diff --git a/scripts/flights2.py b/scripts/flights2.py
index 5f27b33..2b83c76 100644
--- a/scripts/flights2.py
+++ b/scripts/flights2.py
@@ -477,16 +477,46 @@ def _transform_temporal(self, ldf: pl.LazyFrame, /) -> pl.LazyFrame:
 
 
 class SourceMap:
-    """Handles resource sharing and reading."""
+    """
+    Group specs by common data, scanning a `pl.LazyFrame`_ per-group.
+
+    Parameters
+    ----------
+    input_dir
+        Directory containing monthly input files.
+
+    .. _pl.LazyFrame:
+        https://docs.pola.rs/api/python/stable/reference/lazyframe/index.html
+    """
 
     def __init__(self, input_dir: Path, /) -> None:
         self.input_dir: Path = input_dir
         self._mapping = defaultdict[DateRange, deque[Spec]](deque)
         self._frames: dict[DateRange, pl.LazyFrame] = {}
 
-    def add_dependency(self, spec: Spec, /) -> None:
+    @classmethod
+    def from_specs(cls, specs: Iterable[Spec], input_dir: Path, /) -> SourceMap:
+        """
+        Construct with all dependent data grouped and loaded.
+
+        Parameters
+        ----------
+        specs
+            Target dataset definitions.
+        input_dir
+            Directory containing monthly input files.
+        """
+        obj = cls(input_dir)
+        logger.info("Scanning dependencies ...")
+        for spec in specs:
+            obj.add_spec(spec)
+        msg = f"Finished scanning {len(obj)!r} date ranges."
+        logger.info(msg)
+        return obj
+
+    def add_spec(self, spec: Spec, /) -> None:
         """
-        Adds a spec, detecting and loading any shared resources.
+        Adds a spec dependency, detecting and loading any shared resources.
 
         Required files for each unique ``DateRange`` are lazily read into a single table.
 
@@ -506,7 +536,7 @@ def iter_tasks(self) -> Iterator[tuple[Spec, pl.LazyFrame]]:
         if not len(self):
             msg = (
                 "Dependent specs have not yet been added.\n\n"
-                f"Try calling {self.add_dependency.__qualname__}(...) first."
+                f"Try calling {self.add_spec.__qualname__}(...) first."
             )
             raise TypeError(msg)
         for d_range, frame in self._frames.items():
@@ -644,19 +674,19 @@ class Flights:
     >>> decl.run()  # doctest: +SKIP
     """
 
+    input_dir: Path
+    output_dir: Path
+    specs: Sequence[Spec]
+    sources: SourceMap
+
     def __init__(
-        self,
-        specs: Sequence[Spec],
-        input_dir: str | Path,
-        output_dir: str | Path,
+        self, specs: Sequence[Spec], input_dir: str | Path, output_dir: str | Path
     ) -> None:
         self.input_dir = Path(input_dir)
         self.output_dir = Path(output_dir)
         self.input_dir.mkdir(exist_ok=True)
         self.output_dir.mkdir(exist_ok=True)
-
-        self.specs: Sequence[Spec] = specs
-        self.sources: SourceMap = SourceMap(self.input_dir)
+        self.specs = specs
 
     @classmethod
     def from_toml(
@@ -745,29 +775,12 @@ def download_sources(self) -> None:
         else:
             logger.info("Sources already downloaded.")
 
-    def scan_sources(self) -> SourceMap:
-        """
-        Group specs by common data, scanning a `pl.LazyFrame`_ per-group.
-
-        See Also
-        --------
-        ``SourceMap``
-
-        .. _pl.LazyFrame:
-            https://docs.pola.rs/api/python/stable/reference/lazyframe/index.html
-        """
-        logger.info("Scanning dependencies ...")
-        for spec in self:
-            self.sources.add_dependency(spec)
-        msg = f"Finished scanning {len(self.sources)!r} date ranges."
-        logger.info(msg)
-        return self.sources
-
     def run(self) -> None:
         """Top-level command providing fully managed data collection, transformation and export."""
         logger.info("Starting job ...")
         self.download_sources()
-        for spec, frame in self.scan_sources().iter_tasks():
+        self.sources = SourceMap.from_specs(self, self.input_dir)
+        for spec, frame in self.sources.iter_tasks():
             result = spec.transform(frame)
             spec.write(result, self.output_dir)
         logger.info("Finished job.")