): """Constructor. :param env: The environment to wrap. :param benchmarks: An iterable sequence of benchmarks. + + :param fork_shares_iterator: If :code:`True`, the :code:`benchmarks` + iterator will bet shared by a forked environment created by + :meth:`env.fork() `. This means + that calling :meth:`env.reset() + ` with one environment will + advance the iterator in the other. If :code:`False`, forked + environments will use :code:`itertools.tee()` to create a copy of + the iterator so that each iterator may advance independently. + However, this requires shared buffers between the environments which + can lead to memory overheads if :meth:`env.reset() + ` is called many times more in + one environment than the other. """ super().__init__(env) self.benchmarks = iter(benchmarks) + self.fork_shares_iterator = fork_shares_iterator - def reset(self, benchmark: Optional[BenchmarkArg] = None, **kwargs): + def reset(self, benchmark: Optional[BenchmarkLike] = None, **kwargs): if benchmark is not None: - raise TypeError("Benchmark passed toIterateOverBenchmarks.reset()") - benchmark: BenchmarkArg = next(self.benchmarks) + raise TypeError("Benchmark passed to IterateOverBenchmarks.reset()") + benchmark: BenchmarkLike = next(self.benchmarks) return self.env.reset(benchmark=benchmark) + def fork(self) -> "IterateOverBenchmarks": + if self.fork_shares_iterator: + other_benchmarks_iterator = self.benchmarks + else: + self.benchmarks, other_benchmarks_iterator = thread_safe_tee( + self.benchmarks + ) + return IterateOverBenchmarks( + env=self.env.fork(), + benchmarks=other_benchmarks_iterator, + fork_shares_iterator=self.fork_shares_iterator, + ) + class CycleOverBenchmarks(IterateOverBenchmarks): """Cycle through a list of benchmarks on each call to :meth:`reset() @@ -49,37 +82,74 @@ class CycleOverBenchmarks(IterateOverBenchmarks): def __init__( self, env: CompilerEnv, - benchmarks: Iterable[BenchmarkArg], + benchmarks: Iterable[BenchmarkLike], + fork_shares_iterator: bool = False, ): """Constructor. :param env: The environment to wrap. :param benchmarks: An iterable sequence of benchmarks. + + :param fork_shares_iterator: If :code:`True`, the :code:`benchmarks` + iterator will be shared by a forked environment created by + :meth:`env.fork() `. This means + that calling :meth:`env.reset() + ` with one environment will + advance the iterator in the other. If :code:`False`, forked + environments will use :code:`itertools.tee()` to create a copy of + the iterator so that each iterator may advance independently. + However, this requires shared buffers between the environments which + can lead to memory overheads if :meth:`env.reset() + ` is called many times more in + one environment than the other. """ - super().__init__(env, benchmarks=cycle(benchmarks)) + super().__init__( + env, benchmarks=cycle(benchmarks), fork_shares_iterator=fork_shares_iterator + ) class RandomOrderBenchmarks(IterateOverBenchmarks): """Select randomly from a list of benchmarks on each call to :meth:`reset() `. + + .. note:: + + Uniform random selection is provided by evaluating the input benchmarks + iterator into a list and sampling randomly from the list. This will not + work for random iteration over infinite or very large iterables of + benchmarks. """ def __init__( self, env: CompilerEnv, - benchmarks: Iterable[BenchmarkArg], + benchmarks: Iterable[BenchmarkLike], rng: Optional[np.random.Generator] = None, ): """Constructor. :param env: The environment to wrap. - :param benchmarks: An iterable sequence of benchmarks. + :param benchmarks: An iterable sequence of benchmarks. The entirety of + this input iterator is evaluated during construction. :param rng: A random number generator to use for random benchmark selection. """ - benchmarks = list(benchmarks) + self._all_benchmarks = list(benchmarks) rng = rng or np.random.default_rng() - super().__init__(env, benchmarks=(rng.choice(benchmarks) for _ in iter(int, 1))) + super().__init__( + env, + benchmarks=(rng.choice(self._all_benchmarks) for _ in iter(int, 1)), + fork_shares_iterator=True, + ) + + def fork(self) -> "IterateOverBenchmarks": + """Fork the random order benchmark wrapper. + + Note that RNG state is not copied to forked environments. + """ + return IterateOverBenchmarks( + env=self.env.fork(), benchmarks=self._all_benchmarks + ) diff --git a/compiler_gym/wrappers/time_limit.py b/compiler_gym/wrappers/time_limit.py index f48790a86..743853915 100644 --- a/compiler_gym/wrappers/time_limit.py +++ b/compiler_gym/wrappers/time_limit.py @@ -2,12 +2,13 @@ # # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. -import gym +from typing import Iterable, Optional, Union +from compiler_gym.envs import CompilerEnv from compiler_gym.wrappers.core import CompilerEnvWrapper -class TimeLimit(gym.wrappers.TimeLimit, CompilerEnvWrapper): +class TimeLimit(CompilerEnvWrapper): """A step-limited wrapper that is compatible with CompilerGym. Example usage: @@ -20,3 +21,37 @@ class TimeLimit(gym.wrappers.TimeLimit, CompilerEnvWrapper): >>> done True """ + + def __init__(self, env: CompilerEnv, max_episode_steps: Optional[int] = None): + super().__init__(env=env) + if max_episode_steps is None and self.env.spec is not None: + max_episode_steps = env.spec.max_episode_steps + if self.env.spec is not None: + self.env.spec.max_episode_steps = max_episode_steps + self._max_episode_steps = max_episode_steps + self._elapsed_steps = None + + def step(self, action: Union[int, Iterable[int]], **kwargs): + assert ( + self._elapsed_steps is not None + ), "Cannot call env.step() before calling reset()" + observation, reward, done, info = self.env.step(action, **kwargs) + self._elapsed_steps += 1 + if self._elapsed_steps >= self._max_episode_steps: + info["TimeLimit.truncated"] = not done + done = True + return observation, reward, done, info + + def reset(self, **kwargs): + self._elapsed_steps = 0 + return self.env.reset(**kwargs) + + def fork(self) -> "TimeLimit": + """Fork the wrapped environment. + + The time limit state of the forked environment is the same as the source + state. + """ + fkd = type(self)(env=self.env.fork(), max_episode_steps=self._max_episode_steps) + fkd._elapsed_steps = self._elapsed_steps # pylint: disable=protected-access + return fkd diff --git a/docs/source/_static/css/custom.css b/docs/source/_static/css/custom.css index d50bf179b..6734ff94a 100644 --- a/docs/source/_static/css/custom.css +++ b/docs/source/_static/css/custom.css @@ -50,21 +50,24 @@ div.wy-side-scroll a { font-weight: 300; } -/* Tables of contents. */ +/* Tables of contents and bullet list styles. */ div.contents { padding: 0 0 24px; } div.contents ul, -section#indices-and-tables ul { +section#indices-and-tables ul, +div.document ul { padding-left: 24px; } div.contents ul.simple li, section#indices-and-tables li, -table.indextable li { +table.indextable li, +div.document ul.simple li { list-style: disc; } div.contents ul.simple li p, -section#indices-and-tables li p { +section#indices-and-tables li p, +div.document ul.simple li p { margin: 0; } section#indices-and-tables h1 { diff --git a/docs/source/faq.rst b/docs/source/faq.rst index 6c13142d9..9f64ec4e8 100644 --- a/docs/source/faq.rst +++ b/docs/source/faq.rst @@ -25,7 +25,7 @@ around with it to better understand what is going on: :: - $ pythom -m compiler_gym.bin.manual_env --env=llvm-v0 + $ python -m compiler_gym.bin.manual_env --env=llvm-v0 Once you get the hang of things, try submitting your best algorithm to our `leaderboards `_! @@ -50,7 +50,7 @@ Is compiler optimization really a sequential decision process? Compilers frequently package individual transformations as "optimization passes" which are then applied in a sequential order. Usually this order is fixed (e.g. -`realworld example +`real world example `_). CompilerGym replaces that fixed order with a sequential decision process where any pass may be applied at any stage. @@ -84,7 +84,7 @@ clang: $ clang -emit-llvm -c -O0 -Xclang -disable-O0-optnone -Xclang -disable-llvm-passes myapp.c -Then pass the path of the generated `.bc` file to the CompilerGym commandline +Then pass the path of the generated `.bc` file to the CompilerGym command-line tools using the `--benchmark` flag, e.g. :: @@ -120,9 +120,9 @@ I updated with "git pull" and now it doesn't work ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ The first thing to is to re-run :code:`make init` to ensure that you have the -correct development depencies installed, as those can change between releases. -Then run :code:`make distclean` to tidy up any build artifacts from the old -version. +correct development dependencies installed, as those can change between +releases. Then run :code:`make distclean` to tidy up any build artifacts from +the old version. If that doesn't fix the problem, feel free to `file an issue `_, but diff --git a/docs/source/index.rst b/docs/source/index.rst index cccdd03b4..374fb75a6 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -8,14 +8,19 @@ for applying reinforcement learning to compiler optimizations. :caption: User Guide getting_started - llvm/index - cli about + cli rpc changelog contributing faq +.. toctree:: + :maxdepth: 2 + :caption: Environments + + llvm/index + .. .. toctree:: :maxdepth: 1 diff --git a/docs/source/llvm/index.rst b/docs/source/llvm/index.rst index eb832d5b0..3706fb46f 100644 --- a/docs/source/llvm/index.rst +++ b/docs/source/llvm/index.rst @@ -27,6 +27,8 @@ We provide several datasets of open-source LLVM-IR benchmarks for use: +----------------------------+--------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------+ | benchmark://cbench-v1 | 23 | Runnable C benchmarks [`Homepage `__, `Paper `__] | Partially | +----------------------------+--------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------+ +| benchmark://chstone-v0 | 12 | Benchmarks for C-based High-Level Synthesis [`Homepage `__, `Paper `__] | No | ++----------------------------+--------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------+ | benchmark://clgen-v0 | 996 | Synthetically generated OpenCL kernels [`Homepage `__, `Paper `__] | No | +----------------------------+--------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------+ | benchmark://github-v0 | 49,738 | Compile-only C/C++ objects from GitHub [`Paper `__] | No | @@ -47,7 +49,7 @@ We provide several datasets of open-source LLVM-IR benchmarks for use: +----------------------------+--------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------+ | generator://llvm-stress-v0 | ∞ | Randomly generated LLVM-IR [`Documentation `__] | No | +----------------------------+--------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------+ -| Total | 1,160,330 | | | +| Total | 1,158,701 | | | +----------------------------+--------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------+ .. [#f1] Values are for the Linux datasets. Some of the datasets contain fewer @@ -681,6 +683,58 @@ Cost Models Raw values from the cost models used to compute :ref:`rewards `. +Runtime +~~~~~~~ + +|:building_construction:| **Experimental API:** This runtime observation space +is still in an experimental state and is not yet stable. There may be bugs and +breaking changes in future releases. + ++--------------------------+------------------------------------------------------------------------------------+ +| Observation space | Shape | ++==========================+====================================================================================+ +| IsRunnable | `int<0,1>` | ++--------------------------+------------------------------------------------------------------------------------+ +| Runtime | `float64_list<>[0,inf])` | ++--------------------------+------------------------------------------------------------------------------------+ + +Compile and run the benchmark, returning a list of wall-clock execution times. +Times are returned as floating point second values. The number of times that the +benchmark is executed is determined by the +:attr:`LlvmEnv.runtime_observation_count +` property. + +Not all benchmarks are runnable. To check if the current benchmark is runnable, +use the :code:`IsRunnable` observation space, that is :code:`1` if the benchmark +is runnable, else :code:`0`. Requesting the :code:`Runtime` observation space +for a benchmark that is not runnable will return an empty list. + + +Build Time +~~~~~~~~~~ + +|:building_construction:| **Experimental API:** This compiler time observation +space is still in an experimental state and is not yet stable. There may be bugs +and breaking changes in future releases. + ++--------------------------+------------------------------------------------------------------------------------+ +| Observation space | Shape | ++==========================+====================================================================================+ +| IsBuildable | `int<0,1>` | ++--------------------------+------------------------------------------------------------------------------------+ +| Buildtime | `float64_list<>[0,inf])` | ++--------------------------+------------------------------------------------------------------------------------+ + +Compile the benchmark to a binary and return a list of a single wall-clock build +time as seconds. + +Not all benchmarks are build. To check if the current benchmark is buildable, +use the :code:`IsBuildable` observation space, that is :code:`1` if the +benchmark is buildable, else :code:`0`. Requesting the :code:`Buildtime` +observation space for a benchmark that is not buildable will return an empty +list. + + .. _reward: Reward Spaces diff --git a/examples/example_compiler_gym_service/__init__.py b/examples/example_compiler_gym_service/__init__.py index f9c44bc34..c20b43a16 100644 --- a/examples/example_compiler_gym_service/__init__.py +++ b/examples/example_compiler_gym_service/__init__.py @@ -36,7 +36,7 @@ def __init__(self): ) self.previous_runtime = None - def reset(self, benchmark: str): + def reset(self, benchmark: str, observation_view): del benchmark # unused self.previous_runtime = None diff --git a/examples/example_compiler_gym_service/env_tests.py b/examples/example_compiler_gym_service/env_tests.py index 1293f5705..ed792ba28 100644 --- a/examples/example_compiler_gym_service/env_tests.py +++ b/examples/example_compiler_gym_service/env_tests.py @@ -96,10 +96,10 @@ def test_observation_spaces(env: CompilerEnv): size_range=(0, None), dtype=str, opaque_data_format="" ) assert env.observation.spaces["features"].space == Box( - shape=(3,), low=-100, high=100, dtype=np.int64 + shape=(3,), low=-100, high=100, dtype=int ) assert env.observation.spaces["runtime"].space == Scalar( - min=0, max=np.inf, dtype=np.float64 + min=0, max=np.inf, dtype=float ) diff --git a/examples/example_compiler_gym_service/service_py/example_service.py b/examples/example_compiler_gym_service/service_py/example_service.py index 3ea023c37..7482247bb 100755 --- a/examples/example_compiler_gym_service/service_py/example_service.py +++ b/examples/example_compiler_gym_service/service_py/example_service.py @@ -92,7 +92,7 @@ def apply_action(self, action: Action) -> Tuple[bool, Optional[ActionSpace], boo return False, None, False def get_observation(self, observation_space: ObservationSpace) -> Observation: - logging.info("Computing observation from space %d", observation_space) + logging.info("Computing observation from space %s", observation_space) if observation_space.name == "ir": return Observation(string_value="Hello, world!") elif observation_space.name == "features": diff --git a/examples/rllib.ipynb b/examples/rllib.ipynb new file mode 100644 index 000000000..6a24977f8 --- /dev/null +++ b/examples/rllib.ipynb @@ -0,0 +1,459 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "_BoKmYo6oUci" + }, + "source": [ + "License\n", + "\n", + "```\n", + "Copyright (c) Facebook, Inc. and its affiliates.\n", + "\n", + "This source code is licensed under the MIT license found in the\n", + "LICENSE file in the root directory of this source tree.\n", + "```" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "gsrdt9HooN9K" + }, + "source": [ + "# Using CompilerGym environments with RLlib\n", + "\n", + "In this notebook we will use [RLlib](https://docs.ray.io/en/master/rllib.html) to train an agent for CompilerGym's [LLVM environment](https://facebookresearch.github.io/CompilerGym/llvm/index.html). RLlib is a popular library for scalable reinforcement learning, built on [Ray](https://docs.ray.io/en/master/index.html). It provides distributed implementations of several standard reinforcement learning algorithms.\n", + "\n", + "Our goal is not to produce the best agent, but to demonstrate how to integrate CompilerGym with RLlib. It will take about 20 minutes to work through. Let's get started!" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "W8CSxbx5ovuF" + }, + "source": [ + "## Installation\n", + "\n", + "We'll begin by installing the `compiler_gym` and `ray` packages:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "cT3QDtxbf3Cr", + "outputId": "399fced8-ec0c-4745-cf29-74dac40429f4" + }, + "outputs": [], + "source": [ + "!pip install compiler_gym 'ray[default,rllib]' &>/dev/null || echo \"Install failed!\"\n", + "\n", + "# Print the versions of the libraries that we are using:\n", + "import compiler_gym\n", + "import ray\n", + "\n", + "print(\"compiler_gym version:\", compiler_gym.__version__)\n", + "print(\"ray version:\", ray.__version__)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "5Y2bt7GttpQ3" + }, + "source": [ + "## Defining an Environment\n", + "\n", + "Next we will define the environment to use for our experiments. For the purposes of a simple demo we will apply two simplifying constraints to CompilerGym's LLVM environment:\n", + "\n", + "1. We will use only a small subset of the command line flag action space.\n", + "2. We will clip the length of episodes to a maximum number of steps.\n", + "\n", + "To make things simple we will define a `make_env()` helper function to create our environment, and use the [compiler_gym.wrappers](https://facebookresearch.github.io/CompilerGym/compiler_gym/wrappers.html) API to implement these constraints. There is quite a lot going on in this cell, be sure to read through the comments for an explanation of what is going on!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "bNeq2sArf5pa" + }, + "outputs": [], + "source": [ + "from compiler_gym.wrappers import ConstrainedCommandline, TimeLimit\n", + "from ray import tune\n", + "\n", + "def make_env() -> compiler_gym.envs.CompilerEnv:\n", + " \"\"\"Make the reinforcement learning environment for this experiment.\"\"\"\n", + " # We will use LLVM as our base environment. Here we specify the observation\n", + " # space from this paper: https://arxiv.org/pdf/2003.00671.pdf and the total\n", + " # IR instruction count as our reward space, normalized against the \n", + " # performance of LLVM's -Oz policy.\n", + " env = compiler_gym.make(\n", + " \"llvm-v0\",\n", + " observation_space=\"Autophase\",\n", + " reward_space=\"IrInstructionCountOz\",\n", + " )\n", + " # Here we constrain the action space of the environment to use only a \n", + " # handful of command line flags from the full set. We do this to speed up\n", + " # learning by pruning the action space by hand. This also limits the \n", + " # potential improvements that the agent can achieve compared to using the \n", + " # full action space.\n", + " env = ConstrainedCommandline(env, flags=[\n", + " \"-break-crit-edges\",\n", + " \"-early-cse-memssa\",\n", + " \"-gvn-hoist\",\n", + " \"-gvn\",\n", + " \"-instcombine\",\n", + " \"-instsimplify\",\n", + " \"-jump-threading\",\n", + " \"-loop-reduce\",\n", + " \"-loop-rotate\",\n", + " \"-loop-versioning\",\n", + " \"-mem2reg\",\n", + " \"-newgvn\",\n", + " \"-reg2mem\",\n", + " \"-simplifycfg\",\n", + " \"-sroa\",\n", + " ])\n", + " # Finally, we impose a time limit on the environment so that every episode\n", + " # for 5 steps or fewer. This is because the environment's task is continuous\n", + " # and no action is guaranteed to result in a terminal state. Adding a time\n", + " # limit means we don't have to worry about learning when an agent should \n", + " # stop, though again this limits the potential improvements that the agent\n", + " # can achieve compared to using an unbounded maximum episode length.\n", + " env = TimeLimit(env, max_episode_steps=5)\n", + " return env" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "Eg84RXsDt5ey", + "outputId": "8d1fa820-348e-400e-de6c-0a6d9a14d9bb" + }, + "outputs": [], + "source": [ + "# Let's create an environment and print a few attributes just to check that we \n", + "# have everything set up the way that we would like.\n", + "with make_env() as env:\n", + " print(\"Action space:\", env.action_space)\n", + " print(\"Observation space:\", env.observation_space)\n", + " print(\"Reward space:\", env.reward_space)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "39k80F8itTT_" + }, + "source": [ + "## Datasets\n", + "\n", + "Now that we have an environment, we will need a set of programs to train on. In CompilerGym, these programs are called *benchmarks*. CompilerGym ships with [several sets of benchmarks](https://facebookresearch.github.io/CompilerGym/llvm/index.html#datasets). Here we will take a handful of benchmarks from the `npb-v0` dataset for training. We will then further divide this set into training and validation sets. We will use `chstone-v0` as a holdout test set." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "IV6-adNIhoGS", + "outputId": "23afc569-58d1-443a-a4a7-e72b703152cc" + }, + "outputs": [], + "source": [ + "from itertools import islice\n", + "\n", + "with make_env() as env:\n", + " # The two datasets we will be using:\n", + " npb = env.datasets[\"npb-v0\"]\n", + " chstone = env.datasets[\"chstone-v0\"]\n", + "\n", + " # Each dataset has a `benchmarks()` method that returns an iterator over the\n", + " # benchmarks within the dataset. Here we will use iterator sliceing to grab a \n", + " # handful of benchmarks for training and validation.\n", + " train_benchmarks = list(islice(npb.benchmarks(), 55))\n", + " train_benchmarks, val_benchmarks = train_benchmarks[:50], train_benchmarks[50:]\n", + " # We will use the entire chstone-v0 dataset for testing.\n", + " test_benchmarks = list(chstone.benchmarks())\n", + "\n", + "print(\"Number of benchmarks for training:\", len(train_benchmarks))\n", + "print(\"Number of benchmarks for validation:\", len(val_benchmarks))\n", + "print(\"Number of benchmarks for testing:\", len(test_benchmarks))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "ZW0sfMhjv8Kg" + }, + "source": [ + "## Registering the environment with RLlib\n", + "\n", + "Now that we have our environment and training benchmarks, we can register the environment for use with RLlib. To do this we will define a second `make_training_env()` helper that uses the [CycleOverBenchmarks](https://facebookresearch.github.io/CompilerGym/compiler_gym/wrappers.html#compiler_gym.wrappers.CycleOverBenchmarks) wrapper to ensure that the environment uses all of the training benchmarks. We then call `tune.register_env()`, assining the environment a name." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "-UgFKvTkv64L" + }, + "outputs": [], + "source": [ + "from compiler_gym.wrappers import CycleOverBenchmarks\n", + "\n", + "def make_training_env(*args) -> compiler_gym.envs.CompilerEnv:\n", + " \"\"\"Make a reinforcement learning environment that cycles over the\n", + " set of training benchmarks in use.\n", + " \"\"\"\n", + " del args # Unused env_config argument passed by ray\n", + " return CycleOverBenchmarks(make_env(), train_benchmarks)\n", + "\n", + "tune.register_env(\"compiler_gym\", make_training_env)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "6CVCAIrpyKa4", + "outputId": "76537a51-91e7-46c5-ab7c-e71122be04c6" + }, + "outputs": [], + "source": [ + "# Lets cycle through a few calls to reset() to demonstrate that this environment\n", + "# selects a new benchmark for each episode.\n", + "with make_training_env() as env:\n", + " env.reset()\n", + " print(env.benchmark)\n", + " env.reset()\n", + " print(env.benchmark)\n", + " env.reset()\n", + " print(env.benchmark)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "IpR63LcOuRRz" + }, + "source": [ + "## Run the training loop\n", + "\n", + "Now that we have the environment set up, let's run a training loop. Here will use RLlib's [Proximal Policy Optimization](https://docs.ray.io/en/master/rllib-algorithms.html#ppo) implementation, and run a very short training loop just for demonstative purposes." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 1000 + }, + "id": "KYGUxq6GhXZL", + "outputId": "6ce9e698-6fd2-442d-976d-40c4c0a0902f" + }, + "outputs": [], + "source": [ + "import ray\n", + "from ray.rllib.agents.ppo import PPOTrainer\n", + "\n", + "# (Re)Start the ray runtime.\n", + "if ray.is_initialized():\n", + " ray.shutdown()\n", + "ray.init(include_dashboard=False, ignore_reinit_error=True)\n", + "\n", + "tune.register_env(\"compiler_gym\", make_training_env)\n", + "\n", + "analysis = tune.run(\n", + " PPOTrainer,\n", + " checkpoint_at_end=True,\n", + " stop={\n", + " \"episodes_total\": 500,\n", + " },\n", + " config={\n", + " \"seed\": 0xCC,\n", + " \"num_workers\": 1,\n", + " # Specify the environment to use, where \"compiler_gym\" is the name we \n", + " # passed to tune.register_env().\n", + " \"env\": \"compiler_gym\",\n", + " # Reduce the size of the batch/trajectory lengths to match our short \n", + " # training run.\n", + " \"rollout_fragment_length\": 5,\n", + " \"train_batch_size\": 5,\n", + " \"sgd_minibatch_size\": 5,\n", + " }\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "CFDxXezNuXdy" + }, + "source": [ + "## Evaluate the agent\n", + "\n", + "After running the training loop we can create a new agent that has exploration disabled, restore it from the training checkpoint, and then use it for running inference tests." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "4mYoBhSEi26c", + "outputId": "2dae3ec2-9d0e-4919-86b9-10362d9dd5ee" + }, + "outputs": [], + "source": [ + "agent = PPOTrainer(\n", + " env=\"compiler_gym\",\n", + " config={\n", + " \"num_workers\": 1,\n", + " \"seed\": 0xCC,\n", + " # For inference we disable the stocastic exploration that is used during \n", + " # training.\n", + " \"explore\": False,\n", + " },\n", + ")\n", + "\n", + "# We only made a single checkpoint at the end of training, so restore that. In\n", + "# practice we may have many checkpoints that we will select from using \n", + "# performance on the validation set.\n", + "checkpoint = analysis.get_best_checkpoint(\n", + " metric=\"episode_reward_mean\", \n", + " mode=\"max\", \n", + " trial=analysis.trials[0]\n", + ")\n", + "\n", + "agent.restore(checkpoint)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "aWeLEVYZjVuM", + "outputId": "ee293b46-650f-4fbb-8ff4-4414eb4140c5" + }, + "outputs": [], + "source": [ + "# Lets define a helper function to make it easy to evaluate the agent's \n", + "# performance on a set of benchmarks.\n", + "\n", + "def run_agent_on_benchmarks(benchmarks):\n", + " \"\"\"Run agent on a list of benchmarks and return a list of cumulative rewards.\"\"\"\n", + " with make_env() as env:\n", + " rewards = []\n", + " for i, benchmark in enumerate(benchmarks, start=1):\n", + " observation, done = env.reset(benchmark=benchmark), False\n", + " while not done:\n", + " action = agent.compute_action(observation)\n", + " observation, _, done, _ = env.step(action)\n", + " rewards.append(env.episode_reward)\n", + " print(f\"[{i}/{len(benchmarks)}] {env.state}\")\n", + "\n", + " return rewards\n", + "\n", + "# Evaluate agent performance on the validation set.\n", + "val_rewards = run_agent_on_benchmarks(val_benchmarks)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "DEc872g10UmF", + "outputId": "96170474-0742-4e7c-9d53-4d2fc094f9fb" + }, + "outputs": [], + "source": [ + "# Evaluate agent performance on the holdout test set.\n", + "test_rewards = run_agent_on_benchmarks(test_benchmarks)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 383 + }, + "id": "Oo3Dn360EE5A", + "outputId": "55879094-dcc6-4d43-f385-d71db1300efe" + }, + "outputs": [], + "source": [ + "# Finally lets plot our results to see how we did!\n", + "from matplotlib import pyplot as plt\n", + "\n", + "def plot_results(x, y, name, ax):\n", + " plt.sca(ax)\n", + " plt.bar(range(len(y)), y)\n", + " plt.ylabel(\"Reward (higher is better)\")\n", + " plt.xticks(range(len(x)), x, rotation = 90)\n", + " plt.title(f\"Performance on {name} set\")\n", + "\n", + "fig, (ax1, ax2) = plt.subplots(1, 2)\n", + "fig.set_size_inches(13, 3)\n", + "plot_results(val_benchmarks, val_rewards, \"val\", ax1)\n", + "plot_results(test_benchmarks, test_rewards, \"test\", ax2)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "Z1lXpJbA04Ji" + }, + "source": [ + "That's it for this demonstration! Check out the [documentation site](https://facebookresearch.github.io/CompilerGym/) for more details, API reference, and more. If you can encounter any problems, please [file an issue](https://github.com/facebookresearch/CompilerGym/issues)." + ] + } + ], + "metadata": { + "colab": { + "collapsed_sections": [], + "name": "rllib-example.ipynb", + "provenance": [], + "toc_visible": true + }, + "kernelspec": { + "display_name": "Python 3", + "name": "python3" + }, + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} diff --git a/leaderboard/llvm_instcount/dqn/README.md b/leaderboard/llvm_instcount/dqn/README.md new file mode 100644 index 000000000..aa7080712 --- /dev/null +++ b/leaderboard/llvm_instcount/dqn/README.md @@ -0,0 +1,81 @@ +# DQN + +**tldr;** +A deep q-network that is trained to learn sequences of transformation passes on programs from the test set. + +**Authors:** +Patrick Hesse + +**Results:** +1. [Episode length 10, 4000 training episodes](results-instcountnorm-H10-N4000.csv). + +**Publication:** + +**CompilerGym version:** +0.1.9 + +**Open source?** +Yes. [Source Code](https://github.com/phesse001/compiler-gym-dqn/blob/5a7dc2eec2f144bdabf640266b1667b3da470c79/eval.py). + +**Did you modify the CompilerGym source code?** +No. + +**What parameters does the approach have?** +* Episode length. *H* +* Learning rate. *λ* +* Discount fatcor. *γ* +* Actions that are considered by the algorithm. *a* +* Features used *f* +* Number of episodes used during learning. *N* +* Ratio of random actions to greedy actions. *ε* +* Rate of decrease of ε. *d* +* Final value of ε. *E* +* Size of memory buffer to store (action, state, reward, new_state) tuple. *s* +* Frequency of target network update. *t* +* The number of time-steps without reward before considering episode done (patience). *p* +* The minimum number of memorys in replay buffer before learning. *l* +* The size of a batch of observations fed through the network *b* +* The number of nodes in a fully connected layer *n* + +**What range of values were considered for the above parameters?** +Originally, I tried a much larger set of hyperparameters, something like: +* H=40, λ=0.001, γ=0.99, entire action space, f=InstCountNorm, N=100000, ε=1.0, d=5e-6, E=0.05, s=100000, t=10000, p=5, l=32, b=32, n=512. +But the model was much more unstable, oscillating between ok and bad policies. After some trial and error I eventually decided to scale down the problem by using a subset of the action space with actions that are known to help with code-size reduction and ended up using this set of hyperparameters: +* H=10, λ=0.001, γ=0.9, 15 selected actions, f=InstCountNorm, N=4000, ε=1.0, d=5e-5, E=0.05, s=100000, t=500, p=5, l=32, b=32, n=128. + +**Is the policy deterministic?** +The policy itself is deterministic after its trained. However the initialization of network parameters is non-deterministic, so the behavior is different when trained again. + +## Description + +Deep Q-learning is a standard reinforcement learning algorithm that uses a neural +network to approximate Q-value iteration. As the agent interacts with it's environment, +transitions of state, action, reward, new state, and done are stored in a buffer and +sampled randomly to feed to the Q-network for learning. The Q-network predicts the +expected cumulative reward of taking an action in a state and updates the network +parameters with respect to the huber loss between the predicted Q-values and the +more stable target predicted Q-values. + +This algorithm learns from data collected online by the agent, but the data are stored +in a replay buffer and sampled randomly to remove sequential correlations. + +The decision-making is done off-policy, meaning that it's actions are dictated not +only by the policy but also by some randomness to encourage exploration of the +environment. + +### Experimental Setup + +| | Hardware Specification | +| ------ | --------------------------------------------- | +| OS | Ubuntu 20.04 | +| CPU | Ryzen 5 3600 CPU @ 3.60GHz (6× core) | +| Memory | 16 GiB | + +### Experimental Methodology + +```sh +# this will train the network parameters, which we will load later for evaluation +# since this is not for generalization, we will average the train time over the 23 benchmarks and add it to the geomean time +$ time python train.py --episodes=4000 --episode_length=10 --fc_dim=128 --patience=4 +$ python eval.py --epsilon=0 --episode_length=10 --fc_dim=128 --patience=4 +``` diff --git a/leaderboard/llvm_instcount/dqn/results-instcountnorm-H10-N4000.csv b/leaderboard/llvm_instcount/dqn/results-instcountnorm-H10-N4000.csv new file mode 100644 index 000000000..8af0fce9a --- /dev/null +++ b/leaderboard/llvm_instcount/dqn/results-instcountnorm-H10-N4000.csv @@ -0,0 +1,231 @@ +benchmark,reward,walltime,commandline +benchmark://cbench-v1/adpcm,1.0083798882681565,0.017493247985839844,opt -sroa -simplifycfg -instcombine -gvn -mem2reg -jump-threading -instsimplify -gvn-hoist -newgvn -loop-versioning input.bc -o output.bc +benchmark://cbench-v1/adpcm,1.0083798882681565,0.017162322998046875,opt -sroa -simplifycfg -instcombine -gvn -mem2reg -jump-threading -instsimplify -gvn-hoist -newgvn -loop-versioning input.bc -o output.bc 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-mem2reg -loop-versioning input.bc -o output.bc +benchmark://cbench-v1/tiffdither,1.034890426758939,0.49793267250061035,opt -newgvn -sroa -simplifycfg -instcombine -gvn-hoist -jump-threading -gvn -instsimplify -mem2reg -loop-versioning input.bc -o output.bc +benchmark://cbench-v1/tiffdither,1.034890426758939,0.5074155330657959,opt -newgvn -sroa -simplifycfg -instcombine -gvn-hoist -jump-threading -gvn -instsimplify -mem2reg -loop-versioning input.bc -o output.bc +benchmark://cbench-v1/tiffdither,1.034890426758939,0.49259138107299805,opt -newgvn -sroa -simplifycfg -instcombine -gvn-hoist -jump-threading -gvn -instsimplify -mem2reg -loop-versioning input.bc -o output.bc +benchmark://cbench-v1/tiffdither,1.034890426758939,0.4947774410247803,opt -newgvn -sroa -simplifycfg -instcombine -gvn-hoist -jump-threading -gvn -instsimplify -mem2reg -loop-versioning input.bc -o output.bc +benchmark://cbench-v1/tiffdither,1.034890426758939,0.4982891082763672,opt -newgvn -sroa -simplifycfg -instcombine -gvn-hoist -jump-threading -gvn -instsimplify -mem2reg -loop-versioning input.bc -o output.bc +benchmark://cbench-v1/tiffdither,1.034890426758939,0.49524784088134766,opt -newgvn -sroa -simplifycfg -instcombine -gvn-hoist -jump-threading -gvn -instsimplify -mem2reg -loop-versioning input.bc -o output.bc +benchmark://cbench-v1/tiffmedian,1.032375943444554,0.5318722724914551,opt -newgvn -sroa -simplifycfg -instcombine -gvn-hoist -jump-threading -gvn -instsimplify -mem2reg -loop-versioning input.bc -o output.bc +benchmark://cbench-v1/tiffmedian,1.032375943444554,0.5142035484313965,opt -newgvn -sroa -simplifycfg -instcombine -gvn-hoist -jump-threading -gvn -instsimplify -mem2reg -loop-versioning input.bc -o output.bc +benchmark://cbench-v1/tiffmedian,1.032375943444554,0.5190012454986572,opt -newgvn -sroa -simplifycfg -instcombine -gvn-hoist -jump-threading -gvn -instsimplify -mem2reg -loop-versioning input.bc -o output.bc +benchmark://cbench-v1/tiffmedian,1.032375943444554,0.5199122428894043,opt -newgvn -sroa -simplifycfg -instcombine -gvn-hoist -jump-threading -gvn -instsimplify -mem2reg -loop-versioning input.bc -o output.bc +benchmark://cbench-v1/tiffmedian,1.032375943444554,0.5286154747009277,opt -newgvn -sroa -simplifycfg -instcombine -gvn-hoist -jump-threading -gvn -instsimplify -mem2reg -loop-versioning input.bc -o output.bc +benchmark://cbench-v1/tiffmedian,1.032375943444554,0.5170338153839111,opt -newgvn -sroa -simplifycfg -instcombine -gvn-hoist -jump-threading -gvn -instsimplify -mem2reg -loop-versioning input.bc -o output.bc +benchmark://cbench-v1/tiffmedian,1.032375943444554,0.5207476615905762,opt -newgvn -sroa -simplifycfg -instcombine -gvn-hoist -jump-threading -gvn -instsimplify -mem2reg -loop-versioning input.bc -o output.bc +benchmark://cbench-v1/tiffmedian,1.032375943444554,0.5192000865936279,opt -newgvn -sroa -simplifycfg -instcombine -gvn-hoist -jump-threading -gvn -instsimplify -mem2reg -loop-versioning input.bc -o output.bc +benchmark://cbench-v1/tiffmedian,1.032375943444554,0.51849365234375,opt -newgvn -sroa -simplifycfg -instcombine -gvn-hoist -jump-threading -gvn -instsimplify -mem2reg -loop-versioning input.bc -o output.bc +benchmark://cbench-v1/tiffmedian,1.032375943444554,0.5240185260772705,opt -newgvn -sroa -simplifycfg -instcombine -gvn-hoist -jump-threading -gvn -instsimplify -mem2reg -loop-versioning input.bc -o output.bc diff --git a/packaging/Dockerfile b/packaging/Dockerfile index 82b4137f8..c950eaec4 100644 --- a/packaging/Dockerfile +++ b/packaging/Dockerfile @@ -6,21 +6,22 @@ FROM ubuntu:18.04 LABEL maintainer="Chris Cummins " +# hadolint ignore=DL3008 RUN apt-get update \ && apt-get install -y --no-install-recommends \ - 'clang=1:6.0-41~exp5~ubuntu1' \ - 'cmake=3.10.2-1ubuntu2.18.04.1' \ - 'curl=7.58.0-2ubuntu3.13' \ - 'libtinfo5=6.1-1ubuntu1.18.04' \ - 'make=4.1-9.1ubuntu1' \ - 'patch=2.7.6-2ubuntu1.1' \ - 'patchelf=0.9-1' \ - 'python3-dev=3.6.7-1~18.04' \ - 'python3-distutils=3.6.9-1~18.04' \ - 'python3-pip=9.0.1-2.3~ubuntu1.18.04.4' \ - 'python3=3.6.7-1~18.04' \ - 'rsync=3.1.2-2.1ubuntu1.1' \ - 'zlib1g-dev=1:1.2.11.dfsg-0ubuntu2' \ + clang \ + cmake \ + curl \ + libtinfo5 \ + make \ + patch \ + patchelf \ + python3-dev \ + python3-distutils \ + python3-pip \ + python3 \ + rsync \ + zlib1g-dev \ && apt-get clean \ && rm -rf /var/lib/apt/lists/* diff --git a/packaging/container_init.sh b/packaging/container_init.sh old mode 100644 new mode 100755 diff --git a/requirements.txt b/requirements.txt index b6a31f89c..2780e5c8d 100644 --- a/requirements.txt +++ b/requirements.txt @@ -3,3 +3,4 @@ -r examples/requirements.txt -r requirements_pre_commit.txt -r tests/requirements.txt +-r www/requirements.txt diff --git a/requirements_pre_commit.txt b/requirements_pre_commit.txt index d3fbab6b5..7f650a7f1 100644 --- a/requirements_pre_commit.txt +++ b/requirements_pre_commit.txt @@ -1,3 +1,4 @@ black==19.10b0 +flake8==3.9.2 isort==4.3.21 pre-commit>=2.12.1 diff --git a/setup.py b/setup.py index a82db7f96..47f9219e7 100644 --- a/setup.py +++ b/setup.py @@ -82,6 +82,8 @@ def get_tag(self): "envs/llvm/service/passes/*.txt", "third_party/cbench/benchmarks.txt", "third_party/cbench/cbench-v*/*", + "third_party/csmith/csmith/bin/csmith", + "third_party/csmith/csmith/include/csmith-2.3.0/*.h", "third_party/inst2vec/*.pickle", ] }, diff --git a/tests/__init__.py b/tests/__init__.py index e69de29bb..768f77b7e 100644 --- a/tests/__init__.py +++ b/tests/__init__.py @@ -0,0 +1,7 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# +# This source code is licensed under the MIT license found in the LICENSE file +# in the root directory of this source tree. +# +# tests/**/__init__.py files are needed for pytest Python path resolution. See: +# https://docs.pytest.org/en/latest/explanation/pythonpath.html diff --git a/tests/bin/__init__.py b/tests/bin/__init__.py new file mode 100644 index 000000000..768f77b7e --- /dev/null +++ b/tests/bin/__init__.py @@ -0,0 +1,7 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# +# This source code is licensed under the MIT license found in the LICENSE file +# in the root directory of this source tree. +# +# tests/**/__init__.py files are needed for pytest Python path resolution. See: +# https://docs.pytest.org/en/latest/explanation/pythonpath.html diff --git a/tests/bin/manual_env_bin_test.py b/tests/bin/manual_env_bin_test.py index a96a7dfec..1cce073ed 100644 --- a/tests/bin/manual_env_bin_test.py +++ b/tests/bin/manual_env_bin_test.py @@ -100,7 +100,7 @@ def test_list_rewards(): def test_list_observations(): io_check( """list_observations""", - r"""compiler_gym:cbench-v1/qsort> Autophase, .*, Programl""", + r"""compiler_gym:cbench-v1/qsort> Autophase, .*, Runtime""", ) diff --git a/tests/datasets/__init__.py b/tests/datasets/__init__.py new file mode 100644 index 000000000..768f77b7e --- /dev/null +++ b/tests/datasets/__init__.py @@ -0,0 +1,7 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# +# This source code is licensed under the MIT license found in the LICENSE file +# in the root directory of this source tree. +# +# tests/**/__init__.py files are needed for pytest Python path resolution. See: +# https://docs.pytest.org/en/latest/explanation/pythonpath.html diff --git a/tests/datasets/benchmark_test.py b/tests/datasets/benchmark_test.py index 71c91b394..f621fcccc 100644 --- a/tests/datasets/benchmark_test.py +++ b/tests/datasets/benchmark_test.py @@ -303,5 +303,31 @@ def test_benchmark_from_file_not_found(tmpwd: Path): assert str(e_ctx.value).endswith(str(path)) +def test_dataset_equality_and_sorting(): + """Test comparison operators between datasets.""" + a = Benchmark(BenchmarkProto(uri="benchmark://example-v0/a")) + a2 = Benchmark(BenchmarkProto(uri="benchmark://example-v0/a")) + b = Benchmark(BenchmarkProto(uri="benchmark://example-v0/b")) + + assert a == a2 + assert a != b + assert a < b + assert a <= b + assert b > a + assert b >= a + + # String comparisons + assert a == "benchmark://example-v0/a" + assert a != "benchmark://example-v0/b" + assert a < "benchmark://example-v0/b" + + # Sorting + assert sorted([a2, b, a]) == [ + "benchmark://example-v0/a", + "benchmark://example-v0/a", + "benchmark://example-v0/b", + ] + + if __name__ == "__main__": main() diff --git a/tests/datasets/dataset_test.py b/tests/datasets/dataset_test.py index bd7a29a05..979752e72 100644 --- a/tests/datasets/dataset_test.py +++ b/tests/datasets/dataset_test.py @@ -148,6 +148,46 @@ def test_dataset_deprecation_message(tmpwd: Path): dataset.install() +def test_dataset_equality_and_sorting(): + """Test comparison operators between datasets.""" + a = Dataset( + name="benchmark://a-v0", + description="A test dataset", + license="MIT", + site_data_base="test", + ) + a2 = Dataset( + name="benchmark://a-v0", + description="A test dataset", + license="MIT", + site_data_base="test", + ) + b = Dataset( + name="benchmark://b-v0", + description="A test dataset", + license="MIT", + site_data_base="test", + ) + assert a == a2 + assert a != b + assert a < b + assert a <= b + assert b > a + assert b >= a + + # String comparisons + assert a == "benchmark://a-v0" + assert a != "benchmark://b-v0" + assert a < "benchmark://b-v0" + + # Sorting + assert sorted([a2, b, a]) == [ + "benchmark://a-v0", + "benchmark://a-v0", + "benchmark://b-v0", + ] + + class DatasetForTesting(Dataset): """A dataset to use for testing.""" diff --git a/tests/fuzzing/__init__.py b/tests/fuzzing/__init__.py new file mode 100644 index 000000000..768f77b7e --- /dev/null +++ b/tests/fuzzing/__init__.py @@ -0,0 +1,7 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# +# This source code is licensed under the MIT license found in the LICENSE file +# in the root directory of this source tree. +# +# tests/**/__init__.py files are needed for pytest Python path resolution. See: +# https://docs.pytest.org/en/latest/explanation/pythonpath.html diff --git a/tests/leaderboard/__init__.py b/tests/leaderboard/__init__.py new file mode 100644 index 000000000..768f77b7e --- /dev/null +++ b/tests/leaderboard/__init__.py @@ -0,0 +1,7 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# +# This source code is licensed under the MIT license found in the LICENSE file +# in the root directory of this source tree. +# +# tests/**/__init__.py files are needed for pytest Python path resolution. See: +# https://docs.pytest.org/en/latest/explanation/pythonpath.html diff --git a/tests/llvm/BUILD b/tests/llvm/BUILD index f37795922..b71767354 100644 --- a/tests/llvm/BUILD +++ b/tests/llvm/BUILD @@ -57,6 +57,17 @@ py_test( ], ) +py_test( + name = "datasets_pickle_test", + timeout = "long", + srcs = ["datasets_pickle_test.py"], + deps = [ + "//compiler_gym/datasets", + "//tests:test_main", + "//tests/pytest_plugins:llvm", + ], +) + py_test( name = "download_llvm_test", srcs = ["download_llvm_test.py"], @@ -169,6 +180,16 @@ py_test( ], ) +py_test( + name = "llvm_session_parameters_test", + srcs = ["llvm_session_parameters_test.py"], + deps = [ + "//compiler_gym/envs", + "//tests:test_main", + "//tests/pytest_plugins:llvm", + ], +) + py_test( name = "module_id_test", timeout = "short", diff --git a/tests/llvm/__init__.py b/tests/llvm/__init__.py new file mode 100644 index 000000000..768f77b7e --- /dev/null +++ b/tests/llvm/__init__.py @@ -0,0 +1,7 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# +# This source code is licensed under the MIT license found in the LICENSE file +# in the root directory of this source tree. +# +# tests/**/__init__.py files are needed for pytest Python path resolution. See: +# https://docs.pytest.org/en/latest/explanation/pythonpath.html diff --git a/tests/llvm/custom_benchmarks_test.py b/tests/llvm/custom_benchmarks_test.py index 68d5fa6ec..48b79e4a8 100644 --- a/tests/llvm/custom_benchmarks_test.py +++ b/tests/llvm/custom_benchmarks_test.py @@ -12,6 +12,7 @@ import pytest from compiler_gym.datasets import Benchmark +from compiler_gym.datasets.benchmark import BenchmarkInitError from compiler_gym.envs import LlvmEnv, llvm from compiler_gym.service.proto import Benchmark as BenchmarkProto from compiler_gym.service.proto import File @@ -66,7 +67,7 @@ def test_benchmark_path_empty_file(env: LlvmEnv): benchmark = Benchmark.from_file("benchmark://new", tmpdir / "test.bc") - with pytest.raises(ValueError) as ctx: + with pytest.raises(BenchmarkInitError) as ctx: env.reset(benchmark=benchmark) assert str(ctx.value) == f'File is empty: "{tmpdir}/test.bc"' @@ -289,30 +290,26 @@ def test_two_custom_benchmarks_reset(env: LlvmEnv): assert env.benchmark == benchmark2.uri -def test_get_system_includes_nonzero_exit_status(): +def test_get_compiler_includes_not_found(): + with pytest.raises(OSError) as ctx: + list(llvm.llvm_benchmark.get_compiler_includes("not-a-real-binary")) + assert "Failed to invoke not-a-real-binary" in str(ctx.value) + + +def test_get_compiler_includes_nonzero_exit_status(): """Test that setting the $CXX to an invalid binary raises an error.""" - old_cxx = os.environ.get("CXX") - os.environ["CXX"] = "false" - try: - with pytest.raises(OSError) as ctx: - list( - llvm.llvm_benchmark._get_system_includes() # pylint: disable=protected-access - ) - assert "Failed to invoke false" in str(ctx.value) - finally: - if old_cxx: - os.environ["CXX"] = old_cxx + with pytest.raises(OSError) as ctx: + list(llvm.llvm_benchmark.get_compiler_includes("false")) + assert "Failed to invoke false" in str(ctx.value) -def test_get_system_includes_output_parse_failure(): +def test_get_compiler_includes_output_parse_failure(): """Test that setting the $CXX to an invalid binary raises an error.""" old_cxx = os.environ.get("CXX") os.environ["CXX"] = "echo" try: with pytest.raises(OSError) as ctx: - list( - llvm.llvm_benchmark._get_system_includes() # pylint: disable=protected-access - ) + list(llvm.llvm_benchmark.get_compiler_includes("echo")) assert "Failed to parse '#include <...>' search paths from echo" in str( ctx.value ) diff --git a/tests/llvm/datasets/__init__.py b/tests/llvm/datasets/__init__.py new file mode 100644 index 000000000..768f77b7e --- /dev/null +++ b/tests/llvm/datasets/__init__.py @@ -0,0 +1,7 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# +# This source code is licensed under the MIT license found in the LICENSE file +# in the root directory of this source tree. +# +# tests/**/__init__.py files are needed for pytest Python path resolution. See: +# https://docs.pytest.org/en/latest/explanation/pythonpath.html diff --git a/tests/llvm/datasets/csmith_test.py b/tests/llvm/datasets/csmith_test.py index 681ba07a4..7625cf614 100644 --- a/tests/llvm/datasets/csmith_test.py +++ b/tests/llvm/datasets/csmith_test.py @@ -30,7 +30,8 @@ def csmith_dataset() -> CsmithDataset: def test_csmith_size(csmith_dataset: CsmithDataset): - assert csmith_dataset.size == float("inf") + assert csmith_dataset.size == 0 + assert len(csmith_dataset) == 0 @pytest.mark.parametrize("index", range(3) if is_ci() else range(250)) @@ -57,5 +58,26 @@ def test_random_benchmark(csmith_dataset: CsmithDataset): assert len(random_benchmarks) == num_benchmarks +def test_csmith_from_seed_retry_count_exceeded(csmith_dataset: CsmithDataset): + with pytest.raises(OSError, match="Csmith failed after 5 attempts with seed 1"): + csmith_dataset.benchmark_from_seed(seed=1, max_retries=3, retry_count=5) + + +def test_csmith_positive_runtimes(env: LlvmEnv, csmith_dataset: CsmithDataset): + benchmark = next(csmith_dataset.benchmarks()) + env.reset(benchmark=benchmark) + val = env.observation["Runtime"] + print(val.tolist()) + assert np.all(np.greater(val, 0)) + + +def test_csmith_positive_buildtimes(env: LlvmEnv, csmith_dataset: CsmithDataset): + benchmark = next(csmith_dataset.benchmarks()) + env.reset(benchmark=benchmark) + val = env.observation["Buildtime"] + print(val.tolist()) + assert np.all(np.greater(val, 0)) + + if __name__ == "__main__": main() diff --git a/tests/llvm/datasets/llvm_stress_test.py b/tests/llvm/datasets/llvm_stress_test.py index cc5e65117..303616be4 100644 --- a/tests/llvm/datasets/llvm_stress_test.py +++ b/tests/llvm/datasets/llvm_stress_test.py @@ -31,7 +31,8 @@ def llvm_stress_dataset() -> LlvmStressDataset: def test_llvm_stress_size(llvm_stress_dataset: LlvmStressDataset): - assert llvm_stress_dataset.size == float("inf") + assert llvm_stress_dataset.size == 0 + assert len(llvm_stress_dataset) == 0 @pytest.mark.parametrize("index", range(3) if is_ci() else range(250)) diff --git a/tests/llvm/datasets_pickle_test.py b/tests/llvm/datasets_pickle_test.py new file mode 100644 index 000000000..9724be2f7 --- /dev/null +++ b/tests/llvm/datasets_pickle_test.py @@ -0,0 +1,30 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. +"""Tests for serializing LLVM datasets.""" +import pickle +import sys + +import pytest + +from compiler_gym.datasets import Dataset +from tests.test_main import main + +pytest_plugins = ["tests.pytest_plugins.llvm"] + + +@pytest.mark.skipif(sys.version_info < (3, 7), reason="Fails on py3.6") +def test_pickle_dataset(dataset: Dataset): + """Test that datasets can be pickled.""" + assert pickle.loads(pickle.dumps(dataset)) == dataset + + +def test_pickle_benchmark(dataset: Dataset): + """Test that benchmarks can be pickled.""" + benchmark = next(dataset.benchmarks()) + assert pickle.loads(pickle.dumps(benchmark)) + + +if __name__ == "__main__": + main() diff --git a/tests/llvm/llvm_env_test.py b/tests/llvm/llvm_env_test.py index 234537f9a..22a6dcaca 100644 --- a/tests/llvm/llvm_env_test.py +++ b/tests/llvm/llvm_env_test.py @@ -72,7 +72,9 @@ def test_benchmark_names(env: LlvmEnv, benchmark_name: str): assert env.datasets.benchmark(benchmark_name) -def test_double_reset(env: LlvmEnv): +@pytest.mark.parametrize("always_send_benchmark_on_reset", [False, True]) +def test_double_reset(env: LlvmEnv, always_send_benchmark_on_reset: bool): + env.service.opts.always_send_benchmark_on_reset = always_send_benchmark_on_reset env.reset(benchmark="cbench-v1/crc32") env.reset(benchmark="cbench-v1/crc32") assert env.in_episode diff --git a/tests/llvm/llvm_session_parameters_test.py b/tests/llvm/llvm_session_parameters_test.py new file mode 100644 index 000000000..81ef5c8c7 --- /dev/null +++ b/tests/llvm/llvm_session_parameters_test.py @@ -0,0 +1,83 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. +"""Tests for LLVM session parameter handlers.""" +import pytest + +from compiler_gym.envs.llvm import LlvmEnv +from compiler_gym.service import SessionNotFound +from compiler_gym.service.connection import ServiceError +from tests.test_main import main + +pytest_plugins = ["tests.pytest_plugins.llvm"] + + +def test_send_param_before_reset(env: LlvmEnv): + """Test that send_params() before reset() raises an error.""" + with pytest.raises( + SessionNotFound, match=r"Must call reset\(\) before send_params\(\)" + ): + env.send_params(("test", "test")) + + +def test_send_param_unknown_key(env: LlvmEnv): + """Test that send_params() raises an error when the key is not recognized.""" + env.reset() + with pytest.raises(ValueError, match="Unknown parameter: unknown.key"): + env.send_params(("unknown.key", "")) + + +def test_benchmarks_cache_parameters(env: LlvmEnv): + env.reset() + assert int(env.send_param("service.benchmark_cache.get_size_in_bytes", "")) > 0 + + # Get the default max size. + assert env.send_params(("service.benchmark_cache.get_max_size_in_bytes", "")) == [ + str(256 * 1024 * 1024) + ] + assert env.send_param( # Same again but using singular API endpoint. + "service.benchmark_cache.get_max_size_in_bytes", "" + ) == str(256 * 1024 * 1024) + + # Set a new max size. + assert env.send_params( + ("service.benchmark_cache.set_max_size_in_bytes", "256") + ) == ["256"] + assert env.send_params(("service.benchmark_cache.get_max_size_in_bytes", "")) == [ + "256" + ] + + +def test_send_param_invalid_reply_count(env: LlvmEnv, mocker): + """Test that an error is raised when # replies != # params.""" + env.reset() + + mocker.patch.object(env, "service") + with pytest.raises( + OSError, match="Sent 1 parameter but received 0 responses from the service" + ): + env.send_param("param", "") + + +def test_benchmarks_cache_parameter_invalid_int_type(env: LlvmEnv): + env.reset() + with pytest.raises(ServiceError, match="stoi"): + env.send_params(("service.benchmark_cache.set_max_size_in_bytes", "not an int")) + + +@pytest.mark.parametrize("n", [1, 3, 10]) +def test_runtime_observation_parameters(env: LlvmEnv, n: int): + env.observation_space = "Runtime" + env.reset(benchmark="cbench-v1/qsort") + + assert env.send_param("llvm.set_runtimes_per_observation_count", str(n)) == str(n) + assert env.send_param("llvm.get_runtimes_per_observation_count", "") == str(n) + runtimes = env.observation["Runtime"] + assert len(runtimes) == n + + assert env.observation_space.contains(runtimes) + + +if __name__ == "__main__": + main() diff --git a/tests/llvm/observation_spaces_test.py b/tests/llvm/observation_spaces_test.py index 8ea0031a7..25678f927 100644 --- a/tests/llvm/observation_spaces_test.py +++ b/tests/llvm/observation_spaces_test.py @@ -48,6 +48,7 @@ def test_observation_spaces(env: LlvmEnv): "Autophase", "AutophaseDict", "Programl", + "ProgramlJson", "CpuInfo", "Inst2vecPreprocessedText", "Inst2vecEmbeddingIndices", @@ -60,6 +61,10 @@ def test_observation_spaces(env: LlvmEnv): "ObjectTextSizeO0", "ObjectTextSizeO3", "ObjectTextSizeOz", + "Runtime", + "Buildtime", + "IsBuildable", + "IsRunnable", } @@ -382,6 +387,15 @@ def test_programl_observation_space(env: LlvmEnv): assert not space.platform_dependent +def test_programl_json_observation_space(env: LlvmEnv): + env.reset("cbench-v1/crc32") + key = "ProgramlJson" + space = env.observation.spaces[key] + assert isinstance(space.space, Sequence) + graph: Dict[str, Any] = env.observation[key] + assert isinstance(graph, dict) + + def test_cpuinfo_observation_space(env: LlvmEnv): env.reset("cbench-v1/crc32") key = "CpuInfo" @@ -1151,6 +1165,157 @@ def test_object_text_size_observation_spaces(env: LlvmEnv): assert value == crc32_code_sizes[sys.platform][2] +def test_runtime_observation_space(env: LlvmEnv): + env.reset("cbench-v1/crc32") + key = "Runtime" + space = env.observation.spaces[key] + assert isinstance(space.space, Sequence) + + value: np.ndarray = env.observation[key] + print(value.tolist()) # For debugging in case of error. + assert isinstance(value, np.ndarray) + assert env.runtime_observation_count == 30 + assert value.shape == (30,) + + assert not space.deterministic + assert space.platform_dependent + + assert space.space.contains(value) + + for buildtime in value: + assert buildtime > 0 + + assert len(set(value)) > 1 + + +def test_runtime_observation_space_different_observation_count(env: LlvmEnv): + """Test setting a custom observation count for LLVM runtimes.""" + env.reset("cbench-v1/crc32") + + env.runtime_observation_count = 3 + value: np.ndarray = env.observation["Runtime"] + print(value.tolist()) # For debugging in case of error. + assert value.shape == (3,) + + env.reset() + value: np.ndarray = env.observation["Runtime"] + print(value.tolist()) # For debugging in case of error. + assert value.shape == (3,) + + env.runtime_observation_count = 5 + value: np.ndarray = env.observation["Runtime"] + print(value.tolist()) # For debugging in case of error. + assert value.shape == (5,) + + +def test_runtime_observation_space_invalid_observation_count(env: LlvmEnv): + """Test setting an invalid custom observation count for LLVM runtimes.""" + env.reset("cbench-v1/crc32") + + val = env.runtime_observation_count + with pytest.raises( + ValueError, match="runtimes_per_observation_count must be >= 1. Received: -5" + ): + env.runtime_observation_count = -5 + assert env.runtime_observation_count == val # unchanged + + +def test_runtime_observation_space_not_runnable(env: LlvmEnv): + env.reset("chstone-v0/gsm") + key = "Runtime" + space = env.observation.spaces[key] + assert isinstance(space.space, Sequence) + + value: np.ndarray = env.observation[key] + print(value.tolist()) # For debugging in case of error. + assert isinstance(value, np.ndarray) + assert value.shape == (0,) + assert space.space.contains(value) + + +def test_buildtime_observation_space(env: LlvmEnv): + env.reset("cbench-v1/crc32") + key = "Buildtime" + + space = env.observation.spaces[key] + assert isinstance(space.space, Sequence) + assert not space.deterministic + assert space.platform_dependent + + value: np.ndarray = env.observation[key] + print(value) # For debugging in case of error. + assert value.shape == (1,) + assert space.space.contains(value) + assert value[0] >= 0 + + +def test_buildtime_observation_space_not_runnable(env: LlvmEnv): + env.reset("chstone-v0/gsm") + key = "Buildtime" + + space = env.observation.spaces[key] + assert isinstance(space.space, Sequence) + assert not space.deterministic + assert space.platform_dependent + + value: np.ndarray = env.observation[key] + print(value) # For debugging in case of error. + assert value.shape == (0,) + assert space.space.contains(value) + + +def test_is_runnable_observation_space(env: LlvmEnv): + env.reset("cbench-v1/crc32") + key = "IsRunnable" + space = env.observation.spaces[key] + assert isinstance(space.space, Scalar) + assert space.deterministic + assert space.platform_dependent + value: int = env.observation[key] + print(value) # For debugging in case of error. + assert isinstance(value, int) + assert value == 1 + + +def test_is_runnable_observation_space_not_runnable(env: LlvmEnv): + env.reset("chstone-v0/gsm") + key = "IsRunnable" + space = env.observation.spaces[key] + assert isinstance(space.space, Scalar) + assert space.deterministic + assert space.platform_dependent + value: int = env.observation[key] + print(value) # For debugging in case of error. + assert isinstance(value, int) + assert value == 0 + + +def test_is_buildable_observation_space(env: LlvmEnv): + env.reset("cbench-v1/crc32") + key = "IsBuildable" + space = env.observation.spaces[key] + assert isinstance(space.space, Scalar) + assert space.deterministic + assert space.platform_dependent + value: int = env.observation[key] + print(value) # For debugging in case of error. + assert isinstance(value, int) + assert value == 1 + + +def test_is_buildable_observation_space_not_buildable(env: LlvmEnv): + env.reset("chstone-v0/gsm") + key = "IsBuildable" + space = env.observation.spaces[key] + assert isinstance(space.space, Scalar) + assert space.deterministic + assert space.platform_dependent + value: int = env.observation[key] + print(value) # For debugging in case of error. + assert isinstance(value, int) + assert value == 0 + + def test_add_derived_space(env: LlvmEnv): env.reset() env.observation.add_derived_space( diff --git a/tests/pytest_plugins/__init__.py b/tests/pytest_plugins/__init__.py new file mode 100644 index 000000000..768f77b7e --- /dev/null +++ b/tests/pytest_plugins/__init__.py @@ -0,0 +1,7 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# +# This source code is licensed under the MIT license found in the LICENSE file +# in the root directory of this source tree. +# +# tests/**/__init__.py files are needed for pytest Python path resolution. See: +# https://docs.pytest.org/en/latest/explanation/pythonpath.html diff --git a/tests/pytest_plugins/llvm.py b/tests/pytest_plugins/llvm.py index 8a1f84b7b..a0768c67e 100644 --- a/tests/pytest_plugins/llvm.py +++ b/tests/pytest_plugins/llvm.py @@ -10,6 +10,7 @@ import gym import pytest +from compiler_gym.datasets import Dataset from compiler_gym.envs.llvm import LlvmEnv from compiler_gym.envs.llvm.datasets.cbench import VALIDATORS from compiler_gym.third_party import llvm @@ -41,6 +42,7 @@ def _read_list_file(path: Path) -> Iterable[str]: with gym.make("llvm-v0") as env: OBSERVATION_SPACE_NAMES = sorted(env.observation.spaces.keys()) REWARD_SPACE_NAMES = sorted(env.reward.spaces.keys()) + DATASET_NAMES = sorted(d.name for d in env.datasets) @pytest.fixture(scope="module") @@ -119,3 +121,14 @@ def llvm_diff() -> Path: def clang() -> Path: """Test fixture that yields the path of clang.""" return llvm.clang_path() + + +@pytest.fixture(scope="module", params=DATASET_NAMES) +def dataset_name(request) -> str: + return request.param + + +@pytest.fixture(scope="module", params=DATASET_NAMES) +def dataset(request) -> Dataset: + with gym.make("llvm-v0") as env: + return env.datasets[request.param] diff --git a/tests/service/__init__.py b/tests/service/__init__.py new file mode 100644 index 000000000..768f77b7e --- /dev/null +++ b/tests/service/__init__.py @@ -0,0 +1,7 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# +# This source code is licensed under the MIT license found in the LICENSE file +# in the root directory of this source tree. +# +# tests/**/__init__.py files are needed for pytest Python path resolution. See: +# https://docs.pytest.org/en/latest/explanation/pythonpath.html diff --git a/tests/service/runtime/__init__.py b/tests/service/runtime/__init__.py new file mode 100644 index 000000000..768f77b7e --- /dev/null +++ b/tests/service/runtime/__init__.py @@ -0,0 +1,7 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# +# This source code is licensed under the MIT license found in the LICENSE file +# in the root directory of this source tree. +# +# tests/**/__init__.py files are needed for pytest Python path resolution. See: +# https://docs.pytest.org/en/latest/explanation/pythonpath.html diff --git a/tests/spaces/__init__.py b/tests/spaces/__init__.py new file mode 100644 index 000000000..768f77b7e --- /dev/null +++ b/tests/spaces/__init__.py @@ -0,0 +1,7 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# +# This source code is licensed under the MIT license found in the LICENSE file +# in the root directory of this source tree. +# +# tests/**/__init__.py files are needed for pytest Python path resolution. See: +# https://docs.pytest.org/en/latest/explanation/pythonpath.html diff --git a/tests/spaces/sequence_test.py b/tests/spaces/sequence_test.py index 8bcdec908..d0f8dd85a 100644 --- a/tests/spaces/sequence_test.py +++ b/tests/spaces/sequence_test.py @@ -5,7 +5,7 @@ """Unit tests for //compiler_gym/spaces:sequence.""" import pytest -from compiler_gym.spaces import Sequence +from compiler_gym.spaces import Scalar, Sequence from tests.test_main import main @@ -43,5 +43,16 @@ def test_int_contains(): assert not space.contains(list(range(6))) +def test_contains_with_float_scalar_range(): + space = Sequence( + size_range=(3, 3), dtype=float, scalar_range=Scalar(min=0, max=1, dtype=float) + ) + assert space.contains([0.0, 0.0, 0.0]) + assert space.contains([0.1, 1.0, 0.5]) + assert not space.contains([0.0, 0.0, -1.0]) # out of bounds + assert not space.contains([0.0, 0, 0.1]) # wrong dtype + assert not space.contains([0.0, 0]) # wrong shape + + if __name__ == "__main__": main() diff --git a/tests/util/BUILD b/tests/util/BUILD index 8f44c2376..dbdb5b5af 100644 --- a/tests/util/BUILD +++ b/tests/util/BUILD @@ -65,6 +65,16 @@ py_test( ], ) +py_test( + name = "parallelization_test", + timeout = "short", + srcs = ["parallelization_test.py"], + deps = [ + "//compiler_gym/util", + "//tests:test_main", + ], +) + py_test( name = "statistics_test", timeout = "short", @@ -84,6 +94,15 @@ cc_test( ], ) +cc_test( + name = "SubprocessTest", + srcs = ["SubprocessTest.cc"], + deps = [ + "//compiler_gym/util:Subprocess", + "//tests:TestMain", + ], +) + py_test( name = "temporary_working_directory_test", timeout = "short", diff --git a/tests/util/SubprocessTest.cc b/tests/util/SubprocessTest.cc new file mode 100644 index 000000000..7793251ff --- /dev/null +++ b/tests/util/SubprocessTest.cc @@ -0,0 +1,50 @@ +// Copyright (c) Facebook, Inc. and its affiliates. +// +// This source code is licensed under the MIT license found in the +// LICENSE file in the root directory of this source tree. +#include + +#include "compiler_gym/util/Subprocess.h" + +namespace compiler_gym::util { +namespace { + +using grpc::StatusCode; + +TEST(Subprocess, true_) { EXPECT_TRUE(checkCall("true", 60, ".").ok()); } + +TEST(Subprocess, false_) { + const auto status = checkCall("false", 60, "."); + EXPECT_EQ(status.error_code(), StatusCode::INTERNAL); + EXPECT_EQ(status.error_message(), "Command 'false' failed with exit code: 1. Stderr:\n"); +} + +TEST(Subprocess, shellPipe) { EXPECT_TRUE(checkCall("echo Hello | cat", 60, ".").ok()); } + +TEST(Subprocess, lastElementInPipeFails) { + const auto status = checkCall("echo Hello >&2 | false", 60, "."); + EXPECT_EQ(status.error_code(), StatusCode::INTERNAL); + EXPECT_EQ(status.error_message(), + "Command 'echo Hello >&2 | false' failed with exit code: 1. Stderr:\nHello\n"); +} + +TEST(Subprocess, firstElementInPipeFails) { + const auto status = checkCall("false | echo Hello >&2", 60, "."); + EXPECT_TRUE(status.ok()); +} + +TEST(Subprocess, timeout) { + const auto status = checkCall("sleep 10", 1, "."); + EXPECT_EQ(status.error_code(), StatusCode::DEADLINE_EXCEEDED); + EXPECT_EQ(status.error_message(), "Command 'sleep 10' failed to complete within 1 seconds"); +} + +TEST(Subprocess, workingDirNotFound) { + const auto status = checkCall("true", 60, "not/a/real/path"); + EXPECT_EQ(status.error_code(), StatusCode::INTERNAL); + EXPECT_EQ(status.error_message(), + "Command 'true' failed with error: chdir failed : No such file or directory"); +} + +} // anonymous namespace +} // namespace compiler_gym::util diff --git a/tests/util/__init__.py b/tests/util/__init__.py new file mode 100644 index 000000000..768f77b7e --- /dev/null +++ b/tests/util/__init__.py @@ -0,0 +1,7 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# +# This source code is licensed under the MIT license found in the LICENSE file +# in the root directory of this source tree. +# +# tests/**/__init__.py files are needed for pytest Python path resolution. See: +# https://docs.pytest.org/en/latest/explanation/pythonpath.html diff --git a/tests/util/parallelization_test.py b/tests/util/parallelization_test.py new file mode 100644 index 000000000..a194056cc --- /dev/null +++ b/tests/util/parallelization_test.py @@ -0,0 +1,17 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. +"""Unit tests for //compiler_gym/util:parallelization.""" +from compiler_gym.util import parallelization +from tests.test_main import main + + +def test_thread_safe_tee(): + a, b = parallelization.thread_safe_tee(range(100)) + assert next(a) == 0 + assert next(b) == 0 + + +if __name__ == "__main__": + main() diff --git a/tests/views/__init__.py b/tests/views/__init__.py new file mode 100644 index 000000000..768f77b7e --- /dev/null +++ b/tests/views/__init__.py @@ -0,0 +1,7 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# +# This source code is licensed under the MIT license found in the LICENSE file +# in the root directory of this source tree. +# +# tests/**/__init__.py files are needed for pytest Python path resolution. See: +# https://docs.pytest.org/en/latest/explanation/pythonpath.html diff --git a/tests/wrappers/BUILD b/tests/wrappers/BUILD index d13685a73..d0b680dea 100644 --- a/tests/wrappers/BUILD +++ b/tests/wrappers/BUILD @@ -17,7 +17,7 @@ py_test( py_test( name = "core_wrappers_test", - timeout = "short", + timeout = "moderate", srcs = ["core_wrappers_test.py"], deps = [ "//compiler_gym/wrappers", diff --git a/tests/wrappers/__init__.py b/tests/wrappers/__init__.py new file mode 100644 index 000000000..768f77b7e --- /dev/null +++ b/tests/wrappers/__init__.py @@ -0,0 +1,7 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# +# This source code is licensed under the MIT license found in the LICENSE file +# in the root directory of this source tree. +# +# tests/**/__init__.py files are needed for pytest Python path resolution. See: +# https://docs.pytest.org/en/latest/explanation/pythonpath.html diff --git a/tests/wrappers/commandline_wrappers_test.py b/tests/wrappers/commandline_wrappers_test.py index d90d0c7e9..dba8b509a 100644 --- a/tests/wrappers/commandline_wrappers_test.py +++ b/tests/wrappers/commandline_wrappers_test.py @@ -10,6 +10,45 @@ pytest_plugins = ["tests.pytest_plugins.llvm"] +def test_commandline_with_terminal_action(env: LlvmEnv): + mem2reg_unwrapped_index = env.action_space["-mem2reg"] + + env = CommandlineWithTerminalAction(env) + + mem2reg_index = env.action_space["-mem2reg"] + reg2mem_index = env.action_space["-reg2mem"] + + assert mem2reg_index == mem2reg_unwrapped_index + 1 + + env.reset() + _, _, done, info = env.step(mem2reg_index + 1) + assert not done, info + _, _, done, info = env.step([reg2mem_index + 1, reg2mem_index + 1]) + assert not done, info + + assert env.actions == [mem2reg_index, reg2mem_index, reg2mem_index] + + _, _, done, info = env.step(0) + assert done + assert "terminal_action" in info + + +def test_commandline_with_terminal_action_fork(env: LlvmEnv): + env = CommandlineWithTerminalAction(env) + assert env.unwrapped.action_space != env.action_space # Sanity check. + fkd = env.fork() + try: + assert fkd.action_space == env.action_space + + _, _, done, info = env.step(0) + assert done + + _, _, done, info = fkd.step(0) + assert done + finally: + fkd.close() + + def test_constrained_action_space(env: LlvmEnv): mem2reg_index = env.action_space["-mem2reg"] reg2mem_index = env.action_space["-reg2mem"] @@ -29,27 +68,27 @@ def test_constrained_action_space(env: LlvmEnv): assert env.actions == [0, 1, 1] -def test_commandline_with_terminal_action(env: LlvmEnv): - mem2reg_unwrapped_index = env.action_space["-mem2reg"] - - env = CommandlineWithTerminalAction(env) - +def test_constrained_action_space_fork(env: LlvmEnv): mem2reg_index = env.action_space["-mem2reg"] reg2mem_index = env.action_space["-reg2mem"] - assert mem2reg_index == mem2reg_unwrapped_index + 1 + env = ConstrainedCommandline(env=env, flags=["-mem2reg", "-reg2mem"]) - env.reset() - _, _, done, info = env.step(mem2reg_index + 1) - assert not done, info - _, _, done, info = env.step([reg2mem_index + 1, reg2mem_index + 1]) - assert not done, info + fkd = env.fork() + try: + assert fkd.action_space.n == 2 + assert fkd.action_space.flags == ["-mem2reg", "-reg2mem"] - assert env.actions == [mem2reg_index, reg2mem_index, reg2mem_index] + assert fkd.action(0) == mem2reg_index + assert fkd.action([0, 1]) == [mem2reg_index, reg2mem_index] - _, _, done, info = env.step(0) - assert done - assert "terminal_action" in info + fkd.reset() + fkd.step(0) + fkd.step([1, 1]) + + assert fkd.actions == [0, 1, 1] + finally: + fkd.close() if __name__ == "__main__": diff --git a/tests/wrappers/core_wrappers_test.py b/tests/wrappers/core_wrappers_test.py index 8080288a7..b6b814824 100644 --- a/tests/wrappers/core_wrappers_test.py +++ b/tests/wrappers/core_wrappers_test.py @@ -3,6 +3,8 @@ # This source code is licensed under the MIT license found in the # LICENSE file in the root directory of this source tree. """Unit tests for //compiler_gym/wrappers.""" +import pytest + from compiler_gym.datasets import Datasets from compiler_gym.envs.llvm import LlvmEnv from compiler_gym.wrappers import ( @@ -16,34 +18,44 @@ pytest_plugins = ["tests.pytest_plugins.llvm"] -def test_wrapped_close(env: LlvmEnv): - env = CompilerEnvWrapper(env) +@pytest.fixture( + scope="module", + params=[ActionWrapper, CompilerEnvWrapper, ObservationWrapper, RewardWrapper], +) +def wrapper_type(request): + """A test fixture that yields one of the CompilerGym wrapper types.""" + return request.param + + +def test_wrapped_close(env: LlvmEnv, wrapper_type): + env = wrapper_type(env) env.close() assert env.service is None -def test_wrapped_properties(env: LlvmEnv): +def test_wrapped_properties(env: LlvmEnv, wrapper_type): """Test accessing the non-standard properties.""" + env = wrapper_type(env) assert env.actions == [] assert env.benchmark assert isinstance(env.datasets, Datasets) -def test_wrapped_fork_type(env: LlvmEnv): +def test_wrapped_fork_type(env: LlvmEnv, wrapper_type): """Test forking a wrapper.""" - env = CompilerEnvWrapper(env) + env = wrapper_type(env) fkd = env.fork() try: - assert isinstance(fkd, CompilerEnvWrapper) + assert isinstance(fkd, wrapper_type) finally: fkd.close() -def test_wrapped_fork_subtype(env: LlvmEnv): +def test_wrapped_fork_subtype(env: LlvmEnv, wrapper_type): """Test forking a wrapper subtype.""" - class MyWrapper(CompilerEnvWrapper): + class MyWrapper(wrapper_type): def __init__(self, env): super().__init__(env) @@ -55,11 +67,11 @@ def __init__(self, env): fkd.close() -def test_wrapped_fork_subtype_custom_constructor(env: LlvmEnv): +def test_wrapped_fork_subtype_custom_constructor(env: LlvmEnv, wrapper_type): """Test forking a wrapper with a custom constructor. This requires a custom fork() implementation.""" - class MyWrapper(CompilerEnvWrapper): + class MyWrapper(wrapper_type): def __init__(self, env, foo): super().__init__(env) self.foo = foo @@ -77,13 +89,110 @@ def fork(self): def test_wrapped_step_multi_step(env: LlvmEnv): - env.reset(benchmark="benchmark://cbench-v1/dijkstra") + """Test passing a list of actions to step().""" + env = CompilerEnvWrapper(env) + env.reset() env.step([0, 0, 0]) - assert env.benchmark == "benchmark://cbench-v1/dijkstra" assert env.actions == [0, 0, 0] +def test_wrapped_step_custom_args(env: LlvmEnv, wrapper_type): + """Test passing the custom CompilerGym step() keyword arguments.""" + + class MyWrapper(wrapper_type): + def observation(self, observation): + return observation # pass thru + + def action(self, action): + return action # pass thru + + env = MyWrapper(env) + env.reset() + (ir, ic), (icr, icroz), _, _ = env.step( + action=[0, 0, 0], + observations=["Ir", "IrInstructionCount"], + rewards=["IrInstructionCount", "IrInstructionCountOz"], + ) + assert isinstance(ir, str) + assert isinstance(ic, int) + assert isinstance(icr, float) + assert isinstance(icroz, float) + + assert env.unwrapped.observation.spaces["Ir"].space.contains(ir) + assert env.unwrapped.observation.spaces["IrInstructionCount"].space.contains(ic) + + +def test_wrapped_benchmark(env: LlvmEnv, wrapper_type): + """Test that benchmark property has expected values.""" + + class MyWrapper(wrapper_type): + def observation(self, observation): + return observation # pass thru + + env.observation_space = "Ir" + env = MyWrapper(env) + + ir_a = env.reset(benchmark="benchmark://cbench-v1/dijkstra") + assert env.benchmark == "benchmark://cbench-v1/dijkstra" + + ir_b = env.reset(benchmark="benchmark://cbench-v1/qsort") + assert env.benchmark == "benchmark://cbench-v1/qsort" + + # Check that the observations for different benchmarks are different. + assert ir_a != ir_b + + +def test_wrapped_env_in_episode(env: LlvmEnv, wrapper_type): + class MyWrapper(wrapper_type): + def observation(self, observation): + return observation + + env = MyWrapper(env) + assert not env.in_episode + + env.reset() + assert env.in_episode + + +def test_wrapped_env_changes_default_spaces(env: LlvmEnv, wrapper_type): + """Test when an environment wrapper changes the default observation and reward spaces.""" + + class MyWrapper(wrapper_type): + def __init__(self, env: LlvmEnv): + super().__init__(env) + self.env.observation_space = "Autophase" + self.env.reward_space = "IrInstructionCount" + + def observation(self, observation): + return observation # pass thru + + env = MyWrapper(env) + assert env.observation_space.shape == (56,) + assert env.observation_space_spec.id == "Autophase" + assert env.reward_space.id == "IrInstructionCount" + + observation = env.reset() + assert env.observation_space.contains(observation) + + +def test_wrapped_env_change_spaces(env: LlvmEnv, wrapper_type): + """Test changing the observation and reward spaces on a wrapped environment.""" + + class MyWrapper(wrapper_type): + def observation(self, observation): + return observation # pass thru + + env = MyWrapper(env) + + env.observation_space = "Autophase" + env.reward_space = "IrInstructionCount" + + assert env.observation_space.shape == (56,) + assert env.observation_space_spec.id == "Autophase" + assert env.reward_space.id == "IrInstructionCount" + + def test_wrapped_action(env: LlvmEnv): class MyWrapper(ActionWrapper): def action(self, action): @@ -101,18 +210,29 @@ def reverse_action(self, action): def test_wrapped_observation(env: LlvmEnv): + """Test using an ObservationWrapper that returns the length of the Ir string.""" + class MyWrapper(ObservationWrapper): + def __init__(self, env): + super().__init__(env) + self.observation_space = "Ir" + def observation(self, observation): - return isinstance(observation, str) - return len(str) + return len(observation) - env.observation_space = "Ir" env = MyWrapper(env) assert env.reset() > 0 observation, _, _, _ = env.step(0) assert observation > 0 +def test_wrapped_observation_missing_definition(env: LlvmEnv): + + env = ObservationWrapper(env) + with pytest.raises(NotImplementedError): + env.reset() + + def test_wrapped_reward(env: LlvmEnv): class MyWrapper(RewardWrapper): def reward(self, reward): diff --git a/tests/wrappers/datasets_wrappers_test.py b/tests/wrappers/datasets_wrappers_test.py index f2a5926c9..04bcb0d3b 100644 --- a/tests/wrappers/datasets_wrappers_test.py +++ b/tests/wrappers/datasets_wrappers_test.py @@ -37,6 +37,60 @@ def test_iterate_over_benchmarks(env: LlvmEnv): env.reset() +def test_iterate_over_benchmarks_fork(env: LlvmEnv): + """Test that fork() copies over benchmark iterator state.""" + env = IterateOverBenchmarks( + env=env, + benchmarks=[ + "benchmark://cbench-v1/crc32", + "benchmark://cbench-v1/qsort", + "benchmark://cbench-v1/dijkstra", + ], + ) + + env.reset() + assert env.benchmark == "benchmark://cbench-v1/crc32" + + fkd = env.fork() + try: + env.reset() + assert env.benchmark == "benchmark://cbench-v1/qsort" + fkd.reset() + assert fkd.benchmark == "benchmark://cbench-v1/qsort" + + env.reset() + assert env.benchmark == "benchmark://cbench-v1/dijkstra" + fkd.reset() + assert fkd.benchmark == "benchmark://cbench-v1/dijkstra" + finally: + fkd.close() + + +def test_iterate_over_benchmarks_fork_shared_iterator(env: LlvmEnv): + """Test fork() using a single benchmark iterator shared between forks.""" + env = IterateOverBenchmarks( + env=env, + benchmarks=[ + "benchmark://cbench-v1/crc32", + "benchmark://cbench-v1/qsort", + "benchmark://cbench-v1/dijkstra", + ], + fork_shares_iterator=True, + ) + + env.reset() + assert env.benchmark == "benchmark://cbench-v1/crc32" + + fkd = env.fork() + try: + env.reset() + assert env.benchmark == "benchmark://cbench-v1/qsort" + fkd.reset() + assert fkd.benchmark == "benchmark://cbench-v1/dijkstra" + finally: + fkd.close() + + def test_cycle_over_benchmarks(env: LlvmEnv): env = CycleOverBenchmarks( env=env, @@ -58,6 +112,60 @@ def test_cycle_over_benchmarks(env: LlvmEnv): assert env.benchmark == "benchmark://cbench-v1/crc32" +def test_cycle_over_benchmarks_fork(env: LlvmEnv): + env = CycleOverBenchmarks( + env=env, + benchmarks=[ + "benchmark://cbench-v1/crc32", + "benchmark://cbench-v1/qsort", + ], + ) + + fkd = env.fork() + env.reset() + assert env.benchmark == "benchmark://cbench-v1/crc32" + try: + fkd.reset() + assert fkd.benchmark == "benchmark://cbench-v1/crc32" + + env.reset() + assert env.benchmark == "benchmark://cbench-v1/qsort" + fkd.reset() + assert fkd.benchmark == "benchmark://cbench-v1/qsort" + + env.reset() + assert env.benchmark == "benchmark://cbench-v1/crc32" + fkd.reset() + assert fkd.benchmark == "benchmark://cbench-v1/crc32" + finally: + fkd.close() + + +def test_cycle_over_benchmarks_fork_shared_iterator(env: LlvmEnv): + env = CycleOverBenchmarks( + env=env, + benchmarks=[ + "benchmark://cbench-v1/crc32", + "benchmark://cbench-v1/qsort", + "benchmark://cbench-v1/dijkstra", + ], + fork_shares_iterator=True, + ) + + fkd = env.fork() + env.reset() + assert env.benchmark == "benchmark://cbench-v1/crc32" + try: + fkd.reset() + assert fkd.benchmark == "benchmark://cbench-v1/qsort" + env.reset() + assert env.benchmark == "benchmark://cbench-v1/dijkstra" + fkd.reset() + assert fkd.benchmark == "benchmark://cbench-v1/crc32" + finally: + fkd.close() + + def test_random_order_benchmarks(env: LlvmEnv): env = RandomOrderBenchmarks( env=env, @@ -83,5 +191,26 @@ def test_random_order_benchmarks(env: LlvmEnv): } +def test_random_order_benchmarks_fork(env: LlvmEnv): + env = RandomOrderBenchmarks( + env=env, + benchmarks=[ + "benchmark://cbench-v1/crc32", + "benchmark://cbench-v1/qsort", + ], + ) + env.reset() + assert env.benchmark in { + "benchmark://cbench-v1/crc32", + "benchmark://cbench-v1/qsort", + } + fkd = env.fork() + try: + fkd.reset() + env.reset() + finally: + fkd.close() + + if __name__ == "__main__": main() diff --git a/tests/wrappers/time_limit_wrappers_test.py b/tests/wrappers/time_limit_wrappers_test.py index 62515e293..455e50fd9 100644 --- a/tests/wrappers/time_limit_wrappers_test.py +++ b/tests/wrappers/time_limit_wrappers_test.py @@ -36,6 +36,13 @@ def test_wrapped_step_multi_step(env: LlvmEnv): assert env.actions == [0, 0, 0] +def test_wrapped_custom_step_args(env: LlvmEnv): + env = TimeLimit(env, max_episode_steps=5) + env.reset(benchmark="benchmark://cbench-v1/dijkstra") + (ic,), _, _, _ = env.step(0, observations=["IrInstructionCount"]) + assert isinstance(ic, int) + + def test_time_limit_reached(env: LlvmEnv): env = TimeLimit(env, max_episode_steps=3) @@ -53,5 +60,28 @@ def test_time_limit_reached(env: LlvmEnv): assert info["TimeLimit.truncated"], info +def test_time_limit_fork(env: LlvmEnv): + """Check that the time limit state is copied on fork().""" + env = TimeLimit(env, max_episode_steps=3) + + env.reset() + _, _, done, info = env.step(0) # 1st step + assert not done, info + + fkd = env.fork() + try: + _, _, done, info = env.step(0) # 2nd step + assert not done, info + _, _, done, info = fkd.step(0) # 2nd step + assert not done, info + + _, _, done, info = env.step(0) # 3rd step + assert done, info + _, _, done, info = fkd.step(0) # 3rd step + assert done, info + finally: + fkd.close() + + if __name__ == "__main__": main() diff --git a/www/Dockerfile b/www/Dockerfile new file mode 100644 index 000000000..396abc692 --- /dev/null +++ b/www/Dockerfile @@ -0,0 +1,28 @@ +# syntax=docker/dockerfile:1 + +FROM python:3.8-slim-buster + +WORKDIR /app + +# hadolint ignore=DL3008 +RUN apt-get update \ + && apt-get install -y --no-install-recommends \ + build-essential \ + libtinfo5 \ + && apt-get clean \ + && rm -rf /var/lib/apt/lists/* + +# Create an unversioned library for libtinfo5 so that -ltinfo works. +RUN ln -s /lib/x86_64-linux-gnu/libtinfo.so.5 /lib/x86_64-linux-gnu/libtinfo.so + +# Install www dependencies. +COPY requirements.txt requirements.txt +RUN pip3 install --no-cache-dir -r requirements.txt + +COPY www.py . +COPY frontends/compiler_gym/build frontends/compiler_gym/build + +# Run the LLVM environment now to warm the CompilerGym caches. +RUN python3 -m compiler_gym.bin.service --env=llvm-v0 + +CMD [ "python3", "www.py"] diff --git a/www/README.md b/www/README.md new file mode 100644 index 000000000..8f26ce3e3 --- /dev/null +++ b/www/README.md @@ -0,0 +1,26 @@ +# CompilerGym UI + +This is the frontend to run compiler gym on the browser. + +## Dependencies + +In addition to the base requirements for [building from +source](/INSTALL.md#building-from-source), this requires node. We recommend +[nvm](https://github.com/nvm-sh/nvm) to manage and install node versions. + + +## Usage + +Build and launch the service on [http://localhost:5000/](http://localhost:5000/) +using: + +```sh +make www +``` + +The port can be changed using the `$PORT` environment variable. For example, to +run the server on port 3000: + +```sh +make www PORT=3000 +``` diff --git a/www/frontends/compiler_gym/.gitignore b/www/frontends/compiler_gym/.gitignore new file mode 100644 index 000000000..4d29575de --- /dev/null +++ b/www/frontends/compiler_gym/.gitignore @@ -0,0 +1,23 @@ +# See https://help.github.com/articles/ignoring-files/ for more about ignoring files. + +# dependencies +/node_modules +/.pnp +.pnp.js + +# testing +/coverage + +# production +/build + +# misc +.DS_Store +.env.local +.env.development.local +.env.test.local +.env.production.local + +npm-debug.log* +yarn-debug.log* +yarn-error.log* diff --git a/www/frontends/compiler_gym/package-lock.json b/www/frontends/compiler_gym/package-lock.json new file mode 100644 index 000000000..25933669d --- /dev/null +++ b/www/frontends/compiler_gym/package-lock.json @@ -0,0 +1,41141 @@ +{ + "name": "compiler_gym-frontend", + "version": "0.1.0", + "lockfileVersion": 2, + "requires": true, + "packages": { + "": { + 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"^17.0.2", + "react-highlight": "^0.14.0", + "react-router-dom": "^5.2.0", + "react-scripts": "4.0.3", + "web-vitals": "^1.1.2" + }, + "scripts": { + "start": "react-scripts start", + "build": "react-scripts build", + "test": "react-scripts test", + "eject": "react-scripts eject" + }, + "eslintConfig": { + "extends": [ + "react-app", + "react-app/jest" + ] + }, + "browserslist": { + "production": [ + ">0.2%", + "not dead", + "not op_mini all" + ], + "development": [ + "last 1 chrome version", + "last 1 firefox version", + "last 1 safari version" + ] + } +} diff --git a/www/frontends/compiler_gym/public/compilerGym-logo.png b/www/frontends/compiler_gym/public/compilerGym-logo.png new file mode 100644 index 000000000..d87cb9027 Binary files /dev/null and b/www/frontends/compiler_gym/public/compilerGym-logo.png differ diff --git a/www/frontends/compiler_gym/public/favicon.ico b/www/frontends/compiler_gym/public/favicon.ico new file mode 100644 index 000000000..a11777cc4 Binary files /dev/null and b/www/frontends/compiler_gym/public/favicon.ico differ diff --git a/www/frontends/compiler_gym/public/index.html b/www/frontends/compiler_gym/public/index.html new file mode 100644 index 000000000..c74f39b3a --- /dev/null +++ b/www/frontends/compiler_gym/public/index.html @@ -0,0 +1,23 @@ + + + + + + + + + + + + + + CompilerGym + + + +
+ + diff --git a/www/frontends/compiler_gym/public/manifest.json b/www/frontends/compiler_gym/public/manifest.json new file mode 100644 index 000000000..d446f70ff --- /dev/null +++ b/www/frontends/compiler_gym/public/manifest.json @@ -0,0 +1,15 @@ +{ + "short_name": "CompilerGym", + "name": "CompilerGym", + "icons": [ + { + "src": "favicon.ico", + "sizes": "64x64 32x32 24x24 16x16", + "type": "image/x-icon" + } + ], + "start_url": ".", + "display": "standalone", + "theme_color": "#000000", + "background_color": "#ffffff" +} diff --git a/www/frontends/compiler_gym/public/robots.txt b/www/frontends/compiler_gym/public/robots.txt new file mode 100644 index 000000000..e9e57dc4d --- /dev/null +++ b/www/frontends/compiler_gym/public/robots.txt @@ -0,0 +1,3 @@ +# https://www.robotstxt.org/robotstxt.html +User-agent: * +Disallow: diff --git a/www/frontends/compiler_gym/src/App.css b/www/frontends/compiler_gym/src/App.css new file mode 100644 index 000000000..024f9cb03 --- /dev/null +++ b/www/frontends/compiler_gym/src/App.css @@ -0,0 +1,9 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +#content { + min-height: 88vh; +} diff --git a/www/frontends/compiler_gym/src/App.js b/www/frontends/compiler_gym/src/App.js new file mode 100644 index 000000000..297a77aca --- /dev/null +++ b/www/frontends/compiler_gym/src/App.js @@ -0,0 +1,104 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React, { useEffect, useState } from "react"; +import { BrowserRouter as Router, Switch, Route } from "react-router-dom"; +import "./assets/scss/custom.scss"; +import ApiService from "./api/ApiService"; +import ApiContext from "./context/ApiContext"; +import ThemeContext from "./context/ThemeContext"; +import SplashPage from "./components/Pages/SplashPage"; +import MainPage from "./components/Pages/MainPage"; + +const api = new ApiService("http://127.0.0.1:5000"); +const INITIAL_SETTINGS = { + reward: "IrInstructionCountOz", + benchmark: "benchmark://cbench-v1/adpcm", +}; + +function App() { + const [compilerGym, setCompilerGym] = useState({}); + const [session, setSession] = useState({}); + const [darkTheme, setDarkTheme] = useState(false); + const [isLoading, setIsLoading] = useState(false); + + /* + * Start a new session when component mounts in the browser. + * It collects CompilerGym variables + */ + useEffect(() => { + const fetchData = async () => { + try { + const options = await api.getEnvOptions(); + const initSession = await api.startSession( + INITIAL_SETTINGS.reward, + "-", + INITIAL_SETTINGS.benchmark + ); + console.log(initSession); + setCompilerGym(options); + setSession(initSession); + setIsLoading(false); + } catch (err) { + console.log(err); + } + }; + + setIsLoading(true); + fetchData(); + return () => {}; + }, []); + + /** + * Adds a listener to trigger a Close Session API call when user closes a tab or browser. + */ + useEffect(() => { + window.addEventListener("beforeunload", handleTabClosing); + return () => { + window.removeEventListener("beforeunload", handleTabClosing); + }; + }); + + const handleTabClosing = () => { + api.closeSession(session.session_id).then( + (result) => { + console.log(result); + }, + (error) => { + console.log(error); + } + ); + }; + + const toggleTheme = () => { + setDarkTheme(!darkTheme); + }; + + if (isLoading) return ; + + return ( + + + + + + + + + + + + ); +} + +export default App; diff --git a/www/frontends/compiler_gym/src/App.test.js b/www/frontends/compiler_gym/src/App.test.js new file mode 100644 index 000000000..d4bb58ae1 --- /dev/null +++ b/www/frontends/compiler_gym/src/App.test.js @@ -0,0 +1,12 @@ +// Copyright (c) Facebook, Inc. and its affiliates. +// +// This source code is licensed under the MIT license found in the +// LICENSE file in the root directory of this source tree. +import { render, screen } from '@testing-library/react'; +import App from './App'; + +test('renders learn react link', () => { + render(); + const linkElement = screen.getByText(/learn react/i); + expect(linkElement).toBeInTheDocument(); +}); diff --git a/www/frontends/compiler_gym/src/api/ApiService.js b/www/frontends/compiler_gym/src/api/ApiService.js new file mode 100644 index 000000000..6234ffebe --- /dev/null +++ b/www/frontends/compiler_gym/src/api/ApiService.js @@ -0,0 +1,80 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +export default class ApiService { + constructor(domain) { + if (!process.env.NODE_ENV || process.env.NODE_ENV === "development") { + this.domain = domain || "http://127.0.0.1:5000"; + } else { + this.domain = domain || "http://production"; + } + this.fetch = this.fetch.bind(this); + } + + getEnvOptions() { + return this.fetch(`${this.domain}/api/v3/describe`, { + method: "GET", + }); + } + + startSession(reward, actionsIds, benchmark) { + return this.fetch(`${this.domain}/api/v3/start/${reward}/${actionsIds}/${benchmark}`, { + method: "GET", + }); + } + + getSteps(sessionID, actionsIds) { + return this.fetch(`${this.domain}/api/v3/step/${sessionID}/${actionsIds}`, { + method: "GET", + }); + } + + undoStep(sessionID,n){ + return this.fetch(`${this.domain}/api/v3/undo/${sessionID}/${n}`, { + method: "GET", + }); + } + + closeSession(sessionID) { + return this.fetch(`${this.domain}/api/v3/stop/${sessionID}`, { + method: "GET", + }); + } + + doFetch(url, options, includeCredentials = false) { + const headers = { + Accept: "application/json", + "Content-Type": "application/json", + Authorization: "None", + }; + options = { + headers, + ...options, + }; + if (includeCredentials) { + options.credentials = "include"; + } + return fetch(url).then(this.errorHandler); + } + + fetch(url, options) { + return this.doFetch(url, options, {}, true); + } + + errorHandler(response) { + try { + if (response.status >= 200 && response.status < 300) { + return Promise.resolve(response.json()); + } else { + return Promise.resolve(response.json()).then((responseInJson) => { + return Promise.reject(responseInJson); + }); + } + } catch (error) { + console.log(error); + } + } +} diff --git a/www/frontends/compiler_gym/src/assets/scss/custom.scss b/www/frontends/compiler_gym/src/assets/scss/custom.scss new file mode 100644 index 000000000..ab032953e --- /dev/null +++ b/www/frontends/compiler_gym/src/assets/scss/custom.scss @@ -0,0 +1,14 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ +@import "./variables.scss"; +@import "./highcharts.scss"; +@import "./searchtree.scss"; +@import "./navbar-top.scss"; +@import "./highlightjs.scss"; +@import "./toggles.scss"; +@import "./main_content.scss"; +@import url("https://cdn.jsdelivr.net/npm/bootstrap-icons@1.5.0/font/bootstrap-icons.css"); +@import "node_modules/bootstrap/scss/bootstrap"; diff --git a/www/frontends/compiler_gym/src/assets/scss/highcharts.scss b/www/frontends/compiler_gym/src/assets/scss/highcharts.scss new file mode 100644 index 000000000..485b33591 --- /dev/null +++ b/www/frontends/compiler_gym/src/assets/scss/highcharts.scss @@ -0,0 +1,111 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +.chart-container { + margin: 1rem 0; + width: 100%; + height: auto; +} + +@media (min-width: 576px) { + .chart-container { + min-width: 650px; + } +} + +@media (max-width: 576px) { + .chart-container { + min-width: 650px; + } +} + +.highcharts-container { + overflow: visible !important; +} + +.chart-dark-mode { + .highcharts-container { + position: relative; + width: 100%; + height: 100%; + text-align: left; + line-height: normal; + z-index: 0; /* #1072 */ + -webkit-tap-highlight-color: rgba(0,0,0,0); + font-size: 12px; + } + + .highcharts-background { + fill: #282c34; + } + + .highcharts-title, .highcharts-subtitle, .highcharts-axis-title { + fill: white; + font-weight: normal; + } + + .highcharts-yaxis-grid .highcharts-grid-line { + stroke-width: 1px; + stroke: $gray-700; + } +} + +.highcharts-figure, .highcharts-data-table table { + position: relative; + margin: 0rem 0; + overflow: auto; +} + +.highcharts-data-table table { + font-family: Verdana, sans-serif; + border-collapse: collapse; + border: 1px solid #EBEBEB; + margin: 5px auto; + text-align: center; +} + +.highcharts-title { + fill: #434348; + font-family: Menlo, sans-serif; +} + +// **** Sparkline Table **** + +.sparkline-table { + td, th { + padding: 0.5rem; + border-bottom: 1px solid silver; + height: 2.5rem; + font-size: 12px; + } + + .cell-info{ + position:relative; + } + + .description-tooltip{ + display:none; + position:absolute; + z-index:100; + border: 1px; + background-color: $white; + border-style:solid; + border-width: 1px; + border-color: $primary; + padding: 5px; + color: $primary; + top:32px; + left:-40px; + } + + .cell-info:hover span.description-tooltip{ + display:block; + } +} + +.description-tooltip2 { + font-size: smaller; +} diff --git a/www/frontends/compiler_gym/src/assets/scss/highlightjs.scss b/www/frontends/compiler_gym/src/assets/scss/highlightjs.scss new file mode 100644 index 000000000..0eca17e64 --- /dev/null +++ b/www/frontends/compiler_gym/src/assets/scss/highlightjs.scss @@ -0,0 +1,174 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +.ir-state-container { + margin: 1rem 0; + width: 100%; + min-height: 85vh; +} + +.dark-mode { + background-color: $dark; + .hljs { + color: #abb2bf; + background: #282c34; + } + + .hljs-comment, + .hljs-quote { + color: #5c6370; + font-style: italic; + } + + .hljs-doctag, + .hljs-keyword, + .hljs-formula { + color: #c678dd; + } + + .hljs-section, + .hljs-name, + .hljs-selector-tag, + .hljs-deletion, + .hljs-subst { + color: #e06c75; + } + + .hljs-literal { + color: #56b6c2; + } + + .hljs-string, + .hljs-regexp, + .hljs-addition, + .hljs-attribute, + .hljs-meta .hljs-string { + color: #98c379; + } + + .hljs-attr, + .hljs-variable, + .hljs-template-variable, + .hljs-type, + .hljs-selector-class, + .hljs-selector-attr, + .hljs-selector-pseudo, + .hljs-number { + color: #d19a66; + } + + .hljs-symbol, + .hljs-bullet, + .hljs-link, + .hljs-meta, + .hljs-selector-id, + .hljs-title { + color: #61aeee; + } + + .hljs-built_in, + .hljs-title.class_, + .hljs-class .hljs-title { + color: #e6c07b; + } + + .hljs-emphasis { + font-style: italic; + } + + .hljs-strong { + font-weight: bold; + } + + .hljs-link { + text-decoration: underline; + } + + + } + +.light-mode { + background-color: $white; + .hljs { + background: white; + color: #434f54; + } + + .hljs-subst { + color: #434f54; + } + + .hljs-keyword, + .hljs-attribute, + .hljs-selector-tag, + .hljs-doctag, + .hljs-name { + color: #00979D; + } + + .hljs-built_in, + .hljs-literal, + .hljs-bullet, + .hljs-code, + .hljs-addition { + color: #D35400; + } + + .hljs-regexp, + .hljs-symbol, + .hljs-variable, + .hljs-template-variable, + .hljs-link, + .hljs-selector-attr, + .hljs-selector-pseudo { + color: #00979D; + } + + .hljs-type, + .hljs-string, + .hljs-selector-id, + .hljs-selector-class, + .hljs-quote, + .hljs-template-tag, + .hljs-deletion { + color: #005C5F; + } + + .hljs-comment { + color: rgba(149,165,166,.8); + } + + .hljs-meta .hljs-keyword { + + color: #728E00; + } + + .hljs-meta { + color: #434f54; + } + + .hljs-emphasis { + font-style: italic; + } + + .hljs-strong { + font-weight: bold; + } + + .hljs-function { + color: #728E00; + } + + .hljs-title, + .hljs-section { + color: #880000; + font-weight: bold; + } + + .hljs-number { + color: #8A7B52; + } + } diff --git a/www/frontends/compiler_gym/src/assets/scss/main_content.scss b/www/frontends/compiler_gym/src/assets/scss/main_content.scss new file mode 100644 index 000000000..bab5157c4 --- /dev/null +++ b/www/frontends/compiler_gym/src/assets/scss/main_content.scss @@ -0,0 +1,130 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +.main-content { + position: relative; + height: 100%; + min-height: 100vh; + background-color: $gray-100; + -webkit-text-size-adjust: 100%; + + // Navbar + .navbar-top { + padding-left: 0 !important; + padding-right: 0 !important; + } + + // Container + .container-fluid { + padding-left: $main-content-padding-x; + padding-right: $main-content-padding-x; + } +} + +// **** Splash Page **** + +.splash { + position: relative; + display: flex; + height: 100%; + min-height: 100vh; + img { + width: 50vw; + height: auto; + display: block; + margin: auto; + } +} + +// **** Panels **** + +.splitView { + height: 94vh; + display: flex; + flex-direction: row; + align-items: flex-start; +} + +.divider-hitbox { + cursor: col-resize; + align-self: stretch; + display: flex; + align-items: center; + padding-left: 0rem; + padding-right: 0.5rem; +} + +.divider { + height: 100%; + border: 1px solid $gray-700; +} + +.leftPane { + height: 94vh; + overflow: auto; +} + +.rightPane { + flex: 1; + height: 94vh; + overflow: auto; +} + +// **** Custom dropdown **** + +.cg-dropdown { + background-color: $dark; + height: 18vh; + overflow: auto; + border-radius: 5%; + padding: 0 0.4rem; + z-index: 4; + font-size: 0.75rem; + text-align: start; + ul { + padding-left: 0rem; + } +} + +.search-bar { + position: sticky; + top: 0%; + min-width: 10px; + z-index: 4; +} + +// **** Offcanvas **** + +.offcanvas-dark-mode { + color: $white; + background-color: $dark; +} + +.text-weight { + font-weight: 800; +} + +// **** RewardsSection **** + +.row-cumulative-reward { + height: 3.6vh; + width: 100%; +} + +// **** Observations Container **** + +.row-sort-button { + position: absolute; + top: 7rem; + right: 0; + z-index: 2; +} + +@media (max-width: 576px) { + .row-sort-button { + top: 8rem; + } +} diff --git a/www/frontends/compiler_gym/src/assets/scss/navbar-top.scss b/www/frontends/compiler_gym/src/assets/scss/navbar-top.scss new file mode 100644 index 000000000..bfe15c7dd --- /dev/null +++ b/www/frontends/compiler_gym/src/assets/scss/navbar-top.scss @@ -0,0 +1,90 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +// Navbar top (Topbar) + +.navbar-top { + border: 0; + padding-left: 1rem; + padding-right: 1rem; + + .container, + .container-fluid { + padding-left: 15px; + padding-right: 15px; + } + + @media (min-width: 576px) { + .navbar-brand { + display: block; + } + } + + @media (max-width: 576px) { + .navbar-collapse { + width: 100%; + } + + .nav-item { + position: static; + + .dropdown-menu { + position: absolute; + width: 94%; + min-width: auto; + left: 3%; + right: auto; + } + } + } + + &.border-bottom { + &.navbar-dark { + border-color: rgba(255, 255, 255, .08) !important; + } + + &.navbar-light { + border-color: rgba(0, 0, 0, .04) !important; + } + } +} + +// *** Actions navbar *** + +.action-navbar-wrapper { + position: sticky; + top: 0; + z-index: 3; + margin-bottom: 0.5rem; + margin-left: 0; +} + +.dark-mode-controls { + background-color: $dark; + margin-bottom: 0; + padding-bottom: 0.5rem; +} + +.light-mode-controls { + background-color: $gray-100; + margin-bottom: 0.5rem; +} + +@media (min-width: 576px) { + .action-navbar-wrapper { + min-width: 650px; + } +} + +@media (max-width: 576px) { + .action-navbar-wrapper { + min-width: none; + } +} + +.cg-icon { + cursor: pointer; +} diff --git a/www/frontends/compiler_gym/src/assets/scss/searchtree.scss b/www/frontends/compiler_gym/src/assets/scss/searchtree.scss new file mode 100644 index 000000000..8e82c70a7 --- /dev/null +++ b/www/frontends/compiler_gym/src/assets/scss/searchtree.scss @@ -0,0 +1,95 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +.searchtree-nav-wrapper { + position: sticky; + top: 5.4rem; + z-index: 1; +} + +.search-tree-container { + margin-top: 0rem; + margin-left: 0rem; + width: 100%; + height: 66vh; + min-height: 60vh; + overflow: auto; +} + +@media (min-width: 576px) { + .search-tree-container{ + min-width: 600px; + } +} + +@media (max-width: 576px) { + .search-tree-container { + min-width: none; + } +} + +.reward-table-wrapper { + position: sticky; + top: 7.8rem; + z-index: 0; +} + +@media (min-width: 576px) { + .reward-table-wrapper{ + min-width: 600px; + } +} + +@media (max-width: 576px) { + .reward-table-wrapper { + min-width: none; + } +} + +.reward-table { + font-size: small; +} + +.dark-mode-tree { + background-color: $dark; + text { + stroke-width: 0; + font-size: 0.8rem; + fill: $white; + } + path { + fill: none; + stroke: #2593B8; + stroke-width: 1.5px; + } +} + +.light-mode-tree { + background-color: $white; + text { + stroke-width: 0; + font-size: 0.8rem; + fill: black; + } + path { + fill: none; + stroke: $gray-500; + stroke-width: 1.5px; + } +} + +.link__to-leaf { + visibility: hidden; +} + +.active-node-info { + position: sticky; + border: 1px solid black; + border-radius: 5%; + background-color: $secondary; + padding: 0.45rem; + z-index: 100; +} diff --git a/www/frontends/compiler_gym/src/assets/scss/toggles.scss b/www/frontends/compiler_gym/src/assets/scss/toggles.scss new file mode 100644 index 000000000..1da1f7c85 --- /dev/null +++ b/www/frontends/compiler_gym/src/assets/scss/toggles.scss @@ -0,0 +1,59 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +.switch_box{ + display: flex; + align-items: center; + -webkit-box-pack: center; + -ms-flex-pack: center; + justify-content: center; + -webkit-box-align: center; + -ms-flex-align: center; + align-items: center; + -webkit-box-flex: 1; + -ms-flex: 1; + flex: 1; +} + +input[type="checkbox"].switch_1{ + font-size: 30px; + -webkit-appearance: none; + -moz-appearance: none; + appearance: none; + width: 1em; + height: 0.5em; + background: #ddd; + border-radius: 3em; + position: relative; + cursor: pointer; + outline: none; + -webkit-transition: all .2s ease-in-out; + transition: all .2s ease-in-out; + } + +input[type="checkbox"].switch_1:checked{ + background: $primary; +} + +input[type="checkbox"].switch_1:after{ + position: absolute; + content: ""; + width: 0.5em; + height: 0.5em; + border-radius: 50%; + background: #fff; + -webkit-box-shadow: 0 0 .25em rgba(0,0,0,.3); + box-shadow: 0 0 .25em rgba(0,0,0,.3); + -webkit-transform: scale(.7); + transform: scale(.7); + left: 0; + -webkit-transition: all .2s ease-in-out; + transition: all .2s ease-in-out; +} + +input[type="checkbox"].switch_1:checked:after{ + left: calc(100% - 0.5em); +} diff --git a/www/frontends/compiler_gym/src/assets/scss/variables.scss b/www/frontends/compiler_gym/src/assets/scss/variables.scss new file mode 100644 index 000000000..c7519e30f --- /dev/null +++ b/www/frontends/compiler_gym/src/assets/scss/variables.scss @@ -0,0 +1,173 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +// Global settings + +$enable-caret: true !default; +$enable-rounded: true !default; +$enable-gradients: false !default; +$enable-transitions: true !default; +$enable-grid-classes: true !default; +$enable-print-styles: true !default; + +// Color system + +$white: #fff !default; +$gray-100: #f6f9fc !default; +$gray-200: #e9ecef !default; +$gray-300: #dee2e6 !default; +$gray-400: #ced4da !default; +$gray-500: #adb5bd !default; +$gray-600: #8898aa !default; +$gray-700: #525f7f !default; +$gray-800: #32325d !default; +$gray-900: #212529 !default; +$black: #000 !default; + +$grays: () !default; +$grays: map-merge(( + "100": $gray-100, + "200": $gray-200, + "300": $gray-300, + "400": $gray-400, + "500": $gray-500, + "600": $gray-600, + "700": $gray-700, + "800": $gray-800, + "900": $gray-900 +), $grays); + +$blue: #3a6a88 !default; +$indigo: #2D303D !default; +$purple: #8965e0 !default; +$pink: #f3a4b5 !default; +$red: #f5365c !default; +$orange: #ee4c2c !default; +$yellow: #efcb87 !default; +$green: #2dce89 !default; +$teal: #80cbd7 !default; +$cyan: #87bfa1 !default; +$blue2: #5CA5B2 !default; + +$default: #172b4d !default; +$primary: #2D303D !default; +$secondary: $gray-200 !default; +$success: $green !default; +$info: $teal !default; +$warning: $yellow !default; +$danger: $red !default; +$light: $gray-400 !default; +$dark: #282c34 !default; +$darker: darken($gray-900, 15%) !default; + +$theme-colors: () !default; +$theme-colors: map-merge(( + "default": $default, + "primary": $primary, + "secondary": $secondary, + "success": $success, + "info": $info, + "warning": $warning, + "danger": $danger, + "white": $white, + "neutral": $white, + "dark": $dark, + "darker": $darker, + "blue": $blue +), $theme-colors); + +// Content + +$main-content-padding-y: 80px !default; +$main-content-padding-x: 15px !default; + +// Fonts + +$font-family-sans-serif: source-code-pro, 'Menlo','proxima-nova' , 'Segoe UI', 'Roboto', 'Oxygen', +'Ubuntu', 'Cantarell', 'Fira Sans', 'Droid Sans', 'Helvetica Neue', +sans-serif; +$font-family-base: $font-family-sans-serif !default; + +$font-size-base: 0.9rem !default; // Assumes the browser default, typically `16px` +$font-size-xl: ($font-size-base * 1.5); +$font-size-lg: ($font-size-base * 1.25); +$font-size-sm: ($font-size-base * .875); +$font-size-xs: ($font-size-base * .75); + +$font-weight-light: 300 !default; +$font-weight-normal: 400 !default; +$font-weight-bold: 500 !default; +$font-weight-extra-bold: 800 !default; + +$h1-font-size: $font-size-base * 1.625 !default; +$h2-font-size: $font-size-base * 1.25 !default; +$h3-font-size: $font-size-base * 1.0625 !default; +$h4-font-size: $font-size-base * .9375 !default; +$h5-font-size: $font-size-base * .8125 !default; +$h6-font-size: $font-size-base * .625 !default; + +// Navbar + +$navbar-nav-link-font-size: .5rem !default; +$navbar-nav-link-font-weight: 500 !default; +$navbar-nav-link-text-transform: normal !default; +$navbar-nav-link-letter-spacing: 0 !default; + +// Border + +$border-width: 1px !default; +$border-color: $gray-200 !default; + +$border-radius: .375rem !default; +$border-radius-xl: .5rem !default; +$border-radius-lg: .4375rem !default; +$border-radius-sm: .25rem !default; + +$box-shadow-sm: 0 0 .5rem rgba($gray-600, .075) !default; +$box-shadow: 0 0 2rem 0 rgba($gray-600, .15) !default; +$box-shadow-lg: 0 0 3rem rgba($gray-600, .175) !default; + +// Buttons + Forms + +$input-btn-font-size-sm: .75rem !default; +$input-btn-font-size: .8rem !default; +$input-btn-font-size-lg: .85rem !default; +$input-border-color: rgba($dark, .15) !default; + +// Dropdown + +$dropdown-bg: $dark !default; +$dropdown-border-width: 0 !default; +$dropdown-border-color: rgba($black, .15) !default; +$dropdown-font-size: .75rem !default; + +$dropdown-link-color: $white !default; +$dropdown-link-active-color: $dark !default; +$dropdown-link-active-bg: $gray-300 !default; + +// Offcanvas + +$offcanvas-padding-y: 1rem; +$offcanvas-padding-x: 1rem; +$offcanvas-horizontal-width: 100vw; +$offcanvas-vertical-height: 50vh; +$offcanvas-transition-duration: .3s; +$offcanvas-bg-color: $secondary; + +// ListGroups + +$list-group-bg: $gray-200; +$list-group-border-color: $gray-400; +$list-group-border-width: $border-width; +$list-group-border-radius: $border-radius; + +$list-group-hover-bg: $white; + +$list-group-action-color: $gray-700; +$list-group-action-hover-color: $primary; + +$list-group-action-active-color: $dark; +$list-group-action-active-bg: $gray-200; diff --git a/www/frontends/compiler_gym/src/components/Modals/LargeModal.js b/www/frontends/compiler_gym/src/components/Modals/LargeModal.js new file mode 100644 index 000000000..15752f009 --- /dev/null +++ b/www/frontends/compiler_gym/src/components/Modals/LargeModal.js @@ -0,0 +1,62 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React, { useState, useEffect, useRef } from "react"; +import { Modal, Button, FormControl, Row, Col } from "react-bootstrap"; + +const LargeModal = ({ showModal, handleModal, title, getShareLink }) => { + const [copySuccess, setCopySuccess] = useState(""); + const [shareLink, setShareLink] = useState("") + const textAreaRef = useRef(); + + useEffect(() => { + setShareLink(getShareLink) + return () => {} + }, [getShareLink]) + + const copyToClipboard = (e) => { + textAreaRef.current.select(); + document.execCommand("copy"); + e.target.focus(); + setCopySuccess("Copied!"); + }; + + return ( + + + {title} + + + + + + + + + + + + + {copySuccess} + + + + + + + + ); +}; + +export default LargeModal; diff --git a/www/frontends/compiler_gym/src/components/Navbars/ActionsNavbar.js b/www/frontends/compiler_gym/src/components/Navbars/ActionsNavbar.js new file mode 100644 index 000000000..61a5b1c4e --- /dev/null +++ b/www/frontends/compiler_gym/src/components/Navbars/ActionsNavbar.js @@ -0,0 +1,440 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React, { useState, useEffect, useContext, forwardRef } from "react"; +import classnames from "classnames"; +import { useHistory, useLocation } from "react-router"; +import { + Form, + FormControl, + Col, + Row, + InputGroup, + Dropdown, + Alert, + Button, +} from "react-bootstrap"; +import ApiContext from "../../context/ApiContext"; +import ThemeContext from "../../context/ThemeContext"; +import LargeModal from "../Modals/LargeModal"; +import { getCommandLineArray } from "../../utils/Helpers"; + +const CustomMenu = forwardRef( + ({ children, style, "aria-labelledby": labeledBy }, ref) => { + const [value, setValue] = useState(""); + + return ( +
+
+ setValue(e.target.value)} + value={value} + /> +
+
    + {React.Children.toArray(children).filter( + (child) => + !value || + child.props.children + .toLowerCase() + .indexOf(value.toLowerCase()) !== -1 + )} +
+
+ ); + } +); + +/** + * Represenets the navbar component inside the controls container, + * this components takes care of the creation of a new CompilerGym environment. + * + * @param {function} startSession invoke API to start a new session with different specific datasets and benchmarks. + * @param {String} actionSpace a discrete space of actions to be exposed. + * @param {Array} actionsTaken an array of ids representing the actions selected from the tree. + * @param {function} handleActionSpace function to update the action space. + * @param {function} handleResetActionsTracker updates the actions tracker state. + * @returns + */ +const ActionsNavbar = ({ + startSession, + actionSpace, + actionsTaken, + handleActionSpace, + handleResetActionsTracker, +}) => { + const { darkTheme } = useContext(ThemeContext); + const { compilerGym, session, api, setSession } = useContext(ApiContext); + + const history = useHistory(); + const location = useLocation(); + const searchParams = new URLSearchParams(location.search); + + const [actionsLine, setActionsLine] = useState(""); + const [dataset, setDataset] = useState("benchmark://cbench-v1"); + const [uriOptions, setUriOptions] = useState([]); + const [datasetUri, setDatasetUri] = useState(""); + const [reward, setReward] = useState("IrInstructionCountOz"); + const [showWarning, setShowWarning] = useState(false); + const [showModal, setModal] = useState(false); + + const benchmarkOptions = + compilerGym.benchmarks && + Object.entries(compilerGym.benchmarks).map(([dataset, uri]) => ({ + dataset, + uri, + })); + + const actionsList = + compilerGym.actions && + Object.entries(compilerGym.actions).map(([name, action_id]) => ({ + name, + action_id: action_id.toString(), + })); + + // Action space as a number to show in the dropdown menu. + const actionSpaceOptions = + compilerGym.actions && + Object.keys(compilerGym.actions).map((x, i) => i + 1); + + const actionsIdsTaken = actionsTaken?.map((i) => i.split(".")[0]); // Only keep the action ids, not the depth id + + /** + * Must run once when the component is first rendered to populate the dataset uri dropdown. + */ + useEffect(() => { + let selected = + benchmarkOptions && benchmarkOptions.find((o) => o.dataset === dataset); + setUriOptions(selected?.uri); + setDatasetUri(selected?.uri[0]); + return () => {}; + }, []); // eslint-disable-line react-hooks/exhaustive-deps + + /* + * Start a new session when component mounts in the browser with URL params. + */ + useEffect(() => { + const fetchData = async () => { + let selected = benchmarkOptions.find( + (o) => o.dataset === searchParams.get("dataset") + ); + try { + await api.closeSession(session.session_id); + const initSession = await api.startSession( + searchParams.get("reward"), + searchParams.get("actions") ?? "-", + `${searchParams.get("dataset")}/${searchParams.get("dataset_uri")}` + ); + console.log(initSession); + setSession(initSession); + setDataset(searchParams.get("dataset")); + setDatasetUri(searchParams.get("dataset_uri")); + setReward(searchParams.get("reward")); + setUriOptions(selected?.uri); + } catch (err) { + setShowWarning(true); + } + }; + if ( + searchParams.get("reward") && + searchParams.get("dataset") && + searchParams.get("dataset_uri") && + session.session_id !== undefined + ) { + fetchData(); + } + + return () => {}; + }, [api, session.session_id, setSession]); // eslint-disable-line react-hooks/exhaustive-deps + + // Rerender the command line on every change in the current state of session. + useEffect(() => { + let lastState = session.states?.[session.states?.length - 1]; + setActionsLine(lastState?.commandline); + + return () => {}; + }, [session]); + + const handleNewDataset = (e) => { + let selected = benchmarkOptions.find((o) => o.dataset === e); + setDataset(e); + setUriOptions(selected?.uri); + setDatasetUri(selected?.uri[0]); + startSession( + reward, + actionsIdsTaken.length ? actionsIdsTaken : "-", + `${e}/${selected?.uri[0]}` + ); + searchParams.set("dataset", e); + searchParams.set("dataset_uri", selected?.uri[0]); + searchParams.set("reward", reward); + history.push({ ...location, search: searchParams.toString() }); + }; + + const handleDatasetUri = (e) => { + setDatasetUri(e); + startSession( + reward, + actionsIdsTaken.length ? actionsIdsTaken : "-", + `${dataset}/${e}` + ); + searchParams.set("dataset", dataset); + searchParams.set("dataset_uri", e); + searchParams.set("reward", reward); + history.push({ ...location, search: searchParams.toString() }); + }; + + const handleRewardSelect = (e) => { + setReward(e); + startSession( + e, + actionsIdsTaken.length ? actionsIdsTaken : "-", + `${dataset}/${datasetUri}` + ); + searchParams.set("dataset", dataset); + searchParams.set("dataset_uri", datasetUri); + searchParams.set("reward", e); + history.push({ ...location, search: searchParams.toString() }); + }; + + // Append current url params into a string to generata a link. + const getShareLink = () => { + let shareLink = `${window.location.href}${location.search}`; + return shareLink; + }; + + /** + * Run a set of actions when clicking on the comand line text input. + * @param {*} e listens to an event on keyPress. + */ + const runCommandLine = async (e) => { + if (e.key === "Enter") { + try { + let actionsTaken = getCommandLineArray(actionsLine, actionsList); + await startSession( + reward, + actionsTaken.length ? actionsTaken : "-", + `${dataset}/${datasetUri}` + ); + searchParams.set("dataset", dataset); + searchParams.set("dataset_uri", datasetUri); + searchParams.set("reward", reward); + searchParams.set("actions", actionsTaken.join(",")); + history.replace({ ...location, search: searchParams.toString() }); + } catch (error) { + console.log(error); + } + } + }; + + // Close warning popup and start a new session. + const handleWarningAlert = async () => { + try { + setShowWarning(false); + history.push("/"); + await api.startSession(reward, "-", `${dataset}/${datasetUri}`); + handleResetActionsTracker(); + } catch (error) { + console.log(error); + } + }; + + return ( +
+
+ + + + + + Dataset + + + {benchmarkOptions && + benchmarkOptions.map((i, index) => ( + + {i.dataset} + + ))} + + + + + + + + + + Benchmark + + + {uriOptions && + uriOptions.map((i, index) => ( + + {i} + + ))} + + + + + + + + + + Reward + + + {compilerGym.rewards && + compilerGym.rewards.map((i, index) => ( + + {i} + + ))} + + + + + + + + + + Actions + + + {actionSpaceOptions && + actionSpaceOptions.map((i, index) => ( + + {i.toString()} + + ))} + + + + + + + + + + + Command + + setActionsLine(e.target.value)} + onKeyPress={runCommandLine} + /> + + + + + + +
+ {showWarning && ( + + + Oh snap! You got an error, this + link is broken. You can still set up your own optimization steps. + + + )} + setModal(!showModal)} + title={"Share"} + getShareLink={getShareLink} + /> +
+ ); +}; + +export default ActionsNavbar; diff --git a/www/frontends/compiler_gym/src/components/Navbars/MainNavbar.js b/www/frontends/compiler_gym/src/components/Navbars/MainNavbar.js new file mode 100644 index 000000000..53f42c806 --- /dev/null +++ b/www/frontends/compiler_gym/src/components/Navbars/MainNavbar.js @@ -0,0 +1,76 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React, { useContext } from "react"; +import { Container, Navbar, NavDropdown, Nav } from "react-bootstrap"; +import ThemeContext from "../../context/ThemeContext"; + +const MainNavbar = () => { + const { darkTheme, toggleTheme } = useContext(ThemeContext); + + return ( + + + CompilerGym + + + + + + + + ); +}; + +export default MainNavbar; diff --git a/www/frontends/compiler_gym/src/components/Pages/MainPage.js b/www/frontends/compiler_gym/src/components/Pages/MainPage.js new file mode 100644 index 000000000..366871718 --- /dev/null +++ b/www/frontends/compiler_gym/src/components/Pages/MainPage.js @@ -0,0 +1,19 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React from "react"; +import MainNavbar from "../Navbars/MainNavbar"; +import PanelsContainer from "../Sections/PanelsContainer"; +import ObservationsContainer from "../Sections/ObservationsContainer"; + +export default function MainPage() { + return ( +
+ + } /> +
+ ); +} diff --git a/www/frontends/compiler_gym/src/components/Pages/SplashPage.js b/www/frontends/compiler_gym/src/components/Pages/SplashPage.js new file mode 100644 index 000000000..741785143 --- /dev/null +++ b/www/frontends/compiler_gym/src/components/Pages/SplashPage.js @@ -0,0 +1,18 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React from 'react' + +export default function SplashPage() { + return ( +
+ logo +
+ ) +} diff --git a/www/frontends/compiler_gym/src/components/Sections/ActionsHeatMap.js b/www/frontends/compiler_gym/src/components/Sections/ActionsHeatMap.js new file mode 100644 index 000000000..21d070cde --- /dev/null +++ b/www/frontends/compiler_gym/src/components/Sections/ActionsHeatMap.js @@ -0,0 +1,194 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React, { useEffect, useState, useRef, useContext } from "react"; +import classnames from "classnames"; +import Highcharts from "highcharts"; +import HighchartsReact from "highcharts-react-official"; +import highchartsHeatmap from "highcharts/modules/heatmap"; +import ThemeContext from "../../context/ThemeContext"; + +highchartsHeatmap(Highcharts); + +const ActionsHeatMap = ({ session, highlightedPoint }) => { + const heatMapWindow = useRef(); + const chart = useRef(); + const { darkTheme } = useContext(ThemeContext); + const [rewards, setRewards] = useState([]); + const [cumulativeSum, setCumulativeSum] = useState([]); + const [steps, setSteps] = useState([]); + + useEffect(() => { + let rewards = session.states?.map((i) => parseFloat(i.reward.toFixed(3))); + let lastState = session.states?.[session.states?.length - 1]; + setRewards(rewards); + setCumulativeSum( + rewards?.reduce((a, x, i) => [...a, a.length > 0 ? x + a[i - 1] : x], []) + ); + setSteps( + lastState?.commandline.split(" input.bc -o output.bc")[0].split(" ") + ); + return () => {}; + }, [session]); + + useEffect(() => { + if (highlightedPoint && highlightedPoint.selected) { + chart.current?.chart.series[0].points[highlightedPoint.point]?.select(); + } else { + chart.current?.chart.series[0].points[highlightedPoint.point]?.select( + false + ); + } + return () => {}; + }, [highlightedPoint]); + + const getPointCategoryName = (point, dimension) => { + var series = point.series, + isY = dimension === "y", + axis = series[isY ? "yAxis" : "xAxis"]; + return axis.categories[point[isY ? "y" : "x"]]; + }; + + const setHoverData = (e) => { + console.log(e); + }; + + const options = { + chart: { + type: "heatmap", + plotBorderWidth: 0, + width: heatMapWindow.current?.clientWidth, + height: 55, + marginTop: 10, + }, + + title: null, + + xAxis: { + categories: steps, + title: null, + labels: { + enabled: false, + }, + }, + + yAxis: { + categories: ["Reward", "CumulativeReward"], + title: null, + reversed: true, + labels: { + style: { + color: darkTheme && "white", + }, + }, + }, + + accessibility: { + point: { + descriptionFormatter: function (point) { + var ix = point.index + 1, + xName = getPointCategoryName(point, "x"), + yName = getPointCategoryName(point, "y"), + val = point.value; + return ix + ". " + xName + " sales " + yName + ", " + val + "."; + }, + }, + }, + + colorAxis: { + min: Math.min(...rewards), + minColor: "#FFFFFF", + maxColor: Highcharts.getOptions().colors[7], + }, + + tooltip: { + formatter: function () { + return ( + "" + + getPointCategoryName(this.point, "x") + + "
" + + getPointCategoryName(this.point, "y") + + ": " + + this.point.value + ); + }, + }, + + credits: { + enabled: false, + }, + legend: { + enabled: false, + }, + plotOptions: { + series: { + allowPointSelect: true, + point: { + events: { + mouseOver: function () { + setHoverData(this); + }, + }, + }, + states: { + hover: { + enabled: false, + }, + select: { + color: function () { + return this.point.color; + }, + opacity: 0.5, + borderWidth: 2, + lineWidth: 1.5, + + }, + inactive: { + enabled: false, + opacity: 1, + }, + }, + }, + }, + + series: [ + { + name: "Reward", + borderWidth: 0, + data: rewards.map((i, index) => [index, 0, i]), + }, + { + name: "CumulativeReward", + borderWidth: 0, + data: cumulativeSum.map((i, index) => [index, 1, i]), + }, + ], + + exporting: { + buttons: { + contextButton: { + enabled: false, + menuItems: ["viewFullscreen", "printChart", "downloadCSV"], + }, + }, + }, + }; + + return ( +
+ +
+ ); +}; + +export default ActionsHeatMap; diff --git a/www/frontends/compiler_gym/src/components/Sections/ControlsContainer.js b/www/frontends/compiler_gym/src/components/Sections/ControlsContainer.js new file mode 100644 index 000000000..aee8ca0ca --- /dev/null +++ b/www/frontends/compiler_gym/src/components/Sections/ControlsContainer.js @@ -0,0 +1,352 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React, { useState, useContext, useEffect } from "react"; +import { useHistory, useLocation } from "react-router"; +import ApiContext from "../../context/ApiContext"; +import { makeSessionTreeData } from "../../utils/Helpers"; +import ActionsNavbar from "../Navbars/ActionsNavbar"; +import SearchTree from "./SearchTree"; +import RewardsSection from "./RewardsSection"; +import ActionsDict from "../../utils/ActionsDict"; + +const ControlsContainer = () => { + const { compilerGym, session, api, setSession } = useContext(ApiContext); + const history = useHistory(); + const location = useLocation(); + const searchParams = new URLSearchParams(location.search); + + const [actionSpace, setActionSpace] = useState(30); + const [treeData, setTreeData] = useState({}); + const [highlightedPoint, setHighlightedPoint] = useState({}); + const [focusedNode, setFocusedNode] = useState(0); + const [actionsTracker, setActionsTracker] = useState({ + activeNode: "x", + actionsTaken: [], + layer: 1, + }); + const [locationKeys, setLocationKeys] = useState([]); + + const children = + compilerGym.actions && + Object.entries(compilerGym.actions).map(([name, action_id]) => ({ + name, + action_id: action_id.toString(), + description : ActionsDict.find((i) => i.Action === name)?.Description || "", + children: [], + })); + + /** + * Check whether a set of actions is passed as params in the URL, if yes, updates the DOM + * to render a search tree with a specific state. Otherwise, renders a clean tree with only + * one level depth and one set of children and root as active node. + */ + useEffect(() => { + let urlIds = searchParams.get("actions")?.split(",") ?? []; + let actionsTaken = urlIds.map((o, i) => `${o}.${i + 1}`); + + if (urlIds.length && session.states) { + setTreeData(makeSessionTreeData(session.states, children)); + setActionsTracker({ + activeNode: `${urlIds[urlIds.length - 1]}.${urlIds.length}`, + actionsTaken: actionsTaken, + layer: urlIds.length + 1, + }); + } else if (session.states) { + setTreeData(makeSessionTreeData(session.states, children)); + } + return () => {}; + }, [session.states]); // eslint-disable-line react-hooks/exhaustive-deps + + /** + * Detects back and forward buttons in the browser, it allows to keep track + * of the session and observation states. + */ + useEffect(() => { + return history.listen((location) => { + if (history.action === "PUSH") { + setLocationKeys([location.key]); + } + if (history.action === "POP") { + if (locationKeys[1] === location.key) { + setLocationKeys(([_, ...keys]) => keys); + } else { + setLocationKeys((keys) => [location.key, ...keys]); + window.location.reload(); + } + } + }); + }, [locationKeys]); // eslint-disable-line react-hooks/exhaustive-deps + + /** + * This functions makes an API call to close current session and start a new session with new parameters + * + * @param {String} reward Takes the type of reward to initialize the new session with. + * @param {Array} actions array with ids of actions. + * @param {String} newBenchmark Takes the benchamark to initialize a new session. + */ + const startNewSession = (reward, actions, newBenchmark) => { + api.closeSession(session.session_id).then( + (res) => { + api.startSession(reward, actions, newBenchmark).then( + (result) => { + setSession(result); + setActionSpace(30); + if (actions !== "-" && actions.length) { + let actionsTaken = actions.map((o, i) => `${o}.${i + 1}`); + setActionsTracker({ + activeNode: actionsTaken[actionsTaken.length - 1], + actionsTaken: actionsTaken, + layer: actionsTaken.length + 1, + }); + } else { + setActionsTracker({ + activeNode: "x", + actionsTaken: [], + layer: 1, + }); + } + }, + (error) => { + console.log(error); + } + ); + }, + (error) => { + console.log(error); + } + ); + }; + + /** + * Invokes the API to take a step in the current session and update the tree. + * It also updates the url parameters to keep the state of current session. + * + * @param {Array} stepsIDs receives an array of action ids. + */ + const submitStep = async (stepID) => { + let urlActions = actionsTracker.actionsTaken + .map((i) => i.split(".")[0]) + .join(","); + try { + const response = await api.getSteps(session.session_id, stepID); + setSession({ + ...session, + states: [...session.states, ...response.states], + }); + setTreeData( + makeSessionTreeData([...session.states, ...response.states], children) + ); + searchParams.set("actions", `${urlActions},${stepID}`); + history.push({ ...location, search: searchParams.toString() }); + } catch (err) { + console.log(err); + } + }; + + /** + * Invokes the API to undo a number of steps on the current session and update the tree. + * + * @param {Number} n the number of steps to remove. + */ + const undoStep = async (n) => { + let currentSteps = session.states; + try { + await api.undoStep(session.session_id, n); + setSession({ ...session, states: currentSteps.slice(0, -n) }); + setTreeData(makeSessionTreeData(currentSteps.slice(0, -n), children)); + } catch (err) { + console.log(err); + } + }; + + /** + * A function that makes two API calls to undo a number of actions and replay episode. + * when a node between the root and last children is clicked in the tree. + * It also updates the url parameters to keep the state of current session. + * + * @param {Number} n the number of steps to remove. + * @param {Array} stepsIDs an array of action ids. + */ + const replicateSteps = async (n, stepsIDs) => { + let newActionsTaken = stepsIDs.map((o, i) => `${o}.${i + 1}`); + try { + await api.undoStep(session.session_id, n); + const response = await api.getSteps(session.session_id, stepsIDs); + setSession({ + ...session, + states: [session.states[0], ...response.states], + }); + setTreeData( + makeSessionTreeData([session.states[0], ...response.states], children) + ); + setActionsTracker({ + ...actionsTracker, + activeNode: newActionsTaken[newActionsTaken.length - 1], + actionsTaken: newActionsTaken, + layer: newActionsTaken.length + 1, + }); + searchParams.set("actions", stepsIDs.join(",")); + history.push({ ...location, search: searchParams.toString() }); + } catch (error) { + console.log(error); + } + }; + + /** + * The handleNodeClick is an asynchronous function and has three scenarios: + * 1. when a node has no children, and is part of the last children, it creates an array new children with unique id, + * 2. when a node is a sibling of the last parent component. Undo the last action. + * 3. when a node is between the root and the last children, it gets activated and switched its siblings off. + * + * @param {Object} nodeDatum object containg data of the node. + * @returns + */ + const handleNodeClick = async (nodeDatum) => { + let nodeActionID = nodeDatum.action_id.split(".")[0]; + let nodeDepth = nodeDatum.__rd3t.depth; + + if (nodeDatum !== undefined && nodeDepth !== 0) { + try { + // Verifies it is one of the last children. + if (nodeDepth === session.states.length) { + await submitStep(nodeActionID); + setActionsTracker({ + activeNode: nodeDatum.action_id, + actionsTaken: [...actionsTracker.actionsTaken, nodeDatum.action_id], + layer: actionsTracker.layer + 1, + }); + } else if (nodeDepth === session.states.length - 1 && nodeDepth > 1) { + await undoStep(1); + setActionsTracker({ + activeNode: + actionsTracker.actionsTaken.length > 1 + ? actionsTracker.actionsTaken[ + actionsTracker.actionsTaken.length - 2 + ] + : "x", + actionsTaken: actionsTracker.actionsTaken.slice(0, -1), + layer: actionsTracker.layer - 1, + }); + } else if (nodeDepth < session.states.length && nodeDepth > 0) { + let actions = actionsTracker.actionsTaken + .map((i) => i.split(".")[0]) + .slice(); // get a copy of actionsTaken + actions.splice( + nodeDepth - 1, + actions.length - nodeDepth + 1, + nodeActionID + ); // modify the array of actions adding the node clicked and removing ones on the right side. + await replicateSteps(actionsTracker.actionsTaken.length, actions); + } else { + return; + } + } catch (err) { + console.log(err); + } + } + return; + }; + + /** + * Recursive function to update number of links shown on active node. + * + * @param {Object} tree receives the current state of the tree data as a hierarchical object. + * @param {String} activeNode receives a string that represents the id of actiove node. + * @param {Number} limit represents the number of children to display. + * @returns + */ + const updateNode = (tree, activeNode, limit) => { + if (tree.action_id === activeNode) { + return { ...tree, children: children.slice(0, limit) }; + } + if (tree.children !== undefined) { + tree.children.forEach((i) => { + if (i.action_id === activeNode) { + i.active = true; + i.children = children.slice(0, limit).map((o) => { + return { + name: o.name, + description : ActionsDict.find((i) => i.Action === o.name)?.Description || "", + action_id: `${o.action_id}.${actionsTracker.layer}`, + children: [], + }; + }); + } else { + updateNode(i, activeNode, limit); + } + }); + return { name: "root", action_id: "x", children: tree.children }; + } + return; + }; + + const handleActionSpace = (e) => { + setActionSpace(e); + setTreeData(updateNode(treeData, actionsTracker.activeNode, e)); + }; + + const handleResetActionsTracker = () => { + setActionsTracker({ activeNode: "x", actionsTaken: [], layer: 1 }); + }; + + const handleMouseOverTree = (nodeData) => { + let nodeDescription = ActionsDict.find((i) => i.Action === nodeData.name)?.Description || ""; + if (nodeData.active) { + setHighlightedPoint({ + point: nodeData.__rd3t.depth, + selected: true, + nodeDescription: nodeDescription, + }); + } else { + setHighlightedPoint({ + ...highlightedPoint, + point: nodeData.__rd3t.depth, + nodeDescription: nodeDescription, + }); + } + }; + + const handleMouseOutTree = (nodeData) => { + if (nodeData.active) { + setHighlightedPoint({ + point: nodeData.__rd3t.depth, + selected: false, + nodeDescription: "", + }); + } else { + setHighlightedPoint({ ...highlightedPoint, nodeDescription: "", point: null }); + } + }; + + const handleClickOnChart = (dataPoint) => { + setFocusedNode(dataPoint.index) + } + + return ( +
+ + + +
+ ); +}; + +export default ControlsContainer; diff --git a/www/frontends/compiler_gym/src/components/Sections/ObservationsContainer.js b/www/frontends/compiler_gym/src/components/Sections/ObservationsContainer.js new file mode 100644 index 000000000..7624be881 --- /dev/null +++ b/www/frontends/compiler_gym/src/components/Sections/ObservationsContainer.js @@ -0,0 +1,80 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React, { useContext, useState } from "react"; +import { Tabs, Tab } from "react-bootstrap"; +import ApiContext from "../../context/ApiContext"; +import ThemeContext from "../../context/ThemeContext"; +import { + IrStateContainer, + InstcountsStateContainer, + AutophaseStateContainer, +} from "../StateVisualizations"; + +const StateContainer = () => { + const context = useContext(ApiContext); + const themeContext = useContext(ThemeContext); + const envState = context.session.states; + const [stateSelector, setStateSelector] = useState("ir"); + + const last_observation = envState && envState[envState.length - 1]; + const previous_observation = envState && envState[envState.length - 2]; + + const renderState = () => { + switch (stateSelector) { + case "ir": + return ( + + ); + case "instcounts": + return ( + + ); + case "autophase": + return ( + + ); + case "programl": + return
From programl
; + default: + return []; + } + }; + + return ( + <> +
+ setStateSelector(e)} + > + + + + +
+ {renderState()} + + ); +}; + +export default StateContainer; diff --git a/www/frontends/compiler_gym/src/components/Sections/PanelsContainer.js b/www/frontends/compiler_gym/src/components/Sections/PanelsContainer.js new file mode 100644 index 000000000..c640000e9 --- /dev/null +++ b/www/frontends/compiler_gym/src/components/Sections/PanelsContainer.js @@ -0,0 +1,120 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React, { useEffect, useState, useRef} from 'react'; +import ControlsContainer from './ControlsContainer'; + +const MIN_WIDTH = 140; + +const LeftPanel = ({ children, leftWidth, setLeftWidth }) => { + const leftRef = useRef() + useEffect(() => { + if (leftRef.current) { + if (!leftWidth) { + setLeftWidth(leftRef.current.clientWidth); + return; + } + leftRef.current.style.width = `${leftWidth}px`; + } + }, [leftRef, leftWidth, setLeftWidth]); + + return
{children}
; +} + +/** + * Represents a react component that holds two panels to contain the main content. + * + * @param {JSX} right a component to display on the right side, will be dependant of left width. + * @returns + */ +const PanelsContainer = ({right, className}) => { + const [leftWidth, setLeftWidth] = useState(window.innerWidth/2); + const [separatorXPosition, setSeparatorXPosition] = useState(undefined) + const [dragging, setDragging] = useState(false); + const splitPanelRef = useRef(); + + const onMouseDown = (e) => { + setSeparatorXPosition(e.clientX); + setDragging(true); + }; + + const onTouchStart = (e) => { + setSeparatorXPosition(e.touches[0].clientX); + setDragging(true); + }; + + const onMove = (clientX) => { + if (dragging && leftWidth && separatorXPosition) { + const newLeftWidth = leftWidth + clientX - separatorXPosition; + setSeparatorXPosition(clientX); + + if (newLeftWidth < MIN_WIDTH) { + setLeftWidth(MIN_WIDTH); + return; + } + + if (splitPanelRef.current) { + let splitPanelWidth = splitPanelRef.current.clientWidth; + + if (newLeftWidth > splitPanelWidth - MIN_WIDTH) { + setLeftWidth(splitPanelWidth - MIN_WIDTH); + return; + } + } + + setLeftWidth(newLeftWidth); + } + }; + + const onMouseMove = (e) => { + e.preventDefault(); + onMove(e.clientX); + }; + + const onTouchMove = (e) => { + onMove(e.touches[0].clientX); + }; + + const onMouseUp = () => { + setDragging(false); + }; + + useEffect(() => { + if (dragging) { + document.addEventListener("mousemove", onMouseMove); + document.addEventListener("touchmove", onTouchMove); + document.addEventListener("mouseup", onMouseUp); + } + return () => { + document.removeEventListener("mousemove", onMouseMove); + document.removeEventListener("touchmove", onTouchMove); + document.removeEventListener("mouseup", onMouseUp); + }; + }); + + return ( +
+ + + + +
+
+
+ +
+ {right} +
+
+ ) +} + +export default PanelsContainer; diff --git a/www/frontends/compiler_gym/src/components/Sections/RewardHistoryChart.js b/www/frontends/compiler_gym/src/components/Sections/RewardHistoryChart.js new file mode 100644 index 000000000..b59a491a4 --- /dev/null +++ b/www/frontends/compiler_gym/src/components/Sections/RewardHistoryChart.js @@ -0,0 +1,162 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React, { useState, useContext, useEffect, useRef } from "react"; +import classnames from "classnames"; +import Highcharts from "highcharts"; +import HighchartsReact from "highcharts-react-official"; +import ThemeContext from "../../context/ThemeContext"; + +const RewardHistoryChart = ({ session, highlightedPoint, handleClickOnChart }) => { + const { darkTheme } = useContext(ThemeContext); + const panel = useRef(); + const chart = useRef(); + const [rewards, setRewards] = useState([]); + const [cumulativeSum, setCumulativeSum] = useState([]); + const [steps, setSteps] = useState([]); + + useEffect(() => { + let rewards = session.states?.map((i) => parseFloat(i.reward.toFixed(3))); + let lastState = session.states?.[session.states?.length - 1]; + setRewards(rewards); + setCumulativeSum( + rewards?.reduce((a, x, i) => [...a, a.length > 0 ? x + a[i - 1] : x], []) + ); + setSteps( + lastState?.commandline.split(" input.bc -o output.bc")[0].split(" ") + ); + return () => {}; + }, [session]); + + useEffect(() => { + if (highlightedPoint && highlightedPoint.selected) { + chart.current?.chart.tooltip.refresh(chart.current?.chart.series[1].points[highlightedPoint.point]); + } else { + chart.current?.chart.tooltip.hide(); + } + return () => {}; + }, [highlightedPoint]); + + const setClickPoint = (e) => { + handleClickOnChart(e); + }; + + const options = { + colors: darkTheme ? ["#b34949", "#2593B8"] : ["#2593B8", "#434348"], + chart: { + type: "areaspline", + height: 18 + "%", + width: panel.current?.clientWidth, + }, + title: { + text: "Rewards", + floating: true, + align: "left", + x: panel.current?.clientWidth / 2, + y: -1, + style: { + fontSize: "12px", + color: darkTheme && "white", + }, + }, + xAxis: { + categories: steps, + labels: { + enabled: false, + }, + crosshair: true + }, + yAxis: { + title: null, + labels: { + enabled: true, + style: { + color: darkTheme && "white", + }, + }, + }, + credits: { + enabled: false, + }, + legend: { + align: "right", + verticalAlign: "top", + layout: "vertical", + backgroundColor: "white", + x: -10, + y: 50, + floating: true, + itemStyle: { + fontWeight: "normal", + fontSize: "11px", + }, + }, + tooltip: { + shared: true, + }, + plotOptions: { + series: { + pointWidth: 4, + marker: { + radius: 2, + }, + allowPointSelect: true, + point: { + events: { + select: function () { + setClickPoint(this); + }, + }, + }, + states: { + hover: { + enabled: false, + }, + select: { + color: "yelow", + }, + inactive: { + enabled: false, + opacity: 1, + }, + }, + }, + }, + series: [ + { + type: "line", + name: "Cumulative", + data: cumulativeSum.map((i) => parseFloat(i.toFixed(3))), + }, + { + type: "column", + name: "Step Reward", + data: rewards, + }, + ], + exporting: { + buttons: { + contextButton: { + menuItems: ["viewFullscreen", "printChart", "downloadCSV"], + }, + }, + }, + }; + + return ( +
+ +
+ ); +}; + +export default RewardHistoryChart; diff --git a/www/frontends/compiler_gym/src/components/Sections/RewardsSection.js b/www/frontends/compiler_gym/src/components/Sections/RewardsSection.js new file mode 100644 index 000000000..085947ed4 --- /dev/null +++ b/www/frontends/compiler_gym/src/components/Sections/RewardsSection.js @@ -0,0 +1,77 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React, { useState, useEffect, useContext } from "react"; +import classnames from "classnames"; +import { Row, FormControl, Col } from "react-bootstrap"; +import ThemeContext from "../../context/ThemeContext"; +import RewardHistoryChart from "./RewardHistoryChart"; + +/** + * Renders the rewards section in the UI. + * + * @param {Object} session current session as a prop, needed to calculate rewards and pass to the historical chart. + * @param {Object} highlightedPoint an object prop containing data about a node in the tree to display an action description. + * @returns + */ +const RewardsSection = ({ session, highlightedPoint, handleClickOnChart }) => { + const { darkTheme } = useContext(ThemeContext); + const [cumulativeSum, setCumulativeSum] = useState(""); + const [toggle, setToggle] = useState(true); + + useEffect(() => { + let rewards = session.states?.map((i) => parseFloat(i.reward.toFixed(3))); + setCumulativeSum(rewards?.reduce((a, x) => a + x, 0)); + return () => {}; + }, [session]); + + return ( + <> + + +
+ setToggle(!toggle)} + /> +
+ + {toggle ? ( + + + + ) : ( + + )} + + {highlightedPoint.nodeDescription && ( +
+ Depth: + {highlightedPoint.point} +
+ )} + +
+ + + ); +}; +export default RewardsSection; diff --git a/www/frontends/compiler_gym/src/components/Sections/SearchTree.js b/www/frontends/compiler_gym/src/components/Sections/SearchTree.js new file mode 100644 index 000000000..a755a43d3 --- /dev/null +++ b/www/frontends/compiler_gym/src/components/Sections/SearchTree.js @@ -0,0 +1,167 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React, { useState, useContext, useEffect, useRef } from "react"; +import classnames from "classnames"; +import ThemeContext from "../../context/ThemeContext"; +import Tree from "react-d3-tree"; +import { getYDeltas } from "../../utils/Helpers"; + +/** + * Renders a node component. + * + * @param {Object} nodeDatum Receieves an object with node data. + * @param {Function} handleNodeClick Function to be called when a node is clicked. + * @param {Number} layer Takes the current active layer. + * @returns {JSX} JSX element representing a node. + */ + +const RenderSvgNode = ({ + nodeDatum, + handleNodeClick, + handleMouseOverTree, + handleMouseOutTree, + layer, +}) => { + const foreignObjectProps = { width: 150, height: 200, x: 20, y: 10 }; + const nodeRef = useRef(); + const [seeDescription, setSeeDescription] = useState(false) + + return ( + + handleNodeClick(nodeDatum)} + onMouseOver={() => { + handleMouseOverTree(nodeDatum); + setSeeDescription(true); + }} + onMouseOut={() => { + handleMouseOutTree(nodeDatum); + setSeeDescription(false); + }} + /> + handleNodeClick(nodeDatum)} + onMouseOver={() => { + handleMouseOverTree(nodeDatum); + setSeeDescription(true); + }} + onMouseOut={() => { + handleMouseOutTree(nodeDatum); + setSeeDescription(false); + }} + > + {nodeDatum.name} + + + {seeDescription && ( + +
+ + {nodeDatum.description} + +
+
+ )} +
+ ); +}; + +/** + * Renders the search tree component. + * + * @param {*} actionSpace Receives the number of nodes to show on an active node. + * @param {Object} treeData Takes a hierarchical object data structure representeing the data of the tree. + * @param {String} layer Receives the depth of the active node. + * @param {Number} focusedNode a number representing the depth/level to position the tree when user clicks on a data point. + * @param {Function} handleNodeClick Function that manages the logic of clicking on a node. + * @returns + */ +const SearchTree = ({ + actionSpace, + treeData, + layer, + focusedNode, + handleNodeClick, + handleMouseOverTree, + handleMouseOutTree, +}) => { + const { darkTheme } = useContext(ThemeContext); + const treeWindow = useRef(); + const treeBox = useRef(); + + const [nodeSize, setNodeSize] = useState({ x: 300, y: 20 }); + const [position, setPosition] = useState({ + x: 10, + y: treeWindow.current?.clientHeight / 2.1 || 10, + }); + const [deltas_y, setDeltas_y] = useState([]); + + useEffect(() => { + const timer = setTimeout(() => { + setDeltas_y( + getYDeltas( + treeBox.current?._reactInternals.child.lastEffect.stateNode.props + .hierarchyPointNode + ).reverse() + ); + }, 500); + return () => clearTimeout(timer); + }, [treeData]); + + useEffect(() => { + setNodeSize({ x: actionSpace > 100 ? 500 : 300, y: 20 }); + setPosition({ + x: focusedNode === 0 ? 10 : (focusedNode - 1) * -300, + y: + focusedNode === 0 + ? 300 + : treeWindow.current?.clientHeight / 2 - + parseFloat(deltas_y[focusedNode]), + }); + return () => {}; + }, [actionSpace, focusedNode, deltas_y]); + + return ( + <> +
+ ( + + )} + /> +
+ + ); +}; + +export default SearchTree; diff --git a/www/frontends/compiler_gym/src/components/StateVisualizations/AutophaseHistoricalChart.js b/www/frontends/compiler_gym/src/components/StateVisualizations/AutophaseHistoricalChart.js new file mode 100644 index 000000000..5933e2484 --- /dev/null +++ b/www/frontends/compiler_gym/src/components/StateVisualizations/AutophaseHistoricalChart.js @@ -0,0 +1,110 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React, { useState, useEffect, Fragment } from "react"; +import classnames from "classnames"; +import { groupBy, getMaxDelta, percIncrease } from "../../utils/Helpers"; +import AutophaseDict from "../../utils/AutophaseDict"; +import SparkLineTable from "./SparkLineTable"; + +const AutophaseHistoricalChart = ({ sessionStates, darkTheme, sortBy }) => { + const [steps, setSteps] = useState([]); + + useEffect(() => { + let lastState = sessionStates?.[sessionStates?.length - 1]; + setSteps( + lastState?.commandline.split(" input.bc -o output.bc")[0].split(" ") + ); + return () => {}; + }, [sessionStates]); + + const sortedList = (array, name) => { + switch (name) { + case "result": + return array.sort((a, b) => (a["maxValue"] > b["maxValue"] ? -1 : 1)); + case "diff": + return array.sort((a, b) => (a["maxDelta"] > b["maxDelta"] ? -1 : 1)); + default: + return array; + } + }; + + const generateHistoricalData = () => { + let groupedItems = []; + const historicalObservations = sessionStates.map((i) => i.autophase); + const keys = Object.keys(historicalObservations[0]); + keys.forEach((name) => { + let observation = groupBy(historicalObservations, name); + groupedItems.push(observation); + }); + const output = groupedItems + .map((i) => + Object.entries(i).map(([category, result]) => ({ + category, + result, + percentageChange: result.map((v, i) => + i === 0 ? 0 : percIncrease(result[i - 1], v) + ), + maxValue: Math.max(...result), + maxDelta: getMaxDelta( + result.map((v, i) => (i === 0 ? 0 : percIncrease(result[i - 1], v))) + ), + })) + ) + .flat(); + return output; + }; + + const tableData = sortedList(generateHistoricalData(), sortBy); + + const rows = tableData.map((i, index) => { + let description = AutophaseDict.find((o) => o.Name === i.category).Description ?? ""; + let sparklineData = `${i.result.join(", ")}; ${steps.join(", ")}`; + let sparklineDeltaData = `${i.percentageChange.join(", ")}; ${steps.join( + ", " + )}`; + return ( + + + + {i.category}{" "} + {description} + + {i.maxValue} + + {i.maxDelta} % + + + + ); + }); + + return ( +
+

Historical Values

+ + + + Autophase + Max Value + Trend + Max Change + Percentage Change + + + {rows} + +
+ ); +}; + +export default AutophaseHistoricalChart; diff --git a/www/frontends/compiler_gym/src/components/StateVisualizations/AutophaseStateContainer.js b/www/frontends/compiler_gym/src/components/StateVisualizations/AutophaseStateContainer.js new file mode 100644 index 000000000..908c77e92 --- /dev/null +++ b/www/frontends/compiler_gym/src/components/StateVisualizations/AutophaseStateContainer.js @@ -0,0 +1,242 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React, { useState } from "react"; +import classnames from "classnames"; +import { Dropdown, Row, Col } from "react-bootstrap"; +import Highcharts from "highcharts"; +import HighchartsReact from "highcharts-react-official"; +import HC_exporting from "highcharts/modules/exporting"; +import HC_exportData from "highcharts/modules/export-data"; +import AutophaseHistoricalChart from "./AutophaseHistoricalChart"; + +HC_exporting(Highcharts); +HC_exportData(Highcharts); + +const AutophaseStateContainer = ({ + sessionStates, + autophase, + prev_authophase, + darkTheme, +}) => { + const [sortBy, setSortBy] = useState("result"); + const [toggle, setToggle] = useState(true); + + const newData = Object.entries(autophase).map(([category, result]) => ({ + category, + result, + })); + + const prevChartData = Object.entries(prev_authophase).map( + ([category, prevResult]) => ({ + category, + prevResult, + }) + ); + + /** + * Function to merge new observation data with previous observation data. + * + * @param {Array} a1 Takes current/new observation array. + * @param {Array} a2 Takes previous observation state. + * @returns an array containg both observation states + */ + const mergeByKey = (a1, a2) => + a1.map((i) => ({ + ...a2.find((o) => o.category === i.category && o), + ...i, + })); + + const chartData = mergeByKey(newData, prevChartData) + .map((i) => { + return { + category: i.category, + result: i.result, + diff: (i.result - i.prevResult) / i.result || 0, + }; + }) + .sort((a, b) => (a[sortBy] > b[sortBy] ? -1 : 1)); + + const options = { + colors: ["#7cb5ec", "#DDDF00"], + chart: { + type: "bar", + height: 180 + "%", + }, + title: { + text: "AutoPhase", + style: { + color: darkTheme && "white", + }, + }, + xAxis: { + categories: chartData.map((i) => i.category), + labels: { + style: { + color: darkTheme && "white", + }, + }, + }, + yAxis: [ + { + // Primary yAxis + title: { + text: "Counts", + style: { + color: darkTheme && "white", + }, + }, + labels: { + style: { + color: darkTheme && "white", + }, + }, + }, + { + // Secondary yAxis + title: { + text: "Delta", + style: { + color: darkTheme && "white", + }, + }, + labels: { + format: "{value}°%", + }, + opposite: true, + }, + ], + tooltip: { + shared: true, + }, + legend: { + enabled: false, + }, + plotOptions: { + series: { + pointPadding: 0.4, + borderWidth: 0, + dataLabels: { + format: "{point.y}", + color: darkTheme && "white", + }, + }, + }, + credits: { + enabled: false, + }, + + series: [ + { + name: "Autophase", + type: "bar", + data: chartData.map((i) => i.result), + dataLabels: { + enabled: true, + }, + }, + { + name: "Delta", + type: "bar", + data: chartData.map((i) => Math.round(i.diff * 100 * 100) / 100), + tooltip: { + valueSuffix: "%", + }, + yAxis: 1, + }, + ], + exporting: { + buttons: { + contextButton: { + menuItems: ["viewFullscreen", "printChart"], + }, + }, + }, + }; + + return ( +
+ + +
+
+ The Autophase observation space is a 56-dimension integer feature + vector summarizing the static LLVM-IR representation. +
+ + Docs + +
+
+ + +
+
+ + + setSortBy(e)}> + + Sort + + + + + Value + + + Delta + + + Alphabetical + + + + + +
+ setToggle(!toggle)} + /> +
+ +
+
+ {toggle ? ( + + ) : ( + + )} +
+ ); +}; + +export default AutophaseStateContainer; diff --git a/www/frontends/compiler_gym/src/components/StateVisualizations/InstCountsHistoricalChart.js b/www/frontends/compiler_gym/src/components/StateVisualizations/InstCountsHistoricalChart.js new file mode 100644 index 000000000..04a1b356f --- /dev/null +++ b/www/frontends/compiler_gym/src/components/StateVisualizations/InstCountsHistoricalChart.js @@ -0,0 +1,110 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React, { useState, useEffect, Fragment } from "react"; +import classnames from "classnames"; +import { groupBy, getMaxDelta, percIncrease } from "../../utils/Helpers"; +import InstCountDict from "../../utils/InstCountDict"; +import SparkLineTable from "./SparkLineTable"; + +const InstCountsHistoricalChart = ({ sessionStates, darkTheme, sortBy }) => { + const [steps, setSteps] = useState([]); + + useEffect(() => { + let lastState = sessionStates?.[sessionStates?.length - 1]; + setSteps( + lastState?.commandline.split(" input.bc -o output.bc")[0].split(" ") + ); + return () => {}; + }, [sessionStates]); + + const sortedList = (array, name) => { + switch (name) { + case "result": + return array.sort((a, b) => (a["maxValue"] > b["maxValue"] ? -1 : 1)); + case "diff": + return array.sort((a, b) => (a["maxDelta"] > b["maxDelta"] ? -1 : 1)); + default: + return array; + } + }; + + const generateHistoricalData = () => { + let groupedItems = []; + const historicalObservations = sessionStates.map((i) => i.instcount); + const keys = Object.keys(historicalObservations[0]); + keys.forEach((name) => { + let observation = groupBy(historicalObservations, name); + groupedItems.push(observation); + }); + const output = groupedItems + .map((i) => + Object.entries(i).map(([category, result]) => ({ + category, + result, + percentageChange: result.map((v, i) => + i === 0 ? 0 : percIncrease(result[i - 1], v) + ), + maxValue: Math.max(...result), + maxDelta: getMaxDelta( + result.map((v, i) => (i === 0 ? 0 : percIncrease(result[i - 1], v))) + ), + })) + ) + .flat(); + return output; + }; + + const tableData = sortedList(generateHistoricalData(), sortBy); + + const rows = tableData.map((i, index) => { + let description = InstCountDict.find((o) => `${o.Name}Count` === i.category)?.Description ?? ""; + let sparklineData = `${i.result.join(", ")}; ${steps.join(", ")}`; + let sparklineDeltaData = `${i.percentageChange.join(", ")}; ${steps.join( + ", " + )}`; + return ( + + + + {i.category}{" "} + {description} + + {i.maxValue} + + {i.maxDelta} % + + + + ); + }); + + return ( +
+

Historical Values

+ + + + InstCounts + Max Value + Trend + Max Change + Percentage Change + + + {rows} + +
+ ); +}; + +export default InstCountsHistoricalChart; diff --git a/www/frontends/compiler_gym/src/components/StateVisualizations/InstcountsStateContainer.js b/www/frontends/compiler_gym/src/components/StateVisualizations/InstcountsStateContainer.js new file mode 100644 index 000000000..0c272b9d5 --- /dev/null +++ b/www/frontends/compiler_gym/src/components/StateVisualizations/InstcountsStateContainer.js @@ -0,0 +1,242 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React, { useState } from "react"; +import classnames from "classnames"; +import { Dropdown, Row, Col } from "react-bootstrap"; +import Highcharts from "highcharts"; +import HighchartsReact from "highcharts-react-official"; +import InstCountsHistoricalChart from "./InstCountsHistoricalChart"; + +const InstcountsStateContainer = ({ + sessionStates, + instcount, + prev_instcount, + darkTheme, +}) => { + const [sortBy, setSortBy] = useState("result"); + const [toggle, setToggle] = useState(true); + + const newData = Object.entries(instcount).map(([category, result]) => ({ + category, + result, + })); + + const prevChartData = Object.entries(prev_instcount).map( + ([category, prevResult]) => ({ + category, + prevResult, + }) + ); + + /** + * Function to merge new observation data with previous observation data. + * + * @param {Array} a1 Takes current/new observation array. + * @param {Array} a2 Takes previous observation state. + * @returns an array containg both observation states + */ + const mergeByKey = (a1, a2) => + a1.map((i) => ({ + ...a2.find((o) => o.category === i.category && o), + ...i, + })); + + const chartData = mergeByKey(newData, prevChartData) + .map((i) => { + return { + category: i.category, + result: i.result, + diff: (i.result - i.prevResult) / i.result || 0, + }; + }) + .sort((a, b) => (a[sortBy] > b[sortBy] ? -1 : 1)); + + const options = { + colors: ["#64E572", "#DDDF00"], + chart: { + height: 175 + "%", //3:2 ratio + }, + title: { + text: "InstCounts", + style: { + color: darkTheme && "white", + }, + }, + xAxis: { + categories: chartData.map((i) => i.category), + labels: { + style: { + color: darkTheme && "white", + }, + }, + }, + yAxis: [ + { + // Primary yAxis + title: { + text: "Counts", + style: { + color: darkTheme && "white", + }, + }, + labels: { + style: { + color: darkTheme && "white", + }, + }, + }, + { + // Secondary yAxis + title: { + text: "Delta", + style: { + color: darkTheme && "white", + }, + }, + labels: { + format: "{value}°%", + }, + opposite: true, + }, + ], + tooltip: { + shared: true, + }, + legend: { + enabled: false, + }, + plotOptions: { + series: { + pointPadding: 0.4, + borderWidth: 0, + dataLabels: { + format: "{point.y}", + borderWidth: 0, + color: darkTheme && "white", + style: { + fontFamily: "menlo", + }, + }, + }, + }, + credits: { + enabled: false, + }, + series: [ + { + name: "InstCounts", + type: "bar", + data: chartData.map((i) => i.result), + dataLabels: { + enabled: true, + }, + }, + { + name: "Delta", + type: "bar", + data: chartData.map((i) => Math.round(i.diff * 100 * 100) / 100), + tooltip: { + valueSuffix: "%", + }, + yAxis: 1, + }, + ], + exporting: { + buttons: { + contextButton: { + menuItems: ["viewFullscreen", "printChart"], + }, + }, + }, + }; + + return ( +
+ + +
+
+ The InstCount observation space is a 70-dimension integer feature + vector in the range [0,∞]. It contains the total + number of instructions, the total number of basic blocks, and the + total number of functions. The remaining features are the number + of instructions of each of the 67 different types in the program. +
+ + Docs + +
+
+ + +
+
+ + + setSortBy(e)}> + + Sort + + + + + Values + + + Delta + + + Alphabetical + + + + + +
+ setToggle(!toggle)} + /> +
+ +
+
+ {toggle ? ( + + ) : ( + + )} +
+ ); +}; + +export default InstcountsStateContainer; diff --git a/www/frontends/compiler_gym/src/components/StateVisualizations/IrStateContainer.js b/www/frontends/compiler_gym/src/components/StateVisualizations/IrStateContainer.js new file mode 100644 index 000000000..bbb4c9d4b --- /dev/null +++ b/www/frontends/compiler_gym/src/components/StateVisualizations/IrStateContainer.js @@ -0,0 +1,38 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React from "react"; +import classnames from "classnames"; +import PropTypes from "prop-types"; +import Highlight from "react-highlight"; + +const IrStateContainer = ({ irState, darkTheme }) => { + return ( + <> +
+ {irState} +
+ + ); +}; + +IrStateContainer.defaultProps = { + irState: "", + darkTheme: false, +}; + +IrStateContainer.propTypes = { + irState: PropTypes.string, + darkTheme: PropTypes.bool, +}; + +export default IrStateContainer; diff --git a/www/frontends/compiler_gym/src/components/StateVisualizations/SparkLineTable.js b/www/frontends/compiler_gym/src/components/StateVisualizations/SparkLineTable.js new file mode 100644 index 000000000..9f495d64e --- /dev/null +++ b/www/frontends/compiler_gym/src/components/StateVisualizations/SparkLineTable.js @@ -0,0 +1,194 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React, { useEffect, useRef } from "react"; +import Highcharts from "highcharts"; + +const defaultOptions = { + chart: { + backgroundColor: null, + borderWidth: 0, + type: "area", + margin: [2, 0, 2, 0], + width: 160, + height: 20, + style: { + overflow: "visible", + }, + // small optimization, saves 1-2 ms each sparkline + skipClone: true, + }, + title: { + text: "", + }, + credits: { + enabled: false, + }, + xAxis: { + labels: { + enabled: false, + }, + title: { + text: null, + }, + startOnTick: false, + endOnTick: false, + tickPositions: [], + }, + yAxis: { + endOnTick: false, + startOnTick: false, + labels: { + enabled: false, + }, + title: { + text: null, + }, + tickPositions: [0], + }, + legend: { + enabled: false, + }, + tooltip: { + backgroundColor: "white", + borderWidth: 1, + useHTML: true, + hideDelay: 0, + padding: 6, + borderColor: "silver", + borderRadius: 3, + outside: true, + }, + plotOptions: { + series: { + animation: false, + lineWidth: 1, + shadow: false, + states: { + hover: { + lineWidth: 1, + }, + }, + marker: { + radius: 1, + states: { + hover: { + radius: 2, + }, + }, + }, + fillOpacity: 0.25, + }, + column: { + negativeColor: "#910000", + borderColor: "silver", + }, + }, + + series: [ + { + data: [1, 2, 3], + }, + ], + exporting: { + buttons: { + contextButton: { + enabled: false, + menuItems: ["viewFullscreen", "printChart", "downloadCSV"], + }, + }, + }, +}; + +const SparkLine = (props) => { + const container = useRef(); + + useEffect(() => { + const options = Highcharts.merge(defaultOptions, props.options); + let chart = Highcharts.chart(container.current, options); + return () => { + chart.destroy(); + }; + }, [props.options]); + + return ; +}; + +class SparkLineTable extends React.Component { + toSparkLine(children, params) { + let header; + + return React.Children.map(children, (child) => { + if (!React.isValidElement(child)) return child; + + if (child.type === "th") header = child.props.children; + + if (child.props["data-sparkline"]) { + return this.sparkLine(child, header); + } + + if (child.props.children) { + child = React.cloneElement(child, { + children: this.toSparkLine(child.props.children), + }); + } + + return child; + }); + } + + sparkLine(element, header) { + const dataAttr = element.props["data-sparkline"].split("; "); + const data = dataAttr[0].split(", ").map(Number); + + const options = { + chart: { + type: "area", + }, + xAxis: { + categories: dataAttr[1] && dataAttr[1].split(", "), + }, + plotOptions: { + series: { + color:'#2593B8' + } + }, + series: [ + { + data: data, + pointStart: 0, + } + ], + + tooltip: { + useHTML: true, + headerFormat: `{point.x}
`, + pointFormat: `Value: {point.y}` + }, + }; + + return ; + } + + render() { + const style = { + margin: "0 auto", + borderCollapse: "collapse", + }; + + return ( + + {this.toSparkLine(this.props.children)} +
+ ); + } +} + +export default SparkLineTable; diff --git a/www/frontends/compiler_gym/src/components/StateVisualizations/index.js b/www/frontends/compiler_gym/src/components/StateVisualizations/index.js new file mode 100644 index 000000000..c8b2134a9 --- /dev/null +++ b/www/frontends/compiler_gym/src/components/StateVisualizations/index.js @@ -0,0 +1,11 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import InstcountsStateContainer from "./InstcountsStateContainer"; +import IrStateContainer from "./IrStateContainer"; +import AutophaseStateContainer from "./AutophaseStateContainer"; + +export { AutophaseStateContainer, InstcountsStateContainer, IrStateContainer }; diff --git a/www/frontends/compiler_gym/src/context/ApiContext.js b/www/frontends/compiler_gym/src/context/ApiContext.js new file mode 100644 index 000000000..766337fbe --- /dev/null +++ b/www/frontends/compiler_gym/src/context/ApiContext.js @@ -0,0 +1,16 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React from "react"; + +const ApiContext = React.createContext({ + compilerGym: {}, + session: {session_id: null, states: []}, + setSession: () => {}, + submitStep: () => {} +}); + +export default ApiContext; diff --git a/www/frontends/compiler_gym/src/context/ThemeContext.js b/www/frontends/compiler_gym/src/context/ThemeContext.js new file mode 100644 index 000000000..a23d6095d --- /dev/null +++ b/www/frontends/compiler_gym/src/context/ThemeContext.js @@ -0,0 +1,14 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +import React from "react"; + +const ThemeContext = React.createContext({ + darkTheme: false, + toggleTheme: () => {} +}); + +export default ThemeContext; diff --git a/www/frontends/compiler_gym/src/index.css b/www/frontends/compiler_gym/src/index.css new file mode 100644 index 000000000..04937cb65 --- /dev/null +++ b/www/frontends/compiler_gym/src/index.css @@ -0,0 +1,19 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +body { + margin: 0; + font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', 'Roboto', 'Oxygen', + 'Ubuntu', 'Cantarell', 'Fira Sans', 'Droid Sans', 'Helvetica Neue', + sans-serif; + -webkit-font-smoothing: antialiased; + -moz-osx-font-smoothing: grayscale; +} + +code { + font-family: source-code-pro, Menlo, Monaco, Consolas, 'Courier New', + monospace; +} diff --git a/www/frontends/compiler_gym/src/index.js b/www/frontends/compiler_gym/src/index.js new file mode 100644 index 000000000..c42b728fb --- /dev/null +++ b/www/frontends/compiler_gym/src/index.js @@ -0,0 +1,20 @@ +// Copyright (c) Facebook, Inc. and its affiliates. +// +// This source code is licensed under the MIT license found in the +// LICENSE file in the root directory of this source tree. +import React from 'react'; +import ReactDOM from 'react-dom'; +import App from './App'; +import reportWebVitals from './reportWebVitals'; + +ReactDOM.render( + + + , + document.getElementById('root') +); + +// If you want to start measuring performance in your app, pass a function +// to log results (for example: reportWebVitals(console.log)) +// or send to an analytics endpoint. Learn more: https://bit.ly/CRA-vitals +reportWebVitals(); diff --git a/www/frontends/compiler_gym/src/logo.svg b/www/frontends/compiler_gym/src/logo.svg new file mode 100644 index 000000000..716947603 --- /dev/null +++ b/www/frontends/compiler_gym/src/logo.svg @@ -0,0 +1 @@ + diff --git a/www/frontends/compiler_gym/src/reportWebVitals.js b/www/frontends/compiler_gym/src/reportWebVitals.js new file mode 100644 index 000000000..de9b55034 --- /dev/null +++ b/www/frontends/compiler_gym/src/reportWebVitals.js @@ -0,0 +1,17 @@ +// Copyright (c) Facebook, Inc. and its affiliates. +// +// This source code is licensed under the MIT license found in the +// LICENSE file in the root directory of this source tree. +const reportWebVitals = onPerfEntry => { + if (onPerfEntry && onPerfEntry instanceof Function) { + import('web-vitals').then(({ getCLS, getFID, getFCP, getLCP, getTTFB }) => { + getCLS(onPerfEntry); + getFID(onPerfEntry); + getFCP(onPerfEntry); + getLCP(onPerfEntry); + getTTFB(onPerfEntry); + }); + } +}; + +export default reportWebVitals; diff --git a/www/frontends/compiler_gym/src/setupTests.js b/www/frontends/compiler_gym/src/setupTests.js new file mode 100644 index 000000000..c14577a27 --- /dev/null +++ b/www/frontends/compiler_gym/src/setupTests.js @@ -0,0 +1,10 @@ +// Copyright (c) Facebook, Inc. and its affiliates. +// +// This source code is licensed under the MIT license found in the +// LICENSE file in the root directory of this source tree. +// +// jest-dom adds custom jest matchers for asserting on DOM nodes. +// allows you to do things like: +// expect(element).toHaveTextContent(/react/i) +// learn more: https://github.com/testing-library/jest-dom +import '@testing-library/jest-dom'; diff --git a/www/frontends/compiler_gym/src/utils/ActionsDict.js b/www/frontends/compiler_gym/src/utils/ActionsDict.js new file mode 100644 index 000000000..1a31757c0 --- /dev/null +++ b/www/frontends/compiler_gym/src/utils/ActionsDict.js @@ -0,0 +1,506 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +const actionsDict = [ + { + Action: "-add-discriminators", + Description: "Add DWARF path discriminators", + }, + { + Action: "-adce", + Description: "Aggressive Dead Code Elimination", + }, + { + Action: "-aggressive-instcombine", + Description: "Combine pattern based expressions", + }, + { + Action: "-alignment-from-assumptions", + Description: "Alignment from assumptions", + }, + { + Action: "-always-inline", + Description: "Inliner for always_inline functions", + }, + { + Action: "-argpromotion", + Description: "Promote ‘by reference’ arguments to scalars", + }, + { + Action: "-attributor", + Description: "Deduce and propagate attributes", + }, + { + Action: "-barrier", + Description: "A No-Op Barrier Pass", + }, + { + Action: "-bdce", + Description: "Bit-Tracking Dead Code Elimination", + }, + { + Action: "-break-crit-edges", + Description: "Break critical edges in CFG", + }, + { + Action: "-simplifycfg", + Description: "Simplify the CFG", + }, + { + Action: "-callsite-splitting", + Description: "Call-site splitting", + }, + { + Action: "-called-value-propagation", + Description: "Called Value Propagation", + }, + { + Action: "-canonicalize-aliases", + Description: "Canonicalize aliases", + }, + { + Action: "-consthoist", + Description: "Constant Hoisting", + }, + { + Action: "-constmerge", + Description: "Merge Duplicate Global Constants", + }, + { + Action: "-constprop", + Description: "Simple constant propagation", + }, + { + Action: "-coro-cleanup", + Description: "Lower all coroutine related intrinsics", + }, + { + Action: "-coro-early", + Description: "Lower early coroutine intrinsics", + }, + { + Action: "-coro-elide", + Description: + "Coroutine frame allocation elision and indirect calls replacement", + }, + { + Action: "-coro-split", + Description: + "Split coroutine into a set of functions driving its state machine", + }, + { + Action: "-correlated-propagation", + Description: "Value Propagation", + }, + { + Action: "-cross-dso-cfi", + Description: "Cross-DSO CFI", + }, + { + Action: "-deadargelim", + Description: "Dead Argument Elimination", + }, + { + Action: "-dce", + Description: "Dead Code Elimination", + }, + { + Action: "-die", + Description: "Dead Instruction Elimination", + }, + { + Action: "-dse", + Description: "Dead Store Elimination", + }, + { + Action: "-reg2mem", + Description: "Demote all values to stack slots", + }, + { + Action: "-div-rem-pairs", + Description: "Hoist/decompose integer division and remainder", + }, + { + Action: "-early-cse-memssa", + Description: "Early CSE w/ MemorySSA", + }, + { + Action: "-elim-avail-extern", + Description: "Eliminate Available Externally Globals", + }, + { + Action: "-ee-instrument", + Description: + "Instrument function entry/exit with calls to e.g. mcount()(pre inlining)", + }, + { + Action: "-flattencfg", + Description: "Flatten the CFG", + }, + { + Action: "-float2int", + Description: "Float to int", + }, + { + Action: "-forceattrs", + Description: "Force set function attributes", + }, + { + Action: "-inline", + Description: "Function Integration/Inlining", + }, + { + Action: "-insert-gcov-profiling", + Description: "Insert instrumentation for GCOV profiling", + }, + { + Action: "-gvn-hoist", + Description: "Early GVN Hoisting of Expressions", + }, + { + Action: "-gvn", + Description: "Global Value Numbering", + }, + { + Action: "-globaldce", + Description: "Dead Global Elimination", + }, + { + Action: "-globalopt", + Description: "Global Variable Optimizer", + }, + { + Action: "-globalsplit", + Description: "Global splitter", + }, + { + Action: "-guard-widening", + Description: "Widen guards", + }, + { + Action: "-hotcoldsplit", + Description: "Hot Cold Splitting", + }, + { + Action: "-ipconstprop", + Description: "Interprocedural constant propagation", + }, + { + Action: "-ipsccp", + Description: "Interprocedural Sparse Conditional Constant Propagation", + }, + { + Action: "-indvars", + Description: "Induction Variable Simplification", + }, + { + Action: "-irce", + Description: "Inductive range check elimination", + }, + { + Action: "-infer-address-spaces", + Description: "Infer address spaces", + }, + { + Action: "-inferattrs", + Description: "Infer set function attributes", + }, + { + Action: "-inject-tli-mappings", + Description: "Inject TLI Mappings", + }, + { + Action: "-instsimplify", + Description: "Remove redundant instructions", + }, + { + Action: "-instcombine", + Description: "Combine redundant instructions", + }, + { + Action: "-instnamer", + Description: "Assign names to anonymous instructions", + }, + { + Action: "-jump-threading", + Description: "Jump Threading", + }, + { + Action: "-lcssa", + Description: "Loop-Closed SSA Form Pass", + }, + { + Action: "-licm", + Description: "Loop Invariant Code Motion", + }, + { + Action: "-libcalls-shrinkwrap", + Description: "Conditionally eliminate dead library calls", + }, + { + Action: "-load-store-vectorizer", + Description: "Vectorize load and Store instructions", + }, + { + Action: "-loop-data-prefetch", + Description: "Loop Data Prefetch", + }, + { + Action: "-loop-deletion", + Description: "Delete dead loops", + }, + { + Action: "-loop-distribute", + Description: "Loop Distribution", + }, + { + Action: "-loop-fusion", + Description: "Loop Fusion", + }, + { + Action: "-loop-guard-widening", + Description: "Widen guards (within a single loop, as a loop pass)", + }, + { + Action: "-loop-idiom", + Description: "Recognize loop idioms", + }, + { + Action: "-loop-instsimplify", + Description: "Simplify instructions in loops", + }, + { + Action: "-loop-interchange", + Description: "Interchanges loops for cache reuse", + }, + { + Action: "-loop-load-elim", + Description: "Loop Load Elimination", + }, + { + Action: "-loop-predication", + Description: "Loop predication", + }, + { + Action: "-loop-reroll", + Description: "Reroll loops", + }, + { + Action: "-loop-rotate", + Description: "Rotate Loops", + }, + { + Action: "-loop-simplifycfg", + Description: "Simplify loop CFG", + }, + { + Action: "-loop-simplify", + Description: "Canonicalize natural loops", + }, + { + Action: "-loop-sink", + Description: "Loop Sink", + }, + { + Action: "-loop-reduce", + Description: "Loop Strength Reduction", + }, + { + Action: "-loop-unroll-and-jam", + Description: "Unroll and Jam loops", + }, + { + Action: "-loop-unroll", + Description: "Unroll loops", + }, + { + Action: "-loop-unswitch", + Description: "Unswitch loops", + }, + { + Action: "-loop-vectorize", + Description: "Loop Vectorization", + }, + { + Action: "-loop-versioning-licm", + Description: "Loop Versioning For LICM", + }, + { + Action: "-loop-versioning", + Description: "Loop Versioning", + }, + { + Action: "-loweratomic", + Description: "Lower atomic intrinsics to non-atomic form", + }, + { + Action: "-lower-constant-intrinsics", + Description: "Lower constant intrinsics", + }, + { + Action: "-lower-expect", + Description: "Lower ‘expect’ Intrinsics", + }, + { + Action: "-lower-guard-intrinsic", + Description: "Lower the guard intrinsic to normal control flow", + }, + { + Action: "-lowerinvoke", + Description: "Lower invoke and unwind, for unwindless code generators", + }, + { + Action: "-lower-matrix-intrinsics", + Description: "Lower the matrix intrinsics", + }, + { + Action: "-lowerswitch", + Description: "Lower SwitchInst’s to branches", + }, + { + Action: "-lower-widenable-condition", + Description: "Lower the widenable condition to default true value", + }, + { + Action: "-memcpyopt", + Description: "MemCpy Optimization", + }, + { + Action: "-mergefunc", + Description: "Merge Functions", + }, + { + Action: "-mergeicmps", + Description: "Merge contiguous icmps into a memcmp", + }, + { + Action: "-mldst-motion", + Description: "MergedLoadStoreMotion", + }, + { + Action: "-sancov", + Description: "Pass for instrumenting coverage on functions", + }, + { + Action: "-name-anon-globals", + Description: "Provide a name to nameless globals", + }, + { + Action: "-nary-reassociate", + Description: "Nary reassociation", + }, + { + Action: "-newgvn", + Description: "Global Value Numbering", + }, + { + Action: "-pgo-memop-opt", + Description: "Optimize memory intrinsic using its size value profile", + }, + { + Action: "-partial-inliner", + Description: "Partial Inliner", + }, + { + Action: "-partially-inline-libcalls", + Description: "Partially inline calls to library functions", + }, + { + Action: "-post-inline-ee-instrument", + Description: + "Instrument function entry/exit with calls to e.g. mcount()” “(post inlining)", + }, + { + Action: "-functionattrs", + Description: "Deduce function attributes", + }, + { + Action: "-mem2reg", + Description: "Promote Memory to ” “Register", + }, + { + Action: "-prune-eh", + Description: "Remove unused exception handling info", + }, + { + Action: "-reassociate", + Description: "Reassociate expressions", + }, + { + Action: "-redundant-dbg-inst-elim", + Description: "Redundant Dbg Instruction Elimination", + }, + { + Action: "-rpo-functionattrs", + Description: "Deduce function attributes in RPO", + }, + { + Action: "-rewrite-statepoints-for-gc", + Description: "Make relocations explicit at statepoints", + }, + { + Action: "-sccp", + Description: "Sparse Conditional Constant Propagation", + }, + { + Action: "-slp-vectorizer", + Description: "SLP Vectorizer", + }, + { + Action: "-sroa", + Description: "Scalar Replacement Of Aggregates", + }, + { + Action: "-scalarizer", + Description: "Scalarize vector operations", + }, + { + Action: "-separate-const-offset-from-gep", + Description: + "Split GEPs to a variadic base and a constant offset for better CSE", + }, + { + Action: "-simple-loop-unswitch", + Description: "Simple unswitch loops", + }, + { + Action: "-sink", + Description: "Code sinking", + }, + { + Action: "-speculative-execution", + Description: "Speculatively execute instructions", + }, + { + Action: "-slsr", + Description: "Straight line strength reduction", + }, + { + Action: "-strip-dead-prototypes", + Description: "Strip Unused Function Prototypes", + }, + { + Action: "-strip-debug-declare", + Description: "Strip all llvm.dbg.declare intrinsics", + }, + { + Action: "-strip-nondebug", + Description: "Strip all symbols, except dbg symbols, from a module", + }, + { + Action: "-strip", + Description: "Strip all symbols from a module", + }, + { + Action: "-tailcallelim", + Description: "Tail Call Elimination", + }, + { + Action: "-mergereturn", + Description: "Unify function exit nodes", + }, +]; +export default actionsDict; diff --git a/www/frontends/compiler_gym/src/utils/AutophaseDict.js b/www/frontends/compiler_gym/src/utils/AutophaseDict.js new file mode 100644 index 000000000..f16112e4a --- /dev/null +++ b/www/frontends/compiler_gym/src/utils/AutophaseDict.js @@ -0,0 +1,290 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +const autophaseDict = [ + { + Index: 0, + Name: "BBNumArgsHi", + Description: "Number of BB where total args for phi nodes is gt 5", + }, + { + Index: 1, + Name: "BBNumArgsLo", + Description: "Number of BB where total args for phi nodes is [1, 5]", + }, + { + Index: 2, + Name: "onePred", + Description: "Number of basic blocks with 1 predecessor", + }, + { + Index: 3, + Name: "onePredOneSuc", + Description: "Number of basic blocks with 1 predecessor and 1 successor", + }, + { + Index: 4, + Name: "onePredTwoSuc", + Description: "Number of basic blocks with 1 predecessor and 2 successors", + }, + { + Index: 5, + Name: "oneSuccessor", + Description: "Number of basic blocks with 1 successor", + }, + { + Index: 6, + Name: "twoPred", + Description: "Number of basic blocks with 2 predecessors", + }, + { + Index: 7, + Name: "twoPredOneSuc", + Description: "Number of basic blocks with 2 predecessors and 1 successor", + }, + { + Index: 8, + Name: "twoEach", + Description: "Number of basic blocks with 2 predecessors and successors", + }, + { + Index: 9, + Name: "twoSuccessor", + Description: "Number of basic blocks with 2 successors", + }, + { + Index: 10, + Name: "morePreds", + Description: "Number of basic blocks with gt. 2 predecessors", + }, + { + Index: 11, + Name: "BB03Phi", + Description: "Number of basic blocks with Phi node count in range (0, 3]", + }, + { + Index: 12, + Name: "BBHiPhi", + Description: "Number of basic blocks with more than 3 Phi nodes", + }, + { + Index: 13, + Name: "BBNoPhi", + Description: "Number of basic blocks with no Phi nodes", + }, + { + Index: 14, + Name: "BeginPhi", + Description: "Number of Phi-nodes at beginning of BB", + }, + { + Index: 15, + Name: "BranchCount", + Description: "Number of branches", + }, + { + Index: 16, + Name: "returnInt", + Description: "Number of calls that return an int", + }, + { + Index: 17, + Name: "CriticalCount", + Description: "Number of critical edges", + }, + { + Index: 18, + Name: "NumEdges", + Description: "Number of edges", + }, + { + Index: 19, + Name: "const32Bit", + Description: "Number of occurrences of 32-bit integer constants", + }, + { + Index: 20, + Name: "const64Bit", + Description: "Number of occurrences of 64-bit integer constants", + }, + { + Index: 21, + Name: "numConstZeroes", + Description: "Number of occurrences of constant 0", + }, + { + Index: 22, + Name: "numConstOnes", + Description: "Number of occurrences of constant 1", + }, + { + Index: 23, + Name: "UncondBranches", + Description: "Number of unconditional branches", + }, + { + Index: 24, + Name: "binaryConstArg", + Description: "Binary operations with a constant operand", + }, + { + Index: 25, + Name: "NumAShrInst", + Description: "Number of AShr instructions", + }, + { + Index: 26, + Name: "NumAddInst", + Description: "Number of Add instructions", + }, + { + Index: 27, + Name: "NumAllocaInst", + Description: "Number of Alloca instructions", + }, + { + Index: 28, + Name: "NumAndInst", + Description: "Number of And instructions", + }, + { + Index: 29, + Name: "BlockMid", + Description: "Number of basic blocks with instructions between [15, 500]", + }, + { + Index: 30, + Name: "BlockLow", + Description: "Number of basic blocks with less than 15 instructions", + }, + { + Index: 31, + Name: "NumBitCastInst", + Description: "Number of BitCast instructions", + }, + { + Index: 32, + Name: "NumBrInst", + Description: "Number of Br instructions", + }, + { + Index: 33, + Name: "NumCallInst", + Description: "Number of Call instructions", + }, + { + Index: 34, + Name: "NumGetElementPtrInst", + Description: "Number of GetElementPtr instructions", + }, + { + Index: 35, + Name: "NumICmpInst", + Description: "Number of ICmp instructions", + }, + { + Index: 36, + Name: "NumLShrInst", + Description: "Number of LShr instructions", + }, + { + Index: 37, + Name: "NumLoadInst", + Description: "Number of Load instructions", + }, + { + Index: 38, + Name: "NumMulInst", + Description: "Number of Mul instructions", + }, + { + Index: 39, + Name: "NumOrInst", + Description: "Number of Or instructions", + }, + { + Index: 40, + Name: "NumPHIInst", + Description: "Number of PHI instructions", + }, + { + Index: 41, + Name: "NumRetInst", + Description: "Number of Ret instructions", + }, + { + Index: 42, + Name: "NumSExtInst", + Description: "Number of SExt instructions", + }, + { + Index: 43, + Name: "NumSelectInst", + Description: "Number of Select instructions", + }, + { + Index: 44, + Name: "NumShlInst", + Description: "Number of Shl instructions", + }, + { + Index: 45, + Name: "NumStoreInst", + Description: "Number of Store instructions", + }, + { + Index: 46, + Name: "NumSubInst", + Description: "Number of Sub instructions", + }, + { + Index: 47, + Name: "NumTruncInst", + Description: "Number of Trunc instructions", + }, + { + Index: 48, + Name: "NumXorInst", + Description: "Number of Xor instructions", + }, + { + Index: 49, + Name: "NumZExtInst", + Description: "Number of ZExt instructions", + }, + { + Index: 50, + Name: "TotalBlocks", + Description: "Number of basic blocks", + }, + { + Index: 51, + Name: "TotalInsts", + Description: "Number of instructions (of all types)", + }, + { + Index: 52, + Name: "TotalMemInst", + Description: "Number of memory instructions", + }, + { + Index: 53, + Name: "TotalFuncs", + Description: "Number of non-external functions", + }, + { + Index: 54, + Name: "ArgsPhi", + Description: "Total arguments to Phi nodes", + }, + { + Index: 55, + Name: "testUnary", + Description: "Number of Unary operations", + }, +]; + +export default autophaseDict; diff --git a/www/frontends/compiler_gym/src/utils/Helpers.js b/www/frontends/compiler_gym/src/utils/Helpers.js new file mode 100644 index 000000000..99227ce1c --- /dev/null +++ b/www/frontends/compiler_gym/src/utils/Helpers.js @@ -0,0 +1,175 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +/** + * An utility function to test for an empty object. + * @param {Object} obj + * @returns {Boolean} + */ +const isEmpty = (obj) => { + return Object.keys(obj).length === 0; +}; + +/** + * Function to filter an array of objects with same name. + * @param {Array} list an array of objects. + * @returns + */ +const getUniqueValues = (list) => { + return [...new Map(list.map((item) => [item.name, item])).values()]; +}; + +/** + * A function to build a hierarchical data structure object based on a flat array session states. + * It builds an nested object. + * + * @param {Array} states represents array of states in current CompilerGym session. + * @param {Array} children a constant children array of objects containing data for each action. + * @returns an object with hierarchical structure to be display in a seacrh tree. + */ +export const makeSessionTreeData = (states, children) => { + if (states.length >= 2) { + const last_observation = states[states.length - 1]; + const ids = getCommandLineArray(last_observation.commandline, children); + const rewards = states.map((a) => a.reward).slice(1, states.length); // All rewards except the initial 0. + + let actionsData = ids + .map((i) => children.find((e) => e.action_id === i)) + .map((i, index) => ({ + ...i, + children: children + .slice(0, 30) + .map((o) => ({ ...o, action_id: `${o.action_id}.${index + 2}` })), + })); // Adds children to parents to display as options in the tree. + + let nestedChildren = actionsData?.reduceRight( + (value, current, i) => ({ + name: current.name, + description: current.description, + action_id: `${current.action_id}.${i + 1}`, + active: true, + reward: rewards[i].toFixed(3), + children: isEmpty({ ...value }) + ? children.slice(0, 30).map((o) => { + return { + name: o.name, + description: o.description, + action_id: `${o.action_id}.${i + 2}`, + children: [], + }; + }) + : getUniqueValues([...current.children, { ...value }]), + }), + {} + ); + + const treeData = { + name: "root", + action_id: "x", + children: getUniqueValues([...children.slice(0, 30), nestedChildren]), + }; + return treeData; + } + return { + name: "root", + action_id: "x", + children: children.slice(0, 30), + }; +}; + +/** + * Takes a string representing a command line and convert it into an array of actionsIds. + * + * @param {String} commandLine the input as command line. + * @param {Array} actionsList an array of objects containing the name and id of each CompilerGym action. + * @returns + */ +export const getCommandLineArray = (commandLine, actionsList) => { + if (commandLine !== undefined) { + const clArray = commandLine.split(" input.bc -o output.bc")[0].split(" "); + let actionNames = clArray.slice(1, clArray.length); // All actions except the 'opt' command string. + let temp = []; + actionNames.forEach((i) => { + actionsList.forEach((o) => { + if (o.name === i) { + temp.push(o.action_id); + } + }); + }); + return temp; + } + return; +}; + +/** + * Group objects by key + * @param {*} objectArray + * @param {*} property + * @returns + */ +export const groupBy = (objectArray, property) => { + return objectArray.reduce((acc, obj) => { + let key = property; + if (!acc[key]) { + acc[key] = []; + } + acc[key].push(obj[property]); + return acc; + }, {}); +}; + +/** + * Returns the positive or negative greatest absoulute value with sign. + * @param {Array} array receives an array of positive and negative numbers. + * @returns + */ +export const getMaxDelta = (array) => { + let max = Math.max(...array); + let min = Math.min(...array); + if (Math.abs(max) > Math.abs(min)) return max; + return min; +}; + +/** + * Calculates the percentage increase between two numbers with edge case scenarios. + * @param {Number} a first number. + * @param {Number} b second number. + * @returns + */ +export const percIncrease = (a, b) => { + let percent; + if (b !== 0) { + if (a !== 0) { + percent = ((b - a) / a) * 100; + } else { + percent = b; + } + } else { + percent = -a * 100; + } + return Math.floor(percent); +}; + +/** + * This recursive function takes a tree object of parents and returns the translate Y position in canvas as a flat array. + * + * @param {*} obj the three object of parents + * @param {*} y_deltas a memoized array with y deltas. + * @returns + */ +export const getYDeltas = (obj, y_deltas = []) => { + obj && + Object.entries(obj).forEach(([key, value]) => { + if (key === "parent" && value) { + y_deltas.push(value.x); + return getYDeltas(value, y_deltas); + } else if (key === "parent" && !value) { + return y_deltas; + } + }); + + return y_deltas; +}; diff --git a/www/frontends/compiler_gym/src/utils/InstCountDict.js b/www/frontends/compiler_gym/src/utils/InstCountDict.js new file mode 100644 index 000000000..f28509ac7 --- /dev/null +++ b/www/frontends/compiler_gym/src/utils/InstCountDict.js @@ -0,0 +1,360 @@ +/* + * Copyright (c) Facebook, Inc. and its affiliates. + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +const instCountDict = [ + { + Index: 0, + Name: "TotalInsts", + Description: "Total instruction count", + }, + { + Index: 1, + Name: "TotalBlocks", + Description: "Basic block count", + }, + { + Index: 2, + Name: "TotalFuncs", + Description: "Function count", + }, + { + Index: 3, + Name: "Ret", + Description: "Ret instruction count", + }, + { + Index: 4, + Name: "Br", + Description: "Br instruction count", + }, + { + Index: 5, + Name: "Switch", + Description: "Switch instruction count", + }, + { + Index: 6, + Name: "IndirectBr", + Description: "IndirectBr instruction count", + }, + { + Index: 7, + Name: "Invoke", + Description: "Invoke instruction count", + }, + { + Index: 8, + Name: "Resume", + Description: "Resume instruction count", + }, + { + Index: 9, + Name: "Unreachable", + Description: "Unreachable instruction count", + }, + { + Index: 10, + Name: "CleanupRet", + Description: "CleanupRet instruction count", + }, + { + Index: 11, + Name: "CatchRet", + Description: "CatchRet instruction count", + }, + { + Index: 12, + Name: "CatchSwitch", + Description: "CatchSwitch instruction count", + }, + { + Index: 13, + Name: "CallBr", + Description: "CallBr instruction count", + }, + { + Index: 14, + Name: "FNeg", + Description: "FNeg instruction count", + }, + { + Index: 15, + Name: "Add", + Description: "Add instruction count", + }, + { + Index: 16, + Name: "FAdd", + Description: "FAdd instruction count", + }, + { + Index: 17, + Name: "Sub", + Description: "Sub instruction count", + }, + { + Index: 18, + Name: "FSub", + Description: "FSub instruction count", + }, + { + Index: 19, + Name: "Mul", + Description: "Mul instruction count", + }, + { + Index: 20, + Name: "FMul", + Description: "FMul instruction count", + }, + { + Index: 21, + Name: "UDiv", + Description: "UDiv instruction count", + }, + { + Index: 22, + Name: "SDiv", + Description: "SDiv instruction count", + }, + { + Index: 23, + Name: "FDiv", + Description: "FDiv instruction count", + }, + { + Index: 24, + Name: "URem", + Description: "URem instruction count", + }, + { + Index: 25, + Name: "SRem", + Description: "SRem instruction count", + }, + { + Index: 26, + Name: "FRem", + Description: "FRem instruction count", + }, + { + Index: 27, + Name: "Shl", + Description: "Shl instruction count", + }, + { + Index: 28, + Name: "LShr", + Description: "LShr instruction count", + }, + { + Index: 29, + Name: "AShr", + Description: "AShr instruction count", + }, + { + Index: 30, + Name: "And", + Description: "And instruction count", + }, + { + Index: 31, + Name: "Or", + Description: "Or instruction count", + }, + { + Index: 32, + Name: "Xor", + Description: "Xor instruction count", + }, + { + Index: 33, + Name: "Alloca", + Description: "Alloca instruction count", + }, + { + Index: 34, + Name: "Load", + Description: "Load instruction count", + }, + { + Index: 35, + Name: "Store", + Description: "Store instruction count", + }, + { + Index: 36, + Name: "GetElementPtr", + Description: "GetElementPtr instruction count", + }, + { + Index: 37, + Name: "Fence", + Description: "Fence instruction count", + }, + { + Index: 38, + Name: "AtomicCmpXchg", + Description: "AtomicCmpXchg instruction count", + }, + { + Index: 39, + Name: "AtomicRMW", + Description: "AtomicRMW instruction count", + }, + { + Index: 40, + Name: "Trunc", + Description: "Trunc instruction count", + }, + { + Index: 41, + Name: "ZExt", + Description: "ZExt instruction count", + }, + { + Index: 42, + Name: "SExt", + Description: "SExt instruction count", + }, + { + Index: 43, + Name: "FPToUI", + Description: "FPToUI instruction count", + }, + { + Index: 44, + Name: "FPToSI", + Description: "FPToSI instruction count", + }, + { + Index: 45, + Name: "UIToFP", + Description: "UIToFP instruction count", + }, + { + Index: 46, + Name: "SIToFP", + Description: "SIToFP instruction count", + }, + { + Index: 47, + Name: "FPTrunc", + Description: "FPTrunc instruction count", + }, + { + Index: 48, + Name: "FPExt", + Description: "FPExt instruction count", + }, + { + Index: 49, + Name: "PtrToInt", + Description: "PtrToInt instruction count", + }, + { + Index: 50, + Name: "IntToPtr", + Description: "IntToPtr instruction count", + }, + { + Index: 51, + Name: "BitCast", + Description: "BitCast instruction count", + }, + { + Index: 52, + Name: "AddrSpaceCast", + Description: "AddrSpaceCast instruction count", + }, + { + Index: 53, + Name: "CleanupPad", + Description: "CleanupPad instruction count", + }, + { + Index: 54, + Name: "CatchPad", + Description: "CatchPad instruction count", + }, + { + Index: 55, + Name: "ICmp", + Description: "ICmp instruction count", + }, + { + Index: 56, + Name: "FCmp", + Description: "FCmp instruction count", + }, + { + Index: 57, + Name: "PHI", + Description: "PHI instruction count", + }, + { + Index: 58, + Name: "Call", + Description: "Call instruction count", + }, + { + Index: 59, + Name: "Select", + Description: "Select instruction count", + }, + { + Index: 60, + Name: "UserOp1", + Description: "UserOp1 instruction count", + }, + { + Index: 61, + Name: "UserOp2", + Description: "UserOp2 instruction count", + }, + { + Index: 62, + Name: "VAArg", + Description: "VAArg instruction count", + }, + { + Index: 63, + Name: "ExtractElement", + Description: "ExtractElement instruction count", + }, + { + Index: 64, + Name: "InsertElement", + Description: "InsertElement instruction count", + }, + { + Index: 65, + Name: "ShuffleVector", + Description: "ShuffleVector instruction count", + }, + { + Index: 66, + Name: "ExtractValue", + Description: "ExtractValue instruction count", + }, + { + Index: 67, + Name: "InsertValue", + Description: "InsertValue instruction count", + }, + { + Index: 68, + Name: "LandingPad", + Description: "LandingPad instruction count", + }, + { + Index: 69, + Name: "Freeze", + Description: "Freeze instruction count", + }, +]; + +export default instCountDict; diff --git a/www/requirements.txt b/www/requirements.txt new file mode 100644 index 000000000..9e96b1d79 --- /dev/null +++ b/www/requirements.txt @@ -0,0 +1,3 @@ +compiler_gym==0.1.9 +Flask==2.0.1 +Flask-Cors==3.0.10 diff --git a/www/set_api_ip.sh b/www/set_api_ip.sh new file mode 100644 index 000000000..8e0ce25ee --- /dev/null +++ b/www/set_api_ip.sh @@ -0,0 +1,18 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. +# +# Update the hardocded IP endpoints for the backend API. Defaults to localhost. +# +# Usage: bash ./set_api_ip.sh +set -euo pipefail + +main() { + local ip="$1" + + for file in $(grep 127.0.0.1 --files-with-matches -R frontends/compiler_gym/src frontends/compiler_gym/package.json); do + sed -i 's/127.0.0.1/'"$ip"'/' "$file" + done +} +main $@ diff --git a/www/www.py b/www/www.py new file mode 100644 index 000000000..8109fb33a --- /dev/null +++ b/www/www.py @@ -0,0 +1,395 @@ +# Copyright (c) Facebook, Inc. and its affiliates. +# +# This source code is licensed under the MIT license found in the +# LICENSE file in the root directory of this source tree. +"""A CompilerGym API and web frontend. + +This exposes an API with five operations: + + 1. describe() -> dict (/api/v3/describe) + + Describe the CompilerGym interface. This generates a list of action + names and their numeric values, a list of benchmark datasets and the + benchmarks within them, and a list of reward spaces. + + 2. start(reward, actions, benchmark) -> session_id, state[] + (/api/v3/start///) + + Start a session. This would happen when the user navigates to the page + in their web browser. One tab = one session. Takes a reward space name, + a list of actions, and a benchmark URI as inputs. If no actions are to + be performed, use "-". Returns a numeric session ID (this probably isn't + the right way of doing things but I don't know any better :-) ). Also + returns a list of states, which is the set of things we want to + visualize to represent the current environment state. There is an + initial state, and then one state for each action. + + 3. step(session_id, actions) -> state[] (/api/v3//) + + Run a list of actions and produce a list of states, replacing the old + ones. + + 4. undo(session_id, n) -> state (/api/v3//undo/) + + Undo `n` previous actions, returning the previous state. + + 5. stop(session_id) (/api/v3/stop/) + + End a session. This would be when the user closes the tab / disconnects. + +To run this script, install the python dependencies using: + + pip install flask compiler_gym pydantic + +Then launch it by running, in this directory: + + FLASK_APP=demo_api.py flask run + +Interact with the API through GET requests, such as using curl. A "describe" +endpoint provides details on teh available actions, benchmarks, and rewards.: + + $ curl -s localhost:5000/api/v3/describe | jq + { + "actions": { + "-adce": 1, + ... + "-tailcallelim": 122 + }, + "benchmarks": { + "benchmark://anghabench-v1": [ + "8cc/extr_buffer.c_buf_append", + ... + "8cc/extr_buffer.c_quote_cstring_len" + ], + "benchmark://blas-v0": [ + ... + ], + "benchmark://cbench-v1": [ + "adpcm", + ... + "jpeg-c" + ], + ... + }, + "rewards": [ + "IrInstructionCount", + ... + "ObjectTextSizeOz" + ] + } + +To start a session, specify a reward space and a benchmark. Note that this +requires URL-encoding the benchmark name as it contains slashes. e.g. to start a +new session using reward IrInstructionCountOz and benchmark +"benchmark://cbench-v1/qsort": + + $ curl -s localhost:5000/api/v3/start/IrInstructionCountOz/benchmark%3A%2F%2Fcbench-v1%2Fqsort | jq + { + "session_id": 0, + "states": [ + { + "autophase": { + "ArgsPhi": 10, + ... + "twoSuccessor": 31 + }, + "commandline": "opt input.bc -o output.bc", + "done": false, + "instcount": { + "AShrCount": 0, + "AddCount": 9, + ... + "ZExtCount": 15 + }, + "ir": "; ModuleID = '-'\nsource_filename = \"-\"\ntarget ...", + "reward": 0 + } + ] + } + +That "state" dict contains the things that we would want to visualize in the +GUI. Our session ID is 0, lets take a step in this session using action "10": + + $ curl -s localhost:5000/api/v3/step/0/10 | jq + { + "states": [ + { + "autophase": { + "ArgsPhi": 2, + .., + "twoSuccessor": 29 + }, + "commandline": "opt -simplifycfg input.bc -o output.bc", + "done": false, + "instcount": { + "AShrCount": 0, + ... + "ZExtCount": 15 + }, + "ir": "; ModuleID = '-'\nsource_filename = \"-\"\ntarget ...", + "reward": 0.06501547987616099 + } + ] + } + +Notice that the state dict has changed. Some of the numbers in the "autophase" +and "instcount" feature dictionary have changed, there is a reward value, and +the commandline now includes the flag needed to run action "10" (which turned +out to be the "-simplifycfg" flag). + +We could carry on taking steps, or just end the session: + + $ curl -s localhost:5000/api/v3/stop/0 +""" +import logging +import os +import re +import sys +from itertools import islice +from pathlib import Path +from threading import Lock, Thread +from time import sleep, time +from typing import Dict, List, Tuple + +from flask import Flask, jsonify, send_file +from flask_cors import CORS +from pydantic import BaseModel + +import compiler_gym +from compiler_gym import CompilerEnv +from compiler_gym.util.truncate import truncate + +app = Flask("compiler_gym") +CORS(app) + + +resource_dir: Path = (Path(__file__).parent / "frontends/compiler_gym/build").absolute() + +logger = logging.getLogger(__name__) + + +class StateToVisualize(BaseModel): + """Encapsulates everything we want to visualize in the frontend. This + will change from step to step. + """ + + # This summarizes the sequence of actions that the user has selected so far: + commandline: str + + # If the compiler environment dies, crashes, or encounters some + # unrecoverable error, this "done" flag is set. At this point the user d + # should start a new session. + done: bool + + # Observations that we would like to visualize. This list will grow over + # time to include graphs and 2-D matrices: + ir: str + instcount: Dict[str, int] + autophase: Dict[str, int] + + # The reward signal measures how "good" the previous action was. Over time + # the sequence of actions that produces the highest cumulative reward is the + # best: + reward: float + + +class Session(BaseModel): + states: List[Tuple[CompilerEnv, StateToVisualize]] + last_use: float # As returned by time(). + + def close(self): + for env, _ in self.states: + env.close() + + class Config: + arbitrary_types_allowed = True + + +# A set of sessions that are in use, keyed by a numeric session ID. Each session +# is represented by a list of (environment, state) tuples, whether the +# environment is a CompilerGym environment and the state is a StateToVisualize. +# Initially, a session consists of a single (environment, state) tuple. When an +# action is taken, this generates a new (environment, state) tuple that is +# appended the session list. In this way, undoing an operation is as simple as +# popping the most recent (environment, state) tuple from the list. +sessions: Dict[int, Session] = {} +sessions_lock = Lock() + + +def compute_state(env: CompilerEnv, actions: List[int]) -> StateToVisualize: + """Apply a list of actions and produce a new state to visualize.""" + # This is where we get the compiler environment to do its thing, and compute + # for us all of the features that we would like to visualize. + (ir, instcount, autophase), (reward,), done, _ = env.raw_step( + actions=actions, + observations=[ + env.observation.spaces["Ir"], + env.observation.spaces["InstCountDict"], + env.observation.spaces["AutophaseDict"], + ], + rewards=[env.reward_space], + ) + return StateToVisualize( + commandline=env.commandline(), + done=done, + ir=truncate(ir, max_line_len=250, max_lines=1024), + instcount=instcount, + autophase=autophase, + reward=reward, + ) + + +@app.route("/api/v3/describe") +def describe(): + with compiler_gym.make("llvm-v0") as env: + env.reset() + return jsonify( + { + # A mapping from dataset name to benchmark name. To generate a full + # benchmark URI, join the two values with a '/'. E.g. given a benchmark + # "qsort" in the dataset "benchmark://cbench-v1", the full URI is + # "benchmark://cbench-v1/qsort". + "benchmarks": { + dataset.name: list( + islice( + ( + x[len(dataset.name) + 1 :] + for x in dataset.benchmark_uris() + ), + 10, + ) + ) + for dataset in env.datasets + }, + # A mapping from the name of an action to the numeric value. This + # numeric value is what is passed as argument to the step() function. + "actions": {k: v for v, k in enumerate(env.action_space.flags)}, + # A list of reward space names. You select the reward space to use + # during start(). + "rewards": sorted(list(env.reward.spaces.keys())), + } + ) + + +@app.route("/api/v3/start///") +def start(reward: str, actions: str, benchmark: str): + # FIXME(cummins): Workaround unusual bug where the requested benchmark URI + # uses a :/ separateor instead of ://. + benchmark = re.sub(":/([^/])", r"://\1", benchmark) + env = compiler_gym.make("llvm-v0", benchmark=benchmark) + env.reward_space = reward + env.reset() + state = compute_state(env, []) + with sessions_lock: + session_id = len(sessions) + session = Session(states=[(env, state)], last_use=time()) + sessions[session_id] = session + + # Accept an optional comma-separated list of actions to compute and return. + if actions != "-": + step(session_id, actions) + + return jsonify( + { + "session_id": session_id, + "states": [state.dict() for _, state in session.states], + } + ) + + +@app.route("/api/v3/stop/") +def stop(session_id: int): + session_id = int(session_id) + + session = sessions[session_id] + session.close() + with sessions_lock: + del sessions[session_id] + + return jsonify({"session_id": session_id}) + + +@app.route("/api/v3/step//") +def step(session_id: int, actions: str): + session_id = int(session_id) + + state_dicts = [] + session = sessions[session_id] + for action in [int(a) for a in actions.split(",")]: + new_env = session.states[-1][0].fork() + new_state = compute_state(new_env, [action]) + session.states.append((new_env, new_state)) + state_dicts.append(new_state.dict()) + + session.last_use = time() + return jsonify({"states": state_dicts}) + + +@app.route("/api/v3/undo//") +def undo(session_id: int, n: int): + session_id = int(session_id) + n = int(n) + + session = sessions[session_id] + for _ in range(min(n, len(session.states))): + env, _ = session.states.pop() + env.close() + _, old_state = session.states[-1] + + session.last_use = time() + return jsonify({"state": old_state.dict()}) + + +def idle_session_watchdog(ttl_seconds: int = 1200): + """Background thread to perform periodic garbage collection of sessions + that haven't been used in `ttl_seconds` seconds. + """ + while True: + session_ids_to_remove = [] + for session_id, session in sessions.items(): + if session.last_use + ttl_seconds < time(): + session_ids_to_remove.append(session_id) + with sessions_lock: + for session_id in session_ids_to_remove: + sessions[session_id].close() + del sessions[session_id] + logger.info("Garbage collected %d sessions", len(session_ids_to_remove)) + sleep(ttl_seconds) + + +# Web endpoints. + + +@app.route("/") +def index_resource(): + return send_file(resource_dir / "index.html") + + +@app.route("/") +def root_resource(path: str): + return send_file(resource_dir / path) + + +@app.route("/static/css/") +def css_resource(path: str): + return send_file(resource_dir / "static/css/" / path) + + +@app.route("/static/js/") +def js_resource(path: str): + return send_file(resource_dir / "static/js/" / path) + + +if __name__ == "__main__": + logger.setLevel(logging.DEBUG) + handler = logging.StreamHandler(sys.stderr) + handler.setLevel(logging.DEBUG) + formatter = logging.Formatter( + "%(asctime)s - %(name)s - %(levelname)s - %(message)s" + ) + handler.setFormatter(formatter) + logger.addHandler(handler) + + logger.info("Serving from %s", resource_dir) + Thread(target=idle_session_watchdog).start() + app.run(port=int(os.environ.get("PORT", "5000")), host="0.0.0.0")