Check if predict_at/day is in .totals
- this is a minor sanity check
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3 changed files with 12 additions and 4 deletions
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@ -168,7 +168,7 @@ class OrderHistory:
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training time series, frequency, actual order count at `predict_at`
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Raises:
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LookupError: `pixel_id` is not in the `grid`
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LookupError: `pixel_id` not in `grid` or `predict_at` not in `.totals`
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RuntimeError: desired time series slice is not entirely in `.totals`
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"""
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try:
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@ -211,6 +211,8 @@ class OrderHistory:
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raise RuntimeError('Not enough historic data for `predict_at`')
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actuals_ts = intra_pixel.loc[[predict_at], 'total_orders']
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if not len(actuals_ts): # pragma: no cover
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raise LookupError('`predict_at` is not in the order history')
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return training_ts, frequency, actuals_ts
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@ -235,7 +237,7 @@ class OrderHistory:
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training time series, frequency, actual order counts on `predict_day`
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Raises:
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LookupError: `pixel_id` is not in the `grid`
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LookupError: `pixel_id` not in `grid` or `predict_day` not in `.totals`
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RuntimeError: desired time series slice is not entirely in `.totals`
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"""
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try:
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@ -295,6 +297,8 @@ class OrderHistory:
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first_prediction_at:last_prediction_at, # type: ignore
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'total_orders',
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]
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if not len(actuals_ts): # pragma: no cover
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raise LookupError('`predict_day` is not in the order history')
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return training_ts, frequency, actuals_ts
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@ -319,7 +323,7 @@ class OrderHistory:
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training time series, frequency, actual order count at `predict_at`
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Raises:
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LookupError: `pixel_id` is not in the `grid`
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LookupError: `pixel_id` not in `grid` or `predict_at` not in `.totals`
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RuntimeError: desired time series slice is not entirely in `.totals`
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"""
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try:
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@ -386,5 +390,7 @@ class OrderHistory:
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raise RuntimeError('Not enough historic data for `predict_day`')
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actuals_ts = intra_pixel.loc[[predict_at], 'total_orders']
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if not len(actuals_ts): # pragma: no cover
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raise LookupError('`predict_at` is not in the order history')
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return training_ts, frequency, actuals_ts
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