Implement Record/Replay

.changes/unreleased/Under the Hood-20240227-145400.yaml

@@ -0,0 +1,6 @@
+kind: Under the Hood
+body: Implement record/replay mechanism
+time: 2024-02-27T14:54:00.94815-05:00
+custom:
+  Author: peterallenwebb
+  Issue: "9689"

dbt_common/clients/system.py

@@ -1,4 +1,5 @@
 import dbt_common.exceptions.base
+import dataclasses
 import errno
 import fnmatch
 import functools
@@ -25,7 +26,9 @@
     SystemReportReturnCode,
 )
 from dbt_common.exceptions import DbtInternalError
+from dbt_common.record import record_function, Recorder, Record
 from dbt_common.utils.connection import connection_exception_retry
+
 from pathspec import PathSpec  # type: ignore
 
 if sys.platform == "win32":
@@ -35,6 +38,49 @@
     c_bool = None
 
 
+@dataclasses.dataclass
+class FindMatchingParams:
+    root_path: str
+    relative_paths_to_search: List[str]
+    file_pattern: str
+    # ignore_spec: Optional[PathSpec] = None
+
+    def __init__(
+        self,
+        root_path: str,
+        relative_paths_to_search: List[str],
+        file_pattern: str,
+        ignore_spec: Optional[Any] = None,
+    ):
+        self.root_path = root_path
+        rps = list(relative_paths_to_search)
+        rps.sort()
+        self.relative_paths_to_search = rps
+        self.file_pattern = file_pattern
+
+    def _include(self) -> bool:
+        # Do not record or replay filesystem searches that were performed against
+        # files which are actually part of dbt's implementation.
+        return (
+            "dbt/include/global_project" not in self.root_path
+            and "/plugins/postgres/dbt/include/" not in self.root_path
+        )
+
+
+@dataclasses.dataclass
+class FindMatchingResult:
+    matches: List[Dict[str, Any]]
+
+
+@Recorder.register_record_type
+class FindMatchingRecord(Record):
+    """Record of calls to the directory search function find_matching()"""
+
+    params_cls = FindMatchingParams
+    result_cls = FindMatchingResult
+
+
+@record_function(FindMatchingRecord)
 def find_matching(
     root_path: str,
     relative_paths_to_search: List[str],
@@ -94,6 +140,34 @@ def find_matching(
     return matching
 
 
+@dataclasses.dataclass
+class LoadFileParams:
+    path: str
+    strip: bool = True
+
+    def _include(self) -> bool:
+        # Do not record or replay file reads that were performed against files
+        # which are actually part of dbt's implementation.
+        return (
+            "dbt/include/global_project" not in self.path
+            and "/plugins/postgres/dbt/include/" not in self.path
+        )
+
+
+@dataclasses.dataclass
+class LoadFileResult:
+    contents: str
+
+
+@Recorder.register_record_type
+class LoadFileRecord(Record):
+    """Record of file load operation"""
+
+    params_cls = LoadFileParams
+    result_cls = LoadFileResult
+
+
+@record_function(LoadFileRecord)
 def load_file_contents(path: str, strip: bool = True) -> str:
     path = convert_path(path)
     with open(path, "rb") as handle:
@@ -164,6 +238,29 @@ def supports_symlinks() -> bool:
     return getattr(os, "symlink", None) is not None
 
 
+@dataclasses.dataclass
+class WriteFileParams:
+    path: str
+    contents: str
+
+    def _include(self) -> bool:
+        # Do not record or replay file reads that were performed against files
+        # which are actually part of dbt's implementation.
+        return (
+            "dbt/include/global_project" not in self.path
+            and "/plugins/postgres/dbt/include/" not in self.path
+        )
+
+
+@Recorder.register_record_type
+class WriteFileRecord(Record):
+    """Record of a file write operation."""
+
+    params_cls = WriteFileParams
+    result_cls = None
+
+
+@record_function(WriteFileRecord)
 def write_file(path: str, contents: str = "") -> bool:
     path = convert_path(path)
     try:
@@ -573,3 +670,24 @@ def rmtree(path):
     """
     path = convert_path(path)
     return shutil.rmtree(path, onerror=chmod_and_retry)
+
+
+@dataclasses.dataclass
+class GetEnvParams:
+    pass
+
+
+@dataclasses.dataclass
+class GetEnvResult:
+    env: Dict[str, str]
+
+
+@Recorder.register_record_type
+class GetEnvRecord(Record):
+    params_cls = GetEnvParams
+    result_cls = GetEnvResult
+
+
+@record_function(GetEnvRecord)
+def get_env() -> Dict[str, str]:
+    return dict(os.environ)

dbt_common/context.py

@@ -8,6 +8,7 @@ class InvocationContext:
     def __init__(self, env: Mapping[str, str]):
         self._env = env
         self._env_secrets: Optional[List[str]] = None
+        self.recorder = None
         # This class will also eventually manage the invocation_id, flags, event manager, etc.
 
     @property

dbt_common/record.py

@@ -0,0 +1,208 @@
+"""The record module provides a mechanism for recording dbt's interaction with
+external systems during a command invocation, so that the command can be re-run
+later with the recording 'replayed' to dbt.
+
+If dbt behaves sufficiently deterministically, we will be able to use the
+record/replay mechanism in several interesting test and debugging scenarios.
+"""
+import functools
+import dataclasses
+import json
+import os
+from enum import Enum
+from typing import Any, Dict, List, Mapping, Optional, Type
+
+from dbt_common.context import get_invocation_context
+
+
+class Record:
+    """An instance of this abstract Record class represents a request made by dbt
+    to an external process or the operating system. The 'params' are the arguments
+    to the request, and the 'result' is what is returned."""
+
+    params_cls: type
+    result_cls: Optional[type]
+
+    def __init__(self, params, result) -> None:
+        self.params = params
+        self.result = result
+
+    def to_dict(self) -> Dict[str, Any]:
+        return {
+            "params": self.params._to_dict() if hasattr(self.params, "_to_dict") else dataclasses.asdict(self.params),  # type: ignore
+            "result": self.result._to_dict() if hasattr(self.result, "_to_dict") else dataclasses.asdict(self.result) if self.result is not None else None,  # type: ignore
+        }
+
+    @classmethod
+    def from_dict(cls, dct: Mapping) -> "Record":
+        p = (
+            cls.params_cls._from_dict(dct["params"])
+            if hasattr(cls.params_cls, "_from_dict")
+            else cls.params_cls(**dct["params"])
+        )
+        r = (
+            cls.result_cls._from_dict(dct["result"])  # type: ignore
+            if hasattr(cls.result_cls, "_from_dict")
+            else cls.result_cls(**dct["result"])
+            if cls.result_cls is not None
+            else None
+        )
+        return cls(params=p, result=r)
+
+
+class Diff:
+    """Marker class for diffs?"""
+
+    pass
+
+
+class RecorderMode(Enum):
+    RECORD = 1
+    REPLAY = 2
+
+
+class Recorder:
+    _record_cls_by_name: Dict[str, Type] = {}
+    _record_name_by_params_name: Dict[str, str] = {}
+
+    def __init__(self, mode: RecorderMode, recording_path: Optional[str] = None) -> None:
+        self.mode = mode
+        self._records_by_type: Dict[str, List[Record]] = {}
+        self._replay_diffs: List["Diff"] = []
+
+        if recording_path is not None:
+            self._records_by_type = self.load(recording_path)
+
+    @classmethod
+    def register_record_type(cls, rec_type) -> Any:
+        cls._record_cls_by_name[rec_type.__name__] = rec_type
+        cls._record_name_by_params_name[rec_type.params_cls.__name__] = rec_type.__name__
+        return rec_type
+
+    def add_record(self, record: Record) -> None:
+        rec_cls_name = record.__class__.__name__  # type: ignore
+        if rec_cls_name not in self._records_by_type:
+            self._records_by_type[rec_cls_name] = []
+        self._records_by_type[rec_cls_name].append(record)
+
+    def pop_matching_record(self, params: Any) -> Optional[Record]:
+        rec_type_name = self._record_name_by_params_name[type(params).__name__]
+        records = self._records_by_type[rec_type_name]
+        match: Optional[Record] = None
+        for rec in records:
+            if rec.params == params:
+                match = rec
+                records.remove(match)
+                break
+
+        return match
+
+    def write(self, file_name) -> None:
+        with open(file_name, "w") as file:
+            json.dump(self._to_dict(), file)
+
+    def _to_dict(self) -> Dict:
+        dct: Dict[str, Any] = {}
+
+        for record_type in self._records_by_type:
+            record_list = [r.to_dict() for r in self._records_by_type[record_type]]
+            dct[record_type] = record_list
+
+        return dct
+
+    @classmethod
+    def load(cls, file_name: str) -> Dict[str, List[Record]]:
+        with open(file_name) as file:
+            loaded_dct = json.load(file)
+
+        records_by_type: Dict[str, List[Record]] = {}
+
+        for record_type_name in loaded_dct:
+            record_cls = cls._record_cls_by_name[record_type_name]
+            rec_list = []
+            for record_dct in loaded_dct[record_type_name]:
+                rec = record_cls.from_dict(record_dct)
+                rec_list.append(rec)  # type: ignore
+            records_by_type[record_type_name] = rec_list
+
+        return records_by_type
+
+    def expect_record(self, params: Any) -> Any:
+        record = self.pop_matching_record(params)
+
+        if record is None:
+            raise Exception()
+
+        result_tuple = dataclasses.astuple(record.result)
+        return result_tuple[0] if len(result_tuple) == 1 else result_tuple
+
+    def write_diffs(self, diff_file_name) -> None:
+        json.dump(
+            self._replay_diffs,
+            open(diff_file_name, "w"),
+        )
+
+    def print_diffs(self) -> None:
+        print(repr(self._replay_diffs))
+
+
+def get_record_mode_from_env() -> Optional[RecorderMode]:
+    replay_val = os.environ.get("DBT_REPLAY")
+    if replay_val is not None and replay_val != "0" and replay_val.lower() != "false":
+        return RecorderMode.REPLAY
+
+    record_val = os.environ.get("DBT_RECORD")
+    if record_val is not None and record_val != "0" and record_val.lower() != "false":
+        return RecorderMode.RECORD
+
+    return None
+
+
+def record_function(record_type, method=False, tuple_result=False):
+    def record_function_inner(func_to_record):
+        # To avoid runtime overhead and other unpleasantness, we only apply the
+        # record/replay decorator if a relevant env var is set.
+        if get_record_mode_from_env() is None:
+            return func_to_record
+
+        @functools.wraps(func_to_record)
+        def record_replay_wrapper(*args, **kwargs):
+            recorder: Recorder = None
+            try:
+                recorder = get_invocation_context().recorder
+            except LookupError:
+                pass
+
+            if recorder is None:
+                return func_to_record(*args, **kwargs)
+
+            # For methods, peel off the 'self' argument before calling the
+            # params constructor.
+            param_args = args[1:] if method else args
+
+            params = record_type.params_cls(*param_args, **kwargs)
+
+            include = True
+            if hasattr(params, "_include"):
+                include = params._include()
+
+            if not include:
+                return func_to_record(*args, **kwargs)
+
+            if recorder.mode == RecorderMode.REPLAY:
+                return recorder.expect_record(params)
+
+            r = func_to_record(*args, **kwargs)
+            result = (
+                None
+                if r is None or record_type.result_cls is None
+                else record_type.result_cls(*r)
+                if tuple_result
+                else record_type.result_cls(r)
+            )
+            recorder.add_record(record_type(params=params, result=result))
+            return r
+
+        return record_replay_wrapper
+
+    return record_function_inner