Commit graph

12 commits

Author SHA1 Message Date
08b748c867
Move decomposition module into methods sub-package
- move the module
- unify the corresponding tests in `tests.forecasts.methods` sub-package
- make all `predict()` and the `stl()` function round results
- streamline documentation
2021-01-31 18:54:58 +01:00
1bfc7db916
Make Grid.gridify() use only pickup addresses
- ensure a `Restaurant` only has one unique `Order.pickup_address`
- rework `Grid.gridify()` so that only pickup addresses are assigned
  into `Pixel`s
- include database migrations to ensure the data adhere to these
  tighter constraints
2021-01-24 19:04:39 +01:00
f37d8adb9d
Add confidence intervals to Forecast model
- add `.low80`, `.high80`, `.low95`, and `.high95` columns
- add check contraints for the confidence intervals
- rename the `.method` column into `.model` for consistency
2021-01-20 16:57:39 +01:00
64482f48d0
Add wrappers for R's "arima" and "ets" functions 2021-01-20 13:06:32 +01:00
98b6830b46
Add stl() function
- `stl()` wraps R's "stl" function in Python
- STL is a decomposition method for time series
2021-01-11 16:10:45 +01:00
84876047c1
Return the resulting time series as pd.Series 2021-01-10 16:11:40 +01:00
9196c88ed4
Remove pylint from the project 2021-01-09 17:47:45 +01:00
100fac659a
Add OrderHistory.make_real_time_time_series()
- the method slices out a real-time time series from the data within
  an `OrderHistory` object
2021-01-09 17:30:00 +01:00
5330ceb771
Add OrderHistory.make_vertical_time_series()
- the method slices out a vertical time series from the data within
  an `OrderHistory` object
2021-01-09 17:28:55 +01:00
b61db734b6
Add OrderHistory.make_horizontal_time_series()
- the method slices out a horizontal time series from the data within
  an `OrderHistory` object
2021-01-09 16:34:42 +01:00
65d1632e98
Add OrderHistory class
- the main purpose of this class is to manage querying the order totals
  from the database and slice various kinds of time series out of the
  data
- the class holds the former `aggregate_orders()` function as a method
- modularize the corresponding tests
- add `tests.config` with globals used when testing to provide a
  single source of truth for various settings
2021-01-09 16:29:58 +01:00
d5b3efbca1
Add aggregate_orders() function
- the function queries the database and aggregates the ad-hoc orders
  by pixel and time steps into a demand time series
- implement "heavy" integration tests for `aggregate_orders()`
- make `pandas` a package dependency
- streamline the `Config`
2021-01-07 23:35:13 +01:00