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2 Commits
145 changed files with 7179 additions and 22887 deletions
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@@ -1,16 +1,11 @@
coverage:
status:
patch: no
changes: no
project:
default: false
tconnectsync:
paths:
- "tconnectsync/"
target: '60%'
threshold: '5%'
paths: "tconnectsync/"
target: 75%
tests:
paths:
- "tests/"
target: '95%'
threshold: '5%'
paths: "tests/"
target: 95%
+3 -13
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@@ -22,29 +22,19 @@ jobs:
repository: jwoglom/tconnectsync/tconnectsync
tag_with_ref: true
- name: Push latest tag to GitHub Packages
uses: docker/build-push-action@v1
with:
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}
registry: docker.pkg.github.com
repository: jwoglom/tconnectsync/tconnectsync
tags: latest
push: ${{ startsWith(github.ref, 'refs/tags/') }}
push_to_dockerhub:
name: Push Docker image to Docker Hub
runs-on: ubuntu-latest
steps:
- name: Check out the repo
uses: actions/checkout@v2
- name: Log in to Docker Hub
uses: docker/login-action@f054a8b539a109f9f41c372932f1ae047eff08c9
with:
username: ${{ secrets.DOCKER_USERNAME }}
password: ${{ secrets.DOCKER_PASSWORD }}
- name: Extract metadata (tags, labels) for Docker
id: meta
uses: docker/metadata-action@98669ae865ea3cffbcbaa878cf57c20bbf1c6c38
@@ -55,7 +45,7 @@ jobs:
type=ref,event=pr
type=semver,pattern={{version}}
type=semver,pattern={{major}}.{{minor}}
- name: Build and push Docker image
uses: docker/build-push-action@ad44023a93711e3deb337508980b4b5e9bcdc5dc
with:
+5 -5
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@@ -7,11 +7,11 @@ jobs:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Set up Python
uses: actions/setup-python@v5
- uses: actions/checkout@master
- name: Set up Python 3.9
uses: actions/setup-python@v1
with:
python-version: '3.11'
python-version: 3.9
- name: Install pypa/build
run: >-
@@ -28,6 +28,6 @@ jobs:
--outdir dist/
.
- name: Publish to PyPI
uses: pypa/gh-action-pypi-publish@release/v1
uses: pypa/gh-action-pypi-publish@master
with:
password: ${{ secrets.PYPI_API_TOKEN }}
+33 -62
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@@ -5,9 +5,9 @@ name: Python package
on:
push:
branches: [ master, dev ]
branches: [ master, develop ]
pull_request:
branches: [ master, dev ]
branches: [ master, develop ]
jobs:
build:
@@ -15,65 +15,36 @@ jobs:
runs-on: ubuntu-latest
strategy:
matrix:
python-version: ['3.8', '3.9', '3.10', '3.11']
python-version: ['3.7', '3.8', '3.9', '3.10']
steps:
- uses: actions/checkout@v2
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v2
with:
python-version: ${{ matrix.python-version }}
- name: Install dependencies
run: |
python -m venv .venv
.venv/bin/python -m pip install --upgrade pip
.venv/bin/python -m pip install -e . flake8 pytest coverage mypy
# - name: Run pipenv check
# run: |
# # DDoS attacks in wheel and setuptools packages, not relevant
# # root certificate store, not relevant
# pipenv check \
# --ignore 51499 \
# --ignore 52495 \
# --ignore 52365 \
# --ignore 59956 \
# --ignore 58755 \
# --ignore 67895 \
# --ignore 61893 \
# --ignore 61601 \
# --ignore 62044 \
# --ignore 67599 \
# --ignore 72083 \
# --ignore 71064 \
# --ignore 71608 \
# --ignore 72236
- name: Lint with flake8
run: |
# stop the build if there are Python syntax errors or undefined names
.venv/bin/flake8 . --exclude=.venv --count --select=E9,F63,F7,F82 --ignore=F824 --show-source --statistics
# exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
.venv/bin/flake8 . --exclude=.venv --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
- name: Type-check annotated modules with mypy
run: |
.venv/bin/mypy
- name: Run tconnectsync --help
run: |
.venv/bin/tconnectsync --help
- name: Test with pytest
run: |
.venv/bin/pytest
- name: Check codecov configuration
run: |
curl -X POST --data-binary @.codecov.yml https://codecov.io/validate
if [[ "$(curl -s -o /dev/null -w "%{http_code}" -X POST --data-binary @.codecov.yml https://codecov.io/validate)" != "200" ]]; then
echo Error parsing codecov file
exit 1
fi
- name: Generate Coverage Report
run: |
.venv/bin/coverage run -m unittest
- name: Upload Coverage to Codecov
uses: codecov/codecov-action@v1
with:
fail_ci_if_error: false
- uses: actions/checkout@v2
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v2
with:
python-version: ${{ matrix.python-version }}
- name: Install dependencies
run: |
python -m pip install --upgrade pip
python -m pip install flake8 pytest pipenv
pipenv install --system
- name: Run pipenv check
run: |
pipenv check
- name: Lint with flake8
run: |
# stop the build if there are Python syntax errors or undefined names
flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
# exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
- name: Test with pytest
run: |
pytest
- name: Generate Coverage Report
run: |
pip install coverage
coverage run -m unittest
- name: Upload Coverage to Codecov
uses: codecov/codecov-action@v1
with:
fail_ci_if_error: true
+1 -3
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@@ -8,6 +8,4 @@ build
*.egg-info
.env
tconnectsync-check-output.log
ignore_*
.venv/
.vscode/
ignore_*
+1 -1
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@@ -1,4 +1,4 @@
FROM python:3.11-slim as base
FROM python:3.9-slim as base
# The following is adapted from:
# https://sourcery.ai/blog/python-docker/
+7 -7
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@@ -5,17 +5,17 @@ verify_ssl = true
[dev-packages]
ptpython = "*"
flake8 = "*"
pytest = "*"
coverage = "*"
mypy = "*"
[packages]
tconnectsync = {path = "."}
requests = "*"
bs4 = "*"
arrow = "*"
lxml = "*"
python-dotenv = "*"
requests-mock = "*"
pysocks = "*"
[scripts]
tconnectsync = "python3 main.py"
test = "python3 -m unittest discover -vv"
build_events = "bash -c 'cd tconnectsync/eventparser && python3 build_events.py > events.py'"
lint = "bash -c 'flake8 . --count --select=E9,F63,F7,F82 && flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 && echo PASS'"
typecheck = "mypy"
Generated
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+42 -87
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@@ -3,29 +3,29 @@
![Python Package workflow](https://github.com/jwoglom/tconnectsync/actions/workflows/python-package.yml/badge.svg)
[![codecov](https://codecov.io/gh/jwoglom/tconnectsync/branch/master/graph/badge.svg)](https://codecov.io/gh/jwoglom/tconnectsync)
Tconnectsync synchronizes data one-way from Tandem Source to Nightscout.
> [!IMPORTANT]
> Tandem has announced that t:connect will be shut down in favor of Tandem Source in the US beginning September 30, 2024.
> tconnectsync has undergone major changes to support Tandem Source. **For Tandem Source support, you MUST upgrade to tconnectsync version 2.0 or above.**
Tconnectsync synchronizes data one-way from the Tandem Diabetes t:connect web/mobile application to Nightscout.
If you have a t:slim X2 pump with the companion t:connect mobile Android or iOS app, this will allow your pump bolus and basal data to be uploaded to [Nightscout](https://github.com/nightscout/cgm-remote-monitor) automatically.
Together with a CGM uploader, such as [xDrip+](https://github.com/NightscoutFoundation/xDrip) or the official Dexcom mobile app plus Dexcom Share, this allows your CGM _and_ pump data to be automatically uploaded to Nightscout!
If you have an Android phone, you can use [tconnectpatcher](https://github.com/jwoglom/tconnectpatcher) to modify the t:connect Android app to upload more frequently. By default, pump data is uploaded to Tandem's servers every hour, but with tconnectpatcher the frequency can be brought down to **as low as every five minutes**! This allows for nearly real-time (albeit not fully instantaneous) pump data updates, almost like your pump uploads data directly to Nightscout!
## How It Works
At a high level, tconnectsync works by querying Tandem's undocumented APIs to receive basal and bolus data from Tandem Source, and then uploads that data as treatment objects to Nightscout. It contains features for checking for new Tandem pump data continuously, and updating that data to Nightscout whenever there is new data.
At a high level, tconnectsync works by querying Tandem's undocumented APIs to receive basal and bolus data from t:connect, and then uploads that data as treatment objects to Nightscout. It contains features for checking for new Tandem pump data continuously, and updating that data along with the pump's reported IOB value to Nightscout whenever there is new data.
When you run the program with no arguments, it performs a single cycle of the following, and exits after completion:
* Logs in to Tandem Source
* Fetches your list of pumps, and unless overridden by an environment variable, fetches the event data for the pump which was most recently used
* Processes the internal pump event metadata to extract basal, bolus, CGM, and other pump event data
* Queries Nightscout to find the most recent data which was uploaded to it for each event category
* Uploads any missing data to Nightscout
* Queries for basal information via the t:connect ControlIQ API.
* Queries for bolus, basal, and IOB data via the t:connect non-ControlIQ API.
* Merges the basal information received from the two APIs. (If using ControlIQ, then basal information appears only on the ControlIQ API. If not using ControlIQ, it appears only on the legacy API.)
* Queries Nightscout for the most recently created Temp Basal object by tconnectsync, and uploads all data newer than that.
* Queries Nightscout for the most recently created Bolus object by tconnectsync, and uploads all data newer than that.
If run with the `--auto-update` flag, then the application periodically looks for new data and synchronizes it to Nightscout in a loop every few minutes.
If run with the `--auto-update` flag, then the application performs the following steps:
* Queries an API endpoint used only by the t:connect mobile app which returns an internal event ID, corresponding to the most recent event published by the mobile app.
* Whenever the internal event ID changes (denoting that the mobile app uploaded new data to synchronize), perform all of the above mentioned steps to synchronize data.
## What Gets Synced
@@ -36,28 +36,31 @@ When setting up tconnectsync, you can choose to configure which synchronization
Here are a few examples of reasons why you might want to adjust the enabled synchronization features:
* If you currently input boluses into Nightscout manually with comments, then you may wish to _disable the `BOLUS` synchronization feature_ so that there are no duplicated boluses in Nightscout.
* If you want to see Sleep and Exercise Mode data appear in Nightscout, then you may wish to _enable the `PUMP_EVENTS` synchronization feature_.
* If you want to automatically update your Nightscout insulin profile settings from your pump, then you may wish to _enable the `PROFILES` synchronization feature_.
* If you want to see Sleep and Exercise Mode data appear in Nightscout, then you may with to _enable the `PUMP_EVENTS` synchronization feature_.
These synchronization features are enabled by default:
* `BASAL`: Basal data
* `BOLUS`: Bolus data
* `PUMP_EVENTS`: Events reported by the pump. Includes support for the following:
* Alarms, like cartridge out-of-insulin or pump malfunction
* Basal suspension (user or pump-initiated) and resume
* Cartridge, cannula, and tubing filled
* Sleep and exercise modes
* `PROFILES`: Insulin profile information, including segments, basal rates, correction factors, carb ratios, and the profile which is active.
The following synchronization features can be optionally enabled:
* `CGM`: Adds Dexcom CGM readings from the pump to Nightscout as SGV (sensor glucose value) entries. This should only be used in a situation where xDrip/Dexcom Share/etc. is not used and the pump connection to the CGM will be the only source of CGM data to Nightscout. **THIS WILL DELIVER CGM DATA WITH A SIGNIFICANT (>30 MINUTE) LAG AND SHOULD NOT BE USED AS A REPLACEMENT FOR DEXCOM SHARE OR OTHER REAL TIME MONITORING.**
* `PUMP_EVENTS`: Events reported by the pump. Includes support for the following:
* Site/Cartridge Change (occurs for both a site change and a cartridge change)
* Empty Cartridge/Pump Shutdown (from my investigation, occurs either when the cartridge runs out of insulin OR you hard-shut off the pump)
* User Suspended (occurs when you manually disable insulin delivery)
* Exercise Mode (in Nightscout, appears with a start and end time)
* Sleep Mode (in Nightscout, appears with a start and end time)
* `IOB`: Insulin-on-board data. Only the most recent IOB entry is saved to Nightscout, as an "activity". The Nightscout UI does not currently display this information. In order to read this value, you need to query the Nightscout activity API endpoint. If you don't know what that means, then there is no reason to enable this option.
The following synchronization features are under development, [**but are not yet ready for use**](https://github.com/jwoglom/tconnectsync/issues/16):
* `BOLUS_BG`: Adds BG readings which are associated with boluses on the pump into the Nightscout treatment object. It will determine whether the BG reading was automatically filled via the Dexcom connection on the pump or was manually entered by seeing if the BG reading matches the current CGM reading as known to the pump at that time. Support for this is nearly complete.
* `CGM`: Adds Dexcom CGM readings from the pump to Nightscout as SGV (sensor glucose value) entries. This should only be used in a situation where xDrip/Dexcom Share/etc. is not used and the pump connection to the CGM will be the only source of CGM data to Nightscout. This requires additional testing before it should be considered ready.
To specify custom synchronization features, pass the names of the desired features to the `--features` flag, e.g.:
```bash
$ tconnectsync --features BASAL BOLUS PUMP_EVENTS PROFILES
$ tconnectsync --features BASAL BOLUS PUMP_EVENTS
```
If you're using tconnectsync-heroku, see [this section in its README](https://github.com/jwoglom/tconnectsync-heroku#Updating-synchronization-features).
@@ -89,8 +92,8 @@ You should specify the following parameters:
TCONNECT_EMAIL='email@email.com'
TCONNECT_PASSWORD='password'
# OPTIONAL: Your region (US or EU)
TCONNECT_REGION=US
# Your pump's serial number (numeric)
PUMP_SERIAL_NUMBER=11111111
# URL of your Nightscout site
NS_URL='https://yournightscouturl/'
@@ -99,10 +102,6 @@ NS_SECRET='apisecret'
# Current timezone of the pump
TIMEZONE_NAME='America/New_York'
# OPTIONAL: Your pump's serial number (numeric)
PUMP_SERIAL_NUMBER=11111111
```
This file contains your t:connect username and password, Tandem pump serial number (which is utilized in API calls to t:connect), your Nightscout URL and secret token (for uploading data to Nightscout), and local timezone (the timezone used in t:connect). When specifying the timezone, enter a [TZ database name value](https://en.wikipedia.org/wiki/List_of_tz_database_time_zones).
@@ -118,14 +117,12 @@ First, ensure that you have **Python 3** with **Pip** installed:
* **On MacOS:** Open Terminal. Install [Homebrew](https://brew.sh/), and then run `brew install python3`
* **On Linux:** Follow your distribution's specific instructions.
- For Debian/Ubuntu based distros, `sudo apt install python3 python3-pip`
- For CentOS/Rocky Linux 8:
- For CentOS/Rocky Linux 8:
- `sudo dnf install python39-pip`
- `sudo alternatives --set python /usr/bin/python3.9`
* **On Windows:**
- **With WSL:** Install Ubuntu under the [Windows Subsystem for Linux](https://ubuntu.com/wsl).
Open the Ubuntu Terminal, then run `sudo apt install python3 python3-pip`.
Perform the remainder of the steps under the Ubuntu environment.
- **Native:** Alternatively, you can run tconnectsync in native Windows with no modifications. However, this is less well-tested (open a GitHub issue if you experience any problems).
- `sudo alternatives --set python /usr/bin/python3.9`
* **On Windows:** Install Ubuntu under the [Windows Subsystem for Linux](https://ubuntu.com/wsl).
Open the Ubuntu Terminal, then run `sudo apt install python3 python3-pip`.
Perform the remainder of the steps under the Ubuntu environment.
Now install the `tconnectsync` package with pip:
@@ -137,7 +134,7 @@ To install into a user environment instead of system-wide for a more contained i
$ pip3 install --user tconnectsync
````
- This will place the tconnectsync binary file at ``/home/<username>/.local/bin/tconnectsync``
- For non-WSL Windows, it will be in ``<PYTHON DIRECTORY>\Lib\site-packages\tconnectsync``
If the pip3 command is not found, run `python3 -m pip install tconnectsync` instead.
@@ -168,7 +165,7 @@ Move the `.env` file you created to the following folder:
* **MacOS:** `/Users/<username>/.config/tconnectsync/.env`
* **Linux:** `$HOME/.config/tconnectsync/.env`
* **Windows:** `$HOME/.config/tconnectsync/.env` (inside WSL) OR `C:\Users\<username>\.config\tconnectsync` (native Windows)
* **Windows:** `$HOME/.config/tconnectsync/.env` (inside WSL)
```
$ tconnectsync --check-login
@@ -381,36 +378,6 @@ An example `run.sh` if you built tconnectsync locally:
docker run tconnectsync --auto-update
```
#### Tuning Auto-Update
These optional environment variables control how `--auto-update` polls and how
it behaves when things go wrong. The defaults are sensible; you generally only
need these if you are seeing too many (or too few) restarts.
| Variable | Default | What it does |
| --- | --- | --- |
| `AUTOUPDATE_DEFAULT_SLEEP_SECONDS` | `300` | Poll interval when no better estimate is available. Also the ceiling for the retry backoff below. |
| `AUTOUPDATE_MAX_SLEEP_SECONDS` | `1500` | Upper bound on the adaptive poll interval, regardless of how rarely new data appears. |
| `AUTOUPDATE_UNEXPECTED_NO_INDEX_SLEEP_SECONDS` | `60` | How long to wait when new data is overdue based on the pump's previous cadence. |
| `AUTOUPDATE_USE_FIXED_SLEEP` | `false` | Set true to always sleep `AUTOUPDATE_DEFAULT_SLEEP_SECONDS` instead of adapting to the pump's observed upload cadence. |
| `AUTOUPDATE_API_FAILURE_MINUTES` | `45` | Exit with a non-zero code after this many minutes of unbroken API/network failure, so your container platform restarts tconnectsync and can alert you. Set `0` to never exit. |
| `AUTOUPDATE_NO_DATA_FAILURE_MINUTES` | `180` | Log an error if the pump has not reported new events for this long. Usually means the pump simply is not uploading. |
| `AUTOUPDATE_FAILURE_MINUTES` | `75` | Log an error if events are appearing but no data has synced successfully for this long. |
| `AUTOUPDATE_RESTART_ON_FAILURE` | `false` | Whether the two watchdogs above also exit non-zero. Independent of `AUTOUPDATE_API_FAILURE_MINUTES`. |
| `AUTOUPDATE_MAX_LOOP_INVOCATIONS` | `-1` | Stop after this many poll cycles. `-1` means run forever; mainly useful for testing. |
**On failures and restarts.** Transient errors (DNS blips, timeouts, HTTP 404/502/503
from Tandem) do not crash tconnectsync. It retries with a growing backoff — 30s,
60s, 120s, 240s, then holding at `AUTOUPDATE_DEFAULT_SLEEP_SECONDS` — and resets
as soon as a poll succeeds. Staying in-process matters: an exit discards the
cached credentials, so a restart loop means a fresh login on every attempt,
which risks tripping Tandem's rate limiting.
Only once the API has been failing continuously for `AUTOUPDATE_API_FAILURE_MINUTES`
does tconnectsync give up and exit, so that a genuine outage surfaces (roughly one
restart per hour) instead of disappearing into an endless quiet retry. Invalid
credentials are never retried — they exit immediately, since retrying cannot help.
### Running with Cron
If you choose not to run tconnectsync with `--auto-update` continuously,
@@ -433,27 +400,15 @@ An example of a user crontab `crontab -e` if not running system-wide, which runs
You can use one of the same `run.sh` files referenced above, but remove the `--auto-update` flag since you are handling the functionality for running the script periodically yourself.
### For Native Windows
Create a batch file 'tconnectsync.bat' file containing:
```
python "C:\Users\<USERNAME>\AppData\Local\Programs\Python\<PYTHONVERSIONDIRECTORY>\Lib\site-packages\tconnectsync\main.py" --auto-update
```
If `python` does not exist in your path, specify the full path to `python.exe`.
If main.py doesn't exist in `C:\Users\<USERNAME>\AppData\Local\Programs\Python\<PYTHONVERSIONDIRECTORY>\Lib\site-packages\tconnectsync\`, create it to match the copy in this repository.
[Use Windows Task Scheduler](https://www.windowscentral.com/how-create-automated-task-using-task-scheduler-windows-10) to run this batch file on a scheduled basis.
## Tandem APIs
As of version 2.0, tconnectsync retrieves all of its data from a single Tandem API, [**tandemsource**](https://github.com/jwoglom/tconnectsync/blob/master/tconnectsync/api/tandemsource.py), which powers [Tandem Source](https://source.tandemdiabetes.com/). After logging in, tconnectsync fetches the list of pumps on the account along with a stream of raw pump event data, which is decoded locally (see [`tconnectsync/eventparser`](https://github.com/jwoglom/tconnectsync/tree/master/tconnectsync/eventparser)) to extract basal, bolus, CGM, and other pump events.
This application utilizes three separate Tandem APIs for obtaining t:connect data, referenced here by the identifying part of their URLs:
> Earlier versions of tconnectsync (1.x) instead used three separate legacy t:connect APIs (`controliq`, `android`, and `tconnectws2`). Those APIs — and the code supporting them — were removed once t:connect was shut down in favor of Tandem Source.
* [**controliq**](https://github.com/jwoglom/tconnectsync/blob/master/tconnectsync/api/controliq.py) - Contains Control:IQ related data, namely a timeline of all Basal events uploaded by the pump, separated by type (temp basals, algorithmically-updated basals, or profile-updated basals). Additionally includes CGM and Bolus data.
* [**android**](https://github.com/jwoglom/tconnectsync/blob/master/tconnectsync/api/android.py) - Used internally by the t:connect Android app, these API endpoints were discovered by reverse-engineering the Android app. Most of the API endpoints are used for uploading pump data, and tconnectsync uses one endpoint which returns the most recent event ID uploaded by the pump, so we know when more data has been uploaded.
* [**tconnectws2**](https://github.com/jwoglom/tconnectsync/blob/master/tconnectsync/api/ws2.py) - More legacy than the others, this seems to power the bulk of the main t:connect website. It is used as a last resort due to severe performance issues with this API (see https://github.com/jwoglom/tconnectsync/issues/43). We can use it to retrieve a CSV export of non-ControlIQ basal data, as well as bolus and IOB data. It is only used for bolus data as a fallback, and for pump-reported IOB data if requested. Full tracking of pump events also uses a limited version of this API.
I have only tested tconnectsync with a Tandem pump set in the US Eastern timezone. Tandem's (to us, undocumented) APIs are a bit loose with timezones, so please let me know if you notice any timezone-related bugs.
I have only tested tconnectsync with a Tandem pump set in the US Eastern timezone. Tandem's (to us, undocumented) APIs are [a bit loose with timezones](https://github.com/jwoglom/tconnectsync/blob/master/tconnectsync/parser.py#L15), so please let me know if you notice any timezone-related bugs.
## Backfilling t:connect Data
To backfill existing t:connect data in to Nightscout, you can use the `--start-date` and `--end-date` options. For example, the following will upload all t:connect data between January 1st and March 1st, 2020 to Nightscout:
@@ -466,14 +421,14 @@ In order to bulk-import a lot of data, you may need to use shorter intervals, an
One oddity when backfilling data is that the Control:IQ specific API endpoints return errors if they are queried before you updated your pump to utilize Control:IQ. This is [partially worked around in tconnectsync's code](https://github.com/jwoglom/tconnectsync/blob/d841c3811aeff3671d941a7d3ff4b80cce6a219e/main.py#L238), but you might need to update the logic if you did not switch to a Control:IQ enabled pump immediately after launch.
## Tandem Source API Testing
## t:connect API Testing
To test Tandem Source API endpoints in a Python shell, you can do something like the following:
To test t:connect API endpoints in a Python shell, you can do something like the following:
```python
import tconnectsync
tconnectsync.util.cli.enable_logging()
api = tconnectsync.util.cli.get_api()
# Make API calls, e.g.
pumps = api.tandemsource.pump_event_metadata()
therapy_timeline = api.controliq.therapy_timeline('2022-08-01', '2022-08-10')
```
+6
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@@ -0,0 +1,6 @@
coverage:
status:
project:
default:
target: 50%
threshold: null
-225
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@@ -1,225 +0,0 @@
#!/usr/bin/env python3
"""
Sync event definitions from Tandem's official webapp and regenerate event classes.
Extracts the complete events.json from the JSON.parse() statement embedded in
Tandem's reports module JavaScript, updates local events.json, and regenerates
events.py with all event class definitions.
Usage:
python3 scripts/sync_tandem_events.py [--output FILE] <URL>
Example:
python3 scripts/sync_tandem_events.py \\
https://modules.us.tandemdiabetes.com/webapp/modules/reports-module/v1.8.0/2451.97042bc1.chunk.js
"""
import sys
import json
import subprocess
import requests
from pathlib import Path
DEFAULT_EVENTS_FILE = "tconnectsync/eventparser/events.json"
DEFAULT_GENERATOR = "build_events.py"
def fetch_module(url):
"""Fetch the minified JavaScript module from Tandem."""
print(f"Fetching Tandem module...", file=sys.stderr)
response = requests.get(url, timeout=30)
response.raise_for_status()
content = response.text
print(f"Fetched {len(content):,} bytes", file=sys.stderr)
return content
def extract_events_json_from_parse(js_content):
"""
Extract the complete events.json from the JSON.parse() statement.
Finds: JSON.parse('{"events":{...}}')
And returns the parsed events dictionary.
"""
start = js_content.find("JSON.parse('")
if start < 0:
return None
start += len("JSON.parse('")
# Find the matching closing brace
brace_count = 0
end = start
escape_next = False
for i in range(start, len(js_content)):
char = js_content[i]
if escape_next:
escape_next = False
continue
if char == '\\':
escape_next = True
continue
if char == '{':
brace_count += 1
elif char == '}':
brace_count -= 1
if brace_count == 0:
end = i + 1
break
if brace_count != 0:
return None
json_str = js_content[start:end]
# Unescape the string
json_str = json_str.replace('\\"', '"')
try:
return json.loads(json_str)
except json.JSONDecodeError:
return None
def load_existing_events(filepath):
"""Load the existing events.json file."""
if not Path(filepath).exists():
return {"events": {}}
try:
with open(filepath, 'r') as f:
data = json.load(f)
print(f"Loaded {len(data.get('events', {}))} existing events", file=sys.stderr)
return data
except Exception as e:
print(f"Warning: Could not load existing events.json: {e}", file=sys.stderr)
return {"events": {}}
def merge_events(existing_data, extracted_data):
"""
Merge extracted events with existing events.
Keeps all existing events and updates/adds with extracted ones.
"""
existing = existing_data.get('events', {})
extracted = extracted_data.get('events', {})
before_count = len(existing)
# Add/update extracted events
existing.update(extracted)
after_count = len(existing)
added = after_count - before_count
if added > 0:
print(f"Added {added} new events from Tandem module", file=sys.stderr)
else:
print(f"Updated {len(extracted)} events from Tandem module", file=sys.stderr)
return existing_data
def write_events_file(filepath, data):
"""Write events.json with proper formatting."""
if 'events' in data:
data['events'] = {
k: data['events'][k]
for k in sorted(data['events'].keys(), key=lambda x: int(x))
}
filepath = Path(filepath)
filepath.parent.mkdir(parents=True, exist_ok=True)
with open(filepath, 'w') as f:
json.dump(data, f, indent=2)
print(f"Wrote {len(data.get('events', {}))} events to {filepath}", file=sys.stderr)
def regenerate_events_py(events_json_path, generator_name):
"""Regenerate events.py from updated events.json."""
events_dir = Path(events_json_path).parent
generator_path = events_dir / generator_name
if not generator_path.exists():
print(f"⚠ Generator not found at {generator_path}", file=sys.stderr)
return False
print(f"Regenerating events.py...", file=sys.stderr)
try:
result = subprocess.run(
[sys.executable, generator_name],
cwd=str(events_dir),
capture_output=True,
text=True,
timeout=30
)
if result.returncode == 0:
# Write generated code to events.py
events_py = events_dir / 'events.py'
events_py.write_text(result.stdout)
print(f"✓ events.py regenerated ({len(result.stdout):,} bytes)", file=sys.stderr)
return True
else:
print(f"✗ Generator failed: {result.stderr}", file=sys.stderr)
return False
except subprocess.TimeoutExpired:
print("✗ Generator timed out", file=sys.stderr)
return False
except Exception as e:
print(f"✗ Error running generator: {e}", file=sys.stderr)
return False
def main():
import argparse
parser = argparse.ArgumentParser(
description='Sync event definitions from Tandem and regenerate events.py'
)
parser.add_argument('url', help='URL to Tandem JavaScript module')
parser.add_argument('--output', default=DEFAULT_EVENTS_FILE, help='Output events.json path')
parser.add_argument('--no-generate', action='store_true', help='Skip events.py regeneration')
args = parser.parse_args()
try:
js_content = fetch_module(args.url)
extracted_data = extract_events_json_from_parse(js_content)
if not extracted_data:
print("✗ Could not extract events.json from Tandem module", file=sys.stderr)
sys.exit(1)
extracted_events = extracted_data.get('events', {})
print(f"✓ Extracted {len(extracted_events)} events from Tandem module", file=sys.stderr)
existing_data = load_existing_events(args.output)
merged_data = merge_events(existing_data, extracted_data)
write_events_file(args.output, merged_data)
if not args.no_generate:
regenerate_events_py(args.output, DEFAULT_GENERATOR)
print(f"\n✓ Done", file=sys.stderr)
except requests.exceptions.RequestException as e:
print(f"✗ Network error: {e}", file=sys.stderr)
sys.exit(1)
except Exception as e:
print(f"✗ Error: {e}", file=sys.stderr)
sys.exit(1)
if __name__ == '__main__':
main()
+3 -24
View File
@@ -1,9 +1,9 @@
[metadata]
name = tconnectsync
version = 3.0.1
author = James Woglom
version = 0.8.6
author = James Woglom
author_email = j@wogloms.net
description = Syncs Tandem Source (formerly t:connect) insulin pump data to Nightscout for the t:slim X2 and Tandem Mobi
description = Syncs Tandem t:connect pump data to Nightscout for the t:slim X2
long_description = file: README.md
long_description_content_type = text/markdown
url = https://github.com/jwoglom/tconnectsync
@@ -25,18 +25,6 @@ install_requires =
arrow
lxml
python-dotenv
requests-mock
pysocks
urllib3
requests
requests-oidc
PyJWT==2.8.0
cryptography==43.0.1; python_version < "3.9"
cryptography; python_version >= "3.9"
dataclasses-json
cffi
typing-extensions
importlib-metadata; python_version < "3.8"
[options.packages.find]
where = .
@@ -47,12 +35,3 @@ exclude =
[options.entry_points]
console_scripts =
tconnectsync = tconnectsync:main
[mypy]
files =
tconnectsync
follow_imports = silent
ignore_missing_imports = True
# Third-party deps such as requests ship no type stubs; treat them as untyped
# instead of failing (older mypy does not silence this via ignore_missing_imports).
disable_error_code = import-untyped
+16 -53
View File
@@ -3,20 +3,11 @@ import datetime
import arrow
import argparse
import logging
import typing
# Required for cryptography lib in python 3.7
if sys.version_info < (3, 8):
import typing_extensions
typing.Protocol = typing_extensions.Protocol
from importlib_metadata import PackageNotFoundError, version
else:
from importlib.metadata import PackageNotFoundError, version
import pkg_resources
from .api import TConnectApi
from .sync.tandemsource.autoupdate import TandemSourceAutoupdate
from .sync.tandemsource.choose_device import ChooseDevice as TandemSourceChooseDevice
from .sync.tandemsource.process import ProcessTimeRange as TandemSourceProcessTimeRange
from .process import process_time_range
from .autoupdate import Autoupdate
from .check import check_login
from .nightscout import NightscoutApi
from .features import DEFAULT_FEATURES, ALL_FEATURES
@@ -25,22 +16,19 @@ try:
from .secret import (
TCONNECT_EMAIL,
TCONNECT_PASSWORD,
TCONNECT_REGION,
NS_URL,
NS_SECRET,
NS_SKIP_TLS_VERIFY,
PUMP_SERIAL_NUMBER,
NS_IGNORE_CONN_ERRORS
NS_SKIP_TLS_VERIFY
)
from . import secret
except Exception as e:
print('Unable to read secrets from secret.py', e)
except Exception:
print('Unable to read secret.py')
sys.exit(1)
try:
__version__ = version("tconnectsync")
except PackageNotFoundError:
__version__ = pkg_resources.require("tconnectsync")[0].version
except Exception:
__version__ = "UNKNOWN"
def parse_args(*args, **kwargs):
@@ -54,8 +42,6 @@ def parse_args(*args, **kwargs):
parser.add_argument('--auto-update', dest='auto_update', action='store_const', const=True, default=False, help='If set, continuously checks for updates from t:connect and syncs with Nightscout.')
parser.add_argument('--check-login', dest='check_login', action='store_const', const=True, default=False, help='If set, checks that the provided t:connect credentials can be used to log in.')
parser.add_argument('--features', dest='features', nargs='+', default=DEFAULT_FEATURES, choices=ALL_FEATURES, help='Specifies what data should be synchronized between tconnect and Nightscout.')
parser.add_argument('--tandem-source', dest='tandem_source', action='store_const', const=True, default=True, help=argparse.SUPPRESS) # no longer used
parser.add_argument('--region', dest='region', type=str, choices=['US', 'EU'], default=None, help='Tandem t:connect server region (US or EU). If not specified, uses TCONNECT_REGION from configuration or defaults to US.')
return parser.parse_args(*args, **kwargs)
@@ -87,44 +73,21 @@ def main(*args, **kwargs):
if time_end < time_start:
raise Exception('time_start must be before time_end')
# Determine region: command line arg takes precedence, then config, then default to US
region = args.region if args.region else TCONNECT_REGION
tconnect = TConnectApi(TCONNECT_EMAIL, TCONNECT_PASSWORD)
if TCONNECT_EMAIL == 'email@email.com':
logging.warn('NO USERNAME WAS PROVIDED. Ensure you have set TCONNECT_EMAIL appropriately.')
if TCONNECT_PASSWORD == 'password':
logging.warn('NO PASSWORD WAS PROVIDED. Ensure you have set TCONNECT_PASSWORD appropriately.')
if NS_URL == 'https://yournightscouturl/':
logging.warn('NO NIGHTSCOUT URL WAS PROVIDED. Ensure your have set NS_URL appropriately.')
if PUMP_SERIAL_NUMBER == '11111111':
if args.tandem_source:
secret.PUMP_SERIAL_NUMBER = None
else:
logging.warn('NO PUMP SERIAL NUMBER WAS PROVIDED. Ensure you have set PUMP_SERIAL_NUMBER appropriately.')
tconnect = TConnectApi(TCONNECT_EMAIL, TCONNECT_PASSWORD, region)
nightscout = NightscoutApi(NS_URL, NS_SECRET, skip_verify=NS_SKIP_TLS_VERIFY, ignore_conn_errors=NS_IGNORE_CONN_ERRORS)
nightscout = NightscoutApi(NS_URL, NS_SECRET, NS_SKIP_TLS_VERIFY)
if args.check_login:
return check_login(tconnect, time_start, time_end)
logging.warning("THIS VERSION OF TCONNECTSYNC READS DATA FROM TANDEM SOURCE, AND MAY CONTAIN BUGS!")
logging.info("You may notice different behavior compared to older versions which utilized t:connect data sources.")
logging.info("To report a bug or to get help, see https://github.com/jwoglom/tconnectsync/issues")
logging.info(f"Using Tandem t:connect region: {region}")
logging.info("Enabled features: " + ", ".join(args.features))
if args.check_login:
args.pretend = True
if args.auto_update:
u = TandemSourceAutoupdate(secret)
sys.exit(u.process(tconnect, nightscout, args.pretend, features=args.features))
print("Starting auto-update between", time_start, "and", time_end, "(PRETEND)" if args.pretend else "")
u = Autoupdate(secret)
sys.exit(u.process(tconnect, nightscout, time_start, time_end, args.pretend, features=args.features))
else:
tconnectDevice = TandemSourceChooseDevice(secret, tconnect).choose()
added, last_event_id = TandemSourceProcessTimeRange(tconnect, nightscout, tconnectDevice, pretend=args.pretend, secret=secret, features=args.features).process(time_start, time_end)
print("Processing data between", time_start, "and", time_end, "(PRETEND)" if args.pretend else "")
added = process_time_range(tconnect, nightscout, time_start, time_end, args.pretend, features=args.features)
print("Added", added, "items")
# return exit code 0 if processed events
sys.exit(0 if added>0 else 1)
-4
View File
@@ -1,4 +0,0 @@
from . import main
if __name__ == "__main__":
main()
+52 -15
View File
@@ -1,30 +1,67 @@
import logging
from .tandemsource import TandemSourceApi
from .. import secret
from .android import AndroidApi
from .controliq import ControlIQApi
from .ws2 import WS2Api
from .webui import WebUIScraper
logger = logging.getLogger(__name__)
"""A wrapper for the Tandem Source API."""
"""A wrapper for the three different t:connect API types."""
class TConnectApi:
email = None
password = None
def __init__(self, email, password, region=None):
def __init__(self, email, password):
self.email = email
self.password = password
# A caller which does not pass a region (e.g. tconnectsync-heroku)
# must get the configured TCONNECT_REGION, not a hardcoded US
# default which would send EU accounts to the US endpoints (#152).
self.region = region or secret.TCONNECT_REGION
self._tandemsource = None
self._ciq = None
self._ws2 = None
self._android = None
self._webui = None
@property
def tandemsource(self):
if self._tandemsource and not self._tandemsource.needs_relogin():
return self._tandemsource
def controliq(self):
if self._ciq and not self._ciq.needs_relogin():
return self._ciq
logger.debug(f"Instantiating new TandemSourceApi for region {self.region}")
logger.debug("Instantiating new ControlIQApi")
self._ciq = ControlIQApi(self.email, self.password)
return self._ciq
@property
def ws2(self):
if self._ws2:
return self._ws2
logger.debug("Instantiating new WS2Api")
# Trigger login or re-login via controliq api if necessary
# so userGuid can be accessed from it
self.controliq
self._ws2 = WS2Api(self._ciq.userGuid)
return self._ws2
@property
def android(self):
if self._android and not self._android.needs_relogin():
return self._android
logger.debug("Instantiating new AndroidApi")
self._android = AndroidApi(self.email, self.password)
return self._android
@property
def webui(self):
if self._webui and not self._webui.needs_relogin():
return self._webui
logger.debug("Instantiating new WebUIScraper")
self._webui = WebUIScraper(self.controliq)
return self._webui
self._tandemsource = TandemSourceApi(self.email, self.password, self.region)
return self._tandemsource
+169
View File
@@ -0,0 +1,169 @@
import requests
import json
import urllib
import datetime
import csv
import base64
import arrow
import time
import logging
from bs4 import BeautifulSoup
from ..util import timeago
from .common import ApiException, ApiLoginException, parse_date, base_session
logger = logging.getLogger(__name__)
"""
The AndroidApi class contains methods which are queried in the t:connect
Android application. These methods are a part of the tdc API which require
Android specific credentials.
"""
class AndroidApi:
BASE_URL = 'https://tdcservices.tandemdiabetes.com/'
OAUTH_TOKEN_PATH = 'cloud/oauth2/token'
OAUTH_SCOPES = 'cloud.account cloud.upload cloud.accepttcpp cloud.email cloud.password'
# These credentials are found in source code
ANDROID_API_USERNAME = base64.b64decode('QzIzMzFDRDYtRDQ1MC00OTVFLTlDMTktNjcyMTUyMzBDODVD').decode()
ANDROID_API_PASSWORD = base64.b64decode('dHo0MzNLVzVRREM5VjdmIXo2QF4ybyZZNlNHR1lo').decode()
ANDROID_USER_AGENT = 'Dalvik/2.1.0 (Linux; U; Android 12; Pixel 4a Build/SP2A.220305.012)'
# These tokens are separate from the "standard" tdcservices API
accessToken = None
accessTokenExpiresAt = None
refreshToken = None
refreshTokenExpiresAt = None
userId = None
patientObjectId = None
def __init__(self, email, password):
self.session = base_session()
self.login(email, password)
self._email = email
self._password = password
def login(self, email, password):
r = self.session.post(
self.BASE_URL + self.OAUTH_TOKEN_PATH,
{
'username': email,
'password': password,
'grant_type': 'password',
'scope': self.OAUTH_SCOPES
},
headers={
'Content-Type': 'application/x-www-form-urlencoded; charset=UTF-8',
'User-Agent': self.ANDROID_USER_AGENT
},
auth=requests.auth.HTTPBasicAuth(self.ANDROID_API_USERNAME, self.ANDROID_API_PASSWORD)
)
if r.status_code != 200:
raise ApiLoginException(r.status_code, 'Received HTTP %s during login: %s' % (r.status_code, r.text))
j = r.json()
if "user" not in j or not j["user"]:
raise ApiException(r.status_code, 'No user details present in AndroidApi oauth response: %s' % r.text)
self.accessToken = j["accessToken"]
self.accessTokenExpiresAt = j["accessTokenExpiresAt"]
# NOTE: the refresh token is currently unused, instead a new access
# token is obtained from scratch by re-logging in when it expires.
self.refreshToken = j["refreshToken"]
self.refreshTokenExpiresAt = j["refreshTokenExpiresAt"]
self.userId = j["user"]["id"]
logger.info("Logged in to AndroidApi successfully (expiration: %s, %s)" % (self.accessTokenExpiresAt, timeago(self.accessTokenExpiresAt)))
def needs_relogin(self):
diff = (arrow.get(self.accessTokenExpiresAt) - arrow.get())
return (diff.seconds <= 5 * 60)
def api_headers(self):
if not self.accessToken:
raise Exception('No access token')
return {'Authorization': 'Bearer %s' % self.accessToken}
def _get(self, endpoint, query={}, **kwargs):
r = self.session.get(self.BASE_URL + endpoint, data=query, headers={
'User-Agent': self.ANDROID_USER_AGENT,
'Content-Type': 'application/json',
**self.api_headers()
}, **kwargs)
if r.status_code != 200:
raise ApiException(r.status_code, "Android API HTTP %s response: %s" % (str(r.status_code), r.text))
return r.json()
def get(self, endpoint, query={}, tries=0, **kwargs):
try:
return self._get(endpoint, query, **kwargs)
except ApiException as e:
if tries > 0:
raise ApiException(e.status_code, "Android API HTTP %s on retry #%d: %s" % (e.status_code, tries, e))
# Trigger automatic re-login, and try again once
if e.status_code == 401:
self.accessTokenExpiresAt = time.time()
self.login(self._email, self._password)
return self.get(endpoint, query, tries=tries+1, **kwargs)
if e.status_code == 500:
return self.get(endpoint, query, tries=tries+1, **kwargs)
raise e
def post(self, endpoint, query={}, **kwargs):
r = self.session.post(self.BASE_URL + endpoint, query, headers=self.api_headers(), **kwargs)
if r.status_code != 200:
raise ApiException(r.status_code, "Internal API HTTP %s response: %s" % (str(r.status_code), r.text))
return r.json()
"""
Returns the most recent event ID that was uploaded for the given pump.
{'maxPumpEventIndex': <integer>, 'processingStatus': 1}
"""
def last_event_uploaded(self, pump_serial_number):
return self.get('cloud/upload/getlasteventuploaded?sn=%d' % pump_serial_number)
"""
Returns user login information about a tconnect account.
{'firstName': <string>, 'lastName': <string>, 'birthDate': 'YYYY-MM-DDT00:00:00.000Z',
'emailAddress': <string>, 'secretQuestion': <string>, 'secretAnswer': <string>,
'secretQuestionId': <integer>}
"""
def patient_info(self):
return self.get('cloud/account/patient_info')
# TODO: these methods are used in the web app, not the Android app,
# but support the same auth tokens and are on this domain. They should
# be moved to a new Api class.
# 3/17/2022: the API appears to be more stringently checking scopes,
# and some of these endpoints no longer work with the API token scoped
# to the Android app.
"""
Returns BG and pump threshold values.
{'targetBGHigh': <integer>, 'targetBGLow': <integer>, 'hypoThreshold': <integer>,
'hyperThreshold': <integer>, 'siteChangeThreshold': <integer>,
'cartridgeChangeThreshold': <integer>, 'tubingChangeThreshold': <integer>}
"""
def therapy_thresholds(self):
return self.get('cloud/usersettings/api/therapythresholds?userId=%s' % self.userId)
"""
Returns therapy-related user information about a tconnect account.
{'userID': <string>, 'targetBgHigh': <integer>, 'targetBgLow': <integer>,
'hypoThreshold': <integer>, 'hyperThreshold': <integer>,
'dateOfBirth': 'YYYY-MM-DDT00:00:00', 'age': <integer>,
'patientFullName': <string>, 'caregiverDateOfBirth': <string>,
'hasCGM': <bool>, 'hasBASALIQ': <bool>, 'hasControlIQ': <bool>}
"""
def user_profile(self):
return self.get('cloud/usersettings/api/UserProfile?userId=%s' % self.userId)
+1 -33
View File
@@ -1,8 +1,6 @@
import datetime
from typing import List, Tuple
import requests
import random
import arrow
from tconnectsync import secret
@@ -11,14 +9,6 @@ def parse_date(date):
return date
return (date or datetime.datetime.now()).strftime('%m-%d-%Y')
def parse_ymd_date(date):
if type(date) == str:
date = arrow.get(date)
return (date or datetime.datetime.now()).strftime('%Y-%m-%d')
def parsed_date_to_arrow(date):
return arrow.get(datetime.datetime.strptime(date, '%m-%d-%Y'))
USER_AGENTS = [
'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_6) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/102.0.0.0 Safari/537.36',
'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_2) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/79.0.3945.88 Safari/537.36',
@@ -107,32 +97,10 @@ def base_session():
s.request = wrapped_request.__get__(s, requests.Session)
return s
def days_between(start, end) -> int:
diff = arrow.get(end) - arrow.get(start)
return diff.days
# both inclusive
def split_days_range(start_a, end_a, days: int = 5) -> List[Tuple[arrow.Arrow, arrow.Arrow]]:
ranges = []
start = arrow.get(start_a)
end = arrow.get(end_a)
cur_s = start
cur = start
while cur <= end:
if (cur - cur_s).days >= days-1:
ranges.append((cur_s, cur))
cur_s = cur + datetime.timedelta(days=1)
cur += datetime.timedelta(days=1)
if len(ranges) > 0 and (end - ranges[-1][-1]).days > 0:
ranges.append((cur_s, end))
return ranges
class ApiException(Exception):
def __init__(self, status_code, text, *args, **kwargs):
self.status_code = status_code
super().__init__('%s%s' % (text, ' (HTTP %s)' % status_code if status_code else ''), *args, **kwargs)
super().__init__('%s (HTTP %s)' % (text, status_code), *args, **kwargs)
class ApiLoginException(ApiException):
pass
+162
View File
@@ -0,0 +1,162 @@
import urllib
import arrow
import time
import logging
from bs4 import BeautifulSoup
from ..util import timeago
from .common import parse_date, base_headers, base_session, ApiException, ApiLoginException
logger = logging.getLogger(__name__)
class ControlIQApi:
BASE_URL = 'https://tdcservices.tandemdiabetes.com/'
LOGIN_URL = 'https://tconnect.tandemdiabetes.com/login.aspx?ReturnUrl=%2f'
LAST_CONFIRMED_SOFTWARE_VERSION = 't:connect 7.14.0.1'
userGuid = None
accessToken = None
accessTokenExpiresAt = None
tconnect_software_ver = None
def __init__(self, email, password):
self.login(email, password)
self._email = email
self._password = password
def login(self, email, password):
logger.info("Logging in to ControlIQApi...")
with base_session() as s:
initial = s.get(self.LOGIN_URL, headers=base_headers())
soup = BeautifulSoup(initial.content, features='lxml')
data = self._build_login_data(email, password, soup)
req = s.post(self.LOGIN_URL, data=data, headers={'Referer': self.LOGIN_URL, **base_headers()}, allow_redirects=False)
if req.status_code != 302:
raise ApiLoginException(req.status_code, 'Error logging in to t:connect. Check your login credentials.')
fwd = s.post(urllib.parse.urljoin(self.LOGIN_URL, req.headers['Location']), cookies=req.cookies, headers=base_headers())
if fwd.status_code != 200:
raise ApiException(fwd.status_code, 'Error retrieving t:connect login cookies.')
self.userGuid = req.cookies['UserGUID']
self.accessToken = req.cookies['accessToken']
self.accessTokenExpiresAt = req.cookies['accessTokenExpiresAt']
logger.info("Logged in to ControlIQApi successfully (expiration: %s, %s)" % (self.accessTokenExpiresAt, timeago(self.accessTokenExpiresAt)))
self.loginSession = s
return True
def _build_login_data(self, email, password, soup):
try:
version = soup.select_one("#footer_version").text.strip()
self.tconnect_software_ver = version
logger.info("Reported tconnect software version: %s" % version)
if version != self.LAST_CONFIRMED_SOFTWARE_VERSION:
logger.warn("Newer API version than last confirmed working. Saw %s and expected %s" % (version, self.LAST_CONFIRMED_SOFTWARE_VERSION))
logger.warn("If you experience any issues, please report them to https://github.com/jwoglom/tconnectsync")
except Exception:
logger.warn("Unable to find tconnect software version")
pass
return {
"__LASTFOCUS": "",
"__EVENTTARGET": "ctl00$ContentBody$LoginControl$linkLogin",
"__EVENTARGUMENT": "",
"__VIEWSTATE": soup.select_one("#__VIEWSTATE")["value"],
"__VIEWSTATEGENERATOR": soup.select_one("#__VIEWSTATEGENERATOR")["value"],
"__EVENTVALIDATION": soup.select_one("#__EVENTVALIDATION")["value"],
"ctl00$ContentBody$LoginControl$txtLoginEmailAddress": email,
"txtLoginEmailAddress_ClientState": '{"enabled":true,"emptyMessage":"","validationText":"%s","valueAsString":"%s","lastSetTextBoxValue":"%s"}' % (email, email, email),
"ctl00$ContentBody$LoginControl$txtLoginPassword": password,
"txtLoginPassword_ClientState": '{"enabled":true,"emptyMessage":"","validationText":"%s","valueAsString":"%s","lastSetTextBoxValue":"%s"}' % (password, password, password)
}
def needs_relogin(self):
diff = (arrow.get(self.accessTokenExpiresAt) - arrow.get())
return (diff.seconds <= 5 * 60)
def api_headers(self):
if not self.accessToken:
raise Exception('No access token provided')
return {
'Authorization': 'Bearer %s' % self.accessToken,
'Origin': 'https://tconnect.tandemdiabetes.com',
'Referer': 'https://tconnect.tandemdiabetes.com/',
**base_headers()
}
def _get(self, endpoint, query):
r = base_session().get(self.BASE_URL + endpoint, data=query, headers=self.api_headers())
if r.status_code != 200:
raise ApiException(r.status_code, "ControlIQ API HTTP %s response: %s" % (str(r.status_code), r.text))
return r.json()
def get(self, endpoint, query, tries=0):
try:
return self._get(endpoint, query)
except ApiException as e:
logger.warning("Received ApiException in ControlIQApi with endpoint '%s' (tries %d): %s" % (endpoint, tries, e))
if tries > 0:
raise ApiException(e.status_code, "ControlIQ API HTTP %d on retry #%d: %s", e.status_code, tries, e)
# Trigger automatic re-login, and try again once
if e.status_code == 401:
logger.info("Performing automatic re-login after HTTP 401 for ControlIQApi")
self.accessTokenExpiresAt = time.time()
self.login(self._email, self._password)
return self.get(endpoint, query, tries=tries+1)
if e.status_code == 500:
return self.get(endpoint, query, tries=tries+1)
raise e
"""
Returns detailed basal event information and reasons for delivery suspension.
End-date inclusive: Returns data from 00:00 on start date to 23:59 on end date.
"""
def therapy_timeline(self, start=None, end=None):
startDate = parse_date(start)
endDate = parse_date(end)
# Microsoft-Azure-Application-Gateway/v2 WAF error message appears
# if startDate and endDate are not specified in exactly this order.
return self.get('tconnect/controliq/api/therapytimeline/users/%s?startDate=%s&endDate=%s' % (self.userGuid, startDate, endDate), {})
"""
Returns a summary of pump and cgm activity.
{'averageReading': <integer>, 'timeInUseMinutes': <integer>, 'controlIqSetToOffMinutes': <integer>,
'cgmInactiveMinutes': <integer>, 'pumpInactiveMinutes': <integer>, 'averageDailySleepMinutes': <integer>,
'weeklyExerciseEvents': <integer>, 'timeInUsePercent': <integer>, 'controlIqOffPercent': <integer>,
'cgmInactivePercent': <integer>, 'pumpInactivePercent': <integer>, 'totalDays': <integer>}
"""
def dashboard_summary(self, start, end):
startDate = parse_date(start)
endDate = parse_date(end)
return self.get('tconnect/controliq/api/summary/users/%s?startDate=%s&endDate=%s' % (self.userGuid, startDate, endDate), {})
"""
Returns active account features, including the date when ControlIQ was enabled.
[{"serialNumber": "11111111", "features": {"controlIQ": {"feature": 1, "dateTimeFirstDetected": "YYYY-MM-DD:THH:MM:SS", "unixTimestamp": 1111111111}}}]
"""
def pumpfeatures(self):
return self.get('tconnect/controliq/api/pumpfeatures/users/%s' % self.userGuid, {})
"""
Returns therapy events, used by the webui Therapy Timeline.
{'event': [
{'type': 'Basal', 'basalRate': ...},
{'type': 'Bolus', 'standard': ...},
{'type': 'CGM', 'egv': ...}
]}
"""
def therapy_events(self, start_date=None, end_date=None):
startDate = parse_date(start_date)
endDate = parse_date(end_date)
return self.get('tconnect/therapyevents/api/TherapyEvents/%s/%s/false?userId=%s' % (startDate, endDate, self.userGuid), {})
-707
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@@ -1,707 +0,0 @@
import urllib
import arrow
import time
import logging
import json
import base64
import hashlib
import os
import jwt
import pickle
from typing import Any, Dict, Iterator, List, Optional, Tuple
try:
from typing import TypedDict
except ImportError: # Python 3.7
from typing_extensions import TypedDict
from requests_oidc import make_auth_code_session
from requests_oidc.plugins import OSCachedPlugin
from requests_oidc.utils import ServerDetails
from requests_oauthlib import OAuth2Session
from jwt.algorithms import RSAAlgorithm
from cryptography.hazmat.primitives.asymmetric.rsa import RSAPublicKey
from ..util import timeago, cap_length
from .common import parse_ymd_date, base_headers, base_session, ApiException, ApiLoginException
from .. import secret
from ..secret import CACHE_CREDENTIALS, CACHE_CREDENTIALS_PATH, TIMEZONE_NAME
from ..eventparser.generic import Events
logger = logging.getLogger(__name__)
def naive_local_to_utc(value: Optional[str]) -> Optional[str]:
"""Normalize a BFF pump-local naive wall-clock timestamp to a true UTC
ISO-8601 string.
The BFF sends maxDateOfEvents / availableDataRange.start with no tz
(e.g. "2022-02-16T22:45:58") even though they are the pump's local
wall-clock time. Downstream consumers parse them with arrow.get(...),
which assumes UTC, and compare against arrow.utcnow() / time.time()
(real UTC), so we shift them here by interpreting the naive value in the
configured TIMEZONE_NAME and converting to UTC. Values that already
carry a tz (defensive; not seen for these two fields) are passed
through unchanged so we never double-shift. None passes through as None
(never-uploaded pumps).
"""
if not value:
return value
# If the string already carries a tz (a trailing 'Z' or a +HH:MM /
# -HH:MM offset after the time portion), trust it and never double-shift.
# Otherwise it's a naive pump-local wall-clock value: interpret it in the
# configured TIMEZONE_NAME. (Per the BFF data these two fields are always
# naive; the has-tz branch is purely defensive.)
time_part = value.split('T', 1)[-1]
has_tz = value.endswith('Z') or '+' in time_part or '-' in time_part
if has_tz:
parsed = arrow.get(value)
else:
parsed = arrow.get(value, tzinfo=TIMEZONE_NAME)
return parsed.to('UTC').isoformat()
class JwtClaims(TypedDict, total=False):
"""Decoded OIDC id_token claims stored on TandemSourceApi.jwtData.
pumperId and accountId are UUID strings (not ints); the *time/iat/exp/nbf
fields are unix timestamps.
"""
iss: str
nbf: int
iat: int
exp: int
aud: str
amr: List[str]
at_hash: str
sid: str
sub: str
auth_time: int
idp: str
email: str
tandem_roles: List[str]
roles: List[str]
accountId: str
pumperId: str
countrySubdivision: str
preferredLanguage: str
family_name: str
given_name: str
preferred_username: str
name: str
email_verified: bool
class AvailableDataRange(TypedDict):
"""`availableDataRange` on a BffPump. start/end are ISO-8601 datetime
strings, or null for a pump that has never uploaded."""
start: Optional[str]
end: Optional[str]
class PumpSettingsEnvelope(TypedDict):
"""`settings` on a BffPump. `details` is the full pump settings blob,
parsed by tconnectsync.domain.tandemsource.pump_settings.PumpSettings."""
id: str
deviceAssignmentId: str
uploadedTimeStamp: str
settingsHash: str
uploadId: str
details: dict
class BffPumpRequired(TypedDict):
"""Fields always present on a BffPump, even for a never-uploaded pump
(verified against a real captured GET api/reports/bff/pumper/{pumperId}
response).
`assignmentId` is the pump's UUID device id used as the path segment for
the pump-logs endpoint (replaces the old numeric tconnectDeviceId).
"""
assignmentId: str
serialNumber: str
modelNumber: str
modelName: str
softwareVersion: str
class BffPump(BffPumpRequired, total=False):
"""One element of BffPumper.pumps, from GET api/reports/bff/pumper/{pumperId}.
Extends BffPumpRequired with fields that are null or absent for
never-uploaded or retired pumps (settings, *Date*, lastUploadClientType,
glucoseUnit, availableDataRange.start/end), hence total=False. `algorithm`
is optional in the canonical BFF source (PumpAlgorithm | undefined) and so
must be accessed defensively.
"""
algorithm: Optional[str]
availableDataRange: AvailableDataRange
glucoseUnit: Optional[str]
lastUploadDate: Optional[str]
maxDateOfEvents: Optional[str]
partNumber: str
lastUploadClientType: Optional[str]
settings: Optional[PumpSettingsEnvelope]
class BffPumper(TypedDict, total=False):
"""Response of GET api/reports/bff/pumper/{pumperId} (the BFF device list
that replaces pumpeventmetadata)."""
firstName: str
lastName: str
name: str
dateOfBirth: str
lowGlucoseThreshold: int
highGlucoseThreshold: int
country: str
pumps: List[BffPump]
class PumpLogEvent(TypedDict):
"""One entry in a PumpLogsResponse (events[] or clockChanges[]) from
GET api/reports/bff/pump-logs/{deviceAssignmentId}. The server pre-decodes
each event, so eventProperties holds already-decoded per-event fields
(values are int/float/list/str keyed by camelCase field name).
pumpDateTime is the pump's local wall-clock time (ISO-8601, no tz);
estimatedDateTime is the same value with a 'Z' suffix. eventCode matches
the numeric event id in EVENT_IDS; sequenceNumber is the old seqNum.
"""
deviceAssignmentId: str
eventCode: int
sequenceGroup: int
sequenceNumber: int
pumpDateTime: str
eventProperties: Dict[str, Any]
estimatedDateTime: str
class PumpLogsResponse(TypedDict):
"""Response of GET api/reports/bff/pump-logs/{deviceAssignmentId}. Replaces
the old base64 reportsfacade/pumpevents payload. clockChanges (eventCodes
13/14) are returned separately and span the device's full history."""
events: List[PumpLogEvent]
clockChanges: List[PumpLogEvent]
class TandemSourceApi:
# Common URLs that are shared between regions
LOGIN_PAGE_URL = 'https://sso.tandemdiabetes.com/'
TDC_AUTH_CALLBACK_URL = 'https://sso.tandemdiabetes.com/auth/callback'
# US Region URLs (default)
_US_URLS = {
'LOGIN_API_URL': 'https://tdcservices.tandemdiabetes.com/accounts/api/login',
'TDC_OAUTH_AUTHORIZE_URL': 'https://tdcservices.tandemdiabetes.com/accounts/api/oauth2/v1/authorize',
'TDC_OIDC_JWKS_URL': 'https://tdcservices.tandemdiabetes.com/accounts/api/.well-known/openid-configuration/jwks',
'TDC_OIDC_ISSUER': 'https://tdcservices.tandemdiabetes.com/accounts/api',
'TDC_OIDC_CLIENT_ID': '0oa4wnbvtladeyVZX4h7',
'SOURCE_URL': 'https://source.tandemdiabetes.com/',
'REDIRECT_URI': 'https://sso.tandemdiabetes.com/auth/callback',
'TOKEN_ENDPOINT': 'https://tdcservices.tandemdiabetes.com/accounts/api/connect/token',
'AUTHORIZATION_ENDPOINT': 'https://tdcservices.tandemdiabetes.com/accounts/api/connect/authorize'
}
# EU Region URLs
_EU_URLS = {
'LOGIN_API_URL': 'https://tdcservices.eu.tandemdiabetes.com/accounts/api/login',
'TDC_OAUTH_AUTHORIZE_URL': 'https://tdcservices.eu.tandemdiabetes.com/accounts/api/oauth2/v1/authorize',
'TDC_OIDC_JWKS_URL': 'https://tdcservices.eu.tandemdiabetes.com/accounts/api/.well-known/openid-configuration/jwks',
'TDC_OIDC_ISSUER': 'https://tdcservices.eu.tandemdiabetes.com/accounts/api',
'TDC_OIDC_CLIENT_ID': '1519e414-eeec-492e-8c5e-97bea4815a10',
'SOURCE_URL': 'https://source.eu.tandemdiabetes.com/',
'REDIRECT_URI': 'https://source.eu.tandemdiabetes.com/authorize/callback',
'TOKEN_ENDPOINT': 'https://tdcservices.eu.tandemdiabetes.com/accounts/api/connect/token',
'AUTHORIZATION_ENDPOINT': 'https://tdcservices.eu.tandemdiabetes.com/accounts/api/connect/authorize'
}
def __init__(self, email: str, password: str, region: Optional[str] = None) -> None:
# No region means "use the configured TCONNECT_REGION": a hardcoded
# US default would send EU accounts to the US endpoints (#152).
if not region:
region = secret.TCONNECT_REGION
if not region:
raise ValueError("No region configured. Set TCONNECT_REGION to 'US' or 'EU'.")
self.region = region.upper()
if self.region not in ['US', 'EU']:
raise ValueError(f"Invalid region '{region}'. Must be 'US' or 'EU'.")
self._region_urls = self._US_URLS if self.region == 'US' else self._EU_URLS
self.login(email, password)
self._email = email
self._password = password
@property
def LOGIN_API_URL(self) -> str:
return self._region_urls['LOGIN_API_URL']
@property
def TDC_OAUTH_AUTHORIZE_URL(self) -> str:
return self._region_urls['TDC_OAUTH_AUTHORIZE_URL']
@property
def TDC_OIDC_JWKS_URL(self) -> str:
return self._region_urls['TDC_OIDC_JWKS_URL']
@property
def TDC_OIDC_ISSUER(self) -> str:
return self._region_urls['TDC_OIDC_ISSUER']
@property
def TDC_OIDC_CLIENT_ID(self) -> str:
return self._region_urls['TDC_OIDC_CLIENT_ID']
@property
def SOURCE_URL(self) -> str:
return self._region_urls['SOURCE_URL']
def login(self, email: str, password: str) -> bool:
logger.info(f"Logging in to TandemSourceApi ({self.region} region)...")
if self.try_load_cached_creds(email):
logger.info("Successfully used cached credentials")
return True
with base_session() as s:
initial = s.get(self.LOGIN_PAGE_URL, headers=base_headers())
data = {
"username": email,
"password": password
}
req = s.post(self.LOGIN_API_URL, json=data, headers={'Referer': self.LOGIN_PAGE_URL, **base_headers()}, allow_redirects=False)
logger.debug("1. made POST to LOGIN_API")
# {"redirectUrl":"/","status":"SUCCESS"}
if req.status_code != 200:
raise ApiException(req.status_code, 'Error sending POST to login_api_url: %s' % req.text)
req_json = req.json()
login_ok = req_json.get('status', '') == 'SUCCESS'
if not login_ok:
raise ApiException(req.status_code, 'Error parsing login_api_url: %s' % json.dumps(req_json))
logger.debug("2. starting OIDC")
# oidc
client_id = self.TDC_OIDC_CLIENT_ID
redirect_uri = self._region_urls['REDIRECT_URI']
scope = 'openid profile email'
token_endpoint = self._region_urls['TOKEN_ENDPOINT']
def generate_code_verifier() -> str:
"""Generates a high-entropy code verifier."""
code_verifier = base64.urlsafe_b64encode(os.urandom(64)).decode('utf-8').rstrip('=')
return code_verifier
def generate_code_challenge(verifier: str) -> str:
"""Generates a code challenge from the code verifier."""
sha256_digest = hashlib.sha256(verifier.encode('utf-8')).digest()
code_challenge = base64.urlsafe_b64encode(sha256_digest).decode('utf-8').rstrip('=')
return code_challenge
code_verifier = generate_code_verifier()
code_challenge = generate_code_challenge(code_verifier)
authorization_endpoint = self._region_urls['AUTHORIZATION_ENDPOINT']
oidc_step1_params = {
'client_id': client_id,
'response_type': 'code',
'scope': scope,
'redirect_uri': redirect_uri,
'code_challenge': code_challenge,
'code_challenge_method': 'S256',
}
logger.debug("3. calling oidc_step1 with %s" % json.dumps(oidc_step1_params))
oidc_step1 = s.get(
authorization_endpoint + '?' + urllib.parse.urlencode(oidc_step1_params),
headers={'Referer': self.LOGIN_PAGE_URL, **base_headers()},
allow_redirects=True
)
if oidc_step1.status_code // 100 != 2:
raise ApiException(oidc_step1.status_code, 'Got unexpected status code for oidc step1: %s' % oidc_step1.text)
oidc_step1_loc = oidc_step1.url
oidc_step1_query = urllib.parse.parse_qs(urllib.parse.urlparse(oidc_step1_loc).query)
if 'code' not in oidc_step1_query:
raise ApiException(oidc_step1.status_code, 'No code for oidc step1 ReturnUrl (%s): %s' % (oidc_step1_loc, json.dumps(oidc_step1_query)))
oidc_step1_callback_code = oidc_step1_query['code'][0]
oidc_step2_token_data = {
'grant_type': 'authorization_code',
'client_id': client_id,
'code': oidc_step1_callback_code,
'redirect_uri': redirect_uri,
'code_verifier': code_verifier,
}
logger.debug("4. calling oidc_step2 with %s" % json.dumps(oidc_step2_token_data))
oidc_step2 = s.post(token_endpoint, data=oidc_step2_token_data, headers={
'Content-Type': 'application/x-www-form-urlencoded',
**base_headers()
})
if oidc_step2.status_code//100 != 2:
raise ApiException(oidc_step1.status_code, 'Got unexpected status code for oidc step2: %s' % oidc_step1.text)
oidc_json = oidc_step2.json()
logger.debug("5. parsing oidc_step2 json response: %s" % json.dumps(oidc_json))
if not 'access_token' in oidc_json:
raise ApiException(oidc_step1.status_code, 'Missing access_token in oidc_step2 json: %s' % json.dumps(oidc_json))
if not 'id_token' in oidc_json:
raise ApiException(oidc_step1.status_code, 'Missing id_token in oidc_step2 json: %s' % json.dumps(oidc_json))
self.loginSession = s
self.idToken = oidc_json['id_token']
self.extract_jwt()
self.accessToken = oidc_json['access_token']
self.accessTokenExpiresAt = arrow.get(arrow.get().int_timestamp + oidc_json['expires_in'])
self.cache_creds(email)
return True
def extract_jwt(self) -> None:
logger.debug("6. extracting JWT from %s" % self.idToken)
id_token = self.idToken
jwks_response = self.loginSession.get(self.TDC_OIDC_JWKS_URL)
jwks = jwks_response.json()
public_keys = {}
for jwk in jwks['keys']:
kid = jwk['kid']
public_keys[kid] = RSAAlgorithm.from_jwk(json.dumps(jwk))
# Get the key ID (kid) from the headers of the ID Token
unverified_header = jwt.get_unverified_header(id_token)
kid = unverified_header['kid']
key = public_keys.get(kid)
if not key:
raise ApiException(0, 'Public key not found for JWT: %s' % kid)
# A JWKS endpoint publishes public keys; from_jwk() is typed as possibly
# returning a private key, so narrow it before passing to jwt.decode().
if not isinstance(key, RSAPublicKey):
raise ApiException(0, 'JWK is not an RSA public key for JWT: %s' % kid)
audience = self.TDC_OIDC_CLIENT_ID
issuer = self.TDC_OIDC_ISSUER
# Decode and verify the ID Token. Per OIDC the id_token's `aud` equals
# the client_id, so validate it. But if Tandem ever issues an id_token
# with a different audience, fall back to skipping only the audience
# check (signature + issuer are still verified) rather than failing
# login outright.
id_token_claims: JwtClaims
try:
id_token_claims = jwt.decode(
id_token,
key=key,
algorithms=['RS256'],
audience=audience,
issuer=issuer,
)
except jwt.InvalidAudienceError:
logger.warning(
"id_token audience did not match client_id %s; decoding without audience verification",
audience,
)
id_token_claims = jwt.decode(
id_token,
key=key,
algorithms=['RS256'],
issuer=issuer,
options={"verify_aud": False},
)
logger.info("Decoded JWT: %s" % json.dumps(id_token_claims))
self.jwtData: JwtClaims = id_token_claims
self.pumperId: str = id_token_claims['pumperId']
self.accountId: str = id_token_claims['accountId']
def try_load_cached_creds(self, email: str) -> bool:
if not CACHE_CREDENTIALS:
return False
if not os.path.exists(CACHE_CREDENTIALS_PATH):
logger.info("No cached credentials exist")
return False
_saved_blob = {}
try:
with open(CACHE_CREDENTIALS_PATH, 'rb') as f:
_saved_blob = pickle.load(f)
except Exception as e:
logger.warning(f"Could not load cached credentials at {CACHE_CREDENTIALS_PATH}: {e}")
return False
if not _saved_blob:
logger.warning(f"Could not load cached credentials at {CACHE_CREDENTIALS_PATH}: empty dict")
return False
if _saved_blob.get('cache_creds_version') != 1.0:
logger.warning(f"Unexpected cache_creds_version at {CACHE_CREDENTIALS_PATH}: {_saved_blob['cache_creds_version']}, expected 1.0")
return False
if _saved_blob.get('cache_creds_email') != email:
logger.warning(f"Cached credentials are for a different email ({_saved_blob['cache_creds_email']} in cache, but using {email}), skipping")
return False
# Check if cached region matches current region
cached_region = _saved_blob.get('cache_creds_region', 'US') # Default to US for backward compatibility
if cached_region != self.region:
logger.warning(f"Cached credentials are for a different region ({cached_region} in cache, but using {self.region}), skipping")
return False
at_expiry = _saved_blob['accessTokenExpiresAt']
if arrow.get().int_timestamp >= arrow.get(at_expiry).int_timestamp:
logger.info(f"Cached credentials have expired ({_saved_blob['accessTokenExpiresAt']}), skipping")
return False
self.jwtData = _saved_blob['jwtData']
self.pumperId = _saved_blob['pumperId']
self.accountId = _saved_blob['accountId']
self.idToken = _saved_blob['idToken']
self.accessToken = _saved_blob['accessToken']
self.accessTokenExpiresAt = _saved_blob['accessTokenExpiresAt']
self.loginSession = _saved_blob['loginSession']
def est_time(t: arrow.Arrow) -> str:
now = arrow.get()
if now < t:
sec = (t - now).seconds
else:
sec = (now - t).seconds
min = sec//60
hr = min//60
min = min % 60
sec = sec % 60
r = ''
if hr:
r += f'{hr} hr '
if min:
r += f'{min} min '
if sec:
r += f'{sec} sec '
if not r:
return 'now'
elif now < t:
return 'in '+r.strip()
else:
return r.strip()+' ago'
sa = _saved_blob['cache_creds_saved_at']
ex = _saved_blob['accessTokenExpiresAt']
logger.info(f"Loaded cached credentials from {CACHE_CREDENTIALS_PATH}: saved at {sa} ({est_time(sa)}), access token expiry {ex} ({est_time(ex)})")
return True
def cache_creds(self, email: str) -> None:
if not CACHE_CREDENTIALS:
logger.info("Credentials caching is disabled, skipping save")
return
_saved_blob = {
'cache_creds_version': 1.0,
'cache_creds_saved_at': arrow.get(),
'cache_creds_email': email,
'cache_creds_region': self.region, # Store the region in cache
'jwtData': self.jwtData,
'pumperId': self.pumperId,
'accountId': self.accountId,
'idToken': self.idToken,
'accessToken': self.accessToken,
'accessTokenExpiresAt': self.accessTokenExpiresAt,
'loginSession': self.loginSession
}
if not os.path.exists(CACHE_CREDENTIALS_PATH):
mkdir = os.path.dirname(CACHE_CREDENTIALS_PATH)
logger.debug(f"Running mkdir on {mkdir}")
os.makedirs(mkdir, exist_ok=True)
with open(CACHE_CREDENTIALS_PATH, 'wb') as f:
pickle.dump(_saved_blob, f)
logger.info(f"Saved cached credentials to {CACHE_CREDENTIALS_PATH}")
def needs_relogin(self) -> bool:
if not self.accessTokenExpiresAt:
return False
diff = (arrow.get(self.accessTokenExpiresAt) - arrow.get())
return (diff.seconds <= 5 * 60)
def api_headers(self) -> Dict[str, str]:
if not self.accessToken:
raise Exception('No access token provided')
return {
'Authorization': 'Bearer %s' % self.accessToken,
# The WAF enforces same-origin: Origin/Referer must match SOURCE_URL
# (source.tandemdiabetes.com / source.eu.tandemdiabetes.com), otherwise
# it returns HTTP 403 ("The request is blocked").
'Origin': self.SOURCE_URL.rstrip('/'),
'Referer': self.SOURCE_URL,
**base_headers()
}
def _get(self, endpoint: str, query: dict) -> Any:
r = base_session().get(self.SOURCE_URL + endpoint, data=query, headers=self.api_headers())
if r.status_code != 200:
raise ApiException(r.status_code, "TandemSourceApi HTTP %s response: %s" % (str(r.status_code), r.text))
return r.json()
def get(self, endpoint: str, query: dict, tries: int = 0) -> Any:
try:
return self._get(endpoint, query)
except ApiException as e:
logger.warning("Received ApiException in TandemSourceApi with endpoint '%s' (tries %d): %s" % (endpoint, tries, e))
if tries > 0:
raise ApiException(e.status_code, "TandemSourceApi HTTP %d on retry #%d: %s", e.status_code, tries, e)
# Trigger automatic re-login, and try again once
if e.status_code == 401:
logger.info("Performing automatic re-login after HTTP 401 for TandemSourceApi")
self.accessTokenExpiresAt = arrow.get()
self.login(self._email, self._password)
return self.get(endpoint, query, tries=tries+1)
if e.status_code == 500:
return self.get(endpoint, query, tries=tries+1)
raise e
"""
Returns information about the user and available pumps.
"""
# Response shape is undocumented and unused by callers, so it stays Any.
def pumper_info(self) -> Any:
return self.get('api/pumpers/pumpers/%s' % (self.pumperId), {})
def get_pumper(self) -> BffPumper:
"""Returns the pumper's profile plus the list of pumps on the account
(BffPumper.pumps) from the new BFF endpoint. Replaces the old
reportsfacade pump-event-metadata endpoint: pumps[].assignmentId is the
UUID device id used by the pump-logs endpoint, and
pumps[].settings.details carries the pump settings blob."""
return self.get('api/reports/bff/pumper/%s' % (self.pumperId), {})
# Matches the Tandem Source web app's getLogIDList() (55 IDs) as observed in
# the live GET api/reports/bff/pump-logs request. Includes FSL3 ids 477/480/486.
DEFAULT_EVENT_IDS: List[int] = [229,5,28,4,26,99,279,3,16,59,21,55,20,280,64,65,66,61,33,371,171,369,460,172,370,461,372,480,399,256,213,406,477,394,212,404,214,405,486,447,313,60,14,6,90,230,140,12,11,53,13,63,203,307,191]
def get_pump_logs(self, device_id: str, min_date: Optional[str] = None, max_date: Optional[str] = None, event_ids_filter: Optional[List[int]] = DEFAULT_EVENT_IDS) -> PumpLogsResponse:
"""Fetch pre-decoded pump events for a single date window from the BFF
endpoint GET api/reports/bff/pump-logs/{device_id}. device_id is the
UUID assignmentId (BffPump.assignmentId from get_pumper()). Returns
{events, clockChanges}.
The server caps the window at ~4 weeks; callers needing a longer range
must page by date window (see pump_events).
Note: the server currently ignores eventIds and returns every event in
the window regardless of the filter (verified against live accounts), so
the effective filtering happens client-side via EventClass dispatch. We
still send eventIds to mirror the web app and stay forward-compatible."""
minDate = parse_ymd_date(min_date)
maxDate = parse_ymd_date(max_date)
logger.debug(f'get_pump_logs({device_id}, {minDate}, {maxDate})')
query = urllib.parse.urlencode({
'pumperId': self.pumperId,
'startDate': '%sT00:00:00Z' % minDate,
'endDate': '%sT23:59:59Z' % maxDate,
'eventIds': ','.join(map(str, event_ids_filter)) if event_ids_filter else '',
})
return self.get('api/reports/bff/pump-logs/%s?%s' % (device_id, query), {})
# The pump-logs endpoint caps each request at roughly four weeks, so a
# longer range is paged in windows no larger than this.
PUMP_LOGS_WINDOW_DAYS = 28
@classmethod
def _pump_log_windows(cls, min_date: Optional[str], max_date: Optional[str]) -> List[Tuple[str, str]]:
"""Split the (min_date, max_date) range into inclusive date windows no
larger than PUMP_LOGS_WINDOW_DAYS. A None bound defaults to today (via
parse_ymd_date), so an unset range yields a single one-day window."""
start = arrow.get(parse_ymd_date(min_date))
end = arrow.get(parse_ymd_date(max_date))
if end < start:
start, end = end, start
windows = []
cur = start
while cur <= end:
win_end = min(cur.shift(days=cls.PUMP_LOGS_WINDOW_DAYS - 1), end)
windows.append((cur.format('YYYY-MM-DD'), win_end.format('YYYY-MM-DD')))
cur = win_end.shift(days=1)
return windows
"""
Fetch and parse pump events from the pump-logs endpoint.
Default of fetch_all_event_types=False will filter to the same event ids used in the Tandem Source backend.
If fetch_all_event_types=True, then all event types from the history log will be returned.
tconnect_device_id is the UUID assignmentId from get_pumper() pumps (BffPump.assignmentId).
"""
def pump_events(self, tconnect_device_id: str, min_date: Optional[str] = None, max_date: Optional[str] = None, fetch_all_event_types: bool = False) -> Iterator:
event_ids_filter = None if fetch_all_event_types else self.DEFAULT_EVENT_IDS
# Page across date windows, deduplicating events that appear in more
# than one window by their (sequenceGroup, sequenceNumber) identity.
seen = set()
events = []
clock_change_count = 0
for window_start, window_end in self._pump_log_windows(min_date, max_date):
resp = self.get_pump_logs(tconnect_device_id, window_start, window_end, event_ids_filter)
clock_change_count += len(resp.get('clockChanges') or [])
for event in resp.get('events') or []:
key = (event.get('sequenceGroup'), event.get('sequenceNumber'))
if key in seen:
continue
seen.add(key)
events.append(event)
# clockChanges (LID_TIME_CHANGED/LID_DATE_CHANGED) are not consumed by any
# processor, so they are counted for visibility but not parsed.
logger.info(f"Read {len(events)} events ({clock_change_count} clock changes skipped)")
return Events(events)
def pump_clock_changes(self, tconnect_device_id: str, min_date: Optional[str] = None, max_date: Optional[str] = None) -> Iterator:
"""Fetch the pump-logs clockChanges (LID_TIME_CHANGED/LID_DATE_CHANGED)
across the date range, deduplicated by (sequenceGroup, sequenceNumber).
tconnect_device_id is the UUID assignmentId from get_pumper() pumps."""
seen = set()
clock_changes = []
for window_start, window_end in self._pump_log_windows(min_date, max_date):
resp = self.get_pump_logs(tconnect_device_id, window_start, window_end)
for event in resp.get('clockChanges') or []:
key = (event.get('sequenceGroup'), event.get('sequenceNumber'))
if key in seen:
continue
seen.add(key)
clock_changes.append(event)
logger.info(f"Read {len(clock_changes)} clock changes")
return Events(clock_changes)
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from typing import List
import requests
import urllib
import datetime
import arrow
import time
import logging
from bs4 import BeautifulSoup
from tconnectsync.domain.device_settings import Device, Profile, ProfileSegment
from tconnectsync.util import removesuffix, removeprefix
from tconnectsync.util.constants import MMOLL_TO_MGDL
from .common import base_headers, ApiException
logger = logging.getLogger(__name__)
"""
WebUIScraper contains data that is scraped from the t:connect Web UI and is
not accessible via any known API.
"""
class WebUIScraper:
BASE_URL = "https://tconnect.tandemdiabetes.com/"
def __init__(self, controliq):
self.controliq = controliq
def needs_relogin(self):
return self.controliq.needs_relogin()
def _get(self, endpoint):
r = self.controliq.loginSession.get(self.BASE_URL + endpoint, headers=base_headers())
if r.status_code != 200:
raise ApiException(r.status_code, "WebUIScraper HTTP %s response: %s" % (str(r.status_code), r.text))
return r
def get(self, endpoint, tries=0):
try:
return self._get(endpoint)
except ApiException as e:
logger.warning("Received ApiException in WebUIScraper with endpoint '%s' (tries %d): %s" % (endpoint, tries, e))
if tries > 0:
raise ApiException(e.status_code, "WebUIScraper HTTP %d on retry #%d: %s", e.status_code, tries, e)
# Trigger automatic re-login, and try again once
if e.status_code == 401:
logger.info("Performing automatic re-login to ControlIQApi after HTTP 401 for ControlIQApi")
self.controliq.accessTokenExpiresAt = time.time()
self.controliq.login(self.controliq._email, self.controliq._password)
return self.get(endpoint, tries=tries+1)
if e.status_code == 500:
return self.get(endpoint, tries=tries+1)
raise e
def strip(self, txt):
# Remove errant whitespace between litearl newlines (and literal &nbsp;)
sep = '\r\n'
if sep not in txt and '\n' in txt:
sep = '\n'
return ' '.join([i.replace('\xa0',' ').strip() for i in txt.strip().split(sep)])
"""
Returns a mapping between pump/device IDs and information about that device,
including the GUID used for obtaining pump settings.
"""
def my_devices(self):
devices = {}
r = self.get('myaccount/my_devices.aspx')
soup = BeautifulSoup(r.content, features='lxml')
for device in soup.select('#content > div.box'):
device_name = self.strip(device.select_one('.subTitle').text)
def find_label_value(lbl):
label = device.find(text=lbl)
if label:
tds = label.parent.parent.parent.select('td')
if len(tds) > 1:
return self.strip(tds[1].text)
return None
serial_number = find_label_value('Serial #')
model_number = find_label_value('Model #')
status = find_label_value('Status')
settings_span = device.find(text='View Settings')
settings_guid = None
if settings_span:
settings_a = settings_span.parent.parent
settings_guid = settings_a.attrs['href'].split('?guid=')[1]
if serial_number:
devices[serial_number] = Device(
name=device_name,
model_number=model_number,
status=status,
guid=settings_guid)
return devices
"""
Returns a parsed representation of a pump's settings.
Note that pump_guid is NOT the serial number of the pump, and
should be obtained from my_devices()[str(serial_number)]['guid']
"""
def device_settings_from_guid(self, pump_guid: str) -> List[Profile]:
profiles = []
settings = {}
r = self.get('myaccount/DeviceSettings.aspx?guid=%s' % pump_guid)
soup = BeautifulSoup(r.content, features='lxml')
settings["upload_date"] = self.strip(soup.select_one('#lblUploadDate').text)
divxml = soup.select_one('#divXML')
divxmlDiv = divxml.findChild('div')
for tbl in divxmlDiv.findChildren('table', recursive=False):
setting_bg = tbl.select_one('.setting_bg')
if setting_bg and self.strip(setting_bg.text) == 'Profile':
profiles.append(self._parse_profile_tbl(tbl))
else:
settings.update(self._parse_settings_tbl(tbl))
return profiles, settings
def _parse_profile_tbl(self, tbl) -> Profile:
profile = {}
profile["title"] = self.strip(tbl.select_one('.setting_title').text)
profile["active"] = bool(tbl.find(text='Active at the time of upload'))
profile["segments"] = []
def parse_basal_rate(rate) -> float:
return float(removesuffix(rate, ' u/hr'))
def parse_factor(ratio) -> int:
return parse_bg_mgdl(removeprefix(ratio, '1u:'))
def parse_ratio(ratio) -> float:
return float(removesuffix(removeprefix(ratio, '1u:'), ' g'))
def parse_bg_mgdl(bg) -> int:
if bg.endswith(' mg/dL'):
return float(removesuffix(bg, ' mg/dL'))
elif bg.endswith(' mmol/L'):
return float(removesuffix(bg, ' mmol/L')) * MMOLL_TO_MGDL
raise ValueError(bg)
def hours_to_mins(text) -> int:
hrmin = removesuffix(text, " hours")
hr, min = hrmin.split(":", 1)
return int(min) + int(hr)*60
for tr in tbl.select('tr'):
# Skip header rows
if tr.select_one('.setting_bg'):
continue
if tr.find(text='Start Time'):
continue
tds = tr.select('td')
def is_time_row(td):
txt = self.strip(td.select_one('strong').text)
return " AM" in txt or " PM" in txt or txt in ("Midnight", "Noon")
if len(tds) > 0 and is_time_row(tds[0]):
display_time = self.strip(tds[0].text)
t = display_time
if display_time == "Midnight":
t = "12:00 AM"
elif display_time == "Noon":
t = "12:00 PM"
segment = {
"display_time": display_time,
"time": t,
"basal_rate": parse_basal_rate(self.strip(tds[1].text)),
"correction_factor": parse_factor(self.strip(tds[2].text)),
"carb_ratio": parse_ratio(self.strip(tds[3].text)),
"target_bg_mgdl": parse_bg_mgdl(self.strip(tds[4].text))
}
profile["segments"].append(ProfileSegment(**segment))
continue
if tr.find(text='Calculated Total Daily Basal'):
profile["calculated_total_daily_basal"] = float(removesuffix(self.strip(tds[1].text), " units"))
continue
# Last row
if tr.find(text='Duration of Insulin:'):
lastrow = self.strip(tr.text)
for part in lastrow.split(' |'):
if len(part) < 1:
continue
key, val = part.split(': ')
key = self.strip(key)
val = self.strip(val)
if key == 'Duration of Insulin':
profile["insulin_duration_min"] = hours_to_mins(val)
elif key == 'Carbohydrates':
profile["carbs_enabled"] = self.strip(val.lower()) == "on"
return Profile(**profile)
def _parse_settings_tbl(self, tbl):
outer_tr = tbl.select('tr')[2]
settings = {}
def loop(td, subhead):
settings[subhead] = {}
for tr in td.select('.settingstable > tr'):
if not tr.select_one('strong'):
continue
key = self.strip(tr.select_one('strong').text)
tds = tr.select('td')
if len(tds) == 1:
subhead = key
settings[subhead] = {}
continue
val_text = self.strip(tds[1].text)
val = {}
if tds[1].find(text=' - '):
val['value'] = False
elif tds[1].find(text='Off'):
val['value'] = False
val_text = self.strip(val_text.split('Off', 1)[1])
elif tds[1].find(text='On'):
val['value'] = True
val_text = self.strip(val_text.split('On', 1)[1])
val['text'] = val_text
settings[subhead][key] = val
children = outer_tr.findChildren('td', recursive=False)
loop(children[0], 'Alerts')
loop(children[1], 'Pump Settings')
return settings
"""
Wraps a call to my_devices to identify the device GUID from the
given pump serial, and then returns device_settings_from_guid.
"""
def device_settings(self, pump_serial):
devices = self.my_devices()
if str(pump_serial) in devices.keys():
dev = devices[str(pump_serial)]
return self.device_settings_from_guid(dev['guid'])
raise RuntimeError('Unable to find pump with serial number: %s. Known devices: %s' % (pump_serial, devices))
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import requests
import datetime
import csv
import logging
import time
import json
from .common import base_session, parse_date, base_headers, ApiException
logger = logging.getLogger(__name__)
class WS2Api:
BASE_URL = 'https://tconnectws2.tandemdiabetes.com/'
MAX_RETRIES = 2
SLEEP_SECONDS_INCREMENT = 60
userGuid = None
def __init__(self, userGuid):
self.userGuid = userGuid
self.session = base_session()
def get(self, endpoint, **kwargs):
r = self.session.get(self.BASE_URL + endpoint, headers=base_headers(), **kwargs)
if r.status_code != 200:
raise ApiException(r.status_code, "WS2 API HTTP %s response: %s" % (str(r.status_code), r.text))
return r.text
def get_jsonp(self, endpoint, **kwargs):
r = self.session.get(self.BASE_URL + endpoint + '?callback=cb', headers=base_headers(), **kwargs)
if r.status_code != 200:
raise ApiException(r.status_code, "WS2 API HTTP %s response: %s" % (str(r.status_code), r.text))
t = r.text.strip()
if t.startswith('cb('):
t = t[3:]
if t.endswith(')'):
t = t[:-1]
return json.loads(t)
def _split_empty_sections(self, text):
sections = [[]]
sectionIndex = 0
for line in text.splitlines():
if len(line.strip()) > 0:
sections[sectionIndex].append(line)
else:
sections.append([])
sectionIndex += 1
return sections + [None] * (4 - len(sections))
def _csv_to_dict(self, rawdata):
data = []
if not rawdata or len(rawdata) == 0:
return data
headers = rawdata[0].split(",")
for row in csv.reader(rawdata[1:]):
data.append({headers[i]: row[i] for i in range(len(row)) if i < len(headers)})
return data
"""
Returns information on therapy, displayed in the therapy timeline on the
t:connect website.
Contains BG reading (CGM), IOB, basal, and bolus data.
Basal data does NOT appear for the specified time range if using Control-IQ.
The ControlIQ API endpoints must be used for basal data instead.
However, all other fields are still accessed via this endpoint.
This has its own built-in retry logic because Tandem's frontend serving
the API returns 500s when its backend times out.
"""
def therapy_timeline_csv(self, start=None, end=None, tries=0):
startDate = parse_date(start)
endDate = parse_date(end)
try:
req_text = self.get('therapytimeline2csv/%s/%s/%s?format=csv' % (self.userGuid, startDate, endDate), timeout=10)
except ApiException as e:
# This seems to occur as some kind of soft rate-limit.
logger.warning("Received ApiException in therapy_timeline_csv: (retry count %d) %s" % (tries, e))
if e.status_code == 500:
sleep_seconds = (tries+1) * self.SLEEP_SECONDS_INCREMENT
logger.error("Retrying in %d seconds after HTTP 500 in therapy_timeline_csv (retry count %d): %s" % (sleep_seconds, tries, e))
time.sleep(sleep_seconds)
if tries < self.MAX_RETRIES:
return self.therapy_timeline_csv(start, end, tries+1)
raise e
sections = self._split_empty_sections(req_text)
readingData = None
iobData = None
basalData = None
bolusData = None
for s in sections:
if s and len(s) > 2:
firstrow = s[1].replace('"', '').strip()
if firstrow.startswith("t:slim X2 Insulin Pump"):
readingData = s
elif firstrow.startswith("IOB"):
iobData = s
elif firstrow.startswith("Basal"):
basalData = s
elif firstrow.startswith("Bolus"):
bolusData = s
return {
"readingData": self._csv_to_dict(readingData),
"iobData": self._csv_to_dict(iobData),
"basalData": self._csv_to_dict(basalData),
"bolusData": self._csv_to_dict(bolusData)
}
"""
Returns information on basal suspension. The filterbasal option only returns site/cartridge changes.
SuspendReason values are:
- "site-cart"
- "basal-profile"
- "manual"
- "previous"
- "alarm"
End-date inclusive: Returns data from 00:00 on start date to 23:59 on end date.
{"BasalSuspension":[{"EventDateTime":"/Date(EPOCH_MS-0000)/", "SuspendReason": "reason"}]}
"""
def basalsuspension(self, start=None, end=None, filterbasal=False):
startDate = parse_date(start)
endDate = parse_date(end)
arg = "filterbasal/1" if filterbasal else ""
return self.get_jsonp('basalsuspension/%s/%s/%s/%s' % (self.userGuid, startDate, endDate, arg), timeout=10)
"""
Returns info on BasalIQ in JSONP format.
"""
def basaliqtech(self, start=None, end=None):
startDate = parse_date(start)
endDate = parse_date(end)
return self.get_jsonp('basaliqtech/%s/%s/%s' % (self.userGuid, startDate, endDate), timeout=10)
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import time
import logging
import datetime
import sys
from .process import process_time_range
from .features import DEFAULT_FEATURES
from . import secret
logger = logging.getLogger(__name__)
class Autoupdate:
"""Wrap access to secrets for easier testing."""
def __init__(self, secret):
self.secret = secret
self.autoupdate_invocations = 0
self.last_event_index = None
self.last_event_time = None
self.last_successful_process_time_range = None
self.time_diffs_between_updates = []
self.last_attempt_time = None
self.time_diffs_between_attempts = []
"""
Performs the auto-update functionality. Runs indefinitely in a loop
until stopped (ctrl+c), or a maximum of AUTOUPDATE_MAX_LOOP_INVOCATIONS times.
Stops if AUTOUPDATE_RESTART_ON_FAILURE is set and an error occurs.
"""
def process(self, tconnect, nightscout, time_start, time_end, pretend, features=None):
if features is None:
features = DEFAULT_FEATURES
# Read from android api, find exact interval to cut down on API calls
# Refresh API token. If failure, die, have wrapper script re-run.
self.autoupdate_start = time.time()
while True:
logger.debug("autoupdate loop")
now = time.time()
last_event = tconnect.android.last_event_uploaded(self.secret.PUMP_SERIAL_NUMBER)
if not self.last_event_index or last_event['maxPumpEventIndex'] > self.last_event_index:
logger.info('New reported t:connect data. (event index: %s last: %s)' % (last_event['maxPumpEventIndex'], self.last_event_index))
if pretend:
logger.info('Would update now if not in pretend mode')
else:
added = process_time_range(tconnect, nightscout, time_start, time_end, pretend, features=features)
logger.info('Added %d items from process_time_range' % added)
if added == 0:
# If we've been unable to find new events, but the last_event_index is increasing,
# suggesting there are more events being added, we might be in a bugged
# situation where we can't get any more data without restarting.
# We skip this check on the first process cycle, since we might
# just already be in sync with tconnect's pump data.
if self.last_event_index:
# Find the timestamp of the last time we've successfully obtained data,
# or the time when the autoupdate run started, if we haven't at all.
last_action_or_start = self.last_successful_process_time_range
if not last_action_or_start:
last_action_or_start = self.autoupdate_start
# If it's been AUTOUPDATE_FAILURE_MINUTES in the state of not seeing
# event index changes reflected in the tconnect data we're pulling,
# raise an error and potentially restart.
# This is likely a tconnectsync problem, not a problem with the pump or app
# (we can see the indexes increasing, so we know something's happening!)
if (now - last_action_or_start) >= 60 * self.secret.AUTOUPDATE_FAILURE_MINUTES:
logger.error(AutoupdateFailureError(
("%s: An event index change was recorded, but no new data was found via the API. " % datetime.datetime.now()) +
"The %s was %d minutes ago. This is a problem with tconnectsync." %
("last processed event" if self.last_successful_process_time_range else "start of autoupdate", (now - last_action_or_start)//60)))
if self.secret.AUTOUPDATE_RESTART_ON_FAILURE:
logger.error("Exiting with error code due to AUTOUPDATE_RESTART_ON_FAILURE")
return 1
else:
logger.warn(AutoupdateFailureWarning(("%s: An event index change was recorded, but no new data was found via the API. " % datetime.datetime.now()) +
"The %s was %d minutes ago. Resetting TConnectApi to attempt to solve this problem." %
("last processed event" if self.last_successful_process_time_range else "start of autoupdate", (now - last_action_or_start)//60)))
# As a stop-gap, try to re-initialize TConnectApi (triggering a re-login)
# Use __class__ instead of direct TConnectApi invocation to avoid initializing a real TConnectApi over a fake
tconnect = tconnect.__class__(self.secret.TCONNECT_EMAIL, self.secret.TCONNECT_PASSWORD)
else:
# Mark the last successful time we got data from tconnect
self.last_successful_process_time_range = now
# Track the time it took to find a new event between runs,
# but skip this calculation the first process cycle (since
# we don't know at what exact point the event index changed)
if self.last_event_index:
self.time_diffs_between_updates.append(now - self.last_event_time)
logger.debug('Updating tracking of time since last update: %s' % self.time_diffs_between_updates)
# Mark the last event index uploaded from the pump and timestamp
self.last_event_index = last_event['maxPumpEventIndex']
self.last_event_time = now
self.last_attempt_time = now
self.time_diffs_between_attempts = []
else:
logger.info('No new reported t:connect data. (last event index: %s)' % last_event['maxPumpEventIndex'])
# If we haven't seen the pump event index update in AUTOUPDATE_NO_DATA_FAILURE_MINUTES,
# then trigger an error and potentially restart.
# The most likely case here is that the pump isn't uploading right now.
if self.last_event_time and (now - self.last_event_time) >= 60 * self.secret.AUTOUPDATE_NO_DATA_FAILURE_MINUTES:
logger.error(AutoupdateNoEventIndexesDetectedError(
"%s: No new data event indexes have been detected for %d minutes. " % (datetime.datetime.now(), (now - self.last_event_time)//60) +
"The t:connect app might no longer be functioning."))
# TODO: restarting doesn't really help anything here.
# Should we notify the user?
if self.secret.AUTOUPDATE_RESTART_ON_FAILURE:
logger.error("Exiting with error code due to AUTOUPDATE_RESTART_ON_FAILURE")
return 1
# Similarly, if we HAVE seen pump event indexes update but have not successfully
# found any associated data updates from the tconnect API for AUTOUPDATE_NO_DATA_FAILURE_MINUTES,
# trigger an error and potentially restart. This could either be a tconnectsync problem,
# where we can see the indexes increasing, but it takes us until a period of no index
# update to reach our AUTOUPDATE_FAILURE_MINUTES threshold; or, a side effect of the
# above no indexes warning.
elif self.last_successful_process_time_range and (now - self.last_successful_process_time_range) >= 60 * self.secret.AUTOUPDATE_FAILURE_MINUTES:
logger.error(AutoupdateNoNewDataDetectedError(
"%s: No new data has been detected via the API for %d minutes. " % (datetime.datetime.now(), now - self.last_successful_process_time_range)//60 +
"tconnectsync might not be functioning properly."))
if self.secret.AUTOUPDATE_RESTART_ON_FAILURE:
logger.error("%s: Exiting with error code due to AUTOUPDATE_RESTART_ON_FAILURE" % datetime.datetime.now())
return 1
# Track how long we've been retrying
if self.last_attempt_time:
self.time_diffs_between_attempts.append(now - self.last_attempt_time)
self.last_attempt_time = now
# If it's been 3 loops since the last time we found new data,
# then we're not in sync with the rate at which pump data is being
# uploaded, so
if len(self.time_diffs_between_attempts) >= 3:
# The pump hasn't sent us data that, based on previous cadence, we were expecting
logger.warn(AutoupdateNoIndexChangeWarning("Sleeping %d seconds after unexpected no index change based on previous cadence. (New data might be delayed.)" %
int(self.secret.AUTOUPDATE_UNEXPECTED_NO_INDEX_SLEEP_SECONDS)))
logger.debug("Last event time: %s, time diffs between attempts: %s" % (self.last_event_time, self.time_diffs_between_attempts))
time.sleep(self.secret.AUTOUPDATE_UNEXPECTED_NO_INDEX_SLEEP_SECONDS)
# Since we bail early, update the invocations count and potentially exit after sleeping.
self.autoupdate_invocations += 1
if self.secret.AUTOUPDATE_MAX_LOOP_INVOCATIONS > 0 and self.autoupdate_invocations >= self.secret.AUTOUPDATE_MAX_LOOP_INVOCATIONS:
return 0
continue
sleep_secs = self.secret.AUTOUPDATE_DEFAULT_SLEEP_SECONDS
# Sleep for a rolling average of time between updates
if self.secret.AUTOUPDATE_USE_FIXED_SLEEP != 1:
logger.debug("Time diffs between updates: %s" % self.time_diffs_between_updates)
# Only keep the 10 latest time diffs
if len(self.time_diffs_between_updates) > 10:
self.time_diffs_between_updates = self.time_diffs_between_updates[1:]
# If we have less than 3 data points,
if len(self.time_diffs_between_updates) > 2:
sleep_secs = sum(self.time_diffs_between_updates) / len(self.time_diffs_between_updates)
# At minimum, update every AUTOUPDATE_MAX_SLEEP_SECONDS regardless
# of how often we're seeing new data appear
if sleep_secs > self.secret.AUTOUPDATE_MAX_SLEEP_SECONDS:
sleep_secs = self.secret.AUTOUPDATE_MAX_SLEEP_SECONDS
logger.info('Sleeping for %0.01f sec' % sleep_secs)
time.sleep(sleep_secs)
self.autoupdate_invocations += 1
if self.secret.AUTOUPDATE_MAX_LOOP_INVOCATIONS > 0 and self.autoupdate_invocations >= self.secret.AUTOUPDATE_MAX_LOOP_INVOCATIONS:
return 0
class AutoupdateError(RuntimeError):
def __str__(self):
return "%s: %s" % (self.__class__.__name__, super().__str__())
class AutoupdateWarning(RuntimeWarning):
def __str__(self):
return "%s: %s" % (self.__class__.__name__, super().__str__())
class AutoupdateFailureError(AutoupdateError):
pass
class AutoupdateFailureWarning(AutoupdateWarning):
pass
class AutoupdateNoEventIndexesDetectedError(AutoupdateError):
pass
class AutoupdateNoNewDataDetectedError(AutoupdateError):
pass
class AutoupdateNoIndexChangeWarning(AutoupdateWarning):
pass
+106 -95
View File
@@ -2,24 +2,18 @@ import sys
import time
import arrow
import logging
import traceback
import collections
import pkg_resources
from datetime import datetime
from pprint import pformat as pformat_base
if sys.version_info < (3, 8):
from importlib_metadata import PackageNotFoundError, version
else:
from importlib.metadata import PackageNotFoundError, version
from pprint import pformat
from .nightscout import NightscoutApi
from .parser.nightscout import BASAL_EVENTTYPE, BOLUS_EVENTTYPE
from .domain.tandemsource.event_class import EventClass
from .sync.tandemsource.choose_device import ChooseDevice
from .parser.tconnect import TConnectEntry
from .sync.basal import process_ciq_basal_events
try:
__version__ = version("tconnectsync")
except PackageNotFoundError:
__version__ = pkg_resources.require("tconnectsync")[0].version
except Exception:
__version__ = "UNKNOWN"
"""
@@ -35,13 +29,6 @@ def check_login(tconnect, time_start, time_end, verbose=False, sanitize=True):
print(*args)
loglines.append(" ".join([str(i) for i in args]) + "\n")
def log_err(e):
try:
out = ''.join(list(traceback.TracebackException.from_exception(e).format()))
log(out)
except Exception:
log("could not log exception traceback: {}".format(e))
def debug(*args):
if verbose:
print(*args)
@@ -56,32 +43,27 @@ def check_login(tconnect, time_start, time_end, verbose=False, sanitize=True):
log("Loading secrets...")
try:
from .secret import TCONNECT_EMAIL, TCONNECT_PASSWORD, TCONNECT_REGION, PUMP_SERIAL_NUMBER, NS_URL, NS_SECRET, TIMEZONE_NAME
from . import secret
from .secret import TCONNECT_EMAIL, TCONNECT_PASSWORD, PUMP_SERIAL_NUMBER, NS_URL, NS_SECRET, TIMEZONE_NAME
except ImportError as e:
log("Error: Unable to load config file. Please check your .env file or environment variables")
log_err(e)
# Config never loaded; the names below are unbound, so stop here instead
# of crashing with a NameError.
return
log(f"Using {TCONNECT_REGION=}")
log(e)
if not TCONNECT_EMAIL or TCONNECT_EMAIL == 'email@email.com':
log("Error: You have not specified a TCONNECT_EMAIL")
errors += 1
if not TCONNECT_PASSWORD or TCONNECT_PASSWORD == 'password':
log("Error: You have not specified a TCONNECT_PASSWORD")
errors += 1
if not PUMP_SERIAL_NUMBER or PUMP_SERIAL_NUMBER == '11111111':
log("Warning: You have not specified a PUMP_SERIAL_NUMBER, so the pump with most recent activity will be automatically used.")
log("Error: You have not specified a PUMP_SERIAL_NUMBER")
errors += 1
if not NS_URL or NS_URL == 'https://yournightscouturl/':
log("Error: You have not specified a NS_URL")
errors += 1
if not NS_SECRET or NS_SECRET == 'apisecret':
log("Error: You have not specified a NS_SECRET")
errors += 1
@@ -90,62 +72,87 @@ def check_login(tconnect, time_start, time_end, verbose=False, sanitize=True):
log("-----")
serialNumberToPump = None
log("Logging in to t:connect ControlIQ API...")
try:
log("Fetching pump metadata...")
pumpEventMetadata = tconnect.tandemsource.get_pumper().get('pumps', [])
serialNumberToPump = {p['serialNumber']: p for p in pumpEventMetadata}
log(f'Found {len(serialNumberToPump)} pumps: {serialNumberToPump.keys()}')
for pumpSerial, pumpDetails in serialNumberToPump.items():
log(f'Pump {pumpSerial=}: {pumpDetails=}')
log("Running ChooseDevice...")
tconnectDevice = ChooseDevice(secret, tconnect).choose()
log(f'ChooseDevice selected: {tconnectDevice}')
deviceId = tconnectDevice['assignmentId']
log(f'Fetching pump events for {deviceId=} {time_start=} {time_end=} fetch_all_event_types=False')
events = tconnect.tandemsource.pump_events(deviceId, time_start, time_end, fetch_all_event_types=False)
events = list(events)
log(f"Found raw events count: {len(events)}")
events_first_time = None
events_last_time = None
last_event_seqnum = None
for_eventclass = collections.defaultdict(list)
for event in events:
if not events_first_time:
events_first_time = event.eventTimestamp
if not events_last_time:
events_last_time = event.eventTimestamp
if not last_event_seqnum:
last_event_seqnum = event.seqNum
events_first_time = min(events_first_time, event.eventTimestamp)
events_last_time = max(events_last_time, event.eventTimestamp)
last_event_seqnum = max(event.seqNum, last_event_seqnum)
clazz = EventClass.for_event(event)
if clazz:
for_eventclass[clazz.name].append(event)
count_by_eventclass = {k: len(v) for k,v in for_eventclass.items()}
log(f"Found events count: {count_by_eventclass}")
log(f"Found first event time: {events_first_time}")
log(f"Found last event time: {events_last_time}")
log(f"Found last event sequence number: {last_event_seqnum}")
summary = tconnect.controliq.dashboard_summary(time_start, time_end)
debug("ControlIQ dashboard summary: \n%s" % pformat(summary))
log("tconnect_software_ver: %s" % tconnect.controliq.tconnect_software_ver)
except Exception as e:
log("Error occurred querying Tandem Source:")
log_err(e)
log("Error occurred querying ControlIQ API for dashboard_summary:")
log(e)
errors += 1
log("Querying ControlIQ therapy_timeline...")
lastBasalTime = None
lastBasalDuration = None
try:
tt = tconnect.controliq.therapy_timeline(time_start, time_end)
debug("ControlIQ therapy_timeline: \n%s" % pformat(tt))
if tt:
processed_tt = process_ciq_basal_events(tt)
debug("ControlIQ processed therapy_timeline: \n%s" % pformat(processed_tt))
if processed_tt:
log("Last ControlIQ processed therapy_timeline event: \n%s" % pformat(processed_tt[-1]))
lastBasalTime = processed_tt[-1]['time']
lastBasalDuration = processed_tt[-1]['duration_mins']
except Exception as e:
log("Error occurred querying ControlIQ therapy_timeline:")
log(e)
errors += 1
log("Querying ControlIQ therapy_events...")
try:
androidevents = tconnect.controliq.therapy_events(time_start, time_end)
debug("controliq therapy_events: \n%s" % pformat(androidevents))
except Exception as e:
log("Error occurred querying ControlIQ therapy_events:")
log(e)
errors += 1
log("-----")
log("Initializing t:connect WS2 API...")
ws2_loggedin = False
try:
summary = tconnect.ws2.basaliqtech(time_start, time_end)
debug("WS2 basaliq status: \n%s" % pformat(summary))
ws2_loggedin = True
except Exception as e:
log("Error occurred querying WS2 API. This is okay so long as you are not using the PUMP_EVENTS or IOB sync features.")
log(e)
errors += 1
lastReadingTime = None
if ws2_loggedin:
log("Querying WS2 therapy_timeline_csv...")
try:
ttcsv = tconnect.ws2.therapy_timeline_csv(time_start, time_end)
debug("therapy_timeline_csv: \n%s" % pformat(ttcsv))
if ttcsv and "readingData" in ttcsv and len(ttcsv["readingData"]) > 0:
log("Last therapy_timeline_csv reading: \n%s" % pformat(ttcsv["readingData"][-1]))
lastReadingTime = TConnectEntry._datetime_parse(ttcsv["readingData"][-1]['EventDateTime'])
except Exception as e:
log("Error occurred querying WS2 therapy_timeline_csv. This is okay so long as you are not using the PUMP_EVENTS or IOB sync features.")
log(e)
errors += 1
else:
log("Not able to log in to WS2 API, so skipping therapy_timeline_csv")
log("-----")
log("Logging in to t:connect Android API...")
summary = None
try:
summary = tconnect.android.user_profile()
debug("Android user profile: \n%s" % pformat(summary))
event = tconnect.android.last_event_uploaded(PUMP_SERIAL_NUMBER)
debug("Android last uploaded event: \n%s" % pformat(event))
except Exception as e:
log("Error occurred querying Android API:")
log(e)
errors += 1
log("-----")
log("Logging in to Nightscout...")
@@ -161,7 +168,7 @@ def check_login(tconnect, time_start, time_end, verbose=False, sanitize=True):
debug("Nightscout last uploaded bolus: \n%s" % pformat(last_upload_bolus))
except Exception as e:
log("Error occurred querying Nightscout API:")
log_err(e)
log(e)
errors += 1
log("-----")
@@ -169,13 +176,17 @@ def check_login(tconnect, time_start, time_end, verbose=False, sanitize=True):
def time_ago(t):
return '%s ago' % (arrow.now() - arrow.get(t)) if t else 'n/a'
log("Last basal start time: %s (%s)" % (lastBasalTime, time_ago(lastBasalTime)))
log("Last basal duration: %s" % lastBasalDuration)
log("Last reading time: %s (%s)" % (lastReadingTime, time_ago(lastReadingTime)))
log("-----")
if errors == 0:
log("No API errors returned!")
else:
log("API errors occurred. Please check the errors above.")
with open('tconnectsync-check-output.log', 'w') as f:
@@ -187,10 +198,14 @@ def check_login(tconnect, time_start, time_end, verbose=False, sanitize=True):
'NS_URL': NS_URL,
'NS_SECRET': NS_SECRET
}
if serialNumberToPump:
for i, (pumpSerial, pumpDetails) in enumerate(serialNumberToPump.items()):
sanitizedData[f'PUMP_SERIAL_{i}'] = pumpSerial
sanitizedData[f'TCONNECT_DEVICE_ID_{i}'] = pumpDetails['assignmentId']
if summary:
sanitizedData.update({
'ANDROID_PROFILE_USERID': summary.get('userID'),
'ANDROID_PROFILE_PATIENT_FULLNAME': summary.get('patientFullName'),
'ANDROID_PROFILE_CAREGIVER_FULLNAME': summary.get('caregiverFullName')
})
loglines = [run_sanitize(i, sanitizedData) for i in loglines]
f.writelines(loglines)
@@ -207,8 +222,4 @@ def run_sanitize(s, sanitizedData):
for k, v in sanitizedData.items():
if v and len(str(v)) > 0:
ret = ret.replace(str(v), '[%s]' % k)
return ret
def pformat(*args, **kwargs):
kwargs['width'] = 160
return pformat_base(*args, **kwargs)
return ret
+25
View File
@@ -0,0 +1,25 @@
from dataclasses import dataclass, asdict
@dataclass
class Bolus:
description: str
complete: str # "1" / "0"
completion: str
request_time: str # _datetime_parse timestamp
completion_time: str # _datetime_parse timestamp
insulin: str
requested_insulin: str
carbs: str
bg: str # potentially ""
user_override: str
extended_bolus: str # "1" / "0"
bolex_completion_time: str
bolex_start_time: str
def to_dict(self):
return asdict(self)
@property
def is_extended_bolus(self):
return self.extended_bolus == "1"
+27
View File
@@ -0,0 +1,27 @@
from dataclasses import dataclass
from typing import List, Optional
@dataclass
class Device:
name: str
model_number: str
status: str
guid: Optional[str]
@dataclass
class ProfileSegment:
display_time: str # Identical to time except written out as Midnight or Noon
time: str
basal_rate: float # _ u/hr
correction_factor: int # 1u: _ mg/dL
carb_ratio: float # 1u: _ g
target_bg_mgdl: int
@dataclass
class Profile:
title: str
active: bool
segments: List[ProfileSegment]
calculated_total_daily_basal: float # in units
insulin_duration_min: int
carbs_enabled: bool
@@ -1,40 +0,0 @@
from enum import Enum
from ...eventparser import events
class EventClass(set, Enum): # type: ignore[misc] # set/Enum both define __hash__; the combination works at runtime
# LidBasalDelivery = every 5min entry
# LidBasalRateChange = only when basal rate changes
BASAL = {events.LidBasalDelivery} # , LidBasalRateChange
BASAL_SUSPENSION = {events.LidPumpingSuspended}
BASAL_RESUME = {events.LidPumpingResumed}
ALARM = {events.LidAlarmActivated, events.LidMalfunctionActivated}
BOLUS = {
events.LidBolusRequestedMsg1, # carb amount, bg, iob
events.LidBolusRequestedMsg2, # more robust bolus type
events.LidBolusRequestedMsg3, # total bolus requested amount
events.LidBolusCompleted, # final event showing amount delivered
events.LidBolexCompleted # extended bolus
}
CARTRIDGE = {events.LidCartridgeFilled, events.LidCannulaFilled, events.LidTubingFilled}
CGM_ALERT = {events.LidCgmAlertActivated, events.LidCgmAlertActivatedDex, events.LidCgmAlertActivatedFsl2}
_CGM_START = {events.LidCgmStartSessionGx, events.LidCgmStartSessionFsl2}
_CGM_JOIN = {events.LidCgmJoinSessionGx, events.LidCgmJoinSessionG7, events.LidCgmJoinSessionFsl2, events.LidCgmJoinSessionFsl3}
_CGM_STOP = {events.LidCgmStopSessionGx, events.LidCgmStopSessionG7, events.LidCgmStopSessionFsl2, events.LidCgmStopSessionFsl3}
CGM_START_JOIN_STOP = {*_CGM_START, *_CGM_JOIN, *_CGM_STOP}
CGM_READING = {events.LidCgmDataGxb, events.LidCgmDataG7, events.LidCgmDataFsl2, events.LidCgmDataFsl3}
USER_MODE = {events.LidAaUserModeChange}
DEVICE_STATUS = {events.LidDailyBasal}
@staticmethod
def for_event(evt):
for typ, vals in EventClass.__members__.items():
if typ.startswith('_'):
continue
if type(evt) == type and evt in vals:
return EventClass.__members__[typ]
elif type(evt) in vals:
return EventClass.__members__[typ]
return None
@@ -1,57 +0,0 @@
from dataclasses import dataclass
from dataclasses_json import dataclass_json, DataClassJsonMixin
from typing import List
# These dataclasses model the `settings.details` blob from the Tandem Source
# bff/pumper endpoint (BffPump.settings.details). Only the fields the
# profile sync consumes are declared; dataclasses_json ignores the rest.
@dataclass_json
@dataclass
class PumpProfileSegment:
startTime: int # minutes
basalRate: int # milliunits
isf: int
carbRatio: int # milliunits
targetBg: int
@property
def skip(self):
return self.startTime == 0 and self.basalRate == 0 and self.isf == 0 and self.carbRatio == 0 and self.targetBg == 0
@dataclass_json
@dataclass
class PumpProfile:
name: str
idp: int
timeDependentSegments: List[PumpProfileSegment]
insulinDuration: int # minutes
carbEntry: str # e.g. "UnitsAsCarbs"
maxBolus: int # milliunits
def __post_init__(self):
self.timeDependentSegments = [i for i in self.timeDependentSegments if not i.skip]
@property
def tDependentSegs(self) -> List[PumpProfileSegment]:
# Back-compat alias for the pre-BFF field name.
return self.timeDependentSegments
@dataclass_json
@dataclass
class PumpProfiles:
activeIdp: int
profile: List[PumpProfile]
@dataclass_json
@dataclass
class PumpCgmSettings:
# The bff/pumper cgmSettings block is flat (no nested per-alert object).
highGlucoseAlertMgPerDl: int
lowGlucoseAlertMgPerDl: int
@dataclass_json
@dataclass
class PumpSettings(DataClassJsonMixin):
profiles: PumpProfiles
cgmSettings: PumpCgmSettings
+480
View File
@@ -0,0 +1,480 @@
import arrow
from tconnectsync.domain.bolus import Bolus
from ..secret import TIMEZONE_NAME
def _datetime_parse(date):
# consistent format with ws2 endpoint
return arrow.get(date, tzinfo=TIMEZONE_NAME).format("YYYY-MM-DD HH:mm:ssZZ")
class TherapyEvent:
type = None
eventDateTime = None
sourceRecId = None
def parse(self, json):
self.type = json['type']
self.eventDateTime = json['eventDateTime']
self.sourceRecId = json['sourceRecId']
self.rawJson = json
class CGMTherapyEvent(TherapyEvent):
eventID = None
egv = None
"""
{
"eventDateTime": "2022-07-21T00:00:08",
"eventID": 256,
"requestDateTime": "0001-01-01T00:00:00",
"type": "CGM",
"description": "EGV",
"sourceRecId": 0,
"eventTypeId": 0,
"deviceType": "t:slim X2 Insulin Pump",
"serialNumber": "xxx",
"indexId": 0,
"uploadId": 0,
"interactive": 0,
"tempRateId": 0,
"tempRateCompleted": 0,
"tempRateActivated": 0,
"egv": {
"estimatedGlucoseValue": 174,
"hypo": 0,
"belowTarget": 0,
"withinTarget": 1,
"aboveTarget": 0,
"hyper": 0
}
},
"""
@classmethod
def parse(_, json):
self = CGMTherapyEvent()
TherapyEvent.parse(self, json)
self.eventID = json['eventID']
self.egv = json['egv']['estimatedGlucoseValue']
return self
class BGTherapyEvent(TherapyEvent):
eventID = None
egv = None
"""
{
'bg': 160, # note in EGV
'cgmCalibration': 1, # not in EGV
'description': 'BG',
'deviceType': 't:slim X2 Insulin Pump',
'eventDateTime': '2022-08-20T07:25:24',
'eventTypeId': 16,
'indexId': 844955,
'interactive': 0,
'iob': 0.75,
'note': { 'active': False,
'eventId': 0, # different location than EGV
'eventTypeId': 16,
'id': 0,
'indexId': '',
'sourceRecordId': 0},
'requestDateTime': '0001-01-01T00:00:00',
'serialNumber': 'xxx',
'sourceRecId': 793549667,
'tempRateActivated': 0,
'tempRateCompleted': 0,
'tempRateId': 0,
'type': 'BG',
'uploadId': 748700213}
"""
@classmethod
def parse(_, json):
self = BGTherapyEvent()
TherapyEvent.parse(self, json)
self.eventID = json['note']['eventId']
# This is probably not how we want to provide CGM calibrations to Nightscout,
# but will just include it as egv data for now to keep the thing from crashing :)
self.egv = json['bg']
return self
class BolusTherapyEvent(TherapyEvent):
bolusRequestOptions = None
REQUEST_AUTOMATIC = "Automatic Bolus/Correction"
REQUEST_STANDARD = "Standard"
bolusType = None
TYPE_AUTOMATIC = "Automatic Correction"
TYPE_CARB = "Carb"
carbSize = None
correctionBolusSize = None
foodBolusSize = None
insulinDelivered = None
insulinRequested = None
completionDateTime = None
completionStatus = None
STATUS_COMPLETED = "Completed"
eventHistoryReportDetails = None
standardPercent = None
sourceRecId = None
@classmethod
def parse(_, json):
self = BolusTherapyEvent()
TherapyEvent.parse(self, json)
self.description = json.get("description")
self.complete = json.get("standard", {}).get("bolusIsComplete")
self.completion = json.get("standard", {}).get("completionStatusDesc")
self.request_time = json.get("requestDateTime")
self.completion_time = json.get("standard", {}).get("insulinDelivered", {}).get("completionDateTime")
# TODO: separate extended vs standard bolus into separate fields
self.insulin = json.get("standard", {}).get("insulinDelivered", {}).get("value")
self.requested_insulin = json.get("standard", {}).get("insulinRequested")
self.carbs = json.get("carbSize")
self.bg = json.get("bg")
self.user_override = json.get("userOverride")
self.extended_bolus = json.get("bolusRequestOptions") == "Extended"
if self.extended_bolus and self.complete:
# TODO(https://github.com/jwoglom/tconnectsync/issues/19): read more extended bolus info
self.complete = json.get("bolex", {}).get("extendedBolusIsComplete")
self.completion = json.get("bolex", {}).get("completionStatusDesc")
self.bolex_completion_time = json.get("bolex", {}).get("insulinDelivered", {}).get("completionDateTime")
self.bolex_start_time = json.get("bolex", {}).get("bolexStartDateTime")
else:
self.bolex_completion_time = ""
self.bolex_start_time = ""
return self
def to_bolus(self):
return Bolus(
description=self.description,
complete="1" if self.complete else "0",
completion=self.completion or "",
request_time=_datetime_parse(self.request_time),
completion_time=_datetime_parse(self.completion_time),
insulin=str(self.insulin),
requested_insulin=str(self.requested_insulin),
carbs=str(self.carbs or "0"), # Nightscout expects non-empty carbs
bg=str(self.bg or ""),
user_override=str(self.user_override),
extended_bolus="1" if self.extended_bolus else "0",
bolex_completion_time=_datetime_parse(self.bolex_completion_time) if self.bolex_completion_time else "",
bolex_start_time=_datetime_parse(self.bolex_start_time) if self.bolex_start_time else ""
)
"""
Correction:
{
"actualTotalBolusRequested": 2.9,
"bg": 254,
"bolusRequestOptions": "Automatic Bolus/Correction",
"bolusType": "Automatic Correction",
"carbSize": 0,
"correctionBolusSize": 2.9,
"correctionFactor": 30,
"declinedCorrection": 0,
"duration": 0,
"eventDateTime": "2022-07-21T11:53:08",
"eventHistoryReportDetails": "CF 1:30 - Carb Ratio 1:0 - Target BG 110",
"eventHistoryReportEventDesc": "Correction Bolus",
"foodBolusSize": 0,
"isQuickBolus": 0,
"note": {
"id": 0,
"indexId": "572946",
"eventTypeId": 64,
"sourceRecordId": 0,
"eventId": 0,
"active": false
},
"requestDateTime": "2022-07-21T11:53:08",
"standard": {
"insulinDelivered": {
"completionDateTime": "2022-07-21T11:55:24",
"value": 2.9
},
"foodDelivered": 0,
"correctionDelivered": 2.9,
"insulinRequested": 2.9,
"completionStatusId": 3,
"completionStatusDesc": "Completed",
"bolusIsComplete": 1,
"bolusRequestId": 3361,
"bolusCompletionId": 3361
},
"standardPercent": 100,
"targetBG": 110,
"userOverride": 0,
"type": "Bolus",
"description": "Automatic Bolus/Correction",
"sourceRecId": 1171791787,
"eventTypeId": 0,
"indexId": 0,
"uploadId": 0,
"interactive": 0,
"tempRateId": 0,
"tempRateCompleted": 0,
"tempRateActivated": 0
},
Standard:
{
"actualTotalBolusRequested": 4.17,
"bolusRequestOptions": "Standard",
"bolusType": "Carb",
"carbSize": 25,
"correctionBolusSize": 0,
"correctionFactor": 30,
"declinedCorrection": 0,
"duration": 0,
"eventDateTime": "2022-07-21T12:27:36",
"eventHistoryReportDetails": "CF 1:30 - Carb Ratio 1:6 - Target BG 110",
"eventHistoryReportEventDesc": "Food Bolus",
"foodBolusSize": 4.17,
"iob": 2.62,
"isQuickBolus": 0,
"note": {
"id": 0,
"indexId": "573042",
"eventTypeId": 64,
"sourceRecordId": 0,
"eventId": 0,
"active": false
},
"requestDateTime": "2022-07-21T12:27:36",
"standard": {
"insulinDelivered": {
"completionDateTime": "2022-07-21T12:29:21",
"value": 4.17
},
"foodDelivered": 4.17,
"correctionDelivered": 0,
"insulinRequested": 4.17,
"completionStatusId": 3,
"completionStatusDesc": "Completed",
"bolusIsComplete": 1,
"bolusRequestId": 3362,
"bolusCompletionId": 3362
},
"standardPercent": 100,
"targetBG": 110,
"userOverride": 0,
"type": "Bolus",
"description": "Standard",
"sourceRecId": 1171853319,
"eventTypeId": 0,
"indexId": 0,
"uploadId": 0,
"interactive": 0,
"tempRateId": 0,
"tempRateCompleted": 0,
"tempRateActivated": 0
},
Extended bolus incomplete:
{
"actualTotalBolusRequested": 0.4,
"bg": 131,
"bolex": {
"size": 0.2,
"bolexStartDateTime": "2022-08-09T23:20:04",
"iob": 0,
"completionStatusId": 0,
"extendedBolusIsComplete": 0,
"insulinRequested": 0,
"bolexCompletionId": 0
},
"bolusRequestOptions": "Extended",
"bolusType": "Carb",
"carbSize": 0,
"correctionBolusSize": 0.0,
"correctionFactor": 30.0,
"declinedCorrection": 0,
"duration": 15,
"eventDateTime": "2022-08-09T23:19:15",
"eventHistoryReportDetails": "CF 1:30 - Carb Ratio 1:6 - Target BG 110<br/>Override: Pump calculated Bolus = 0.0 units",
"eventHistoryReportEventDesc": "Food Bolus: 50&#37; Extended 15 mins",
"foodBolusSize": 0.0,
"iob": 5.87,
"isQuickBolus": 0,
"note": {
"id": 0,
"indexId": "631597",
"eventTypeId": 64,
"sourceRecordId": 0,
"eventId": 0,
"active": false
},
"requestDateTime": "2022-08-09T23:19:15",
"standard": {
"insulinDelivered": {
"completionDateTime": "2022-08-09T23:20:04",
"value": 0.2
},
"foodDelivered": 0.0,
"correctionDelivered": 0.0,
"insulinRequested": 0.2,
"completionStatusId": 3,
"completionStatusDesc": "Completed",
"bolusIsComplete": 1,
"bolusRequestId": 3636.0,
"bolusCompletionId": 3636.0
},
"standardPercent": 50.0,
"targetBG": 110,
"userOverride": 1,
"type": "Bolus",
"description": "Extended 50.00%/0.00",
"sourceRecId": 1209631944,
"eventTypeId": 0,
"indexId": 0,
"uploadId": 0,
"interactive": 0,
"tempRateId": 0,
"tempRateCompleted": 0,
"tempRateActivated": 0
}
Extended bolus (complete):
{
"actualTotalBolusRequested": 0.4,
"bg": 131,
"bolex": {
"size": 0.2,
"bolexStartDateTime": "2022-08-09T23:20:04",
"insulinDelivered": {
"completionDateTime": "2022-08-09T23:35:03",
"value": 0.2
},
"iob": 5.7,
"completionStatusId": 3.0,
"completionStatusDesc": "Completed",
"extendedBolusIsComplete": 1,
"insulinRequested": 0.2,
"bolexCompletionId": 16757133
},
"bolusRequestOptions": "Extended",
"bolusType": "Carb",
"carbSize": 0,
"correctionBolusSize": 0.0,
"correctionFactor": 30.0,
"declinedCorrection": 0,
"duration": 15,
"eventDateTime": "2022-08-09T23:19:15",
"eventHistoryReportDetails": "CF 1:30 - Carb Ratio 1:6 - Target BG 110<br/>Override: Pump calculated Bolus = 0.0 units",
"eventHistoryReportEventDesc": "Food Bolus: 50&#37; Extended 15 mins",
"foodBolusSize": 0.0,
"iob": 5.87,
"isQuickBolus": 0,
"note": {
"id": 0,
"indexId": "631597",
"eventTypeId": 64,
"sourceRecordId": 0,
"eventId": 0,
"active": false
},
"requestDateTime": "2022-08-09T23:19:15",
"standard": {
"insulinDelivered": {
"completionDateTime": "2022-08-09T23:20:04",
"value": 0.2
},
"foodDelivered": 0.0,
"correctionDelivered": 0.0,
"insulinRequested": 0.2,
"completionStatusId": 3,
"completionStatusDesc": "Completed",
"bolusIsComplete": 1,
"bolusRequestId": 3636.0,
"bolusCompletionId": 3636.0
},
"standardPercent": 50.0,
"targetBG": 110,
"userOverride": 1,
"type": "Bolus",
"description": "Extended 50.00%/0.00",
"sourceRecId": 1209631944,
"eventTypeId": 0,
"indexId": 0,
"uploadId": 0,
"interactive": 0,
"tempRateId": 0,
"tempRateCompleted": 0,
"tempRateActivated": 0
}
CGM Calibration (Therapy Event Type BG):
{ 'bg': 160,
'cgmCalibration': 1,
'description': 'BG',
'deviceType': 't:slim X2 Insulin Pump',
'eventDateTime': '2022-08-20T07:25:24',
'eventTypeId': 16,
'indexId': 844955,
'interactive': 0,
'iob': 0.75,
'note': { 'active': False,
'eventId': 0,
'eventTypeId': 16,
'id': 0,
'indexId': '',
'sourceRecordId': 0},
'requestDateTime': '0001-01-01T00:00:00',
'serialNumber': 'xxx',
'sourceRecId': 793549667,
'tempRateActivated': 0,
'tempRateCompleted': 0,
'tempRateId': 0,
'type': 'BG',
'uploadId': 0}
"""
class BasalTherapyEvent(TherapyEvent):
"""
{
'basalRate': {
'duration': 0,
'percent': 0,
'value': 0.0
},
'displayInHistory': 0,
'eventDateTime': '2022-12-02T00:00:00',
'note': {
'id': 0,
'indexId': '16403',
'eventTypeId': 90,
'sourceRecordId': 0,
'eventId': 0,
'active': False
},
'noteDate': {},
'requestDateTime': '0001-01-01T00:00:00',
'type': 'Basal',
'description': 'NDE',
'sourceRecId': xxx,
'eventTypeId': 0,
'indexId': 0,
'uploadId': 0,
'interactive': 1,
'tempRateId': 0,
'tempRateCompleted': 0,
'tempRateActivated': 0
}
"""
basalRateValue = None
basalRatePercent = None
basalRateDuration = None
eventTime = None
@classmethod
def parse(_, json):
self = CGMTherapyEvent()
TherapyEvent.parse(self, json)
if 'basalRate' in json:
self.basalRateValue = json['basalRate']['value']
self.basalRatePercent = json['basalRate']['percent']
self.basalRateDuration = json['basalRate']['duration']
self.eventTime = json['eventDateTime']
return self
+24
View File
@@ -0,0 +1,24 @@
#!/usr/bin/env python3
class Time:
def __init__(self, hour: int, min: int):
self.hour = hour
self.min = min
@classmethod
def parse(cls, input):
if ' ' not in input:
raise ValueError('unable to parse time: %s' % input)
hrmin, ampm = input.split(' ')
hr, min = hrmin.split(':')
hr = int(hr)
min = int(min)
if ampm.lower() == 'pm':
hr += 12
elif ampm.lower() != 'am':
raise ValueError('unable to parse time: %s' % input)
return cls(hr, min)
-243
View File
@@ -1,243 +0,0 @@
import re
def _norm(s):
return re.sub(r'[^a-z0-9]', '', s.lower())
header = '''# THIS FILE IS AUTOGENERATED. DO NOT EDIT.
import struct
import logging
import re
from dataclasses import dataclass
from enum import Enum, IntFlag
from .raw_event import RawEvent, BaseEvent
logger = logging.getLogger(__name__)
EVENT_LEN = 26
def _norm(s):
return re.sub(r'[^a-z0-9]', '', s.lower())
def _bitmask_arr_to_int(v):
# pump-logs bitmask fields arrive as arrays of set-bit indices; convert to the
# int the generated IntFlag / bitmask_to_list expects. Tolerate an int too.
if isinstance(v, (list, tuple)):
r = 0
for i in v:
r |= (1 << int(i))
return r
return int(v) if v is not None else 0
'''
TYPE_TO_STRUCT = {
'uint8': '>B',
'int8': '>b',
'uint16': '>H',
'int16': '>h',
'uint32': '>I',
'float32': '>f',
}
for k, v in TYPE_TO_STRUCT.items():
header += f"{k.upper()} = '{v}'\n"
TYPE_TO_PYOBJ = {
'uint8': 'int',
'int8': 'int',
'uint16': 'int',
'int16': 'int',
'uint32': 'int',
'float32': 'float',
}
HEADER_SIZE = 10
def unpack_command_for(field_def):
return f'struct.unpack_from({field_def["type"].upper()}, raw[:EVENT_LEN], {HEADER_SIZE + field_def["offset"]})'
TEMPLATE = '''
@dataclass
class {name}(BaseEvent):
"""{id}: {raw_name}"""
ID = {id}
NAME = "{raw_name}"
raw: RawEvent
{fields}
{transform_funcs}
@staticmethod
def build(raw):
{build_p1}
return {name}(
raw = RawEvent.build(raw),
{build_p2}
)
@staticmethod
def build_from_json(event):
props = {{_norm(k): v for k, v in event.get("eventProperties", {{}}).items()}}
return {name}(
raw = RawEvent.build_from_json(event),
{build_json}
)
@property
def eventTimestamp(self):
return self.raw.timestamp
@property
def seqNum(self):
return self.raw.seqNum
@property
def eventId(self):
return self.ID
def todict(self):
return dict(
id=self.ID,
name=self.NAME,
seqNum=self.seqNum,
eventTimestamp=str(self.eventTimestamp),
{fields_dict}
)
'''
def firstLower(text):
if not text:
return text
return f'{text[0].lower()}{text[1:]}'
def eventNameFormat(text):
if not text:
return text
return text.replace('_', ' ').title().replace(' ', '')
def fieldNameFormat(text):
if not text or all([i.isupper() for i in text]):
return text
if '_' in text or ' ' in text:
# snake_case / space-separated -> CamelCase, then lowercase first char
return firstLower(text.replace('_', ' ').title().replace(' ', '')).replace('raw', 'Raw')
# already camelCase (schema keys): preserve internal capitalization, only
# lowercase the first character (don't .title() it away)
return firstLower(text)
def build_fields(event_def):
ret = []
for name, field in event_def["data"].items():
suffix = 'Raw' if "transform" in field and name[-3:] != 'Raw' else ''
f = f'{fieldNameFormat(name)}{suffix}: {TYPE_TO_PYOBJ[field["type"]]}'
if "uom" in field:
f += ' # ' + field['uom']
ret.append(f)
return '\n'.join([f'{" "*4}{f}' for f in ret])
def build_fields_dict(event_def):
ret = []
for name, field in event_def["data"].items():
suffix = 'Raw' if "transform" in field and name[-3:] != 'Raw' else ''
f = f'{fieldNameFormat(name)}{suffix}=self.{fieldNameFormat(name)}{suffix},'
ret.append(f)
return '\n'.join([f'{" "*12}{f}' for f in ret])
def build_decode(event_def):
p1s = []
p2s = []
for name, field in event_def["data"].items():
p1 = f'{fieldNameFormat(name)}, = {unpack_command_for(field)}'
p1s.append(p1)
suffix = 'Raw' if "transform" in field and name[-3:] != 'Raw' else ''
p2 = f'{fieldNameFormat(name)}{suffix} = {fieldNameFormat(name)},'
p2s.append(p2)
return '\n'.join([f'{" "*8}{f}' for f in p1s]), '\n'.join([f'{" "*12}{f}' for f in p2s])
def build_json_kwargs(event_def):
lines = []
for name, field in event_def["data"].items():
suffix = 'Raw' if "transform" in field and name[-3:] != 'Raw' else ''
attr = f'{fieldNameFormat(name)}{suffix}'
key = _norm(name)
is_bitmask = "transform" in field and any(tx[0] == 'bitmask' for tx in field["transform"])
if is_bitmask:
lines.append(f'{attr} = _bitmask_arr_to_int(props.get("{key}", 0)),')
else:
lines.append(f'{attr} = props.get("{key}", None),')
return '\n'.join([f'{" "*12}{l}' for l in lines])
def build_transform_funcs(event_def):
try:
from transforms import TRANSFORMS
except ImportError:
from .transforms import TRANSFORMS
ret = []
for name, field in event_def["data"].items():
if not "transform" in field:
continue
for tx in field["transform"]:
ret += TRANSFORMS[tx[0]](event_def, name, fieldNameFormat(name), field, tx[1])
return '\n'.join([f'{" "*4}{f}' if f else '' for f in ret])
def build_event(event_id, event_def):
return TEMPLATE.format(
name = eventNameFormat(event_def["name"]),
fields = build_fields(event_def),
fields_dict = build_fields_dict(event_def),
build_p1 = build_decode(event_def)[0],
build_p2 = build_decode(event_def)[1],
build_json = build_json_kwargs(event_def),
transform_funcs = build_transform_funcs(event_def),
id = event_id,
raw_name = event_def["name"]
)
def build_events_map(events):
ret = ['EVENT_IDS = {']
for event_id, event_def in events.items():
ret += [f'{" "*4}{event_id}: {eventNameFormat(event_def["name"])},']
ret += ['}', '']
ret += ['EVENT_NAMES = {']
for event_id, event_def in events.items():
ret += [f'{" "*4}"{event_def["name"]}": {eventNameFormat(event_def["name"])},']
ret += ['}', '']
return '\n'.join(ret)
if __name__ == '__main__':
import json
merged_events = {}
output = f'{header}'
with open("events.json", "r") as f:
j = json.loads(f.read())
merged_events.update(j["events"])
with open("custom_events.json", "r") as f:
j = json.loads(f.read())
merged_events.update(j["events"])
for event_id, event_def in merged_events.items():
output += build_event(event_id, event_def)
output += build_events_map(merged_events)
print(output)
@@ -1,68 +0,0 @@
{
"events": {
"81": {
"name": "LID_DAILY_BASAL",
"data": {
"dailyTotalBasal": {
"type": "float32",
"offset": 0,
"uom": "units"
},
"lastBasalRate": {
"type": "float32",
"offset": 4,
"uom": "units/hour"
},
"iob": {
"type": "float32",
"offset": 8,
"uom": "units"
},
"batteryLipoMilliVolts": {
"type": "uint16",
"offset": 12,
"uom": "millivolts"
},
"batteryChargePercent": {
"type": "uint8",
"offset": 14,
"uom": "percent"
},
"finalEventForDay": {
"type": "uint8",
"offset": 15
}
}
},
"48": {
"name": "LID_CARBS_ENTERED",
"data": {
"carbs": {
"type": "float32",
"offset": 0,
"uom": "carbs"
}
}
},
"36": {
"name": "LID_USB_CONNECTED",
"data": {
"negotiatedCurrent": {
"type": "float32",
"offset": 0,
"uom": "mA"
}
}
},
"37": {
"name": "LID_USB_DISCONNECTED",
"data": {
"negotiatedCurrent": {
"type": "float32",
"offset": 0,
"uom": "mA"
}
}
}
}
}
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File diff suppressed because it is too large Load Diff
-41
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@@ -1,41 +0,0 @@
import struct
import base64
import logging
from dataclasses import dataclass
from .raw_event import RawEvent, EVENT_LEN
from .events import EVENT_IDS
from .utils import batched
logger = logging.getLogger(__name__)
def Event(x):
# Accepts either a 26-byte binary event or a pump-logs JSON event (dict).
if isinstance(x, dict):
raw_event = RawEvent.build_from_json(x)
if not raw_event.id in EVENT_IDS:
# Log unknown events with their property keys for reverse-engineering
props = ' '.join(x['eventProperties'].keys())
logger.debug(f"UNKNOWN_JSON_EVENT | id={raw_event.id} | seqNum={raw_event.seqNum} | timestamp={raw_event.timestamp.isoformat()} | props={props}")
return raw_event
return EVENT_IDS[raw_event.id].build_from_json(x)
raw_event = RawEvent.build(x)
if not raw_event.id in EVENT_IDS:
# Log unknown events with full hex dump for reverse-engineering
hex_dump = ' '.join(f'{b:02x}' for b in x[:EVENT_LEN])
logger.debug(f"UNKNOWN_EVENT | id={raw_event.id} | seqNum={raw_event.seqNum} | timestamp={raw_event.timestamp.isoformat()} | bytes={hex_dump}")
return raw_event
return EVENT_IDS[raw_event.id].build(x)
def Events(x):
# Accepts either a raw binary event stream or an iterable of pump-logs JSON events.
if isinstance(x, (bytes, bytearray)):
return (Event(bytearray(e)) for e in batched(x, EVENT_LEN))
return (Event(e) for e in x)
def decode_raw_events(raw):
return base64.b64decode(raw)
-90
View File
@@ -1,90 +0,0 @@
import struct
import arrow
from ..secret import TIMEZONE_NAME
from dataclasses import dataclass
EVENT_LEN = 26
# Big endian
UINT16 = '>H'
UINT32 = '>I'
TANDEM_EPOCH = 1199145600
@dataclass
class BaseEvent:
@staticmethod
def build(raw):
raise NotImplemented
@property
def eventTimestamp(self):
raise NotImplemented
@property
def eventId(self):
raise NotImplemented
@dataclass
class RawEvent:
source: int
id: int
timestampRaw: int
seqNum: int
raw: bytearray
@staticmethod
def build(raw):
source_and_id, = struct.unpack_from(UINT16, raw[:EVENT_LEN], 0)
timestampRaw, = struct.unpack_from(UINT32, raw[:EVENT_LEN], 2)
seqNum, = struct.unpack_from(UINT32, raw[:EVENT_LEN], 6)
return RawEvent(
source = (source_and_id & 0xF000) >> 12,
id = source_and_id & 0x0FFF,
timestampRaw = timestampRaw,
seqNum = seqNum,
raw = raw
)
@staticmethod
def build_from_json(event):
# pump-logs JSON events carry pumpDateTime (naive local wall-clock,
# no tz). Reproduce the byte path: store timestampRaw as seconds since
# TANDEM_EPOCH parsed AS IF UTC, so the .timestamp property re-forces
# the same wall-clock into TIMEZONE_NAME. source is unused; raw bytes
# are absent on the JSON path.
timestampRaw = arrow.get(event["pumpDateTime"]).int_timestamp - TANDEM_EPOCH
return RawEvent(
source = 0,
id = event["eventCode"],
timestampRaw = timestampRaw,
seqNum = event["sequenceNumber"],
raw = b''
)
@property
def timestamp(self):
# Event timestamps do not have TZ data attached to them when parsed,
# but represent the user's time zone setting. So we keep the time
# referenced on them, but force the timezone to what the user
# requests via the TZ secret.
return arrow.get(TANDEM_EPOCH + self.timestampRaw, tzinfo='UTC').replace(tzinfo=TIMEZONE_NAME)
@property
def eventId(self):
return self.id
@property
def eventTimestamp(self):
return self.timestamp
def todict(self):
return dict(
id=self.id,
name="RawEvent",
seqNum=self.seqNum,
eventTimestamp=str(self.eventTimestamp),
raw=''.join('{:02x}'.format(x) for x in self.raw),
)
-155
View File
@@ -1,155 +0,0 @@
ALERTS_DICT = {
"0": "LOW_INSULIN_ALERT",
"1": "USB_CONNECTION_ALERT",
"2": "LOW_POWER_ALERT",
"3": "LOW_POWER_ALERT2",
"4": "DATA_ERROR_ALERT",
"5": "AUTO_OFF_ALERT",
"6": "MAX_BASAL_RATE_ALERT",
"7": "POWER_SOURCE_ALERT",
"8": "MIN_BASAL_ALERT",
"9": "CONNECTION_ERROR_ALERT",
"10": "CONNECTION_ERROR_ALERT2",
"11": "INCOMPLETE_BOLUS_ALERT",
"12": "INCOMPLETE_TEMP_RATE_ALERT",
"13": "INCOMPLETE_CARTRIDGE_CHANGE_ALERT",
"14": "INCOMPLETE_FILL_TUBING_ALERT",
"15": "INCOMPLETE_FILL_CANNULA_ALERT",
"16": "INCOMPLETE_SETTING_ALERT",
"17": "LOW_INSULIN_ALERT2",
"18": "MAX_BASAL_ALERT",
"19": "LOW_TRANSMITTER_ALERT",
"20": "TRANSMITTER_ALERT",
"21": "DEFAULT_ALERT_21",
"22": "SENSOR_EXPIRING_ALERT",
"23": "PUMP_REBOOTING_ALERT",
"24": "DEVICE_CONNECTION_ERROR",
"25": "CGM_GRAPH_REMOVED",
"26": "MIN_BASAL_ALERT2",
"27": "INCOMPLETE_CALIBRATION",
"28": "CALIBRATION_TIMEOUT",
"29": "INVALID_TRANSMITTER_ID",
"30": "DEFAULT_ALERT_30",
"32": "DEFAULT_ALERT_32",
"33": "BUTTON_ALERT",
"34": "QUICK_BOLUS_ALERT",
"35": "BASAL_IQ_ALERT",
"36": "DEFAULT_ALERT_36",
"37": "DEFAULT_ALERT_37",
"38": "DEFAULT_ALERT_38",
"39": "TRANSMITTER_END_OF_LIFE",
"40": "CGM_ERROR",
"41": "CGM_ERROR2",
"42": "CGM_ERROR3",
"43": "DEFAULT_ALERT_43",
"44": "TRANSMITTER_EXPIRING_ALERT",
"45": "TRANSMITTER_EXPIRING_ALERT2",
"46": "TRANSMITTER_EXPIRING_ALERT3",
"47": "DEFAULT_ALERT_47",
"48": "CGM_UNAVAILABLE",
"49": "FILL_TUBING_STILL_IN_PROGRESS",
"50": "DEFAULT_ALERT_50",
"51": "CONTROL_IQ_LOW",
"52": "DEFAULT_ALERT_52",
"53": "DEFAULT_ALERT_53",
"54": "DEVICE_PAIRED",
"55": "DEFAULT_ALERT_55",
"56": "DEFAULT_ALERT_56",
"57": "DEFAULT_ALERT_57",
"58": "DEFAULT_ALERT_58",
"59": "DEFAULT_ALERT_59",
"60": "DEFAULT_ALERT_60",
"61": "DEFAULT_ALERT_61",
"62": "DEFAULT_ALERT_62",
"63": "DEFAULT_ALERT_63",
}
ALARMS_DICT = {
"0": "CARTRIDGE_ALARM",
"1": "CARTRIDGE_ALARM2",
"2": "OCCLUSION_ALARM",
"3": "PUMP_RESET_ALARM",
"4": "DEFAULT_ALARM_4",
"5": "CARTRIDGE_ALARM3",
"6": "CARTRIDGE_ALARM4",
"7": "AUTO_OFF_ALARM",
"8": "EMPTY_CARTRIDGE_ALARM",
"9": "CARTRIDGE_ALARM5",
"10": "TEMPERATURE_ALARM",
"11": "TEMPERATURE_ALARM2",
"12": "BATTERY_SHUTDOWN_ALARM",
"13": "DEFAULT_ALARM_13",
"14": "INVALID_DATE_ALARM",
"15": "TEMPERATURE_ALARM3",
"16": "CARTRIDGE_ALARM6",
"17": "DEFAULT_ALARM_17",
"18": "RESUME_PUMP_ALARM",
"19": "DEFAULT_ALARM_19",
"20": "CARTRIDGE_ALARM7",
"21": "ALTITUDE_ALARM",
"22": "STUCK_BUTTON_ALARM",
"23": "RESUME_PUMP_ALARM2",
"24": "ATMOSPHERIC_PRESSURE_OUT_OF_RANGE_ALARM",
"25": "CARTRIDGE_REMOVED_ALARM",
"26": "OCCLUSION_ALARM2",
"27": "DEFAULT_ALARM_27",
"28": "DEFAULT_ALARM_28",
"29": "CARTRIDGE_ALARM10",
"30": "CARTRIDGE_ALARM11",
"31": "CARTRIDGE_ALARM12",
"32": "DEFAULT_ALARM_32",
"33": "DEFAULT_ALARM_33",
"34": "DEFAULT_ALARM_34",
"35": "DEFAULT_ALARM_35",
"36": "DEFAULT_ALARM_36",
"37": "DEFAULT_ALARM_37",
"38": "DEFAULT_ALARM_38",
"39": "DEFAULT_ALARM_39",
"40": "DEFAULT_ALARM_40",
"41": "DEFAULT_ALARM_41",
"42": "DEFAULT_ALARM_42",
"43": "DEFAULT_ALARM_43",
"44": "DEFAULT_ALARM_44",
"45": "DEFAULT_ALARM_45",
"46": "DEFAULT_ALARM_46",
"47": "DEFAULT_ALARM_47",
"48": "DEFAULT_ALARM_48",
"49": "DEFAULT_ALARM_49",
"50": "DEFAULT_ALARM_50",
"51": "DEFAULT_ALARM_51",
"52": "DEFAULT_ALARM_52",
"53": "DEFAULT_ALARM_53",
"54": "DEFAULT_ALARM_54",
"55": "DEFAULT_ALARM_55",
"56": "DEFAULT_ALARM_56",
"57": "DEFAULT_ALARM_57",
"58": "DEFAULT_ALARM_58",
"59": "DEFAULT_ALARM_59",
"60": "DEFAULT_ALARM_60",
"61": "DEFAULT_ALARM_61",
"62": "DEFAULT_ALARM_62",
"63": "DEFAULT_ALARM_63",
}
# CGM alert codes from pump history verification (verified from pump display)
CGM_ALERTS_DICT = {
"1": "CGM Fixed Low",
"2": "CGM High",
"3": "CGM Low",
"8": "CGM Rapid Fall",
"11": "CGM Sensor Fail",
"12": "CGM Sensor Expiring Soon",
"13": "CGM Sensor Expired",
"14": "CGM Out Of Range",
"20": "CGM Transmitter Error",
"22": "CGM Sensor Expiring 2",
"25": "CGM Replace Sensor",
"26": "CGM Temperature",
"27": "CGM Failed Connection",
"39": "CGM Transmitter Expired",
"40": "Pump Bluetooth Error",
"45": "CGM Transmitter Expiring Soon",
"46": "CGM Transmitter Expiring 2",
"48": "CGM Unavailable"
}
-145
View File
@@ -1,145 +0,0 @@
import json
try:
from static_dicts import ALERTS_DICT, ALARMS_DICT, CGM_ALERTS_DICT
except ImportError:
from .static_dicts import ALERTS_DICT, ALARMS_DICT, CGM_ALERTS_DICT
def enumNameFormat(text):
if not text:
return text
t = text.replace('_', ' ').title().replace(' ', '')
if t.startswith('no,'):
return 'No'
if t.startswith('yes,'):
return 'Yes'
rem = None
for i in '-,.':
spl = t.split(i)
t = spl[0]
if len(spl) > 1:
rem = rem or spl[1]
for i in '()/"\u201c\u201d':
t = t.replace(i, '')
if t.lower() == 'false':
return 'FalseVal'
if t.lower() == 'true':
return 'TrueVal'
if t.lower() == 'none':
return 'NoneVal'
if t.lower() == 'reserved':
return None
if t.lower() == 'unused':
return None
if t.lower() == 'unavailable' and rem:
suffix = enumNameFormat(rem)
t += f'{suffix[0].lower()}{suffix[1:]}'
return f'{t[0].upper()}{t[1:]}'
def uniqueMemberNames(tx):
names = {}
for key, value in tx.items():
name = enumNameFormat(value)
if not name:
continue
names.setdefault(name, []).append(str(key))
unique_names = {}
for key, value in tx.items():
name = enumNameFormat(value)
if not name:
continue
if len(names[name]) == 1:
unique_names[key] = name
continue
unique_names[key] = f'{name}_{key}'
return unique_names
def transform_enum(event_def, name, name_fmt, field, tx):
out = []
member_names = uniqueMemberNames(tx)
lines_for_out = json.dumps(tx, indent=4).splitlines()
out += [f'{enumNameFormat(name_fmt)}Map = {lines_for_out[0]}']
out += lines_for_out[1:]
out += ['']
out += [f'class {enumNameFormat(name_fmt)}Enum(Enum):']
out += [
f' {member_names[k]} = {k}' for k, v in tx.items() if k in member_names
]
out += ['']
out += [
'@property',
f'def {name_fmt}(self):',
f' try:',
f' return self.{enumNameFormat(name_fmt)}Enum(self.{name_fmt}Raw)',
f' except ValueError as e:',
f' logger.error("Invalid {name_fmt}Raw in {enumNameFormat(name_fmt)} for "+str(self))',
f' logger.error(e)',
f' return None',
''
]
return out
def transform_dictionary(event_def, name, name_fmt, field, tx):
if tx == 'alerts':
return transform_enum(event_def, name, name_fmt, field, ALERTS_DICT)
if tx == 'alarms':
return transform_enum(event_def, name, name_fmt, field, ALARMS_DICT)
if tx == 'dalerts':
return transform_enum(event_def, name, name_fmt, field, CGM_ALERTS_DICT)
return [f'# Dictionary unknown: {tx}']
def transform_bitmask(event_def, name, name_fmt, field, tx):
out = []
member_names = uniqueMemberNames(tx)
lines_for_out = json.dumps(tx, indent=4).splitlines()
out += [f'{enumNameFormat(name_fmt)}Map = {lines_for_out[0]}']
out += lines_for_out[1:]
out += ['']
out += [f'class {enumNameFormat(name_fmt)}Bitmask(IntFlag):',]
out += [
f' {member_names[k]} = 2**{k}' for k, v in tx.items() if k in member_names
]
out += ['']
out += [
'@property',
f'def {name_fmt}(self):',
f' try:',
f' return self.{enumNameFormat(name_fmt)}Bitmask(self.{name_fmt}Raw)',
f' except ValueError as e:',
f' logger.error("Invalid {name_fmt}Raw in {enumNameFormat(name_fmt)}Bitmask for "+str(self))',
f' logger.error(e)',
f' return None',
f''
]
return out
def transform_ratio(event_def, name, name_fmt, field, tx):
out = []
out += [
'@property',
f'def {name_fmt}(self):',
f' return self.{name_fmt}Raw * {tx}',
''
]
return out
TRANSFORMS = {
'enum': transform_enum,
'dictionary': transform_dictionary,
'bitmask': transform_bitmask,
'ratio': transform_ratio,
}
-23
View File
@@ -1,23 +0,0 @@
import itertools
def batched(iterable, n):
"""
Batch data into iterators of length n. The last batch may be shorter.
This is a polyfill for itertools.batched() in Python 3.12+
"""
if n < 1:
raise ValueError('n must be at least one')
it = iter(iterable)
while True:
chunk_it = itertools.islice(it, n)
try:
first_el = next(chunk_it)
except StopIteration:
return
yield itertools.chain((first_el,), chunk_it)
def bitmask_to_list(intflag):
n = type(intflag).__name__
if not str(intflag).startswith(n):
return []
return str(intflag)[len(n)+1:].split('|')
+4 -14
View File
@@ -7,33 +7,23 @@ IOB = "IOB"
BOLUS_BG = "BOLUS_BG"
CGM = "CGM"
PUMP_EVENTS = "PUMP_EVENTS"
PUMP_EVENTS_BASAL_SUSPENSION = "PUMP_EVENTS_BASAL_SUSPENSION"
PROFILES = "PROFILES"
CGM_ALERTS = "CGM_ALERTS"
DEVICE_STATUS = "DEVICE_STATUS"
DEFAULT_FEATURES = [
BASAL,
BOLUS,
PUMP_EVENTS,
PROFILES
BOLUS
]
ALL_FEATURES = [
BASAL,
BOLUS,
IOB,
PUMP_EVENTS,
PUMP_EVENTS_BASAL_SUSPENSION,
PROFILES,
CGM,
CGM_ALERTS,
DEVICE_STATUS,
PUMP_EVENTS
]
# These modes are not yet ready for wide use.
if ENABLE_TESTING_MODES:
ALL_FEATURES += [
BOLUS_BG
BOLUS_BG,
CGM
]
+48 -87
View File
@@ -7,26 +7,19 @@ import arrow
import logging
from urllib.parse import urljoin
from typing import Optional, Union
from .api.common import ApiException
from .parser.nightscout import ENTERED_BY
# Anything arrow.get() accepts for the date filters / timestamps passed around
# in this module (ISO strings, datetimes, or already-parsed Arrow objects).
DateLike = Union[str, datetime.datetime, arrow.Arrow]
def format_datetime(date: DateLike) -> str:
def format_datetime(date):
return arrow.get(date).isoformat()
def time_range(field_name: str, start_time: Optional[DateLike], end_time: Optional[DateLike]) -> str:
def fmt(date: DateLike) -> str:
def time_range(field_name, start_time, end_time, t_to_space=False):
def fmt(date):
ret = format_datetime(date)
# URL-encode so the '+' in offsets like '+02:00' is not decoded
# to a space by the server, which would mangle the ISO-8601 value.
# Upstream instead retries with 'T' replaced by a space (t_to_space);
# encoding the value fixes the cause, so that fallback is not carried.
return urllib.parse.quote(ret, safe='')
if t_to_space:
return ret.replace('T', ' ')
return ret
arg = ''
if start_time:
arg += '&find[%s][$gte]=%s' % (field_name, fmt(start_time))
@@ -37,119 +30,101 @@ def time_range(field_name: str, start_time: Optional[DateLike], end_time: Option
logger = logging.getLogger(__name__)
class NightscoutApi:
def __init__(self, url: str, secret: str, skip_verify: bool = False, ignore_conn_errors: bool = False) -> None:
def __init__(self, url, secret, skip_verify=False):
self.url = url
self.secret = secret
self.verify = False if skip_verify else None
self.ignore_conn_errors = ignore_conn_errors
def upload_entry(self, ns_format: dict, entity: str = 'treatments') -> None:
def upload_entry(self, ns_format, entity='treatments'):
r = requests.post(urljoin(self.url, 'api/v1/' + entity + '?api_secret=' + self.secret), json=ns_format, headers={
'Accept': 'application/json',
'Content-Type': 'application/json',
'api-secret': hashlib.sha1(self.secret.encode()).hexdigest()
}, verify=self.verify)
if r.status_code != 200:
raise ApiException(r.status_code, "Nightscout upload %s response: %s" % (r.status_code, r.text))
raise ApiException(r.status_code, "Nightscout upload response: %s" % r.text)
def delete_entry(self, entity: str) -> None:
def delete_entry(self, entity):
r = requests.delete(urljoin(self.url, 'api/v1/' + entity + '?api_secret=' + self.secret), json={}, headers={
'Accept': 'application/json',
'Content-Type': 'application/json',
'api-secret': hashlib.sha1(self.secret.encode()).hexdigest()
}, verify=self.verify)
if r.status_code != 200:
raise ApiException(r.status_code, "Nightscout delete %s response: %s" % (r.status_code, r.text))
raise ApiException(r.status_code, "Nightscout delete response: %s" % r.text)
def put_entry(self, ns_format: dict, entity: str) -> None:
def put_entry(self, ns_format, entity):
r = requests.put(urljoin(self.url, 'api/v1/' + entity + '?api_secret=' + self.secret), json=ns_format, headers={
'Accept': 'application/json',
'Content-Type': 'application/json',
'api-secret': hashlib.sha1(self.secret.encode()).hexdigest()
}, verify=self.verify)
if r.status_code != 200:
raise ApiException(r.status_code, "Nightscout put %s response: %s" % (r.status_code, r.text))
raise ApiException(r.status_code, "Nightscout put response: %s" % r.text)
def last_uploaded_entry(self, eventType: str, time_start: Optional[DateLike] = None, time_end: Optional[DateLike] = None) -> Optional[dict]:
dateFilter = time_range('created_at', time_start, time_end)
try:
def last_uploaded_entry(self, eventType, time_start=None, time_end=None):
def internal(t_to_space):
dateFilter = time_range('created_at', time_start, time_end, t_to_space=t_to_space)
latest = requests.get(urljoin(self.url, 'api/v1/treatments?count=1&find[enteredBy]=' + urllib.parse.quote(ENTERED_BY) + '&find[eventType]=' + urllib.parse.quote(eventType) + dateFilter + '&ts=' + str(time.time())), headers={
'api-secret': hashlib.sha1(self.secret.encode()).hexdigest()
}, verify=self.verify)
if latest.status_code != 200:
raise ApiException(latest.status_code, "Nightscout last_uploaded_entry %s response: %s" % (latest.status_code, latest.text))
raise ApiException(latest.status_code, "Nightscout last_uploaded_entry response: %s" % latest.text)
j = latest.json()
if j and len(j) > 0:
return j[0]
return None
except requests.exceptions.ConnectionError as e:
if self.ignore_conn_errors:
logger.warn('Ignoring ConnectionError because ignore_conn_errors=true', e)
return None
else:
raise e
def last_uploaded_bg_entry(self, time_start: Optional[DateLike] = None, time_end: Optional[DateLike] = None) -> Optional[dict]:
dateFilter = time_range('dateString', time_start, time_end)
try:
ret = internal(False)
if ret is None and (time_start or time_end):
ret = internal(True)
if ret is not None:
logger.warning("last_uploaded_entry with eventType=%s time_start=%s time_end=%s only returned data when timestamps contained a space" % (eventType, time_start, time_end))
return ret
def last_uploaded_bg_entry(self, time_start=None, time_end=None):
def internal(t_to_space):
dateFilter = time_range('dateString', time_start, time_end, t_to_space=t_to_space)
latest = requests.get(urljoin(self.url, 'api/v1/entries.json?count=1&find[device]=' + urllib.parse.quote(ENTERED_BY) + dateFilter + '&ts=' + str(time.time())), headers={
'api-secret': hashlib.sha1(self.secret.encode()).hexdigest()
}, verify=self.verify)
if latest.status_code != 200:
raise ApiException(latest.status_code, "Nightscout last_uploaded_bg_entry %s response: %s" % (latest.status_code, latest.text))
raise ApiException(latest.status_code, "Nightscout last_uploaded_bg_entry response: %s" % latest.text)
j = latest.json()
if j and len(j) > 0:
return j[0]
return None
except requests.exceptions.ConnectionError as e:
if self.ignore_conn_errors:
logger.warn('Ignoring ConnectionError because ignore_conn_errors=true', e)
return None
else:
raise e
ret = internal(False)
if ret is None and (time_start or time_end):
ret = internal(True)
if ret is not None:
logger.warning("last_uploaded_bg_entry with time_start=%s time_end=%s only returned data when timestamps contained a space" % (time_start, time_end))
return ret
def last_uploaded_activity(self, activityType: str, time_start: Optional[DateLike] = None, time_end: Optional[DateLike] = None) -> Optional[dict]:
dateFilter = time_range('created_at', time_start, time_end)
try:
def last_uploaded_activity(self, activityType, time_start=None, time_end=None):
def internal(t_to_space):
dateFilter = time_range('created_at', time_start, time_end, t_to_space=t_to_space)
latest = requests.get(urljoin(self.url, 'api/v1/activity?find[enteredBy]=' + urllib.parse.quote(ENTERED_BY) + '&find[activityType]=' + urllib.parse.quote(activityType) + dateFilter + '&ts=' + str(time.time())), headers={
'api-secret': hashlib.sha1(self.secret.encode()).hexdigest()
}, verify=self.verify)
if latest.status_code != 200:
raise ApiException(latest.status_code, "Nightscout activity %s response: %s" % (latest.status_code, latest.text))
raise ApiException(latest.status_code, "Nightscout activity response: %s" % latest.text)
j = latest.json()
if j and len(j) > 0:
return j[0]
return None
except requests.exceptions.ConnectionError as e:
if self.ignore_conn_errors:
logger.warn('Ignoring ConnectionError because ignore_conn_errors=true', e)
return None
else:
raise e
def last_uploaded_devicestatus(self, time_start: Optional[DateLike] = None, time_end: Optional[DateLike] = None) -> Optional[dict]:
dateFilter = time_range('created_at', time_start, time_end)
try:
latest = requests.get(urljoin(self.url, 'api/v1/devicestatus?find[device]=' + urllib.parse.quote(ENTERED_BY) + dateFilter + '&ts=' + str(time.time())), headers={
'api-secret': hashlib.sha1(self.secret.encode()).hexdigest()
}, verify=self.verify)
if latest.status_code != 200:
raise ApiException(latest.status_code, "Nightscout devicestatus %s response: %s" % (latest.status_code, latest.text))
j = latest.json()
if j and len(j) > 0:
return j[0]
return None
except requests.exceptions.ConnectionError as e:
if self.ignore_conn_errors:
logger.warn('Ignoring ConnectionError because ignore_conn_errors=true', e)
return None
else:
raise e
ret = internal(False)
if ret is None and (time_start or time_end):
ret = internal(True)
if ret is not None:
logger.warning("last_uploaded_activity with activityType=%s time_start=%s time_end=%s only returned data when timestamps contained a space" % (activityType, time_start, time_end))
return ret
"""
Returns general status information about the Nightscout server.
@@ -160,18 +135,4 @@ class NightscoutApi:
}, verify=self.verify)
if status.status_code != 200:
raise Exception('HTTP error status code (%d) from Nightscout: %s' % (status.status_code, status.text))
return status.json()
"""
Returns information on the currently configured Nightscout profile data store
(contains all profiles in Nightscout under one mongo object).
"""
def current_profile(self, time_start=None, time_end=None):
r = requests.get(urljoin(self.url, 'api/v1/profile/current?api_secret=' + self.secret), json={}, headers={
'Accept': 'application/json',
'Content-Type': 'application/json',
'api-secret': hashlib.sha1(self.secret.encode()).hexdigest()
}, verify=self.verify)
if r.status_code != 200:
raise ApiException(r.status_code, "Nightscout current_profile %s response: %s" % (r.status_code, r.text))
return r.json()
return status.json()
+27
View File
@@ -0,0 +1,27 @@
from tconnectsync.domain.therapy_event import BolusTherapyEvent, CGMTherapyEvent, BGTherapyEvent, BasalTherapyEvent
from tconnectsync.parser.tconnect import TConnectEntry
import logging
logger = logging.getLogger(__name__)
def split_therapy_events(ciqTherapyEvents):
bolusEvents = []
cgmEvents = []
bgEvents = []
basalEvents = []
for e in ciqTherapyEvents['event']:
event = TConnectEntry.parse_therapy_event(e)
if isinstance(event, BolusTherapyEvent):
bolusEvents.append(event)
elif isinstance(event, CGMTherapyEvent):
cgmEvents.append(event)
elif isinstance(event, BGTherapyEvent):
bgEvents.append(event)
elif isinstance(event, BasalTherapyEvent):
basalEvents.append(event)
logger.debug("split_therapy_events: %d bolus, %d CGM, %d BG, %d basal" % (len(bolusEvents), len(cgmEvents), len(bgEvents), len(basalEvents)))
# TODO: BG events (CGM Calibration) values are not currently returned from ciq_therapy_events.py
return bolusEvents, cgmEvents
+18 -186
View File
@@ -1,23 +1,14 @@
import arrow
from ..domain.tandemsource.pump_settings import PumpProfile, PumpSettings
from ..secret import TIMEZONE_NAME, NIGHTSCOUT_PROFILE_CARBS_HR_VALUE, NIGHTSCOUT_PROFILE_DELAY_VALUE
ENTERED_BY = "Pump (tconnectsync)"
BASAL_EVENTTYPE = "Temp Basal"
BOLUS_EVENTTYPE = "Combo Bolus"
SITECHANGE_EVENTTYPE = "Site Change"
BASALSUSPENSION_EVENTTYPE = "Basal Suspension"
BASALRESUME_EVENTTYPE = "Basal Resume"
ACTIVITY_EVENTTYPE = "Activity"
EXERCISE_EVENTTYPE = "Exercise"
SLEEP_EVENTTYPE = "Sleep"
ALARM_EVENTTYPE = "Alarm"
CGM_ALERT_EVENTTYPE = "CGM Alert"
CGM_START_EVENTTYPE = "Sensor Start"
CGM_JOIN_EVENTTYPE = "Sensor Start"
CGM_STOP_EVENTTYPE = "Sensor Stop"
IOB_ACTIVITYTYPE = "tconnect_iob"
@@ -27,7 +18,7 @@ Conversion methods for parsing data into Nightscout objects.
"""
class NightscoutEntry:
@staticmethod
def basal(value, duration_mins, created_at, reason="", pump_event_id=""):
def basal(value, duration_mins, created_at, reason=""):
return {
"eventType": BASAL_EVENTTYPE,
"reason": reason,
@@ -37,8 +28,7 @@ class NightscoutEntry:
"created_at": created_at,
"carbs": None,
"insulin": None,
"enteredBy": ENTERED_BY,
"pump_event_id": pump_event_id
"enteredBy": ENTERED_BY
}
# Note that Nightscout is not consistent and uses "Sensor"/"Finger"
@@ -47,29 +37,23 @@ class NightscoutEntry:
FINGER = "Finger"
@staticmethod
def bolus(bolus, carbs, created_at, notes="", bg="", bg_type="", pump_event_id=""):
def bolus(bolus, carbs, created_at, notes="", bg="", bg_type=""):
data = {
"eventType": BOLUS_EVENTTYPE,
"created_at": created_at,
"carbs": int(carbs) if carbs else 0,
"carbs": int(carbs),
"insulin": float(bolus),
"notes": notes,
"enteredBy": ENTERED_BY,
"pump_event_id": pump_event_id
}
if bg:
if bg_type:
if bg_type not in (NightscoutEntry.SENSOR, NightscoutEntry.FINGER):
raise InvalidBolusTypeException("bg_type: %s (%s)" % (bg_type, data))
if bg_type not in (NightscoutEntry.SENSOR, NightscoutEntry.FINGER):
raise InvalidBolusTypeException("bg_type: %s (%s)" % (bg_type, data))
data.update({
"glucose": str(bg),
"glucoseType": bg_type
})
else:
data.update({
"glucose": str(bg)
})
data.update({
"glucose": str(bg),
"glucoseType": bg_type
})
return data
@staticmethod
@@ -80,200 +64,48 @@ class NightscoutEntry:
"created_at": created_at,
"enteredBy": ENTERED_BY
}
@staticmethod
def entry(sgv, created_at, pump_event_id=""):
def entry(sgv, created_at):
return {
"type": "sgv",
"sgv": int(sgv),
"date": int(1000 * arrow.get(created_at).timestamp()),
"dateString": arrow.get(created_at).strftime('%Y-%m-%dT%H:%M:%S%z'),
"device": ENTERED_BY,
"pump_event_id": pump_event_id,
# delta, direction are undefined
}
@staticmethod
def sitechange(created_at, reason="", pump_event_id=""):
def sitechange(created_at, reason=""):
return {
"eventType": SITECHANGE_EVENTTYPE,
"reason": reason,
"notes": reason,
"created_at": created_at,
"enteredBy": ENTERED_BY,
"pump_event_id": pump_event_id
"enteredBy": ENTERED_BY
}
@staticmethod
def basalsuspension(created_at, reason="", pump_event_id=""):
def basalsuspension(created_at, reason=""):
return {
"eventType": BASALSUSPENSION_EVENTTYPE,
"reason": reason,
"notes": reason,
"created_at": created_at,
"enteredBy": ENTERED_BY,
"pump_event_id": pump_event_id
"enteredBy": ENTERED_BY
}
@staticmethod
def basalresume(created_at, pump_event_id=""):
return {
"eventType": BASALRESUME_EVENTTYPE,
"reason": "Basal resumed",
"notes": "Basal resumed",
"created_at": created_at,
"enteredBy": ENTERED_BY,
"pump_event_id": pump_event_id
}
@staticmethod
def alarm(created_at, reason="", pump_event_id=""):
return {
"eventType": ALARM_EVENTTYPE,
"reason": reason,
"notes": reason,
"created_at": created_at,
"enteredBy": ENTERED_BY,
"pump_event_id": pump_event_id
}
@staticmethod
def cgm_alert(created_at, reason="", pump_event_id=""):
return {
"eventType": CGM_ALERT_EVENTTYPE,
"reason": reason,
"notes": reason,
"created_at": created_at,
"enteredBy": ENTERED_BY,
"pump_event_id": pump_event_id
}
@staticmethod
def cgm_start(created_at, reason="", pump_event_id=""):
return {
"eventType": CGM_START_EVENTTYPE,
"reason": reason,
"notes": reason,
"created_at": created_at,
"enteredBy": ENTERED_BY,
"pump_event_id": pump_event_id
}
@staticmethod
def cgm_join(created_at, reason="", pump_event_id=""):
return {
"eventType": CGM_JOIN_EVENTTYPE,
"reason": reason,
"notes": reason,
"created_at": created_at,
"enteredBy": ENTERED_BY,
"pump_event_id": pump_event_id
}
@staticmethod
def cgm_stop(created_at, reason="", pump_event_id=""):
return {
"eventType": CGM_STOP_EVENTTYPE,
"reason": reason,
"notes": reason,
"created_at": created_at,
"enteredBy": ENTERED_BY,
"pump_event_id": pump_event_id
}
@staticmethod
def activity(created_at, duration, reason="", event_type=ACTIVITY_EVENTTYPE, pump_event_id=""):
def activity(created_at, duration, reason="", event_type=ACTIVITY_EVENTTYPE):
return {
"eventType": event_type,
"reason": reason,
"notes": reason,
"duration": float(duration),
"created_at": created_at,
"enteredBy": ENTERED_BY,
"pump_event_id": pump_event_id
"enteredBy": ENTERED_BY
}
@staticmethod
def devicestatus(created_at, batteryVoltage, batteryPercent, pump_event_id=""):
return {
"device": ENTERED_BY,
"created_at": created_at,
"pump": {
"clock": created_at,
"battery": {
"voltage": float(batteryVoltage),
"percent": int(batteryPercent) if batteryPercent else None,
"status": "%.0f%s" % (batteryPercent, '%')
},
},
"pump_event_id": pump_event_id
}
# TandemSource profile to Nightscout profile store entry
@staticmethod
def tandemsource_profile_store(profile: PumpProfile, pump_settings: PumpSettings) -> dict:
return {
# insulin duration in hours; Nightscout JS bug requires all top-level fields to be strings
"dia": "%s" % (profile.insulinDuration / 60),
# Sort by the typed segment.startTime (monotonic with timeAsSeconds)
# so the sort key is a well-typed int rather than an untyped dict value.
"carbratio": [
{
"time": minutes_to_ns_time(segment.startTime),
"timeAsSeconds": segment.startTime * 60,
"value": segment.carbRatio / 1000 # milliunits->units
} for segment in sorted(
(s for s in profile.tDependentSegs if not s.skip),
key=lambda s: s.startTime)
],
"carbs_hr": NIGHTSCOUT_PROFILE_CARBS_HR_VALUE,
"delay": NIGHTSCOUT_PROFILE_DELAY_VALUE,
"sens": [ # Correction factor / isf
{
"time": minutes_to_ns_time(segment.startTime),
"timeAsSeconds": segment.startTime * 60,
"value": segment.isf
} for segment in sorted(
(s for s in profile.tDependentSegs if not s.skip),
key=lambda s: s.startTime)
],
"basal": [
{
"time": minutes_to_ns_time(segment.startTime),
"timeAsSeconds": segment.startTime * 60,
"value": segment.basalRate / 1000 # milliunits->units
} for segment in sorted(
profile.tDependentSegs,
key=lambda s: s.startTime)
],
"target_low": [
{
"time": "00:00",
"timeAsSeconds": 0,
"value": pump_settings.cgmSettings.lowGlucoseAlertMgPerDl
}
],
"target_high": [
{
"time": "00:00",
"timeAsSeconds": 0,
"value": pump_settings.cgmSettings.highGlucoseAlertMgPerDl
}
],
"timezone": TIMEZONE_NAME, # tconnectsync settings timezone
"startDate": "1970-01-01T00:00:00.000Z",
"units": "mg/dl"
}
def minutes_to_ns_time(minutes_time: int) -> str:
hr = minutes_time // 60
mn = minutes_time % 60
return "%02d:%02d" % (hr, mn)
class InvalidBolusTypeException(RuntimeError):
pass
+221
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@@ -0,0 +1,221 @@
from os import stat
import sys
import arrow
from tconnectsync.domain.bolus import Bolus
from tconnectsync.domain.therapy_event import BolusTherapyEvent, CGMTherapyEvent, BGTherapyEvent, BasalTherapyEvent
try:
from ..secret import TIMEZONE_NAME
except Exception:
print('Unable to import parser secrets from secret.py')
sys.exit(1)
"""
Conversion methods for parsing raw t:connect data into
a more digestable format, which is used internally.
"""
class TConnectEntry:
BASAL_EVENTS = { 0: "Suspension", 1: "Profile", 2: "TempRate", 3: "Algorithm" }
@staticmethod
def _epoch_parse(x):
# data["x"] is an integer epoch timestamp which, when read as an equivalent timestamp
# stored in Pacific time (America/Los_Angeles), contains the user's local time, but
# with the wrong timezone data attached.
#
# For example, data["x"] references UTC timestamp 2020-09-01T13:00:00+00:00,
# which when read in Pacific time is equivalent to 2020-09-01T06:00:00-07:00.
# However, the user's timezone is Eastern time, so the timezone of America/Los_Angeles
# is overwritten with America/New_York, resulting in 2020-09-01T06:00:00-04:00, the
# correct timestamp.
return arrow.get(x, tzinfo="America/Los_Angeles").replace(tzinfo=TIMEZONE_NAME)
@staticmethod
def _jsonp_epoch_parse(x):
return TConnectEntry._epoch_parse(int(x.replace('/Date(', '').replace('-0000)/', '')))
@staticmethod
def parse_ciq_basal_entry(data, delivery_type=""):
time = TConnectEntry._epoch_parse(data["x"])
duration_mins = data["duration"] / 60
basal_rate = data["y"]
return {
"time": time.format(),
"delivery_type": delivery_type,
"duration_mins": duration_mins,
"basal_rate": basal_rate,
}
@staticmethod
def manual_suspension_to_basal_entry(parsedSuspension, seconds):
duration_mins = seconds / 60
return {
"time": parsedSuspension["time"],
"delivery_type": "%s suspension" % parsedSuspension["suspendReason"],
"duration_mins": duration_mins,
"basal_rate": 0.0
}
@staticmethod
def parse_suspension_entry(data):
time = TConnectEntry._epoch_parse(data["x"])
return {
"time": time.format(),
"continuation": data["continuation"],
"suspendReason": data["suspendReason"],
}
@staticmethod
def _datetime_parse(date):
return arrow.get(date, tzinfo=TIMEZONE_NAME)
@staticmethod
def parse_cgm_entry(data):
# EventDateTime is stored in the user's timezone.
return {
"time": TConnectEntry._datetime_parse(data["EventDateTime"]).format(),
"reading": data["Readings (CGM / BGM)"],
"reading_type": data["Description"],
}
@staticmethod
def parse_iob_entry(data):
# EventDateTime is stored in the user's timezone.
return {
"time": TConnectEntry._datetime_parse(data["EventDateTime"]).format(),
"iob": data["IOB"],
"event_id": data["EventID"],
}
@staticmethod
def parse_csv_basal_entry(data, duration_mins=None):
# EventDateTime is stored in the user's timezone.
return {
"time": TConnectEntry._datetime_parse(data["EventDateTime"]).format(),
"delivery_type": "Unknown",
"duration_mins": duration_mins,
"basal_rate": data["BasalRate"],
}
@staticmethod
def parse_bolus_entry(data):
# All DateTime's are stored in the user's timezone.
def is_complete(s):
return s and int(s) == 1
complete = is_complete(data["ExtendedBolusIsComplete"]) or is_complete(data["BolusIsComplete"])
extended_bolus = ("extended" in data["Description"].lower())
return Bolus(**{
"description": data["Description"],
"complete": "1" if complete else "",
"completion": data["CompletionStatusDesc"] if not extended_bolus else data["BolexCompletionStatusDesc"],
"request_time": TConnectEntry._datetime_parse(data["RequestDateTime"]).format() if not extended_bolus else None,
"completion_time": TConnectEntry._datetime_parse(data["CompletionDateTime"]).format() if not extended_bolus else None,
"insulin": data["InsulinDelivered"],
"requested_insulin": data["ActualTotalBolusRequested"],
"carbs": data["CarbSize"],
"bg": data["BG"], # Note: can be empty string for automatic Control-IQ boluses
"user_override": data["UserOverride"],
"extended_bolus": "1" if extended_bolus else "",
# Note: completion time can be empty if the extended bolus is in progress
"bolex_completion_time": TConnectEntry._datetime_parse(data["BolexCompletionDateTime"]).format() if data["BolexCompletionDateTime"] and complete and extended_bolus else None,
"bolex_start_time": TConnectEntry._datetime_parse(data["BolexStartDateTime"]).format() if data["BolexStartDateTime"] and complete and extended_bolus else None,
})
@staticmethod
def parse_reading_entry(data):
return {
"time": TConnectEntry._datetime_parse(data["EventDateTime"]).format(),
"bg": data["Readings (CGM / BGM)"],
"type": data["Description"]
}
ACTIVITY_EVENTS = { 1: "Sleep", 2: "Exercise", 3: "AutoBolus", 4: "CarbOnly" }
@staticmethod
def parse_ciq_activity_event(data):
if data["eventType"] not in TConnectEntry.ACTIVITY_EVENTS.keys():
raise UnknownCIQActivityEventException(data)
time = TConnectEntry._epoch_parse(data["x"])
return {
"time": time.format(),
"duration_mins": data["duration"] / 60,
"event_type": TConnectEntry.ACTIVITY_EVENTS[data["eventType"]]
}
BASALSUSPENSION_EVENTS = {
# site-cart corresponds to a Site or Cartridge change,
# specifically a Tubing Filled: Norm AND a Cannula Filled: Norm alert.
# (This means that a typical changing of a cartridge and then a site
# will result in two consecutive events of this type.)
"site-cart": "Site/Cartridge Change",
# alarm corresponds to one of the following:
# - an Empty Cartridge alarm
# - a Pump shutdown
"alarm": "Empty Cartridge/Pump Shutdown",
# manual corresponds to a Pumping Suspended by User event
"manual": "User Suspended",
# temp-profile corresponds to a Basal Rate Change event to 0u/hr
"temp-profile": "Basal Rate Change"
}
BASALSUSPENSION_SKIPPED_EVENTS = {
# basal-profile events are not very useful; with ControlIQ enabled,
# Tandem does not show them in the tconnect UI.
"basal-profile",
# If an event continues to occur after the date switches over to the next
# day, then the pump generates a "previous" event. This isn't useful to
# us, so we skip them.
"previous",
}
@staticmethod
def parse_basalsuspension_event(data):
if not data or "SuspendReason" not in data:
return None
if data["SuspendReason"] in TConnectEntry.BASALSUSPENSION_SKIPPED_EVENTS:
return None
if data["SuspendReason"] not in TConnectEntry.BASALSUSPENSION_EVENTS.keys():
raise UnknownBasalSuspensionEventException(data)
time = TConnectEntry._jsonp_epoch_parse(data["EventDateTime"])
return {
"time": time.format(),
"event_type": TConnectEntry.BASALSUSPENSION_EVENTS[data["SuspendReason"]]
}
# Parses an entry from controliq.therapy_events() and returns a TherapyEvent
@staticmethod
def parse_therapy_event(data):
if data["type"] == "Bolus":
return BolusTherapyEvent.parse(data)
elif data["type"] == "CGM":
return CGMTherapyEvent.parse(data)
elif data["type"] == "BG":
return BGTherapyEvent.parse(data)
elif data["type"] == "Basal":
return BasalTherapyEvent.parse(data)
raise UnknownTherapyEventException(data)
class UnknownCIQActivityEventException(Exception):
def __init__(self, data):
super().__init__("Unknown CIQ activity event type: %s" % data)
class UnknownBasalSuspensionEventException(Exception):
def __init__(self, data):
super().__init__("Unknown basal suspension event type: %s" % data)
class UnknownTherapyEventException(Exception):
def __init__(self, data):
typ = data["type"]
super().__init__(f"Unknown therapy event type: {typ} in {data}")
+187
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@@ -0,0 +1,187 @@
import logging
import datetime
import arrow
import time
from tconnectsync.parser.ciq_therapy_events import split_therapy_events
from .util import timeago
from .api.common import ApiException
from .sync.basal import (
process_ciq_basal_events,
add_csv_basal_events,
ns_write_basal_events
)
from .sync.bolus import (
process_bolus_events,
ns_write_bolus_events
)
from .sync.iob import (
process_iob_events,
ns_write_iob_events
)
from .sync.cgm import (
process_cgm_events,
ns_write_cgm_events
)
from .sync.pump_events import (
process_ciq_activity_events,
process_basalsuspension_events,
ns_write_pump_events
)
from .parser.tconnect import TConnectEntry
from .features import BASAL, BOLUS, IOB, BOLUS_BG, CGM, DEFAULT_FEATURES, PUMP_EVENTS
from tconnectsync.sync import basal
logger = logging.getLogger(__name__)
"""
Given a TConnectApi object and start/end range, performs a single
cycle of synchronizing data within the time range.
If pretend is true, then doesn't actually write data to Nightscout.
"""
def process_time_range(tconnect, nightscout, time_start, time_end, pretend, features=DEFAULT_FEATURES):
logger.info("Downloading t:connect ControlIQ data")
try:
ciqTherapyTimelineData = tconnect.controliq.therapy_timeline(time_start, time_end)
except ApiException as e:
# The ControlIQ API returns a 404 if the user did not have a ControlIQ enabled
# device in the time range which is queried. Since it launched in early 2020,
# ignore 404's before February.
if e.status_code == 404 and time_start.date() < datetime.date(2020, 2, 1):
logger.warning("Ignoring HTTP 404 for ControlIQ API request before Feb 2020")
ciqTherapyTimelineData = None
else:
raise e
csvReadingData = None
csvIobData = None
csvBasalData = None
csvBolusData = None
ciqBolusData = None
ciqReadingData = None
if BOLUS in features:
logger.info("Downloading t:connect therapy_events")
ciqTherapyEventsData = tconnect.controliq.therapy_events(time_start, time_end)
ciqBolusData, ciqReadingData = split_therapy_events(ciqTherapyEventsData)
if ciqReadingData and len(ciqReadingData) > 0:
lastReading = ciqReadingData[-1].eventDateTime
lastReading = TConnectEntry._datetime_parse(lastReading)
logger.debug(ciqReadingData[-1])
logger.info("Last CGM reading from t:connect CIQ: %s (%s)" % (lastReading, timeago(lastReading)))
else:
logger.warning("No last CGM reading is able to be determined from CIQ")
if ciqBolusData and len(ciqBolusData) > 0:
lastBolus = ciqBolusData[-1].eventDateTime
lastReading = TConnectEntry._datetime_parse(lastBolus)
logger.debug(ciqBolusData[-1].to_bolus())
logger.info("Last bolus from t:connect CIQ: %s (%s)" % (lastBolus, timeago(lastBolus)))
bolusFallingBack = (BOLUS in features and not ciqBolusData)
ciqFallingBack = (CGM in features and not ciqReadingData)
if bolusFallingBack or \
ciqFallingBack or \
BOLUS_BG in features or \
IOB in features:
logger.warn("Downloading t:connect CSV data")
if bolusFallingBack:
logger.warn("Falling back on WS2 CSV data source because BOLUS is an enabled feature and CIQ bolus data was empty!!")
if ciqFallingBack:
logger.warn("Falling back on WS2 CSV data source because CGM is an enabled feature and CIQ cgm data was empty!!")
if BOLUS_BG in features:
logger.warn("Falling back on WS2 CSV data source because BOLUS_BG is an enabled feature. " +
"Please consider disabling this feature to improve synchronization reliability.")
if IOB in features:
logger.warn("Falling back on WS2 CSV data source because IOB is an enabled feature. " +
"Please consider disabling this feature to improve synchronization reliability.")
logger.warn("<!!> The WS2 data source is unreliable and may prevent timely synchronization")
csvdata = tconnect.ws2.therapy_timeline_csv(time_start, time_end)
csvReadingData = csvdata["readingData"]
csvIobData = csvdata["iobData"]
csvBasalData = csvdata["basalData"]
csvBolusData = csvdata["bolusData"]
if csvReadingData and len(csvReadingData) > 0:
lastReading = csvReadingData[-1]['EventDateTime'] if 'EventDateTime' in csvReadingData[-1] else 0
lastReading = TConnectEntry._datetime_parse(lastReading)
logger.debug(csvReadingData[-1])
logger.info("Last CGM reading from t:connect CSV: %s (%s)" % (lastReading, timeago(lastReading)))
else:
logger.warning("No last CGM reading is able to be determined from CSV")
added = 0
if csvReadingData:
cgmData = None
if CGM in features or BOLUS_BG in features:
logger.debug("Processing CGM events")
cgmData = process_cgm_events(csvReadingData)
if CGM in features:
logger.debug("Writing CGM events")
added += ns_write_cgm_events(nightscout, cgmData, pretend, time_start=time_start, time_end=time_end)
logger.debug("Finished writing CGM events")
if BASAL in features:
basalEvents = process_ciq_basal_events(ciqTherapyTimelineData)
if csvBasalData:
logger.debug("CSV basal data found: processing it")
add_csv_basal_events(basalEvents, csvBasalData)
else:
logger.debug("No CSV basal data found")
if basalEvents and len(basalEvents) > 0:
logger.info("Last basal event from CIQ: %s" % basalEvents[-1])
logger.debug("Writing basal events")
added += ns_write_basal_events(nightscout, basalEvents, pretend=pretend, time_start=time_start, time_end=time_end)
logger.debug("Finished writing basal events")
if PUMP_EVENTS in features:
pumpEvents = process_ciq_activity_events(ciqTherapyTimelineData)
logger.debug("CIQ activity events: %s" % pumpEvents)
logger.warn("Using WS2 data source for basalsuspension because PUMP_EVENTS is an enabled feature")
logger.warn("<!!> The WS2 data source is unreliable and may prevent timely synchronization")
ws2BasalSuspension = tconnect.ws2.basalsuspension(time_start, time_end)
bsPumpEvents = process_basalsuspension_events(ws2BasalSuspension)
logger.debug("basalsuspension events: %s" % bsPumpEvents)
pumpEvents += bsPumpEvents
logger.debug("Writing pump events")
added += ns_write_pump_events(nightscout, pumpEvents, pretend=pretend, time_start=time_start, time_end=time_end)
logger.debug("Finished writing basal events")
if BOLUS in features:
bolusEvents = []
if ciqBolusData:
logger.info("Processing ciqBolusData (%d entries)" % len(ciqBolusData))
bolusEvents = process_bolus_events(ciqBolusData, source="ciq")
if csvBolusData and not bolusEvents:
logger.warn("Falling back on non-CIQ csvBolusData")
bolusEvents = process_bolus_events(csvBolusData, source="csv")
logger.debug("ciq bolusEvents: %s" % bolusEvents)
logger.info("finalized bolusEvents: %s" % bolusEvents)
logger.debug("Writing bolus events")
added += ns_write_bolus_events(nightscout, bolusEvents, pretend=pretend, include_bg=(BOLUS_BG in features), time_start=time_start, time_end=time_end)
logger.debug("Finished writing bolus events")
if csvIobData:
if IOB in features:
iobEvents = process_iob_events(csvIobData)
logger.debug("Writing iob events")
added += ns_write_iob_events(nightscout, iobEvents, pretend=pretend)
logger.debug("Finished writing iob events")
logger.info("Wrote %d events to Nightscout this process cycle" % added)
return added
+2 -33
View File
@@ -4,9 +4,6 @@ from dotenv import dotenv_values
cwd_path = os.path.join(os.getcwd(), '.env')
global_path = os.path.join(pathlib.Path.home(), '.config/tconnectsync/.env')
cwd_creds_path = os.path.join(os.getcwd(), '.creds_cache')
global_creds_path = os.path.join(pathlib.Path.home(), '.config/tconnectsync/.creds_cache')
values = {}
if os.path.exists(cwd_path):
@@ -19,14 +16,6 @@ else:
def get(val, default=None):
return os.environ.get(val, values.get(val, default))
def get_one_of(name, default=None, options=[]):
val = get(name, default)
if val not in options:
print("Error: %s must be one of: %s" % (name, options))
print("Current value: %s" % val)
sys.exit(1)
return val
def get_number(name, default):
val = get(name, default)
try:
@@ -41,7 +30,6 @@ def get_bool(name, default):
TCONNECT_EMAIL = get('TCONNECT_EMAIL', 'email@email.com')
TCONNECT_PASSWORD = get('TCONNECT_PASSWORD', 'password')
TCONNECT_REGION = get_one_of('TCONNECT_REGION', 'US', ['US', 'EU'])
PUMP_SERIAL_NUMBER = int(get_number('PUMP_SERIAL_NUMBER', '11111111'))
@@ -53,9 +41,7 @@ if not get('NS_SECRET') and get('API_SECRET'):
NS_SECRET = get('API_SECRET')
NS_SKIP_TLS_VERIFY = get_bool('NS_SKIP_TLS_VERIFY', 'false')
NS_IGNORE_CONN_ERRORS = get_bool('NS_IGNORE_CONN_ERRORS', 'false')
# This should be the timezone your pump is set to.
TIMEZONE_NAME = get('TIMEZONE_NAME', 'America/New_York')
if not get('TIMEZONE_NAME') and get('TZ'):
@@ -64,32 +50,15 @@ if not get('TIMEZONE_NAME') and get('TZ'):
# Optional configuration
CACHE_CREDENTIALS = get_bool('CACHE_CREDENTIALS', 'true')
CACHE_CREDENTIALS_PATH = get('CACHE_CREDENTIALS', cwd_creds_path if os.path.exists(cwd_creds_path) else global_creds_path)
AUTOUPDATE_DEFAULT_SLEEP_SECONDS = get_number('AUTOUPDATE_DEFAULT_SLEEP_SECONDS', '300') # 5 minutes
AUTOUPDATE_MAX_SLEEP_SECONDS = get_number('AUTOUPDATE_MAX_SLEEP_SECONDS', '1500') # 25 minutes
AUTOUPDATE_UNEXPECTED_NO_INDEX_SLEEP_SECONDS = get_number('AUTOUPDATE_UNEXPECTED_NO_INDEX_SLEEP_SECONDS', '60') # 1 minute
AUTOUPDATE_USE_FIXED_SLEEP = get_bool('AUTOUPDATE_USE_FIXED_SLEEP', 'false')
AUTOUPDATE_NO_DATA_FAILURE_MINUTES = get_number('AUTOUPDATE_NO_DATA_FAILURE_MINUTES', '180') # 3 hours
AUTOUPDATE_FAILURE_MINUTES = get_number('AUTOUPDATE_FAILURE_MINUTES', '75') # 75 minutes
AUTOUPDATE_RESTART_ON_FAILURE = get_bool('AUTOUPDATE_RESTART_ON_FAILURE', 'false')
# Give up and exit non-zero after this many minutes of unbroken API/network
# failure, so the container platform notices (and, if configured, notifies).
# Distinct from AUTOUPDATE_RESTART_ON_FAILURE, which covers the pump not
# uploading -- a case where restarting achieves nothing. Set 0 to never exit.
AUTOUPDATE_API_FAILURE_MINUTES = get_number('AUTOUPDATE_API_FAILURE_MINUTES', '45') # 45 minutes
AUTOUPDATE_FAILURE_MINUTES = get_number('AUTOUPDATE_FAILURE_MINUTES', '15') # 15 minutes
AUTOUPDATE_RESTART_ON_FAILURE = get_bool('AUTOUPDATE_RESTART_ON_FAILURE', 'true')
AUTOUPDATE_MAX_LOOP_INVOCATIONS = get_number('AUTOUPDATE_MAX_LOOP_INVOCATIONS', '-1')
NIGHTSCOUT_PROFILE_UPLOAD_MODE = get_one_of('NIGHTSCOUT_PROFILE_UPLOAD_MODE', 'add', ['add', 'replace'])
# When set, all possible history log event types are fetched from Tandem Source
FETCH_ALL_EVENT_TYPES = get_bool('FETCH_ALL_EVENT_TYPES', 'false')
# Default Nightscout profile segment fields which aren't stored by Tandem
NIGHTSCOUT_PROFILE_CARBS_HR_VALUE = get('NIGHTSCOUT_PROFILE_CARBS_HR_VALUE', '20')
NIGHTSCOUT_PROFILE_DELAY_VALUE = get('NIGHTSCOUT_PROFILE_DELAY_VALUE', '20')
IGNORE_ZERO_UNIT_BASAL = get_bool('IGNORE_ZERO_UNIT_BASAL', 'false')
ENABLE_TESTING_MODES = get_bool('ENABLE_TESTING_MODES', 'false')
SKIP_NS_LAST_UPLOADED_CHECK = get_bool('SKIP_NS_LAST_UPLOADED_CHECK', 'false')
REQUESTS_PROXY = get('REQUESTS_PROXY', '')
+161
View File
@@ -0,0 +1,161 @@
import arrow
import logging
from ..parser.nightscout import (
BASAL_EVENTTYPE,
NightscoutEntry
)
from ..parser.tconnect import TConnectEntry
from ..secret import SKIP_NS_LAST_UPLOADED_CHECK
logger = logging.getLogger(__name__)
"""
Merges together input from the therapy timeline API
into a digestable format of basal data.
"""
def process_ciq_basal_events(data):
if data is None:
return []
suspensionEvents = {}
for s in data["suspensionDeliveryEvents"]:
entry = TConnectEntry.parse_suspension_entry(s)
suspensionEvents[entry["time"]] = entry
basalEvents = []
for b in data["basal"]["tempDeliveryEvents"]:
basalEvents.append(TConnectEntry.parse_ciq_basal_entry(b, delivery_type="tempDelivery"))
for b in data["basal"]["algorithmDeliveryEvents"]:
basalEvents.append(TConnectEntry.parse_ciq_basal_entry(b, delivery_type="algorithmDelivery"))
for b in data["basal"]["profileDeliveryEvents"]:
basalEvents.append(TConnectEntry.parse_ciq_basal_entry(b, delivery_type="profileDelivery"))
# Suspensions with suspendReason 'control-iq' will match a basal event found above.
for i in basalEvents:
if i["time"] in suspensionEvents:
i["delivery_type"] += " (" + suspensionEvents[i["time"]]["suspendReason"] + " suspension)"
del suspensionEvents[i["time"]]
# Suspensions with suspendReason 'manual' do not have an associated basal event,
# and require extra processing.
basalEvents.sort(key=lambda x: arrow.get(x["time"]))
unprocessedSuspensions = list(suspensionEvents.values())
unprocessedSuspensions.sort(key=lambda x: arrow.get(x["time"]))
# For the remaining suspensions which did not match with an existing basal event,
# add a new event manually. This means we need to calculate the duration of the
# suspension.
newEvents = []
for i in range(len(basalEvents)):
if len(unprocessedSuspensions) == 0:
break
existingTime = arrow.get(basalEvents[i]["time"])
unprocessedTime = arrow.get(unprocessedSuspensions[0]["time"])
# If we've found an event which occurs after the suspension, then the
# difference in their timestamps is the duration of the suspension.
if i > 0 and existingTime > unprocessedTime:
suspension = unprocessedSuspensions.pop(0)
# TConnect's internal duration object tracks the duration in seconds
seconds = (existingTime - unprocessedTime).seconds
newEvent = TConnectEntry.manual_suspension_to_basal_entry(suspension, seconds)
logger.debug("Adding basal event for unprocessed suspension: %s" % newEvent)
newEvents.append(newEvent)
# Any remaining suspensions which have not been processed have not ended,
# which means we do not know their duration; so we will skip them (for now)
# Add any new events and re-sort
if newEvents:
basalEvents += newEvents
basalEvents.sort(key=lambda x: arrow.get(x["time"]))
return basalEvents
"""
Processes basal data input from the therapy timeline CSV (which only
exists for pre Control-IQ data) into a digestable format.
"""
def add_csv_basal_events(basalEvents, data):
last_entry = {}
for row in data:
entry = TConnectEntry.parse_csv_basal_entry(row)
if last_entry:
diff_mins = (arrow.get(entry["time"]) - arrow.get(last_entry["time"])).seconds // 60
entry["duration_mins"] = diff_mins
basalEvents.append(entry)
last_entry = entry
basalEvents.sort(key=lambda x: arrow.get(x["time"]))
return basalEvents
"""
Given processed basal data, adds basal events to Nightscout.
"""
def ns_write_basal_events(nightscout, basalEvents, pretend=False, time_start=None, time_end=None):
logger.debug("ns_write_basal_events: querying for last uploaded entry")
last_upload = nightscout.last_uploaded_entry(BASAL_EVENTTYPE, time_start=time_start, time_end=time_end)
last_upload_time = None
if last_upload:
last_upload_time = arrow.get(last_upload["created_at"])
logger.info("Last Nightscout basal upload: %s" % last_upload_time)
if SKIP_NS_LAST_UPLOADED_CHECK:
logger.warning("Overriding last upload check")
last_upload = None
last_upload_time = None
add_count = 0
for event in basalEvents:
if last_upload_time and arrow.get(event["time"]) < last_upload_time:
if pretend:
logger.info("Skipping basal event before last upload time: %s (time range: %s - %s)" % (event, time_start, time_end))
continue
recent_needs_update = False
if last_upload_time and arrow.get(event["time"]) == last_upload_time:
# If this entry has the same time as the most recent upload, but
# has newer info, then delete and recreate it.
recent_needs_update = (round(last_upload["duration"]) < round(event["duration_mins"]))
# If the timestamps are identical, and the duration is identical,
# then don't upload a duplicate entry of what we already have.
if not recent_needs_update:
continue
reason = event["delivery_type"]
if "suspendReason" in reason:
reason += " (" + reason["suspendReason"] + ")"
entry = NightscoutEntry.basal(
value=event["basal_rate"],
duration_mins=event["duration_mins"],
created_at=event["time"],
reason=reason
)
add_count += 1
logger.info(" Processing basal: %s entry: %s" % (event, entry))
if recent_needs_update:
logger.info("Replacing last uploaded entry: %s" % last_upload)
if not pretend:
entry['_id'] = last_upload['_id']
nightscout.put_entry(entry, entity='treatments')
elif not pretend:
nightscout.upload_entry(entry)
logger.debug("ns_write_basal_events: added %d events" % add_count)
return add_count
+111
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import arrow
import logging
from tconnectsync.domain.bolus import Bolus
from tconnectsync.sync.cgm import find_event_at
from ..parser.nightscout import (
BOLUS_EVENTTYPE,
NightscoutEntry
)
from ..parser.tconnect import TConnectEntry
from ..secret import SKIP_NS_LAST_UPLOADED_CHECK
logger = logging.getLogger(__name__)
"""
Given bolus data input from the therapy timeline CSV, converts it into a digestable format.
"""
def process_bolus_events(bolusdata, cgmEvents=None, source=""):
bolusEvents = []
for b in bolusdata:
parsed = None
if source == "ciq":
parsed = b.to_bolus()
else:
parsed = TConnectEntry.parse_bolus_entry(b)
assert type(parsed) == Bolus
if parsed.completion != "Completed":
if parsed.insulin and float(parsed.insulin) > 0:
# Count non-completed bolus if any insulin was delivered (vs. the amount of insulin requested)
parsed.description += " (%s: requested %s units)" % (parsed.completion, parsed.requested_insulin)
else:
logger.warning("Skipping non-completed %s bolus data (was a bolus in progress?): %s parsed: %s" % (source, b, parsed))
continue
if parsed.bg and cgmEvents:
requested_at = parsed.request_time if not parsed.extended_bolus else parsed.bolex_start_time
parsed.bg_type = guess_bolus_bg_type(parsed.bg, requested_at, cgmEvents)
bolusEvents.append(parsed)
bolusEvents.sort(key=lambda event: arrow.get(event.request_time if not event.is_extended_bolus else event.bolex_start_time))
return bolusEvents
"""
Determine whether the given BG specified in the bolus is identical to the
most recent CGM reading at that time. If it is, return SENSOR.
Otherwise, return FINGER.
"""
def guess_bolus_bg_type(bg, created_at, cgmEvents):
if not cgmEvents:
return NightscoutEntry.FINGER
event = find_event_at(cgmEvents, created_at)
if event and str(event["bg"]) == str(bg):
return NightscoutEntry.SENSOR
return NightscoutEntry.FINGER
"""
Given processed bolus data, adds bolus events to Nightscout.
"""
def ns_write_bolus_events(nightscout, bolusEvents, pretend=False, include_bg=False, reading_events=None, time_start=None, time_end=None):
logger.debug("ns_write_bolus_events: querying for last uploaded entry")
last_upload = nightscout.last_uploaded_entry(BOLUS_EVENTTYPE, time_start=time_start, time_end=time_end)
last_upload_time = None
if last_upload:
last_upload_time = arrow.get(last_upload["created_at"])
logger.info("Last Nightscout bolus upload: %s" % last_upload_time)
if SKIP_NS_LAST_UPLOADED_CHECK:
logger.warning("Overriding last upload check")
last_upload = None
last_upload_time = None
add_count = 0
for event in bolusEvents:
created_at = event.completion_time if not event.is_extended_bolus else event.bolex_start_time
if last_upload_time and arrow.get(created_at) <= last_upload_time:
if pretend:
logger.info("Skipping basal event before last upload time: %s (time range: %s - %s)" % (event, time_start, time_end))
continue
if include_bg and event.bg:
entry = NightscoutEntry.bolus(
bolus=event.insulin,
carbs=event.carbs,
created_at=created_at,
notes="{}{}{}".format(event.description, " (Override)" if event.user_override == "1" else "", " (Extended)" if event.extended_bolus == "1" else ""),
bg=event.bg,
bg_type=event.bg_type
)
else:
entry = NightscoutEntry.bolus(
bolus=event.insulin,
carbs=event.carbs,
created_at=created_at,
notes="{}{}{}".format(event.description, " (Override)" if event.user_override == "1" else "", " (Extended)" if event.extended_bolus == "1" else "")
)
add_count += 1
logger.info(" Processing bolus: %s entry: %s" % (event, entry))
if not pretend:
nightscout.upload_entry(entry)
return add_count
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import json
import arrow
import logging
from ..parser.tconnect import TConnectEntry
from ..parser.nightscout import NightscoutEntry
logger = logging.getLogger(__name__)
def process_cgm_events(readingData):
data = []
for r in readingData:
data.append(TConnectEntry.parse_reading_entry(r))
return data
"""
Given reading data and a time, finds the BG reading event which would have
been the current one at that time. e.g., it looks before the given time,
not after.
This is a heuristic for checking whether the BG component of a bolus was
manually entered or inferred based on the pump's CGM.
"""
def find_event_at(cgmEvents, find_time):
find_t = arrow.get(find_time)
events = list(map(lambda x: (arrow.get(x["time"]), x), cgmEvents))
events.sort()
closestReading = None
for t, r in events:
if t > find_t:
break
closestReading = r
return closestReading
"""
Given processed CGM data, adds reading entries to Nightscout.
"""
def ns_write_cgm_events(nightscout, cgmEvents, pretend=False, time_start=None, time_end=None):
logger.debug("ns_write_cgm_events: querying for last uploaded entry")
last_upload = nightscout.last_uploaded_bg_entry(time_start=time_start, time_end=time_end)
last_upload_time = None
if last_upload:
last_upload_time = arrow.get(last_upload["dateString"])
logger.info("Last Nightscout CGM upload: %s" % last_upload_time)
add_count = 0
for event in cgmEvents:
created_at = event["time"]
if last_upload_time and arrow.get(created_at) <= last_upload_time:
if pretend:
logger.info("Skipping CGM event before last upload time: %s (time range: %s - %s)" % (event, time_start, time_end))
continue
entry = NightscoutEntry.entry(
sgv=event["bg"],
created_at=created_at
)
add_count += 1
logger.info(" Processing cgm reading: %s entry: %s" % (event, entry))
if not pretend:
nightscout.upload_entry(entry, entity='entries')
return add_count
+59
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import arrow
import logging
from ..parser.nightscout import (
IOB_ACTIVITYTYPE,
NightscoutEntry
)
from ..parser.tconnect import TConnectEntry
logger = logging.getLogger(__name__)
"""
Given IOB data input from the therapy timeline CSV, converts it into a digestable format.
"""
def process_iob_events(iobdata):
iobEvents = []
for d in iobdata:
iobEvents.append(TConnectEntry.parse_iob_entry(d))
iobEvents.sort(key=lambda x: arrow.get(x["time"]))
return iobEvents
"""
Given processed IOB data, creates a single Nightscout activity definition to store IOB.
"""
def ns_write_iob_events(nightscout, iobEvents, pretend=False, time_start=None, time_end=None):
logger.debug("ns_write_iob_events: querying for last uploaded entry")
last_upload = nightscout.last_uploaded_activity(IOB_ACTIVITYTYPE, time_start=time_start, time_end=time_end)
last_upload_time = None
if last_upload:
last_upload_time = arrow.get(last_upload["created_at"])
logger.info("Last Nightscout iob upload: %s" % last_upload_time)
if not iobEvents or len(iobEvents) == 0:
logger.info("No IOB events present from API: skipping")
return 0
event = iobEvents[-1]
if last_upload_time and arrow.get(event["time"]) <= last_upload_time:
logger.info(" Skipping already uploaded iob event: %s" % event)
return 0
entry = NightscoutEntry.iob(
iob=event["iob"],
created_at=event["time"]
)
logger.info(" Processing iob: %s entry: %s" % (event, entry))
if not pretend:
nightscout.upload_entry(entry, entity='activity')
# Delete the previous activity
if last_upload and '_id' in last_upload:
logger.info(" Deleting old iob entry: %s" % last_upload)
if not pretend:
nightscout.delete_entry('activity/{}'.format(last_upload['_id']))
return 1
+218
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@@ -0,0 +1,218 @@
import arrow
import logging
from ..parser.nightscout import (
SITECHANGE_EVENTTYPE,
BASALSUSPENSION_EVENTTYPE,
EXERCISE_EVENTTYPE,
SLEEP_EVENTTYPE,
ACTIVITY_EVENTTYPE,
NightscoutEntry
)
from ..parser.tconnect import TConnectEntry
from ..secret import SKIP_NS_LAST_UPLOADED_CHECK
logger = logging.getLogger(__name__)
"""
Given a list of "activity events" from the CIQ therapy timeline endpoint,
process it into our internal events format.
These events contain a duration.
"""
def process_ciq_activity_events(data):
events = []
for event in data["events"]:
events.append(TConnectEntry.parse_ciq_activity_event(event))
return events
"""
Given a list of "basal suspension events" from the basalsuspension WS2 endpoint,
process it into our internal events format.
These events do NOT contain a duration.
"""
def process_basalsuspension_events(data):
events = []
for event in data['BasalSuspension']:
parsed = TConnectEntry.parse_basalsuspension_event(event)
if parsed:
events.append(parsed)
return events
"""
Given processed pump event data (of various types), write them to Nightscout
"""
def ns_write_pump_events(nightscout, pumpEvents, pretend=False, time_start=None, time_end=None):
count = 0
siteChangeEvents = []
emptyCartEvents = []
userSuspendedEvents = []
exerciseEvents = []
sleepEvents = []
activityEvents = []
for event in pumpEvents:
if event["event_type"] == TConnectEntry.BASALSUSPENSION_EVENTS["site-cart"]:
siteChangeEvents.append(event)
elif event["event_type"] in TConnectEntry.BASALSUSPENSION_EVENTS["alarm"]:
emptyCartEvents.append(event)
elif event["event_type"] in TConnectEntry.BASALSUSPENSION_EVENTS["manual"]:
userSuspendedEvents.append(event)
elif event["event_type"] == "Exercise":
exerciseEvents.append(event)
elif event["event_type"] == "Sleep":
sleepEvents.append(event)
elif event["event_type"] in TConnectEntry.ACTIVITY_EVENTS.values():
activityEvents.append(event)
logger.debug("siteChangeEvents: %s" % siteChangeEvents)
logger.debug("emptyCartEvents: %s" % emptyCartEvents)
logger.debug("userSuspendedEvents: %s" % userSuspendedEvents)
logger.debug("exerciseEvents: %s" % exerciseEvents)
logger.debug("sleepEvents: %s" % sleepEvents)
logger.debug("activityEvents: %s" % activityEvents)
count += ns_write_pump_sitechange_events(nightscout, siteChangeEvents, pretend=pretend, time_start=time_start, time_end=time_end)
count += ns_write_empty_cart_events(nightscout, emptyCartEvents, pretend=pretend, time_start=time_start, time_end=time_end)
count += ns_write_user_suspended_events(nightscout, userSuspendedEvents, pretend=pretend, time_start=time_start, time_end=time_end)
count += ns_write_exercise_activity_events(nightscout, exerciseEvents, pretend=pretend, time_start=time_start, time_end=time_end)
count += ns_write_sleep_activity_events(nightscout, sleepEvents, pretend=pretend, time_start=time_start, time_end=time_end)
count += ns_write_activity_events(nightscout, activityEvents, pretend=pretend, time_start=time_start, time_end=time_end)
return count
def ns_write_pump_sitechange_events(nightscout, siteChangeEvents, pretend=False, time_start=None, time_end=None):
return _ns_write_pump_events(
nightscout,
siteChangeEvents,
lambda event: NightscoutEntry.sitechange(
created_at=event["time"],
reason=event["event_type"]
),
SITECHANGE_EVENTTYPE,
pretend=pretend,
time_start=time_start,
time_end=time_end)
def ns_write_empty_cart_events(nightscout, emptyCartEvents, pretend=False, time_start=None, time_end=None):
return _ns_write_pump_events(
nightscout,
emptyCartEvents,
lambda event: NightscoutEntry.basalsuspension(
created_at=event["time"],
reason=event["event_type"]
),
BASALSUSPENSION_EVENTTYPE,
pretend=pretend,
time_start=time_start,
time_end=time_end)
def ns_write_user_suspended_events(nightscout, userSuspendedEvents, pretend=False, time_start=None, time_end=None):
return _ns_write_pump_events(
nightscout,
userSuspendedEvents,
lambda event: NightscoutEntry.basalsuspension(
created_at=event["time"],
reason=event["event_type"]
),
BASALSUSPENSION_EVENTTYPE,
pretend=pretend,
time_start=time_start,
time_end=time_end)
def ns_write_exercise_activity_events(nightscout, exerciseEvents, pretend=False, time_start=None, time_end=None):
return _ns_write_pump_events(
nightscout,
exerciseEvents,
lambda event: NightscoutEntry.activity(
created_at=event["time"],
reason=event["event_type"],
duration=event["duration_mins"],
event_type=EXERCISE_EVENTTYPE
),
EXERCISE_EVENTTYPE,
pretend=pretend,
time_start=time_start,
time_end=time_end)
def ns_write_sleep_activity_events(nightscout, sleepEvents, pretend=False, time_start=None, time_end=None):
return _ns_write_pump_events(
nightscout,
sleepEvents,
lambda event: NightscoutEntry.activity(
created_at=event["time"],
reason=event["event_type"],
duration=event["duration_mins"],
event_type=SLEEP_EVENTTYPE
),
SLEEP_EVENTTYPE,
pretend=pretend,
time_start=time_start,
time_end=time_end)
def ns_write_activity_events(nightscout, activityEvents, pretend=False, time_start=None, time_end=None):
return _ns_write_pump_events(
nightscout,
activityEvents,
lambda event: NightscoutEntry.activity(
created_at=event["time"],
reason=event["event_type"],
duration=event["duration_mins"]
),
ACTIVITY_EVENTTYPE,
pretend=pretend,
time_start=time_start,
time_end=time_end)
def _ns_write_pump_events(nightscout, events, buildNsEventFunc, eventType, pretend=False, time_start=None, time_end=None):
if len(events) == 0:
logger.debug("No %s events to process" % eventType)
return 0
logger.debug("ns_write_pump_events: querying for last %s" % eventType)
last_upload = nightscout.last_uploaded_entry(eventType, time_start=time_start, time_end=time_end)
last_upload_time = None
if last_upload:
last_upload_time = arrow.get(last_upload["created_at"])
logger.info("Last Nightscout %s: %s" % (eventType, last_upload_time))
if SKIP_NS_LAST_UPLOADED_CHECK:
logger.warning("Overriding last upload check")
last_upload = None
last_upload_time = None
add_count = 0
for event in events:
created_at = event["time"]
if last_upload_time and arrow.get(created_at) <= last_upload_time:
skip = True
if "duration_mins" in event.keys() and "duration" in last_upload.keys():
if created_at == last_upload["created_at"] and float(event["duration_mins"]) > float(last_upload["duration"]):
logger.info("Latest %s event needs updating: duration has increased from %s to %s: %s" % (eventType, last_upload["duration"], event["duration_mins"], event))
logger.info("Deleting previous %s: %s" % (eventType, last_upload))
nightscout.delete_entry('treatments/%s' % last_upload["_id"])
skip = False
if skip:
if pretend:
logger.info("Skipping %s pump event before last upload time: %s (time range: %s - %s)" % (eventType, event, time_start, time_end))
continue
entry = buildNsEventFunc(event)
add_count += 1
logger.info(" Processing %s: %s entry: %s" % (eventType, event, entry))
if not pretend:
nightscout.upload_entry(entry)
return add_count
@@ -1,297 +0,0 @@
import time
import logging
import datetime
import sys
import arrow
import requests
from ...api.common import ApiException, ApiLoginException
from ...features import DEFAULT_FEATURES
from ...api.tandemsource import naive_local_to_utc
from .process import ProcessTimeRange
from .choose_device import ChooseDevice
logger = logging.getLogger(__name__)
# Shortest wait after a failed poll. Doubles per consecutive failure, capped at
# AUTOUPDATE_DEFAULT_SLEEP_SECONDS (5 min by default): 30, 60, 120, 240, 300...
RETRY_INITIAL_SLEEP_SECONDS = 30
# Consecutive failures before the retry log line escalates from WARNING to
# ERROR, so a sustained outage doesn't hide quietly inside the backoff.
RETRY_ESCALATE_AFTER_FAILURES = 3
class TandemSourceAutoupdate:
"""Wrap access to secrets for easier testing."""
def __init__(self, secret):
self.secret = secret
self.autoupdate_invocations = 0
self.consecutive_failures = 0
self.first_failure_time = None
self.last_max_date_with_events = None
self.last_event_time = 0
self.last_attempt_time = 0
self.last_event_seqnum = None
self.last_successful_process_time_range = None
self.time_diffs_between_attempts = []
self.time_diffs_between_updates = []
"""
Performs the auto-update functionality. Runs indefinitely in a loop
until stopped (ctrl+c), or a maximum of AUTOUPDATE_MAX_LOOP_INVOCATIONS times.
Stops if AUTOUPDATE_RESTART_ON_FAILURE is set and an error occurs.
"""
def process(self, tconnect, nightscout, pretend, features=None):
if features is None:
features = DEFAULT_FEATURES
# Query for data, find exact interval to cut down on API calls
# Refresh API token. If failure, die, have wrapper script re-run.
self.autoupdate_start = time.time()
while True:
try:
logger.debug("autoupdate loop")
now = time.time()
time_end = datetime.datetime.now()
time_start = time_end - datetime.timedelta(days=1)
tconnectDevice = ChooseDevice(self.secret, tconnect).choose()
event_seqnum = None
cur_max_date_with_events = arrow.get(naive_local_to_utc(tconnectDevice['maxDateOfEvents'])).float_timestamp
if not self.last_max_date_with_events or cur_max_date_with_events > self.last_max_date_with_events:
logger.info('New reported tandemsource data. (cur_max_date: %s last_max_date: %s)' % (cur_max_date_with_events, self.last_max_date_with_events))
if pretend:
logger.info('Would update now if not in pretend mode')
else:
added, event_seqnum = ProcessTimeRange(tconnect, nightscout, tconnectDevice, pretend, self.secret, features=features).process(time_start, time_end)
logger.info('Added %d items from ProcessTimeRange' % added)
self.last_successful_process_time_range = now
# Track the time it took to find a new event between runs,
# but skip this calculation the first process cycle (since
# we don't know at what exact point the event index changed)
if self.last_event_seqnum:
# A negative diff means the pump's previously-reported maxDateWithEvents
# was in the future of wall-clock `now` — almost always a timezone /
# clock-skew issue (e.g. pump timestamps tagged as UTC but actually
# local time). Recording it would poison the rolling average and
# eventually produce a negative sleep_secs that crashes time.sleep().
diff = now - self.last_max_date_with_events
if diff >= 0:
self.time_diffs_between_updates.append(diff)
logger.debug('Updating tracking of time since last update: %s' % self.time_diffs_between_updates)
else:
logger.warning(
'Skipping negative time diff (%0.1fs) — likely pump clock skew or timezone mismatch' % diff
)
# Mark the last event index uploaded from the pump and timestamp
if event_seqnum:
self.last_event_seqnum = event_seqnum
self.last_event_time = now
self.last_max_date_with_events = cur_max_date_with_events
self.last_attempt_time = now
self.time_diffs_between_attempts = []
else:
logger.info('No new reported tandemsource data. cur_max_date: %s (%s) last_event_time: %s (%s)' % (
arrow.get(cur_max_date_with_events) if cur_max_date_with_events else None,
'%dm ago' % ((now - cur_max_date_with_events)//60) if cur_max_date_with_events else None,
arrow.get(self.last_event_time) if self.last_event_time else None,
'%dm ago' % ((now - self.last_event_time)//60) if self.last_event_time else None
))
# If we haven't seen the pump event index update in AUTOUPDATE_NO_DATA_FAILURE_MINUTES,
# then trigger an error and potentially restart.
# The most likely case here is that the pump isn't uploading right now.
if self.last_event_time and (now - self.last_event_time) >= 60 * self.secret.AUTOUPDATE_NO_DATA_FAILURE_MINUTES:
logger.error(AutoupdateNoEventIndexesDetectedError(
"%s: No new data event indexes have been detected for %d minutes. " % (datetime.datetime.now(), (now - self.last_event_time)//60) +
"New data might not be uploading."))
# TODO: restarting doesn't really help anything here.
# Should we notify the user?
if self.secret.AUTOUPDATE_RESTART_ON_FAILURE:
logger.error("Exiting with error code due to AUTOUPDATE_RESTART_ON_FAILURE")
return 1
# Similarly, if we HAVE seen pump event indexes update but have not successfully
# found any associated data updates from the tconnect API for AUTOUPDATE_NO_DATA_FAILURE_MINUTES,
# trigger an error and potentially restart. This could either be a tconnectsync problem,
# where we can see the indexes increasing, but it takes us until a period of no index
# update to reach our AUTOUPDATE_FAILURE_MINUTES threshold; or, a side effect of the
# above no indexes warning.
elif self.last_successful_process_time_range and (now - self.last_successful_process_time_range) >= 60 * self.secret.AUTOUPDATE_FAILURE_MINUTES:
logger.error(AutoupdateNoNewDataDetectedError(
"%s: No new data has been detected via the API for %d minutes (last: %s). " % (datetime.datetime.now(), (now - self.last_successful_process_time_range)//60, self.last_successful_process_time_range) +
"tconnectsync might not be functioning properly."))
if self.secret.AUTOUPDATE_RESTART_ON_FAILURE:
logger.error("%s: Exiting with error code due to AUTOUPDATE_RESTART_ON_FAILURE" % datetime.datetime.now())
return 1
# Track how long we've been retrying
if self.last_attempt_time:
self.time_diffs_between_attempts.append(now - self.last_attempt_time)
self.last_attempt_time = now
# If it's been 3 loops since the last time we found new data,
# then we're not in sync with the rate at which pump data is being
# uploaded, so
if len(self.time_diffs_between_attempts) >= 3:
# The pump hasn't sent us data that, based on previous cadence, we were expecting
logger.warning(AutoupdateNoIndexChangeWarning("Sleeping %d seconds after unexpected no index change based on previous cadence. (New data might be delayed.)" %
int(self.secret.AUTOUPDATE_UNEXPECTED_NO_INDEX_SLEEP_SECONDS)))
logger.debug("Last event time: %s, time diffs between attempts: %s" % (self.last_event_time, self.time_diffs_between_attempts))
# The API answered, so any prior outage is over.
self.consecutive_failures = 0
self.first_failure_time = None
time.sleep(self.secret.AUTOUPDATE_UNEXPECTED_NO_INDEX_SLEEP_SECONDS)
# Since we bail early, update the invocations count and potentially exit after sleeping.
self.autoupdate_invocations += 1
if self.secret.AUTOUPDATE_MAX_LOOP_INVOCATIONS > 0 and self.autoupdate_invocations >= self.secret.AUTOUPDATE_MAX_LOOP_INVOCATIONS:
return 0
continue
# The API answered, so any prior outage is over.
self.consecutive_failures = 0
self.first_failure_time = None
sleep_secs = self.secret.AUTOUPDATE_DEFAULT_SLEEP_SECONDS
# Sleep for a rolling average of time between updates
if self.secret.AUTOUPDATE_USE_FIXED_SLEEP != 1:
logger.debug("Time diffs between updates: %s" % self.time_diffs_between_updates)
# Only keep the 10 latest time diffs
if len(self.time_diffs_between_updates) > 10:
self.time_diffs_between_updates = self.time_diffs_between_updates[1:]
# If we have less than 3 data points,
if len(self.time_diffs_between_updates) > 2:
sleep_secs = sum(self.time_diffs_between_updates) / len(self.time_diffs_between_updates)
# At minimum, update every AUTOUPDATE_MAX_SLEEP_SECONDS regardless
# of how often we're seeing new data appear
if sleep_secs > self.secret.AUTOUPDATE_MAX_SLEEP_SECONDS:
sleep_secs = self.secret.AUTOUPDATE_MAX_SLEEP_SECONDS
# Defensive: with the negative-diff filter above, sleep_secs should never be
# negative, but legacy state from before the fix or other unexpected inputs
# could still produce one. Clamp to AUTOUPDATE_DEFAULT_SLEEP_SECONDS so we
# don't crash with ValueError nor tight-loop the API.
if sleep_secs < 0:
logger.warning(
'Computed negative sleep duration (%0.1fs), falling back to default %ds' % (
sleep_secs, self.secret.AUTOUPDATE_DEFAULT_SLEEP_SECONDS
)
)
sleep_secs = self.secret.AUTOUPDATE_DEFAULT_SLEEP_SECONDS
logger.info('Sleeping for %0.01f sec' % sleep_secs)
time.sleep(sleep_secs)
self.autoupdate_invocations += 1
if self.secret.AUTOUPDATE_MAX_LOOP_INVOCATIONS > 0 and self.autoupdate_invocations >= self.secret.AUTOUPDATE_MAX_LOOP_INVOCATIONS:
return 0
except ApiLoginException:
# A credentials failure is not transient: retrying it in-process
# would hammer the login endpoint with attempts that cannot
# succeed, which is the exact ban risk the backoff below exists
# to prevent. Stay fatal so the user notices and fixes config.
raise
except (
ApiException,
requests.exceptions.ConnectionError,
requests.exceptions.Timeout,
requests.exceptions.ChunkedEncodingError,
requests.exceptions.RetryError,
) as e:
# Two failure families, one response. Transient network errors
# (DNS, refused connections, timeouts, mid-stream disconnects,
# urllib3 retry-budget exhaustion) and API errors that get()
# does not retry itself (it only handles 401 and 500 — a 404,
# 502 or 503 propagates) both used to exit the process and let
# Docker restart the container.
#
# Restarting is the worst possible response: the credentials
# cache dies with the process, so every restart performs a full
# login. During the 2026-07-16 EU outage that meant a fresh
# login every ~2 minutes for hours from a single IP. Staying in
# the loop keeps the cache warm and the login endpoint untouched.
self.consecutive_failures += 1
if self.first_failure_time is None:
self.first_failure_time = time.time()
sleep_secs = self._retry_sleep_seconds()
log = logger.error if self.consecutive_failures >= RETRY_ESCALATE_AFTER_FAILURES else logger.warning
log(
'Error during autoupdate poll (%d consecutive): %s. Sleeping %ds before retry.' % (
self.consecutive_failures, e, sleep_secs
)
)
time.sleep(sleep_secs)
# Staying alive forever would make a real outage silent on
# deployments whose only alarm is the container dying. Once the
# API has been unreachable for AUTOUPDATE_API_FAILURE_MINUTES,
# exit so the platform can restart us and raise its own alert.
failing_for = time.time() - self.first_failure_time
if self.secret.AUTOUPDATE_API_FAILURE_MINUTES > 0 and failing_for >= 60 * self.secret.AUTOUPDATE_API_FAILURE_MINUTES:
logger.error(
AutoupdateFailureError(
'%s: API has been failing for %d minutes (%d consecutive attempts). '
'Exiting so the container platform restarts and reports it.' % (
datetime.datetime.now(), failing_for // 60, self.consecutive_failures
)
)
)
return 1
self.autoupdate_invocations += 1
if self.secret.AUTOUPDATE_MAX_LOOP_INVOCATIONS > 0 and self.autoupdate_invocations >= self.secret.AUTOUPDATE_MAX_LOOP_INVOCATIONS:
return 0
def _retry_sleep_seconds(self):
"""Exponential backoff for consecutive failed polls: 30, 60, 120, 240,
then held at AUTOUPDATE_DEFAULT_SLEEP_SECONDS (300s default). The cap
reuses the existing poll interval because a failing API should never be
contacted more often than a healthy one."""
backoff = RETRY_INITIAL_SLEEP_SECONDS * (2 ** (self.consecutive_failures - 1))
return min(backoff, self.secret.AUTOUPDATE_DEFAULT_SLEEP_SECONDS)
class AutoupdateError(RuntimeError):
def __str__(self):
return "%s: %s" % (self.__class__.__name__, super().__str__())
class AutoupdateWarning(RuntimeWarning):
def __str__(self):
return "%s: %s" % (self.__class__.__name__, super().__str__())
class AutoupdateFailureError(AutoupdateError):
pass
class AutoupdateFailureWarning(AutoupdateWarning):
pass
class AutoupdateNoEventIndexesDetectedError(AutoupdateError):
pass
class AutoupdateNoNewDataDetectedError(AutoupdateError):
pass
class AutoupdateNoIndexChangeWarning(AutoupdateWarning):
pass
@@ -1,78 +0,0 @@
import arrow
import logging
from ...api.tandemsource import naive_local_to_utc
logger = logging.getLogger(__name__)
class ChooseDevice:
def __init__(self, secret, tconnect):
self.secret = secret
self.tconnect = tconnect
def choose(self):
tconnect = self.tconnect
pumpEventMetadata = tconnect.tandemsource.get_pumper().get('pumps', [])
if not pumpEventMetadata:
raise NoDevicesFound('No pumps are present on your Tandem Source account')
serialNumberToPump = {p['serialNumber']: p for p in pumpEventMetadata}
logger.info(f'Found {len(serialNumberToPump)} pumps: {serialNumberToPump.keys()}')
tconnectDevice = None
if self.secret.PUMP_SERIAL_NUMBER and str(self.secret.PUMP_SERIAL_NUMBER) != '11111111':
if not str(self.secret.PUMP_SERIAL_NUMBER) in serialNumberToPump.keys():
raise InvalidSerialNumber(f'Serial number {self.secret.PUMP_SERIAL_NUMBER} is not present on your account: choose one of {", ".join(serialNumberToPump.keys())}')
tconnectDevice = serialNumberToPump[str(self.secret.PUMP_SERIAL_NUMBER)]
# Warn if pump is stale (no events in >3 days)
try:
max_event_date = arrow.get(naive_local_to_utc(tconnectDevice["maxDateOfEvents"]))
age_days = (arrow.utcnow() - max_event_date).days
if age_days > 3:
logger.warning(
f"The selected pump (serial {tconnectDevice['serialNumber']}) has no events in the last {age_days} days "
f"(last seen: {tconnectDevice['maxDateOfEvents']}). "
"You may have switched to a new pump. Consider removing or updating PUMP_SERIAL_NUMBER in your config."
)
except Exception as e:
logger.debug(f"Could not parse maxDateOfEvents to check for staleness: {e}")
logger.info(f'Using pump with serial: {tconnectDevice["serialNumber"]} (deviceId: {tconnectDevice["assignmentId"]}, last seen: {tconnectDevice["maxDateOfEvents"]})')
else:
# The BFF device list includes pumps that have never uploaded
# (maxDateOfEvents is None); skip those when picking the most
# recent one, and only fall back to one of them if nothing else.
maxDateSeen = None
for pump in pumpEventMetadata:
if not pump.get('maxDateOfEvents'):
continue
pumpMaxDate = arrow.get(naive_local_to_utc(pump['maxDateOfEvents']))
if not tconnectDevice or pumpMaxDate > maxDateSeen:
maxDateSeen = pumpMaxDate
tconnectDevice = pump
# If no pump has any events yet, fall back to the first one.
if not tconnectDevice:
tconnectDevice = pumpEventMetadata[0]
logger.info(f'Using most recent pump (serial: {tconnectDevice["serialNumber"]}, deviceId: {tconnectDevice["assignmentId"]}, last seen: {tconnectDevice["maxDateOfEvents"]})')
return tconnectDevice
class InvalidSerialNumber(RuntimeError):
def __str__(self):
return "%s: %s" % (self.__class__.__name__, super().__str__())
class NoDevicesFound(RuntimeError):
def __str__(self):
return "%s: %s" % (self.__class__.__name__, super().__str__())
@@ -1,20 +0,0 @@
from ...features import DEFAULT_FEATURES
from ...eventparser.generic import Events, decode_raw_events, EVENT_LEN
from .choose_device import ChooseDevice
from .process import ProcessTimeRange
from ...api import TConnectApi
from ... import secret
import datetime
import logging
logger = logging.getLogger(__name__)
def fetch_oneshot(username, password, time_start=None, time_end=None, region=None):
tconnect = TConnectApi(username, password, region)
if not time_start and not time_end:
time_end = datetime.datetime.now()
time_start = time_end - datetime.timedelta(days=1)
tconnectDevice = ChooseDevice(secret, tconnect).choose()
return tconnect.tandemsource.pump_events(tconnectDevice['assignmentId'], time_start, time_end, fetch_all_event_types=secret.FETCH_ALL_EVENT_TYPES)
@@ -1,8 +0,0 @@
def insulin_float_round(amt):
if type(amt) != float:
return amt
return round(amt, 2)
def insulin_milliunits_to_real(amtMilli):
return insulin_float_round(amtMilli / 1000)
@@ -1,17 +0,0 @@
from ...features import DEFAULT_FEATURES
from .choose_device import ChooseDevice
from .process import ProcessTimeRange
from ... import secret
import datetime
def run_oneshot(tconnect, nightscout, pretend=False, features=DEFAULT_FEATURES, secret_arg=None, time_start=None, time_end=None):
if not time_start and not time_end:
time_end = datetime.datetime.now()
time_start = time_end - datetime.timedelta(days=1)
if not secret_arg:
secret_arg = secret
tconnectDevice = ChooseDevice(secret_arg, tconnect).choose()
return ProcessTimeRange(tconnect, nightscout, tconnectDevice, pretend, secret_arg, features).process(time_start, time_end)
-124
View File
@@ -1,124 +0,0 @@
import logging
import collections
import arrow
from types import ModuleType
from typing import Dict, Iterable, List, Optional, Protocol, Tuple, Type, TYPE_CHECKING
if TYPE_CHECKING:
from ...api import TConnectApi
from ...nightscout import NightscoutApi
from ...api.tandemsource import BffPump
class EventProcessor(Protocol):
"""Structural interface implemented by every Process* event handler."""
def __init__(self, tconnect: "TConnectApi", nightscout: "NightscoutApi", tconnect_device_id: str, pretend: bool, features: List[str]) -> None: ...
def enabled(self) -> bool: ...
def process(self, events: Iterable, time_start: arrow.Arrow, time_end: arrow.Arrow) -> List[dict]: ...
def write(self, ns_entries: List[dict]) -> int: ...
from ...features import DEVICE_STATUS, DEFAULT_FEATURES
from ...eventparser import events as eventtypes
from ...domain.tandemsource.event_class import EventClass
from .process_basal import ProcessBasal
from .process_basal_suspension import ProcessBasalSuspension
from .process_basal_resume import ProcessBasalResume
from .process_alarm import ProcessAlarm
from .process_bolus import ProcessBolus
from .process_cartridge import ProcessCartridge
from .process_cgm_alert import ProcessCGMAlert
from .process_cgm_start_join_stop import ProcessCGMStartJoinStop
from .process_cgm_reading import ProcessCGMReading
from .process_device_status import ProcessDeviceStatus
from .process_user_mode import ProcessUserMode
from .update_profiles import UpdateProfiles
logger = logging.getLogger(__name__)
class ProcessTimeRange:
def __init__(self, tconnect: "TConnectApi", nightscout: "NightscoutApi", tconnectDevice: "BffPump", pretend: bool, secret: ModuleType, features: List[str] = DEFAULT_FEATURES) -> None:
self.tconnect = tconnect
self.nightscout = nightscout
self.tconnect_device_id = tconnectDevice['assignmentId']
self.max_date_with_events = tconnectDevice.get('maxDateOfEvents')
self.pretend = pretend
self.secret = secret
self.features = features
event_classes: Dict[str, Type[EventProcessor]] = {
EventClass.BASAL.name: ProcessBasal,
EventClass.BASAL_SUSPENSION.name: ProcessBasalSuspension,
EventClass.BASAL_RESUME.name: ProcessBasalResume,
EventClass.ALARM.name: ProcessAlarm,
EventClass.BOLUS.name: ProcessBolus,
EventClass.CARTRIDGE.name: ProcessCartridge,
EventClass.CGM_ALERT.name: ProcessCGMAlert,
EventClass.CGM_START_JOIN_STOP.name: ProcessCGMStartJoinStop,
EventClass.CGM_READING.name: ProcessCGMReading,
EventClass.USER_MODE.name: ProcessUserMode,
EventClass.DEVICE_STATUS.name: ProcessDeviceStatus
}
updater_classes = [
UpdateProfiles
]
def process(self, time_start: arrow.Arrow, time_end: arrow.Arrow) -> Tuple[int, Optional[int]]:
fetch_all_event_types = self.secret.FETCH_ALL_EVENT_TYPES or DEVICE_STATUS in self.features
logger.info(f"ProcessTimeRange time_start={time_start} time_end={time_end} tconnect_device_id={self.tconnect_device_id} features={self.features} fetch_all_event_types={fetch_all_event_types}")
events = self.tconnect.tandemsource.pump_events(self.tconnect_device_id, time_start, time_end, fetch_all_event_types=fetch_all_event_types)
events_first_time = None
events_last_time = None
last_event_seqnum = None
for_eventclass = collections.defaultdict(list)
for event in events:
if not events_first_time:
events_first_time = event.eventTimestamp
if not events_last_time:
events_last_time = event.eventTimestamp
if not last_event_seqnum:
last_event_seqnum = event.seqNum
events_first_time = min(events_first_time, event.eventTimestamp)
events_last_time = max(events_last_time, event.eventTimestamp)
last_event_seqnum = max(event.seqNum, last_event_seqnum)
clazz = EventClass.for_event(event)
if clazz:
for_eventclass[clazz.name].append(event)
count_by_eventclass = {k: len(v) for k,v in for_eventclass.items()}
logger.info(f"Found events: {count_by_eventclass}")
processed_count = 0
for clazz, events in for_eventclass.items():
if clazz in self.event_classes.keys():
c = self.event_classes[clazz](self.tconnect, self.nightscout, self.tconnect_device_id, self.pretend, self.features)
if c.enabled():
logger.info("%s is enabled from features %s" % (clazz, self.features))
# Cap events_last_time at time_end to handle pump clock drift
# Ensure time_end is timezone-aware for comparison
time_end_aware = arrow.get(time_end)
capped_time_end = min(events_last_time, time_end_aware) if events_last_time else time_end_aware
# events_first_time is populated whenever for_eventclass has entries
# (i.e. at least one event was seen); fall back to time_start otherwise.
time_start_for_events = events_first_time if events_first_time else time_start
ns_entries = c.process(events, time_start_for_events, capped_time_end)
w = c.write(ns_entries)
if w:
processed_count += w
else:
logger.info("Skipping %s, is not enabled from features %s" % (clazz, self.features))
for updater_class in self.updater_classes:
updater = updater_class(self.tconnect, self.nightscout, self.tconnect_device_id, self.pretend, self.features)
if updater.enabled():
logger.info("%s is enabled from features %s" % (updater_class.__name__, self.features))
done = updater.update(self.pretend)
logger.info("%s completed with update required: %s" % (updater_class.__name__, done))
else:
logger.info("Skipping %s, is not enabled from features %s" % (updater_class.__name__, self.features))
logger.info("Processed %d events. Last event ID seen: %d" % (processed_count if processed_count else 0, last_event_seqnum if last_event_seqnum else -1))
return processed_count, last_event_seqnum
@@ -1,96 +0,0 @@
import logging
import arrow
from typing import Iterable, List, Union, TYPE_CHECKING
from typing_extensions import assert_never
if TYPE_CHECKING:
from ...api import TConnectApi
from ...nightscout import NightscoutApi
from ...features import DEFAULT_FEATURES
from ... import features
from ...eventparser.generic import Events, decode_raw_events, EVENT_LEN
from ...eventparser.utils import bitmask_to_list
from ...eventparser import events as eventtypes
from ...domain.tandemsource.event_class import EventClass
from ...parser.nightscout import (
ALARM_EVENTTYPE,
NightscoutEntry
)
logger = logging.getLogger(__name__)
AlarmOrMalfunction = Union[eventtypes.LidAlarmActivated, eventtypes.LidMalfunctionActivated]
class ProcessAlarm:
def __init__(self, tconnect: "TConnectApi", nightscout: "NightscoutApi", tconnect_device_id: str, pretend: bool, features: List[str] = DEFAULT_FEATURES) -> None:
self.tconnect = tconnect
self.nightscout = nightscout
self.tconnect_device_id = tconnect_device_id
self.pretend = pretend
self.features = features
def enabled(self) -> bool:
return features.PUMP_EVENTS in self.features
def process(self, events: Iterable, time_start: arrow.Arrow, time_end: arrow.Arrow) -> List[dict]:
logger.debug("ProcessAlarm: querying for last uploaded alarm")
last_upload = self.nightscout.last_uploaded_entry(ALARM_EVENTTYPE, time_start=time_start, time_end=time_end)
last_upload_time = None
if last_upload:
last_upload_time = arrow.get(last_upload["created_at"])
logger.info("Last Nightscout alarm upload: %s" % last_upload_time)
ns_entries = []
for event in sorted(events, key=lambda x: x.eventTimestamp):
if last_upload_time and arrow.get(event.eventTimestamp) <= last_upload_time:
if self.pretend:
logger.info("Skipping Alarm event not after last upload time: %s (time range: %s - %s)" % (event, time_start, time_end))
continue
if self.skip_event(event):
continue
ns_entries.append(self.alarm_to_nsentry(event))
return ns_entries
def skip_event(self, event: AlarmOrMalfunction) -> bool:
if not isinstance(event, eventtypes.LidAlarmActivated):
return False
return event.alarmId in (
eventtypes.LidAlarmActivated.AlarmidEnum.ResumePumpAlarm,
eventtypes.LidAlarmActivated.AlarmidEnum.ResumePumpAlarm2
)
def write(self, ns_entries: List[dict]) -> int:
count = 0
for entry in ns_entries:
if self.pretend:
logger.info("Would upload to Nightscout: %s" % entry)
else:
logger.info("Uploading to Nightscout: %s" % entry)
self.nightscout.upload_entry(entry)
count += 1
return count
def alarm_to_nsentry(self, event: AlarmOrMalfunction) -> dict:
if isinstance(event, eventtypes.LidAlarmActivated):
alarmId = event.alarmId
reason = alarmId.name if alarmId is not None else "Alarm%s" % event.alarmIdRaw
return NightscoutEntry.alarm(
created_at = event.eventTimestamp.format(),
reason = reason,
pump_event_id = "%s" % event.seqNum
)
elif isinstance(event, eventtypes.LidMalfunctionActivated):
return NightscoutEntry.alarm(
created_at = event.eventTimestamp.format(),
reason = "Malfunction",
pump_event_id = "%s" % event.seqNum
)
assert_never(event)
@@ -1,111 +0,0 @@
import datetime
import logging
import arrow
from ...secret import IGNORE_ZERO_UNIT_BASAL
from ...features import DEFAULT_FEATURES
from ... import features
from ...eventparser.generic import Events, decode_raw_events, EVENT_LEN
from ...eventparser.utils import bitmask_to_list
from ...eventparser import events as eventtypes
from .helpers import insulin_float_round, insulin_milliunits_to_real
from ...domain.tandemsource.event_class import EventClass
from ...parser.nightscout import (
BASAL_EVENTTYPE,
NightscoutEntry
)
from typing import Iterable, List, Optional, Union, TYPE_CHECKING
if TYPE_CHECKING:
from ...api import TConnectApi
from ...nightscout import NightscoutApi
logger = logging.getLogger(__name__)
BasalEvent = Union[eventtypes.LidBasalRateChange, eventtypes.LidBasalDelivery]
class ProcessBasal:
def __init__(self, tconnect: "TConnectApi", nightscout: "NightscoutApi", tconnect_device_id: str, pretend: bool, features: List[str] = DEFAULT_FEATURES) -> None:
self.tconnect = tconnect
self.nightscout = nightscout
self.tconnect_device_id = tconnect_device_id
self.pretend = pretend
self.features = features
def enabled(self) -> bool:
return features.BASAL in self.features
def process(self, events: Iterable, time_start: arrow.Arrow, time_end: arrow.Arrow) -> List[dict]:
logger.debug("ProcessBasal: querying for last uploaded entry")
last_upload = self.nightscout.last_uploaded_entry(BASAL_EVENTTYPE, time_start=time_start, time_end=time_end)
last_upload_time = None
if last_upload:
last_upload_time = arrow.get(last_upload["created_at"])
logger.info("Last Nightscout basal upload: %s" % last_upload_time)
with_duration = []
for event in sorted(events, key=lambda x: x.eventTimestamp):
if last_upload_time and arrow.get(event.eventTimestamp) <= last_upload_time:
if self.pretend:
logger.info("Skipping basal event not after last upload time: %s (time range: %s - %s)" % (event, time_start, time_end))
continue
with_duration.append([event.eventTimestamp, None, event])
if not with_duration:
logger.info("No basal events found to process")
return []
for i in range(len(with_duration)-1):
with_duration[i][1] = with_duration[i+1][0] - with_duration[i][0]
with_duration[-1][1] = time_end - with_duration[-1][0]
ns_entries = []
for item in with_duration:
ns = self.basal_to_nsentry(*item)
if ns:
ns_entries.append(ns)
return ns_entries
def write(self, ns_entries: List[dict]) -> int:
count = 0
for entry in ns_entries:
if self.pretend:
logger.info("Would upload to Nightscout: %s" % entry)
else:
logger.info("Uploading to Nightscout: %s" % entry)
self.nightscout.upload_entry(entry)
count += 1
return count
def basal_to_nsentry(self, start: arrow.Arrow, duration: datetime.timedelta, event: BasalEvent) -> Optional[dict]:
if type(event) == eventtypes.LidBasalRateChange:
value = insulin_float_round(event.commandedBasalRate)
if IGNORE_ZERO_UNIT_BASAL and value < 0.01:
logger.info("Ignoring basal entry with %.2f unit basal because IGNORE_ZERO_UNIT_BASAL=true: %s" % (value, event))
return None
return NightscoutEntry.basal(
value = value,
duration_mins = duration.total_seconds() / 60,
created_at = start.format(),
reason = ', '.join(bitmask_to_list(event.changeType)),
pump_event_id = "%s" % event.seqNum
)
if type(event) == eventtypes.LidBasalDelivery:
value = insulin_milliunits_to_real(event.commandedRate)
if IGNORE_ZERO_UNIT_BASAL and value < 0.01:
logger.info("Ignoring basal entry with %.2f unit basal because IGNORE_ZERO_UNIT_BASAL=true: %s" % (value, event))
return None
return NightscoutEntry.basal(
value = value,
duration_mins = duration.total_seconds() / 60,
created_at = start.format(),
reason = ', '.join(bitmask_to_list(event.commandedRateSource)),
pump_event_id = "%s" % event.seqNum
)
return None
@@ -1,75 +0,0 @@
import logging
import arrow
from typing import Iterable, List, Optional, TYPE_CHECKING
if TYPE_CHECKING:
from ...api import TConnectApi
from ...nightscout import NightscoutApi
from ...features import DEFAULT_FEATURES
from ... import features
from ...eventparser.generic import Events, decode_raw_events, EVENT_LEN
from ...eventparser.utils import bitmask_to_list
from ...eventparser import events as eventtypes
from ...domain.tandemsource.event_class import EventClass
from ...parser.nightscout import (
BASALRESUME_EVENTTYPE,
NightscoutEntry
)
logger = logging.getLogger(__name__)
class ProcessBasalResume:
def __init__(self, tconnect: "TConnectApi", nightscout: "NightscoutApi", tconnect_device_id: str, pretend: bool, features: List[str] = DEFAULT_FEATURES) -> None:
self.tconnect = tconnect
self.nightscout = nightscout
self.tconnect_device_id = tconnect_device_id
self.pretend = pretend
self.features = features
def enabled(self) -> bool:
return features.PUMP_EVENTS in self.features
def process(self, events: Iterable, time_start: arrow.Arrow, time_end: arrow.Arrow) -> List[dict]:
logger.debug("ProcessBasalResume: querying for last uploaded resume-suspension")
last_upload = self.nightscout.last_uploaded_entry(BASALRESUME_EVENTTYPE, time_start=time_start, time_end=time_end)
last_upload_time = None
if last_upload:
last_upload_time = arrow.get(last_upload["created_at"])
logger.info("Last Nightscout BasalResume upload: %s" % last_upload_time)
ns_entries = []
for event in sorted(events, key=lambda x: x.eventTimestamp):
if last_upload_time and arrow.get(event.eventTimestamp) <= last_upload_time:
if self.pretend:
logger.info("Skipping BasalResume event not after last upload time: %s (time range: %s - %s)" % (event, time_start, time_end))
continue
ns = self.resume_to_nsentry(event)
if ns:
ns_entries.append(ns)
return ns_entries
def write(self, ns_entries: List[dict]) -> int:
count = 0
for entry in ns_entries:
if self.pretend:
logger.info("Would upload to Nightscout: %s" % entry)
else:
logger.info("Uploading to Nightscout: %s" % entry)
self.nightscout.upload_entry(entry)
count += 1
return count
def resume_to_nsentry(self, event: eventtypes.LidPumpingResumed) -> Optional[dict]:
if type(event) == eventtypes.LidPumpingResumed:
return NightscoutEntry.basalresume(
created_at = event.eventTimestamp.format(),
pump_event_id = "%s" % event.seqNum
)
return None
@@ -1,76 +0,0 @@
import logging
import arrow
from typing import Iterable, List, Optional, TYPE_CHECKING
if TYPE_CHECKING:
from ...api import TConnectApi
from ...nightscout import NightscoutApi
from ...features import DEFAULT_FEATURES
from ... import features
from ...eventparser.generic import Events, decode_raw_events, EVENT_LEN
from ...eventparser.utils import bitmask_to_list
from ...eventparser import events as eventtypes
from ...domain.tandemsource.event_class import EventClass
from ...parser.nightscout import (
BASALSUSPENSION_EVENTTYPE,
NightscoutEntry
)
logger = logging.getLogger(__name__)
class ProcessBasalSuspension:
def __init__(self, tconnect: "TConnectApi", nightscout: "NightscoutApi", tconnect_device_id: str, pretend: bool, features: List[str] = DEFAULT_FEATURES) -> None:
self.tconnect = tconnect
self.nightscout = nightscout
self.tconnect_device_id = tconnect_device_id
self.pretend = pretend
self.features = features
def enabled(self) -> bool:
return features.PUMP_EVENTS in self.features or features.BASAL in self.features
def process(self, events: Iterable, time_start: arrow.Arrow, time_end: arrow.Arrow) -> List[dict]:
logger.debug("ProcessBasalSuspension: querying for last uploaded suspension")
last_upload = self.nightscout.last_uploaded_entry(BASALSUSPENSION_EVENTTYPE, time_start=time_start, time_end=time_end)
last_upload_time = None
if last_upload:
last_upload_time = arrow.get(last_upload["created_at"])
logger.info("Last Nightscout basalsuspension upload: %s" % last_upload_time)
ns_entries = []
for event in sorted(events, key=lambda x: x.eventTimestamp):
if last_upload_time and arrow.get(event.eventTimestamp) <= last_upload_time:
if self.pretend:
logger.info("Skipping basalsuspension event not after last upload time: %s (time range: %s - %s)" % (event, time_start, time_end))
continue
ns = self.suspension_to_nsentry(event)
if ns:
ns_entries.append(ns)
return ns_entries
def write(self, ns_entries: List[dict]) -> int:
count = 0
for entry in ns_entries:
if self.pretend:
logger.info("Would upload to Nightscout: %s" % entry)
else:
logger.info("Uploading to Nightscout: %s" % entry)
self.nightscout.upload_entry(entry)
count += 1
return count
def suspension_to_nsentry(self, event: eventtypes.LidPumpingSuspended) -> Optional[dict]:
if type(event) == eventtypes.LidPumpingSuspended:
return NightscoutEntry.basalsuspension(
created_at = event.eventTimestamp.format(),
reason = ', '.join(bitmask_to_list(event.suspendReason)),
pump_event_id = "%s" % event.seqNum
)
return None
@@ -1,133 +0,0 @@
import logging
import arrow
from ...features import DEFAULT_FEATURES
from ... import features
from ...eventparser.generic import Events, decode_raw_events, EVENT_LEN
from ...eventparser.utils import bitmask_to_list
from ...eventparser import events as eventtypes
from ...domain.tandemsource.event_class import EventClass
from .helpers import insulin_float_round
from ...parser.nightscout import (
BOLUS_EVENTTYPE,
NightscoutEntry
)
from typing import Iterable, List, Optional, TYPE_CHECKING
if TYPE_CHECKING:
from ...api import TConnectApi
from ...nightscout import NightscoutApi
logger = logging.getLogger(__name__)
class ProcessBolus:
def __init__(self, tconnect: "TConnectApi", nightscout: "NightscoutApi", tconnect_device_id: str, pretend: bool, features: List[str] = DEFAULT_FEATURES) -> None:
self.tconnect = tconnect
self.nightscout = nightscout
self.tconnect_device_id = tconnect_device_id
self.pretend = pretend
self.features = features
def enabled(self) -> bool:
return features.BOLUS in self.features
def process(self, events: Iterable, time_start: arrow.Arrow, time_end: arrow.Arrow) -> List[dict]:
logger.debug("ProcessBolus: querying for last uploaded entry")
last_upload = self.nightscout.last_uploaded_entry(BOLUS_EVENTTYPE, time_start=time_start, time_end=time_end)
last_upload_time = None
if last_upload:
last_upload_time = arrow.get(last_upload["created_at"])
logger.info("Last Nightscout bolus upload: %s" % last_upload_time)
# Correlate a bolus's request/completion messages by bolusid.
bolusEventsForId: dict = {}
for event in sorted(events, key=lambda x: x.eventTimestamp):
bolusEventsForId.setdefault(event.bolusId, {})[type(event)] = event
# Emit one Nightscout treatment per completion event, each at its own time:
# - LidBolusCompleted -> the standard / "now" bolus (carbs, bg, notes)
# - LidBolexCompleted -> the extended portion of a combo bolus (added
# separately, insulin only, so its later delivery is not dropped).
completions = []
for event in sorted(events, key=lambda x: x.eventTimestamp):
if type(event) not in (eventtypes.LidBolusCompleted, eventtypes.LidBolexCompleted):
continue
if last_upload_time and arrow.get(event.eventTimestamp) <= last_upload_time:
if self.pretend:
logger.info("Skipping bolus completion not after last upload time: %s (time range: %s - %s)" % (event, time_start, time_end))
continue
completions.append(event)
completions.sort(key=lambda e: e.eventTimestamp)
ns_entries = []
for event in completions:
if type(event) == eventtypes.LidBolexCompleted:
ns_entries.append(self.bolex_to_nsentry(event))
continue
m = bolusEventsForId[event.bolusId]
ns_entries.append(self.bolus_to_nsentry(
event,
bolusRequested1 = m.get(eventtypes.LidBolusRequestedMsg1),
bolusRequested2 = m.get(eventtypes.LidBolusRequestedMsg2),
bolusRequested3 = m.get(eventtypes.LidBolusRequestedMsg3),
))
return ns_entries
def write(self, ns_entries: List[dict]) -> int:
count = 0
for entry in ns_entries:
if self.pretend:
logger.info("Would upload to Nightscout: %s" % entry)
else:
logger.info("Uploading to Nightscout: %s" % entry)
self.nightscout.upload_entry(entry)
count += 1
return count
def bolus_to_nsentry(self, bolusCompleted: eventtypes.LidBolusCompleted, bolusRequested1: Optional[eventtypes.LidBolusRequestedMsg1], bolusRequested2: Optional[eventtypes.LidBolusRequestedMsg2], bolusRequested3: Optional[eventtypes.LidBolusRequestedMsg3]) -> dict:
suffixes = []
if bolusRequested2 and bolusRequested2.userOverride == eventtypes.LidBolusRequestedMsg2.UseroverrideEnum.Yes:
suffixes.append('(Override)')
if bolusRequested2 and bolusRequested2.declinedCorrection == eventtypes.LidBolusRequestedMsg2.DeclinedcorrectionEnum.Yes:
suffixes.append('(Declined Correction)')
suffix = (' ' + (' '.join(suffixes))) if suffixes else ''
seq_nums = []
for e in [bolusCompleted, bolusRequested1, bolusRequested2, bolusRequested3]:
if e:
seq_nums.append(str(e.seqNum))
notes = ''
if bolusRequested2 and str(bolusRequested2.optionsRaw) in eventtypes.LidBolusRequestedMsg2.OptionsMap:
notes = eventtypes.LidBolusRequestedMsg2.OptionsMap['%d' % bolusRequested2.optionsRaw]
return NightscoutEntry.bolus(
bolus = insulin_float_round(bolusCompleted.insulinDelivered),
carbs = bolusRequested1.carbAmount if bolusRequested1 and bolusRequested1.carbAmount>0 else None,
created_at = bolusCompleted.eventTimestamp.format(),
notes = notes + suffix,
bg = bolusRequested1.bg if bolusRequested1 and bolusRequested1.bg > 0 else None,
pump_event_id = ",".join(seq_nums)
)
def bolex_to_nsentry(self, bolexCompleted: eventtypes.LidBolexCompleted) -> dict:
# The extended portion of a combo bolus, added as its own treatment at
# the time it finished delivering. Insulin only; carbs/bg belong to the
# initial LidBolusCompleted entry and must not be double-counted here.
return NightscoutEntry.bolus(
bolus = insulin_float_round(bolexCompleted.insulinDelivered),
carbs = None,
created_at = bolexCompleted.eventTimestamp.format(),
notes = "Extended Bolus",
bg = None,
pump_event_id = "%s" % bolexCompleted.seqNum
)
@@ -1,111 +0,0 @@
import logging
import arrow
from ...features import DEFAULT_FEATURES
from ... import features
from ...eventparser.generic import Events, decode_raw_events, EVENT_LEN
from ...eventparser.utils import bitmask_to_list
from ...eventparser import events as eventtypes
from ...domain.tandemsource.event_class import EventClass
from ...parser.nightscout import (
SITECHANGE_EVENTTYPE,
NightscoutEntry
)
from typing import Iterable, List, TYPE_CHECKING
if TYPE_CHECKING:
from ...api import TConnectApi
from ...nightscout import NightscoutApi
logger = logging.getLogger(__name__)
class ProcessCartridge:
def __init__(self, tconnect: "TConnectApi", nightscout: "NightscoutApi", tconnect_device_id: str, pretend: bool, features: List[str] = DEFAULT_FEATURES) -> None:
self.tconnect = tconnect
self.nightscout = nightscout
self.tconnect_device_id = tconnect_device_id
self.pretend = pretend
self.features = features
def enabled(self) -> bool:
return features.PUMP_EVENTS in self.features
def process(self, events: Iterable, time_start: arrow.Arrow, time_end: arrow.Arrow) -> List[dict]:
logger.debug("ProcessCartridge: querying for last uploaded entry")
last_upload = self.nightscout.last_uploaded_entry(SITECHANGE_EVENTTYPE, time_start=time_start, time_end=time_end)
last_upload_time = None
if last_upload:
last_upload_time = arrow.get(last_upload["created_at"])
logger.info("Last Nightscout sitechange upload: %s" % last_upload_time)
cartFilledEvents = []
cannulaFilledEvents = []
tubingFilledEvents = []
for event in sorted(events, key=lambda x: x.eventTimestamp):
if last_upload_time and arrow.get(event.eventTimestamp) <= last_upload_time:
if self.pretend:
logger.info("Skipping %s not after last upload time: %s (time range: %s - %s)" % (type(event), event, time_start, time_end))
continue
if type(event) == eventtypes.LidCartridgeFilled:
cartFilledEvents.append(event)
elif type(event) == eventtypes.LidCannulaFilled:
cannulaFilledEvents.append(event)
elif type(event) == eventtypes.LidTubingFilled:
tubingFilledEvents.append(event)
cartFilledEvents.sort(key=lambda e: e.eventTimestamp)
cannulaFilledEvents.sort(key=lambda e: e.eventTimestamp)
tubingFilledEvents.sort(key=lambda e: e.eventTimestamp)
ns_entries = []
for cartFilled in cartFilledEvents:
ns_entries.append(self.cart_to_nsentry(cartFilled))
for cannulaFilled in cannulaFilledEvents:
ns_entries.append(self.cannula_to_nsentry(cannulaFilled))
for tubingFilled in tubingFilledEvents:
ns_entries.append(self.tubing_to_nsentry(tubingFilled))
return ns_entries
def write(self, ns_entries: List[dict]) -> int:
count = 0
for entry in ns_entries:
if self.pretend:
logger.info("Would upload to Nightscout: %s" % entry)
else:
logger.info("Uploading to Nightscout: %s" % entry)
self.nightscout.upload_entry(entry)
count += 1
return count
def cart_to_nsentry(self, cartFilled: eventtypes.LidCartridgeFilled) -> dict:
# insulinVolume is populated on t:slim X2 / Mobi; v2Volume is a legacy fallback.
volume = cartFilled.insulinVolume or cartFilled.v2Volume
return NightscoutEntry.sitechange(
created_at = cartFilled.eventTimestamp.format(),
reason = "Cartridge Filled" + (" (%du filled)" % round(volume) if volume else ""),
pump_event_id = "%s" % cartFilled.seqNum
)
def cannula_to_nsentry(self, cannulaFilled: eventtypes.LidCannulaFilled) -> dict:
# primeSize is fractional (e.g. 0.3u); format with one decimal, not %d.
primed = cannulaFilled.primeSize if cannulaFilled.primeSize and cannulaFilled.primeSize > 0 else None
return NightscoutEntry.sitechange(
created_at = cannulaFilled.eventTimestamp.format(),
reason = "Cannula Filled" + (" (%.1fu primed)" % primed if primed else ""),
pump_event_id = "%s" % cannulaFilled.seqNum
)
def tubing_to_nsentry(self, tubingFilled: eventtypes.LidTubingFilled) -> dict:
# primeSize is -1 (sentinel, "not recorded") on real tubing fills; only show a real prime volume.
primed = tubingFilled.primeSize if tubingFilled.primeSize and tubingFilled.primeSize > 0 else None
return NightscoutEntry.sitechange(
created_at = tubingFilled.eventTimestamp.format(),
reason = "Tubing Filled" + (" (%du primed)" % round(primed) if primed else ""),
pump_event_id = "%s" % tubingFilled.seqNum
)
@@ -1,108 +0,0 @@
import logging
import arrow
from ...features import DEFAULT_FEATURES
from ... import features
from ...eventparser.generic import Events, decode_raw_events, EVENT_LEN
from ...eventparser.utils import bitmask_to_list
from ...eventparser import events as eventtypes
from ...domain.tandemsource.event_class import EventClass
from ...parser.nightscout import (
CGM_ALERT_EVENTTYPE,
NightscoutEntry
)
from typing import Iterable, List, Optional, Union, TYPE_CHECKING
if TYPE_CHECKING:
from ...api import TConnectApi
from ...nightscout import NightscoutApi
logger = logging.getLogger(__name__)
# The three CGM alert event types all expose dalertId / dalertIdRaw / seqNum.
CgmAlertEvent = Union[
eventtypes.LidCgmAlertActivated,
eventtypes.LidCgmAlertActivatedDex,
eventtypes.LidCgmAlertActivatedFsl2,
]
class ProcessCGMAlert:
def __init__(self, tconnect: "TConnectApi", nightscout: "NightscoutApi", tconnect_device_id: str, pretend: bool, features: List[str] = DEFAULT_FEATURES) -> None:
self.tconnect = tconnect
self.nightscout = nightscout
self.tconnect_device_id = tconnect_device_id
self.pretend = pretend
self.features = features
def enabled(self) -> bool:
return features.CGM_ALERTS in self.features
def process(self, events: Iterable, time_start: arrow.Arrow, time_end: arrow.Arrow) -> List[dict]:
logger.debug("ProcessCGMAlert: querying for last uploaded entry")
last_upload = self.nightscout.last_uploaded_entry(CGM_ALERT_EVENTTYPE, time_start=time_start, time_end=time_end)
last_upload_time = None
if last_upload:
last_upload_time = arrow.get(last_upload["created_at"])
logger.info("Last Nightscout cgmalert upload: %s" % last_upload_time)
alertEvents = []
for event in sorted(events, key=lambda x: x.eventTimestamp):
if last_upload_time and arrow.get(event.eventTimestamp) <= last_upload_time:
if self.pretend:
logger.info("Skipping %s not after last upload time: %s (time range: %s - %s)" % (type(event), event, time_start, time_end))
continue
alertEvents.append(event)
alertEvents.sort(key=lambda e: e.eventTimestamp)
ns_entries = []
for event in alertEvents:
e = self.alert_to_nsentry(event)
if e:
ns_entries.append(e)
return ns_entries
def write(self, ns_entries: List[dict]) -> int:
count = 0
for entry in ns_entries:
if self.pretend:
logger.info("Would upload to Nightscout: %s" % entry)
else:
logger.info("Uploading to Nightscout: %s" % entry)
self.nightscout.upload_entry(entry)
count += 1
return count
def alert_to_nsentry(self, alert: CgmAlertEvent) -> Optional[dict]:
# FSL3 alert codes are defined in eventparser/static_dicts.py:CGM_ALERTS_DICT
# Alert code meanings are documented in comments there.
if not alert.dalertId:
logger.info("ProcessCGMAlert: Skipping alert with unknown dalertid %d: %s" % (alert.dalertIdRaw, alert))
return None
if type(alert) == eventtypes.LidCgmAlertActivated:
return NightscoutEntry.cgm_alert(
created_at = alert.eventTimestamp.format(),
reason = ("CGM Alert (%s)" % alert.dalertId.name) if alert.dalertId else "CGM Alert (Unknown)",
pump_event_id = "%s" % alert.seqNum
)
elif type(alert) == eventtypes.LidCgmAlertActivatedDex:
if alert.dalertId == eventtypes.LidCgmAlertActivatedDex.DalertidEnum.CgmOutOfRange:
logger.info("ProcessCGMAlert: Skipping alert with CgmOutOfRange dalertid %d: %s" % (alert.dalertIdRaw, alert))
return None
return NightscoutEntry.cgm_alert(
created_at = alert.eventTimestamp.format(),
reason = ("Dexcom CGM Alert (%s)" % alert.dalertId.name) if alert.dalertId else "Dexcom CGM Alert (Unknown)",
pump_event_id = "%s" % alert.seqNum
)
elif type(alert) == eventtypes.LidCgmAlertActivatedFsl2:
return NightscoutEntry.cgm_alert(
created_at = alert.eventTimestamp.format(),
reason = ("Libre CGM Alert (%s)" % alert.dalertId.name) if alert.dalertId else "Libre CGM Alert (Unknown)",
pump_event_id = "%s" % alert.seqNum
)
return None
@@ -1,132 +0,0 @@
import logging
import arrow
from ...features import DEFAULT_FEATURES
from ... import features
from ... import secret
from ...eventparser.raw_event import TANDEM_EPOCH
from ...eventparser import events as eventtypes
from ...parser.nightscout import NightscoutEntry
from typing import Iterable, List, Optional, Union, TYPE_CHECKING
if TYPE_CHECKING:
from ...api import TConnectApi
from ...nightscout import NightscoutApi
# The four CGM-reading event types share the glucoseValueStatus /
# currentGlucoseDisplayValue fields determine_glucose_value() reads.
CgmReadingEvent = Union[
eventtypes.LidCgmDataG7,
eventtypes.LidCgmDataGxb,
eventtypes.LidCgmDataFsl2,
eventtypes.LidCgmDataFsl3,
]
logger = logging.getLogger(__name__)
# Mirrors the Tandem Source frontend (CgmBuilder.determineGlucoseValue): out-of-range
# and special readings are reported as sentinel values rather than the raw display value.
GLUCOSE_LIMIT_LOW = 40
GLUCOSE_LIMIT_HIGH = 400
GLUCOSE_VALUE_LOW = 39
GLUCOSE_VALUE_HIGH = 401
def _resolve_glucose_value(display_value, status, *, precise, high, low):
if status == high:
return GLUCOSE_VALUE_HIGH
if status == low:
return GLUCOSE_VALUE_LOW
if status == precise:
if display_value < GLUCOSE_LIMIT_LOW:
return GLUCOSE_VALUE_LOW
if display_value > GLUCOSE_LIMIT_HIGH:
return GLUCOSE_VALUE_HIGH
return display_value
# Each sensor is handled separately: the glucoseValueStatus enums are NOT assumed
# to be consistent across sensor types (e.g. G6 names its members differently), so
# every branch resolves against that sensor's own enum members.
def determine_glucose_value(event: CgmReadingEvent) -> int:
display_value = event.currentGlucoseDisplayValue
status = event.glucoseValueStatus
if isinstance(event, eventtypes.LidCgmDataG7):
g7 = eventtypes.LidCgmDataG7.GlucosevaluestatusEnum
return _resolve_glucose_value(display_value, status,
precise=g7.PreciseValue, high=g7.SpecialHigh, low=g7.SpecialLow)
if isinstance(event, eventtypes.LidCgmDataGxb):
gxb = eventtypes.LidCgmDataGxb.GlucosevaluestatusEnum
return _resolve_glucose_value(display_value, status,
precise=gxb.CurrentglucosedisplayvalueContainsTheGlucoseReading,
high=gxb.TheGlucoseReadingIsHigh, low=gxb.TheGlucoseReadingIsLow)
if isinstance(event, eventtypes.LidCgmDataFsl3):
fsl3 = eventtypes.LidCgmDataFsl3.GlucosevaluestatusEnum
return _resolve_glucose_value(display_value, status,
precise=fsl3.PreciseValue, high=fsl3.SpecialHigh, low=fsl3.SpecialLow)
if isinstance(event, eventtypes.LidCgmDataFsl2):
fsl2 = eventtypes.LidCgmDataFsl2.GlucosevaluestatusEnum
return _resolve_glucose_value(display_value, status,
precise=fsl2.PreciseValue, high=fsl2.SpecialHigh, low=fsl2.SpecialLow)
return display_value
class ProcessCGMReading:
def __init__(self, tconnect: "TConnectApi", nightscout: "NightscoutApi", tconnect_device_id: str, pretend: bool, features: List[str] = DEFAULT_FEATURES, timezone: Optional[str] = None) -> None:
self.tconnect = tconnect
self.nightscout = nightscout
self.tconnect_device_id = tconnect_device_id
self.pretend = pretend
self.features = features
self.timezone = timezone or secret.TIMEZONE_NAME
def enabled(self) -> bool:
return features.CGM in self.features
def process(self, events: Iterable, time_start: arrow.Arrow, time_end: arrow.Arrow) -> List[dict]:
logger.debug("ProcessCGMReading: querying for last uploaded entry")
last_upload = self.nightscout.last_uploaded_bg_entry(time_start=time_start, time_end=time_end)
last_upload_time = None
if last_upload and "dateString" in last_upload:
last_upload_time = arrow.get(last_upload["dateString"])
elif last_upload and "date" in last_upload:
last_upload_time = arrow.get(last_upload["date"])
logger.info("ProcessCGMReading: Last Nightscout bg upload: %s" % last_upload_time)
readings = []
for event in sorted(events, key=lambda x: self.timestamp_for(x)):
if last_upload_time and self.timestamp_for(event) <= last_upload_time:
if self.pretend:
logger.info("ProcessCGMReading: Skipping %s not after last upload time: %s (time range: %s - %s)" % (type(event), event, time_start, time_end))
continue
readings.append(event)
ns_entries = []
for event in readings:
ns_entries.append(self.to_nsentry(event))
return ns_entries
def write(self, ns_entries: List[dict]) -> int:
count = 0
for entry in ns_entries:
if self.pretend:
logger.info("Would upload to Nightscout: %s" % entry)
else:
logger.info("Uploading to Nightscout: %s" % entry)
self.nightscout.upload_entry(entry, entity='entries')
count += 1
return count
def timestamp_for(self, event: CgmReadingEvent) -> arrow.Arrow:
# For backfills the time the event was added to the pump's event store
# might not be the time it actually occurred, so we use the egvTimestamp
return arrow.get(TANDEM_EPOCH + event.egvTimeStamp, tzinfo='UTC').replace(tzinfo=self.timezone)
def to_nsentry(self, event: CgmReadingEvent) -> dict:
return NightscoutEntry.entry(
sgv = determine_glucose_value(event),
created_at = self.timestamp_for(event).format(),
pump_event_id = "%s" % event.seqNum,
)
@@ -1,120 +0,0 @@
import logging
import arrow
from ...features import DEFAULT_FEATURES
from ... import features
from ...eventparser import events as eventtypes
from ...domain.tandemsource.event_class import EventClass
from ...nightscout import format_datetime
from ...parser.nightscout import (
CGM_START_EVENTTYPE,
CGM_JOIN_EVENTTYPE,
CGM_STOP_EVENTTYPE,
NightscoutEntry
)
from typing import Iterable, List, Optional, Union, TYPE_CHECKING
if TYPE_CHECKING:
from ...api import TConnectApi
from ...nightscout import NightscoutApi
logger = logging.getLogger(__name__)
# The CGM session start/join/stop event types (see EventClass._CGM_START /
# _CGM_JOIN / _CGM_STOP); all expose seqNum and eventTimestamp.
CgmSessionEvent = Union[
eventtypes.LidCgmStartSessionGx,
eventtypes.LidCgmStartSessionFsl2,
eventtypes.LidCgmJoinSessionGx,
eventtypes.LidCgmJoinSessionG7,
eventtypes.LidCgmJoinSessionFsl2,
eventtypes.LidCgmJoinSessionFsl3,
eventtypes.LidCgmStopSessionGx,
eventtypes.LidCgmStopSessionG7,
eventtypes.LidCgmStopSessionFsl2,
eventtypes.LidCgmStopSessionFsl3,
]
class ProcessCGMStartJoinStop:
def __init__(self, tconnect: "TConnectApi", nightscout: "NightscoutApi", tconnect_device_id: str, pretend: bool, features: List[str] = DEFAULT_FEATURES) -> None:
self.tconnect = tconnect
self.nightscout = nightscout
self.tconnect_device_id = tconnect_device_id
self.pretend = pretend
self.features = features
def enabled(self) -> bool:
return features.PUMP_EVENTS in self.features or features.CGM_ALERTS in self.features
def process(self, events: Iterable, time_start: arrow.Arrow, time_end: arrow.Arrow) -> List[dict]:
last_upload = None
last_upload_time = None
for eventtype in [CGM_START_EVENTTYPE, CGM_JOIN_EVENTTYPE, CGM_STOP_EVENTTYPE]:
logger.debug("ProcessCGMStartJoinStop: querying for last uploaded entry for %s" % eventtype)
_last_upload = self.nightscout.last_uploaded_entry(eventtype, time_start=time_start, time_end=time_end)
_last_upload_time = None
if _last_upload:
_last_upload_time = arrow.get(_last_upload["created_at"])
if not last_upload_time:
last_upload = _last_upload
last_upload_time = _last_upload_time
elif _last_upload_time > last_upload_time:
last_upload = _last_upload
last_upload_time = _last_upload_time
logger.info("ProcessCGMStartJoinStop: Last Nightscout %s upload: %s" % (eventtype, _last_upload_time))
logger.info("ProcessCGMStartJoinStop: Overall last Nightscout upload: %s %s" % (last_upload_time, last_upload))
allEvents = []
for event in sorted(events, key=lambda x: x.eventTimestamp):
if last_upload_time and arrow.get(event.eventTimestamp) <= last_upload_time:
if self.pretend:
logger.info("ProcessCGMStartJoinStop: Skipping %s not after last upload time: %s (time range: %s - %s)" % (type(event), event, time_start, time_end))
continue
allEvents.append(event)
allEvents.sort(key=lambda e: e.eventTimestamp)
ns_entries = []
for event in allEvents:
ns = self.to_nsentry(event)
if ns:
ns_entries.append(ns)
return ns_entries
def write(self, ns_entries: List[dict]) -> int:
count = 0
for entry in ns_entries:
if self.pretend:
logger.info("Would upload to Nightscout: %s" % entry)
else:
logger.info("Uploading to Nightscout: %s" % entry)
self.nightscout.upload_entry(entry)
count += 1
return count
def to_nsentry(self, event: CgmSessionEvent) -> Optional[dict]:
if type(event) in EventClass._CGM_START:
return NightscoutEntry.cgm_start(
created_at = format_datetime(event.eventTimestamp),
reason = "CGM Session Started",
pump_event_id = "%s" % event.seqNum
)
elif type(event) in EventClass._CGM_JOIN:
return NightscoutEntry.cgm_join(
created_at = format_datetime(event.eventTimestamp),
reason = "CGM Session Joined",
pump_event_id = "%s" % event.seqNum
)
elif type(event) in EventClass._CGM_STOP:
return NightscoutEntry.cgm_stop(
created_at = format_datetime(event.eventTimestamp),
reason = "CGM Session Stopped",
pump_event_id = "%s" % event.seqNum
)
return None
@@ -1,97 +0,0 @@
import logging
import arrow
from ...features import DEFAULT_FEATURES
from ... import features
from ...eventparser.generic import Events, decode_raw_events, EVENT_LEN
from ...eventparser.utils import bitmask_to_list
from ...eventparser import events as eventtypes
from ...domain.tandemsource.event_class import EventClass
from ...parser.nightscout import (
EXERCISE_EVENTTYPE,
SLEEP_EVENTTYPE,
NightscoutEntry
)
from typing import Iterable, List, Optional, TYPE_CHECKING
if TYPE_CHECKING:
from ...api import TConnectApi
from ...nightscout import NightscoutApi
logger = logging.getLogger(__name__)
class ProcessDeviceStatus:
def __init__(self, tconnect: "TConnectApi", nightscout: "NightscoutApi", tconnect_device_id: str, pretend: bool, features: List[str] = DEFAULT_FEATURES) -> None:
self.tconnect = tconnect
self.nightscout = nightscout
self.tconnect_device_id = tconnect_device_id
self.pretend = pretend
self.features = features
def enabled(self) -> bool:
return features.DEVICE_STATUS in self.features
def process(self, events: Iterable, time_start: arrow.Arrow, time_end: arrow.Arrow) -> List[dict]:
logger.debug("ProcessDeviceStatus: querying for last uploaded devicestatus")
last_upload = self.nightscout.last_uploaded_devicestatus(time_start=time_start, time_end=time_end)
last_upload_time = None
if last_upload:
last_upload_time = arrow.get(last_upload["created_at"])
logger.info("ProcessDeviceStatus: Last Nightscout devicestatus upload: %s" % last_upload_time)
last_daily_basal_event = None
for event in sorted(events, key=lambda x: x.raw.timestamp):
if last_upload_time and event.raw.timestamp <= last_upload_time:
if self.pretend:
logger.info("ProcessDeviceStatus: Skipping %s not after last upload time: %s (time range: %s - %s)" % (type(event), event, time_start, time_end))
continue
if isinstance(event, eventtypes.LidDailyBasal):
last_daily_basal_event = event
if not last_daily_basal_event:
logger.info("ProcessDeviceStatus: No last_daily_basal_event found for add (time range: %s - %s)" % (time_start, time_end))
return []
logger.info("ProcessDeviceStatus: last_daily_basal_event=%s" % (last_daily_basal_event))
entry = self.daily_basal_to_nsentry(last_daily_basal_event)
if entry is None:
return []
return [entry]
def daily_basal_to_nsentry(self, event: eventtypes.LidDailyBasal) -> Optional[dict]:
# NOTE: the pump-logs endpoint does not emit event 81 (LID_DAILY_BASAL)
# for either t:slim X2 or Mobi (verified against live accounts), and no
# other returned event carries battery data. DEVICE_STATUS therefore
# yields nothing on the new API; this path stays for the binary decoder
# and in case the endpoint starts returning event 81.
#
# batteryChargePercent is the pump's own state-of-charge byte, already
# scaled 0-100; if the event arrived without it (an event shape we
# can't yet parse), skip it rather than emit a bogus device status.
if event.batteryChargePercent is None:
logger.warning("ProcessDeviceStatus: skipping daily basal event missing battery data: %s" % event)
return None
return NightscoutEntry.devicestatus(
created_at=event.eventTimestamp.format(),
batteryVoltage=(float(event.batteryLipoMilliVolts or 0)/1000),
batteryPercent=int(event.batteryChargePercent),
pump_event_id = "%s" % event.seqNum
)
def write(self, ns_entries: List[dict]) -> int:
count = 0
for entry in ns_entries:
if self.pretend:
logger.info("Would upload devicestatus to Nightscout: %s" % entry)
else:
logger.info("Uploading devicestatus to Nightscout: %s" % entry)
self.nightscout.upload_entry(entry, entity='devicestatus')
count += 1
return count
@@ -1,257 +0,0 @@
import logging
import arrow
from typing import Iterable, List, Optional, TYPE_CHECKING
if TYPE_CHECKING:
from ...api import TConnectApi
from ...nightscout import NightscoutApi
from ...features import DEFAULT_FEATURES
from ... import features
from ...eventparser.generic import Events, decode_raw_events, EVENT_LEN
from ...eventparser.utils import bitmask_to_list
from ...eventparser import events as eventtypes
from ...domain.tandemsource.event_class import EventClass
from ...parser.nightscout import (
EXERCISE_EVENTTYPE,
SLEEP_EVENTTYPE,
NightscoutEntry
)
NOT_ENDED = "Not Ended"
logger = logging.getLogger(__name__)
class ProcessUserMode:
def __init__(self, tconnect: "TConnectApi", nightscout: "NightscoutApi", tconnect_device_id: str, pretend: bool, features: List[str] = DEFAULT_FEATURES) -> None:
self.tconnect = tconnect
self.nightscout = nightscout
self.tconnect_device_id = tconnect_device_id
self.pretend = pretend
self.features = features
def enabled(self) -> bool:
return features.PUMP_EVENTS in self.features
def process(self, events: Iterable, time_start: arrow.Arrow, time_end: arrow.Arrow) -> List[dict]:
logger.debug("ProcessUserMode: querying for last uploaded exercise entry")
exercise_last_upload = self.nightscout.last_uploaded_entry(EXERCISE_EVENTTYPE, time_start=time_start, time_end=time_end)
exercise_last_upload_time = None
if exercise_last_upload:
exercise_last_upload_time = arrow.get(exercise_last_upload["created_at"])
logger.info("ProcessUserMode: Last Nightscout exercise upload: %s" % exercise_last_upload_time)
exercise_not_ended = False
if exercise_last_upload and NOT_ENDED in exercise_last_upload.get("reason", ""):
exercise_not_ended = True
logger.info("ProcessUserMode: Last exercise not ended: %s" % exercise_last_upload)
logger.debug("ProcessUserMode: querying for last uploaded sleep entry")
sleep_last_upload = self.nightscout.last_uploaded_entry(SLEEP_EVENTTYPE, time_start=time_start, time_end=time_end)
sleep_last_upload_time = None
if sleep_last_upload:
sleep_last_upload_time = arrow.get(sleep_last_upload["created_at"])
logger.info("ProcessUserMode: Last Nightscout sleep upload: %s" % sleep_last_upload_time)
sleep_not_ended = False
if sleep_last_upload and NOT_ENDED in sleep_last_upload.get("reason", ""):
sleep_not_ended = True
logger.info("ProcessUserMode: Last sleep not ended: %s" % sleep_last_upload)
last_upload_time = None
if exercise_last_upload_time and sleep_last_upload_time:
last_upload_time = max(exercise_last_upload_time, sleep_last_upload_time)
elif exercise_last_upload_time:
last_upload_time = exercise_last_upload_time
elif sleep_last_upload_time:
last_upload_time = sleep_last_upload_time
logger.info("ProcessUserMode: Last Nightscout usermode upload: %s" % last_upload_time)
ns_entries = []
processed_sleep = []
processed_exercise = []
start_sleep = None
start_exercise = None
for event in sorted(events, key=lambda x: x.eventTimestamp):
if last_upload_time and arrow.get(event.eventTimestamp) <= last_upload_time:
if self.pretend:
logger.info("ProcessUserMode: Skipping usermode event not after last upload time: %s (time range: %s - %s)" % (event, time_start, time_end))
continue
if self.is_start_sleep(event):
start_sleep = event
elif self.is_stop_sleep(event):
if start_sleep:
processed_sleep.append((start_sleep, event))
start_sleep = None
else:
if sleep_not_ended and sleep_last_upload:
logger.info("ProcessUserMode: Found StopSleep without StartSleep, with incomplete sleep event in nightscout: %s NS: %s" % (event, sleep_last_upload))
ns_entries.append(self.process_unended_sleep_stop(event, sleep_last_upload))
else:
logger.warning("ProcessUserMode: Found StopSleep without StartSleep, and no active sleep event in nightscout: %s" % event)
elif self.is_start_exercise(event):
start_exercise = event
elif self.is_stop_exercise(event):
if start_exercise:
processed_exercise.append((start_exercise, event))
start_exercise = None
else:
if exercise_not_ended and exercise_last_upload:
logger.info("ProcessUserMode: Found StopExercise without StartExercise, with incomplete exercise event in nightscout: %s NS: %s" % (event, exercise_last_upload))
ns_entries.append(self.process_unended_exercise_stop(event, exercise_last_upload))
else:
logger.warning("ProcessUserMode: Found StopExercise without StartExercise, and no active exercise event in nightscout: %s" % event)
else:
logger.warning("ProcessUserMode: not sure how to process event: %s" % event)
if start_sleep:
processed_sleep.append((start_sleep, None))
logger.info("ProcessUserMode: sleep is active")
if start_exercise:
processed_exercise.append((start_exercise, None))
logger.info("ProcessUserMode: exercise is active")
for items in processed_sleep:
ns = self.sleep_to_nsentry(start=items[0], stop=items[1], time_end=time_end)
if ns:
ns_entries.append(ns)
for items in processed_exercise:
ns = self.exercise_to_nsentry(start=items[0], stop=items[1], time_end=time_end)
if ns:
ns_entries.append(ns)
return ns_entries
def write(self, ns_entries: List[dict]) -> int:
count = 0
for entry in ns_entries:
if self.pretend:
logger.info("Would upload to Nightscout: %s" % entry)
else:
logger.info("Uploading to Nightscout: %s" % entry)
self.nightscout.upload_entry(entry)
count += 1
return count
def is_start_sleep(self, event: eventtypes.LidAaUserModeChange) -> bool:
return event.requestedAction == eventtypes.LidAaUserModeChange.RequestedactionEnum.StartSleep
def is_stop_sleep(self, event: eventtypes.LidAaUserModeChange) -> bool:
return event.requestedAction == eventtypes.LidAaUserModeChange.RequestedactionEnum.StopSleep or \
event.requestedAction == eventtypes.LidAaUserModeChange.RequestedactionEnum.StopAll
def is_start_exercise(self, event: eventtypes.LidAaUserModeChange) -> bool:
return event.requestedAction == eventtypes.LidAaUserModeChange.RequestedactionEnum.StartExercise
def is_stop_exercise(self, event: eventtypes.LidAaUserModeChange) -> bool:
return event.requestedAction == eventtypes.LidAaUserModeChange.RequestedactionEnum.StopExercise or \
event.requestedAction == eventtypes.LidAaUserModeChange.RequestedactionEnum.StopAll
def sleep_to_nsentry(self, start: eventtypes.LidAaUserModeChange, stop: Optional[eventtypes.LidAaUserModeChange] = None, time_end: Optional[arrow.Arrow] = None) -> Optional[dict]:
if start and stop:
reason = None
if start.sleepStartedByGui == eventtypes.LidAaUserModeChange.SleepstartedbyguiEnum.TrueVal:
reason = "Sleep (Manual)"
elif start.activeSleepSchedule:
reason = "Sleep (Scheduled)"
duration_mins = (stop.eventTimestamp - start.eventTimestamp).total_seconds() / 60
return NightscoutEntry.activity(
created_at=start.eventTimestamp.format(),
reason=reason,
duration=duration_mins,
event_type=SLEEP_EVENTTYPE,
pump_event_id = "%s,%s" % (start.seqNum, stop.seqNum)
)
elif start:
reason = None
if start.sleepStartedByGui == eventtypes.LidAaUserModeChange.SleepstartedbyguiEnum.TrueVal:
reason = "Sleep (Manual)"
elif start.activeSleepScheduleRaw:
reason = "Sleep (Scheduled)"
duration_mins = (time_end - start.eventTimestamp).total_seconds() / 60
return NightscoutEntry.activity(
created_at=start.eventTimestamp.format(),
reason=reason + " - " + NOT_ENDED if reason else NOT_ENDED,
duration=duration_mins,
event_type=SLEEP_EVENTTYPE,
pump_event_id = "%s" % start.seqNum
)
return None
def exercise_to_nsentry(self, start: eventtypes.LidAaUserModeChange, stop: Optional[eventtypes.LidAaUserModeChange] = None, time_end: Optional[arrow.Arrow] = None) -> Optional[dict]:
if start and stop:
reason = "Exercise"
if start.exerciseChoice == eventtypes.LidAaUserModeChange.ExercisechoiceEnum.Timed:
reason = "Exercise (Timed)"
if stop.exerciseStoppedByTimer == eventtypes.LidAaUserModeChange.ExercisestoppedbytimerEnum.TrueVal:
reason += " (Stopped by timer)"
duration_mins = (stop.eventTimestamp - start.eventTimestamp).total_seconds() / 60
return NightscoutEntry.activity(
created_at=start.eventTimestamp.format(),
reason=reason,
duration=duration_mins,
event_type=EXERCISE_EVENTTYPE,
pump_event_id = "%s,%s" % (start.seqNum, stop.seqNum)
)
elif start:
reason = "Exercise"
if start.exerciseChoice == eventtypes.LidAaUserModeChange.ExercisechoiceEnum.Timed:
reason = "Exercise (Timed)"
duration_mins = (time_end - start.eventTimestamp).total_seconds() / 60
return NightscoutEntry.activity(
created_at=start.eventTimestamp.format(),
reason=reason + " - " + NOT_ENDED,
duration=duration_mins,
event_type=EXERCISE_EVENTTYPE,
pump_event_id = "%s" % start.seqNum
)
return None
def process_unended_sleep_stop(self, event: eventtypes.LidAaUserModeChange, sleep_last_upload: dict) -> dict:
logger.info("ProcessUserMode: Deleting old sleep event treatment before pushing update (delete treatments/%s)" % sleep_last_upload["_id"])
if self.pretend:
logger.info("ProcessUserMode: Skipping delete in pretend mode")
else:
self.nightscout.delete_entry('treatments/%s' % sleep_last_upload["_id"])
duration_mins = (event.eventTimestamp - arrow.get(sleep_last_upload["created_at"])).total_seconds() / 60
return NightscoutEntry.activity(
created_at=sleep_last_upload["created_at"],
reason=sleep_last_upload["reason"].replace(" - %s" % NOT_ENDED, ""),
duration=duration_mins,
event_type=SLEEP_EVENTTYPE,
pump_event_id="%s,%s" % (sleep_last_upload.get("pump_event_id",""), event.seqNum)
)
def process_unended_exercise_stop(self, event: eventtypes.LidAaUserModeChange, exercise_last_upload: dict) -> dict:
logger.info("ProcessUserMode: Deleting old exercise event treatment before pushing update (delete treatments/%s)" % exercise_last_upload["_id"])
if self.pretend:
logger.info("ProcessUserMode: Skipping delete in pretend mode")
else:
self.nightscout.delete_entry('treatments/%s' % exercise_last_upload["_id"])
reason = exercise_last_upload["reason"].replace(" - %s" % NOT_ENDED, "")
if event.exerciseStoppedByTimer == eventtypes.LidAaUserModeChange.ExercisestoppedbytimerEnum.TrueVal:
reason += " (Stopped by timer)"
duration_mins = (event.eventTimestamp - arrow.get(exercise_last_upload["created_at"])).total_seconds() / 60
return NightscoutEntry.activity(
created_at=exercise_last_upload["created_at"],
reason=reason,
duration=duration_mins,
event_type=EXERCISE_EVENTTYPE,
pump_event_id="%s,%s" % (exercise_last_upload.get("pump_event_id",""), event.seqNum)
)
@@ -1,217 +0,0 @@
import logging
import arrow
import copy
import json
from typing import Any, Callable, List, Tuple, TYPE_CHECKING
if TYPE_CHECKING:
from ...api import TConnectApi
from ...nightscout import NightscoutApi
from ...features import DEFAULT_FEATURES
from ... import features
from ...domain.tandemsource.pump_settings import PumpSettings
from ...parser.nightscout import (
NightscoutEntry, ENTERED_BY
)
from ...secret import NIGHTSCOUT_PROFILE_UPLOAD_MODE
logger = logging.getLogger(__name__)
def _get_default_upload_mode() -> str:
return NIGHTSCOUT_PROFILE_UPLOAD_MODE
class UpdateProfiles:
def __init__(self, tconnect: "TConnectApi", nightscout: "NightscoutApi", tconnect_device_id: str, pretend: bool, features: List[str] = DEFAULT_FEATURES) -> None:
self.tconnect = tconnect
self.nightscout = nightscout
self.tconnect_device_id = tconnect_device_id
self.pretend = pretend
self.features = features
def enabled(self) -> bool:
return features.PROFILES in self.features
def update(self, pretend: bool) -> bool:
upload_mode = _get_default_upload_mode()
logger.debug("UpdateProfiles: getting Tandem Source profile data")
all_metadata = self.tconnect.tandemsource.get_pumper().get('pumps', [])
pump_meta = None
for m in all_metadata:
if m['assignmentId'] == self.tconnect_device_id:
pump_meta = m
if not pump_meta:
return False
s = pump_meta.get("settings")
raw_settings = s["details"] if s else None
if not raw_settings:
return False
pump_settings = PumpSettings.from_dict(raw_settings)
logger.info("Current pump settings: %s" % pump_settings)
ns_profile_obj = self.nightscout.current_profile()
logger.debug("Current Nightscout profile: %s" % ns_profile_obj)
if ns_profile_obj is None:
ns_profile_obj = {}
logger.info("Current Nightscout profile was authored by: %s" % (ns_profile_obj.get('enteredBy')))
diff, ns_profile_new = self.compare_profiles(pump_settings, ns_profile_obj)
if not diff:
logger.info("Pump and Nightscout profiles up to date")
return False
if upload_mode == 'add':
profile_to_upload = self.setup_new_profile(ns_profile_new)
logger.info("Adding new Nightscout profiles object: %s", profile_to_upload)
if not pretend:
self.nightscout.upload_entry(profile_to_upload, entity='profile')
return True
elif upload_mode == 'replace':
logger.info("Replacing new Nightscout profiles object: %s", ns_profile_new)
if not pretend:
self.nightscout.put_entry(ns_profile_new, entity='profile')
return True
else:
raise RuntimeError('invalid upload_mode: %s' % upload_mode)
"""
Compare pump device and Nightscout profiles, and return a final dictionary of
Nightscout profile objects, with the pump profile settings overriding what is
currently in Nightscout.
ns_profile_obj is the output from NightscoutApi.current_profile() and should be the most
recent profile object in mongo.
Returns the new Nightscout profile and whether it was changed.
"""
def compare_profiles(self, pump_settings: PumpSettings, ns_profile_obj: dict) -> Tuple[bool, dict]:
device = {profile.name: profile for profile in pump_settings.profiles.profile}
activeIdp = pump_settings.profiles.activeIdp
ns = ns_profile_obj.get('store', {})
logger.debug("compare_profiles profile names: device: %s ns: %s", device.keys(), ns.keys())
new_ns_profile = copy.deepcopy(ns_profile_obj)
if not 'store' in new_ns_profile:
new_ns_profile['store'] = {}
updated_ns_profile = False
missing_profiles_in_ns = set(device.keys()) - set(ns.keys())
for profile_name in missing_profiles_in_ns:
logger.info("Missing %s profile in Nightscout: %s", profile_name, device.get(profile_name))
pump_configured_profile = device[profile_name]
ns_translated_profile = NightscoutEntry.tandemsource_profile_store(pump_configured_profile, pump_settings)
logger.info("Will add %s profile to Nightscout: %s", profile_name, ns_translated_profile)
new_ns_profile['store'][profile_name] = ns_translated_profile
updated_ns_profile = True
existent_profiles_in_ns = set(device.keys()) & set(ns.keys())
for profile_name in existent_profiles_in_ns:
#logger.debug("Checking for differences for %s profile between pump and nightscout", profile_name)
pump_configured_profile = device[profile_name]
ns_translated_profile = NightscoutEntry.tandemsource_profile_store(pump_configured_profile, pump_settings)
ns_configured_profile = ns[profile_name]
#logger.debug("Comparing %s profile from pump: %s to nightscout: %s", profile_name, ns_translated_profile, ns_configured_profile)
if self.nightscout_profiles_identical(ns_configured_profile, ns_translated_profile):
logger.info("Profile %s identical between pump and nightscout", profile_name)
continue
logger.info("Profile %s needs update in nightscout: %s", profile_name, ns_translated_profile)
new_ns_profile['store'][profile_name] = ns_translated_profile
updated_ns_profile = True
current_pump_profile = None
for profile in pump_settings.profiles.profile:
if profile.idp == activeIdp:
current_pump_profile = profile.name
if not current_pump_profile:
logger.error('No current pump profile, so skipping profile update')
return False, ns_profile_obj
current_ns_profile = ns_profile_obj.get('defaultProfile')
if current_pump_profile != current_ns_profile:
logger.info("Current profile changed: pump: %s nightscout: %s", current_pump_profile, current_ns_profile)
new_ns_profile['defaultProfile'] = current_pump_profile
updated_ns_profile = True
if not updated_ns_profile:
logger.info("No Nightscout profile changes")
return False, ns_profile_obj
logger.info("New Nightscout profile object: %s", new_ns_profile)
new_ns_profile['enteredBy'] = ENTERED_BY
return True, new_ns_profile
def nightscout_profiles_identical(self, configured: dict, translated: dict) -> bool:
if configured == translated:
logger.debug("direct dicts equal")
return True
if json.dumps(configured, sort_keys=True, indent=None) == json.dumps(translated, sort_keys=True, indent=None):
logger.debug("initial JSON dump identical")
return True
# convert all JSON values into strings
def map_nested_dicts_modify(ob: dict, func: Callable) -> None:
for k, v in ob.items():
if isinstance(v, dict):
map_nested_dicts_modify(v, func)
elif isinstance(v, list):
map_nested_lists_modify(v, func)
else:
ob[k] = func(v)
def map_nested_lists_modify(ob: list, func: Callable) -> None:
for i in range(len(ob)):
v = ob[i]
if isinstance(v, dict):
map_nested_dicts_modify(v, func)
elif isinstance(v, list):
map_nested_lists_modify(v, func)
else:
ob[i] = func(v)
def to_numeric(x: Any) -> Any:
if type(x) in [int, float]:
return '%f' % x
try:
return '%f' % float(x)
except (ValueError, TypeError):
return x
convert_func = lambda x: to_numeric(x)
configured_str = json.loads(json.dumps(configured))
map_nested_dicts_modify(configured_str, convert_func)
translated_str = json.loads(json.dumps(translated))
map_nested_dicts_modify(translated_str, convert_func)
if json.dumps(configured_str, sort_keys=True, indent=None) == json.dumps(translated_str, sort_keys=True, indent=None):
logger.debug("map_nested_dicts JSON dump identical")
return True
logger.debug("profiles not identical")
return False
def setup_new_profile(self, ns_profile: dict) -> dict:
if '_id' in ns_profile:
del ns_profile['_id']
now = arrow.now().isoformat()
ns_profile['startDate'] = now
ns_profile['created_at'] = now
return ns_profile
+1 -6
View File
@@ -28,9 +28,4 @@ def removesuffix(input_string, suffix):
def removeprefix(input_string, prefix):
if prefix and input_string.startswith(prefix):
return input_string[len(prefix):]
return input_string
def cap_length(text, maxlen):
if not text or len(text) <= maxlen:
return text
return '%s[...]%s' % (text[:maxlen//2], text[maxlen//-2:])
return input_string
+2 -2
View File
@@ -16,5 +16,5 @@ Returns a TConnectApi object with default secret parameters.
"""
def get_api():
from ..api import TConnectApi
from ..secret import TCONNECT_EMAIL, TCONNECT_PASSWORD, TCONNECT_REGION
return TConnectApi(TCONNECT_EMAIL, TCONNECT_PASSWORD, TCONNECT_REGION)
from ..secret import TCONNECT_EMAIL, TCONNECT_PASSWORD
return TConnectApi(TCONNECT_EMAIL, TCONNECT_PASSWORD)
+46 -1
View File
@@ -1,5 +1,48 @@
import tconnectsync.api
import requests
class ControlIQApi(tconnectsync.api.controliq.ControlIQApi):
def __init__(self):
self.BASE_URL = 'invalid://'
self.LOGIN_URL = 'invalid://'
self.session = requests.Session() # mocked in tests
def login(self, email, password):
raise NotImplementedError
def needs_relogin(self):
return False
def _get(self, endpoint, query):
raise NotImplementedError
class WS2Api(tconnectsync.api.ws2.WS2Api):
def __init__(self):
self.BASE_URL = 'invalid://'
self.SLEEP_SECONDS_INCREMENT = 0.01
def get(self, endpoint):
raise NotImplementedError
def get_jsonp(self, endpoint):
raise NotImplementedError
class AndroidApi(tconnectsync.api.android.AndroidApi):
def __init__(self):
self.BASE_URL = 'invalid://'
def login(self, email, password):
raise NotImplementedError
def needs_relogin(self):
return False
def _get(self, endpoint, query={}, **kwargs):
raise NotImplementedError
class WebUIScraper(tconnectsync.api.webui.WebUIScraper):
def __init__(self, controliq):
self.controliq = controliq
class TConnectApi(tconnectsync.api.TConnectApi):
def __init__(self, email=None, password=None):
@@ -8,4 +51,6 @@ class TConnectApi(tconnectsync.api.TConnectApi):
else:
self.with_credentials = False
_tandemsource = None
_ciq = ControlIQApi()
_ws2 = WS2Api()
_android = AndroidApi()
+90
View File
@@ -0,0 +1,90 @@
#!/usr/bin/env python3
import unittest
import itertools
import datetime
from .fake import AndroidApi
from tconnectsync.api.common import ApiException
class TestAndroidApi(unittest.TestCase):
def fake_get_with_http_code(self, http_code, expected_endpoint, num_times):
tries = 0
def fake_get(endpoint, query):
nonlocal http_code, expected_endpoint, num_times, tries
if endpoint.endswith(expected_endpoint):
if tries < num_times:
tries += 1
raise ApiException(http_code, "fake HTTP %d" % http_code)
return {"faked_json": True}
raise NotImplementedError
return fake_get
def test_last_event_uploaded_works_after_single_http_500(self):
android = AndroidApi()
android._get = self.fake_get_with_http_code(500, "cloud/upload/getlasteventuploaded?sn=1111111", 1)
self.assertEqual(
android.last_event_uploaded(1111111),
{
"faked_json": True
})
def test_last_event_uploaded_fails_after_two_http_500s(self):
android = AndroidApi()
android._get = self.fake_get_with_http_code(500, "cloud/upload/getlasteventuploaded?sn=1111111", 2)
self.assertRaises(ApiException, android.last_event_uploaded, 1111111)
def test_last_event_uploaded_triggers_relogin_after_single_http_401(self):
android = AndroidApi()
android._email = 'email'
android._password = 'password'
hit_login = []
def stub_login(email, password):
nonlocal hit_login
hit_login.append((email, password))
android.login = stub_login
android._get = self.fake_get_with_http_code(401, "cloud/upload/getlasteventuploaded?sn=1111111", 1)
self.assertEqual(
android.last_event_uploaded(1111111),
{
"faked_json": True
})
self.assertListEqual(hit_login, [
('email', 'password')
])
def test_last_event_uploaded_fails_after_two_http_401s(self):
android = AndroidApi()
android._email = 'email'
android._password = 'password'
hit_login = []
def stub_login(email, password):
nonlocal hit_login
hit_login.append((email, password))
android.login = stub_login
android._get = self.fake_get_with_http_code(401, "cloud/upload/getlasteventuploaded?sn=1111111", 2)
self.assertRaises(ApiException, android.last_event_uploaded, 1111111)
self.assertListEqual(hit_login, [
('email', 'password')
])
if __name__ == '__main__':
unittest.main()
+240
View File
@@ -0,0 +1,240 @@
#!/usr/bin/env python3
import unittest
import itertools
import datetime
import json
import requests_mock
from bs4 import BeautifulSoup
from .fake import ControlIQApi
from tconnectsync.api.controliq import ControlIQApi as RealControlIQApi
from tconnectsync.api.common import ApiException, ApiLoginException, base_headers
class TestControlIQApi(unittest.TestCase):
LOGIN_HTML = """
<html>
<body>
<form method="post" action="./login.aspx?ReturnUrl=%2f" onsubmit="javascript:return WebForm_OnSubmit();" id="form1">
<div class="aspNetHidden">
<input type="hidden" name="__LASTFOCUS" id="__LASTFOCUS" value="" />
<input type="hidden" name="__EVENTTARGET" id="__EVENTTARGET" value="" />
<input type="hidden" name="__EVENTARGUMENT" id="__EVENTARGUMENT" value="" />
<input type="hidden" name="__VIEWSTATE" id="__VIEWSTATE" value="AAAAA" />
</div>
<div class="aspNetHidden">
<input type="hidden" name="__VIEWSTATEGENERATOR" id="__VIEWSTATEGENERATOR" value="BBBBB" />
<input type="hidden" name="__EVENTVALIDATION" id="__EVENTVALIDATION" value="CCCCC" />
</div>
</form>
</body>
</html>
"""
LOGIN_POST_DATA = {
"__LASTFOCUS": "",
"__EVENTTARGET": "ctl00$ContentBody$LoginControl$linkLogin",
"__EVENTARGUMENT": "",
"__VIEWSTATE": "AAAAA",
"__VIEWSTATEGENERATOR": "BBBBB",
"__EVENTVALIDATION": "CCCCC",
"ctl00$ContentBody$LoginControl$txtLoginEmailAddress": "email@email.com",
"txtLoginEmailAddress_ClientState": '{"enabled":true,"emptyMessage":"","validationText":"%s","valueAsString":"%s","lastSetTextBoxValue":"%s"}' % ("email@email.com", "email@email.com", "email@email.com"),
"ctl00$ContentBody$LoginControl$txtLoginPassword": "password",
"txtLoginPassword_ClientState": '{"enabled":true,"emptyMessage":"","validationText":"%s","valueAsString":"%s","lastSetTextBoxValue":"%s"}' % ("password", "password", "password")
}
def test_build_login_data(self):
ciq = ControlIQApi()
soup = BeautifulSoup(self.LOGIN_HTML, features='lxml')
self.assertDictEqual(
ciq._build_login_data('email@email.com', 'password', soup),
self.LOGIN_POST_DATA)
def test_login_successful(self):
ciq = ControlIQApi()
ciq.LOGIN_URL = RealControlIQApi.LOGIN_URL
ciq.login = lambda email, password: RealControlIQApi.login(ciq, email, password)
with requests_mock.Mocker() as m:
m.get('https://tconnect.tandemdiabetes.com/login.aspx?ReturnUrl=%2f',
request_headers=base_headers(),
text=self.LOGIN_HTML)
def post_callback(request, context):
context.status_code = 302
context.headers['Location'] = '/newlocation'
context.cookies['UserGUID'] = 'user_guid'
context.cookies['accessToken'] = 'access_tok'
context.cookies['accessTokenExpiresAt'] = '2021-05-04T11:18:08.381Z'
return ''
m.post('https://tconnect.tandemdiabetes.com/login.aspx?ReturnUrl=%2f',
request_headers={'Referer': ciq.LOGIN_URL, **base_headers()},
text=post_callback)
m.post('https://tconnect.tandemdiabetes.com/newlocation',
cookies={'cookie': 'value'},
headers=base_headers(),
status_code=200)
self.assertTrue(ciq.login('email@email.com', 'password'))
self.assertEqual(ciq.userGuid, 'user_guid')
self.assertEqual(ciq.accessToken, 'access_tok')
self.assertEqual(ciq.accessTokenExpiresAt, '2021-05-04T11:18:08.381Z')
def test_login_invalid_credentials(self):
ciq = ControlIQApi()
ciq.LOGIN_URL = RealControlIQApi.LOGIN_URL
ciq.login = lambda email, password: RealControlIQApi.login(ciq, email, password)
with requests_mock.Mocker() as m:
m.get('https://tconnect.tandemdiabetes.com/login.aspx?ReturnUrl=%2f',
request_headers=base_headers(),
text=self.LOGIN_HTML)
def post_callback(request, context):
context.status_code = 200
return '<html><body>...</body></html>'
m.post('https://tconnect.tandemdiabetes.com/login.aspx?ReturnUrl=%2f',
request_headers={'Referer': ciq.LOGIN_URL, **base_headers()},
text=post_callback)
self.assertRaises(ApiLoginException, ciq.login, 'email@email.com', 'password')
self.assertIsNone(ciq.userGuid)
self.assertIsNone(ciq.accessToken)
self.assertIsNone(ciq.accessTokenExpiresAt)
def fake_get_with_http_code(self, http_code, expected_endpoint, num_times):
tries = 0
def fake_get(endpoint, query):
nonlocal http_code, expected_endpoint, num_times, tries
if endpoint.split("?")[0].endswith(expected_endpoint):
if tries < num_times:
tries += 1
raise ApiException(http_code, "fake HTTP %d" % http_code)
return {"faked_json": True}
raise NotImplementedError
return fake_get
def test_therapy_timeline_works_after_single_http_500(self):
ciq = ControlIQApi()
ciq.userGuid = 'aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee'
ciq._get = self.fake_get_with_http_code(500, "therapytimeline/users/aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee", 1)
self.assertEqual(
ciq.therapy_timeline('2021-04-01', '2021-04-02'),
{
"faked_json": True
})
def test_therapy_timeline_fails_after_two_http_500s(self):
ciq = ControlIQApi()
ciq.userGuid = 'aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee'
ciq._get = self.fake_get_with_http_code(500, "therapytimeline/users/aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee", 2)
self.assertRaises(ApiException, ciq.therapy_timeline, '2021-04-01', '2021-04-02')
def test_therapy_timeline_triggers_relogin_after_single_http_401(self):
ciq = ControlIQApi()
ciq.userGuid = 'aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee'
ciq._email = 'email'
ciq._password = 'password'
hit_login = []
def stub_login(email, password):
nonlocal hit_login
hit_login.append((email, password))
ciq.login = stub_login
ciq._get = self.fake_get_with_http_code(401, "therapytimeline/users/aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee", 1)
self.assertEqual(
ciq.therapy_timeline('2021-04-01', '2021-04-02'),
{
"faked_json": True
})
self.assertListEqual(hit_login, [
('email', 'password')
])
def test_therapy_timeline_fails_after_two_http_401s(self):
ciq = ControlIQApi()
ciq.userGuid = 'aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee'
ciq._email = 'email'
ciq._password = 'password'
hit_login = []
def stub_login(email, password):
nonlocal hit_login
hit_login.append((email, password))
ciq.login = stub_login
ciq._get = self.fake_get_with_http_code(401, "therapytimeline/users/aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee", 2)
self.assertRaises(ApiException, ciq.therapy_timeline, '2021-04-01', '2021-04-02')
self.assertListEqual(hit_login, [
('email', 'password')
])
def test_therapy_timeline_parses_date(self):
ciq = ControlIQApi()
ciq.userGuid = 'aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee'
def fake_get(raw_endpoint, ignored_query):
endpoint, query = raw_endpoint.split("?")
self.assertTrue(endpoint.endswith("therapytimeline/users/aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee"))
self.assertEqual(query, "startDate=04-01-2021&endDate=04-02-2021")
return {"faked_json": True}
ciq._get = fake_get
self.assertEqual(
ciq.therapy_timeline(datetime.date(2021, 4, 1), datetime.date(2021, 4, 2)),
{
"faked_json": True
})
def test_dashboard_summary_parses_date(self):
ciq = ControlIQApi()
ciq.userGuid = 'aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee'
def fake_get(raw_endpoint, ignored_query):
endpoint, query = raw_endpoint.split("?")
self.assertTrue(endpoint.endswith("summary/users/aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee"))
self.assertEqual(query, "startDate=04-01-2021&endDate=04-02-2021")
return {"faked_json": True}
ciq._get = fake_get
self.assertEqual(
ciq.dashboard_summary(datetime.date(2021, 4, 1), datetime.date(2021, 4, 2)),
{
"faked_json": True
})
if __name__ == '__main__':
unittest.main()
-508
View File
@@ -1,508 +0,0 @@
#!/usr/bin/env python3
import arrow
import datetime
import unittest
import urllib.parse
from unittest.mock import patch
from tconnectsync.api.tandemsource import TandemSourceApi, naive_local_to_utc
from tconnectsync.api.common import ApiException
from tconnectsync.eventparser import events as eventtypes
# Representative GET api/reports/bff/pumper/{pumperId} response, mirroring the
# structure of a real captured account response: one active pump with settings
# and one never-uploaded pump (null date/settings fields).
BFF_PUMPER = {
"firstName": "Test",
"lastName": "User",
"name": "Test User",
"dateOfBirth": "1990-01-01",
"lowGlucoseThreshold": 70,
"highGlucoseThreshold": 180,
"country": "US",
"pumps": [
{
"algorithm": "Control-IQ",
"availableDataRange": {"start": "2021-05-06T12:31:19", "end": "2022-02-16T22:45:58"},
"assignmentId": "1b493210-9336-4901-a329-a352775738c5",
"lastUploadDate": "2022-09-20T05:50:12Z",
"maxDateOfEvents": "2022-02-16T22:45:58",
"modelNumber": "1000354",
"modelName": "t:slim X2™ Insulin Pump",
"partNumber": "1011979",
"serialNumber": "90556643",
"softwareVersion": "7.8.0.0",
"lastUploadClientType": "mobile_tconnect",
"settings": {
"id": "b7f931c8-63cd-44c9-86aa-56826f9057e5",
"deviceAssignmentId": "1b493210-9336-4901-a329-a352775738c5",
"uploadedTimeStamp": "2022-09-10T21:07:43.497",
"settingsHash": "29EDDA8E7A72C1AD060271268CC7AE81FAD54B9D",
"uploadId": "5da6a0ca-86c3-440f-9462-fa53168dcb9d",
"details": {"profiles": {"numberOfProfiles": 1}},
},
},
{
"algorithm": "Basal-IQ",
"availableDataRange": {"start": None, "end": None},
"assignmentId": "f6631fff-f403-4ce4-9362-83eff9e2850e",
"glucoseUnit": None,
"lastUploadDate": None,
"maxDateOfEvents": None,
"modelNumber": "1000096",
"modelName": "t:slim X2™ Insulin Pump",
"partNumber": "1003314",
"serialNumber": "514387",
"softwareVersion": "6.0.3.0",
"lastUploadClientType": None,
"settings": None,
},
],
}
class TestNaiveLocalToUtc(unittest.TestCase):
"""The module-level naive_local_to_utc() helper is the sole survivor of the
removed PumpMetadata adapter. It normalizes a BFF pump-local naive
wall-clock timestamp to true UTC, and is now called at the specific date
call sites that compare against real UTC."""
maxDiff = None
def test_naive_dates_normalized_to_utc(self):
# America/New_York is set in tests/conftest.py. Feb -> EST (UTC-5),
# May -> EDT (UTC-4). These are the raw BffPump maxDateOfEvents /
# availableDataRange.start values that call sites now normalize.
self.assertEqual(
naive_local_to_utc(BFF_PUMPER["pumps"][0]["maxDateOfEvents"]),
"2022-02-17T03:45:58+00:00",
)
self.assertEqual(
naive_local_to_utc(BFF_PUMPER["pumps"][0]["availableDataRange"]["start"]),
"2021-05-06T16:31:19+00:00",
)
def test_naive_local_to_utc_none_passthrough(self):
self.assertIsNone(naive_local_to_utc(None))
def test_naive_local_to_utc_idempotent_no_double_shift(self):
# A value that already carries a tz must not be shifted again. Feed the
# already-UTC output back in and confirm it is unchanged.
first = naive_local_to_utc("2022-02-16T22:45:58")
self.assertEqual(first, "2022-02-17T03:45:58+00:00")
self.assertEqual(naive_local_to_utc(first), first)
# A 'Z'-suffixed (true UTC) value is passed through as UTC unchanged.
self.assertEqual(
naive_local_to_utc("2022-09-20T05:50:12Z"),
"2022-09-20T05:50:12+00:00",
)
class TestDefaultEventIds(unittest.TestCase):
def test_default_event_ids(self):
ids = TandemSourceApi.DEFAULT_EVENT_IDS
self.assertEqual(len(ids), 55)
self.assertEqual(len(set(ids)), 55, "DEFAULT_EVENT_IDS contains duplicates")
# FSL3 ids added for the BFF pump-logs endpoint
self.assertTrue({477, 480, 486}.issubset(set(ids)))
# Trimmed real-shape pump-logs response (1 event + 1 clockChange).
PUMP_LOGS = {
"events": [
{
"deviceAssignmentId": "1b493210-9336-4901-a329-a352775738c5",
"eventCode": 16,
"sequenceGroup": 1,
"sequenceNumber": 100123,
"pumpDateTime": "2024-01-10T08:15:30",
"eventProperties": {"iob": 1.25, "bg": 112},
"estimatedDateTime": "2024-01-10T08:15:30Z",
}
],
"clockChanges": [
{
"deviceAssignmentId": "1b493210-9336-4901-a329-a352775738c5",
"eventCode": 13,
"sequenceGroup": 0,
"sequenceNumber": 5,
"pumpDateTime": "2024-01-01T00:00:00",
"eventProperties": {"timePrior": 1, "timeAfter": 2, "rawRtcTime": 3},
"estimatedDateTime": "2024-01-01T00:00:00Z",
}
],
}
class TestGetPumpLogs(unittest.TestCase):
maxDiff = None
def _api(self):
api = TandemSourceApi.__new__(TandemSourceApi)
api.pumperId = "PUMPER123"
return api
def _endpoint(self, mock_get):
mock_get.assert_called_once()
# (endpoint, query_dict) positional args
self.assertEqual(mock_get.call_args.args[1], {})
return mock_get.call_args.args[0]
def _qs(self, endpoint, keep_blank=False):
parsed = urllib.parse.urlparse(endpoint)
return parsed.path, urllib.parse.parse_qs(parsed.query, keep_blank_values=keep_blank)
def test_endpoint_path_and_params(self):
api = self._api()
with patch.object(TandemSourceApi, "get", return_value=PUMP_LOGS) as mock_get:
api.get_pump_logs("dev-uuid", min_date="2024-01-01", max_date="2024-01-15")
endpoint = self._endpoint(mock_get)
path, qs = self._qs(endpoint)
self.assertEqual(path, "api/reports/bff/pump-logs/dev-uuid")
self.assertEqual(qs["pumperId"], ["PUMPER123"])
self.assertEqual(qs["startDate"], ["2024-01-01T00:00:00Z"])
self.assertEqual(qs["endDate"], ["2024-01-15T23:59:59Z"])
def test_default_event_ids_comma_joined(self):
api = self._api()
with patch.object(TandemSourceApi, "get", return_value=PUMP_LOGS) as mock_get:
api.get_pump_logs("dev", min_date="2024-01-01", max_date="2024-01-02")
_, qs = self._qs(self._endpoint(mock_get))
self.assertEqual(qs["eventIds"][0].split(","),
[str(i) for i in TandemSourceApi.DEFAULT_EVENT_IDS])
def test_custom_event_ids_comma_joined(self):
api = self._api()
with patch.object(TandemSourceApi, "get", return_value=PUMP_LOGS) as mock_get:
api.get_pump_logs("dev", "2024-01-01", "2024-01-02", event_ids_filter=[16, 5, 28])
_, qs = self._qs(self._endpoint(mock_get))
self.assertEqual(qs["eventIds"], ["16,5,28"])
def test_none_event_ids_empty(self):
api = self._api()
with patch.object(TandemSourceApi, "get", return_value=PUMP_LOGS) as mock_get:
api.get_pump_logs("dev", "2024-01-01", "2024-01-02", event_ids_filter=None)
_, qs = self._qs(self._endpoint(mock_get), keep_blank=True)
self.assertEqual(qs["eventIds"], [""])
def test_return_value_passthrough(self):
api = self._api()
with patch.object(TandemSourceApi, "get", return_value=PUMP_LOGS):
result = api.get_pump_logs("dev", "2024-01-01", "2024-01-15")
self.assertIs(result, PUMP_LOGS)
def test_none_dates_default_to_today(self):
api = self._api()
with patch.object(TandemSourceApi, "get", return_value=PUMP_LOGS) as mock_get:
api.get_pump_logs("dev")
_, qs = self._qs(self._endpoint(mock_get))
today = datetime.datetime.now().strftime('%Y-%m-%d')
self.assertEqual(qs["startDate"], ["%sT00:00:00Z" % today])
self.assertEqual(qs["endDate"], ["%sT23:59:59Z" % today])
def _ev(group, num, event_code=16, pump_date_time="2024-01-10T08:15:30", **props):
"""Trimmed real-shape pump-log event; eventCode 16 parses to LidBgReadingTaken."""
return {
"deviceAssignmentId": "1b493210-9336-4901-a329-a352775738c5",
"eventCode": event_code,
"sequenceGroup": group,
"sequenceNumber": num,
"pumpDateTime": pump_date_time,
"eventProperties": props or {"iob": 1.25, "bg": 112},
"estimatedDateTime": pump_date_time + "Z",
}
class TestPumpLogWindows(unittest.TestCase):
"""#10: the range is paged into inclusive windows no larger than 28 days."""
maxDiff = None
def test_single_day(self):
self.assertEqual(TandemSourceApi._pump_log_windows("2024-01-01", "2024-01-01"),
[("2024-01-01", "2024-01-01")])
def test_short_range_is_one_window(self):
# A span shorter than the window must still yield a covering window.
self.assertEqual(TandemSourceApi._pump_log_windows("2024-01-01", "2024-01-15"),
[("2024-01-01", "2024-01-15")])
def test_exactly_28_days_is_one_window(self):
self.assertEqual(TandemSourceApi._pump_log_windows("2024-01-01", "2024-01-28"),
[("2024-01-01", "2024-01-28")])
def test_29_days_splits(self):
self.assertEqual(TandemSourceApi._pump_log_windows("2024-01-01", "2024-01-29"),
[("2024-01-01", "2024-01-28"), ("2024-01-29", "2024-01-29")])
def test_long_range_windows_are_contiguous_and_bounded(self):
windows = TandemSourceApi._pump_log_windows("2024-01-01", "2024-03-01")
self.assertEqual(windows, [
("2024-01-01", "2024-01-28"),
("2024-01-29", "2024-02-25"),
("2024-02-26", "2024-03-01"),
])
# each window <= 28 days, and windows are contiguous (no gaps/overlaps)
for start, end in windows:
self.assertLessEqual((arrow.get(end) - arrow.get(start)).days, 27)
for (_, prev_end), (next_start, _) in zip(windows, windows[1:]):
self.assertEqual(arrow.get(next_start), arrow.get(prev_end).shift(days=1))
def test_reversed_dates_are_swapped(self):
self.assertEqual(TandemSourceApi._pump_log_windows("2024-03-01", "2024-01-01"),
TandemSourceApi._pump_log_windows("2024-01-01", "2024-03-01"))
def test_none_dates_default_to_single_today_window(self):
windows = TandemSourceApi._pump_log_windows(None, None)
self.assertEqual(len(windows), 1)
self.assertEqual(windows[0][0], windows[0][1])
class TestPumpEvents(unittest.TestCase):
"""#16: pump_events pages get_pump_logs by window, dedupes, skips
clockChanges, and yields parsed event objects."""
maxDiff = None
def _api(self):
api = TandemSourceApi.__new__(TandemSourceApi)
api.pumperId = "PUMPER123"
return api
def test_single_window_one_call_with_default_event_ids(self):
api = self._api()
resp = {"events": [_ev(0, 1)], "clockChanges": []}
with patch.object(TandemSourceApi, "get_pump_logs", return_value=resp) as m:
out = list(api.pump_events("dev-uuid", "2024-01-01", "2024-01-10"))
m.assert_called_once_with("dev-uuid", "2024-01-01", "2024-01-10",
TandemSourceApi.DEFAULT_EVENT_IDS)
self.assertEqual([type(e).__name__ for e in out], ["LidBgReadingTaken"])
def test_fetch_all_event_types_passes_none_filter(self):
api = self._api()
resp = {"events": [], "clockChanges": []}
with patch.object(TandemSourceApi, "get_pump_logs", return_value=resp) as m:
list(api.pump_events("dev", "2024-01-01", "2024-01-10", fetch_all_event_types=True))
self.assertIsNone(m.call_args.args[3])
def test_multi_window_paging_boundaries(self):
api = self._api()
responses = [
{"events": [_ev(0, 1)], "clockChanges": []},
{"events": [_ev(0, 2)], "clockChanges": []},
{"events": [_ev(0, 3)], "clockChanges": []},
]
with patch.object(TandemSourceApi, "get_pump_logs", side_effect=responses) as m:
out = list(api.pump_events("dev", "2024-01-01", "2024-03-01"))
windows = [(c.args[1], c.args[2]) for c in m.call_args_list]
self.assertEqual(windows, [
("2024-01-01", "2024-01-28"),
("2024-01-29", "2024-02-25"),
("2024-02-26", "2024-03-01"),
])
self.assertEqual([e.seqNum for e in out], [1, 2, 3])
def test_dedupes_across_windows_by_group_and_number(self):
api = self._api()
# Same (sequenceGroup, sequenceNumber) appears in two windows -> kept once.
responses = [
{"events": [_ev(0, 100), _ev(0, 101)], "clockChanges": []},
{"events": [_ev(0, 100), _ev(0, 102)], "clockChanges": []},
]
with patch.object(TandemSourceApi, "get_pump_logs", side_effect=responses):
out = list(api.pump_events("dev", "2024-01-01", "2024-02-15"))
self.assertEqual([e.seqNum for e in out], [100, 101, 102])
def test_same_number_different_group_not_deduped(self):
api = self._api()
responses = [
{"events": [_ev(0, 100)], "clockChanges": []},
{"events": [_ev(1, 100)], "clockChanges": []},
]
with patch.object(TandemSourceApi, "get_pump_logs", side_effect=responses):
out = list(api.pump_events("dev", "2024-01-01", "2024-02-15"))
self.assertEqual(len(out), 2)
def test_clock_changes_are_skipped(self):
api = self._api()
resp = {
"events": [_ev(0, 1)],
"clockChanges": [_ev(0, 5, event_code=13), _ev(0, 6, event_code=14)],
}
with patch.object(TandemSourceApi, "get_pump_logs", return_value=resp):
out = list(api.pump_events("dev", "2024-01-01", "2024-01-10"))
self.assertEqual([e.eventId for e in out], [16])
def test_missing_events_key_is_tolerated(self):
api = self._api()
with patch.object(TandemSourceApi, "get_pump_logs", return_value={}):
out = list(api.pump_events("dev", "2024-01-01", "2024-01-10"))
self.assertEqual(out, [])
class TestPumpEventsRealEventTypes(unittest.TestCase):
"""Parse bolus (20), basal (279), CGM (399) and alarm (5) events through
pump_events(). eventProperties use Tandem's real camelCase names; bitmask
fields arrive as arrays of set-bit indices."""
maxDiff = None
def _api(self):
api = TandemSourceApi.__new__(TandemSourceApi)
api.pumperId = "PUMPER123"
return api
RESPONSE = {
"events": [
_ev(0, 201, event_code=20, completionStatus=3, bolusId=777,
insulinDelivered=2.5, insulinRequested=2.5, iob=1.1),
_ev(0, 202, event_code=279, commandedRateSource=1, commandedRate=800,
profileBasalRate=800, algorithmRate=0, tempRate=0),
_ev(0, 203, event_code=399, glucoseValueStatus=0, cgmDataType=[0], rate=-5,
algorithmState=2, rssi=-60, currentGlucoseDisplayValue=112,
egvTimeStamp=123456, egvInfoBitmask=[], interval=5),
_ev(0, 204, event_code=5, alarmId=2, faultLocatorData=100, param1=1, param2=2.0),
],
"clockChanges": [],
}
def _parse(self):
api = self._api()
with patch.object(TandemSourceApi, "get_pump_logs", return_value=self.RESPONSE):
out = list(api.pump_events("dev", "2024-01-01", "2024-01-10"))
return {type(e).__name__: e for e in out}
def test_all_four_event_types_parse(self):
parsed = self._parse()
self.assertEqual(
set(parsed),
{"LidBolusCompleted", "LidBasalDelivery", "LidCgmDataG7", "LidAlarmActivated"},
)
def test_bolus_completed_decodes(self):
e = self._parse()["LidBolusCompleted"]
self.assertEqual(e.eventId, 20)
self.assertEqual(e.seqNum, 201)
self.assertEqual(e.bolusId, 777)
self.assertEqual(e.insulinDelivered, 2.5)
self.assertEqual(e.insulinRequested, 2.5)
self.assertEqual(e.iob, 1.1)
self.assertEqual(e.completionStatus,
eventtypes.LidBolusCompleted.CompletionstatusEnum.Completed)
def test_basal_delivery_decodes(self):
e = self._parse()["LidBasalDelivery"]
self.assertEqual(e.eventId, 279)
self.assertEqual(e.seqNum, 202)
self.assertEqual(e.commandedRate, 800)
self.assertEqual(e.profileBasalRate, 800)
self.assertEqual(e.commandedRateSource,
eventtypes.LidBasalDelivery.CommandedratesourceEnum.Profile)
def test_cgm_g7_decodes(self):
e = self._parse()["LidCgmDataG7"]
self.assertEqual(e.eventId, 399)
self.assertEqual(e.seqNum, 203)
self.assertEqual(e.currentGlucoseDisplayValue, 112)
self.assertEqual(e.glucoseValueStatus,
eventtypes.LidCgmDataG7.GlucosevaluestatusEnum.PreciseValue)
# cgmDataType bitmask array [0] -> bit 0 set -> Fmr
self.assertEqual(e.cgmDataType,
eventtypes.LidCgmDataG7.CgmdatatypeBitmask.Fmr)
# rate is stored raw and scaled x0.1 by the property (-5 -> -0.5 mg/dL/min)
self.assertAlmostEqual(e.rate, -0.5)
def test_alarm_activated_decodes(self):
e = self._parse()["LidAlarmActivated"]
self.assertEqual(e.eventId, 5)
self.assertEqual(e.seqNum, 204)
self.assertEqual(e.faultLocatorData, 100)
self.assertEqual(e.param2, 2.0)
self.assertEqual(e.alarmId,
eventtypes.LidAlarmActivated.AlarmidEnum.OcclusionAlarm)
def _cc(num, code):
return {"eventCode": code, "sequenceGroup": 0, "sequenceNumber": num,
"pumpDateTime": "2024-01-01T00:00:00", "eventProperties": {}}
class TestPumpClockChanges(unittest.TestCase):
def _api(self):
api = TandemSourceApi.__new__(TandemSourceApi)
api.pumperId = "P"
return api
def test_parses_clock_changes(self):
with patch.object(TandemSourceApi, "get_pump_logs",
return_value={"clockChanges": [_cc(5, 13), _cc(6, 14)]}):
out = list(self._api().pump_clock_changes("dev", "2024-01-01", "2024-01-10"))
self.assertEqual([(type(e).__name__, e.seqNum) for e in out],
[("LidTimeChanged", 5), ("LidDateChanged", 6)])
def test_dedupes_across_windows(self):
responses = [{"clockChanges": [_cc(5, 13)]}, {"clockChanges": [_cc(5, 13), _cc(7, 14)]}]
with patch.object(TandemSourceApi, "get_pump_logs", side_effect=responses):
out = list(self._api().pump_clock_changes("dev", "2024-01-01", "2024-02-15"))
self.assertEqual([e.seqNum for e in out], [5, 7])
def test_missing_clock_changes_key_is_tolerated(self):
with patch.object(TandemSourceApi, "get_pump_logs", return_value={}):
out = list(self._api().pump_clock_changes("dev", "2024-01-01", "2024-01-10"))
self.assertEqual(out, [])
class TestGetRetry(unittest.TestCase):
"""get() retries once on 500, re-logs-in and retries once on 401, and
raises immediately on other statuses; after one retry it gives up."""
maxDiff = None
def _api(self):
api = TandemSourceApi.__new__(TandemSourceApi)
api._email = 'e'
api._password = 'p'
api.accessTokenExpiresAt = 0
return api
def test_401_triggers_relogin_then_retry_succeeds(self):
api = self._api()
with patch.object(TandemSourceApi, "_get",
side_effect=[ApiException(401, 'unauth'), {'ok': True}]) as m_get, \
patch.object(TandemSourceApi, "login", return_value=None) as m_login:
result = api.get('ep', {})
self.assertEqual(result, {'ok': True})
self.assertEqual(m_login.call_count, 1)
self.assertEqual(m_get.call_count, 2)
def test_500_retries_without_relogin(self):
api = self._api()
with patch.object(TandemSourceApi, "_get",
side_effect=[ApiException(500, 'err'), {'ok': True}]) as m_get, \
patch.object(TandemSourceApi, "login", return_value=None) as m_login:
result = api.get('ep', {})
self.assertEqual(result, {'ok': True})
self.assertEqual(m_login.call_count, 0)
self.assertEqual(m_get.call_count, 2)
def test_other_status_raises_immediately(self):
api = self._api()
with patch.object(TandemSourceApi, "_get",
side_effect=ApiException(403, 'forbidden')) as m_get, \
patch.object(TandemSourceApi, "login", return_value=None) as m_login:
with self.assertRaises(ApiException):
api.get('ep', {})
self.assertEqual(m_login.call_count, 0)
self.assertEqual(m_get.call_count, 1)
def test_persistent_401_raises_after_one_retry(self):
api = self._api()
with patch.object(TandemSourceApi, "_get",
side_effect=[ApiException(401, 'unauth'), ApiException(401, 'unauth')]) as m_get, \
patch.object(TandemSourceApi, "login", return_value=None) as m_login:
with self.assertRaises(ApiException):
api.get('ep', {})
self.assertEqual(m_login.call_count, 1)
self.assertEqual(m_get.call_count, 2)
if __name__ == "__main__":
unittest.main()
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+129
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#!/usr/bin/env python3
import unittest
import itertools
from .fake import WS2Api
from tconnectsync.api.common import ApiException
class TestWS2Api(unittest.TestCase):
def fake_get_with_http_500(self, num_times):
tries = 0
def fake_get(endpoint, **kwargs):
nonlocal tries, num_times
if "therapytimeline2csv" in endpoint:
if tries < num_times:
tries += 1
raise ApiException(500, "fake HTTP 500")
return ""
raise NotImplementedError
return fake_get
def test_therapy_timeline_csv_works_after_two_retries(self):
ws2 = WS2Api()
ws2.get = self.fake_get_with_http_500(2)
self.assertEqual(
ws2.therapy_timeline_csv('2021-04-01', '2021-04-02'),
{
"readingData": [],
"iobData": [],
"basalData": [],
"bolusData": []
})
def test_therapy_timeline_csv_fails_after_three_retries(self):
ws2 = WS2Api()
ws2.get = self.fake_get_with_http_500(3)
self.assertRaises(ApiException, ws2.therapy_timeline_csv, '2021-04-01', '2021-04-02')
RAW_DATA_HEADER = """Tandem Diabetes Care Inc.
t:connect Therapy Timeline Data Export
Patient Name, Sample Name
Patient DOB, 1/1/1990
Report Generated On, 4/24/2021 7:50:04 PM
"""
RAW_DATA_CGM = """DeviceType,SerialNumber,Description,EventDateTime,Readings (CGM / BGM)
"t:slim X2 Insulin Pump","11111111","EGV","2021-04-01T00:01:33","235",
"t:slim X2 Insulin Pump","11111111","EGV","2021-04-01T00:06:33","230",
"t:slim X2 Insulin Pump","11111111","EGV","2021-04-02T23:31:36","181",
"""
RAW_DATA_IOB = """Type,EventID,EventDateTime,IOB
"IOB","81","2021-04-01T00:00:19","13.24"
"IOB","9","2021-04-01T00:03:12","12.80"
"IOB","81","2021-04-02T23:58:19","4.25"
"""
RAW_DATA_BOLUS = """Type,Description,BG,IOB,BolusRequestID,BolusCompletionID,CompletionDateTime,InsulinDelivered,FoodDelivered,CorrectionDelivered,CompletionStatusID,CompletionStatusDesc,BolusIsComplete,BolexCompletionID,BolexSize,BolexStartDateTime,BolexCompletionDateTime,BolexInsulinDelivered,BolexIOB,BolexCompletionStatusID,BolexCompletionStatusDesc,ExtendedBolusIsComplete,EventDateTime,RequestDateTime,BolusType,BolusRequestOptions,StandardPercent,Duration,CarbSize,UserOverride,TargetBG,CorrectionFactor,FoodBolusSize,CorrectionBolusSize,ActualTotalBolusRequested,IsQuickBolus,EventHistoryReportEventDesc,EventHistoryReportDetails,NoteID,IndexID,Note
"Bolus","Standard/Correction","141",,"7001.000","7001.000","2021-04-01T12:58:26","13.53","12.50","1.03","3","Completed","1",,,,,,,,,,"2021-04-01T12:53:36","2021-04-01T12:53:36","Carb","Standard/Correction","100.00","0","75","0","110","30.00","12.50","1.03","13.53","0","0","Correction & Food Bolus","CF 1:30 - Carb Ratio 1:6 - Target BG 110","0","1181649","",
"Bolus","Standard","131","0.71","7003.000","7003.000","2021-04-01T16:03:25","1.50","0.00","0.00","3","Completed","1",,,,,,,,,,"2021-04-01T16:02:04","2021-04-01T16:02:04","Carb","Standard","100.00","0","0","1","110","30.00","0.00","0.00","1.50","0","0","Food Bolus","CF 1:30 - Carb Ratio 1:6 - Target BG 110 | Override: Pump calculated Bolus = 0.0 units","0","1182026","",
"Bolus","Standard/Correction","168","1.71","7004.000","7004.000","2021-04-01T16:24:08","2.00","0.00","0.00","3","Completed","1",,,,,,,,,,"2021-04-01T16:22:21","2021-04-01T16:22:21","Carb","Standard/Correction","100.00","0","0","1","110","30.00","0.00","0.22","2.00","0","0","Correction & Food Bolus","CF 1:30 - Carb Ratio 1:6 - Target BG 110 | Override: Pump calculated Bolus = 0.2 units","0","1182082","",
"Bolus","Standard","220","3.98","7032.000","7032.000","2021-04-02T23:16:24","2.50","0.00","0.00","3","Completed","1",,,,,,,,,,"2021-04-02T23:14:33","2021-04-02T23:14:33","Carb","Standard","100.00","0","0","1","110","30.00","0.00","0.00","2.50","0","0","Food Bolus","CF 1:30 - Carb Ratio 1:6 - Target BG 110 | Override: Pump calculated Bolus = 0.0 units","0","1185846","",
"""
RAW_DATA_FULL = RAW_DATA_HEADER + "\n" + RAW_DATA_CGM + "\n" + RAW_DATA_IOB + "\n" + RAW_DATA_BOLUS
PARSED_DATA = {
'readingData': [
{"DeviceType": "t:slim X2 Insulin Pump", "SerialNumber": "11111111", "Description": "EGV", "EventDateTime": "2021-04-01T00:01:33", "Readings (CGM / BGM)": "235"},
{"DeviceType": "t:slim X2 Insulin Pump", "SerialNumber": "11111111", "Description": "EGV", "EventDateTime": "2021-04-01T00:06:33", "Readings (CGM / BGM)": "230"},
{"DeviceType": "t:slim X2 Insulin Pump", "SerialNumber": "11111111", "Description": "EGV", "EventDateTime": "2021-04-02T23:31:36", "Readings (CGM / BGM)": "181"}
],
'iobData': [
{"Type": "IOB", "EventID": "81", "EventDateTime": "2021-04-01T00:00:19", "IOB": "13.24"},
{"Type": "IOB", "EventID": "9", "EventDateTime": "2021-04-01T00:03:12", "IOB": "12.80"},
{"Type": "IOB", "EventID": "81", "EventDateTime": "2021-04-02T23:58:19", "IOB": "4.25"},
],
'basalData': [],
'bolusData': [
{"Type": "Bolus", "Description": "Standard/Correction", "BG": "141", "IOB": "", "BolusRequestID": "7001.000", "BolusCompletionID": "7001.000", "CompletionDateTime": "2021-04-01T12:58:26", "InsulinDelivered": "13.53", "FoodDelivered": "12.50", "CorrectionDelivered": "1.03", "CompletionStatusID": "3", "CompletionStatusDesc": "Completed", "BolusIsComplete": "1", "BolexCompletionID": "", "BolexSize": "", "BolexStartDateTime": "", "BolexCompletionDateTime": "", "BolexInsulinDelivered": "", "BolexIOB": "", "BolexCompletionStatusID": "", "BolexCompletionStatusDesc": "", "ExtendedBolusIsComplete": "", "EventDateTime": "2021-04-01T12:53:36", "RequestDateTime": "2021-04-01T12:53:36", "BolusType": "Carb", "BolusRequestOptions": "Standard/Correction", "StandardPercent": "100.00", "Duration": "0", "CarbSize": "75", "UserOverride": "0", "TargetBG": "110", "CorrectionFactor": "30.00", "FoodBolusSize": "12.50", "CorrectionBolusSize": "1.03", "ActualTotalBolusRequested": "13.53", "IsQuickBolus": "0", "EventHistoryReportEventDesc": "0", "EventHistoryReportDetails": "Correction & Food Bolus", "NoteID": "CF 1:30 - Carb Ratio 1:6 - Target BG 110", "IndexID": "0", "Note": "1181649"},
{"Type": "Bolus", "Description": "Standard", "BG": "131", "IOB": "0.71", "BolusRequestID": "7003.000", "BolusCompletionID": "7003.000", "CompletionDateTime": "2021-04-01T16:03:25", "InsulinDelivered": "1.50", "FoodDelivered": "0.00", "CorrectionDelivered": "0.00", "CompletionStatusID": "3", "CompletionStatusDesc": "Completed", "BolusIsComplete": "1", "BolexCompletionID": "", "BolexSize": "", "BolexStartDateTime": "", "BolexCompletionDateTime": "", "BolexInsulinDelivered": "", "BolexIOB": "", "BolexCompletionStatusID": "", "BolexCompletionStatusDesc": "", "ExtendedBolusIsComplete": "", "EventDateTime": "2021-04-01T16:02:04", "RequestDateTime": "2021-04-01T16:02:04", "BolusType": "Carb", "BolusRequestOptions": "Standard", "StandardPercent": "100.00", "Duration": "0", "CarbSize": "0", "UserOverride": "1", "TargetBG": "110", "CorrectionFactor": "30.00", "FoodBolusSize": "0.00", "CorrectionBolusSize": "0.00", "ActualTotalBolusRequested": "1.50", "IsQuickBolus": "0", "EventHistoryReportEventDesc": "0", "EventHistoryReportDetails": "Food Bolus", "NoteID": "CF 1:30 - Carb Ratio 1:6 - Target BG 110 | Override: Pump calculated Bolus = 0.0 units", "IndexID": "0", "Note": "1182026"},
{"Type": "Bolus", "Description": "Standard/Correction", "BG": "168", "IOB": "1.71", "BolusRequestID": "7004.000", "BolusCompletionID": "7004.000", "CompletionDateTime": "2021-04-01T16:24:08", "InsulinDelivered": "2.00", "FoodDelivered": "0.00", "CorrectionDelivered": "0.00", "CompletionStatusID": "3", "CompletionStatusDesc": "Completed", "BolusIsComplete": "1", "BolexCompletionID": "", "BolexSize": "", "BolexStartDateTime": "", "BolexCompletionDateTime": "", "BolexInsulinDelivered": "", "BolexIOB": "", "BolexCompletionStatusID": "", "BolexCompletionStatusDesc": "", "ExtendedBolusIsComplete": "", "EventDateTime": "2021-04-01T16:22:21", "RequestDateTime": "2021-04-01T16:22:21", "BolusType": "Carb", "BolusRequestOptions": "Standard/Correction", "StandardPercent": "100.00", "Duration": "0", "CarbSize": "0", "UserOverride": "1", "TargetBG": "110", "CorrectionFactor": "30.00", "FoodBolusSize": "0.00", "CorrectionBolusSize": "0.22", "ActualTotalBolusRequested": "2.00", "IsQuickBolus": "0", "EventHistoryReportEventDesc": "0", "EventHistoryReportDetails": "Correction & Food Bolus", "NoteID": "CF 1:30 - Carb Ratio 1:6 - Target BG 110 | Override: Pump calculated Bolus = 0.2 units", "IndexID": "0", "Note": "1182082"},
{"Type": "Bolus", "Description": "Standard", "BG": "220", "IOB": "3.98", "BolusRequestID": "7032.000", "BolusCompletionID": "7032.000", "CompletionDateTime": "2021-04-02T23:16:24", "InsulinDelivered": "2.50", "FoodDelivered": "0.00", "CorrectionDelivered": "0.00", "CompletionStatusID": "3", "CompletionStatusDesc": "Completed", "BolusIsComplete": "1", "BolexCompletionID": "", "BolexSize": "", "BolexStartDateTime": "", "BolexCompletionDateTime": "", "BolexInsulinDelivered": "", "BolexIOB": "", "BolexCompletionStatusID": "", "BolexCompletionStatusDesc": "", "ExtendedBolusIsComplete": "", "EventDateTime": "2021-04-02T23:14:33", "RequestDateTime": "2021-04-02T23:14:33", "BolusType": "Carb", "BolusRequestOptions": "Standard", "StandardPercent": "100.00", "Duration": "0", "CarbSize": "0", "UserOverride": "1", "TargetBG": "110", "CorrectionFactor": "30.00", "FoodBolusSize": "0.00", "CorrectionBolusSize": "0.00", "ActualTotalBolusRequested": "2.50", "IsQuickBolus": "0", "EventHistoryReportEventDesc": "0", "EventHistoryReportDetails": "Food Bolus", "NoteID": "CF 1:30 - Carb Ratio 1:6 - Target BG 110 | Override: Pump calculated Bolus = 0.0 units", "IndexID": "0", "Note": "1185846"}
]
}
def test_therapy_timeline_csv_parses_full(self):
ws2 = WS2Api()
ws2.userGuid = 'aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee'
rawData = self.RAW_DATA_FULL
def fake_get(endpoint, **kwargs):
nonlocal rawData
if endpoint == 'therapytimeline2csv/aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee/2021-04-01/2021-04-02?format=csv':
return rawData
ws2.get = fake_get
tt = ws2.therapy_timeline_csv('2021-04-01', '2021-04-02')
self.assertDictEqual(tt, self.PARSED_DATA)
def test_therapy_timeline_csv_parses_random_order(self):
ws2 = WS2Api()
ws2.userGuid = 'aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee'
rawData = ""
def fake_get(endpoint, **kwargs):
nonlocal rawData
if endpoint == 'therapytimeline2csv/aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee/2021-04-01/2021-04-02?format=csv':
return rawData
ws2.get = fake_get
# Randomize the order of all sections
for i in itertools.permutations([self.RAW_DATA_HEADER, self.RAW_DATA_CGM, self.RAW_DATA_IOB, self.RAW_DATA_BOLUS], 4):
rawData = "\n".join(i)
tt = ws2.therapy_timeline_csv('2021-04-01', '2021-04-02')
self.assertDictEqual(tt, self.PARSED_DATA)
if __name__ == '__main__':
unittest.main()
-10
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@@ -1,10 +0,0 @@
import os
import sys
# Set timezone BEFORE importing any tconnectsync modules
os.environ['TIMEZONE_NAME'] = 'America/New_York'
# Remove any cached imports of tconnectsync modules to force reimport with new env
for module_name in list(sys.modules.keys()):
if module_name.startswith('tconnectsync'):
del sys.modules[module_name]
@@ -1,100 +0,0 @@
#!/usr/bin/env python3
import unittest
from tconnectsync.domain.tandemsource.pump_settings import PumpSettings
# Trimmed real bff/pumper settings.details (values from a captured account,
# schedule condensed to two segments). Extra top-level blocks the parser
# ignores (basalLimitSettings/controlIqSettings/...) are omitted.
SETTINGS_DETAILS = {
"profiles": {
"numberOfProfiles": 2,
"activeSegment": 0,
"activeIdp": 0,
"profile": [
{
"idp": 0,
"timeDependentSegmentNumber": 2,
"name": "A",
"carbEntry": "UnitsAsCarbs",
"maxBolus": 25000,
"insulinDuration": 300,
"timeDependentSegments": [
{"startTime": 0, "basalRate": 800, "carbRatio": 6000, "targetBg": 110, "isf": 30,
"status": ["BasalRateAvailability"]},
{"startTime": 480, "basalRate": 1200, "carbRatio": 6000, "targetBg": 110, "isf": 30,
"status": ["BasalRateAvailability"]},
],
},
{
"idp": 2,
"timeDependentSegmentNumber": 1,
"name": "No delivery",
"carbEntry": "UnitsAsCarbs",
"maxBolus": 25000,
"insulinDuration": 300,
# An all-zero segment must be dropped as a skip.
"timeDependentSegments": [
{"startTime": 0, "basalRate": 0, "carbRatio": 0, "targetBg": 0, "isf": 0, "status": []},
{"startTime": 720, "basalRate": 500, "carbRatio": 12000, "targetBg": 120, "isf": 45, "status": []},
],
},
],
},
"cgmSettings": {
"highGlucoseAlertMgPerDl": 200,
"highGlucoseAlertEnabled": True,
"lowGlucoseAlertMgPerDl": 80,
"lowGlucoseAlertEnabled": True,
"riseRateAlertLevel": 3,
},
# Blocks the parser does not consume; must be ignored, not error.
"basalLimitSettings": {"basalLimitDefault": 5000, "basalLimit": 2500},
"controlIqSettings": {"weight": 140, "closedLoop": False},
}
class TestPumpSettingsFromDict(unittest.TestCase):
maxDiff = None
def setUp(self):
self.settings = PumpSettings.from_dict(SETTINGS_DETAILS)
def test_profiles_container(self):
self.assertEqual(self.settings.profiles.activeIdp, 0)
self.assertEqual(len(self.settings.profiles.profile), 2)
self.assertEqual([p.name for p in self.settings.profiles.profile], ["A", "No delivery"])
def test_profile_fields(self):
profile = self.settings.profiles.profile[0]
self.assertEqual(profile.idp, 0)
self.assertEqual(profile.insulinDuration, 300)
self.assertEqual(profile.maxBolus, 25000)
self.assertEqual(profile.carbEntry, "UnitsAsCarbs")
def test_segments_parse_with_new_key(self):
# The BFF names the container timeDependentSegments (was tDependentSegs).
profile = self.settings.profiles.profile[0]
self.assertEqual(len(profile.timeDependentSegments), 2)
seg = profile.timeDependentSegments[0]
self.assertEqual((seg.startTime, seg.basalRate, seg.carbRatio, seg.targetBg, seg.isf),
(0, 800, 6000, 110, 30))
def test_tdependentsegs_alias(self):
profile = self.settings.profiles.profile[0]
self.assertIs(profile.tDependentSegs, profile.timeDependentSegments)
def test_skip_segments_are_dropped(self):
# "No delivery" has one all-zero (skip) segment and one real segment.
profile = self.settings.profiles.profile[1]
self.assertEqual(len(profile.timeDependentSegments), 1)
self.assertEqual(profile.timeDependentSegments[0].startTime, 720)
def test_cgm_settings_are_flat(self):
self.assertEqual(self.settings.cgmSettings.lowGlucoseAlertMgPerDl, 80)
self.assertEqual(self.settings.cgmSettings.highGlucoseAlertMgPerDl, 200)
if __name__ == "__main__":
unittest.main()
+367
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@@ -0,0 +1,367 @@
import dataclasses
import unittest
from tconnectsync.domain.bolus import Bolus
from tconnectsync.domain.therapy_event import BolusTherapyEvent, CGMTherapyEvent
class TestCGMTherapyEvent(unittest.TestCase):
maxDiff = None
sampleJson = {
"eventDateTime": "2022-07-21T00:00:08",
"eventID": 256,
"requestDateTime": "0001-01-01T00:00:00",
"type": "CGM",
"description": "EGV",
"sourceRecId": 0,
"eventTypeId": 0,
"deviceType": "t:slim X2 Insulin Pump",
"serialNumber": "xxx",
"indexId": 0,
"uploadId": 0,
"interactive": 0,
"tempRateId": 0,
"tempRateCompleted": 0,
"tempRateActivated": 0,
"egv": {
"estimatedGlucoseValue": 174,
"hypo": 0,
"belowTarget": 0,
"withinTarget": 1,
"aboveTarget": 0,
"hyper": 0
}
}
def test_parse_cgm(self):
e = CGMTherapyEvent.parse(self.sampleJson)
self.assertEqual(e.type, "CGM")
self.assertEqual(e.eventDateTime, "2022-07-21T00:00:08")
self.assertEqual(e.sourceRecId, 0)
self.assertEqual(e.eventID, 256)
self.assertEqual(e.egv, 174)
class TestBolusTherapyEvent(unittest.TestCase):
maxDiff = None
standardJson = {
"actualTotalBolusRequested": 4.17,
"bolusRequestOptions": "Standard",
"bolusType": "Carb",
"carbSize": 25,
"correctionBolusSize": 0,
"correctionFactor": 30,
"declinedCorrection": 0,
"duration": 0,
"eventDateTime": "2022-07-21T12:27:36",
"eventHistoryReportDetails": "CF 1:30 - Carb Ratio 1:6 - Target BG 110",
"eventHistoryReportEventDesc": "Food Bolus",
"foodBolusSize": 4.17,
"iob": 2.62,
"isQuickBolus": 0,
"note": {
"id": 0,
"indexId": "573042",
"eventTypeId": 64,
"sourceRecordId": 0,
"eventId": 0,
"active": False
},
"requestDateTime": "2022-07-21T12:27:36",
"standard": {
"insulinDelivered": {
"completionDateTime": "2022-07-21T12:29:21",
"value": 4.17
},
"foodDelivered": 4.17,
"correctionDelivered": 0,
"insulinRequested": 4.17,
"completionStatusId": 3,
"completionStatusDesc": "Completed",
"bolusIsComplete": 1,
"bolusRequestId": 3362,
"bolusCompletionId": 3362
},
"standardPercent": 100,
"targetBG": 110,
"userOverride": 0,
"type": "Bolus",
"description": "Standard",
"sourceRecId": 1171853319,
"eventTypeId": 0,
"indexId": 0,
"uploadId": 0,
"interactive": 0,
"tempRateId": 0,
"tempRateCompleted": 0,
"tempRateActivated": 0
}
def test_standard_to_bolus(self):
e = BolusTherapyEvent.parse(self.standardJson)
self.assertIsNotNone(e)
b = e.to_bolus()
self.assertEqual(dataclasses.asdict(b), dataclasses.asdict(Bolus(
description="Standard",
complete="1",
completion="Completed",
request_time="2022-07-21 12:27:36-04:00",
completion_time="2022-07-21 12:29:21-04:00",
insulin="4.17",
requested_insulin="4.17",
carbs="25",
bg="",
user_override="0",
extended_bolus="0",
bolex_completion_time="",
bolex_start_time=""
)))
correctionJson = {
"actualTotalBolusRequested": 2.9,
"bg": 254,
"bolusRequestOptions": "Automatic Bolus/Correction",
"bolusType": "Automatic Correction",
"carbSize": 0,
"correctionBolusSize": 2.9,
"correctionFactor": 30,
"declinedCorrection": 0,
"duration": 0,
"eventDateTime": "2022-07-21T11:53:08",
"eventHistoryReportDetails": "CF 1:30 - Carb Ratio 1:0 - Target BG 110",
"eventHistoryReportEventDesc": "Correction Bolus",
"foodBolusSize": 0,
"isQuickBolus": 0,
"note": {
"id": 0,
"indexId": "572946",
"eventTypeId": 64,
"sourceRecordId": 0,
"eventId": 0,
"active": False
},
"requestDateTime": "2022-07-21T11:53:08",
"standard": {
"insulinDelivered": {
"completionDateTime": "2022-07-21T11:55:24",
"value": 2.9
},
"foodDelivered": 0,
"correctionDelivered": 2.9,
"insulinRequested": 2.9,
"completionStatusId": 3,
"completionStatusDesc": "Completed",
"bolusIsComplete": 1,
"bolusRequestId": 3361,
"bolusCompletionId": 3361
},
"standardPercent": 100,
"targetBG": 110,
"userOverride": 0,
"type": "Bolus",
"description": "Automatic Bolus/Correction",
"sourceRecId": 1171791787,
"eventTypeId": 0,
"indexId": 0,
"uploadId": 0,
"interactive": 0,
"tempRateId": 0,
"tempRateCompleted": 0,
"tempRateActivated": 0
}
def test_correction_to_bolus(self):
e = BolusTherapyEvent.parse(self.correctionJson)
self.assertIsNotNone(e)
b = e.to_bolus()
self.assertEqual(dataclasses.asdict(b), dataclasses.asdict(Bolus(
description="Automatic Bolus/Correction",
complete="1",
completion="Completed",
request_time="2022-07-21 11:53:08-04:00",
completion_time="2022-07-21 11:55:24-04:00",
insulin="2.9",
requested_insulin="2.9",
carbs="0",
bg="254",
user_override="0",
extended_bolus="0",
bolex_completion_time="",
bolex_start_time=""
)))
extendedBolusIncompleteJson = {
"actualTotalBolusRequested": 0.4,
"bg": 131,
"bolex": {
"size": 0.2,
"bolexStartDateTime": "2022-08-09T23:20:04",
"iob": 0,
"completionStatusId": 0,
"extendedBolusIsComplete": 0,
"insulinRequested": 0,
"bolexCompletionId": 0
},
"bolusRequestOptions": "Extended",
"bolusType": "Carb",
"carbSize": 0,
"correctionBolusSize": 0.0,
"correctionFactor": 30.0,
"declinedCorrection": 0,
"duration": 15,
"eventDateTime": "2022-08-09T23:19:15",
"eventHistoryReportDetails": "CF 1:30 - Carb Ratio 1:6 - Target BG 110<br/>Override: Pump calculated Bolus = 0.0 units",
"eventHistoryReportEventDesc": "Food Bolus: 50&#37; Extended 15 mins",
"foodBolusSize": 0.0,
"iob": 5.87,
"isQuickBolus": 0,
"note": {
"id": 0,
"indexId": "631597",
"eventTypeId": 64,
"sourceRecordId": 0,
"eventId": 0,
"active": False
},
"requestDateTime": "2022-08-09T23:19:15",
"standard": {
"insulinDelivered": {
"completionDateTime": "2022-08-09T23:20:04",
"value": 0.2
},
"foodDelivered": 0.0,
"correctionDelivered": 0.0,
"insulinRequested": 0.2,
"completionStatusId": 3,
"completionStatusDesc": "Completed",
"bolusIsComplete": 1,
"bolusRequestId": 3636.0,
"bolusCompletionId": 3636.0
},
"standardPercent": 50.0,
"targetBG": 110,
"userOverride": 1,
"type": "Bolus",
"description": "Extended 50.00%/0.00",
"sourceRecId": 1209631944,
"eventTypeId": 0,
"indexId": 0,
"uploadId": 0,
"interactive": 0,
"tempRateId": 0,
"tempRateCompleted": 0,
"tempRateActivated": 0
}
def test_extended_bolus_incomplete_to_bolus(self):
e = BolusTherapyEvent.parse(self.extendedBolusIncompleteJson)
self.assertIsNotNone(e)
b = e.to_bolus()
self.assertEqual(dataclasses.asdict(b), dataclasses.asdict(Bolus(
description="Extended 50.00%/0.00",
complete="0",
completion="",
request_time="2022-08-09 23:19:15-04:00",
completion_time="2022-08-09 23:20:04-04:00",
insulin="0.2",
requested_insulin="0.2",
carbs="0",
bg="131",
user_override="1",
extended_bolus="1",
bolex_completion_time="",
bolex_start_time="2022-08-09 23:20:04-04:00"
)))
extendedBolusJson = {
"actualTotalBolusRequested": 0.4,
"bg": 131,
"bolex": {
"size": 0.2,
"bolexStartDateTime": "2022-08-09T23:20:04",
"insulinDelivered": {
"completionDateTime": "2022-08-09T23:35:03",
"value": 0.2
},
"iob": 5.7,
"completionStatusId": 3.0,
"completionStatusDesc": "Completed",
"extendedBolusIsComplete": 1,
"insulinRequested": 0.2,
"bolexCompletionId": 16757133
},
"bolusRequestOptions": "Extended",
"bolusType": "Carb",
"carbSize": 0,
"correctionBolusSize": 0.0,
"correctionFactor": 30.0,
"declinedCorrection": 0,
"duration": 15,
"eventDateTime": "2022-08-09T23:19:15",
"eventHistoryReportDetails": "CF 1:30 - Carb Ratio 1:6 - Target BG 110<br/>Override: Pump calculated Bolus = 0.0 units",
"eventHistoryReportEventDesc": "Food Bolus: 50&#37; Extended 15 mins",
"foodBolusSize": 0.0,
"iob": 5.87,
"isQuickBolus": 0,
"note": {
"id": 0,
"indexId": "631597",
"eventTypeId": 64,
"sourceRecordId": 0,
"eventId": 0,
"active": False
},
"requestDateTime": "2022-08-09T23:19:15",
"standard": {
"insulinDelivered": {
"completionDateTime": "2022-08-09T23:20:04",
"value": 0.2
},
"foodDelivered": 0.0,
"correctionDelivered": 0.0,
"insulinRequested": 0.2,
"completionStatusId": 3,
"completionStatusDesc": "Completed",
"bolusIsComplete": 1,
"bolusRequestId": 3636.0,
"bolusCompletionId": 3636.0
},
"standardPercent": 50.0,
"targetBG": 110,
"userOverride": 1,
"type": "Bolus",
"description": "Extended 50.00%/0.00",
"sourceRecId": 1209631944,
"eventTypeId": 0,
"indexId": 0,
"uploadId": 0,
"interactive": 0,
"tempRateId": 0,
"tempRateCompleted": 0,
"tempRateActivated": 0
}
def test_extended_bolus_complete_to_bolus(self):
e = BolusTherapyEvent.parse(self.extendedBolusJson)
self.assertIsNotNone(e)
b = e.to_bolus()
self.assertEqual(dataclasses.asdict(b), dataclasses.asdict(Bolus(
description="Extended 50.00%/0.00",
complete="1",
completion="Completed",
request_time="2022-08-09 23:19:15-04:00",
completion_time="2022-08-09 23:20:04-04:00",
insulin="0.2",
requested_insulin="0.2",
carbs="0",
bg="131",
user_override="1",
extended_bolus="1",
bolex_completion_time="2022-08-09 23:35:03-04:00",
bolex_start_time="2022-08-09 23:20:04-04:00"
)))
BOLUS_FULL_EXAMPLES = [
TestBolusTherapyEvent.standardJson,
TestBolusTherapyEvent.correctionJson,
TestBolusTherapyEvent.extendedBolusJson
]
View File
@@ -1,107 +0,0 @@
#!/usr/bin/env python3
import json
import unittest
from tconnectsync.eventparser.generic import Event
from tconnectsync.eventparser import events as eventtypes
class TestLidAaDailyStatus(unittest.TestCase):
"""313 LID_AA_DAILY_STATUS: pumpControlState/usermode/sensorType enums.
Fixtures are real captured pump-log events copied verbatim, including the
extra weightUnit/weight/currentTdIpop keys the parser ignores.
"""
maxDiff = None
def setUp(self):
# Real capture: pumpControlState 3 -> PcmClosedLoop.
self.fixtureClosedLoop = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 313,
"sequenceGroup": 0,
"sequenceNumber": 393118,
"pumpDateTime": "2026-04-30T00:00:06",
"eventProperties": {
"pumpControlState": 3, "usermode": 1, "sensorType": 3,
"weightUnit": 0, "weight": 0, "currentTdIpop": 0,
},
"estimatedDateTime": "2026-04-30T00:00:06Z",
}
# Real capture: pumpControlState 0 -> PcmNoControlNoCartridgeInstalled.
self.fixtureNoControl = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 313,
"sequenceGroup": 0,
"sequenceNumber": 420321,
"pumpDateTime": "2026-05-08T00:00:06",
"eventProperties": {
"pumpControlState": 0, "usermode": 1, "sensorType": 3,
"weightUnit": 0, "weight": 0, "currentTdIpop": 0,
},
"estimatedDateTime": "2026-05-08T00:00:06Z",
}
def test_dispatches_to_lidaadailystatus(self):
self.assertIsInstance(Event(self.fixtureClosedLoop), eventtypes.LidAaDailyStatus)
self.assertIsInstance(Event(self.fixtureNoControl), eventtypes.LidAaDailyStatus)
def test_envelope_fields(self):
ev = Event(self.fixtureClosedLoop)
self.assertEqual(ev.eventId, 313)
self.assertEqual(ev.seqNum, 393118)
self.assertEqual(Event(self.fixtureNoControl).seqNum, 420321)
def test_timestamp_preserves_wall_clock(self):
ev = Event(self.fixtureClosedLoop)
self.assertEqual(ev.eventTimestamp.format('YYYY-MM-DDTHH:mm:ss'),
"2026-04-30T00:00:06")
def test_pumpcontrolstate_closed_loop(self):
ev = Event(self.fixtureClosedLoop)
self.assertEqual(ev.pumpControlStateRaw, 3)
self.assertEqual(ev.pumpControlState,
eventtypes.LidAaDailyStatus.PumpcontrolstateEnum.PcmClosedLoop)
def test_pumpcontrolstate_no_control_zero_value(self):
# pumpControlState 0 must resolve, not be treated as missing.
ev = Event(self.fixtureNoControl)
self.assertEqual(ev.pumpControlStateRaw, 0)
self.assertEqual(ev.pumpControlState,
eventtypes.LidAaDailyStatus.PumpcontrolstateEnum.PcmNoControlNoCartridgeInstalled)
def test_usermode_resolves(self):
ev = Event(self.fixtureClosedLoop)
self.assertEqual(ev.usermodeRaw, 1)
self.assertEqual(ev.usermode,
eventtypes.LidAaDailyStatus.UsermodeEnum.Sleeping)
def test_sensortype_resolves(self):
ev = Event(self.fixtureClosedLoop)
self.assertEqual(ev.sensorTypeRaw, 3)
self.assertEqual(ev.sensorType,
eventtypes.LidAaDailyStatus.SensortypeEnum.CgmTypeDexcomG7)
def test_unknown_keys_ignored(self):
# weightUnit/weight/currentTdIpop are not in the schema and must be
# dropped without raising or becoming attributes.
ev = Event(self.fixtureClosedLoop)
self.assertFalse(hasattr(ev, "weightUnit"))
self.assertFalse(hasattr(ev, "weight"))
self.assertFalse(hasattr(ev, "currentTdIpop"))
def test_todict_is_json_serializable(self):
ev = Event(self.fixtureClosedLoop)
d = ev.todict()
json.dumps(d) # must not raise
self.assertEqual(d["id"], 313)
self.assertEqual(d["name"], "LID_AA_DAILY_STATUS")
self.assertEqual(d["seqNum"], 393118)
self.assertEqual(d["pumpControlStateRaw"], 3)
self.assertEqual(d["usermodeRaw"], 1)
self.assertEqual(d["sensorTypeRaw"], 3)
if __name__ == "__main__":
unittest.main()
@@ -1,147 +0,0 @@
#!/usr/bin/env python3
import json
import unittest
from tconnectsync.eventparser.generic import Event
from tconnectsync.eventparser import events as eventtypes
from tconnectsync.eventparser.raw_event import RawEvent
class TestLidAaPcmChange(unittest.TestCase):
"""230 LID_AA_PCM_CHANGE: currentPcm/previousPcm resolve to a PCM enum,
and the boolean-ish fields resolve to False/True enum members. All
fixtures are real captured events copied verbatim."""
maxDiff = None
def setUp(self):
# currentPcm:0 (NoControl) from previousPcm:3 (ClosedLoop), suspended.
self.fixtureSuspendedNoControl = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 230,
"sequenceGroup": 0,
"sequenceNumber": 394337,
"pumpDateTime": "2026-04-30T10:01:49",
"eventProperties": {
"currentPcm": 0, "previousPcm": 3, "pumpSuspended": 1,
"calculationAvailable": 1, "cgmAvailable": 1,
"closedLoopPreferred": 1, "sufficientClosedLoopParams": 1,
},
"estimatedDateTime": "2026-04-30T10:01:49Z",
}
# currentPcm:3 (ClosedLoop) from previousPcm:0 (NoControl), not suspended.
self.fixtureResumedClosedLoop = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 230,
"sequenceGroup": 0,
"sequenceNumber": 394430,
"pumpDateTime": "2026-04-30T10:16:31",
"eventProperties": {
"currentPcm": 3, "previousPcm": 0, "pumpSuspended": 0,
"calculationAvailable": 1, "cgmAvailable": 1,
"closedLoopPreferred": 1, "sufficientClosedLoopParams": 1,
},
"estimatedDateTime": "2026-04-30T10:16:31Z",
}
# currentPcm:2 (Pining) with cgmAvailable:0 -> FalseVal boolean-ish field.
self.fixturePiningNoCgm = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 230,
"sequenceGroup": 0,
"sequenceNumber": 409128,
"pumpDateTime": "2026-05-04T18:58:22",
"eventProperties": {
"currentPcm": 2, "previousPcm": 3, "pumpSuspended": 0,
"calculationAvailable": 1, "cgmAvailable": 0,
"closedLoopPreferred": 1, "sufficientClosedLoopParams": 1,
},
"estimatedDateTime": "2026-05-04T18:58:22Z",
}
def test_dispatches_to_correct_class(self):
ev = Event(self.fixtureSuspendedNoControl)
self.assertIsInstance(ev, eventtypes.LidAaPcmChange)
self.assertNotIsInstance(ev, RawEvent)
def test_envelope_fields(self):
ev = Event(self.fixtureSuspendedNoControl)
self.assertEqual(ev.eventId, 230)
self.assertEqual(ev.seqNum, 394337)
def test_timestamp_preserves_wall_clock(self):
ev = Event(self.fixtureSuspendedNoControl)
self.assertEqual(ev.eventTimestamp.format('YYYY-MM-DDTHH:mm:ss'),
"2026-04-30T10:01:49")
def test_pcm_enums_no_control_from_closed_loop(self):
# currentPcm:0 -> NoControl, previousPcm:3 -> ClosedLoop
ev = Event(self.fixtureSuspendedNoControl)
self.assertEqual(ev.currentPcmRaw, 0)
self.assertEqual(ev.currentPcm,
eventtypes.LidAaPcmChange.CurrentpcmEnum.NoControl)
self.assertEqual(ev.previousPcmRaw, 3)
self.assertEqual(ev.previousPcm,
eventtypes.LidAaPcmChange.PreviouspcmEnum.ClosedLoop)
def test_pcm_enums_closed_loop_from_no_control(self):
# currentPcm:3 -> ClosedLoop, previousPcm:0 -> NoControl
ev = Event(self.fixtureResumedClosedLoop)
self.assertEqual(ev.currentPcm,
eventtypes.LidAaPcmChange.CurrentpcmEnum.ClosedLoop)
self.assertEqual(ev.previousPcm,
eventtypes.LidAaPcmChange.PreviouspcmEnum.NoControl)
def test_pcm_enum_pining(self):
# currentPcm:2 -> Pining
ev = Event(self.fixturePiningNoCgm)
self.assertEqual(ev.currentPcmRaw, 2)
self.assertEqual(ev.currentPcm,
eventtypes.LidAaPcmChange.CurrentpcmEnum.Pining)
def test_boolean_fields_when_suspended(self):
ev = Event(self.fixtureSuspendedNoControl)
self.assertEqual(ev.pumpSuspendedRaw, 1)
self.assertEqual(ev.pumpSuspended,
eventtypes.LidAaPcmChange.PumpsuspendedEnum.TrueVal)
self.assertEqual(ev.calculationAvailable,
eventtypes.LidAaPcmChange.CalculationavailableEnum.TrueVal)
self.assertEqual(ev.cgmAvailable,
eventtypes.LidAaPcmChange.CgmavailableEnum.TrueVal)
self.assertEqual(ev.closedLoopPreferred,
eventtypes.LidAaPcmChange.ClosedlooppreferredEnum.TrueVal)
self.assertEqual(ev.sufficientClosedLoopParams,
eventtypes.LidAaPcmChange.SufficientclosedloopparamsEnum.TrueVal)
def test_pump_suspended_false(self):
# pumpSuspended:0 -> FalseVal (0 must not be treated as missing)
ev = Event(self.fixtureResumedClosedLoop)
self.assertEqual(ev.pumpSuspendedRaw, 0)
self.assertEqual(ev.pumpSuspended,
eventtypes.LidAaPcmChange.PumpsuspendedEnum.FalseVal)
def test_cgm_available_false(self):
# cgmAvailable:0 -> FalseVal while other boolean-ish fields stay TrueVal
ev = Event(self.fixturePiningNoCgm)
self.assertEqual(ev.cgmAvailableRaw, 0)
self.assertEqual(ev.cgmAvailable,
eventtypes.LidAaPcmChange.CgmavailableEnum.FalseVal)
self.assertEqual(ev.calculationAvailable,
eventtypes.LidAaPcmChange.CalculationavailableEnum.TrueVal)
self.assertEqual(ev.closedLoopPreferred,
eventtypes.LidAaPcmChange.ClosedlooppreferredEnum.TrueVal)
def test_todict_is_json_serializable(self):
for fixture in (self.fixtureSuspendedNoControl,
self.fixtureResumedClosedLoop,
self.fixturePiningNoCgm):
ev = Event(fixture)
d = ev.todict()
json.dumps(d) # must not raise
self.assertEqual(d["id"], 230)
self.assertEqual(d["name"], "LID_AA_PCM_CHANGE")
if __name__ == "__main__":
unittest.main()
@@ -1,163 +0,0 @@
#!/usr/bin/env python3
import json
import unittest
from tconnectsync.eventparser.generic import Event
from tconnectsync.eventparser import events as eventtypes
from tconnectsync.eventparser.raw_event import RawEvent
class TestLidAaUserModeChange(unittest.TestCase):
"""229 LID_AA_USER_MODE_CHANGE, from real captured pump-log events."""
maxDiff = None
def setUp(self):
# Normal <- Sleeping, requestedAction StopSleep, activeSleepSchedule [0].
self.fixtureStopSleep = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 229,
"sequenceGroup": 0,
"sequenceNumber": 456851,
"pumpDateTime": "2026-05-18T10:15:53",
"eventProperties": {
"currentUserMode": 0, "previousUserMode": 1, "requestedAction": 2,
"spareA3": 0, "sleepStartedByGui": 1, "activeSleepSchedule": [0],
"spareB6": 0, "exerciseStoppedByTimer": 0, "exerciseChoice": 0,
"exerciseTime": 0, "eatingSoonStoppedByTimer": 0,
},
"estimatedDateTime": "2026-05-18T10:15:53Z",
}
# Sleeping <- Normal, requestedAction StartSleep, activeSleepSchedule [0].
self.fixtureStartSleep = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 229,
"sequenceGroup": 0,
"sequenceNumber": 456855,
"pumpDateTime": "2026-05-18T10:16:00",
"eventProperties": {
"currentUserMode": 1, "previousUserMode": 0, "requestedAction": 1,
"spareA3": 0, "sleepStartedByGui": 1, "activeSleepSchedule": [0],
"spareB6": 0, "exerciseStoppedByTimer": 0, "exerciseChoice": 0,
"exerciseTime": 0, "eatingSoonStoppedByTimer": 0,
},
"estimatedDateTime": "2026-05-18T10:16:00Z",
}
# Exercising <- Normal, requestedAction StartExercise, empty activeSleepSchedule.
self.fixtureStartExercise = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 229,
"sequenceGroup": 0,
"sequenceNumber": 456961,
"pumpDateTime": "2026-05-18T10:20:04",
"eventProperties": {
"currentUserMode": 2, "previousUserMode": 0, "requestedAction": 3,
"spareA3": 0, "sleepStartedByGui": 0, "activeSleepSchedule": [],
"spareB6": 0, "exerciseStoppedByTimer": 0, "exerciseChoice": 0,
"exerciseTime": 0, "eatingSoonStoppedByTimer": 0,
},
"estimatedDateTime": "2026-05-18T10:20:04Z",
}
# Sleeping <- Exercising, requestedAction StopExercise, activeSleepSchedule [0].
self.fixtureStopExercise = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 229,
"sequenceGroup": 0,
"sequenceNumber": 456965,
"pumpDateTime": "2026-05-18T10:20:15",
"eventProperties": {
"currentUserMode": 1, "previousUserMode": 2, "requestedAction": 4,
"spareA3": 0, "sleepStartedByGui": 0, "activeSleepSchedule": [0],
"spareB6": 0, "exerciseStoppedByTimer": 0, "exerciseChoice": 0,
"exerciseTime": 0, "eatingSoonStoppedByTimer": 0,
},
"estimatedDateTime": "2026-05-18T10:20:15Z",
}
def test_dispatches_to_correct_class(self):
for fx in (self.fixtureStopSleep, self.fixtureStartSleep,
self.fixtureStartExercise, self.fixtureStopExercise):
ev = Event(fx)
self.assertIsInstance(ev, eventtypes.LidAaUserModeChange)
self.assertNotIsInstance(ev, RawEvent)
def test_envelope_fields(self):
ev = Event(self.fixtureStopSleep)
self.assertEqual(ev.eventId, 229)
self.assertEqual(ev.seqNum, 456851)
self.assertEqual(ev.eventTimestamp.format('YYYY-MM-DDTHH:mm:ss'),
"2026-05-18T10:15:53")
def test_envelope_fields_other_fixture(self):
ev = Event(self.fixtureStartExercise)
self.assertEqual(ev.eventId, 229)
self.assertEqual(ev.seqNum, 456961)
self.assertEqual(ev.eventTimestamp.format('YYYY-MM-DDTHH:mm:ss'),
"2026-05-18T10:20:04")
def test_stop_sleep_enums(self):
ev = Event(self.fixtureStopSleep)
self.assertEqual(ev.currentUserModeRaw, 0)
self.assertEqual(ev.currentUserMode,
eventtypes.LidAaUserModeChange.CurrentusermodeEnum.Normal)
self.assertEqual(ev.previousUserModeRaw, 1)
self.assertEqual(ev.previousUserMode,
eventtypes.LidAaUserModeChange.PrevioususermodeEnum.Sleeping)
self.assertEqual(ev.requestedActionRaw, 2)
self.assertEqual(ev.requestedAction,
eventtypes.LidAaUserModeChange.RequestedactionEnum.StopSleep)
def test_start_sleep_enums(self):
ev = Event(self.fixtureStartSleep)
self.assertEqual(ev.currentUserMode,
eventtypes.LidAaUserModeChange.CurrentusermodeEnum.Sleeping)
self.assertEqual(ev.previousUserMode,
eventtypes.LidAaUserModeChange.PrevioususermodeEnum.Normal)
self.assertEqual(ev.requestedAction,
eventtypes.LidAaUserModeChange.RequestedactionEnum.StartSleep)
def test_start_exercise_enums(self):
ev = Event(self.fixtureStartExercise)
self.assertEqual(ev.currentUserMode,
eventtypes.LidAaUserModeChange.CurrentusermodeEnum.Exercising)
self.assertEqual(ev.previousUserMode,
eventtypes.LidAaUserModeChange.PrevioususermodeEnum.Normal)
self.assertEqual(ev.requestedAction,
eventtypes.LidAaUserModeChange.RequestedactionEnum.StartExercise)
def test_stop_exercise_enums(self):
ev = Event(self.fixtureStopExercise)
self.assertEqual(ev.currentUserMode,
eventtypes.LidAaUserModeChange.CurrentusermodeEnum.Sleeping)
self.assertEqual(ev.previousUserMode,
eventtypes.LidAaUserModeChange.PrevioususermodeEnum.Exercising)
self.assertEqual(ev.requestedAction,
eventtypes.LidAaUserModeChange.RequestedactionEnum.StopExercise)
def test_active_sleep_schedule_single_bit(self):
# activeSleepSchedule:[0] -> 1<<0 == 1 -> SleepSchedule1IsActive
ev = Event(self.fixtureStopSleep)
self.assertEqual(ev.activeSleepScheduleRaw, 1)
self.assertEqual(ev.activeSleepSchedule,
eventtypes.LidAaUserModeChange.ActivesleepscheduleBitmask.SleepSchedule1IsActive)
def test_active_sleep_schedule_empty(self):
# An empty array folds to 0 (empty IntFlag), not None.
ev = Event(self.fixtureStartExercise)
self.assertEqual(ev.activeSleepScheduleRaw, 0)
self.assertEqual(ev.activeSleepSchedule,
eventtypes.LidAaUserModeChange.ActivesleepscheduleBitmask(0))
self.assertEqual(int(ev.activeSleepSchedule), 0)
def test_todict_json_serializable(self):
for fx in (self.fixtureStopSleep, self.fixtureStartSleep,
self.fixtureStartExercise, self.fixtureStopExercise):
ev = Event(fx)
d = ev.todict()
json.dumps(d) # must not raise
self.assertEqual(d["id"], 229)
self.assertEqual(d["name"], "LID_AA_USER_MODE_CHANGE")
if __name__ == "__main__":
unittest.main()
@@ -1,100 +0,0 @@
#!/usr/bin/env python3
import json
import unittest
from tconnectsync.eventparser.generic import Event
from tconnectsync.eventparser import events as eventtypes
from tconnectsync.eventparser.raw_event import RawEvent
class TestLidAlarmActivated(unittest.TestCase):
"""5: LID_ALARM_ACTIVATED. Real captured pump-log events; alarmId is a
dictionary transform resolving to an AlarmidEnum member."""
maxDiff = None
def setUp(self):
# Real capture: alarmId 18 -> RESUME_PUMP_ALARM.
self.fixtureResumePumpAlarm = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 5,
"sequenceGroup": 0,
"sequenceNumber": 398724,
"pumpDateTime": "2026-05-01T17:08:10",
"eventProperties": {"alarmId": 18, "faultLocatorData": 8311, "param1": 3993668, "param2": 0},
"estimatedDateTime": "2026-05-01T17:08:10Z",
}
# Real capture: alarmId 23 -> RESUME_PUMP_ALARM2.
self.fixtureResumePumpAlarm2 = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 5,
"sequenceGroup": 0,
"sequenceNumber": 398725,
"pumpDateTime": "2026-05-01T17:08:10",
"eventProperties": {"alarmId": 23, "faultLocatorData": 8311, "param1": 18, "param2": 0},
"estimatedDateTime": "2026-05-01T17:08:10Z",
}
def test_dispatches_to_correct_class(self):
self.assertIsInstance(Event(self.fixtureResumePumpAlarm), eventtypes.LidAlarmActivated)
self.assertIsInstance(Event(self.fixtureResumePumpAlarm2), eventtypes.LidAlarmActivated)
self.assertNotIsInstance(Event(self.fixtureResumePumpAlarm), RawEvent)
def test_envelope_fields(self):
ev = Event(self.fixtureResumePumpAlarm)
self.assertEqual(ev.eventId, 5)
self.assertEqual(ev.seqNum, 398724)
ev2 = Event(self.fixtureResumePumpAlarm2)
self.assertEqual(ev2.eventId, 5)
self.assertEqual(ev2.seqNum, 398725)
def test_timestamp_preserves_wall_clock(self):
ev = Event(self.fixtureResumePumpAlarm)
self.assertEqual(ev.eventTimestamp.format('YYYY-MM-DDTHH:mm:ss'), "2026-05-01T17:08:10")
def test_alarmid_resolves_resume_pump_alarm(self):
# alarmId:18 -> RESUME_PUMP_ALARM
ev = Event(self.fixtureResumePumpAlarm)
self.assertEqual(ev.alarmIdRaw, 18)
self.assertEqual(ev.alarmId, eventtypes.LidAlarmActivated.AlarmidEnum.ResumePumpAlarm)
def test_alarmid_resolves_resume_pump_alarm2(self):
# alarmId:23 -> RESUME_PUMP_ALARM2
ev = Event(self.fixtureResumePumpAlarm2)
self.assertEqual(ev.alarmIdRaw, 23)
self.assertEqual(ev.alarmId, eventtypes.LidAlarmActivated.AlarmidEnum.ResumePumpAlarm2)
def test_plain_fields(self):
ev = Event(self.fixtureResumePumpAlarm)
self.assertEqual(ev.faultLocatorData, 8311)
self.assertEqual(ev.param1, 3993668)
self.assertEqual(ev.param2, 0)
ev2 = Event(self.fixtureResumePumpAlarm2)
self.assertEqual(ev2.faultLocatorData, 8311)
self.assertEqual(ev2.param1, 18)
self.assertEqual(ev2.param2, 0)
def test_todict_is_json_serializable(self):
for f in (self.fixtureResumePumpAlarm, self.fixtureResumePumpAlarm2):
ev = Event(f)
d = ev.todict()
json.dumps(d) # must not raise
self.assertEqual(d["id"], 5)
self.assertEqual(d["name"], "LID_ALARM_ACTIVATED")
self.assertEqual(Event(self.fixtureResumePumpAlarm).todict(), {
"id": 5,
"name": "LID_ALARM_ACTIVATED",
"seqNum": 398724,
"eventTimestamp": "2026-05-01T17:08:10-04:00",
"alarmIdRaw": 18,
"faultLocatorData": 8311,
"param1": 3993668,
"param2": 0,
})
if __name__ == "__main__":
unittest.main()
@@ -1,86 +0,0 @@
#!/usr/bin/env python3
import json
import unittest
from tconnectsync.eventparser.generic import Event
from tconnectsync.eventparser import events as eventtypes
from tconnectsync.eventparser.raw_event import RawEvent
class TestLidAlarmCleared(unittest.TestCase):
"""28: LID_ALARM_CLEARED. Real captured pump-log events; alarmId is a
dictionary transform resolving to an AlarmidEnum member."""
maxDiff = None
def setUp(self):
# Real capture: alarmId 18 -> RESUME_PUMP_ALARM.
self.fixtureResumePumpAlarm = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 28,
"sequenceGroup": 0,
"sequenceNumber": 398734,
"pumpDateTime": "2026-05-01T17:11:22",
"eventProperties": {"alarmId": 18},
"estimatedDateTime": "2026-05-01T17:11:22Z",
}
# Real capture: alarmId 23 -> RESUME_PUMP_ALARM2.
self.fixtureResumePumpAlarm2 = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 28,
"sequenceGroup": 0,
"sequenceNumber": 398733,
"pumpDateTime": "2026-05-01T17:11:22",
"eventProperties": {"alarmId": 23},
"estimatedDateTime": "2026-05-01T17:11:22Z",
}
def test_dispatches_to_correct_class(self):
self.assertIsInstance(Event(self.fixtureResumePumpAlarm), eventtypes.LidAlarmCleared)
self.assertIsInstance(Event(self.fixtureResumePumpAlarm2), eventtypes.LidAlarmCleared)
self.assertNotIsInstance(Event(self.fixtureResumePumpAlarm), RawEvent)
def test_envelope_fields(self):
ev = Event(self.fixtureResumePumpAlarm)
self.assertEqual(ev.eventId, 28)
self.assertEqual(ev.seqNum, 398734)
ev2 = Event(self.fixtureResumePumpAlarm2)
self.assertEqual(ev2.eventId, 28)
self.assertEqual(ev2.seqNum, 398733)
def test_timestamp_preserves_wall_clock(self):
ev = Event(self.fixtureResumePumpAlarm)
self.assertEqual(ev.eventTimestamp.format('YYYY-MM-DDTHH:mm:ss'), "2026-05-01T17:11:22")
def test_alarmid_resolves_resume_pump_alarm(self):
# alarmId:18 -> RESUME_PUMP_ALARM
ev = Event(self.fixtureResumePumpAlarm)
self.assertEqual(ev.alarmIdRaw, 18)
self.assertEqual(ev.alarmId, eventtypes.LidAlarmCleared.AlarmidEnum.ResumePumpAlarm)
def test_alarmid_resolves_resume_pump_alarm2(self):
# alarmId:23 -> RESUME_PUMP_ALARM2
ev = Event(self.fixtureResumePumpAlarm2)
self.assertEqual(ev.alarmIdRaw, 23)
self.assertEqual(ev.alarmId, eventtypes.LidAlarmCleared.AlarmidEnum.ResumePumpAlarm2)
def test_todict_is_json_serializable(self):
for f in (self.fixtureResumePumpAlarm, self.fixtureResumePumpAlarm2):
ev = Event(f)
d = ev.todict()
json.dumps(d) # must not raise
self.assertEqual(d["id"], 28)
self.assertEqual(d["name"], "LID_ALARM_CLEARED")
self.assertEqual(Event(self.fixtureResumePumpAlarm).todict(), {
"id": 28,
"name": "LID_ALARM_CLEARED",
"seqNum": 398734,
"eventTimestamp": "2026-05-01T17:11:22-04:00",
"alarmIdRaw": 18,
})
if __name__ == "__main__":
unittest.main()
@@ -1,155 +0,0 @@
#!/usr/bin/env python3
import json
import unittest
from tconnectsync.eventparser.generic import Event
from tconnectsync.eventparser import events as eventtypes
from tconnectsync.eventparser.raw_event import RawEvent
class TestLidAlertActivated(unittest.TestCase):
"""4: LID_ALERT_ACTIVATED. alertid is a dictionary/enum field resolved
through alertidRaw; faultlocatordata/param1/param2 are plain numeric fields.
All fixtures are real captured pump-log events copied verbatim."""
maxDiff = None
def setUp(self):
# alertId:50 -> DefaultAlert50; integer param2, zero fault/param1.
self.fixtureDefaultAlert50 = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 4,
"sequenceGroup": 0,
"sequenceNumber": 395022,
"pumpDateTime": "2026-04-30T14:26:30",
"eventProperties": {"alertId": 50, "faultLocatorData": 0, "param1": 0, "param2": 866},
"estimatedDateTime": "2026-04-30T14:26:30Z",
}
# alertId:51 -> ControlIqLow.
self.fixtureControlIqLow = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 4,
"sequenceGroup": 0,
"sequenceNumber": 396263,
"pumpDateTime": "2026-04-30T23:07:17",
"eventProperties": {"alertId": 51, "faultLocatorData": 0, "param1": 0, "param2": 877},
"estimatedDateTime": "2026-04-30T23:07:17Z",
}
# alertId:0 -> LowInsulinAlert (zero must resolve, not read as missing);
# non-zero faultLocatorData and a fractional float param2.
self.fixtureLowInsulinFloat = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 4,
"sequenceGroup": 0,
"sequenceNumber": 398333,
"pumpDateTime": "2026-05-01T15:57:06",
"eventProperties": {"alertId": 0, "faultLocatorData": 8242, "param1": 102, "param2": 249.76517},
"estimatedDateTime": "2026-05-01T15:57:06Z",
}
# alertId:14 -> IncompleteFillTubingAlert; all-zero params.
self.fixtureIncompleteFillTubing = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 4,
"sequenceGroup": 0,
"sequenceNumber": 420528,
"pumpDateTime": "2026-05-08T00:52:18",
"eventProperties": {"alertId": 14, "faultLocatorData": 8378, "param1": 0, "param2": 0},
"estimatedDateTime": "2026-05-08T00:52:18Z",
}
# alertId:2 -> LowPowerAlert.
self.fixtureLowPower = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 4,
"sequenceGroup": 0,
"sequenceNumber": 436691,
"pumpDateTime": "2026-05-12T17:52:10",
"eventProperties": {"alertId": 2, "faultLocatorData": 8306, "param1": 20, "param2": 1},
"estimatedDateTime": "2026-05-12T17:52:10Z",
}
def test_dispatches_to_correct_class(self):
for f in (self.fixtureDefaultAlert50, self.fixtureControlIqLow,
self.fixtureLowInsulinFloat, self.fixtureIncompleteFillTubing,
self.fixtureLowPower):
ev = Event(f)
self.assertIsInstance(ev, eventtypes.LidAlertActivated)
self.assertNotIsInstance(ev, RawEvent)
def test_envelope_fields(self):
ev = Event(self.fixtureDefaultAlert50)
self.assertEqual(ev.eventId, 4)
self.assertEqual(ev.seqNum, 395022)
ev = Event(self.fixtureControlIqLow)
self.assertEqual(ev.eventId, 4)
self.assertEqual(ev.seqNum, 396263)
def test_timestamp_preserves_wall_clock(self):
ev = Event(self.fixtureDefaultAlert50)
self.assertEqual(ev.eventTimestamp.format('YYYY-MM-DDTHH:mm:ss'),
"2026-04-30T14:26:30")
ev = Event(self.fixtureLowPower)
self.assertEqual(ev.eventTimestamp.format('YYYY-MM-DDTHH:mm:ss'),
"2026-05-12T17:52:10")
def test_plain_fields(self):
ev = Event(self.fixtureLowInsulinFloat)
self.assertEqual(ev.faultLocatorData, 8242)
self.assertEqual(ev.param1, 102)
self.assertAlmostEqual(ev.param2, 249.76517)
ev = Event(self.fixtureIncompleteFillTubing)
self.assertEqual(ev.faultLocatorData, 8378)
self.assertEqual(ev.param1, 0)
self.assertEqual(ev.param2, 0)
def test_alertid_enum_resolves_from_raw_int(self):
ev = Event(self.fixtureDefaultAlert50)
self.assertEqual(ev.alertIdRaw, 50)
self.assertEqual(ev.alertId,
eventtypes.LidAlertActivated.AlertidEnum.DefaultAlert50)
ev = Event(self.fixtureControlIqLow)
self.assertEqual(ev.alertIdRaw, 51)
self.assertEqual(ev.alertId,
eventtypes.LidAlertActivated.AlertidEnum.ControlIqLow)
ev = Event(self.fixtureIncompleteFillTubing)
self.assertEqual(ev.alertIdRaw, 14)
self.assertEqual(ev.alertId,
eventtypes.LidAlertActivated.AlertidEnum.IncompleteFillTubingAlert)
ev = Event(self.fixtureLowPower)
self.assertEqual(ev.alertIdRaw, 2)
self.assertEqual(ev.alertId,
eventtypes.LidAlertActivated.AlertidEnum.LowPowerAlert)
def test_alertid_zero_value_resolves(self):
# alertId:0 -> LowInsulinAlert (0 must not be treated as missing).
ev = Event(self.fixtureLowInsulinFloat)
self.assertEqual(ev.alertIdRaw, 0)
self.assertEqual(ev.alertId,
eventtypes.LidAlertActivated.AlertidEnum.LowInsulinAlert)
def test_todict_is_json_serializable(self):
for f in (self.fixtureDefaultAlert50, self.fixtureLowInsulinFloat,
self.fixtureLowPower):
ev = Event(f)
d = ev.todict()
json.dumps(d) # must not raise
self.assertEqual(d["id"], 4)
self.assertEqual(d["name"], "LID_ALERT_ACTIVATED")
def test_todict_round_trips_fields(self):
ev = Event(self.fixtureLowInsulinFloat)
d = ev.todict()
self.assertEqual(d["seqNum"], 398333)
self.assertEqual(d["alertIdRaw"], 0)
self.assertEqual(d["faultLocatorData"], 8242)
self.assertEqual(d["param1"], 102)
self.assertAlmostEqual(d["param2"], 249.76517)
if __name__ == "__main__":
unittest.main()
@@ -1,113 +0,0 @@
#!/usr/bin/env python3
import json
import unittest
from tconnectsync.eventparser.generic import Event
from tconnectsync.eventparser import events as eventtypes
from tconnectsync.eventparser.raw_event import RawEvent
# Real LID_ALERT_CLEARED (eventCode 26) events copied verbatim from a captured
# pump-log response. Each has a different alertId (dictionary enum) value.
class TestLidAlertCleared(unittest.TestCase):
maxDiff = None
def setUp(self):
# alertId 0 -> LowInsulinAlert (0 must not be treated as missing)
self.fixtureLowInsulin = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 26,
"sequenceGroup": 0,
"sequenceNumber": 398601,
"pumpDateTime": "2026-05-01T16:49:45",
"eventProperties": {"alertId": 0, "faultLocatorData": 0},
"estimatedDateTime": "2026-05-01T16:49:45Z",
}
# alertId 2 -> LowPowerAlert
self.fixtureLowPower = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 26,
"sequenceGroup": 0,
"sequenceNumber": 439055,
"pumpDateTime": "2026-05-13T10:06:58",
"eventProperties": {"alertId": 2, "faultLocatorData": 0},
"estimatedDateTime": "2026-05-13T10:06:58Z",
}
# alertId 14 -> IncompleteFillTubingAlert
self.fixtureIncompleteFillTubing = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 26,
"sequenceGroup": 0,
"sequenceNumber": 420534,
"pumpDateTime": "2026-05-08T00:52:50",
"eventProperties": {"alertId": 14, "faultLocatorData": 0},
"estimatedDateTime": "2026-05-08T00:52:50Z",
}
# alertId 51 -> ControlIqLow
self.fixtureControlIqLow = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 26,
"sequenceGroup": 0,
"sequenceNumber": 396276,
"pumpDateTime": "2026-04-30T23:12:18",
"eventProperties": {"alertId": 51, "faultLocatorData": 0},
"estimatedDateTime": "2026-04-30T23:12:18Z",
}
def test_dispatches_to_lidalertcleared(self):
for fx in (self.fixtureLowInsulin, self.fixtureLowPower,
self.fixtureIncompleteFillTubing, self.fixtureControlIqLow):
ev = Event(fx)
self.assertIsInstance(ev, eventtypes.LidAlertCleared)
self.assertNotIsInstance(ev, RawEvent)
def test_envelope_fields(self):
ev = Event(self.fixtureControlIqLow)
self.assertEqual(ev.eventId, 26)
self.assertEqual(ev.seqNum, 396276)
def test_timestamp_preserves_wall_clock(self):
ev = Event(self.fixtureControlIqLow)
self.assertEqual(ev.eventTimestamp.format('YYYY-MM-DDTHH:mm:ss'),
"2026-04-30T23:12:18")
def test_plain_field_round_trips(self):
ev = Event(self.fixtureControlIqLow)
self.assertEqual(ev.faultLocatorData, 0)
def test_alertid_raw_round_trips(self):
self.assertEqual(Event(self.fixtureLowInsulin).alertIdRaw, 0)
self.assertEqual(Event(self.fixtureLowPower).alertIdRaw, 2)
self.assertEqual(Event(self.fixtureIncompleteFillTubing).alertIdRaw, 14)
self.assertEqual(Event(self.fixtureControlIqLow).alertIdRaw, 51)
def test_alertid_resolves_to_enum(self):
E = eventtypes.LidAlertCleared.AlertidEnum
self.assertEqual(Event(self.fixtureLowInsulin).alertId, E.LowInsulinAlert)
self.assertEqual(Event(self.fixtureLowPower).alertId, E.LowPowerAlert)
self.assertEqual(Event(self.fixtureIncompleteFillTubing).alertId,
E.IncompleteFillTubingAlert)
self.assertEqual(Event(self.fixtureControlIqLow).alertId, E.ControlIqLow)
def test_alertid_zero_resolves(self):
# alertId 0 must resolve, not be dropped as a falsy/missing value.
ev = Event(self.fixtureLowInsulin)
self.assertEqual(ev.alertIdRaw, 0)
self.assertEqual(ev.alertId,
eventtypes.LidAlertCleared.AlertidEnum.LowInsulinAlert)
def test_todict_is_json_serializable(self):
ev = Event(self.fixtureControlIqLow)
d = ev.todict()
json.dumps(d) # must not raise
self.assertEqual(d["id"], 26)
self.assertEqual(d["name"], "LID_ALERT_CLEARED")
self.assertEqual(d["seqNum"], 396276)
self.assertEqual(d["alertIdRaw"], 51)
self.assertEqual(d["faultLocatorData"], 0)
if __name__ == "__main__":
unittest.main()
@@ -1,159 +0,0 @@
#!/usr/bin/env python3
import json
import unittest
from tconnectsync.eventparser.generic import Event
from tconnectsync.eventparser import events as eventtypes
class TestLidBasalDelivery(unittest.TestCase):
"""279 LID_BASAL_DELIVERY: commandedRateSource enum + milliunits/hr rates.
Fixtures are real captured pump-log dicts (copied verbatim), each with a
different commandedRateSource so every enum member is exercised. reservedA2
and spareA3 are ignored by the parser and not asserted on.
"""
maxDiff = None
def setUp(self):
# commandedRateSource:0 -> Suspended; commandedRate 0, algorithmRate/tempRate sentinel.
self.fixtureSuspended = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 279,
"sequenceGroup": 0,
"sequenceNumber": 394356,
"pumpDateTime": "2026-04-30T10:04:05",
"eventProperties": {
"commandedRateSource": 0, "reservedA2": 3, "spareA3": 0,
"commandedRate": 0, "profileBasalRate": 1200,
"algorithmRate": 65535, "tempRate": 65535,
},
"estimatedDateTime": "2026-04-30T10:04:05Z",
}
# commandedRateSource:1 -> Profile; commandedRate follows profileBasalRate.
self.fixtureProfile = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 279,
"sequenceGroup": 0,
"sequenceNumber": 409132,
"pumpDateTime": "2026-05-04T18:58:52",
"eventProperties": {
"commandedRateSource": 1, "reservedA2": 3, "spareA3": 0,
"commandedRate": 1000, "profileBasalRate": 1000,
"algorithmRate": 65535, "tempRate": 65535,
},
"estimatedDateTime": "2026-05-04T18:58:52Z",
}
# commandedRateSource:2 -> TempRate; real tempRate=500 (not the 65535 sentinel).
self.fixtureTempRate = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 279,
"sequenceGroup": 0,
"sequenceNumber": 449599,
"pumpDateTime": "2026-05-16T11:16:07",
"eventProperties": {
"commandedRateSource": 2, "reservedA2": 0, "spareA3": 0,
"commandedRate": 500, "profileBasalRate": 1000,
"algorithmRate": 65535, "tempRate": 500,
},
"estimatedDateTime": "2026-05-16T11:16:07Z",
}
# commandedRateSource:3 -> Algorithm; commandedRate follows algorithmRate, tempRate sentinel.
self.fixtureAlgorithm = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 279,
"sequenceGroup": 0,
"sequenceNumber": 393151,
"pumpDateTime": "2026-04-30T00:08:30",
"eventProperties": {
"commandedRateSource": 3, "reservedA2": 3, "spareA3": 0,
"commandedRate": 1061, "profileBasalRate": 1000,
"algorithmRate": 1061, "tempRate": 65535,
},
"estimatedDateTime": "2026-04-30T00:08:30Z",
}
# commandedRateSource:4 -> TempRateAndAlgorithm; both algorithmRate and real tempRate=600 present.
self.fixtureTempRateAndAlgorithm = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 279,
"sequenceGroup": 0,
"sequenceNumber": 449571,
"pumpDateTime": "2026-05-16T11:01:05",
"eventProperties": {
"commandedRateSource": 4, "reservedA2": 3, "spareA3": 0,
"commandedRate": 500, "profileBasalRate": 1000,
"algorithmRate": 500, "tempRate": 500,
},
"estimatedDateTime": "2026-05-16T11:01:05Z",
}
def test_dispatches_to_correct_class(self):
for fixture in (self.fixtureSuspended, self.fixtureProfile,
self.fixtureTempRate, self.fixtureAlgorithm,
self.fixtureTempRateAndAlgorithm):
ev = Event(fixture)
self.assertIsInstance(ev, eventtypes.LidBasalDelivery)
def test_envelope_fields(self):
ev = Event(self.fixtureAlgorithm)
self.assertEqual(ev.eventId, 279)
self.assertEqual(ev.seqNum, 393151)
self.assertEqual(ev.eventTimestamp.format('YYYY-MM-DDTHH:mm:ss'),
"2026-04-30T00:08:30")
def test_rate_fields_round_trip(self):
ev = Event(self.fixtureAlgorithm)
self.assertEqual(ev.commandedRate, 1061)
self.assertEqual(ev.profileBasalRate, 1000)
self.assertEqual(ev.algorithmRate, 1061)
self.assertEqual(ev.tempRate, 65535)
def test_temp_rate_sentinel_vs_real(self):
# Algorithm capture uses the 65535 sentinel; TempRate capture has a real value.
self.assertEqual(Event(self.fixtureAlgorithm).tempRate, 65535)
self.assertEqual(Event(self.fixtureTempRate).tempRate, 500)
self.assertEqual(Event(self.fixtureTempRateAndAlgorithm).tempRate, 500)
def test_commanded_rate_source_suspended(self):
ev = Event(self.fixtureSuspended)
self.assertEqual(ev.commandedRateSourceRaw, 0)
self.assertEqual(ev.commandedRateSource,
eventtypes.LidBasalDelivery.CommandedratesourceEnum.Suspended)
def test_commanded_rate_source_profile(self):
ev = Event(self.fixtureProfile)
self.assertEqual(ev.commandedRateSourceRaw, 1)
self.assertEqual(ev.commandedRateSource,
eventtypes.LidBasalDelivery.CommandedratesourceEnum.Profile)
def test_commanded_rate_source_temp_rate(self):
ev = Event(self.fixtureTempRate)
self.assertEqual(ev.commandedRateSourceRaw, 2)
self.assertEqual(ev.commandedRateSource,
eventtypes.LidBasalDelivery.CommandedratesourceEnum.TempRate)
def test_commanded_rate_source_algorithm(self):
ev = Event(self.fixtureAlgorithm)
self.assertEqual(ev.commandedRateSourceRaw, 3)
self.assertEqual(ev.commandedRateSource,
eventtypes.LidBasalDelivery.CommandedratesourceEnum.Algorithm)
def test_commanded_rate_source_temp_rate_and_algorithm(self):
ev = Event(self.fixtureTempRateAndAlgorithm)
self.assertEqual(ev.commandedRateSourceRaw, 4)
self.assertEqual(ev.commandedRateSource,
eventtypes.LidBasalDelivery.CommandedratesourceEnum.TempRateAndAlgorithm)
def test_todict_is_json_serializable(self):
for fixture in (self.fixtureSuspended, self.fixtureProfile,
self.fixtureTempRate, self.fixtureAlgorithm,
self.fixtureTempRateAndAlgorithm):
d = Event(fixture).todict()
json.dumps(d) # must not raise
self.assertEqual(d["id"], 279)
self.assertEqual(d["name"], "LID_BASAL_DELIVERY")
if __name__ == "__main__":
unittest.main()
@@ -1,115 +0,0 @@
#!/usr/bin/env python3
import json
import unittest
from tconnectsync.eventparser.generic import Event
from tconnectsync.eventparser import events as eventtypes
from tconnectsync.eventparser.raw_event import RawEvent
class TestLidBgReadingTaken(unittest.TestCase):
maxDiff = None
def setUp(self):
# Real captured LID_BG_READING_TAKEN (eventCode 16) events, copied
# verbatim. The two fixtures differ only in bgEntryType.
self.fixtureManualEntry = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 16,
"sequenceGroup": 0,
"sequenceNumber": 456822,
"pumpDateTime": "2026-05-18T10:15:14",
"eventProperties": {
"bg": 151, "cgmCalibration": 0, "bgEntryType": 0,
"iob": 1.1809407, "targetBg": 110, "isf": 30,
"selectedIob": 1, "bgSourceType": 1,
},
"estimatedDateTime": "2026-05-18T10:15:14Z",
}
self.fixtureAutoPopulated = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 16,
"sequenceGroup": 0,
"sequenceNumber": 394632,
"pumpDateTime": "2026-04-30T11:57:36",
"eventProperties": {
"bg": 164, "cgmCalibration": 0, "bgEntryType": 1,
"iob": 1.8189592, "targetBg": 110, "isf": 30,
"selectedIob": 1, "bgSourceType": 1,
},
"estimatedDateTime": "2026-04-30T11:57:36Z",
}
def test_dispatches_to_correct_class(self):
ev = Event(self.fixtureManualEntry)
self.assertIsInstance(ev, eventtypes.LidBgReadingTaken)
self.assertNotIsInstance(ev, RawEvent)
def test_envelope_fields(self):
ev = Event(self.fixtureManualEntry)
self.assertEqual(ev.eventId, 16)
self.assertEqual(ev.seqNum, 456822)
def test_timestamp_preserves_wall_clock(self):
ev = Event(self.fixtureManualEntry)
self.assertEqual(ev.eventTimestamp.format('YYYY-MM-DDTHH:mm:ss'),
"2026-05-18T10:15:14")
def test_bg_iob_targetbg_isf_round_trip(self):
ev = Event(self.fixtureManualEntry)
self.assertEqual(ev.bg, 151)
self.assertAlmostEqual(ev.iob, 1.1809407)
self.assertEqual(ev.targetBg, 110)
self.assertEqual(ev.isf, 30)
ev2 = Event(self.fixtureAutoPopulated)
self.assertEqual(ev2.bg, 164)
self.assertAlmostEqual(ev2.iob, 1.8189592)
self.assertEqual(ev2.targetBg, 110)
self.assertEqual(ev2.isf, 30)
def test_selectediob_enum_resolves(self):
# selectedIob:1 -> SwanIobMeal
ev = Event(self.fixtureManualEntry)
self.assertEqual(ev.selectedIobRaw, 1)
self.assertEqual(ev.selectedIob,
eventtypes.LidBgReadingTaken.SelectediobEnum.SwanIobMeal)
def test_bgentrytype_enum_resolves(self):
# bgEntryType:0 -> ManualEntryByTheUserViaNumpad (0 not treated as missing)
ev = Event(self.fixtureManualEntry)
self.assertEqual(ev.bgEntryTypeRaw, 0)
self.assertEqual(
ev.bgEntryType,
eventtypes.LidBgReadingTaken.BgentrytypeEnum.ManualEntryByTheUserViaNumpad)
# bgEntryType:1 -> AutoPopulatedBgUsingDexcomEgv
ev2 = Event(self.fixtureAutoPopulated)
self.assertEqual(ev2.bgEntryTypeRaw, 1)
self.assertEqual(
ev2.bgEntryType,
eventtypes.LidBgReadingTaken.BgentrytypeEnum.AutoPopulatedBgUsingDexcomEgv)
def test_bgsourcetype_enum_resolves(self):
# bgSourceType:1 -> RemoteEntry
ev = Event(self.fixtureManualEntry)
self.assertEqual(ev.bgSourceTypeRaw, 1)
self.assertEqual(ev.bgSourceType,
eventtypes.LidBgReadingTaken.BgsourcetypeEnum.RemoteEntry)
def test_cgmcalibration_enum_resolves(self):
# cgmCalibration:0 -> No (0 not treated as missing)
ev = Event(self.fixtureManualEntry)
self.assertEqual(ev.cgmCalibrationRaw, 0)
self.assertEqual(ev.cgmCalibration,
eventtypes.LidBgReadingTaken.CgmcalibrationEnum.No)
def test_todict_is_json_serializable(self):
for fixture in (self.fixtureManualEntry, self.fixtureAutoPopulated):
ev = Event(fixture)
json.dumps(ev.todict())
if __name__ == "__main__":
unittest.main()
@@ -1,110 +0,0 @@
#!/usr/bin/env python3
import json
import unittest
from tconnectsync.eventparser.generic import Event
from tconnectsync.eventparser import events as eventtypes
from tconnectsync.eventparser.raw_event import RawEvent
class TestLidBolusActivated(unittest.TestCase):
"""55 LID_BOLUS_ACTIVATED: real captured pump-log events."""
maxDiff = None
def setUp(self):
# Real captured events (verbatim). All observed captures have
# selectedIob=1 (Swan IOB Meal); fixtures differ by bolusSize/iob.
self.fixtureMeal = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 55,
"sequenceGroup": 0,
"sequenceNumber": 394650,
"pumpDateTime": "2026-04-30T11:57:53",
"eventProperties": {
"bolusId": 1423, "selectedIob": 1, "spareA3": 0,
"iob": 1.8189592, "bolusSize": 8.33,
},
"estimatedDateTime": "2026-04-30T11:57:53Z",
}
self.fixtureZeroIob = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 55,
"sequenceGroup": 0,
"sequenceNumber": 395970,
"pumpDateTime": "2026-04-30T21:38:00",
"eventProperties": {
"bolusId": 1426, "selectedIob": 1, "spareA3": 0,
"iob": 0, "bolusSize": 10.96,
},
"estimatedDateTime": "2026-04-30T21:38:00Z",
}
self.fixtureSmall = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 55,
"sequenceGroup": 0,
"sequenceNumber": 395158,
"pumpDateTime": "2026-04-30T15:13:14",
"eventProperties": {
"bolusId": 1425, "selectedIob": 1, "spareA3": 0,
"iob": 4.116488, "bolusSize": 2,
},
"estimatedDateTime": "2026-04-30T15:13:14Z",
}
def test_dispatches_to_correct_class(self):
ev = Event(self.fixtureMeal)
self.assertIsInstance(ev, eventtypes.LidBolusActivated)
self.assertNotIsInstance(ev, RawEvent)
def test_envelope_fields(self):
ev = Event(self.fixtureMeal)
self.assertEqual(ev.eventId, 55)
self.assertEqual(ev.seqNum, 394650)
def test_timestamp_preserves_wall_clock(self):
ev = Event(self.fixtureMeal)
self.assertEqual(ev.eventTimestamp.format('YYYY-MM-DDTHH:mm:ss'),
"2026-04-30T11:57:53")
def test_bolus_fields_round_trip(self):
ev = Event(self.fixtureMeal)
self.assertEqual(ev.bolusId, 1423)
self.assertAlmostEqual(ev.iob, 1.8189592)
self.assertAlmostEqual(ev.bolusSize, 8.33)
def test_zero_iob_is_preserved(self):
# iob:0 must not be dropped as missing.
ev = Event(self.fixtureZeroIob)
self.assertEqual(ev.bolusId, 1426)
self.assertEqual(ev.iob, 0)
self.assertAlmostEqual(ev.bolusSize, 10.96)
def test_small_bolus_round_trips(self):
ev = Event(self.fixtureSmall)
self.assertEqual(ev.bolusId, 1425)
self.assertAlmostEqual(ev.iob, 4.116488)
self.assertEqual(ev.bolusSize, 2)
def test_selectediob_resolves_to_enum(self):
# selectedIob:1 -> Swan IOB Meal
ev = Event(self.fixtureMeal)
self.assertEqual(ev.selectedIobRaw, 1)
self.assertEqual(ev.selectedIob,
eventtypes.LidBolusActivated.SelectediobEnum.SwanIobMeal)
def test_spareA3_is_ignored(self):
ev = Event(self.fixtureMeal)
self.assertFalse(hasattr(ev, "spareA3"))
def test_todict_is_json_serializable(self):
for fixture in (self.fixtureMeal, self.fixtureZeroIob, self.fixtureSmall):
ev = Event(fixture)
d = ev.todict()
json.dumps(d) # must not raise
self.assertEqual(d["id"], 55)
self.assertEqual(d["name"], "LID_BOLUS_ACTIVATED")
if __name__ == "__main__":
unittest.main()
@@ -1,93 +0,0 @@
#!/usr/bin/env python3
import json
import unittest
from tconnectsync.eventparser.generic import Event
from tconnectsync.eventparser import events as eventtypes
from tconnectsync.eventparser.raw_event import RawEvent
class TestLidBolusCompleted(unittest.TestCase):
maxDiff = None
def setUp(self):
# Real captured LID_BOLUS_COMPLETED (eventCode 20) events, verbatim.
# completionStatus 3 -> Completed, insulinDelivered == insulinRequested.
self.fixtureCompleted = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 20,
"sequenceGroup": 0,
"sequenceNumber": 394675,
"pumpDateTime": "2026-04-30T12:01:53",
"eventProperties": {
"completionStatus": 3, "bolusId": 1423, "iob": 10.088287,
"insulinDelivered": 8.33, "insulinRequested": 8.33,
},
"estimatedDateTime": "2026-04-30T12:01:53Z",
}
# completionStatus 0 -> UserAborted, an interrupted bolus where
# insulinDelivered (0.04657) is far below insulinRequested (0.5).
self.fixtureInterrupted = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 20,
"sequenceGroup": 0,
"sequenceNumber": 456849,
"pumpDateTime": "2026-05-18T10:15:39",
"eventProperties": {
"completionStatus": 0, "bolusId": 1644, "iob": 1.2275107,
"insulinDelivered": 0.04657, "insulinRequested": 0.5,
},
"estimatedDateTime": "2026-05-18T10:15:39Z",
}
def test_dispatches_to_lidboluscompleted(self):
self.assertIsInstance(Event(self.fixtureCompleted), eventtypes.LidBolusCompleted)
self.assertIsInstance(Event(self.fixtureInterrupted), eventtypes.LidBolusCompleted)
self.assertNotIsInstance(Event(self.fixtureCompleted), RawEvent)
def test_envelope_fields(self):
ev = Event(self.fixtureCompleted)
self.assertEqual(ev.eventId, 20)
self.assertEqual(ev.seqNum, 394675)
# eventTimestamp keeps pumpDateTime's wall-clock.
self.assertEqual(ev.eventTimestamp.format('YYYY-MM-DDTHH:mm:ss'), "2026-04-30T12:01:53")
def test_completed_fields_round_trip(self):
ev = Event(self.fixtureCompleted)
self.assertEqual(ev.bolusId, 1423)
self.assertAlmostEqual(ev.insulinDelivered, 8.33)
self.assertAlmostEqual(ev.insulinRequested, 8.33)
self.assertAlmostEqual(ev.iob, 10.088287)
def test_interrupted_fields_round_trip(self):
ev = Event(self.fixtureInterrupted)
self.assertEqual(ev.bolusId, 1644)
self.assertAlmostEqual(ev.insulinDelivered, 0.04657)
self.assertAlmostEqual(ev.insulinRequested, 0.5)
self.assertAlmostEqual(ev.iob, 1.2275107)
# Interrupted: less insulin delivered than requested.
self.assertLess(ev.insulinDelivered, ev.insulinRequested)
def test_completionstatus_resolves_to_enum(self):
completed = Event(self.fixtureCompleted)
self.assertEqual(completed.completionStatusRaw, 3)
self.assertEqual(completed.completionStatus,
eventtypes.LidBolusCompleted.CompletionstatusEnum.Completed)
interrupted = Event(self.fixtureInterrupted)
self.assertEqual(interrupted.completionStatusRaw, 0)
self.assertEqual(interrupted.completionStatus,
eventtypes.LidBolusCompleted.CompletionstatusEnum.UserAborted)
def test_todict_is_json_serializable(self):
for fixture in (self.fixtureCompleted, self.fixtureInterrupted):
ev = Event(fixture)
d = ev.todict()
json.dumps(d) # must not raise
self.assertEqual(d["id"], 20)
self.assertEqual(d["name"], "LID_BOLUS_COMPLETED")
if __name__ == "__main__":
unittest.main()
@@ -1,133 +0,0 @@
#!/usr/bin/env python3
import json
import unittest
from tconnectsync.eventparser.generic import Event
from tconnectsync.eventparser import events as eventtypes
from tconnectsync.eventparser.raw_event import RawEvent
class TestLidBolusDelivery(unittest.TestCase):
"""280: LID_BOLUS_DELIVERY. All fixtures are real captured pump-log events."""
maxDiff = None
def setUp(self):
# Manual pump-button bolus, started: bolusType [0] (Now),
# bolusSource 0 (PumpButton), bolusDeliveryStatus 1 (BolusStarted).
self.fixturePumpButtonStarted = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 280,
"sequenceGroup": 0,
"sequenceNumber": 395159,
"pumpDateTime": "2026-04-30T15:13:14",
"eventProperties": {
"bolusId": 1425, "bolusDeliveryStatus": 1, "bolusType": [0],
"bolusSource": 0, "remoteId": 145, "requestedNow": 2000,
"requestedLater": 0, "correction": 0,
"extendedDurationRequested": 0, "deliveredTotal": 0,
},
"estimatedDateTime": "2026-04-30T15:13:14Z",
}
# Carb+correction BLE bolus, started: bolusType [0,3,4]
# (Now|Correction|Carb), bolusSource 8 (Ble), status 1 (BolusStarted).
self.fixtureCarbCorrectionStarted = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 280,
"sequenceGroup": 0,
"sequenceNumber": 395971,
"pumpDateTime": "2026-04-30T21:38:00",
"eventProperties": {
"bolusId": 1426, "bolusDeliveryStatus": 1, "bolusType": [0, 3, 4],
"bolusSource": 8, "remoteId": 146, "requestedNow": 10960,
"requestedLater": 0, "correction": 130,
"extendedDurationRequested": 0, "deliveredTotal": 0,
},
"estimatedDateTime": "2026-04-30T21:38:00Z",
}
# Completion of the same bolus: status 0 (BolusCompleted),
# deliveredTotal now populated (10960).
self.fixtureCarbCorrectionCompleted = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 280,
"sequenceGroup": 0,
"sequenceNumber": 395991,
"pumpDateTime": "2026-04-30T21:40:03",
"eventProperties": {
"bolusId": 1426, "bolusDeliveryStatus": 0, "bolusType": [0, 3, 4],
"bolusSource": 8, "remoteId": 146, "requestedNow": 10960,
"requestedLater": 0, "correction": 130,
"extendedDurationRequested": 0, "deliveredTotal": 10960,
},
"estimatedDateTime": "2026-04-30T21:40:03Z",
}
def test_dispatches_to_correct_class(self):
self.assertIsInstance(Event(self.fixturePumpButtonStarted),
eventtypes.LidBolusDelivery)
self.assertNotIsInstance(Event(self.fixturePumpButtonStarted), RawEvent)
def test_envelope_fields(self):
ev = Event(self.fixtureCarbCorrectionStarted)
self.assertEqual(ev.eventId, 280)
self.assertEqual(ev.seqNum, 395971)
self.assertEqual(ev.eventTimestamp.format('YYYY-MM-DDTHH:mm:ss'),
"2026-04-30T21:38:00")
def test_plain_fields_round_trip(self):
ev = Event(self.fixtureCarbCorrectionStarted)
self.assertEqual(ev.bolusId, 1426)
self.assertEqual(ev.requestedNow, 10960)
self.assertEqual(ev.deliveredTotal, 0)
self.assertEqual(ev.correction, 130)
self.assertEqual(ev.remoteId, 146)
self.assertEqual(ev.requestedLater, 0)
self.assertEqual(ev.extendedDurationRequested, 0)
def test_completion_carries_delivered_total(self):
ev = Event(self.fixtureCarbCorrectionCompleted)
self.assertEqual(ev.bolusId, 1426)
self.assertEqual(ev.deliveredTotal, 10960)
def test_bolustype_single_bit_folds_and_resolves(self):
# bolusType [0] -> 1<<0 == 1 -> Now
ev = Event(self.fixturePumpButtonStarted)
self.assertEqual(ev.bolusTypeRaw, 1)
self.assertEqual(ev.bolusType, eventtypes.LidBolusDelivery.BolustypeBitmask.Now)
def test_bolustype_multi_bit_folds_and_resolves(self):
# bolusType [0,3,4] -> 1<<0 | 1<<3 | 1<<4 == 25 -> Now|Correction|Carb
ev = Event(self.fixtureCarbCorrectionStarted)
self.assertEqual(ev.bolusTypeRaw, sum(1 << i for i in [0, 3, 4]))
self.assertEqual(ev.bolusTypeRaw, 25)
bt = eventtypes.LidBolusDelivery.BolustypeBitmask
self.assertEqual(ev.bolusType, bt.Now | bt.Correction | bt.Carb)
def test_bolussource_resolves(self):
self.assertEqual(
Event(self.fixturePumpButtonStarted).bolusSource,
eventtypes.LidBolusDelivery.BolussourceEnum.PumpButton)
self.assertEqual(
Event(self.fixtureCarbCorrectionStarted).bolusSource,
eventtypes.LidBolusDelivery.BolussourceEnum.Ble)
def test_bolusdeliverystatus_resolves(self):
self.assertEqual(
Event(self.fixtureCarbCorrectionStarted).bolusDeliveryStatus,
eventtypes.LidBolusDelivery.BolusdeliverystatusEnum.BolusStarted)
self.assertEqual(
Event(self.fixtureCarbCorrectionCompleted).bolusDeliveryStatus,
eventtypes.LidBolusDelivery.BolusdeliverystatusEnum.BolusCompleted)
def test_todict_is_json_serializable(self):
for fixture in (self.fixturePumpButtonStarted,
self.fixtureCarbCorrectionStarted,
self.fixtureCarbCorrectionCompleted):
ev = Event(fixture)
json.dumps(ev.todict()) # must not raise
if __name__ == "__main__":
unittest.main()
@@ -1,125 +0,0 @@
#!/usr/bin/env python3
import json
import unittest
from tconnectsync.eventparser.generic import Event
from tconnectsync.eventparser import events as eventtypes
from tconnectsync.eventparser.raw_event import RawEvent
class TestLidBolusRequestedMsg1(unittest.TestCase):
"""64: LID_BOLUS_REQUESTED_MSG1. Fixtures are real captured pump-log events
copied verbatim from a captured account response."""
maxDiff = None
def setUp(self):
# bolusType 3 (Remote), correctionBolusIncluded 0 (No), carbs present.
self.fixtureRemoteWithCarbs = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 64, "sequenceGroup": 0, "sequenceNumber": 394641,
"pumpDateTime": "2026-04-30T11:57:38",
"eventProperties": {
"bolusId": 1423, "bolusType": 3, "correctionBolusIncluded": 0,
"carbAmount": 50, "bg": 164, "iob": 1.82, "carbRatio": 0,
},
"estimatedDateTime": "2026-04-30T11:57:38Z",
}
# bolusType 3 (Remote), correctionBolusIncluded 1 (Yes), iob 0.
self.fixtureRemoteWithCorrection = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 64, "sequenceGroup": 0, "sequenceNumber": 395959,
"pumpDateTime": "2026-04-30T21:37:45",
"eventProperties": {
"bolusId": 1426, "bolusType": 3, "correctionBolusIncluded": 1,
"carbAmount": 65, "bg": 114, "iob": 0, "carbRatio": 0,
},
"estimatedDateTime": "2026-04-30T21:37:45Z",
}
# bolusType 0 (Insulin), no carbs, bg 0, fractional iob.
self.fixtureInsulinNoCarbs = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 64, "sequenceGroup": 0, "sequenceNumber": 395146,
"pumpDateTime": "2026-04-30T15:12:59",
"eventProperties": {
"bolusId": 1425, "bolusType": 0, "correctionBolusIncluded": 0,
"carbAmount": 0, "bg": 0, "iob": 4.116488, "carbRatio": 0,
},
"estimatedDateTime": "2026-04-30T15:12:59Z",
}
def test_dispatches_to_correct_class(self):
ev = Event(self.fixtureRemoteWithCarbs)
self.assertIsInstance(ev, eventtypes.LidBolusRequestedMsg1)
self.assertNotIsInstance(ev, RawEvent)
def test_envelope_fields(self):
ev = Event(self.fixtureRemoteWithCarbs)
self.assertEqual(ev.eventId, 64)
self.assertEqual(ev.seqNum, 394641)
# eventTimestamp keeps pumpDateTime's wall-clock.
self.assertEqual(ev.eventTimestamp.format('YYYY-MM-DDTHH:mm:ss'),
"2026-04-30T11:57:38")
def test_plain_fields_round_trip(self):
ev = Event(self.fixtureRemoteWithCarbs)
self.assertEqual(ev.bolusId, 1423)
self.assertEqual(ev.carbAmount, 50)
self.assertEqual(ev.bg, 164)
self.assertEqual(ev.iob, 1.82)
def test_fractional_iob_and_zero_bg(self):
ev = Event(self.fixtureInsulinNoCarbs)
self.assertEqual(ev.bolusId, 1425)
self.assertEqual(ev.carbAmount, 0)
self.assertEqual(ev.bg, 0)
self.assertAlmostEqual(ev.iob, 4.116488)
def test_bolustype_remote(self):
ev = Event(self.fixtureRemoteWithCarbs)
self.assertEqual(ev.bolusTypeRaw, 3)
self.assertEqual(ev.bolusType,
eventtypes.LidBolusRequestedMsg1.BolustypeEnum.Remote)
def test_bolustype_insulin(self):
# bolusType 0 must resolve (0 not treated as missing).
ev = Event(self.fixtureInsulinNoCarbs)
self.assertEqual(ev.bolusTypeRaw, 0)
self.assertEqual(ev.bolusType,
eventtypes.LidBolusRequestedMsg1.BolustypeEnum.Insulin)
def test_correctionbolusincluded_no(self):
ev = Event(self.fixtureRemoteWithCarbs)
self.assertEqual(ev.correctionBolusIncludedRaw, 0)
self.assertEqual(
ev.correctionBolusIncluded,
eventtypes.LidBolusRequestedMsg1.CorrectionbolusincludedEnum.No)
def test_correctionbolusincluded_yes(self):
ev = Event(self.fixtureRemoteWithCorrection)
self.assertEqual(ev.correctionBolusIncludedRaw, 1)
self.assertEqual(
ev.correctionBolusIncluded,
eventtypes.LidBolusRequestedMsg1.CorrectionbolusincludedEnum.Yes)
def test_carbratio_scales(self):
# carbratio is carbratioRaw * 0.001; real captures carry 0.
ev = Event(self.fixtureRemoteWithCorrection)
self.assertEqual(ev.carbRatioRaw, 0)
self.assertAlmostEqual(ev.carbRatio, 0.0)
def test_todict_is_json_serializable(self):
for fixture in (self.fixtureRemoteWithCarbs,
self.fixtureRemoteWithCorrection,
self.fixtureInsulinNoCarbs):
ev = Event(fixture)
d = ev.todict()
json.dumps(d) # must not raise
self.assertEqual(d["id"], 64)
self.assertEqual(d["name"], "LID_BOLUS_REQUESTED_MSG1")
self.assertEqual(d["bolusId"],
fixture["eventProperties"]["bolusId"])
if __name__ == "__main__":
unittest.main()
@@ -1,125 +0,0 @@
#!/usr/bin/env python3
import json
import unittest
from tconnectsync.eventparser.generic import Event
from tconnectsync.eventparser import events as eventtypes
from tconnectsync.eventparser.raw_event import RawEvent
class TestLidBolusRequestedMsg2(unittest.TestCase):
"""65: LID_BOLUS_REQUESTED_MSG2 — real captured pump-log events."""
maxDiff = None
def setUp(self):
# BLE standard bolus, user did NOT override the bolus size.
self.fixtureBleStandard = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 65,
"sequenceGroup": 0,
"sequenceNumber": 394642,
"pumpDateTime": "2026-04-30T11:57:38",
"eventProperties": {
"bolusId": 1423, "options": 4, "standardPercent": 100,
"duration": 0, "spareB6": 0, "isf": 0, "targetBg": 0,
"userOverride": 0, "declinedCorrection": 0, "selectedIob": 1,
},
"estimatedDateTime": "2026-04-30T11:57:38Z",
}
# BLE standard bolus, user DID override the bolus size.
self.fixtureUserOverride = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 65,
"sequenceGroup": 0,
"sequenceNumber": 394840,
"pumpDateTime": "2026-04-30T13:13:28",
"eventProperties": {
"bolusId": 1424, "options": 4, "standardPercent": 100,
"duration": 0, "spareB6": 0, "isf": 0, "targetBg": 0,
"userOverride": 1, "declinedCorrection": 0, "selectedIob": 1,
},
"estimatedDateTime": "2026-04-30T13:13:28Z",
}
# Quick bolus (options=2).
self.fixtureQuick = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 65,
"sequenceGroup": 0,
"sequenceNumber": 395147,
"pumpDateTime": "2026-04-30T15:12:59",
"eventProperties": {
"bolusId": 1425, "options": 2, "standardPercent": 100,
"duration": 0, "spareB6": 0, "isf": 0, "targetBg": 0,
"userOverride": 0, "declinedCorrection": 0, "selectedIob": 1,
},
"estimatedDateTime": "2026-04-30T15:12:59Z",
}
def test_dispatches_to_correct_class(self):
ev = Event(self.fixtureBleStandard)
self.assertIsInstance(ev, eventtypes.LidBolusRequestedMsg2)
self.assertNotIsInstance(ev, RawEvent)
def test_envelope_fields(self):
ev = Event(self.fixtureBleStandard)
self.assertEqual(ev.eventId, 65)
self.assertEqual(ev.seqNum, 394642)
self.assertEqual(
ev.eventTimestamp.format('YYYY-MM-DDTHH:mm:ss'), "2026-04-30T11:57:38")
def test_plain_fields_round_trip(self):
ev = Event(self.fixtureBleStandard)
self.assertEqual(ev.bolusId, 1423)
self.assertEqual(ev.standardPercent, 100)
self.assertEqual(ev.duration, 0)
self.assertEqual(ev.isf, 0)
self.assertEqual(ev.targetBg, 0)
def test_options_enum_ble_standard(self):
ev = Event(self.fixtureBleStandard)
self.assertEqual(ev.optionsRaw, 4)
self.assertEqual(ev.options,
eventtypes.LidBolusRequestedMsg2.OptionsEnum.BleStandardBolus)
def test_options_enum_quick(self):
ev = Event(self.fixtureQuick)
self.assertEqual(ev.optionsRaw, 2)
self.assertEqual(ev.options,
eventtypes.LidBolusRequestedMsg2.OptionsEnum.QuickBolus)
def test_selectediob_enum(self):
ev = Event(self.fixtureBleStandard)
self.assertEqual(ev.selectedIobRaw, 1)
self.assertEqual(ev.selectedIob,
eventtypes.LidBolusRequestedMsg2.SelectediobEnum.SwanIobMeal)
def test_useroverride_enum_no(self):
ev = Event(self.fixtureBleStandard)
self.assertEqual(ev.userOverrideRaw, 0)
self.assertEqual(ev.userOverride,
eventtypes.LidBolusRequestedMsg2.UseroverrideEnum.No)
def test_useroverride_enum_yes(self):
ev = Event(self.fixtureUserOverride)
self.assertEqual(ev.userOverrideRaw, 1)
self.assertEqual(ev.userOverride,
eventtypes.LidBolusRequestedMsg2.UseroverrideEnum.Yes)
def test_declinedcorrection_enum(self):
ev = Event(self.fixtureBleStandard)
self.assertEqual(ev.declinedCorrectionRaw, 0)
self.assertEqual(ev.declinedCorrection,
eventtypes.LidBolusRequestedMsg2.DeclinedcorrectionEnum.No)
def test_todict_is_json_serializable(self):
for fixture in (self.fixtureBleStandard, self.fixtureUserOverride,
self.fixtureQuick):
ev = Event(fixture)
json.dumps(ev.todict()) # must not raise
if __name__ == "__main__":
unittest.main()
@@ -1,127 +0,0 @@
#!/usr/bin/env python3
import json
import unittest
from tconnectsync.eventparser.generic import Event
from tconnectsync.eventparser import events as eventtypes
from tconnectsync.eventparser.raw_event import RawEvent
class TestLidBolusRequestedMsg3(unittest.TestCase):
"""66: LID_BOLUS_REQUESTED_MSG3. Fixtures are real captured pump-log
events copied verbatim (spareA2 is present but ignored by the parser)."""
maxDiff = None
def setUp(self):
# food-only bolus; total carries float rounding (8.330001).
self.fixtureFoodOnly = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 66,
"sequenceGroup": 0,
"sequenceNumber": 394643,
"pumpDateTime": "2026-04-30T11:57:38",
"eventProperties": {
"bolusId": 1423, "spareA2": 0, "foodBolusSize": 8.33,
"correctionBolusSize": 0, "totalBolusSize": 8.330001,
},
"estimatedDateTime": "2026-04-30T11:57:38Z",
}
# food + correction; both components non-zero.
self.fixtureFoodAndCorrection = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 66,
"sequenceGroup": 0,
"sequenceNumber": 395961,
"pumpDateTime": "2026-04-30T21:37:45",
"eventProperties": {
"bolusId": 1426, "spareA2": 0, "foodBolusSize": 10.83,
"correctionBolusSize": 0.13, "totalBolusSize": 10.96,
},
"estimatedDateTime": "2026-04-30T21:37:45Z",
}
# correction-only food component; total exceeds correction.
self.fixtureCorrectionOnly = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 66,
"sequenceGroup": 0,
"sequenceNumber": 398360,
"pumpDateTime": "2026-05-01T16:02:12",
"eventProperties": {
"bolusId": 1430, "spareA2": 0, "foodBolusSize": 0,
"correctionBolusSize": 1.47, "totalBolusSize": 3,
},
"estimatedDateTime": "2026-05-01T16:02:12Z",
}
# both breakdown components zero but a non-zero total.
self.fixtureTotalOnly = {
"deviceAssignmentId": "4ff6bebc-d4d6-4423-b123-eecfcf5a4238",
"eventCode": 66,
"sequenceGroup": 0,
"sequenceNumber": 394841,
"pumpDateTime": "2026-04-30T13:13:28",
"eventProperties": {
"bolusId": 1424, "spareA2": 0, "foodBolusSize": 0,
"correctionBolusSize": 0, "totalBolusSize": 4,
},
"estimatedDateTime": "2026-04-30T13:13:28Z",
}
def test_dispatches_to_correct_class(self):
ev = Event(self.fixtureFoodOnly)
self.assertIsInstance(ev, eventtypes.LidBolusRequestedMsg3)
self.assertNotIsInstance(ev, RawEvent)
def test_envelope_fields(self):
ev = Event(self.fixtureFoodOnly)
self.assertEqual(ev.eventId, 66)
self.assertEqual(ev.seqNum, 394643)
def test_timestamp_preserves_wall_clock(self):
ev = Event(self.fixtureFoodOnly)
self.assertEqual(ev.eventTimestamp.format('YYYY-MM-DDTHH:mm:ss'),
"2026-04-30T11:57:38")
def test_food_only(self):
ev = Event(self.fixtureFoodOnly)
self.assertEqual(ev.bolusId, 1423)
self.assertAlmostEqual(ev.foodBolusSize, 8.33)
self.assertAlmostEqual(ev.correctionBolusSize, 0)
self.assertAlmostEqual(ev.totalBolusSize, 8.330001)
def test_food_and_correction(self):
ev = Event(self.fixtureFoodAndCorrection)
self.assertEqual(ev.bolusId, 1426)
self.assertAlmostEqual(ev.foodBolusSize, 10.83)
self.assertAlmostEqual(ev.correctionBolusSize, 0.13)
self.assertAlmostEqual(ev.totalBolusSize, 10.96)
def test_correction_only(self):
ev = Event(self.fixtureCorrectionOnly)
self.assertEqual(ev.bolusId, 1430)
self.assertAlmostEqual(ev.foodBolusSize, 0)
self.assertAlmostEqual(ev.correctionBolusSize, 1.47)
self.assertAlmostEqual(ev.totalBolusSize, 3)
def test_total_only(self):
ev = Event(self.fixtureTotalOnly)
self.assertEqual(ev.bolusId, 1424)
self.assertAlmostEqual(ev.foodBolusSize, 0)
self.assertAlmostEqual(ev.correctionBolusSize, 0)
self.assertAlmostEqual(ev.totalBolusSize, 4)
def test_todict_json_serializable(self):
for fixture in (self.fixtureFoodOnly, self.fixtureFoodAndCorrection,
self.fixtureCorrectionOnly, self.fixtureTotalOnly):
ev = Event(fixture)
d = ev.todict()
json.dumps(d) # must not raise
self.assertEqual(d["id"], 66)
self.assertEqual(d["name"], "LID_BOLUS_REQUESTED_MSG3")
if __name__ == "__main__":
unittest.main()

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