feat: optimize pmtiles generation even more

functions-python/pmtiles_builder/src/agencies_processor.py

@@ -0,0 +1,39 @@
+import csv
+
+from base_processor import BaseProcessor
+from csv_cache import AGENCY_FILE
+
+
+class AgenciesProcessor(BaseProcessor):
+    def __init__(
+        self,
+        csv_cache,
+        logger=None,
+    ):
+        super().__init__(AGENCY_FILE, csv_cache, logger)
+        self.agencies = {}
+
+    def process_file(self):
+        with open(self.filepath, "r", encoding=self.encoding, newline="") as f:
+            header = f.readline()
+            if not header:
+                return
+            columns = next(csv.reader([header]))
+
+            agency_id_index = self.csv_cache.get_index(columns, "agency_id")
+            agency_name_index = self.csv_cache.get_index(columns, "agency_name")
+
+            for line in f:
+                if not line.strip():
+                    continue
+
+                row = self.csv_parser.parse(line)
+                agency_id = self.csv_cache.get_safe_value_from_index(
+                    row, agency_id_index
+                )
+                agency_name = self.csv_cache.get_safe_value_from_index(
+                    row, agency_name_index
+                )
+
+                if agency_id:
+                    self.agencies[agency_id] = agency_name

functions-python/pmtiles_builder/src/base_processor.py

@@ -0,0 +1,69 @@
+from fast_csv_parser import FastCsvParser
+from shared.helpers.utils import detect_encoding
+from shared.helpers.runtime_metrics import track_metrics
+import os
+
+
+class BaseProcessor:
+    """
+    Minimal base class for processors that read a GTFS CSV and write derived outputs.
+
+    Responsibilities
+    - Resolve the absolute path of the input file via the shared CsvCache.
+    - Detect file encoding and initialize a fast CSV parser.
+    - Provide a safe early-return when the input file is absent (some GTFS files are optional).
+    - Delegate the actual line-by-line work to subclasses via `process_file()`.
+
+    Lifecycle contract
+    - Subclasses should override `process_file(self)` — do not call it directly.
+
+    Notes on flags
+    - `no_download` and `no_delete` are orchestration hints used by the caller (e.g., the builder) to
+      decide whether to download the source file and whether to delete it afterward. The base class does
+      not use these flags directly; they are honored by the orchestrator.
+    """
+
+    def __init__(
+        self, filename, csv_cache, logger=None, no_download=False, no_delete=False
+    ):
+        self.filename = filename
+        self.csv_cache = csv_cache
+        self.logger = logger or csv_cache.logger
+        self.no_download = no_download
+        self.no_delete = no_delete
+
+        # Will be populated during `process()`
+        self.filepath = None
+        self.csv_parser = None
+        self.encoding = None
+
+    @track_metrics(metrics=("time", "memory", "cpu"))
+    def process(self):
+        """
+        Entry point called by orchestrators to run a processor in a safe, uniform way.
+\
+        """
+        self.filepath = self.csv_cache.get_path(self.filename)
+        # If the target file does not exist in the workdir, skip processing.
+        # This avoids exceptions for optional files and keeps pipelines resilient.
+        if not os.path.exists(self.filepath):
+            # We don't return an Exception here because the presence of mandatory files has been verified elsewhere.
+            self.logger.debug(
+                "File not present, skipping processing: %s", self.filepath
+            )
+            return
+        self.csv_parser = FastCsvParser()
+        self.encoding = detect_encoding(filename=self.filepath, logger=self.logger)
+        self.logger.debug("Begin processing file %s", self.filename)
+        self.process_file()
+
+    def process_file(self):
+        """
+        Hook for subclasses to implement the actual processing logic.
+
+        Contract
+        - May assume `self.filepath`, `self.csv_parser`, and `self.encoding` are initialized.
+        - Should handle empty files gracefully (e.g., by returning early).
+        - Should not raise on benign format issues where possible; prefer logging and continue.
+        """
+        pass

functions-python/pmtiles_builder/src/csv_cache.py

@@ -13,20 +13,16 @@
 #  See the License for the specific language governing permissions and
 #  limitations under the License.
 #
-import csv
 import logging
 import os
 import subprocess
 from pathlib import Path
-from typing import TypedDict, List, Dict
+from typing import TypedDict, List
 
-from gtfs import stop_txt_is_lat_log_required
 from pympler import asizeof
 
 from shared.helpers.logger import get_logger
-from shared.helpers.transform import get_safe_value_from_csv, get_safe_float_from_csv
-
-from shared.helpers.utils import detect_encoding
+from shared.helpers.transform import get_safe_value, get_safe_float, get_safe_int
 
 STOP_TIMES_FILE = "stop_times.txt"
 SHAPES_FILE = "shapes.txt"
@@ -43,20 +39,13 @@ class ShapeTrips(TypedDict):
 
 def get_volume_size(mountpoint: str):
     """
-    Returns the total size of the specified filesystem mount point in a human-readable format.
-
-    This function uses the `df` command-line utility to determine the size of the filesystem
-    mounted at the path specified by `mountpoint`. If the mount point does not exist, the function
-    prints an error message to the standard error and returns "N/A".
+    Return the total size of the filesystem at `mountpoint` in a human-readable string (e.g., "10G").
 
-    Parameters:
-    mountpoint: str
-        The filesystem mount point path to check.
+    Implementation notes
+    - Uses the system `df -h` command piped through awk to extract the size column.
+    - Requires a valid path; when the mountpoint doesn't exist, a warning is logged and "N/A" is returned.
+    - Intended primarily for diagnostics in logs (does not affect processing logic).
 
-    Returns:
-    str
-        The total size of the specified filesystem mount point in human-readable format. If the
-        mount point is not found, returns "N/A".
     """
     mp = Path(mountpoint)
     if not mp.exists():
@@ -77,10 +66,18 @@ def get_volume_size(mountpoint: str):
 
 class CsvCache:
     """
-    CsvCache provides cached access to GTFS CSV files in a specified working directory.
-    It lazily loads and caches file contents as lists of dictionaries, and offers
-    helper methods to retrieve relationships between routes, trips, stops, and shapes.
-    It lazily loads because not all files are necessarily needed.
+    Lightweight utility for working-directory file paths and safe CSV extraction helpers.
+
+    What it provides
+    - Path resolution: `get_path(filename)` -> absolute path under the configured workdir.
+    - Safe CSV accessors: helpers to get values/ints/floats from parsed rows by index without raising.
+    - Column index lookup: helper to map header names to indices safely.
+    - Diagnostics: optional deep-size logging of objects in DEBUG, and workdir size at initialization.
+
+    Notes
+    - This class does not currently implement an in-memory cache of full CSVs; processors stream files
+      directly and use these helpers for robust parsing.
+    - Constants for common GTFS filenames are exposed at module level (e.g., TRIPS_FILE, STOPS_FILE).
     """
 
     def __init__(
@@ -95,19 +92,11 @@ def __init__(
 
         self.workdir = workdir
 
-        self.file_data = {}
-        self.trip_to_stops: Dict[str, List[str]] = None
-        self.route_to_trip = None
-        self.route_to_shape: Dict[str, Dict[str, ShapeTrips]] = None
-        self.stop_to_route = None
-        self.stop_to_coordinates = None
-        self.trips_no_shapes_per_route: Dict[str, List[str]] = {}
-
         self.logger.info("Using work directory: %s", self.workdir)
         self.logger.info("Size of workdir: %s", get_volume_size(self.workdir))
 
     def debug_log_size(self, label: str, obj: object) -> None:
-        """Log the deep size of an object in bytes when DEBUG is enabled."""
+        """Log the deep size of `obj` in bytes when DEBUG is enabled (best-effort, may fall back silently)."""
         if self.logger.isEnabledFor(logging.DEBUG):
             try:
                 size_bytes = asizeof.asizeof(obj)
@@ -116,133 +105,38 @@ def debug_log_size(self, label: str, obj: object) -> None:
                 self.logger.debug("asizeof Failed to compute size for %s: %s", label, e)
 
     def get_path(self, filename: str) -> str:
+        """Return the absolute path for `filename` under the current workdir."""
         return os.path.join(self.workdir, filename)
 
-    def get_file(self, filename) -> list[dict]:
-        if self.file_data.get(filename) is None:
-            self.file_data[filename] = self._read_csv(self.get_path(filename))
-            self.debug_log_size(f"file data for {filename}", self.file_data[filename])
-        return self.file_data[filename]
-
-    def add_data(self, filename: str, data: list[dict]):
-        self.file_data[filename] = data
-
-    def _read_csv(self, filename) -> list[dict]:
-        """
-        Reads the content of a CSV file and returns it as a list of dictionaries
-        where each dictionary represents a row.
-
-        Parameters:
-        filename (str): The file path of the CSV file to be read.
-
-        Raises:
-        Exception: If there is an error during file opening or reading. The raised
-        exception will include the original error message along with the file name.
-
-        Returns:
-        list[dict]: A list of dictionaries, each representing a row in the CSV file.
-        """
-        try:
-            self.logger.debug("Loading %s", filename)
-            encoding = detect_encoding(filename, logger=self.logger)
-            with open(filename, newline="", encoding=encoding) as f:
-                return list(csv.DictReader(f))
-        except Exception as e:
-            raise Exception(f"Failed to read CSV file {filename}: {e}") from e
-
-    def clear_trip_from_route(self):
-        self.route_to_trip = None
-
-    def get_shape_from_route(self, route_id) -> Dict[str, ShapeTrips]:
-        """
-        Returns a list of shape_ids with associated trip_ids information with a given route_id from the trips file.
-        The relationship from the route to the shape is via the trips file.
-        Parameters:
-            route_id(str): The route identifier to look up.
-
-        Returns:
-            The corresponding shape id.
-            Example return value: [{'shape_id1': { 'shape_id': 'shape_id1', 'trip_ids': ['trip1', 'trip2']}},
-             {'shape_id': 'shape_id2', 'trip_ids': ['trip3']}}]
-        """
-        if self.route_to_shape is None:
-            self._build_route_to_shape()
-        return self.route_to_shape.get(route_id, {})
-
-    def _build_route_to_shape(self):
-        self.route_to_shape = {}
-        for row in self.get_file(TRIPS_FILE):
-            route_id = get_safe_value_from_csv(row, "route_id")
-            shape_id = get_safe_value_from_csv(row, "shape_id")
-            trip_id = get_safe_value_from_csv(row, "trip_id")
-            if route_id and trip_id:
-                if shape_id:
-                    route_shapes = self.route_to_shape.setdefault(route_id, {})
-                    shape_trips = route_shapes.setdefault(
-                        shape_id, {"shape_id": shape_id, "trip_ids": []}
-                    )
-                    shape_trips["trip_ids"].append(trip_id)
-                else:
-                    # Registering the trip without a shape for this route for later retrieval.
-                    trip_no_shapes = (
-                        self.trips_no_shapes_per_route.get(route_id)
-                        if route_id in self.trips_no_shapes_per_route
-                        else None
-                    )
-                    if trip_no_shapes is None:
-                        trip_no_shapes = []
-                        self.trips_no_shapes_per_route[route_id] = trip_no_shapes
-                    trip_no_shapes.append(trip_id)
-
-    def clear_shape_from_route(self):
-        self.route_to_shape = None
-
-    def get_trips_without_shape_from_route(self, route_id) -> List[str]:
-        return self.trips_no_shapes_per_route.get(route_id, [])
-
-    def _build_trip_to_stops(self):
-        self.trip_to_stops = {}
-        for row in self.get_file(STOP_TIMES_FILE):
-            trip_id = get_safe_value_from_csv(row, "trip_id")
-            stop_id = get_safe_value_from_csv(row, "stop_id")
-            if trip_id and stop_id:
-                trip_to_stops = self.trip_to_stops.setdefault(trip_id, [])
-                trip_to_stops.append(stop_id)
-
-    def clear_stops_from_trip(self):
-        self.trip_to_stops = None
-
-    def get_stops_from_trip(self, trip_id):
-        if self.trip_to_stops is None:
-            self._build_trip_to_stops()
-        return self.trip_to_stops.get(trip_id, [])
-
-    def _build_stop_to_coordinates(self):
-        self.stop_to_coordinates = {}
-        for s in self.get_file(STOPS_FILE):
-            row_stop_id = get_safe_value_from_csv(s, "stop_id")
-            row_stop_lon = get_safe_float_from_csv(s, "stop_lon")
-            row_stop_lat = get_safe_float_from_csv(s, "stop_lat")
-            if row_stop_id is None:
-                self.logger.warning("Missing stop id: %s", s)
-                continue
-            if row_stop_lon is None or row_stop_lat is None:
-                if stop_txt_is_lat_log_required(s):
-                    self.logger.warning("Missing stop latitude and longitude : %s", s)
-                else:
-                    self.logger.debug(
-                        "Missing optional stop latitude and longitude : %s", s
-                    )
-                continue
-            self.stop_to_coordinates[row_stop_id] = (row_stop_lon, row_stop_lat)
-
-    def get_coordinates_for_stop(self, stop_id) -> tuple[float, float] | None:
-        if self.stop_to_coordinates is None:
-            self._build_stop_to_coordinates()
-        return self.stop_to_coordinates.get(stop_id, None)
-
-    def clear_coordinate_for_stops(self):
-        self.stop_to_coordinates = None
-
     def set_workdir(self, workdir):
+        """Update the working directory used to resolve file paths (does not move files)."""
         self.workdir = workdir
+
+    @staticmethod
+    def get_index(columns, column_name):
+        """Return the index of `column_name` in the header list `columns`, or None if absent."""
+        try:
+            return columns.index(column_name)
+        except ValueError:
+            return None
+
+    @staticmethod
+    def get_safe_value_from_index(columns, index, default_value: str = None):
+        """Safely fetch a value from `columns` at `index`, applying default and transform semantics."""
+        return (
+            get_safe_value(columns[index], default_value)
+            if index is not None and index < len(columns)
+            else default_value
+        )
+
+    @staticmethod
+    def get_safe_float_from_index(columns, index):
+        """Fetch a value and coerce to float using standard transform rules (returns None on invalid)."""
+        raw_value = CsvCache.get_safe_value_from_index(columns, index)
+        return get_safe_float(raw_value)
+
+    @staticmethod
+    def get_safe_int_from_index(columns, index):
+        """Fetch a value and coerce to int using standard transform rules (returns None on invalid)."""
+        raw_value = CsvCache.get_safe_value_from_index(columns, index)
+        return get_safe_int(raw_value)