plans + specs

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Bastian Wagner
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# FIT Edge 1030 Plus Rewriter Implementation Plan
> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking.
**Goal:** Implement a binary-preserving FIT metadata rewriter that changes only Garmin creator-device metadata plus required CRC bytes, targeting Garmin Edge 1030 Plus product ID `3570`.
**Architecture:** Parse FIT definition/data records only far enough to locate `file_id` and creator `device_info` fields, patch bytes in place, recalculate header/file CRC, and validate the output. Do not fully decode/re-encode the activity, so unknown/developer fields and all non-target bytes remain untouched.
**Tech Stack:** Python 3.12 standard library (`struct`, `dataclasses`, `pathlib`), pytest.
## Global Constraints
- Garmin manufacturer ID is `1`.
- Garmin Edge 1030 Plus product ID is `3570`.
- Product name is `Edge 1030 Plus`.
- Support FIT header sizes 12 and 14.
- Validate declared data size and `.FIT` signature.
- Validate header CRC when a 14-byte header is present.
- Validate file CRC before and after modification.
- Support little- and big-endian definition architectures, compressed timestamp records, developer fields, and changing local message definitions.
- Patch `file_id` device fields when present.
- Patch `device_info` only when it is safely identified as the creator (`device_index == 0`).
- If creator-specific `device_info` cannot be identified safely, leave it unchanged rather than rewriting all device records.
- Preserve every non-target byte except CRC fields.
---
## File Structure
```text
app/fit/
__init__.py
crc.py
models.py
rewriter.py
tests/fit/
builders.py
test_crc.py
test_rewriter_validation.py
test_rewriter_patching.py
test_rewriter_preservation.py
```
## Task 1: Implement Garmin FIT CRC
**Files:**
- Create: `app/fit/crc.py`
- Create: `tests/fit/test_crc.py`
**Interfaces:**
- Produces: `fit_crc(data: bytes | bytearray | memoryview) -> int`.
- [ ] **Step 1: Write failing CRC vector tests**
```python
# tests/fit/test_crc.py
from app.fit.crc import fit_crc
def test_empty_crc_is_zero() -> None:
assert fit_crc(b"") == 0
def test_crc_is_incremental_equivalent() -> None:
payload = b".FIT-device-metadata"
assert fit_crc(payload) == fit_crc(memoryview(payload))
assert 0 <= fit_crc(payload) <= 0xFFFF
```
- [ ] **Step 2: Run and verify failure**
Run: `pytest tests/fit/test_crc.py -v`
Expected: import failure.
- [ ] **Step 3: Implement the FIT nibble-table CRC algorithm**
```python
# app/fit/crc.py
CRC_TABLE = (
0x0000, 0xCC01, 0xD801, 0x1400,
0xF001, 0x3C00, 0x2800, 0xE401,
0xA001, 0x6C00, 0x7800, 0xB401,
0x5000, 0x9C01, 0x8801, 0x4400,
)
def fit_crc(data: bytes | bytearray | memoryview) -> int:
crc = 0
for byte in data:
tmp = CRC_TABLE[crc & 0xF]
crc = (crc >> 4) & 0x0FFF
crc ^= tmp ^ CRC_TABLE[byte & 0xF]
tmp = CRC_TABLE[crc & 0xF]
crc = (crc >> 4) & 0x0FFF
crc ^= tmp ^ CRC_TABLE[(byte >> 4) & 0xF]
return crc & 0xFFFF
```
- [ ] **Step 4: Run tests**
Run: `pytest tests/fit/test_crc.py -v`
Expected: PASS.
- [ ] **Step 5: Commit**
```bash
git add app/fit/crc.py tests/fit/test_crc.py
git commit -m "feat: add FIT CRC calculation"
```
## Task 2: Parse and validate the FIT container safely
**Files:**
- Create: `app/fit/models.py`
- Create: `app/fit/rewriter.py`
- Create: `tests/fit/builders.py`
- Create: `tests/fit/test_rewriter_validation.py`
**Interfaces:**
- Produces: `FitFormatError`, `FieldDefinition`, `LocalDefinition`, `_validate_fit_container()`, `_iter_data_fields()`.
- `_iter_data_fields(data)` returns data records with exact field offsets without decoding unrelated values.
- [ ] **Step 1: Create a deterministic minimal FIT fixture builder**
```python
# tests/fit/builders.py
import struct
from app.fit.crc import fit_crc
def make_fit(data_records: bytes, *, header_size: int = 14) -> bytes:
if header_size not in {12, 14}:
raise ValueError(header_size)
header = bytearray(header_size)
header[0] = header_size
header[1] = 0x20
struct.pack_into("<H", header, 2, 0x0100)
struct.pack_into("<I", header, 4, len(data_records))
header[8:12] = b".FIT"
if header_size == 14:
struct.pack_into("<H", header, 12, fit_crc(header[:12]))
body = header + data_records
return bytes(body + struct.pack("<H", fit_crc(body)))
def definition(local: int, global_num: int, fields: list[tuple[int, int, int]], *, endian: str = "<") -> bytes:
architecture = 1 if endian == ">" else 0
payload = bytearray([0, architecture])
payload.extend(struct.pack(f"{endian}H", global_num))
payload.append(len(fields))
for num, size, base_type in fields:
payload.extend(bytes([num, size, base_type]))
return bytes([0x40 | local]) + bytes(payload)
def data(local: int, payload: bytes) -> bytes:
return bytes([local]) + payload
```
- [ ] **Step 2: Write validation tests**
```python
# tests/fit/test_rewriter_validation.py
from pathlib import Path
import pytest
from app.fit.rewriter import FitFormatError, is_fit_file
from tests.fit.builders import make_fit
def test_valid_12_and_14_byte_headers(tmp_path: Path) -> None:
for size in (12, 14):
path = tmp_path / f"valid-{size}.fit"
path.write_bytes(make_fit(b"", header_size=size))
assert is_fit_file(path) is True
def test_bad_file_crc_is_rejected(tmp_path: Path) -> None:
payload = bytearray(make_fit(b""))
payload[-1] ^= 0xFF
path = tmp_path / "bad.fit"
path.write_bytes(payload)
assert is_fit_file(path) is False
```
- [ ] **Step 3: Run and verify failure**
Run: `pytest tests/fit/test_rewriter_validation.py -v`
Expected: import failure.
- [ ] **Step 4: Implement the parser structures and validation**
```python
# app/fit/models.py
from dataclasses import dataclass
@dataclass(frozen=True)
class FieldDefinition:
num: int
size: int
base_type: int
@dataclass(frozen=True)
class LocalDefinition:
global_message_num: int
endian: str
fields: tuple[FieldDefinition, ...]
developer_field_size: int
```
Implement in `app/fit/rewriter.py` the validated logic from the known working implementation:
```python
class FitFormatError(ValueError):
pass
def _validate_fit_container(data: bytearray) -> None:
if len(data) < 14:
raise FitFormatError("FIT file is too small")
header_size = data[0]
if header_size not in {12, 14}:
raise FitFormatError(f"Unsupported FIT header size: {header_size}")
if len(data) < header_size + 2:
raise FitFormatError("FIT file is shorter than its header")
if bytes(data[8:12]) != b".FIT":
raise FitFormatError("Missing .FIT signature")
data_size = struct.unpack_from("<I", data, 4)[0]
expected_size = header_size + data_size + 2
if len(data) != expected_size:
raise FitFormatError(f"FIT size mismatch: header says {expected_size} bytes, file has {len(data)}")
if header_size == 14:
expected_header_crc = struct.unpack_from("<H", data, 12)[0]
if expected_header_crc != fit_crc(data[:12]):
raise FitFormatError("FIT header CRC check failed")
expected_file_crc = struct.unpack_from("<H", data, len(data) - 2)[0]
if expected_file_crc != fit_crc(data[:-2]):
raise FitFormatError("FIT file CRC check failed")
```
Implement the parser helpers explicitly:
```python
def _read_definition(
data: bytearray,
offset: int,
has_developer_fields: bool,
end_offset: int,
) -> tuple[LocalDefinition, int]:
if offset + 5 > end_offset:
raise FitFormatError("Truncated FIT definition message")
offset += 1 # reserved byte
architecture = data[offset]
offset += 1
if architecture not in {0, 1}:
raise FitFormatError(f"Unsupported FIT architecture: {architecture}")
endian = ">" if architecture == 1 else "<"
global_message_num = struct.unpack_from(f"{endian}H", data, offset)[0]
offset += 2
field_count = data[offset]
offset += 1
fields: list[FieldDefinition] = []
for _ in range(field_count):
if offset + 3 > end_offset:
raise FitFormatError("Truncated FIT field definition")
fields.append(FieldDefinition(data[offset], data[offset + 1], data[offset + 2]))
offset += 3
developer_field_size = 0
if has_developer_fields:
if offset >= end_offset:
raise FitFormatError("Truncated FIT developer field count")
developer_count = data[offset]
offset += 1
for _ in range(developer_count):
if offset + 3 > end_offset:
raise FitFormatError("Truncated FIT developer field definition")
developer_field_size += data[offset + 1]
offset += 3
return LocalDefinition(global_message_num, endian, tuple(fields), developer_field_size), offset
def _collect_field_offsets(
definition: LocalDefinition,
offset: int,
end_offset: int,
) -> tuple[list[tuple[FieldDefinition, int]], int]:
result: list[tuple[FieldDefinition, int]] = []
current = offset
for field in definition.fields:
if current + field.size > end_offset:
raise FitFormatError("Truncated FIT data record")
result.append((field, current))
current += field.size
if current + definition.developer_field_size > end_offset:
raise FitFormatError("Truncated FIT developer field payload")
current += definition.developer_field_size
return result, current
def _iter_data_fields(
data: bytearray,
) -> list[tuple[LocalDefinition, list[tuple[FieldDefinition, int]]]]:
header_size = data[0]
data_size = struct.unpack_from("<I", data, 4)[0]
offset = header_size
end_offset = header_size + data_size
definitions: dict[int, LocalDefinition] = {}
records: list[tuple[LocalDefinition, list[tuple[FieldDefinition, int]]]] = []
while offset < end_offset:
record_header = data[offset]
offset += 1
if record_header & 0x80:
local = (record_header >> 5) & 0x03
definition = definitions.get(local)
if definition is None:
raise FitFormatError(f"Compressed timestamp record used unknown local definition {local}")
field_offsets, offset = _collect_field_offsets(definition, offset, end_offset)
records.append((definition, field_offsets))
continue
local = record_header & 0x0F
is_definition = bool(record_header & 0x40)
has_developer_fields = bool(record_header & 0x20)
if is_definition:
definition, offset = _read_definition(data, offset, has_developer_fields, end_offset)
definitions[local] = definition
continue
definition = definitions.get(local)
if definition is None:
raise FitFormatError(f"Data record used unknown local definition {local}")
field_offsets, offset = _collect_field_offsets(definition, offset, end_offset)
records.append((definition, field_offsets))
if offset != end_offset:
raise FitFormatError("FIT parser did not end on data boundary")
return records
```
- [ ] **Step 5: Expose `is_fit_file` and verify parser boundary failures**
```python
def is_fit_file(path: Path) -> bool:
try:
data = bytearray(path.read_bytes())
_validate_fit_container(data)
_iter_data_fields(data)
except (OSError, FitFormatError):
return False
return True
```
- [ ] **Step 6: Run validation tests**
Run: `pytest tests/fit/test_rewriter_validation.py -v`
Expected: PASS.
- [ ] **Step 7: Commit**
```bash
git add app/fit/models.py app/fit/rewriter.py tests/fit/builders.py tests/fit/test_rewriter_validation.py
git commit -m "feat: parse and validate FIT containers"
```
## Task 3: Patch `file_id` and only creator `device_info`
**Files:**
- Modify: `app/fit/models.py`
- Modify: `app/fit/rewriter.py`
- Create: `tests/fit/test_rewriter_patching.py`
**Interfaces:**
- Produces: `GarminDevice`, `FitConversionResult`, `DeviceFieldValue`, `convert_fit_device()`, `read_device_field_values()`.
- Default device is Garmin manufacturer `1`, Edge 1030 Plus product `3570`, name `Edge 1030 Plus`.
- [ ] **Step 1: Add model types**
```python
# app/fit/models.py additions
from pathlib import Path
GARMIN_MANUFACTURER_ID = 1
@dataclass(frozen=True)
class GarminDevice:
manufacturer_id: int = GARMIN_MANUFACTURER_ID
product_id: int = 3570
product_name: str = "Edge 1030 Plus"
serial_number: int | None = None
@dataclass(frozen=True)
class FitConversionResult:
source_path: Path
output_path: Path
patched_field_count: int
header_crc: int | None
file_crc: int
@dataclass(frozen=True)
class DeviceFieldValue:
global_message_num: int
field_num: int
value: int | str
```
- [ ] **Step 2: Write a fixture containing one creator and one sensor `device_info`**
Use these FIT field numbers in `tests/fit/test_rewriter_patching.py`:
```python
FILE_ID_MESG_NUM = 0
DEVICE_INFO_MESG_NUM = 23
# file_id: manufacturer(1/u16), product(2/u16)
file_def = definition(0, FILE_ID_MESG_NUM, [(1, 2, 0x84), (2, 2, 0x84)])
file_data = data(0, struct.pack("<HH", 255, 999))
# device_info: device_index(0/u8), manufacturer(2/u16), product(4/u16)
device_def = definition(1, DEVICE_INFO_MESG_NUM, [(0, 1, 0x02), (2, 2, 0x84), (4, 2, 0x84)])
creator = data(1, struct.pack("<BHH", 0, 255, 999))
sensor = data(1, struct.pack("<BHH", 1, 32, 1234))
```
Write assertions that `file_id` and creator become `(1, 3570)` while sensor remains `(32, 1234)`.
- [ ] **Step 3: Run the test and verify failure**
Run: `pytest tests/fit/test_rewriter_patching.py -v`
Expected: missing conversion functions.
- [ ] **Step 4: Implement conservative creator detection**
In `_patch_device_metadata`, process each `device_info` record as a unit:
```python
field_map = {field.num: (field, offset) for field, offset in field_offsets}
if definition.global_message_num == DEVICE_INFO_MESG_NUM:
device_index_entry = field_map.get(0)
if device_index_entry is None:
continue
index_field, index_offset = device_index_entry
device_index = _read_field_value(data, index_offset, index_field, definition.endian)
if device_index != 0:
continue
```
Only after this check may fields `2`, `3`, `4`, and `27` be patched. Do not patch a `device_info` message that lacks field `0`.
Always patch eligible `file_id` fields `1`, `2`, optional `3`, and `8`.
- [ ] **Step 5: Implement numeric/string read-write helpers and conversion entry point**
Use the supplied working `_read_field_value()` and `_write_field_value()` behavior, then expose:
```python
def convert_fit_device(source_path: Path, output_path: Path, device: GarminDevice | None = None) -> FitConversionResult:
resolved = device or GarminDevice()
data = bytearray(source_path.read_bytes())
_validate_fit_container(data)
patched_count = _patch_device_metadata(data, resolved)
header_crc = _rewrite_header_crc(data)
file_crc = _rewrite_file_crc(data)
_validate_fit_container(data)
output_path.parent.mkdir(parents=True, exist_ok=True)
output_path.write_bytes(data)
return FitConversionResult(source_path, output_path, patched_count, header_crc, file_crc)
```
- [ ] **Step 6: Run patching tests**
Run: `pytest tests/fit/test_rewriter_patching.py -v`
Expected: PASS.
- [ ] **Step 7: Commit**
```bash
git add app/fit tests/fit/test_rewriter_patching.py
git commit -m "feat: patch FIT creator as Edge 1030 Plus"
```
## Task 4: Prove binary preservation and advanced record support
**Files:**
- Create: `tests/fit/test_rewriter_preservation.py`
- Modify: `tests/fit/builders.py`
- Modify: `app/fit/rewriter.py` only if a test exposes an actual parser defect
**Interfaces:**
- No new public interface; this task hardens `convert_fit_device()`.
- [ ] **Step 1: Write a preservation test that records changed byte positions**
```python
# tests/fit/test_rewriter_preservation.py
from pathlib import Path
from app.fit.rewriter import convert_fit_device
def test_only_target_fields_and_crcs_change(tmp_path: Path, complex_fit_bytes: bytes) -> None:
source = tmp_path / "source.fit"
output = tmp_path / "output.fit"
source.write_bytes(complex_fit_bytes)
convert_fit_device(source, output)
before = source.read_bytes()
after = output.read_bytes()
assert len(before) == len(after)
changed = {index for index, (a, b) in enumerate(zip(before, after)) if a != b}
expected_metadata_offsets = set(find_expected_device_metadata_offsets(before))
crc_offsets = {12, 13, len(before) - 2, len(before) - 1}
assert changed <= expected_metadata_offsets | crc_offsets
```
The fixture helper `find_expected_device_metadata_offsets()` must use the test fixture's known construction offsets, not production parser code, so the test is independent.
- [ ] **Step 2: Add fixtures for compressed timestamps, developer fields, and local-definition replacement**
Construct one synthetic FIT data section containing:
1. a normal `file_id` definition/data pair;
2. a `device_info` definition with creator record;
3. a record definition with one developer field and one data record;
4. a compressed-timestamp data header referring to a known local definition;
5. a later replacement definition for the same local message number.
The test passes if conversion completes, output CRC validates, and non-target payload bytes remain identical.
- [ ] **Step 3: Run the focused advanced tests**
Run: `pytest tests/fit/test_rewriter_preservation.py -v`
Expected: PASS. If a parser guard fails, fix only the smallest parser defect required by the test.
- [ ] **Step 4: Add rejection tests for malformed/truncated definitions**
```python
def test_truncated_definition_is_non_recoverable(tmp_path: Path) -> None:
path = tmp_path / "truncated.fit"
path.write_bytes(make_fit(bytes([0x40, 0x00, 0x00])))
assert is_fit_file(path) is False
```
Also assert that `convert_fit_device()` raises `FitFormatError` for the same input.
- [ ] **Step 5: Run the entire FIT suite**
Run: `pytest tests/fit -v`
Expected: PASS.
- [ ] **Step 6: Commit**
```bash
git add tests/fit app/fit/rewriter.py
git commit -m "test: verify FIT binary preservation"
```